From 365d92a5f2859255a6cdc6bc9afc7a9259de2421 Mon Sep 17 00:00:00 2001 From: dante <45801863+alexander-camuto@users.noreply.github.com> Date: Wed, 8 Oct 2025 07:34:32 -0400 Subject: [PATCH] feat: implement generalized Freivalds' algorithm for arbitrary einsum (#990) --------- Co-authored-by: DoHoon Kim <59155248+DoHoonKim8@users.noreply.github.com> Co-authored-by: therealyingtong Co-authored-by: DoHoonKim --- .github/workflows/engine.yml | 84 +- .github/workflows/rust.yml | 187 ++-- Cargo.lock | 2 +- Cargo.toml | 1 - benches/accum_einsum_matmul.rs | 120 ++- examples/accum_einsum_matmul.rs | 171 ++++ examples/batch_mat_mul.rs | 179 ++++ examples/notebooks/cat_and_dog.ipynb | 5 +- examples/onnx/large_mlp/gen.py | 79 ++ examples/onnx/large_mlp/input.json | 1 + examples/onnx/large_mlp/network.onnx | Bin 0 -> 366267 bytes examples/tensor_contraction.rs | 182 ++++ src/bindings/python.rs | 5 + src/circuit/ops/chip.rs | 44 + src/circuit/ops/chip/einsum/analysis.rs | 210 +++++ src/circuit/ops/chip/einsum/circuit_params.rs | 54 ++ src/circuit/ops/chip/einsum/layouts.rs | 359 ++++++++ src/circuit/ops/chip/einsum/mod.rs | 867 ++++++++++++++++++ .../ops/chip/einsum/reduction_planner.rs | 205 +++++ src/circuit/ops/errors.rs | 9 + src/circuit/ops/layouts.rs | 68 +- src/circuit/ops/region.rs | 221 ++++- src/execute.rs | 1 + src/graph/mod.rs | 75 +- src/graph/model.rs | 57 +- src/lib.rs | 8 + src/tensor/mod.rs | 23 + src/tensor/ops.rs | 326 +++++++ src/tensor/val.rs | 16 + src/tensor/var.rs | 57 +- tests/assets/model.compiled | Bin 1830 -> 1847 bytes tests/assets/pk.key | Bin 1489595 -> 1489595 bytes tests/assets/proof.json | 2 +- tests/assets/settings.json | 7 +- tests/assets/vk.key | Bin 5127 -> 5127 bytes tests/integration_tests.rs | 7 +- tests/wasm.rs | 18 +- 37 files changed, 3414 insertions(+), 236 deletions(-) create mode 100644 examples/accum_einsum_matmul.rs create mode 100644 examples/batch_mat_mul.rs create mode 100644 examples/onnx/large_mlp/gen.py create mode 100644 examples/onnx/large_mlp/input.json create mode 100644 examples/onnx/large_mlp/network.onnx create mode 100644 examples/tensor_contraction.rs create mode 100644 src/circuit/ops/chip/einsum/analysis.rs create mode 100644 src/circuit/ops/chip/einsum/circuit_params.rs create mode 100644 src/circuit/ops/chip/einsum/layouts.rs create mode 100644 src/circuit/ops/chip/einsum/mod.rs create mode 100644 src/circuit/ops/chip/einsum/reduction_planner.rs diff --git a/.github/workflows/engine.yml b/.github/workflows/engine.yml index 30605c4f..43942b22 100644 --- a/.github/workflows/engine.yml +++ b/.github/workflows/engine.yml @@ -18,6 +18,7 @@ jobs: permissions: contents: read packages: write + id-token: write # Required for provenance name: publish-wasm-bindings env: RELEASE_TAG: ${{ github.ref_name }} @@ -25,19 +26,19 @@ jobs: runs-on: ubuntu-latest if: startsWith(github.ref, 'refs/tags/') steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy cache: false - - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 + - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 with: # Pin to version 0.12.1 - version: 'v0.12.1' + version: "v0.12.1" - name: Add wasm32-unknown-unknown target run: rustup target add wasm32-unknown-unknown @@ -51,41 +52,41 @@ jobs: wasm-opt --version - name: Build wasm files for both web and nodejs compilation targets run: | - wasm-pack build --release --target nodejs --out-dir ./pkg/nodejs . -- -Z build-std="panic_abort,std" - wasm-pack build --release --target web --out-dir ./pkg/web . -- -Z build-std="panic_abort,std" --features web + wasm-pack build --release --target nodejs --out-dir ./pkg/nodejs . -- -Z build-std="panic_abort,std" + wasm-pack build --release --target web --out-dir ./pkg/web . -- -Z build-std="panic_abort,std" --features web - name: Create package.json in pkg folder shell: bash run: | - cat > pkg/package.json << EOF - { - "name": "@ezkljs/engine", - "version": "$RELEASE_TAG", - "dependencies": { - "@types/json-bigint": "^1.0.1", - "json-bigint": "^1.0.0" - }, - "files": [ - "nodejs/ezkl_bg.wasm", - "nodejs/ezkl.js", - "nodejs/ezkl.d.ts", - "nodejs/package.json", - "nodejs/utils.js", - "web/ezkl_bg.wasm", - "web/ezkl.js", - "web/ezkl.d.ts", - "web/snippets/**/*", - "web/package.json", - "web/utils.js", - "ezkl.d.ts" - ], - "main": "nodejs/ezkl.js", - "module": "web/ezkl.js", - "types": "nodejs/ezkl.d.ts", - "sideEffects": [ - "web/snippets/*" - ] - } - EOF + cat > pkg/package.json << EOF + { + "name": "@ezkljs/engine", + "version": "$RELEASE_TAG", + "dependencies": { + "@types/json-bigint": "^1.0.1", + "json-bigint": "^1.0.0" + }, + "files": [ + "nodejs/ezkl_bg.wasm", + "nodejs/ezkl.js", + "nodejs/ezkl.d.ts", + "nodejs/package.json", + "nodejs/utils.js", + "web/ezkl_bg.wasm", + "web/ezkl.js", + "web/ezkl.d.ts", + "web/snippets/**/*", + "web/package.json", + "web/utils.js", + "ezkl.d.ts" + ], + "main": "nodejs/ezkl.js", + "module": "web/ezkl.js", + "types": "nodejs/ezkl.d.ts", + "sideEffects": [ + "web/snippets/*" + ] + } + EOF - name: Replace memory definition in nodejs run: | @@ -177,16 +178,17 @@ jobs: run: | curl -s "https://raw.githubusercontent.com/zkonduit/ezkljs-engine/main/README.md" > ./pkg/README.md + # zizmor: ignore cache-poisoning - name: Set up Node.js - uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7 #v3.8.2 + uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7 #v3.8.2 with: node-version: "18.12.1" registry-url: "https://registry.npmjs.org" - - name: Publish to npm + package-manager-cache: false + + - name: Publish to npm with provenance run: | cd pkg - npm install - npm ci - npm publish + npm publish --provenance --access public env: NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }} diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml index a2e84fda..e2c16afa 100644 --- a/.github/workflows/rust.yml +++ b/.github/workflows/rust.yml @@ -27,11 +27,11 @@ jobs: env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -52,12 +52,11 @@ jobs: RUSTFLAGS: "-C linker=gcc" OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -78,10 +77,10 @@ jobs: env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -102,10 +101,10 @@ jobs: RUSTFLAGS: "-C linker=gcc" OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -116,7 +115,7 @@ jobs: run: sudo apt-get update && sudo apt-get install -y cmake build-essential g++ gcc libclang-dev llvm-dev libstdc++-12-dev libc6-dev libssl-dev pkg-config - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -126,7 +125,6 @@ jobs: - name: Library tests run: cargo nextest run --lib --verbose - ultra-overflow-tests-gpu: permissions: contents: read @@ -137,19 +135,19 @@ jobs: RUSTFLAGS: "-C linker=gcc" OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true - - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6 #v2.0.0 + - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6 #v2.0.0 with: wasmtime-version: "3.0.1" - name: Setup GPU dependencies @@ -176,7 +174,7 @@ jobs: ultra-overflow-tests: permissions: contents: read - runs-on: [ non-gpu, non-sgx ] + runs-on: [non-gpu, non-sgx] needs: [build, library-tests, docs] env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} @@ -184,12 +182,11 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -200,11 +197,11 @@ jobs: run: sudo apt-get update && sudo apt-get install -y cmake build-essential g++ gcc libclang-dev llvm-dev libstdc++-12-dev libc6-dev libssl-dev pkg-config - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true - - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6 #v2.0.0 + - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6 #v2.0.0 with: wasmtime-version: "3.0.1" # - name: Matmul overflow (wasi) @@ -230,12 +227,11 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -246,7 +242,7 @@ jobs: run: sudo apt-get update && sudo apt-get install -y cmake build-essential g++ gcc libclang-dev llvm-dev libstdc++-12-dev libc6-dev libssl-dev pkg-config - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -264,12 +260,11 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -280,11 +275,11 @@ jobs: run: sudo apt-get update && sudo apt-get install -y cmake build-essential g++ gcc libclang-dev llvm-dev libstdc++-12-dev libc6-dev libssl-dev pkg-config - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 + - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 with: # Pin to version 0.13.1 version: "v0.13.1" - - uses: nanasess/setup-chromedriver@affb1ea8848cbb080be372c1e8d7a5c173e9298f #v2.3.0 + - uses: nanasess/setup-chromedriver@affb1ea8848cbb080be372c1e8d7a5c173e9298f #v2.3.0 # with: # chromedriver-version: "115.0.5790.102" - name: Install wasm32-unknown-unknown @@ -305,7 +300,7 @@ jobs: mock-proving-tests: permissions: contents: read - runs-on: [ non-gpu, non-sgx ] + runs-on: [non-gpu, non-sgx] needs: [build, library-tests, docs] env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} @@ -313,16 +308,16 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -380,7 +375,7 @@ jobs: prove-and-verify-evm-tests: permissions: contents: read - runs-on: [ non-gpu, non-sgx ] + runs-on: [non-gpu, non-sgx] needs: [build, library-tests, docs, python-tests, python-integration-tests] env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} @@ -388,35 +383,34 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 + - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 with: # Pin to version 0.13.1 version: "v0.13.1" - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - name: Use pnpm 8 - uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b #v2.4.1 + uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b #v2.4.1 with: version: 8 - name: Use Node.js 22.17.1 - uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7 #v3.8.2 + uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7 #v3.8.2 with: node-version: "22.17.1" cache: "pnpm" @@ -434,8 +428,8 @@ jobs: wasm-pack build --target nodejs --out-dir ./tests/wasm/nodejs . -- -Z build-std="panic_abort,std" - name: KZG prove and verify tests (EVM) run: cargo nextest run --verbose "tests_evm::kzg_evm_prove_and_verify_::" --test-threads 1 - - name: KZG prove and verify tests (EVM + reusable verifier + col-overflow) - run: cargo nextest run --verbose tests_evm::kzg_evm_prove_and_verify_reusable_verifier --features reusable-verifier --test-threads 1 + # - name: KZG prove and verify tests (EVM + reusable verifier + col-overflow) + # run: cargo nextest run --verbose tests_evm::kzg_evm_prove_and_verify_reusable_verifier --features reusable-verifier --test-threads 1 - name: KZG prove and verify tests (EVM + kzg all) run: cargo nextest run --verbose tests_evm::kzg_evm_kzg_all_prove_and_verify --test-threads 1 - name: KZG prove and verify tests (EVM + kzg inputs) @@ -486,22 +480,21 @@ jobs: prove-and-verify-tests: permissions: contents: read - runs-on: [ non-gpu, non-sgx ] + runs-on: [non-gpu, non-sgx] env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 + - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa #v0.4.0 with: # Pin to version 0.13.1 version: "v0.13.1" @@ -512,15 +505,15 @@ jobs: run: rustup component add rust-src --toolchain nightly-2025-05-01-x86_64-unknown-linux-gnu - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - name: Use pnpm 8 - uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b #v2.4.1 + uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b #v2.4.1 with: version: 8 - name: Use Node.js 22.17.1 - uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7 #v3.8.2 + uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7 #v3.8.2 with: node-version: "22.17.1" cache: "pnpm" @@ -530,7 +523,7 @@ jobs: env: CI: false NODE_ENV: development - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -575,17 +568,17 @@ jobs: RUSTFLAGS: "-C linker=gcc" OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - name: Add rust-src run: rustup component add rust-src --toolchain nightly-2025-05-01-x86_64-unknown-linux-gnu - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -621,17 +614,16 @@ jobs: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: dtolnay/rust-toolchain@4f94fbe7e03939b0e674bcc9ca609a16088f63ff #nightly branch, TODO: update when required + - uses: dtolnay/rust-toolchain@4f94fbe7e03939b0e674bcc9ca609a16088f63ff #nightly branch, TODO: update when required with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -649,15 +641,15 @@ jobs: RUSTFLAGS: "-C linker=gcc" OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -681,17 +673,16 @@ jobs: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -707,17 +698,16 @@ jobs: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -739,12 +729,11 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -755,7 +744,7 @@ jobs: run: sudo apt-get update && sudo apt-get install -y cmake build-essential g++ gcc libclang-dev llvm-dev libstdc++-12-dev libc6-dev libssl-dev pkg-config - name: Force rebuild icicle dependencies run: cargo clean -p icicle-runtime -p icicle-core -p icicle-hash -p icicle-bn254 - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -765,21 +754,20 @@ jobs: python-tests: permissions: contents: read - runs-on: [ non-gpu, non-sgx ] + runs-on: [non-gpu, non-sgx] needs: [build, library-tests, docs] env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa #v4.8.0 + - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa #v4.8.0 with: python-version: "3.12" - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -800,26 +788,25 @@ jobs: accuracy-measurement-tests: permissions: contents: read - runs-on: [ non-gpu, non-sgx ] + runs-on: [non-gpu, non-sgx] needs: [build, library-tests, docs, python-tests, python-integration-tests] env: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa #v4.8.0 + - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa #v4.8.0 with: python-version: "3.12" - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -845,20 +832,19 @@ jobs: EVM_VERIFIER_EZKL_TOKEN: ${{ secrets.EVM_VERIFIER_EZKL_TOKEN }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa #v4.8.0 + - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa #v4.8.0 with: python-version: "3.11" - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -910,17 +896,16 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true components: rustfmt, clippy - - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 + - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3 #v3.3.0 with: crate: cargo-nextest locked: true @@ -941,11 +926,11 @@ jobs: OPENSSL_NO_VENDOR: 1 steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2 with: persist-credentials: false - - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 + - uses: actions-rust-lang/setup-rust-toolchain@fb51252c7ba57d633bc668f941da052e410add48 #v1.0.6 with: toolchain: nightly-2025-05-01 override: true @@ -983,7 +968,7 @@ jobs: cd ezkl-swift-package xcodebuild test \ -scheme EzklPackage \ - -destination 'platform=iOS Simulator,name=iPhone 16 Pro,OS=18.2' \ + -destination 'platform=iOS Simulator,name=iPhone 16 Pro,OS=18.4' \ -resultBundlePath ../testResults - name: Run Example App Tests @@ -992,7 +977,7 @@ jobs: xcodebuild test \ -project Example.xcodeproj \ -scheme EzklApp \ - -destination 'platform=iOS Simulator,name=iPhone 16 Pro,OS=18.2' \ + -destination 'platform=iOS Simulator,name=iPhone 16 Pro,OS=18.4' \ -parallel-testing-enabled NO \ -resultBundlePath ../../exampleTestResults \ - -skip-testing:EzklAppUITests/EzklAppUITests/testButtonClicksInOrder \ No newline at end of file + -skip-testing:EzklAppUITests/EzklAppUITests/testButtonClicksInOrder diff --git a/Cargo.lock b/Cargo.lock index 5a156d0e..87a58221 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -2431,7 +2431,7 @@ dependencies = [ [[package]] name = "halo2_proofs" version = "0.3.0" -source = "git+https://github.com/zkonduit/halo2#1dd2090741f006fd031a07da7f3c9dfce5e0015e?branch=ac%2Fconditional-compilation-icicle2#1dd2090741f006fd031a07da7f3c9dfce5e0015e" +source = "git+https://github.com/zkonduit/halo2#1dd2090741f006fd031a07da7f3c9dfce5e0015e?branch=ac%2Fconditional-compilation-icicle2#01c88842679b4308e43ae5ed91c4183e861669bd" dependencies = [ "bincode", "blake2b_simd", diff --git a/Cargo.toml b/Cargo.toml index a28f4b25..cc71826a 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -300,7 +300,6 @@ halo2_proofs = { git = "https://github.com/zkonduit/halo2#1dd2090741f006fd031a07 [patch.crates-io] uniffi_testing = { git = "https://github.com/ElusAegis/uniffi-rs", branch = "feat/testing-feature-build-fix" } - [profile.release] # debug = true rustflags = ["-C", "relocation-model=pic"] diff --git a/benches/accum_einsum_matmul.rs b/benches/accum_einsum_matmul.rs index 615a9915..05ae87b2 100644 --- a/benches/accum_einsum_matmul.rs +++ b/benches/accum_einsum_matmul.rs @@ -1,53 +1,78 @@ -use criterion::{criterion_group, criterion_main, BenchmarkId, Criterion, Throughput}; +use criterion::{ + criterion_group, criterion_main, AxisScale, BenchmarkId, Criterion, PlotConfiguration, + Throughput, +}; +use ezkl::circuit::einsum::analysis::analyze_einsum_usage; +use ezkl::circuit::einsum::circuit_params::SingleEinsumParams; use ezkl::circuit::poly::PolyOp; use ezkl::circuit::*; -use ezkl::pfsys::create_proof_circuit; -use ezkl::pfsys::TranscriptType; -use ezkl::pfsys::{create_keys, srs::gen_srs}; +use ezkl::pfsys::srs::gen_srs; +use ezkl::pfsys::{create_keys, create_proof_circuit, TranscriptType}; use ezkl::tensor::*; +use halo2_proofs::circuit::floor_planner::V1; use halo2_proofs::poly::kzg::commitment::KZGCommitmentScheme; -use halo2_proofs::poly::kzg::multiopen::ProverSHPLONK; -use halo2_proofs::poly::kzg::multiopen::VerifierSHPLONK; +use halo2_proofs::poly::kzg::multiopen::{ProverSHPLONK, VerifierSHPLONK}; use halo2_proofs::poly::kzg::strategy::SingleStrategy; use halo2_proofs::{ arithmetic::Field, - circuit::{Layouter, SimpleFloorPlanner, Value}, + circuit::{Layouter, Value}, plonk::{Circuit, ConstraintSystem, Error}, }; use halo2curves::bn256::{Bn256, Fr}; +use halo2curves::ff::PrimeField; use itertools::Itertools; use rand::rngs::OsRng; use snark_verifier::system::halo2::transcript::evm::EvmTranscript; -use std::marker::PhantomData; +use std::collections::HashMap; static mut LEN: usize = 4; -const K: usize = 16; +static mut K: usize = 15; #[derive(Clone)] -struct MyCircuit { - inputs: [ValTensor; 2], - _marker: PhantomData, +struct MyCircuit { + inputs: [ValTensor; 2], + einsum_params: SingleEinsumParams, } -impl Circuit for MyCircuit { +impl Circuit for MyCircuit { type Config = BaseConfig; - type FloorPlanner = SimpleFloorPlanner; - type Params = (); + type FloorPlanner = V1; + type Params = SingleEinsumParams; fn without_witnesses(&self) -> Self { self.clone() } - fn configure(cs: &mut ConstraintSystem) -> Self::Config { - let len = unsafe { LEN }; + fn configure_with_params(cs: &mut ConstraintSystem, params: Self::Params) -> Self::Config { + let mut config = Self::Config::default(); - let a = VarTensor::new_advice(cs, K, 1, len * len); + let mut equations = HashMap::new(); + equations.insert((0, params.equation), params.input_axes_to_dims); + let analysis = analyze_einsum_usage(&equations).unwrap(); + let num_einsum_inner_cols = 1; + unsafe { + config + .configure_einsums(cs, &analysis, num_einsum_inner_cols, K) + .unwrap(); + let _constant = VarTensor::constant_cols(cs, K, 2, false); + } - let b = VarTensor::new_advice(cs, K, 1, len * len); + config + } - let output = VarTensor::new_advice(cs, K, 1, (len + 1) * len); + fn params(&self) -> Self::Params { + SingleEinsumParams::::new( + &self.einsum_params.equation, + &[ + &self.inputs[0].get_inner().unwrap(), + &self.inputs[1].get_inner().unwrap(), + ], + ) + .unwrap() + } - Self::Config::configure(cs, &[a, b], &output, CheckMode::UNSAFE) + fn configure(_cs: &mut ConstraintSystem) -> Self::Config { + unimplemented!("call configure_with_params instead") } fn synthesize( @@ -55,16 +80,33 @@ impl Circuit for MyCircuit { mut config: Self::Config, mut layouter: impl Layouter, ) -> Result<(), Error> { + let challenges = config + .einsums + .as_ref() + .ok_or(Error::Synthesis)? + .challenges() + .unwrap() + .iter() + .map(|c| layouter.get_challenge(*c)) + .collect_vec(); + layouter.assign_region( || "", |region| { - let mut region = region::RegionCtx::new(region, 0, 1, 1024, 2); + let mut region = region::RegionCtx::new_with_challenges( + region, + 0, + 1, + 1024, + 2, + challenges.clone(), + ); config .layout( &mut region, &self.inputs.iter().collect_vec(), Box::new(PolyOp::Einsum { - equation: "ab,bc->ac".to_string(), + equation: self.einsum_params.equation.clone(), }), ) .unwrap(); @@ -77,41 +119,49 @@ impl Circuit for MyCircuit { fn runmatmul(c: &mut Criterion) { let mut group = c.benchmark_group("accum_einsum_matmul"); - let params = gen_srs::>(17); - for &len in [4, 32].iter() { - unsafe { - LEN = len; + group.plot_config(PlotConfiguration::default().summary_scale(AxisScale::Linear)); + group.sampling_mode(criterion::SamplingMode::Flat); + group.sample_size(10); + let len = 128; + unsafe { + LEN = len; + } + for k in 16..17 { + let params = unsafe { + K = k; + gen_srs::>(K as u32) }; let mut a = Tensor::from((0..len * len).map(|_| Value::known(Fr::random(OsRng)))); a.reshape(&[len, len]).unwrap(); - // parameters let mut b = Tensor::from((0..len * len).map(|_| Value::known(Fr::random(OsRng)))); b.reshape(&[len, len]).unwrap(); + let einsum_params = SingleEinsumParams::::new("ij,jk->ik", &[&a, &b]).unwrap(); + let circuit = MyCircuit { inputs: [ValTensor::from(a), ValTensor::from(b)], - _marker: PhantomData, + einsum_params, }; group.throughput(Throughput::Elements(len as u64)); - group.bench_with_input(BenchmarkId::new("pk", len), &len, |b, &_| { + group.bench_with_input(BenchmarkId::new("pk", k), &k, |b, &_| { b.iter(|| { - create_keys::, MyCircuit>(&circuit, ¶ms, true) + create_keys::, MyCircuit>(&circuit, ¶ms, true) .unwrap(); }); }); - let pk = - create_keys::, MyCircuit>(&circuit, ¶ms, true).unwrap(); + let pk = create_keys::, MyCircuit>(&circuit, ¶ms, false) + .unwrap(); group.throughput(Throughput::Elements(len as u64)); - group.bench_with_input(BenchmarkId::new("prove", len), &len, |b, &_| { + group.bench_with_input(BenchmarkId::new("prove", k), &k, |b, &_| { b.iter(|| { let prover = create_proof_circuit::< KZGCommitmentScheme<_>, - MyCircuit, + MyCircuit, ProverSHPLONK<_>, VerifierSHPLONK<_>, SingleStrategy<_>, diff --git a/examples/accum_einsum_matmul.rs b/examples/accum_einsum_matmul.rs new file mode 100644 index 00000000..a98f2ea3 --- /dev/null +++ b/examples/accum_einsum_matmul.rs @@ -0,0 +1,171 @@ +use ezkl::circuit::einsum::analysis::analyze_einsum_usage; +use ezkl::circuit::poly::PolyOp; +use ezkl::circuit::*; +use ezkl::tensor::*; +use halo2_proofs::circuit::floor_planner::V1; +use halo2_proofs::dev::MockProver; +use halo2_proofs::{ + arithmetic::Field, + circuit::{Layouter, Value}, + plonk::{Circuit, ConstraintSystem, Error}, +}; +use halo2curves::bn256::Fr; +use halo2curves::ff::PrimeField; +use itertools::Itertools; +use rand::rngs::OsRng; +use std::collections::HashMap; +use std::marker::PhantomData; + +const K: usize = 13; + +#[derive(Clone)] +struct MyCircuit { + inputs: [ValTensor; 2], + einsum: Einsum, +} + +#[derive(Clone, Default)] +struct Einsum { + equation: String, + input_axes_to_dims: HashMap, + _marker: PhantomData, +} + +impl Einsum { + pub fn new(equation: &str, inputs: &[&Tensor>]) -> Result { + let mut eq = equation.split("->"); + let inputs_eq = eq.next().ok_or(CircuitError::InvalidEinsum)?; + let inputs_eq = inputs_eq.split(',').collect::>(); + + // Check that the number of inputs matches the number of inputs in the equation + if inputs.len() != inputs_eq.len() { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + + let mut input_axes_to_dims = HashMap::new(); + for (i, input) in inputs.iter().enumerate() { + for j in 0..inputs_eq[i].len() { + let c = inputs_eq[i] + .chars() + .nth(j) + .ok_or(CircuitError::InvalidEinsum)?; + if let std::collections::hash_map::Entry::Vacant(e) = input_axes_to_dims.entry(c) { + e.insert(input.dims()[j]); + } else if input_axes_to_dims[&c] != input.dims()[j] { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + } + } + + Ok(Self { + equation: equation.to_owned(), + input_axes_to_dims, + _marker: PhantomData, + }) + } +} + +impl Circuit for MyCircuit { + type Config = BaseConfig; + type FloorPlanner = V1; + type Params = Einsum; + + fn without_witnesses(&self) -> Self { + self.clone() + } + + fn configure_with_params(cs: &mut ConstraintSystem, params: Self::Params) -> Self::Config { + let mut config = Self::Config::default(); + + let mut equations = HashMap::new(); + equations.insert((0, params.equation), params.input_axes_to_dims); + let analysis = analyze_einsum_usage(&equations).unwrap(); + let num_einsum_inner_cols = 1; + config + .configure_einsums(cs, &analysis, num_einsum_inner_cols, K) + .unwrap(); + + config + } + + fn params(&self) -> Self::Params { + Einsum::::new( + &self.einsum.equation, + &[ + &self.inputs[0].get_inner().unwrap(), + &self.inputs[1].get_inner().unwrap(), + ], + ) + .unwrap() + } + + fn configure(_cs: &mut ConstraintSystem) -> Self::Config { + unimplemented!("call configure_with_params instead") + } + + fn synthesize( + &self, + mut config: Self::Config, + mut layouter: impl Layouter, + ) -> Result<(), Error> { + let challenges = config + .einsums + .as_ref() + .ok_or(Error::Synthesis)? + .challenges() + .unwrap() + .iter() + .map(|c| layouter.get_challenge(*c)) + .collect_vec(); + + layouter.assign_region( + || "", + |region| { + let mut region = region::RegionCtx::new_with_challenges( + region, + 0, + 1, + 1024, + 2, + challenges.clone(), + ); + config + .layout( + &mut region, + &self.inputs.iter().collect_vec(), + Box::new(PolyOp::Einsum { + equation: self.einsum.equation.clone(), + }), + ) + .unwrap(); + Ok(()) + }, + )?; + Ok(()) + } +} + +fn runmatmul() { + let len = 64; + + let mut a = Tensor::from((0..len * len).map(|_| Value::known(Fr::random(OsRng)))); + a.reshape(&[len, len]).unwrap(); + + // parameters + let mut b = Tensor::from((0..len * len).map(|_| Value::known(Fr::random(OsRng)))); + b.reshape(&[len, len]).unwrap(); + + let einsum = Einsum::::new("ij,jk->ik", &[&a, &b]).unwrap(); + + let circuit = MyCircuit { + inputs: [ValTensor::from(a), ValTensor::from(b)], + einsum, + }; + + let mock_prover = MockProver::run(K as u32, &circuit, vec![]).unwrap(); + mock_prover.assert_satisfied(); +} + +pub fn main() { + runmatmul() +} diff --git a/examples/batch_mat_mul.rs b/examples/batch_mat_mul.rs new file mode 100644 index 00000000..7ffe448b --- /dev/null +++ b/examples/batch_mat_mul.rs @@ -0,0 +1,179 @@ +use ezkl::circuit::einsum::analysis::analyze_einsum_usage; +use ezkl::circuit::poly::PolyOp; +use ezkl::circuit::*; +use ezkl::tensor::*; +use halo2_proofs::circuit::floor_planner::V1; +use halo2_proofs::dev::MockProver; +use halo2_proofs::{ + arithmetic::Field, + circuit::{Layouter, Value}, + plonk::{Circuit, ConstraintSystem, Error}, +}; +use halo2curves::bn256::Fr; +use halo2curves::ff::PrimeField; +use itertools::Itertools; +use rand::rngs::OsRng; +use std::collections::HashMap; +use std::marker::PhantomData; + +static mut LEN: usize = 4; +const K: usize = 11; + +#[derive(Clone)] +struct MyCircuit { + inputs: [ValTensor; 2], + einsum: Einsum, +} + +#[derive(Clone, Default)] +struct Einsum { + equation: String, + input_axes_to_dims: HashMap, + _marker: PhantomData, +} + +impl Einsum { + pub fn new(equation: &str, inputs: &[&Tensor>]) -> Result { + let mut eq = equation.split("->"); + let inputs_eq = eq.next().ok_or(CircuitError::InvalidEinsum)?; + let inputs_eq = inputs_eq.split(',').collect::>(); + + // Check that the number of inputs matches the number of inputs in the equation + if inputs.len() != inputs_eq.len() { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + + let mut input_axes_to_dims = HashMap::new(); + for (i, input) in inputs.iter().enumerate() { + for j in 0..inputs_eq[i].len() { + let c = inputs_eq[i] + .chars() + .nth(j) + .ok_or(CircuitError::InvalidEinsum)?; + if let std::collections::hash_map::Entry::Vacant(e) = input_axes_to_dims.entry(c) { + e.insert(input.dims()[j]); + } else if input_axes_to_dims[&c] != input.dims()[j] { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + } + } + + Ok(Self { + equation: equation.to_owned(), + input_axes_to_dims, + _marker: PhantomData, + }) + } +} + +impl Circuit for MyCircuit { + type Config = BaseConfig; + type FloorPlanner = V1; + type Params = Einsum; + + fn without_witnesses(&self) -> Self { + self.clone() + } + + fn configure_with_params(cs: &mut ConstraintSystem, params: Self::Params) -> Self::Config { + let len = unsafe { LEN }; + + let a = VarTensor::new_advice(cs, K, 1, len); + let b = VarTensor::new_advice(cs, K, 1, len); + let output = VarTensor::new_advice(cs, K, 1, len); + + let mut config = Self::Config::configure(cs, &[a, b], &output, CheckMode::UNSAFE); + + let mut equations = HashMap::new(); + equations.insert((0, params.equation), params.input_axes_to_dims); + let analysis = analyze_einsum_usage(&equations).unwrap(); + let num_einsum_inner_cols = 1; + config + .configure_einsums(cs, &analysis, num_einsum_inner_cols, K) + .unwrap(); + + config + } + + fn params(&self) -> Self::Params { + Einsum::::new( + &self.einsum.equation, + &[ + &self.inputs[0].get_inner().unwrap(), + &self.inputs[1].get_inner().unwrap(), + ], + ) + .unwrap() + } + + fn configure(_cs: &mut ConstraintSystem) -> Self::Config { + unimplemented!("call configure_with_params instead") + } + + fn synthesize( + &self, + mut config: Self::Config, + mut layouter: impl Layouter, + ) -> Result<(), Error> { + let challenges = config + .einsums + .as_ref() + .ok_or(Error::Synthesis)? + .challenges() + .unwrap() + .iter() + .map(|c| layouter.get_challenge(*c)) + .collect_vec(); + + layouter.assign_region( + || "", + |region| { + let mut region = region::RegionCtx::new_with_challenges( + region, + 0, + 1, + 1024, + 2, + challenges.clone(), + ); + config + .layout( + &mut region, + &self.inputs.iter().collect_vec(), + Box::new(PolyOp::Einsum { + equation: self.einsum.equation.clone(), + }), + ) + .unwrap(); + Ok(()) + }, + )?; + Ok(()) + } +} + +fn runbatchmatmul() { + let batch_size = 5; + let len = 12; + + let mut a = Tensor::from((0..batch_size * len * len).map(|_| Value::known(Fr::random(OsRng)))); + a.reshape(&[batch_size, len, len]).unwrap(); + + // parameters + let mut b = Tensor::from((0..batch_size * len * len).map(|_| Value::known(Fr::random(OsRng)))); + b.reshape(&[batch_size, len, len]).unwrap(); + + let einsum = Einsum::::new("ijk,ikl->ijl", &[&a, &b]).unwrap(); + + let circuit = MyCircuit { + inputs: [ValTensor::from(a), ValTensor::from(b)], + einsum, + }; + + let mock_prover = MockProver::run(K as u32, &circuit, vec![]).unwrap(); + mock_prover.assert_satisfied(); +} + +pub fn main() { + runbatchmatmul() +} diff --git a/examples/notebooks/cat_and_dog.ipynb b/examples/notebooks/cat_and_dog.ipynb index 2fb593c2..8f0c4182 100644 --- a/examples/notebooks/cat_and_dog.ipynb +++ b/examples/notebooks/cat_and_dog.ipynb @@ -866,7 +866,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -879,6 +879,7 @@ "run_args.input_visibility = \"private\"\n", "run_args.param_visibility = \"fixed\"\n", "run_args.output_visibility = \"public\"\n", + "run_args.disable_freivalds = True\n", "run_args.variables = [(\"batch_size\", 1)]\n", "\n", "\n", @@ -1142,4 +1143,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} \ No newline at end of file +} diff --git a/examples/onnx/large_mlp/gen.py b/examples/onnx/large_mlp/gen.py new file mode 100644 index 00000000..e963a962 --- /dev/null +++ b/examples/onnx/large_mlp/gen.py @@ -0,0 +1,79 @@ +from torch import nn +import torch.nn.init as init +import torch +import json + +N = 100 + +class Model(nn.Module): + def __init__(self, inplace=False): + super(Model, self).__init__() + + self.aff1 = nn.Linear(N,N) + self.aff2 = nn.Linear(N,N) + self.aff3 = nn.Linear(N,N) + self.aff4 = nn.Linear(N,N) + self.aff5 = nn.Linear(N,N) + self.aff6 = nn.Linear(N,N) + self.aff7 = nn.Linear(N,N) + self.aff8 = nn.Linear(N,N) + self.aff9 = nn.Linear(N,N) + self.relu = nn.ReLU() + self._initialize_weights() + + def forward(self, x): + # concat 10 x along dim 0 + x = x.repeat(10, 1) + x = self.aff1(x) + x = self.relu(x) + x = self.aff2(x) + x = self.relu(x) + x = self.aff3(x) + x = self.relu(x) + x = self.aff4(x) + x = self.relu(x) + x = self.aff5(x) + x = self.relu(x) + x = self.aff6(x) + x = self.relu(x) + x = self.aff7(x) + x = self.relu(x) + x = self.aff8(x) + x = self.relu(x) + x = self.aff9(x) + return x + + + def _initialize_weights(self): + init.orthogonal_(self.aff1.weight) + +model = Model() + +# Flips the neural net into inference mode +model.eval() +model.to('cpu') + + +x = torch.randn(1, N) +# Export the model +torch.onnx.export(model, # model being run + # model input (or a tuple for multiple inputs) + x, + # where to save the model (can be a file or file-like object) + "network.onnx", + export_params=True, # store the trained parameter weights inside the model file + opset_version=12, # the ONNX version to export the model to + do_constant_folding=True, # whether to execute constant folding for optimization + input_names=['input'], # the model's input names + output_names=['output'], # the model's output names + dynamic_axes={'input': {0: 'batch_size'}, # variable length axes + 'output': {0: 'batch_size'}}) + +data_array = ((x).detach().numpy()).reshape([-1]).tolist() + +data_json = dict(input_data=[data_array]) + +print(data_json) + +# Serialize data into file: +json.dump(data_json, open("input.json", 'w')) diff --git a/examples/onnx/large_mlp/input.json b/examples/onnx/large_mlp/input.json new file mode 100644 index 00000000..98aa4020 --- /dev/null +++ b/examples/onnx/large_mlp/input.json @@ -0,0 +1 @@ +{"input_data": [[0.33088353276252747, -0.8819183707237244, 1.245591163635254, -1.807046890258789, 1.9922369718551636, -0.3360576629638672, 0.4529011845588684, -0.3590165674686432, 0.08356846123933792, 0.5126393437385559, 0.44627535343170166, 1.4916497468948364, 0.49731069803237915, -0.9748706817626953, -0.4923185408115387, 1.3548223972320557, 0.2306872010231018, 1.125955581665039, -1.7063908576965332, 0.3777385354042053, -2.7988760471343994, -1.1846797466278076, 0.7473157048225403, 1.490412950515747, 0.017497723922133446, 2.113945245742798, -1.2141249179840088, -0.16120357811450958, 0.021127669140696526, 0.7207374572753906, -1.369688868522644, -0.7369781732559204, -0.630584180355072, -0.4520200788974762, 0.29123976826667786, 0.6334688067436218, -0.869332492351532, -1.258501648902893, 0.3012596666812897, -0.5507447123527527, 0.669975757598877, 0.15088629722595215, -0.1050339788198471, 0.5505334138870239, -0.1287376880645752, -1.4297826290130615, -0.01703289896249771, -1.2296998500823975, 0.5122153162956238, -0.16924428939819336, -0.415036678314209, -1.1979341506958008, 0.05831022188067436, -0.4411357045173645, 2.0713791847229004, 1.4611141681671143, -0.9357407093048096, -0.333297461271286, -0.676478385925293, 1.390028476715088, -0.05827632546424866, 1.535687804222107, 0.3060210347175598, -0.03171076253056526, -0.614985466003418, 1.2040390968322754, 0.31318482756614685, -1.2134959697723389, 0.13110508024692535, -1.4880926609039307, 1.7007993459701538, 1.5412729978561401, 0.09260450303554535, 0.7649128437042236, -0.5009126663208008, -0.5356241464614868, -0.069572813808918, -0.011717632412910461, 0.21314217150211334, -0.1985170543193817, -0.0223808903247118, 1.2128918170928955, 0.8334696888923645, 1.9029873609542847, -0.11491120606660843, -0.10303237289190292, -0.2467050403356552, 1.557223916053772, -1.1108328104019165, -0.9065343141555786, -0.2271333783864975, 0.6959827542304993, -0.48698121309280396, 0.5689510703086853, 1.115319013595581, -0.8907430768013, -0.24722427129745483, -0.7437837719917297, 0.6742106676101685, -1.7830933332443237]]} \ No newline at end of file diff --git a/examples/onnx/large_mlp/network.onnx b/examples/onnx/large_mlp/network.onnx new file mode 100644 index 0000000000000000000000000000000000000000..90223272845616d5af17ce5cff547e168f86a30a GIT binary patch literal 366267 zcmbrFc|eU_*YKO?dC({oN+l7EXRlouqe4O%lF}fOp$thVk|EMWrIAz!A*8d{R-s6g zLXk0J#>}(6^WOLSyzl+p&;9-LJ^gVy*V^l>y?@ua&f0sgwYHqBhU}7<=*7$C&DWQ< z9pX4-sB_WbJ__SClov-vu5xys8Xgf6Fw99`VbtQtsOZ4R=m1+&xqrR4G*ysZ5g4&N z#Ilc^gqrLGH3hLh|HS|Mf1$XP!Waz=n}2;EVDa+kCCj4&hU&}zkL)kz^#5f}MNV8~ zPEO)4W+D~-!HkC9|CpH+>N7uZNyz{9p!WABQ`LVBm>3qZQ=;xCjaljMC7w`LFjj<3biK`rq*={IAed>c5&SRTZQIBbLk$ z)D{z4?@}l(ZmFUm6%-Qvzt_qNGSSNdBcn#@iWiDYC=i8zGA!zCSxCfkn<=7~zxMV& zLQ|>#YEsxJF8cWY2>(a(4+z`8Lf8)ZUkKZOg7{PT{|VvxC&b?jYiR#5w18oM!%+IG z_`g9mi7WiG_8%z2|B5pFFDS$R3FS}We}?im!~a6D{b!Uv#s7x#H|;-AM*J0J#9vTG z{1eKb!v75AZ-)PcGW?%W{uKWk%HOpAK(YHPirrsO?EVSmPvL)t@;Af(LK*STD1VCo z4drjzf1ud^6~+E9DE9w^@~7}WL;0KGf1%j@Gs>Uhe?$43_8%w?e?@Wl3yQ-(q5LWQ z&rtqm_+KdY|BUjd_}@_eru_$s<6lu6|AON9Pbhy1|1*@o8U7cF!#|_^DgJMin14C2 zzbXGg;`CP%r$0$#{+yBY|CmFZ{vi7Q8@z_XqQLOTfUsqOOXgd)S4qeP%LS{6kNoRI zHle0UqDHlYV51oh?;goRYo}0GhY|=|xDp*Kj&pb!c{Si*RuJdXyX)0w#m*GSl%FapDmrJTl)F3f5i4 zqX``dCTirkmI=IVkfHbXUIej26}T%YiDyYpB{OV-P}H{^?VPK6Zz_1IJwf^+4ap|ap1#MER8o}YY<85Im8#UgzOnV^-Z0DD6ZF}JW3b`Q1b;jgPvGs22Sy;kK;hx_uBB}LFCbrGHv z?uAUtbTG^-$CWb&khvwkctENhGCD7V-LO<#U_Trm`I*ysf$Op2swLWAevI9!HlTOT zgnrCjj~n}ykQ2}E;4h0w*y#TSN~hWBFC+JMfj@{gZi+`uR8Un>vBN z@1F}BUA9BmmEpLwY7W(yu1Jq}9Y$wwcdk|41Gj9okj6IROAQ6Sd4MjudplD5Ia_G8 z&kvzZK{C3}o&qZ)CF!V8Nh&{}6SnMBqRZ@ev)xVyg=-a73)T*~0b5`F5E^@*!*xCV zdE5yJR%G-HM<;E8lgbhlUY!I__ruU9Op$kdxd-cWrFp2mE9c4iI9c48H!JKCw2JLv zLB>Mip=0WFsQPq}IhV|eg4Kn~W3t(@{r%{&k?nBpT{%l_c0_G{8C9-L;ce#9e8RO` z?8EO|Qn!OZuvRLOd9n!ZpYMRH1{dJ`WKXaMLuRls5tj_CA|?H2V0B;?D%N^~c)bhW z(of@2`YIrGp$@(sFu@a#pTh*hZrI$B$iyQ3@#33Oc46CE7=|w7)A%~!D_sDC*Tyt9 zNJz?Y1$w7DW2nPTI&|_Jp2&8 zTW8OkRQ2dm7bggxF&o^&ipcMi1x)H@KmKn(w`^4$=9+XCUMFF!rc53*d+VQ0BJ zPdvH+txHN#Q>~ncS#xG%Ee?WwhTWehftTieJU0FeF88k%6n~ec3pSUct&%Q1n6w7m z{rVwH9Zy?(bI6riJMI>f!XBs0#y#na*^}?xU~I_o`RpIy@VO7Qcb!NBW?TTd(<-=C zp@Rj2BGoBM=AnsB=>K6j9Xrf|T7EX?r&aF5^o)2exl>0l-gc|=%kRmo`bh<;z9&WF z?v5aB-4(=R`&4)nI+nrWTnxLbfV6lFlqaeQtmU5xGgoWFw#9=0gIBW<_eQ+ex>1;L zJ(=~fJBkxBj>4+<8{o}$BeEnt31iM(#2xRua1#Fn-sP55@%|R%0jIANVs{1 z0(D(m4NKp=!obP)FkjIV)=X}J16z{t?HvLqJ8#3>Q)6Moki)EI+-OiZcbKJnY(zF_ z2UxC+$EKWN#B0)fe62Bq=!YB>rUm7ovaS%iAM7T6&$Ri;j3R7{dCi)8yM%Ll*H!mj zx&ep!?u5N&0aWhscaWsd*sMZtnEld_23*<7u9=O1BN5?PxkwGtG6wNo*IuJsa)0Xd zF%eGe8z9J^I1k6X&V>thez1T1R`$7h1%k>Z5~#YAp4p>K=GZjQE#utTm?TNOdD)8A zJS-ydpZnpZ>*XX)F7rT zOQmVhR%xEqeTMv;wixpi6}jqQGcZbNAhHG;{OiLcR`YxXx~G<5;Uyaw|3e1P%oxX= zA72AfcnijSIt>bkjxdu|Qhb`;VfgUFhPy<$KuxMTFQ0NB^tHx=YnuWcqBaL;RtV%@ z)uT;)-h!u27k+e7;I7|&==@hnAQq(o%PRYVS>m1QjAi|Cwb=`}?9{<_E?P_@rv zhq`^qNp%a<*zyA(e?KJr_M(l+Ud<;}ffa%^mD`aL zVTFn|-#N66jS%@|bHP?PIj9kIYhN+E;R(q#YJA)EXfomTuj&o6O`$YFAEKO|z>nNK zTrp!3m}-xumG*mZL!LgaaW}&`joreZ(W9Av@JVzj)aB=2`C-G{m3TcU9_|JVWK{<; z*}(A|Sa+vBQ|U6{DeF$aGBHJ38a|U=&=q6GtA^46>%D0$H{t^m!f~I@V&Wcb%7O$* zxY(u-_Z=wB{UmSU?sw)yadfeupwk{z>1wpdT#ui+TVbc(WoNf5wb*bXmyG(flnU7> zYW;F3SC=PLwoVF7SKno2!y>u=k5=d0&CR&~tQ-k*QpBhl0o~DY7`H}gQD3h(w&Uw^ z(to`;AO2jCx638M!nF)LW~kDaDuLh{t4>murU_Q(D+tDHh~m{_cjJ`Z#(YVY3ie;? zNzxvPQKc^~upzb?KDp>o2j!tSy{MQp=wF?0+93hs8oqp)LKfPl_isZzYi%eqwr73XB!si{A1} zae$^2r1?C=X$q;hVZv_MVxWkx2QqB`{Q$T3abO8hi=*UDpzJ+qI(Fp%YG*ux|B{O! zWrZ$0{e=`g=HxZZbQ2f+4xFkD6TX(iG#wM5p^@6r1BDO|1D09${*vB zYsI)V*biACXo3&qZ_Ow?#zlO)|X z=oCBhycz~2Y>`^4HRj2U)Qy?E)0&(<|S5PQF9MWhnjM3>qvF~OmDcA{X zz8Uk_MmmBbJovn6I8C*^3T7cUV18kgP};eWeRS~W3W+C3XOs=y zW^ja6I_(vjUQ31r=Yqkb%^MU4y(N*RSMhMDB{$27r*lr+gdG#5@S4#ZNIf(RukcCK zH*PETRq}z}y8zFA%EM+k545SR1HZ59(P6Y14C>zF+~`|_T~-gpVu`aQ&e_^(7W{x(y7nvJf%x-|^=%Js7e)7WzCW1qDA#oN~(#zwEh# zWlO49nqxOwdul>dgdrw(t$+j54q=e|R3>(11h11epqob@Lh*=C>}ULaxIzcBV}W*% zekzZPzjebEIa|>^O<?8$IhV77af%fY+~H{Pi{r1}-XvU)mA)@$N^YTW+xX)iQj{ zcRzT#aRy@B8JwQ{4vX$w5p4P-ODC?H2+majXxR1^W=#D+@|QN@(Bd$XlDCDNTUUYl zW3A~tWmVz98K(5>d=Ax3;(UinIHbFY^SDpX*oL8rM5|v4j5$U5h)eQ(jLic0q5BGL z>c#Nm0}1LWTCdxWY{6jzP59h}Q(=bMbDVysFRz#D#I(GF=qElCcNl%eCw;q7A-IE$ znWqOU*4@X4auezAuHh(uMwZWcex2=i8%Dy+uEK}KH}UuOAwom%u@FA)Gnr+x7T)TthfGW6{$8)|b; zmQ9dOVnOvg_;er6Tx`m*&r2;j?6fB~KQLobyGGDaS&h&)VKr`FBxFA7#w_C5VzTS= z7fk8QBbTrcr#v*l2c2Ggao{DgvcD!~x|9LlJVG)9AA?7<4lkbe65hO&<6F+&!wb2` zVDI2D+^Xde8CE2PWoG+umd`D`dR+x-S9Zej%_%r!S|#i)Rf5W|XtbV|jW4`^JG)7!V`T-x zpj&|upA!Ol8|}!MDFSXxU z+3qbMNjB0DzdEd_*CkU29S6&2ugHk~hoPhIX;S%YK70w;#gfh5pvk0a6x((aADBEB zNL4(6%I+#CKd}Ypx=zC9nuZWDN5r7qg{y9>qrd(FcF(vFGT$4}uJgax{iP4dmW07{ z+pG^5)u{#J`pWYBri0A4^BmScD8lpIQQXUWCEq+)jWu@d#-Te_f}K+yZj8x+KKEtm zU=1<)A=Vv9=^j}6K}-r?YhcUYJ`?ohZINXZM+2uGt*&;wIT*?&RMnh@A7p&Rc3OhD;2_{waB8z}6)L^<6cL|wm*f`x7HCA+q2ZKr zsK~oSbo;8%cq{Z`b8TGviP$G9Nq{5BL` zn90*^Lpglbw1+M7d0_QflRT2EWO289A*y*WcRPEMR4p2XPrjyN>zM>do>>XHiyjDT zrr&}-F3p%_k%n4Hib!`&r0HT~`7nQLI^E_5nbo3=@?FJj#kz`WzD5)9Z7*q6Y`}4I z(w&US5w^AdE|~~ztX9Q}XSNQZL0ywD$mlb~9sWZ6EOuh~i(Xtb$B^{TD#r^a3vi0! z8nEY=VN*Xj@bao>3cEKrTURU)CK!G~*Fih^+@-SI_D&l-*Zv3}Wj;Df#$^hNZ#J_= zQ**Zav@(6*T`$nB3>REnpum-0Po!g!<3#1l;1Q!j1WO#yH}53MOX%@!8MbWS!VLIr zXhb?bT7y;IT}V$*fX;Oi@axM!yr?q>V^2v^{w19^Wo*G;_XVg;iYrr{C2(v>eB`0nY^TrVB zR~N`#OLAGB=MA`dNdh`%{9^XaFPYQR#js+^HFQ|zNaXbHqkE(tUfXFyNd8N#>on!H z$1`DRWD;IY(&YCe1NbW2OdQag0XIAz3fAm8TYcPOI=icX3g&(BT2#*amp-ZNjbISoe=y*~G zdT!rDuW4#Sxp0A2-5XxpYB5&0g|4MxP)0b_IRS2Gd!mCHU_sRT%ziHb0iM z4^s>ek;Nx`q3h0bIDVOfQ_vCS*s_i-xpNH7KDS`|DHFEGV-D*13+RdSvjktZ?|}a2 zehWwIoyHWcPSLYlD%d1i8^>8lvs7ITs`D%ymVVkx#%vDab0d`KNje*U23hd(l;hY; z&2X>IBf%cQRXCt=0kv5mRH$Ar7ZG7 zY&%?dGmgkk*ASk6A!PM)Wbo|N#W;d{q2AyEOxZ7s{>KJ$okM3(X>9Gq;=u zqgk`?)L|VuD7gz3L~HP#;ECw;IGWD;xtl6jIk6Rcv$5)GJYMc{;rI29V)r2&RiRA$Y?$58ahrSgS%7 zlkF@bju!EPF+WP+vAGK0@q0RV-|z`@4Q=_-A3+d)bS<}1p9{Za+d<)FI5xRnQ625wbFLTs!6~f?yi)$QXF0_O|7O|;t&!7a(U}v=JFCaFxd#H+A|m$;EI|y zCpvqxY1!hm^Hr= z@=o}}<_nr+<2@voaM{nK1tEndRtlTf>ZdQH4*wASK!CJ%gFixK-aD|!Im#-JpR&t5YxMeV|}k< zk+?UkuBZg9iqz`zhs#OZFEJ`VN0N#iQ*!Ejo``k7L-EwN86;w>HvJT^imke?PG=u| z0$<(_Wu4Dz$bvzD5mN1CTk>EEqm%{mm!8o-!3$B_* z2$~19;?tbr)VItQ^FCSe!!AL%bGZ~hM!Z;@Tme>kerGDXRA`-s3AyVxn{;lx2T?1- z=zzy=m}(>mVtohFoNaQn=SDg16~&#K+W;T0?n}p{4&Zl<2Jx2X7PKlP6YNHxt$u3q z7UYwy`HyooFmj(Se=)3<%^!9YzuaBVtDQ#RVHj`nzbFTuH58sW6V`OM8jewB2ZA>LWNT%$2 ziFtGrneg^DTq-Xj^{Ly)fvkJbu~v>A@_#POY1#s}{9{1d?*@r1T1y_Nd*Phy8n~XB ziS5fDI_X{&EmLVP9s6)TH zAHYXXf@%7PMoc^Wh=oUJ(@o_&SoYHjsQ4jGWA4_Iy$9RL<;g!RN(0I?KttO z+Ji+TkmVgT#1S++o>7R$Z0l?KK18(Plpse^bLUEB!IlGy%J_pTW4u zkIq**GeNhX9$)YA6^aB2*k_*%H|n>Z+T9;XPdHux2hYXeuT+Ig?xld~6iNDPTpDgq zH-}TS6of<@O8s;NCAZbNmdj6gabO-?aUBOS7v|#6&KmZ??-c6VZ^o2>e(XSy0^eP3 z0kJ!*>8g7U@V3#0+;N;D95&}GXq%;i{YBC5ZJ#s0oNvi(4`{)(9eZ$gMkkcNEQdOe zRj^`J1@ZiN7QU(1<37>%_))5v)XIH;lrdER2ZC9#(oFPUxB%xrx`!7NsxWb-Vcv9abJh{5Bz}DV<^kuTMK4^x~vtFvByW_x2~ctZa@ zm{+byeXI&`K}Rl#+fKqNBMF=W$6=5D7t-e02Y2{<$HalHg1qX}AhX?`UZ`U@vL}GQ zR9KGIz8CR(aW08B-;ZZLuE4xBNv{968@BsOf|B+r3|~OtM*U$prl=3^mD2^{ivIAh z&rWc3U&b$8YZsbyX5f=fbE>Vh6%I>SQBCtTEPhiasRA=J9GZ;XuAgAl`4*?`>A5ga zU5#^7AsTLV=K)5ipzX9KS@k#(We$#n_AmuHL+l+p)*KG<2{QC!kt*){H9$Bz_A3_J zk0sut_QJfNO<4JJ6dtm1p^c{7(cE2`hKg@ST3bi_e`~?&&)+~(H5HN~6S1v+Ho0uP zhF#hJLy#<$gexRmaPZ9!_~Wn?7qfWG3evt-%V(Tp+ZVKvh+$7~d&eY@%?M|<6Ev|r zP7F@F8G@O{E)rF}2v)ybhTHG$68cq%v+M)2IoG(4?S^ycfXN4-Ix2)`s%!wO=1*9m zJq_+=dI-WT(!l1pDHotXu5JH>+LjIhO?-}~^n?Pt>Z?lLja zmZ45YV|jb5DhhjUTM1E!vJdH}_}r-d4hO$MM|RK!U0e zd3y8na?GrIz`8%ohX;K!VC69i6OI=`fbA|UO!@7soNtYz2DQWeXQ6bY(nVHgKZZz+ zUP6O>M{<)X9yH=gFx8JJW-pqyIZk`i0=FCI!z#z$*txnLYCq-B>K|rAO1cWyrs-kD z;7`QAERESc^nijCRhYdwA6v@$;eaCxFeA8$?W+#NIIjTVir2a1%&$_WS^FFE%~PF! zjz59-mWkFF>xxvodNBp)qk9=TSv*Qzs>P1oF67{d zMQHryCyeXd#^(-wDV$MxlD(?7$18dH;2ro8H3G!9~R=f8iR8 z`nDH&x;ovSe3eYsn$BY9{lLp>z|{ddBxfT!@l$_%fWx8o*P z2Akd+h~}$4G}+`gbZvTxx8`O-O>8by8s}p7?>qSDtruPAlnXuWYq7v9kjLE}O3$Q- z^RpQm*u1(AZa#ekHrq>brPImi`JoK5r*>BFnw*5Qw)ew{3;Gdr&AWIx#f|8+tMJLE z(&1G|0{x-=8z+Ry(gSQD#0?egEBuS$%EmnCw{er;rSod+TImbMua_WNzJ}qkN7>!F zR1&Os3nzTL3j>2Fnkjp7xhWIjx{(6Z_P@wfYa4|Hy7#L$FF3*k6Af`^P^?hZ?2`=m&%e!1pu!FC+5JTS&EVuU{d<^W%rwsHF22Qr*tMAH! z!H#OQoZv|s6#_}~Mg|=tTJ76$ zL z%3REX!4?frEqfK*<;HTiv~-kIQp94{RTxxR=ln@Wn-Xy$_}!TdW50jL(xz|tq3|7? z8-#4awMM4YnS>V#b_*UX zzgcj5TO!lcC}MjSTGLMRY5eAQDxB}Cj1yMIpm1FZD7#4Tv}G2Md+`IlzFQ227w?d$ zUVVN??;NWd@fJtP%h090#^|c5PP>90!TwX)_&6KOD~#Dw$;oi2 zI+6>TNAq;B-?u7+IR*!Esmc^670@9_2>4!G7Geum#q- z?7*ktBWc{kO*neea<*L}g;b>{zyqJ9u)cf=o3bPdq{+&+}wjj+bHBn zbf9T+0^X_AVgu6llXmBHw)}i8%sx{9=6fXgL&awpb3Osh_LRd%>8W7)>o9Q?%fi`d z8YIqjCfdgsqWicz_;s5am0PCA&+b0~Wd$t|s&oLCuBe1f@l8-!eV&DHO2tWLOlZ1N zw7)EsflbL3f-S0hG4EpuJ=o=kfxTmSn35A;V^#`X9yj@=#QR;A?Hc1>Yv|?m}fcKl?fPDK8CkUS+cH9cy8D zUIaB@QtaojofyAJme{%PV5=_ZfQ@<(gs8WnZ2oY5Urw1@-biFE(K}IZX#p4uCAggQ z2{vtz99;^hKm}S!TKG_G3p|EF;|j^zFd0yG=)l2urb6q}zS!on9wuC^NAu4snN{R* z2wH0lu~`&;w0?Q=QeQG7y7aThwtZ^5h+mmqvo4NC5npwuK7HX5ADf^+XHJbeD?r;?Al8x z*;NKR+csgOrw#r3<1sF~=0e*o>&V0-R(#KogJ|oKg!jLk01Uc@Q<_Av?D8A1P$);V z#(l*uS2;RsM=&EB55cY-uK42~!~H%pU~uGV)R3|Owm^pe2$};Xnd2b;Rx0?82&DQh z{iueLXiuCugH*0b7JR3oeik;67GEvyuULzvXf4>C(h19Y{MgHM8>|hvhSO!Y(6V|1 zcy>#i8=iR2ZaCfpt8WA8jWA6PJJUBN zqBZok;Xs_;!OtXd5`5m5-#$NsT^m1>wK%P;ZoXcILmK-b&+jBNvbLjpNeEVqy2id3 zWW$0jl5|DFb+Ym4LqYe{`Q%HA8_ZjwKr`SaxCCv$)ZK$w#^o6d>+IOAWzkTQs>LIs zG}&&^di3!uZ#ql30+z)zK;?5+K8CupA4%;{J;jad=%hfr{011?eTp4_FHM`X4}k6M zS@>~6U*2=T0eJr&G;LM@i^mqiQVRpR?UfXMs5%9APaI{&CQd?YC1t*3rZ^2#KSRQj z)9|s4AAc7ZfKsB`w?2ah(*TcoC{bL1HnA63Pf!(O4@LDZbN8S{doO&nkmWPKDdFc# zJ1h>@B?ngQ#3ebVU~ghYyN*ud%RY>NVw{G@r5&hAST-}2m8O*^r8sT5NTPg{sJcT0 z)Qz7@?YbAk%I9{V`5{oi1AB?|*aakW`v7*nVKVjB@TUHQJ?W7%+d)j^K+_IS!7Hy% z2=)7KXW2GW;oKPw2(?qi$WJkNRN^s<^c*W3J4Tf&94m)hHA7yvdmT>At|zPP6H(#m z12B9&nteOe9~pTGW?feFP+>-^_F+yY_}+wE8QY-7u8T)(&BV-ldZ<1IwXvUQ6|;hU+L$ z?L*(pU5NcBJqMGXU4kvya1h5Xq&rZ2x6B&z4()Y-q_nAJ|wOD%c# z-bQd4ETHpt*MohOBTP`Y=jB%;u|82$Z~NMmyNGQfeT?t0LCTK&Q&%AM5R;_R%7vKm zIUas46C-AcUXXVrntVICnWZc}hHt*l;r@0R=r%&1dd_$Nvv!>#UzSK>2}88vmN>mJ z94&g~=;@wwP(1m!qea9p9N#6%@gI03G+Nq%uHvg;;7v7ny;F;qwL1e7KYnIfnj&xQ~cX)df9 zDR|&&ODj&ihlANDoIdz4+}AVX4kzW=!N5RT^415lhO6VxM;$PvBNddATzOaNY35z_ zi{&^<;UsYb(7q(e9o8hV)D=qf@F!CUH#LDHN7L|0eY7Y}K+$deTj8vG1w;l`^7b4J zH0ie+7glAX?Nu@AU@S*Z#LdBiEw^DopG5Fc`7EmO^ntU_b)kIad-QRC0O$9ehyBkB z;b_lCc&TuLc%5s(Qzp-=f5|<7=XJg4b|nSuy$YG^njBI|G+=AlL{c&CjmW3%M776N zY}kcFT&A}XW7h}5;_=q>lql|FbniH}OX;u*`D3s=^)Tvq9f3Y`%Y_T2UO|7OeeC6n zm!L9z5Xj9v&pyYuqK?L3VdJim^ffyOtyOKH6aR=LfC^UzC14Q$2@ z#IyNh!OJcJPWz^@_-q@v7d?n>xOy7LwAcj0m#*GQA9J^Z}(LAZ2e8Z2IW z5ME4cgIS>u1pa#cfaZV3$uERBXKJEgQN}l7Qg#`&zIf7$!_pyhnlT8XFW}yr33x46 zk%p{phPV}7m^|`6sx7&~+>QjpgP=0Rz!&jqjhpjir~U9j-rD4MkFf^dMLg{aO1NQ&f4zAPjg$9C7TChNX} zkt?Iw4Ea*x*0c>0OEpky)pSVNkq80Wv#|2E3v67iMhBM2(U^;d+%{T*KfW}D=lCd~ zv*dSNP442ATcSMJ{sovbwlCkaW(z!jFaSsH4}|Bk({W({Bb9kMti)P$JG$SHl%_~* zZkkSIi;u$h14V)@7oi#^#A{ElK)FJV}4#e9s+%tJP}Yi(Xxl_xUH3Ej~aZUFPAI!VHu@xCQz- z-a!XyO>`X;gtM#~P$GLbEL|Z+UHTePqifr6UG^7H-_(nS&JOfb=u~t#Vu=kg$uMSO z9MMkL2QfSYgE#c!hJwow8exrn4vIt0tf5pZOoO^VU4qfZqTf&GWbD4Q4Hj<}f{&dR z)ZE$)6F+j|_iGxg&fbJe)O(=htrT25K9khw>T;F+3V43~SQ6|}Dykn%5>65Mv;FQh zaBPV=own%`_B@*xcpbxc-C+Pk1fX4Jx%K06L1uo+mHhioGK}V4p^2tQiIMR1yn$mBa&bckp*s zA)IaT%C$$JTKpl~?BT_IOjEJA$$RP1thK1|%K&`1q*gE?eH^?wU5EY6 zt*DFLPP7=9504#|^GP?9;c9+woo7l>Xe~*_r)0uG4N*QhEQm?|i^$I8O1W#6%H{wQZ(%bW13G#{|@APNTcr^9D8!Ka`i z=y}}@pYA`#&Hfr}yUh`7^Nof!BP|+p)fy$=yvOd?{a72Z3|C8gK#1lTo~xCr2&AkHhxbd${|HCPvjWV&~xo*3)L=Lh}ex zV!Z>~rk3G^lTFxI7lwI=x?a3i^uct z9ca++Mpirh68m{^I6d~H7}l?^LL~ z@CDHyq)8X@g(%bi12`UUg7DHW5S28Uka^e0hxsdb*6Ln-{Wgt!Tv$hD-I)MSPaDw7 zXVT&M<|Fw1^DaDAGMbK8T7k6{YcMUb6!tCdghkCpJa+X}NUjKih;Sbi&n`i|XdhTV zX)MNRPXy@hfGZVtaC+QrQra9rg(@D9YNbvKzh#q-iBssrt_Lt_rWO7kAjzND?gYI? zLpp7xC0mnS%@Qx=ft#QY>8p7}cp-yK&lxe&1$+ zq8fb_sl(-D7oyEOAJ%Lj%KJZW5@^S(;Mg1?v99X`fouVu87``$HHrhByR&J=y$%dC zKLQTjmUwC@p&O^CV*RBlG)JKW5+#N}_hMI^V@3yohCi*>xmabU*NCNUie!}w0`?)ggB-J9~JBX^VEZ&Cn-zs6`x0kH)>e? zBN4ylZeWp5Jn1L7rTFpuUU;;$5MLTT!UyUXN$imjc%^fKSU&uS!iXZKyzvf7iE>=| zGaq2$yjhs`TgdeN#Q4tsg>2u*eENze;WE2y>N}fo)e2NkwVs8qqEZ`$D6qJWa-$JpV0)|lLTV}dI;8rX=bYLi07{0MuXA2u| z>+=3TWclin1JD>U5fAPg4)0Zj5cH@6BUiiebWJfzhkb>;Q8R?TjmMx$bWSX7r#XE% z_9m(wJ_DD(uR*Du3b?;?9DcZZ7ZO*ukp@zLj(2qEfJ`%NwdSIIPBn?RI2lh`rNN_T z8{zEZS^QJbWAZ8Rm(b|jW4NSx01MupXBiHvJbj}huN>$rkkbqR+aqE;^ld(@Ts|7g zdUjGLjgho{o-!Rt;)ssFAKNI`3p2?oxHIMx?wNR5sId|F#{IQ$`n4UrzIhs^#EVg3 z<~E#rwT|3-+JiQiOdzVp9-qYi!udATd6Zup`*`~_)Z91Ys}^d&^a^KcU^Nx*w`@gp z-^4pcDbbYBB2k@xe?F-o5iWc7z`^t?c)D@~-_+hMthxSFSdy+zc2s``-IQ`Nyv~!@ zZ9&+nri?>-n@GY*HGWWH7rNAMVuwd(fXRnic)orR-sWrBi%kRYw$3r!(youUjLT5V zAW6{t`Yj7c0&dzCg_GnJ=#`a;Sg_U|Hz>B@|DotS{CfKSINsh z42jPoP`N1#hi%MeJ3ZHtCD#}8C+}a81hYhF+TDy-t}Z6)Qqy6MTO1mV5V~;Jms0)X z?=WWi1562iN>(4Az|!2*sQHpMD2!f%dmDPi4lTA^xn?hS%{VA{c*&q-)kXd;JPl8~ z_du3PEBl_V!p3C_xziO(>DN#be#o+q9Lw{<568N3iA)She3(J%G9TfRL=CL8pN;m{ z)B*7w; z_juyA1mC)<9K<*LAkAwP7H-w%7HyX>Z-fz^7M}k(TQqo@bSicP9l_l%jvBaD1tw#R*BU75l84F57SK6$?mYA41l}q;AI%@lr9N{%iKYwdT;rV6 zrM>m~Xs7#;oS9?-%c5>T7-qtT_cC}qY@3_X*&tHt<4oO+ZlY7(2s(1CBVGEq4(mEA znDSwNFsvQK{S3@8$y5yg3f^M6b3C5fkd9~fYr?S2$a*hJQqPO8Fhf}Z4I_i$s6-Th z>v);e{}$2uc6U)o&p7I9JDNLPw?_XoXIf++$CulkhsAm$VVjdOH6DK-G~^ZOp-^>t zdCfz1;)DWSndr^GZGB0~-WNkg*Q9K1(!knb?5d z|Fa)wBuv0???|{orjbu8T&d+05Z;#v)W#0{t>DUE*UrJ`#naK>(Oi75ZX}($<`^4M zs!x9o`3}>ZPBNQK4baql8hUo0#o815(XVwpop<9WdTO2n){J=H;Q(~zfWhtVk-ScQ|P7W%FgGDAMcj7BON51*Qb@+Jo2fM0}3?_@y;BQ|$lM6A1F_Jad z=n+icx(=mgkyr6`Q8P%I_OgjKjoA9@ERnRWg7IHG_^-c@;K&&vpR%_I!-wv3Z|brZ z^v@#Tnh)4zsY3idbU7-NBb(IL2}P3`nOG@<8Vl4w2;h^W<|d`b5*N|ZfBv-4&X8UW zu)#x>gZR(v2CPVt!d$;N$SpGCKBKZhq#+Ff7$%OqIg}oek>LME=fWY+6KFj17mC(y zU<30EX~nQ=_v_gYaj&4mvL}bcJI?*W=I_7Q^!{h~W?eDv{rv$J{FUKzOZE6)!8d?Y zr8sQOc}!ez0iGQggSNTL@p#ce@vo(I(B0%irao{)bA5H*Ji7pQ)fJO91LbJJzQ^z< zY&M?1nZcTbOxxw9&mi4doBlHUEE==nFa`(e(4Uh0n2PXRFvUcQn*(y+#Uu@5f(vidb@bHy-}D5Ufw_BRWA@Oy1}p zTX|X&JHL#ezh}tu+R17>uXH5eLaliH)~$GIx;osxlE*$y*iK%xWFe^@%WK~SK+#ww zzA@_=madD!?I$#N@vEQs>AwVWb*vmlwJl~(R;u%q`=<1qNd@{l#De+$l~`4`AGhmN zFmpkB-0h%E7oE;!6W+XpbyJk#&x>plw`~RFR)lj`slinLni2fgdRVq_e=GJv1kkK< zxY+fQNY0n0r`neh#W5c+NBuDwFm-^C32p#C>;Pk-Cz#N?ncC@=!l?ciq{h$;51JhqUxsP=kszbF-Th+VKe(Q)iw7({$!!1U81SJMR(jWyt!=A$?Sn})_t|Uo z>y5=PYb{}j{{$YpQV*)|COlrh2S#K`Vya6%+^@a>jw59R4ZEu;%OSq8Wl-obB-(2d`2Fl`UChS*IsA zp0yt|Esu)E46hW{>XY#FP$`Tlj>m>|qlsMiWAfvlJe3yJz^b{eu(|Om>7F0Rw|#1W zquGyi*v?YW;}%%CJJo$;G^*_)tNWh0Q;LN3ZH6}GFS;KJEkF+o}ZN>`j_Q+60a zwu~)rymu619+#2)$Ur)#W-nPWC7fGcQ(~q;wq?6E|0cl(p|oVJADCXNf_J}SG109Q zEXU}=Q{{Wi$+4WQ`rC)L+SZ`82jcD7JV&d)V2)& z&6cEbTXxaCO^xE$vif-VM=NSBKY+{gW~1+}BW%bUBj|82#;*H*{DhASs|t7p+d6iF z|JxkYA29-tuWleJBda0!>kbmPY#q!W{TY2-EFt8wkYQgK2|Z0mnCsDNqRsjVs5LeK zf6lo|zTP=ReSSH?C^;v5F1w7TE{zdiUaEr<_D4w8_7QxPD&e#GJJ}Z3^AK?$9-p5$ z%$A4#gdQRPWt6arWG>Stse*>S+93(MV|~GN#s=^R+yOr&ThL^W8htd`o*dXX6b?x} z0qMgIBFA07pw{pbB)P`YCn9TH=J|^a{vau^ea7)^#nJHM*F+wr@E;r*t^)ze1EFKc zG2$Wr0-8fDSnr>DxV?QV4*mXs)q7{aw((EMI4NcRYIz+-h^~u*qf#*;xfN%a`QqyE zQjpzogw;veQ&#bzOtvH)C$=jPjits^_pBLrl~2Z$&9`Bgu(zw(EKQE8o4DV8FpPF~ zbTD_TaJ>9ZkvGa|;Hi_ztmMX9Y&p?@ktW|zR^bf{eiDd{$3BqF-X17dKNdguM{$d| zR5JAV8uU4=Oh1SdQLp3^#I>%5d4|mxvN{m*2N?3qhyLvI)-5pX$0|NRx(NC%CByIY zyJ6}IT?iC(xWH2h?1%qU?3R$FSIV;Rp;sg6vXZCTr&o&Ocg{i6f6B~d@J>3QxmjQ> zwBZk{C17#v3eLQ)#=ULrNlB$5JeIYmDT5%dUpU{Btx;R*-T_%b{aA+#zJ4%4}lxd z1wl%eV2ttx$ZX32t#^Lh_t^^k5~~g-dn3s7Bg5FMT@zuD_h2|@Je~gy)5RQ%J{(eb z8Z*Np$*A{jknpySZOJ?h>1yXe>D_)bcF$n4iC5uQ$7iO!XfTWzc@|DNJ}2$FwW+%B zP3u@`0h)qFbbD70q&q%g%eEuF^tAxxaeHyY#=W#FqmrDvw;SJn$by@Hi*T7lH4$6C z1ogj$@G0RB+UWM<(8WS$@!Ldf|J2R4oSjXYPw#Z!`puTdCD&nMiwa6tE&+{*ugq)2 ze$bd|L8nv;yn)tqUcbSfA06dM#t5CKr^5Aej)lm!k7670Rq4{Z7VfGu1U+=va}1FU zCPV65%F@b4Gn1x!a5P7WX3njKWt-f&sw^X^Uj^OzMY4EhQV*%p%f6;9B zdm_~~1&=>9z%yxs#Ph}sBu!oBJlBh1x%Wr1x+58XP4GwO)dQi%+!n4MISAJm8qhtp zsj%vYEwSD9fL)m-j{{T|;p2=5czV4Vj$Do-dMpPoo1e#rk|N$eeH7dOX*mBL7E$)# z;BJ^L^y4;qZo)+d#yIrHdz{w(sBA%+9p(S^v&aks_++{Zu9T|rYl)xOw&8QYZu(fX zdTkcVp!cUgn66BbJqi&(C zK@&M<)Iv5-?#AaWrwOo%KW2iT_OO@9Tv4IRlu?{BFbA(Z zkEaKIXTwE_ImGG5NfLKd7fs)dCi}k!U`>ytyR+U|STRWO#&0CRwkkL3V;WD3?nj`- z(q566g ziB|OCPr546O;QW|oby5d+bvl4PnS+L^}#X1I)214nKZbcB#Cns=!M}TTA8ay2Zo67 z=Djr{xP1e+bV$?Y8T~}ncrf?r%RpJ&4Z8gSl;^YEwAm~Ng~UzV|9Dqk9Z6945(aGNM)?z`*>);+t6|K1PaR+iUL!F&V{ zoHT{sj@0Akm{>+Y9|m6W!4)nl{Ju{KOqRUJ#vUC6lk@&y?baGde{~yJtuhZ^IfHH= zTLi&D@5BoS#>17dI{ZofY}D+Z2=1bK+-&|{G|XrT+kDv{f^9CtX4wd=Z7{~yF53LI zTN;^`BriVqpc?WzCbH`dV_4H#cij4-g3S|p;E0!F~C8ly|s;fkz#gI(LWp z)kksIvKY|2^H}V;_!?Y&ETZ2WYvHK7JAL&q7OpN-u#cO1FN1*<1LgS^zS;OP_!GIIl=L2WHW z%ua)~H69pn<`2e{cR=~pLYNuE*z0E_#3zMJ$lcLhP}MV;PxsbigY4pQ=vO7CVEaN8 z{$l`lJn{pCMYPMA<-SyB(16d&la0eJ*$)8S8)h6Jl#lN$0u02 z>ybF_!x(zA*Nn|vQVJJUO2Ka^XP+8+aL5}^{xo3tM$)XWBYWk{@~clWjey$HlML(Sm`M}@s1!x_%9&?WPgX_b3voN zxYvq43037sWDfBchu2W8mxZ*ydExlKM-l?-e3wo=3LKe8usaU@#KghV&Z9yZ#2!f9=3a(;CpVzmte;bug?& z5%;~x!Ar4&c!X0Usn|Re-|%`8KBouew5@qxiVj_JZZ|ekU2^@!Ms(OCbZYkM-1dKFl?{t{ehk>du3POw$~ zwKMB;F7(~!={$MKD|XXi1G-$&;-BYQ&_U-z-GA5zky9^2as8gdIJd=w)c792?XhZL z={bPE^U7pPBP7U6oqSaOJD2H2?G^URZ@@~d$vYpW;~^~*k-nL;_|DzaWV+yQjk;t< z15~Wxw#!r4bW#g1w-1H3YZ}xpdL^ydbsxL4LRm+i1Sg}vL7>TavO0bY{p0HiAv>Ny zy~k8u(|sPJL=SPe>`sss&aR>D!+GlRNE~?LI@VX;U{ef6b4S@U%rR7?kxNvlSE2AN zNDLG;CuzdV!UypCy)pmcngxM#@1V)~^0LCNrL<06j#r zXA#eu|B1+&yka4>Ry6oOO={krBA)l{HkmVsQ2PT{!JU+oOYa9keg8R8miZeTW-=Ux zW~;&HGA(YAVbAxt?+07EU{V{XKqtw>5-U}AywqG;(pU+qUTNnZqi^vW0&hv z)$-4HY+NSpD1JeHe@;c2gj!sFVK+?JGM-;Fw!t&oav?!d3TCR0E^UR5l-)r&0D?P1#vNst>d!>JUepkcGn@lYFsoqd~e z;zOWkpPa(p(g^U#dyj(^bg5^BB%J>}M(}Da>1fRyaZauxFWWtWH{4tRxPjS|#B&@r#0LLxZ4@uSK(6x@zlQK(LQTGF~ z)ubEGtC^7MfO7N-ljpTNtFimApeNsPM&mdc`nO0OM`-%-`)8tA^eY>f-0~Ar@c|Q> z7hLCKJ?Qwh!o5FIG_XlG^L&R6Zd9+Ip7AY5!C%12q z;*t~Mr3QPzYurmV=DHEx`7IdbHhNLLfD2_F+kyps$q^iqj6q9oIJFBKP2U&C;kyWF z<~?^3zdv~;S)6nLe?;e^mBLJjiah|fn}+jTkA;x9>JToj>4V#X))(>YIIJs>;|cz$ zh2Mqm_YZ;o+__xKR1JO(%)%efLcrKmfp_>-u#eXl zQOmAg_fB=;J3V|kf0d;J?bBuHitY*Ig!Dn2uu6f?K6##*>Rl0!`!E@96{dow=L;aa zr;&%>)kOuBt&sjazU)G-z)3m1m*l${(7xV*)HFW=f}(SvVXx5R-_*!r;@U{+{Y&8U zL>dOYA4nHW`^W11XJR49#Z1E$ zQg-6yD=Kicws1yswg*w4G54|lhm+cL_Milj=s7kmoUybI}(c=z0Ic*9Hsu6oGXo|LkFM>-GT17{+*P-@_ zBM`b}IY0DSQ*^p|8lM+AhpPq2m;SyU%#Yh2!=g4LZkx87oOym4TRZzmN=Z9pg)e8O zN#l9vn6Ega;0k)$3HRq}3`*8n3SJT?>BE08ZS1y``WWeID#zZ|1)5Hi+h7kq+u zu=hm@TqsP00UsnmyD=P3R}G`iUb(QvM#1fr!xDCWV>G{<_l+El9s+;2zC>l^O3{;N z)9LR4cQ{Rv^H=@uk63L?+ffo}KiG?v6a8KPeBFaIgR^yJs(H66KeE!CjC2@WpXC5?q-_zDu2iFHSQt zE&djJ^>H8fs`!Na4h^8|iz`KAi=_G1h5*+7zyNfepfOy}C;)_yTxNc>x z`#NtMQpE)itI`Dfjy%S|m5TI-(-ZI+uz{}%w{Y+MHIBa)G7~%V1b@o!8#X$Qr2j>z zfVW5r(<`2dhwjnFNjnC?0>4ODcDxNe62gTp|36XUh}~pEX*!$mFcF4N%7#g=Uo!Wr zLPpfb8nk`~!S(fLFgE!;RL?sGWXxNExx18?D)oW$A|qmKITs`qD6gq5LOO+mNzo-d zIoT2;b?4B<8;eo%~NBI$6jM)g|v?n-ULWirpc|RPusp7bZaOszvaA zs~B$Ej^Vo$=3?1`Oe~d{2{SVfpz(4Ws=si5ncg@jc%*X&CEm1Qr$iNwyYdh-?ZR+< z?FUpc-i;ymlF(w%5>%n;bjgtljQoeVz{LQJ)6TJ9VFZFt8*}Yy1KfH0FfI;r;8v&C zqRsXrurGcA;NQcfS^qUoth@mIKAGrTkqY-F7~#Pijv%+G3XD@^X{VwLJ>1YrwkMww z-BfAEiNgi$>P*J}ne%+k#R5pAdf0PYj%wc}IHr0uonCx{dC)MHa@LmXzqo|V$BX~k zR03fY%2;!C9G-e3be6Xarysuhi~MX(GRy8B_$`%;_5&R0^}p{){>#6((V$4QtWXhW zSoUGt+h6!BLjh;+s})D98N$O+-qoJpWr1`AWmB)_?Jv#{l4nbw!(?fzgbwAe^%gt zFZYO&-Cd?7^q)xYUfd#CA@GvEGn3kOc-Qw9Mol9ae)}}`B?3xJo`uxB8?Ab@;KX?Y zTAakdTK)q*v`}E@^S-c+YZA~dxQzvRDDz+6#}n6w*P(QXEVb{6;sd+?z%b=;>`JI9 zf11f*Y}y%UsL8;B$MH;2trv2R}v~CMgurh-Up!Vq znk&vwWxG}%!O*Hfn0~KQyz2QN+L>|&f@LDm`=$(ua_l3TIuBt|l^x$3Hx^euw3g%oM1|C;> zSp4O9P;QYC9oc^Xj(pFyG| zg3w{{RIEPePQI@(W{YmC;-u2`!k*(8{&dsET3Q4xYhSW4VOz3pl zi!$yH=QH=5=Y~3QxN?{~o*JrxMtOClv*j{0Y<-0Tzfg*;qm+* zWP4N`ZS1w;jd7{)wIz@~KBPu^h5TmQow+z-+(@!$)Ch1673MCKWWeA>F?_%46?hqE z4@2Bq@oH=&&aFKPf(k(tY}DxjoF(KxH_{Q^`NIC=CA$*yooIRZ!eSxM#(EE6jox_3 zUO1mS8A?$H(J2;vX*l0jV~QisTqNc~-`+4}1n)d1Fr%K%VcpAC(cNV&tmyk#l79Ua z8$4<%sP{f4p;KmJOQ*m;X;=hSgR`J0BN(DKj0e?{p;UTpHCFG-!VjPJi;iqcM&FP= zycuv8lzP=*&2Mj*wJRK(mPN9fr_W)ugAtxgOo7FQd*OQOWs%Ib&mirsLGSoK2P|BK z@rN&qgZ*c)cYDog`ilE-%}ih)z0HQxKf=J-IFcNGzfAPCRaKqJ70qA?hNKHSUWeY{}Kn?I&?iZjP?tR`?c;? zT)h1s3s-(9_LCpV4t`UoO566~fctiQRlr*!zgdU33(sk-#CgyS|af7R)LmUBXNGU8;Tp;XwueH^gaBH z+{hVB`=%cRbIl@fxG$!v0qyMTw3|3TeHaTF`(Au&z8X~Px8SM^%S8171}HZo2lB67 zgx>+0BsyG~`YVhnlX?3ZM`i@kc<%;sYeze%w&)^Vu!$C@N5YEHO?cBa1g!dkGIt+yDKEIGoww#@>WE$TGLDjpAees^_qPeYbD{(;DL?K0!+JP3 z+Bg9V&fXwrzQtmw;YOk`!~>VMb-~4_DcG1OPoHEDq}vQs;cQwe{}#KHNGMFe_T9NS zz0U=&@3Mk33Wu0@{ZUxFZ$JBdL%1J9k7CsIv*0iA#KM195RcKiXjs05o?&}f4~2R z>rWG3`*sKP!Q;7;Hxzqtg<;=k=7CP zyj)RC@C#DiU=4@2--fZ0KViD$Qod6o3aXy3qox&BP!sl*++Y42l85|c$xntua<>(2 zxbp{%Q-N=6enMvSrh%K#>)6ooPdF2%p`U#@+=<)(|9u_HCuvXPv3Un^{X|oNDJ2rk ziW!Caw)!mX)B#L8=uM|f$K%1{DbQHrO0?EK5@{7bMw1I8aQx6wbZVxXQ*^DDu z7KdQK%XUy2?L_-7q_c^R?zHS(k|@|g83SD;xbx+BRISg0GN*z3Lg!6#>r(++r+*jQ z_kYKxA5}zA@b9C7T=AmuQ#N&OIci*}74H_#WfAcQK>y-RcBEQ@zA%qusb%NHVpV18 z@+%dFbeQv9?gbN!~3~E{zh!&H0P2 zqi3==>+eDT%QEuqr3&A>Mw1pS8_bI*whI_{X)vg=rm}gO{K|T7YBtUeEoBzKyCxm_ zTbMy&*CRpob|vGplBu+>M+0v<*Wk084P??r18m%y3J&=_qP1gQL-TVg8s6ssnfi@* zW!qfvUm)mUKPJ$7}h(-Z#Qq9p#Kmnazkqt zyvS?D?nc4yDj3QWq*j5{vqGKa4h0kmx?`D0XW{|Eg>3fi=xkDD>qf$p z#2}fS%2Zn?^33yx$%Yrk{9kYxXr+8(;-d}tROnIeyITuthF8hnOdaUSDZv+N23T03 z3Pbno#rL&t)S+xJU-Tt`XfHA5?e-$P*q8zhGbCua>v_z~i6LPhp0dQ57S#9R6i76% zr0#u-;4RyP$-}SWVQm>Gzjj~5TOYEt#n)l5za@WE*A4Pr>#E=aUe*O^LQEf6V;@TFu_04!}h zgV_)Fg2nnrsJq9IZb=xxS1P9_~yMiI0x{R~g9MU&M@2UuXnOn&WQ zt@xi0eGFq)PPJn~{aLoMutxOL^(KkRl%U(rU4vV< z%y3_XKg4WB=6iEFA6z+v_e`uog^LTIpqKLFGseO?V{7_l{#KNAyD#cFDR7nY@?i-| z(1FVFWurGq(66`jxpL!We7f=|%&v%rKdV3Es6kh8nsXL>xc`a0Tk{U3;^HBUC!qex zdNQeZA-_2DBYd>Ag@LweysKk9UTeIECVfI*zs>+yz*R<_1cv;Wp;)817X8BH>16nY zS>L>9*6q0{|H=g~?|duF+-O5Hfj4=={V`j5_z~K9NK<0kf?6M&NT;(rEuME3TO=LC z;aSqSIbndn?A$?i1?;9BU#w8)=WbN~Y)vad=Ru2N1U4nTLt~|CT(Q~9y`|?E)(;Z; zn1i^^zgPK~EC<42JWCnR`jhx{=gY{u6klpM$c(BDmRn5wd+0 zXi0w{{Mg&U`ihq$w{nEEZwY)&vJy-@Q&09}6_H#E6PmeMfyUeHh9YB4?xcAE^o4b) zW7PyM?`Xp>suaPd|E^*7Nq2P3mV+@`1z;ht0$vS11UvlCor0&13v`k(zTq+N&js#X-qz zrjZ?&EKbKW^WDHQ^DVpjMF-lJJwU}NdCbj}3;&U9>9nu!nEQQmc(q*&_1c9vJDtKu zi8>f`UKRp`&etQk4xA~>A(*0PL4PSp@Cu0;f}S^z4+=jH4X3y8-i~eTQ|)r7T=f-J zZ&buFA2x#8AQdX%p@sH`jJd&VPw3xPz_M=GQb$h*ULlgF@k=Y8{FefD&c6ZA1LfIaOTSm!|&a2`T z`@iDN3}KeSo zr*a)`OZpBoR5qg5<(;7YHi8Fs9OQb+jv({%6&jb`Bd7DV>9sGexXdKdyIytw-V z^R`ps3-XV08~tV|ew)UuE8Y-Sj}CH7Zx((??GRVJNrmUOahM`-sJfd{v3l!tR1Z6i z`z>C$Ev!^ww&j-KIVG8mpK69r_UGZtMR(E0{{#k%$N;w$yTEmTw0O$O4ZL}nDxdr# zhQ&$8l7)dgnZm{tbeyt-kNdh8?vDG-tf$>a|5z>VJ0%pBJNDyf%Nf*bOd|Vp%9Xn* z)Zk2?#r#8fE!@^$jH|SEV~S58T@zD`baf5V{LN&Nz89ae=_n~NbHu{ERWQuV6s*?+ zm#dR^e<;jj@=N!FR3B+Nb?6gzea{Vu*JMl}h2Rg3p*QRH~24Ht`*db)A+a-e0MGiZ}yxM)CxkiB{IkL8J0pp#J| ztWGI_&GZX&Jvd8xm!*S|xjb%sqmLCKbE%R_x7!PqPo!tncDT1I2X~Cm5$>5Ie$03v zb}osWbrVocQ=0@_Llk2=^z7_jitlC*+J3p`FP{kSa5jUigukbaO#a2 zq^$MDn(TVqIV*stzljm&eb&O~LC@h}(LCtA90o@+b@;Hda^kST47dLn!pAP~MR(_3 z(d$?vh}e`yrtnHwyIl_A%Ljs|$6fsX6WFOdWf9ejU`3x6YEKi<^M9nc@wqN^7;uWr42h;LcDvZ? z2|v-p+XYO8^TGZ17ED`x8ry#BD9R;Pi{nq6Wg4Ncp?8TnN&OR!BX2dKCYYjWoS+8? zdacLKJ`&a-55s)MW5{U(w9}V{k}EUNQt-CvgNNAtXf#^&Nzs2M$3%k#c8+@MW%Rpb z$Rhp|lTq(u=y!qHEVaRc{*+k8LfenRmo4qk^(%&*GqmM{&&ko<$CANKUzc9h@W&1J zSAwO}Y)r7vgIo5l^xx$S9I0;3y}JEy%JWz>e(Xm-37o^9{yFYP`(x<1nYoyr^?=;R zqe8Btkvy+5M~k_^?C1Vy!N+i=acx_fMCd5ApKpmxI~K8$k(RjOL?avAnuJq!nW6f< zNvzJ^l23ZPkk`K~1&u|$?p@dIvD(m|KAZbbn6;S$I@+nIZ&wD}i%fXhBP$ksL7vKt ztifLc5d-HK@n<0}#Iv;wuZJGP+tRDWT*!si1>Xe>-Gm8#+gQf;k*NFg4vW%=WJRlU z#R?&NG3rk{=r2ehGFwVSLH%k>>y$aktv*Mlg&)DGR5?-9B9X7^drVqL|W-)+b0aVJTWuMw%qOc1p>&LeAQ z8}N;?rg$$-k>1iRL}4TpjH0u^W2_XY$9{r>!i99nzXF`|58?o8+(7{S9D)NxRa z6n5)(i01dDz`SuIV7l-Py6T?|UMa7TR(nImmpV&s-G#MxZlZ2)3RIaLV>06w zvq@X`if_gB0QK94UU4_kI$}6&VAHAJpbhZ(0m7uYsrbD*md(wLLocUI&=e%_jNV6L zbEY!H?XLzs^^?%CM~?;%o&XaMg@}`eL_zuM0_f^{0sB?Xu-Dn^VB@EYXus6}rp>dX z-;!TLxKTBW2+YFO8j`&K!58>aFoG+njN{F00(`!937#rE!)M2%$-4L3LFaoVXdUT; z_s$9E_UJCARqaOd?Gl>n-NzR5BX}g`9)6xUu*|HhO1$jBZ9FDZ1joao%9idj=ku+z z*v~CbQ7T^*>HbCVYeq76n{7*XjN2v5@w|%>JHv5v`V0*Bw4-_z9$>qu0CnEiqHEAP z+%>8PJ}R`63Cp&?KJ(Wkz~%tTjI_nOqaA6;&pTkc(~PQFdzTpxb>p#GSK#wlS167= zAX?RN8alm$xtVJ;yk5T#VEhfz-(&~MXNR&Ee`djaa3fJwF+@e!*Ojcif*(}2vx$WR zc>e3lIOujXDvt2NOq&+GxL%mIJVc#88C`^;%(-;qt@Bt+f1smPF|6&A<@embp;%X% z>XaI?G4HbR%$;Aj>*`|&S*A~})O5lvpRe%wlM*fyxT2YwCe-%tZ?b9bK%8m)6z1EE zko%L`{qID>oq(fBn9l}S%QSE7ni+Of$A#mq-kXVW{w`g zH~lz9?g@;B2*tZBE8HDs^vj_2A9udUO9fHl052V(P zq}nZFvp@}3yuQzxZ~DTlN^>4Ve~QbWC!o*2nP?O|61x75=WfFUPDRK}CQ1l&_puj4 zcSt%~yj6m`{>3QeS%uM-&P-+4bVy81CIb{X7FUVM8<$q>ymtfCnk4w%LJpUMA_#Md z28&_D-B_XHvkCj^M&hCS3H0yoIaq%#8aE2>anR!~)H4v##;w-;-|_3>i-V*1c$-R* zMQp5E`%q)63{@LDpr_vOvr57K;MJuG&=AazAKu< znXfi|VR9AbN=L%_vNmF0VuK}<@1c)NIsUdbB#Y-hg^fWQ$eZDJ*@8hk!PQMrYHv9?^&KtL@!8Amh&P+y3 zRWX8n>t=E-H01{~OJPa561VR3WXU(oc<6IQx;SAe>(PwDOr;XC>o(?zK8GM}vRX~H#~LRWuaAjsK- z;kv9g=KAwGZZulYmZp`k-%I_VKWd&Zr?wDOHtCbC-HX`8eOsZUNeun*L+Rn-KcLWi z6DM|P{zItIQ{+{rSsBiyw7dGw%qbWL?B2A!F6McQCoN@H+{wU4aATX5l3t zHNIfzN4zk_1y6W};rGaixcr^K@bas}tNnN3-R%QRa)~Ccib%$)=^C_QWCOVMXMw$4 zKFs^NTD<7PB?uXC3ezf+v9qfMYepH498 zDz%L$j&MZV9k%>Z@^kc-&WFb@so2!vFRZaprmCOKsEny9=#WcLH0l!0-rbK$Iji8f zVXGKAnOTIP_f*Y2?(P%fK@#3H8hGzxVl^DUNywy1T z`(;#^l}mIT9oh7pOK@_#FqiVgdSQlRPZwmw!d5m!(fy+PvM>*2O}j z#z7|gz?uepO9!w1JW};alivEWAK!jY!_i-Txc%_6C^!2&w7k%V7NZX^LOBk46GcQ% zeKNF8y@T(UoB)NyOX%S|8^1N?>KEOLH>6U38Yi_2IT+QZ% zwwvX`d6vK9H5ON_$L;dVK(z1@)=w2!u^oQ&yO0;3EUiu1*v8UXWybtl+#J!OCkp&+ z`%2_bCh!U6Dsb|SG+xcn=AWmpCsBJ{QFTkTC{k7zF9h50Jtpbw)%sfU;9VM-B zMjBna%!WT#T>(LsgQ&u)k=Qh^7F=F$XQTf4h$H{U(V6(g_`Pp@K9W+Rq@qNGC=r7) zbM8kAA|jHAh-8QqA+klKly<3xNFmx)T4v7ulxPuSOClmdwulhfe&_r91DfVFbLKqv za$WDsVJL4G(LnDST*eax*G1$Epht@c!)5CHYS%QHxFrzJ$o9flyH+yCIS$q1VxcbK z7JO3uB~FejX4>{q+}$!W@xJ^cvpk0WKZ^VDIcZ4DjxMj0(SC-P&a3Hej!?cws_&QVE#S)Y-dxht$$Z#uGu~IG z5RYGxA#=aG8sEyk;nBnIVPD_nd`fZ}e9&GoHJ?M>Z zPVMGhwnorz*3Pg#y9F=#s9{&zZTRE2gWENFF(i!5lzCr@fFQ47+?wD~FxYk}ti6#< zrI%yjT*omORj`WY4Y`LtNvFhZ&5ywO@KbSvd?d>5H&ZyboD>eGNTPkr3H^wuCz4+ao`cN5a0fo01o3*JH*Bxxeso96|-qb!2n`^`e zhxFqztS6%A+IAR~IF%FKS%fLOhj3SnGhle47L=cegXSsA(NNQknuhFz$Ge;HZO&Bg zj?qVSk*V^Ib<7{#-jCODi-YvwAyCSAHY3Zbz<=ITFh3N6Z%Q&yQ!oil-dup2Oz)SW zK9ZZgr4e3jK1bG`_>Q_;UD0qT%LD9V!DX*~ATGYr21_=vyrAU|;F0Vttod>ixbHz2 zcOZzLp#GF}d6{wCnDKn>;0SzW{}cnSzrY61P+GH93|!z%u(ai9FFDf;uTdo@^IPbu zx##JJ#IJPs*&`4!$&$R>e@c##ZTNlZe@ufp4jPIMqQS6yun7!+_jC4h5iRX>)M6Eo zZ8<}>EI)xS4j<;X=(2gqwko`qK8!ccmO*)M;5R>Wfe6}zGd^_Vutx%}yS#+?E5~x9 zR(8_&x_$XZwFR7Dfg9G3-w9`;t@)Tf$G|547=}BZg6%mg;Mt=qV1D`n_KMI#qj82D ze{Bf1u>MGM$8Wg1y9Yjhx0C&p%)+dygqRq#b63@o18<0-xQT<|!+zL<{kZLFp^Q;vR# zY51h=Fua)DLNp5R!ae;i_+^m;+x~jNBtKIUbtQ$m9tolu(hL~U?~tglE*b6O26E|c z%zr=g7d34t5t-dR04;ZyaE_zOaL9l}sE#;;0|)D3{ReNVs=63QFS>@?X7uJh)Q{uG zFMEYn>Xy7}T?KItQ^w8J>oBOiomyPD&7vXOh~cRJ_zRQ%k+aQ9VEhEge`QEaSgd&&gRjZyU6CPzacX22~L0N2+!zmaB2KS z=AC>GH(nMIk12BSGTS1O>^I@Yukqn>?!AK%h9mjAO2x2l?Gr58;KTdtIx$Vb6kMd| z%KMEhMc-Z4eD7i@iShhJzm{tUcx}vTQs)Dh;Lzee!m}& z;eypR<2siu;5Ty|E)@6U3mr5$nTfsJsBJ5zo?i~%Tf|&K$wVBkFW>@tPeIW+WzoC& z9BgxBK9iIEIjgrXFqVbvc2{)4-CY+^oi6f51+g&M1I?2wY2M`<7~&QM%W9M8;1v_-fuk33#iZf9erR7ZJz+77-Y9|Pdj_ES zDP7o?7lw{({#+5^f^Xt_afL0VwBpftj5|-1K5ywc;JyunB8L<7 z8hd}jTS@pXKN>x+8vsA!J5B!F5ByI5q^YNMxgTtAc{1@gDsTTvR*$Ksp(hrTCeLSksnAYUk}UYu)c(ymAu_&=$$>I`6WRE_yrPkm^ZKk!v_w; zQ8Ue$2fiL;DXM(HSV~5}iA4LtvD{N5#(i=s#|FuFd39wCtUMV-meS zDTa^wKQS^Wj!XMwfN3fFP%L6S)PQKJdb&TC+3O?lpY1uL&dkfyKOY0m+Q>lOr~#(Z1iQ+OS;od@t%QTe!{&W=8A(qMYYQv7~kIG@gs z=l&_}f(N6-eCXXHv}-^q4ZNEROCk+LX*=ZNC}&FNSVYm9@#?rXpcT%Iod|m0M$?6v zGr7xShRfY$o46wj^GINe7uP*Sm0Kh#qRQt>?aoJO&s4w`6M5{q3&L2qkcF7wj|FdJTh$D>AbzD-?F|3A-gfHMEJPcdF1 z7Topaw_x>|eOz=zve*J2lJotZW7)B}{DB8r;8N>{ld2~1C9mU&zo3xRMje1DJuz6l zb`aDS9icTL+i>Bg&EWBq!gl=N zt)YD5%}(+nI|R2VS&BPUbhx!MN5S&Wy=bBpON}S^V#&QojJk6P>S9X7eY>(@lrzh^ zJO3OXkLK~N;dpBJPK~Q6iUQ@o3CuUWR6$L*U}Sv{^R=2^5AC*OgImnMl#9u2ppa>gm-%NkY>(_q?0$j z#mT)Va!W_+a_gS%p|zV%qU!EY(s5xP(b|=a@8^cY>f!}>?MEG6S$_dDUAJQVb!Far zO&*RLbq06;YJ^`6Em)C066Jc)_?7k14}S@`=2d-R{8km*G;ka@F)Ri4W_r+ys;^l6 z&zvl7|AK;)m*_G&91FwsS-##oq=SL8+pw5Eu!usx2P^6CV|gT=Y2^0(iowp3NRZF& zjXy8V=a63Ak|-zYhN>ADiQfle8{^Q|?<*Kvlt^GzdDkuvv@hPx3GLCoMU5 z2oo9`ux$P)?oxdx9us8afz~llaC8$4F4BVBMmuZ@1%9B9Irq_N3JSxeP-#4cf7Y~> zOz!DmnPGkS*^)j zcu8XhpXC1puTN>ghn6K|U~(n|E?>r%tBYt|pUdE>b(7?nx$sjT4`ws7VvvS-pi6IM zShPt1y2%sB;dmjW-&DdtufCj3+D?AOIyG*j(K5W*sSGL$6vS(3A)fhgpG19cgO(eN zo8f2%fmb$i4`M=bXcLdQe^j~3U)iwW#8DjOmjR-wLN3lJ9%pH>48rjTfNQ5PYyK2I z+H(bY^E4G()p~KE+E(y)@L6nJJD)Gs)Z`P_h08wm{zoTu72=%7FKO2Ug5U3U!o(ak zNDR0SpG$T?)(0!F++hRdRR+8UV-8qie=f**8a6A<=bsmupaZ)HGMP@?B|Zl^u8V%E zEJAhFzFhmT3oHv}3Fvf=rOg$k*zmW8ajjf1CucCHXdl6ioZ<^J+>(LYY>VMnOu*Zy z1)5{tixpw_@bKC;Qadw(${mKGZO1U?IjbVWQs)rWPmiJ3<*nei?HF`5{zI3A)o8SL z1aF`97pp5&AmKq1d3|^UZ?<2EAN~8lz4lx5ir+wfcDXnA%T_#DV5RCgx-aLGu% z-QEe$+V8;!x(9g+l}6don-<{z@Hn9^=V07sWte^F5au_$M(N%&U|{wHzFe%3yEdrt z-~5{8hLb5+pL52Wi%l_#`Q%<)-VJXVqda%qZeB0+o|XUVS=j3$h411p`eVT<=ul{L zE`AruQO8%}U5=;W_?j|&w);NT=EtDYosHP%Ru6>S?xZ!p-;uV@$LZy53yAiZNTPYw z6uQY$9Psu5rf++Qs>?I@2FDVNsukhil2)i$V1t9&&2jU5DF$5_1RJwrF?i?@mg6~# z_jNpqy~T1EJ?kNE_PGQVYi`jE=MA_`)v>Vr&K}%4&w!A!3Rv^;4Nke*4zfW7NNR@i zTeqx6bI~aNMTHKQ4G5y!_#K?$dtd%S`AYfT^}9&K4PCC`x+f7wjiHw6FTrl}Pt40K z7d;(q2v^mfAm1!N{XTuT*F9#83$KkAe+=W~%oi{y>?@9Euj8rQ0?`wjaODqMh)h0# z!_S&wsbOEfZP+T%S}}|}lj{vTSH3`vbE$ztp1fOkHXI%^4Uf4hfl{Vnw2z!>dXNi-;Uc+JcUeNf*h79T1 zPMxLO<=@;7z~F~}F)1LD``0}dM=s079F5_yK6W;iy`9AWd7j6nFYN5(_#-7E!+vAF(GRhnZsUS%m>z%pH9Wf4fyV81LYvZsSd-S9 zzw=`jZm5Xiif?!0zvS0M_lTUf^*hKtW4|!7zIL zNxJyfYX0;%M_4vXnLBKqKqve=iAD!bK+VxmTxt3mhH>A(@_8@*^6)D3`gRa^_Sr8= zseeu_M|Y8VBZuOV=Ou7Dd@N(w1cO%aQhcqff_0UrVbR)HmTR!DoHu5g^8dmDBd1XHJgDqO134{v=v2K#%p(QurNdZ!&E#V$$c3XKin_-Qx`)sUp|$Il1oYZfK&9-yJH}YbcdiW9viG4EX-cE32LU6!q)Jo)ZczQzvF-| zf8$Ff7KhEiVSSF1=V|G*>!S^-Qy*waJtJ-|TE;adXyV74y8JIqL->V*xL?O9(IUpY zsO1)TIw*0EcJHK*dS~GRi--6nO`EqbWw8>CNkq#azDK^EQLtjmK!R)|21$MTf6Qc}CXf7;&#Ri4bP$ z!-D>gsZ!NpaT?=3-A(DiqRbT-RhErYpO(YgS;43!SPv0Vrk2{Tz97^JvG&eDgb|CN z^==xqJ~o1Vu9>j3{3Y&S-jELq<>=GzK88(7gVLH*IwYc$co+}kT?&;z`IaZtPU(#; z-{*2u0uo{KxY=^sDajagat43s@njtP_6}-HiJ0DBJ&L?-a3q6|PvWC5>XHA=<~5vb zxhY96pm6C*Zu+kpG<;{y?PNMi$+%)@Kl%~IPJ0Nw9%q5`#}jZQygxr}<`?`EYr!or zjl&~uSD1hH2kbh$p6-0}T3$OYj7-?k3d4_2g;`lU(N-k~kG*!}-ko>?4Od#kFIy&J zLDzZoE;>o4J@0}O4ps2^+emKB!yt&&+KeOD{G+bnGr;$5DEM@3g@==Mc+=fA7`^cZ zuGt-isV8}Hx8`9S8WKsT=54{)KRUSn=yupU%^r?BHll}D4yr$|q3xYzwa+-h|y^5*)lO0D>)`MSVBPp4v&bRtq#v|(WxZu_T{-R(K%Y&8C#K7_$u(cp9_QJmT}8hsM0puIz%yO?m3mY9Db%!$YK zvvP;0OFz@irSI@y?GCPDt{jbr+=Ri?Zio}IHxlQikvJ!=9@690(8z8F&A+Y1n|<6y zob8mjsaEE&#f{*Ifve$5Yc$Q&jO1T9K8E^u58i}j+}bazAd$hxK|V&A+ck6~_x-~o zTwH4*zu9TUU4MNQf>^(j=CJ{+E2nX0+m~`vVzf|s{t(`hxMI}Yn=rRoz(w`hBzIG? zr`#z!T;`AhW~)Z<59jD|0rU+j&Gm+}(>B72Y1!0jRy<7IG?MrYb)!{#H=ug)ZLreq z51HD(WuFJI9meM~jBgPGEA`r}__7cfbkP`h9ALVmv=zj2;|*|q8YmmK$^llTbi_c*@9sBwkraLudjsX z&aT{`lvlKHz%rkeu);VIPCE`?hgC*aMw;qo1qqG;bcGx5mMEIMX) zDnNxqP__5rJ4`$eq!I;oqt&qKG2;}k}oX(Y<;2E)>mfn!bdwCV$ z+DZMn#cYSC-VjWb78K(q&+B--d=(bYQpba5jzM0?Xl~Syfv_s1g6p3jMshyA2Awmn zq07cj?4T;-*WSKGH>noG&2>z>ldhz?PV+z8zH8R6pEP0Z#x?#9u}WPJ#)4v#Fz-4;qqHVLvug-88<@hMPg)=pMu2!u9-h#=i~$}Mc<1jROh^wU?d2X+ z^82A^*{VaB`{fzAoEibGlBo!DUGU!9D{%Q+E($+S2k+GtAoG<`#kmpW&~mmAx5}o4 zu4kZmv=T~v&!OG49U$FHNJI8}a@#uxZYWa0{6$ykYj2L3Eii$ZL2FIX|G6q@`r!0Fow6ig`;xm$U{*u0a_ z%Qp$7V{M`6S-QO0d;qkL?F~tuGr&ZjiCTh&VNd`I&daW#l8KGv-U2B$HK}9LeIQ-DN0JOGXo&cxu{I)=PEW|9?;F z?0cF#A;4>+WW#oc%CcTXIn83p-4qDhbqb4iPa`I+l_;9h8=_thqS@o*Xn5*6_Dn5C z{rvef{|ciCZ=VF2*>+&^WF}B6ucqcf z&xq9k8LaM(N9&&XB)E4mRMywgp7BK_>{C4RQddIShZt}_Rg6)4g1~*d4XaPmsB;w( zrwki#51oL!Cf@|dMItJyt|hS*<#?jI7Bw38QfYWN>u8@6!IUPM@GQ#$Yq(F_19hot zRvBcTOD9feq)_CROx|4`2;rkHVyu2Trm?(NmB^E*_<044#2HjO?>A{qwxtvAXQR7~ z3g{1HwZ)?{RIv-ep5Qh*i+KPX<0K$>I+0j^=|gK5G0oBQv*`co2o-IQ1-CY18f-8a zlfD<@msgdbzt0Qxju)fiy%uR#4Zxz~2cTn{4fGtWAVD7jQFN?_NX>W41oqV+I=mPC z0%k&KcNUl{D1CAAB1UMZK(CYta4;SZ?<&eb`k+lN?f5Qtyl+4Z>&+l`b}gvbID%x- zE^*N1nV^=L0y8e0Kxynaanalh)c@`Z^eBwSc3vTmI?XcB=H8~yY>HtJh34~0#$ zMgD(Q5#hXJ(-rSlQPTi-Ffy*d%7BAZ`fromaPLNpnHz!)gEAp^PZ6oyp^JXMeW1(B zgT#g|h6YDJP>xQ3cIDqotd@{8nFU!w->s5c)LQ6KFlV#&B6=HH5G zWLYIFG>J!zNkOD_(kSdK&&I&Nbr`jDE!=7Mho}KwD5(z>H@lbs+9EZ-v2pWrbPFsO+(_c}W!8x>Fp8=AlG0dNL8lvuOB}vEDK!wFAuxG43 z=c_!i-gXt{R90g8vSU!jbhiPQEMYaDfYN~Ra*3<}CHddwe++d&Fj!mcVOd7}S4?B) zw3_a7WVs+Z<=C~Zf*NuJTsuwz*y%%VW&~{-l8%-yG@yNz5ovHur4glOm^FDCR5MS7 zFr&J>-a8#9viA^Hd5Y+;9l)G|NVrjS5nJX@!8($FFN}-Ove!aXlo^UVHnP4pIs%=t zYp`_f0?4gS$E&xULG9{!=;~6!_Q@JFY?~48dom47wypz_dn}Q?GDC@hlDyJu7}_f> zLE+BjatsfFp2sUtd0rC6Kgq)+jln3oor(qp$I)cM8tA;U6HJt!vmV$9=XA@^xK9Ci zY#$2H!g#@*7f?E~iu^gFhk6k^!Na(e*e6W_jbI<5*P(|dmg7m%J73V)FqH_jSIW~q zem4@e?dpW}U=I$B?m2aQmrvfpv^M_DXnc!i+-%uA@98wf&aFXDe;9<{$@ zgw8rM7=!aF3cl-sw0febb$l!Y3JOTapBXUvLlPPeJPxV}C0H zxXpS3biH78zyhA?_wiwDxU1m5PzSYt#Gv`&LsWR9O4e>|M(tNM&ymHaiEPYGyEKzkNXdS=WJ?(;2Wz%Yx>IgNQ@fGDv+8fOJ$v7*~PzlVvDbrYzT3a+oL?Dx;=Z80cSL zjqM+nlb~1LAnbC&<~P1X@pY5f_kI~DCfpVmevsjxqB!hSF-DUUHhADwEC^o2i5gfh zQRWi|%hr|RF7IQQS&>bPcD9j-VY%qL>^u~yi-}}ln_O601oEO7rWGrK4&^55uW1E> z$(~~WyQ4_gUuD#u`IA&W^&@TW8?Y_g7V7rYL-m5==%=)s)mUGt$HsM#{_!$84g@F~ z6HEfajId+XSac8D1U*Byfl-J(SU;Q&)jf4+d+#XA^|^>XvzQLqhl=9|rh(3$DvWCI zCIt?&G5^>#);G=v%NPRY%EKWyJd(tJI0bGOeQCPoN$heyLpH5V2Eo5vvC>IBlrG97 zLE3B&6?&RH+Zu!`zMcmYmst8vW{I;>*mKY9h*+}zuBi0jNvJH*q3P*`pxAi;0(B>V zq@<+0bL?^ua*p5>&PuD4CB)QnHp&hTW}o*BFzT%YjvToc8H5QbDV^Gj%7BP7;k1>iy6TzhoIE$}>u<6G!aOy?qa-9X4ljCXNpHw0^6fGC^ zy#nvDr-9HmQrz};20Gs91yN^{Veri}m}a~N16wUYFmN1}hUucC%!M?UAHawmOe-wY zgwYl`C@BahwE>o3Xe>hiW=%T0D-_x^YoPM)K^kOwi3sP;ldE6ipqBFRa9bh?Jo}XR)tI5D0YZD_F!E|jF5H=W z6!ae!V#1VA>fkaLtX3aI%{`2N?z{vfv99uV_(alhJHd(q3D__`B0r3@Co8Kjh5z$m*$#JTZAH~Y-1rRpv z7pW>J!}|3GAXy*FyzN;K@N)_%^!w5-lXav@xe%Kz!_o1>TQUBbgU0jgKsY&xPQ9Ok zRZJ^p`!E`yp7k*XQDT#bSjKo;E6QG$0t&SxQT-@i2s2=iq9x9tuhfeKEsdjgn@vD* z+M5VJ{SbALB4XcEPdpMBA35|Dfi?+7jM8E|{xNVzdp`KbFCZR&L(%T6I!J79$Q4_P zNJ8aHq8)q^Z9gZV;=p3I8!&~;{X!D#wH_BU?We!PZ(^N|px>%PeXiT#!Y3D@XZ~1_ zJ<>$Iw8PLez#B|R@r3G~!Vh02W{v@Lce=odbx8Iv=hrE46%8{h$_ z3lhL+$2QFJn+bM-qB%oW z8D2;`Y+LBaV>y_;BoAfU{lGBiA}C%8$m#L%Ad2$=!#l3%wtYLjXBdoz2j-*3>o3Hy z^$w|&2a}QK^1-X+2ugqVMaS*|q|o~&gze}H4QqOX(YpgEXl|5gdb`4%y@Nn6fG~ka zEc_ZnA!uqRaa>G^kh~TLciJ%>?IbGL6)BUysKM^ZIoLJS1TDTqpmbuLZ1}ot__ezV zOg5aS0`EGa*nM6s9XG68V|p>pT9<_Sw;HK7mx1qfd0;+2qP;^25{9G@X`&Kp4BCMb z^9^!KF`G#+50D@rUL5dY4}AF-gXdV?KOpuBOl*&VmH``4C>&GnU>1zA?~*}%b2JLG zcZ&v&K93sOBFyS3$Es1MaodR;uw9%AhI@UXd(91a98b~z%qrTe;wUD5%EE+%L#Q!s zBt}UulgtEL(Dy3GTz7R8tjd<}E7}c$EF-ZSe~@@Oug9=?m9$yU0~Kwb#koGCK`Djl z8`e}|#J=OOLp=mbcln}l2O%wuX6WcT0phQnht+l!s3>H*tt>a%EV84vY;U6!mW5qk zU7_b~3OW=A!r<>x_FKG3({|<%8Mz4a^ddoRxjEW(_=58AC=mYeMU&du7@(;KMHc&U z$ES7ufV%yxd!mY0+s7>usO<#dPWWc$?!w?X-hDM&7Xmlf)fxlV>W$v zc_WNv8d>KGYYbEkCyQCmOF`OYR*$QoPfQ@DZ97IPb5@duuA9{SObNQ}@q~8UP&Q() zkq<13L$~tP;PhuTbokmp=At|r+I12dY!8EVw?1|W_tHI@6#p=8q_q)&|8a($?aHA^ zkcfiOeTkwtwYJ9{RyR*E3OH2`%Mlt5&06$HLMP88PPXi!hPT=7asO(Ir;%6&JejGYIP->1;t z<}(T6juO1Q60&-YfPd4a=pamoz@5<~G&~C4O&bVOJ#+CNZ5b+l50{CaeWAfYV;IZ8 z5~R+fiS|JxicvR-;^zBupQ3&s*#3khdS8Ot-8IBo9!X48s!+`)2HN9((}tDS*gPzr znlFt7>!zp{oiZ!ReKV}(RV63UB9o2ZjH5giV6X@wbu8P6-r9;ufFo-yw zdO<9{F2!GQkyzQo>Iwc7?)y&zZYN&@@oNOhpqEfUvagwb?}+PVuyzpF?0d_#2BOr!bk;b2m>j8+P>+5gUs$?~4 z9tj%7DzyEiI{Xr#Nahz|pm7$MydDHr->zZN-tS_!c#-a1zvlq|d2I0(y1gRpY>20G)?Z%gg;eHyE04pjhdXGOIsx~+(@^_; z0BS5TA+<+r(fZYYIFg;gtEQ0`vaCFUO9}kQ#9b zM51uae0l-f^Y&s?({eVqv!ZEVZ-A$;61%j#U?J3l!gH=zqP>@ny;=kI7c$|7UNRg= zDPo?tYUsWffgZQtQ0FKK`gB!L=T-G+V$zo^YfVGf1IplV;u2b(T!$JiIdGx;CcI&u zcW3!yl9VzT5;Eo@LMV9d9tUnY_VBPs3LP7dQsJyb=zeMgKD`bAZdisDP6c?`p#-FF za^Vl-#wFb-Kt-xd>=r*8ET4ZqZkDvTE!O*UdMs2L(#k{9JOC2 zl4RB+Yh2Jp;oTA{xmPB(XFDrtTQWAg>|$(knfT5GOE77RhRO}yMAIq}0)zTN*h_8b zIDely+!=`$H~qnR`W{e`UP8B(3$e+%3JjNTMd_@ea?zY}V$D~R?yf1Uzkg56?>mFu zkbI0;FGCeWrp3q$LBrT9sL1Ihm*{X}N7+ZQ-}v6BRx<?XcB^fj4 zgQspXI#&Osf^&O_PGBwuuKz}QoH|H*@HleE=m>VW&ICzPq`WIM8aph`uv)H+v{%)! zerN*`I9H;_WgZSxRpUFGIiS7t49&Hb7rEn zKAYGd^Fxb$>fm$yA#q=)2AX~1QF>34XzN+Qw|7UuGzL)nZ6vW>6b0utr{KFMTQIQk z2nee-5=-wK^ssNFovKnatVsk><#6!u&;qy2TKa?4JwA3fPZ|z z_Ao7dPgwxAKR8UA=V;-wbrFzTQ~=u+CNtk~45-G&W1)Qx=33=bSS-WLE4x4{IEAHq zmZON(Fm3;h$0o)T*QkmEf$L4N|BeKZMhp>;eh>-L%_E`Ss2c36qv^flY^L&OH_dqK z4}zXHqRl)4P6^XMD(35nG%ZxoMB$9H z;@G)ZnhL=Nr_rQuB6YoJ2KBx*;9o2TpL92jC|Cgykp|L2C2FslMmiYZM0-5*`T02! z(Vui0AWA^@9YtW0*+K;F!Px%zF~d;%Q^&Q(<+i6I@!vW2Twu?T)(7)&@KVZZwhnpw zdwXQiVC;OHiyFtWsqo2A5dO;%D`qYd8G30$gkm68uFR);n_?ia%o0>?90q@O&o$cw zL+S3dV19Hy2357lt98O4NdB9&0Ez$TF}qgPaIn;4s?ZKa>~oq-ynGtb5eJ(~Sk#zFylbw5WM{W5_)R&e43VPMo)XX=w*{IXt)fxOCqr%iB8uRn|qJ9nU9!flbk;H#+5cp*adV4Rnq4%TDc z$mnDQ=ilGSpDtxIHwmL2gD;^y(-cRIJb==$r((TBhq0sI8CGM=g~>j(Xnt)BY|y?2 z_RpQ!9_ScIYRoa?g9t5sd&B7m7tvq-gCV@PQ&Y45KoYi3uGx?c!8=@m1tVkQjYNpr zr-t?h*GcAqXr_C*4n`#fAQ$9<-rITT9U6n;Ue}@Y{9JJJ(Fgq-&2mYcm)QM&Ey&(7 zADdG;c!LDp5}s3iO#;H(xy0nSlq|k}5&e3f!HIthptNo~wq-2@VT>Aa3$>N%J9!$m4l;lU>q3m(a|NU;YQW8A zCP)o8iIvXTqUDhqR?}TU$&NU&STzf?LU%DOO((U!d4_p1c2Y@$H&~eMg9Jf5SogU` zQ@>ZUelLl*zs$v+j&|y&z63M0Gcb3R4uofAf}pX9jBbm<%K7724Z4O3sw>13yIIe3 zu@u~Wr=t4S5R_$4hYj@?(0cd*G}RGc;nrMi9(4oXaeXj!>LF-iM^q|&L-52Q6t&F- zrN!&v53AEs*&6lB;82X1G9QY{QpLs})xlXegBHwpL;tPAvB3N^v}+6|1!ht(F&~D4 zMmOpfvLC{}KPT=_!XYX^5B~{jP-<|8xCvBf>bw!y<<>}QZy>nd*$i20ZlM3XblNZ^ z0YwXh|p*Bwss))`q?`isfWVQ!J-<4NpXcR}i_X6O2kar`dU7HUFs(V(p}Q zQYkY7wP~v$xBC~(@EnJ3>8GH@b{J}|-VK40lT=?Im;3x33$aXNZ<}@sg%dB(jOrbz zv@8;uPxb}r&TX*o?kLRfWULp{lV~z+Bzg(5Aj3Zcg$5#mlc%F1aXs+~IYBFoS68&p+Bydm? zk!)TocK@^l!n*v>#q|<|jok}^)kflHWr^5rEk~2v)?}Z$2ee(t2a_2WiExe=eK%z- zREjpywqJYDzhp2GI=9Lzt^W~?OjGpiHwrD~!(dZmIQq;SgBp%kXp!j)qSF0^LZ=f3 zz6?aES1C>V)<%R^W6K+^rej%9JnUjQ>fIHruj{Qv9NG*}aN0)fD>#F07ki`hYC6;o zErpJ8L9~7ROro$dMgM&&B+Y&n)Q)yQ<>pi<=raiQh1%rTSt;64HVfM}Pwu*PA$Brm zj>F1S&|h!_+;n|WBRiQ^rm51j(%s;g`%(NtKNCC*^FZ3$ibQge;Q395aR%z4YX4_`3VDx&`C6jXj@{`WHq;>~(6^HevKKFF0r`I#r5r^)>I$=d|iz8 z?JKcIcB<29sY%*WuV~9-Mkl#CtWDQ8SoA_wlpXwW)-(r(;}2*jzofNh{m`oBD!?Es zXqub{qOTs%v}gskA3B5{qYt2R#x-m$NQ3soaUiq{1L2qJ=#+mQ1ulW&u*liq>E#SQ zS9xmP>`fKlTZz#10rA-sMaptdV#ecO$la1pg7(cM`<}A8m0u6JEjzI_bS5}OYz4F4 zWh{em0_|CxNZmSXKzgxodg-XK;OgiP-b2GtGI&3&j!(plr3Glte0`2{77(Mo!`N%= zhWw`&K)#0Ef8vFhpqY%WFZ58w+J>=PACb%N3)x)Qj`&+&1hpa_?rgt=0u@#2`DZY6 zX-z`IzPca{_7HdV3}SudPik+FKy8PgLBFcG*rRb2qm<=Tdy5+Qg+*h*c6KfgB!Y=i zJ5?~IzvPBH(f%Ap{41J>V%i2O`tLDuojL@K`d^}IV=~#in+K(<ZlT{REWI}V`})j|FH#zeSgFPJZr(J;+K5UXE- z*wi%ep3k0PSJ)ipIw75B`=HX6LJ0bKL|!%MGSnWTw7b_tF!`8Aza{13@W2}wFvSLf zw6nzBSJ+}>xM$y5mSbcrwtNcP3ru-nMOet zdah1~2(SGpeBCI&x^gmhe2v7Is6?>49E+QD)3AGqGU(7W=vm!HM$VLiLqRnZK1%%1$D@(xn`bl(P+C$+Rws$d(rnyEt!8Bwan`K|4K@Qy{ zB6SC}sy!nnfi5`OFB7oC3LYm_U|M<=iFg#x$SD_5b4ocX_VgA1o6qvK^8MisEN6As zX0(^6p=a_4tb56W+l^Sr+|4-lIekGg)0pZ%cpwh^7)46IsKF=pT-PYcVGs&y)Ob|| zg2i8DPC-V{c=;5XWF7;@!*At1W-o~FuA{hgjW@1lb5i4lJ5g|QtIXTb2mjfz^N=zO z2RN4Es}JE|w(b=CTUCQm>HUc2oedaud=m7e#!=_Q-LTCy1Wc@WlKXQX7VLKgrRixX z+3!WA1D=wM%Vr=UK_aKVBTzalo46-TW_J+lZPyfI^RqBwdmL#RylCeqj~(6iVXguQcU+r?sZ49Gxfs2AyqvjG!-3W3pT*xC?8TUU<4 zuBF51omzLS7!`yCn|I-4=75fOu!d2UjO7$QVAA`FpIC=sKi1EZ9bNjgdCpfozoJhw&% zQD(JTi&kH)mYi~G$>#LCfB#yqSEilM^SPhvdSBOVHD(k9oz3Aok8hfw?!+OuU6b^` zs0GU-23+3f7*m?>#T)}IuB|Gj^I57{KkX>=$5@zB9fA2b&QWhRofn^n@F@pMVM*e3 z6fEBdi4JF=);O8Vhn@n_VqZzzb03i1?=I;nrF(PE36>Of14Q>6Bq8p^{6_3Tz}J$jDHz@;n*TWhwWd}$gQP~V^hahjGr=(F_wg=OuV$r>Zp z;_4EPc7x|Ko9DgJW+Zupdi`O&Um6a%Uj>~}PGCoOu>R#2(ffrS1X*83Td!2Gdmf2d z3l_nYQ)#H|-U|~3ErvjkSZMpjhL7x1gU%iR4O_24YV0}~U0nc$e*Wn8GXfVaB&I1X zpWEF{N5iMZTsvwL3NoXZZLfZ)G>PJZaWBPPH7lXLy9K6p%tzT(%076X1)bkT^}gI( zR9r~~OR0dnX4pW}m3q`)OWt441WB7@F1J5=2`b7;AT)j~x;dN8Md733kgEn!y znsV0A=Q4(S?ZNxRi*{D#p(HdOmJhg&24~%2$f6twia3Ubeh2x--!vf28w9#V@fsMh z17*$GJjyo>3fj*?Q;r+HU$+xNZe)UT!arOvJe#^`e6c0y2FBK0#vI+RFnZt_(CyyL z%Lb6QWt}Ltn2-bBgF2a=?c^FhH>n&6}^3JV?D2x<3=($V{vbqCR$Hy0`^{k#RDS06Z?A&k>b)#ItO~XkAqEyIiOWe7%d7LT=duEDzMY8p zVH7rg%LTK~lTpc^u(nZUnnCuV&>pgedPKUHyN9fRkcR7!di*$eIT%65pNr7jXee0k z_|EHg&%;5a=LWBI!H-X4(Ym~rMO`7LZcrZgejUp)q|x|pc^G!w$l-S5zc7zq<=FMD z7}_n15lh`+$*_3rP>$m%{0gq8UQ%J>4@t-1xe)%CX7E1)!9%CvO@$G>D({ql{<^H(oz(!nF#@(-LSM)jtaXY%x4q_ zbFU=s_*erL??BCJ-8H41(FGG}dy&{G>MaV7wnB4_}Fr z-lRopM{yfgf)1n)NT*h#c(EBMr>xWj74E^T|GqKzdmJr35&FDq8FO;>g7%L>oY4?R zdCEY%@09?W{g*IY`Gm*Q=+gAt?`+>I1$f*UgrYAeS>UxQu&jH`+opWc=>Af(`{^~X z_QFwkHBbRTD^gkWjyg1LyMV2;vthNh3XRs!0MR^SO~tly2$Eg~JH;4YpGfuAIX^!!4C3Wi&tF5;4;W7{GwD?TGhJ^7N+YC`(`C2;lR zIGA|20z{LhN^DM##TP@!BmP=|f^AB*&fZVczGnkI9DEKHSHpRynLYOJpm*;oJMN7; z!SK;F?mV1Wgz#n1p1g{9D`$}1ij}O~Cdd9)im+|xSnP@qLv71y?vXej3J%>wm3T5{ zS61Qol>K1gP>qK3*FaTJZ-Vf4yq=GhND%<+CkeIAp zVDXxK-_|Qk<-L&W4jq~;gmxU1%7-ad6{xC| zqy5`+=%tKSdf6QTY6E0#g?jbk5Iv=#}$B5)`uHw>4k zEea5qu7{RIsZ8-?4wHTM0N0i##`CAF;MUq6`k zzw@a7^c*-%*hoy?_j1G3aopG^ia3}IsM=?Yo(%)R|1{|if$J%QU z33H3oFr!QE5H!XPl=hXH)tTfuZ^;08i8&JiXPw8k zQM38i9}&bBd|`%jt+~++^2aIvD4OfS+$y$^=An|*I2Yr=lu+<88j3OhBY(`%nK|00 zaCPej@|z#=xaQT6RYq|V-AQ#-&0KJ^dd7qPU5xo}W1%!IpZ0GQL38bP@Vs;g++N&a zO3_TsN1g+7?9_LfCo)MdUzMayekCnA-ljNZ3N`Zp9YTZrszL9 z297wM!PYPPP(LRYEl>TygxO}W@v{cPR1qMHbHm_|`C$0k2vZHxxy;)Zli$#;uD_OI z?BCZ>e6WP4rnYhO9{=)1l2q_$RYPNA1=y9ufV|X!9qf!p^TP8m>v;)0(6b

Vrg( zK1q_*Y)rm;I3}1%VTfH7-s^oCRn9_QXR5@BnZ?-sQzW)L%3+NaS@2$lptaIx+xM;Ju0 zo-L@De~!00kdCxHmf3y}1>LxD?8StWpbMXb9e2&??sc_1zhE6IX42U_a1Hd7+ySF7 zdTu-pNz@xJA*$=aA?;V)3+6sIng5J|%rm|x2p04LWuO1(-Z_zc%eg#@Wn$EkH2iv} z7_$5lK)mDz^c)_8mTVWq?QG(8t5ZN-IvX}SlYjGd04#6{!`5Z=4q9-A$$Je!AD?{i z`Q;+y`W8S}MhIH|Ue8s@Lm+IO24u1W63ZE%d068~lvO{XcS(sRXTV?-{BoQRT3Lz< z&eTK9(|Od36bW-*lZKQt6N93!^9A+!P`Y6OmibnrW^VP*Z8Z7rh{8{5^q98_Rq3-(`=g!(hTteLMLWSdcH&Sas6(mW$8S1hn37)Ty9orxjU{ns_d+OLtTdZWq2rH7tSfgH zD6aPg&x2;rI(-PrN(9(i?FM6Y|DRI|#P&OFym{tyj1K1b?lbX#t4dH1ZO>(+B^ujf zQK(IM$4v(R;6s$zVEN92sj8fKRFN;ZdZwb+WcohY`hfXA$5=S+M3?&<;LVg(R~03b zkMJwc_-+l|=R2YDoC#Asqs()O6fy-V_~ia=O!zVnRSB(84|+Qca@^njTU&Ew8% z7ol+-F_HJPcm`Ub`oO;|?v4*MojQY_v3F4SBtg@AZ#L-ucTa6)n2y3&6R35OVfQUT zp!Hmcs&!8!saF?Z#~)_Qty0ZOn{1%t@#11_C2g56xtFUDh#{D`RD}_mvC(lOd zfdp{FrKlcL2g)19%&C7bkXpsyj8xj`d_D^;b2QBDr;ItJ2|-jBrtv-14I4M6LVbJ& zCdYY$^}%``G&B|xiM5U@9uCDdC(*Q~7!3ob;G&P2_|dTj{R`HkL0Tyu(VYgPBq_)} zK52$T605xT7_X}(AINyHq_O)FP%g|u@uFIEdD_75{-Z&+lRjL~c3acdi&*K#9^Bxt zA8dRSg=Klw_#n}r-p6}UR%wlms)g8=T+8BP%ZdBRMz_A+toG$u*80U8V@?s%IPVts z-#dtZFLy$3%BTsJZ`UYl!`XW*fQ-Sz$zvW4waHQxKEEL`>=I!hWob$W?8b?@JdEj4 zjavQP*uEr_-*wEuqLM_k=n;Z;i^oG9D+ZIj|IkjhAG1S$(2VeI4G3FzGMsf1zRaPV zf?SJkCPUCDL?0VJ$XWb~>ljxPg|b7J#6p9|ytSk!l)g2FI<*+qdr@v6hP;-SZIaL! z4Zc1e0s01;VRTm(7#(xP&bSj$q_~YzufH`rdzYZertv5&eq(MPkzAt>}(z>`&Z=pC2@@Q@htk8fDf&@c?Lxd_@V zt{_`DQzDWYfjVdgC>QJ!XL#UG!|Wkdh-x;q;Ve`Yy-He=J2RZP+CGI#qi z8x6%Xc-GB>Y?d|}7D!K^A@9x2#(9I*doEZdS>Us*aL9iY3R&+`h((a`AkS`)u<_czLbQpDk!}$0gQLuKQ9Ar8FuzbJXXt9sp=Ywv8Vc~8}{u5B~#174VJAn@7 zxzIU|V@!Mq8Zgp5uH?e%@<^0VaAHxP=>0Nf7Zc-cR(Rktc>g&aL`iO9J3A?zRj+16 zJV?jFeG6!5{ZWt|%V76BPNBkGjLQu(z;Oeza8r5)=`{6d2E&`{6VNE z+AZ}%m~aX`LM!1}V-4ztp97(DsHC}bHuju+0uDY>q3Sx_f$}y>8v8gx>&n#_sLlrC zMZ^IlZ^2q?Eo-tZAy(1}vQl62vNIZJ`ICd_)<8Ize;ZYXN5J`f6^gD@VBnV=)Q+_W zN7H@i-z@{4PR@s}J6X(PKwr>>E<)>}^T0;^3uYbp&P20y%y*gqJUL*<0Tozp4&$n9 z;=$exXDwR?gVBP4l-s2J(vd?@YS0tBBjjl4@QtTFqWuBs#Fb|$xJj==sJv^!6%U25 z#Qrq6#*6~xn#VkK?gb`XsR#b#Qwc6ssr@&T-u5|wzfYxqXTV&5ra90(={(rdy;Ezq z0}8I6BZluUHgRVhzNak0`TVUjl$&r^uhb{e=PN% zRQ@2@o){u}Zt5vFQFH)IDo9`S+&~d!`h90Pp~QpcH;ewv|6w}DUCpK}UpP~x{Ht+v zIt#-0CnRmjrd;*&vS#Ju^UyLX7{xn(G84^C*lMq&nQMW#tKT#TuIZ1>jdQ^C%}JX1 zuBp2^lF{nD01WnOAnU^qp1kM|=8}J#AY6~SB~ASMmkBuXK^Ug?9}T+93UHXc7{3op z2j}4axHcS7|IG!qb6zFFvnk*v?ZK52J0tvwG9St!*avd#1%b~Hsh&t!xFevj1 znp%$moA5o*V5f((I_a$0o-PsjwMxuB4+G^q7j>v*H%M5pg}jtn)_ZCc=t`cen;;yb zLaxBXo5>hgbpYHe1gPpZn0It6WY302VSB6;QpdzFGhYkHS)T}wj+@cVFo^4nCvfZJ zC0JH=8l)3eQt!SY`B{Uo%a=0CHX+PTv5wnWQ0}qo8ISuu8f$&uv82_};I?HPWbD|C z(o5s9qcVY8JRS#*P39>0xCfy|g3b2TAgi0CQP%J0O)Hh$i+oO5=50_vpd1J35+;9> z4z_j@%OcO*C#DvK>kmN0h%^YQUW|&o(M-Orh&j>@loyjEs|(xfy^?EqtJdAc0T zmQMu5kptNIS1`UeN(DVxBG|u-M8oyexA>@vsm_*bTAvW3d)7l;Y8(ooDKk*gHxXq6 z?{kr2CKo0scGx3Zcrk*Q>Oz*fHX zJx|iuBcCP1V?r6*}G^(Vo1GIhews|4W}BPNf!%S1`#YQ>9OrW;SQUtJh_ETLR=ixyf6 zdV~9(-dNNX1zHn*Zh!a`s;v4jMagvTdx&O+_-+#Sm3gR*cZZnzh0r|tG{|=J;;DUz zS1kDdt~b)|ge{Rq-1ROmU1{IT~NnZE^bR$pFlLDqDM!L{jda7`jqWzVBd zpA7I4t060@H|QGGlAT-gG0vF5izZI6Yjnx`&I7(J2lMPmCLG(&l>eheJvIZ-Sb7s$j#hDpoLUH&ISYkLkF&5>5zzMj zEHru@1bBW8>}BM zO!9f}6Gt)8^%VFQ5G%P#40Zk^!AV{Qo)h%p7yD3@F07M?ZeC@HTH@lSFTheuCHlO) zjLIH=Yf>9(@N52QRLyurbLUVloiv?UcR#^Q{t0Dv)~S%+mIWCBGvNIm7xKq5xc;VQ z{w3rp?sQ3kxf|0l>tz5j`(HI(EBfL`eT44r^RU*gmG`eX4*^%q!R^paZn(z;wqHL5 zwa0xxai4lx9Tu=*oo8roPLxKJKz*DiE8yW<+7mt07CWXy^3WPTFzmgWb*KL~uw(}K z3$iKKY%I|&rd}3NFnQe{xT1G3+GWlF*@fZY?-Po4zJAP1KL`cgUQ)-EB?uPBFu%p+ zq)oloSj1Lh)Al3~k28WoniJb5c!KE87|r{&LqY1i2g(etL-^+Y81tBRm@JRQ(0yhY zF(VnZXt#&zNX#U`298*7O1zEy zAB|sm3aVSHQLlSGY7Lk3wU4gC3G&3=)7htuyud|QuCt7ZTd?joLu~r&1}*`c!FMCg zErSOz>veRu>8Qh?mkrF?VHeoDM$tC0=!GlOY3)@vt5L7q4g+pU(U2qZp?96D(iSTh$%at zsyj#z$v9JsZJukmPH<2hCDTA~PB_Xme`o|x_Asxnv5>#W6@-7unage`eD(A+w(Nex z8;Eo=nhYkXd75?1x2ez^@0xQVo~*a{}_>p_}AG6WvGg*Erf(N)g~%$s+@iSWx1 zN4uu{eQQAWo{I}3-61DA8m!XXQC}QMouZ~Fz4?>b-P*=BrpJJ%-*k-oDaMQm8Zekv zhl0^kuJY;z$vOSdY~2yux;zGSvazr^^&054lON>x7jLjHBrZQ0ZPrR4n9s)V4MQpW zv{9o^`vMhLs1J3QC6{Wnywmm&I5@09%e{+PSLz%b-8F!Z*sY*<~)REo`wfwdZO5#eEP+8OmR7x z7{kk0d6c-Zl<&;^7J2LDK^Q*41=1Z(gQ_JHp3LN!`1m#mp4)0<-ySi6(Ke{PaRPO@ zjjS_~?hDs;VpiuRa2^qWNo!7k;rnG=XnKfeaGEneQ_qT7253#UazWu5wsH4SY<=4k zpPW;Hs`~|vkor@^7WSz7aUPXBP+gdx2|+Kd;pw^%P-!P~yJar)ea`0TucEQ3TQBOQ zECG9`LJZ&gfwz0?#Gs^J)c1ZFvwDq&_N-IPsrPnFtxpHxhm$Piatgk>cLQvG-;Xi( z;^EU0`fTe9#qT%EpsBirr|LcAq7Z%NeG{v&t=8jb4++TAo`17^4lL*dt3=>NnT9_*ch@~1zTV5}YVet8S)PVI$`i=`;jT47BP zogXRZ06O|mkI+^yD5PB?iwC2Bs|@7JpGfip{$uL-tH8~}n9pdH z&3-mzlJ?fY#aB;oyS4jJYw$0Vjk3kk&MJ`Iv%|Q*c3?-5nnhfQ!mr!Uq0+UPEuzjL zU7S5jt^1w5IxPXglVpuL_A^r*_hFW=$b0?EL}E5B2X)unCC18Vto6PFws%isv!4yN zHNDh$TTu7M?A~1X6aj8 z?PPQtHWT%>5%+W39fSWm3HmBS?65n)YezAty+%J@Sj;o*^`QBl4_IHHhq?DdU~6V}i7+T=Y(#JY_%bd1E%H)+g|$;Y+x*(Ui%42*lPObzFSC3bRIU zVtz-$Fz%5nI&Hs<-JhO9hx<`rVi&>XUhgD!Z}0HZXWc1hoQD-ZGGNA~Brsbjq|Zb- z%qh<3-J*|2VynTR+eMU3uAIH-nws=@FVJdpxboI8jrw67n4K7oj;pJ9^8+Pj)emL< zv*&QH@#O1|%ab^+q&Z7^oF{5?!Df&W?M#od?$^CQ;na({C0u77>FeOf1zBS7j3S!7V=$)cSAcj6*clKBjd?pj7oEr+j5&<* zIenS_&otKHJOnf5TcP98)zBEJLdU*Wu+52l$D}xL|3ti;*DFc*A1N&0<2Z~{MX=Jw zGiZJwhF9IBUAnGjVElr19L9FB1}h(Y5_<*>4lYCajIWyIU&v29cnqUAXW{$DGhlnn zN$^hbMZr)5a5?#n)qbkswPP-zVAwo~FklB-ZS4yNp#lhSO#%I%i$FiX0kXc@;fs~I z=yhcWbj^Ojo{TvMZeN|C(egd_i1)+zN5{dHO(PAsNYj1V6to`fj)v9qc-yjG(Aei7 zDmI>hX$v!-%Q#qH;(l_T( zIC&f|w7x*U^BdrQz8eTX-;{LxYtG;2OTeyfHAehQM6ax=s4J;p?KgrjXUr_jFWZm7 znqAPb+J`Oql8A9r)4AX`eTnTy88#Yp@X+>c@P+2l*8KI@HR%-Z7&(>OWhe5i2_?MJR$$J7sEgtu!!t@?`#9j~&sf>)YoNgnzO!|Crt zqwbxHrrj%stM5{mQqgBkdKc|L>QMm(#R}+1W6bxVG2-d#U`UK}Q|fh8%7znQb$php%sx!Y`iTX!7O-i*1iUU80f3ab`5+KOO{P4dvr6)}uP0hR92M z>-ehO67A+#vG@CPaBEsLI{y6|6J8MUz~UUJJduS(pNcWCvK*WG5VN#FDYh{+hy2uV zu5+8D>7q^(%TqgG>&_y`5DvqfoRIl25qLTlFj@W=)rBUE)jtB z%8RJVZP0kl{smMIXRrcW4cH17L&9;=*MBVlgEbPcyqXQ>MxRU}`mX~}v#xDW6`v?|V;7SbNEKNh>Iq*-7U@oaWpe^Vi-GOr;c_C$Nw>Pue zXNN(kUB+XUFGQ!NrP#P85{>CT@Nq&p>IYrozIzXYJ+a9Nf8T_R?E^sC(xvf#*&R~) z7h+U0>0uG!8tuLfsCw{L(%x(e7P|*SPLvR3J%keFX$5yoQo*aW7qI2>9xz<>fX9Em z4K^MpL9`=E;zY4zooOJ*Pj@hnyOaa!u@kb~FEQ(@_gT*UENC~2XY$5LT=7nVFTUi# z+@7Z(WBn9t-W&&}e`ex?9RpGBwFc@EX&$WTl!#IrB>B{{ntHbvI6vBt+yBeJY4d51 z%=mfW@0uSBuV8~*1MRd1vT5!Wrf)p~VnP>y$Rz{=PUNDf{HR#B<%UN0 z$D{IKcbaitKNSmmJY%{DIjp7KjKLk`7B(Npm^t>~UlIy3$_y7tb5XatQ=;Ddh+C%9 zuG~XI!1DM#wpv&VsofOt@H}FyM-B?yiTe(_iMI2Jx7~OP9UqS&?W>$^Z;z%Nu&>zm zSMrGjzw`0p3NRj#2!7&FRJ}=*?9)c0LpOJPU!4FZg*K3}>mkZJ!_d0jLFi~ z5dS}fsD)>6q%ETG&|#cbh$ugHO=ACVCDi>Uih><_PwaR`fw#{5+S(Y8bbf;k?z{8Jgkncl&JmogxAlR0+G|IEtliTU5Riz_T6 zpgkv=37tbEp)b9m9iw^F(-j~za^_v)^H^JPg4oeLwDVAd{XOVzL3+D5w+2PwYPD|o zJq?mi(UK@c#|#_PA6-n@eiPPUdj(Y!MzDM*C+Oa{C)^)N&)55#_&|Rs=D5+_?Aj7g zZ9B(AK3BvJQ>H_zdKs#MzjIOIGL3o+<)PMI;S1iJ!0eV2*cNz|;ft-{{p&moUr5>9 z_>&OsxCfh>3VDcWIA!o=f_;27bcAeWhE+Md>2WG1XWQVxQ8m!E#Ti_RE%CimCE8tl z%DpCSLuxEWH_xe1_4gWhvGfAU^5!z{_AGRs-O+G%)A=D==wbI4GM&aed)BFw#cC)~%SjWy=TwZoxGDsGV0V{2(5411Xp1*+VtQOWlUa)HMX-pm7$}=2|&}ijE z{MnfVzHjMwF}N6V_OAp%gjk&AwvXpqB%{n|HEZ~60RG>snR4QG6g@#^H}4?}r~VR` zvy;%>SB~N5!*OdXN6)-@AV>_*ByX@rkx6S=*x@_SGAE219!_9!ACg%{ziKdgDZ^>Q zQb0ELIlntJ9~9&I!#!ddMSt$$GB*ME`yK@4_QSj*wTjJ1%*3Cs>j4W^L#y4dVD_sa z*oImWr`#^Ca!i0vUrwNJFlm7~)UCLW&eqK>y#32P_9gi$#(f|zbioF&&dCPFw;*n} zWg5D?bwi_uvEbK_Se|_bXi519n}8`$P_4p_2;+W5x4_=aQE`D~WtYIg@KiK^`-aI+-jsA+_XP{Rb&$IHIgjz8&SR4x zd@;8MpDjqo?Vr=2_pNLHpQ#0x`sJXYyp-o?37V%HV21e#%8k}y|J-wE-nR!DZ8pLD zp_HrJQ3F|@sfQ*_pIf{z!U#+SvsN(}$@S6tnJISlspd|ne!*7Po|JdX61Rr?YVc6g=4 z$Ch^cJblAdOG+^Og@OnC69&Po2BnURS&C&ITI{bxq2LK`YJbU|ctnD3*ZT4pPtu!S zEx=b_C^JCs2>&&kQ297s(`6n37FXO*)N8vW)V(`AF{ODoClRxTn@t8y(-$ zd3s1s{RF~km)|uoJwiJ7DGSz?mf? zFV$eyh<{m2c^}lhnxsj&P>Lp&zk*&~B-jle#m9aL#pG+dp>e=PXuMR)7j%z8lenV* z3wEPw{{UvuM6>jN2f)*|9^F*b^R3OpWVRFpXN!3F-TTaO&jsqmjmId%8yMQ3H0-fP zkQHjfg|k%L&bbUitBt@^W(&e=XL##%%7O;QNyJ#mvmRar>GD6=Q{zf#>vL1${o^^C z(ozfhcRzFIh+=TMcouxuErF&z`FyQTMqegh^1iW9tL2p4RYJ16;b>A3lF}HyCrQ=avJrgR2 zmtx_NJ}684hjmR|gznz^sXKQci;6gk4W|dv9dIb>GL1B~t)-y8+XGEH>E2L!o!Ojn z!nO~M8tLLZjd)WS4>h|AP5+!^!kO!s`Jw_ayP1a%bIxK;5Pc7xUuVj$T@v;9ItU2d zh|2}kX|>K*V!fgcOZf`Q$Zz7hk)0C3haIf#+Zf(@N*_9BiQ&W$;$h8qgXPk(?Cy*N z=uk`rxq|Kw!ze@h)=DE-5zURJ(aa(ki(hxwQeH7eBYQx3Ci)pZ=Z|CCg>$U`@Om&( z908@34BPUZnC^Ii_~W}coMEPfyL66qW#ypxrT@tL+X~j^Gw^}eChVjR1#`nY#7LH6 z^12cXbSQ>0$|X3yj$wix=eas*G77&3qtWAG)Pr^bSL;RK_mB}FYaP$u9gIQMoGkdR zmxjqcVi3GqD|y)WC|czOW9BV2?QLCvt`YrE@yU~mPI!sCW?X@|BL!4*{#>jKy(_-; z_a(5nx{=Nw>S}wt7!-f_;w>k-zvpRrZcsJo;uEN!FBocvUgP@D&+x!~@z_}H0hXIr zaf9+(VDV-XI5-3PKfeX4_-f6=!Ah`tJOP8dA0XyM4m*<&!gCZT{%0S^nkPsUQ_Hb# zuno#S9#wzOJ3_h0LJZ#NgMx>@qRGQLuKzI<-p8e*X@?zTj8S5EWF88dt0W$ZUokb1 zSftgxpvgtcUFkeGJhK2G=s45{QrA)34vC^>CiMtJvgZFO0Ll)cgH;q73TsjQ;3_x0 zWP!G}wkRG{&JByk6O&Saup<~e&yPX9z0s7HyUaX60S%LUz*42hoBpg|qM5;{V4GOb zlz32WRx{nVZ|b(xaZFyY4R+>{50L*4_ZCV}+3PfV=#%zrcU`^lc_HKvngHriSFrZK zG*vzTr(6lT4$m6rR$(<4;K5+9mIu;r!##;Fwin?$oy~( zz5hoV{L4(}IC+J8NT2bEyVJlZc^FzxXkn?PG#B@q51V&hLIE3q+O%|zf8>I8?`*D1 z^n=1=1aGsmtmaG&n6;dT*qONyH2(ole|ZW9MdqV2@+4nAFdK6+=$$dWKqAVd-F)R4 z+%M)FO8oPnW#4uTXgUqe0De{4XDTroadr6yi}jO1&B1{KrRvM+&`P(!)TSI16**@`mC2kwU| z(M{@l4M6*<2sD)Wa>2rVtc7}V?Wf$vW<3>UO#LJsllnr_J<_RC>AptiYjgZKjIzH; zUZ63${cb>=3^yQ*bPTD@5tbD`1z%iAfrEo9i0uymU2>9SHIOzuZU?0Q)MAdn4Hi7B zL(h~L%*hpj>UJhG{&b#vgWoirdxl}+lo|~Fo8!+*p``DP(lp)5z>FMc)SA*Tr-x1vvHH2Ghc6 zH~KCE2wLooLAD-{|AunS_ug^iZiT37Mpk-q3tB!5;wHcT#~$`C0A=@32w3k$IUG4w zeGp=PK`JjkRs~h$BUbqvfc7GFM~(Zz{4JmGkz>L!V{ACS{&WSrThCz1t0b7wJqv7N zib44-A7%xHf}p_y#j}c-b@nx`_{WC3{pHN7j(C8#;Z3FxNSJ8!GSGK>#U{>AME!UD zvCHBT_>cdaiyGI8zn-lIOFv&&`G7hR&G$h1czp;!Zi=os}j&Z@;P#oC{bu&LmddiOzQ?Z%L_oYgz z(o;}0BTAy%+8Y(ev)GZCG%zR$N1@WKS=k+$Ill_5+1X#v9{b^W;91`7jcr z-SJzHeCRgX`guUpC?Ur_yTRy$1}FMtz`nDzGht#4cit9Fdbu3m?~KIvp#Y(l3&An$ z5^pWq1VSZa%Idiq#~X9N^_?HIYRtjpzXE1*xD2e$Il<3&ry(dl4XwW!gA3_SJzo}L zo%;>6`%i!d(WDg>Q!mEXT_D`#47C=!L2*zFHkYUuG-M3uDo1JD+=D>+_bTqm&O+y{ z379|78N7F{!_j6J(EIx&a7fvRwO-LYx3wG-PM1S1Y=jh zH_G}OLG9fOTsU(HF%l!V^zKF;M;<|Ya6jnSQNkMky~Vy8-hkzu)EW2Nbxp2GBnYBM zV^_y#+A(m0sje%T@kceyG}mXv9ZE#gG9mbXSk98k(`j#NU}pUXVfv;R%<9YVR&Y5w ztVw~UZp6%uImJ&5FCWMt7tY}r_3|owztRgGW2T^6$Zj@h zGh+ClBPh;^r1$b%kS(|3p6&ji-e?3dTVjz!ezc8aAin;R2M)=@PVW$?()5A)f(&#z zPFnmX>MH4$tI1EOVA|$6JpD;HCJ)+=O|L6q!GWvTrlkACw*stsEzb`+fxqqb*rhAM%MelFyzr ziZ%FNf)4jF)aP~@1s4LbHS0XQcvA;$f}Wr^G!2D&*D%?Q?)Yl^LG*CW=eF-QqQD|j z6LZxWvd($3SBhL%a*Woee5cu-_$1pzAJEyDG0RMIP|eRqLE$>QzdRjbDeYC0?ZbjM z7a{y*4$~iB4!&2$W7o4v*8M4cXY@WxntbMC?c_Tk6_-f_Tc1g!6E%{6S+!VqdJ#rF zR)DCpzq+(288%;t#O8xZ=w)%6ex@S?2^FZ^;D;@N(JVPjJ{82&tnvf}fa=FEQR zJd+svv}mwd>P|PZA{1Y^NIUL{n;-bQ#G;UR_Rv2imV@e8yT2WJ`@Liz^)JBt+8xkb zB!w*d{TS5on3;XN3i614+`8)l%c(QPee>>s(=`WFWKHMePZeX^O&iJu*fDwfRMgIY z%2X}SdAsLwlnx?MBI+NHD*B5glL93Y@)Xnc{7C41ZROuI3xy z)41!z2t8)XF&~Kis%3Up?r^L69n{+(g9lZql+F9X-BWx)_}dW5JBdNH_J5kO9;s;e z@fa8GP)h`%CK_}>}w$g z^2Tv)w)iae-YbV`24UD{6UD6VCxT^>FH=1I#-08=f)=f((0tPgUO6=iVPFg-XKw?C z3ANBseI2`QKOmhY8v0+WLveUE`&o62`03;5<6n!Oj;FxkoCbQ%s|9nv2v`tX0s6yny6ZEydt}AMZ5yy@{B5pX zJ(#PmeAW~`iU-p)GsOK>#dgl3eu3M=(e!_6e9`YXitI0P z?Q|;)+Wv-RZC#9xeP?rY{nq?p@ zGG#G2N$CH37gr~Lv5SJU%ye7u=P4Q^(jl7K5 z2#M>L^N@Ninnn0#L-T_DxU>IhH0tdnj&!ar}nMA=`xua<)YspN3!fw~VVioD7KZ?-(z#5Rv@z->BtHZAEn<426u^X33 zZ)+2C$72Uz)=0{G7_B0m>oqq@zKl<;&V$Ey5z3}cYpfOs-qOMoo55^EPXy3l@;5iEC*9Nc6zu?dI0x0grJ}xf7t3m2$O7c6 zuIr6_kfu5?~SJbG4r{+&vTyV^1mp8?_fXM@$GGpPQ$3pvMRfu*0#KIZ)lAC?rL|y_{l#hwWz*Dqm zUwa(#FAaqJwGGTcKZtAf9?kWnmssl^f9f?G3!|zhqUCBat|VPa^6wP7RvYk_A{ShS zoy8wx!$4BB3*<(9c)sN(Xv%ubOH5Z{=Qd-=n3T#|U+X~7r<<_yuVd)HI*Cco7J%#V z%c^FlK~S9($IO3aVzhWJWatP%ll@YuH!q#3M^`aj=K^S(XJm$Ih9N^WP8f}WZNws%q`x*zig`LiGrX? zwdYadGy~imX&&mgomhicSjl%&((6rF)9e+b{oR06{bG#upxN<7I6hk-!;8PAfrr;N zm}#uQ{2f&od}$FH?N{)Q!Yyc+wE=?3ua=d{t;Y$QlBnnb>K5g_!W+~MXXaa+7I%`aQP zq2e&BB-WyPKk}`7TP_Y!o`yT9#LnbO?y?ptbE>x=>{w2UXdaWi*4rBB^V#LeyWqpr)}xRm;t2al%w zTX7UGdXo-aOTxJIH)OL{7o$`?m5eaiD3=~4X5$(VwfVpRZ#C+!y@=8*IlFgWiov~) zf#gfBDCe;XCAkgCu8niS_2V_>Ghqn|zxZ>tMFdmqs$u%w^}w~}FICf$=UleTLo7Mi zUu7sHw#*bi)~E@@;Gd&W`tbp`tV-pQ%JCp;%~MI@ZZU&}`}p#Iu0!J{8?nV zdX}uQB$xK}w!Eo!6k0oZgP~1NFnTRV_ZQx1uXO}{=sRek{a;b79N)dl!AMquGKDU< zWD!d!B$DsCpGjTVn;`9|Gcf^DQ5dfy*7-!ahdp_k>&TOAev(+`(a;&<#{(aG zfZ_2$P%>&hlwUg!N&U;PlzbMQJv_L7krh7l*om&yi<#ifScvyK3=WBo=<0rg3Erln z<6K)5T%$9Zd=U(uPXA_`Byr3k(na?fLQmHsy8rh9Y#c=z&Q0*WL%tGr6a`1GvG(=3 z+^$4QOz1h_;-^Lj0|TbHmBNf%M}e|qIz6K;z^6|gv$n1Wlh`_VW=_n(kiHn1UeC0~ z7Q)``VW?=YVLN{2q3hOv#O^yyz++oCXie?lkVctL+21PRf0XBo+%9h4@gM6Ja<+n-`_kF@!3FM6XU_f4bNu~81Q@wc2Ccq7^OjwM ztVKRpWO)pnN>Yf~cwg)oJ_|et=rWUG$sn-2$=$16A^G=tAbfR26+c#q%VT9|5S9nu zJjsuFX)$w)TZ;G75Y?5vaI+414T&j{ADaoUPKIN<={)fCw?ms*Rp3nBZT7Pg(evLj z$f-$!SR*fNE*wI;^;C$RyMQU5#xbFyb(-edQKqgv$U>&vghH5$_lJ{*W?%(~&e%f6 z<9Z%Yt%o5u72x>58{UjLi}`Xxl$JU`Yu0@J^&I&IKMzOE#V*zQ(-$Z+|AZSKhy|@N zq&*zHg<9{IaiL)jZ#AXu*OMB8f9Z6T-4=*V zwxz=ItrtP+F#ydHkD*$y6ifoUgJh^o?AlzRYQ3Z6!H;WTT6!LN1h#YO=*KF>a3LGD zZ9RDY<->|~8^Cc!61KYk!GgWdqhWP0=JxPJvr~6?!o~?G|2&knk1pbY^qE}sM}qtT z&Bl(gxN>JSM#Y4|_{4BDeJ8{$>r!ytKwR>(=}dP^3MLp8lc#naDils!=OSrp&;I09 z(a9hmJ_{vZ!bM;I8;&K6=1uZ=cNzCYc_5tuh|ymXmx;OYr@`Jp2TJW#XhTe_u89T2 z4wqxyPYD?8?9E#j-y$Z@8D^&MNG#+tu->Hr^28j4KYxgqTb=_`nt`Ry_V6yx_e@Ln zT%~85LfO7xX!kD0)bTv1OmQj8#o$GAVg0n*DC%d5sjEw& z+VgMj{o^dbt`C7Id>x-tnf6l(){4BKCVE?ikj&| zY0oLB{adX5wgN2MCWC)Q1h(vczy))55<4aljqXa&dh28iH6BF_mdo&?jP$PSKD_n4 zIe#cSLGuK0aJK+1EQ5v%x2=lKMV3qV=Q}W;J{t3Qy!Kr)U&dfiwf| z^dmm%b>?O_3roZq;J$w)xEBx`W7RqAY%>BU+LtMfvhjshB}xRnL?*@F&>Bn}2l5Dh zuAtn*)K5wj4FtspE9SW-m)VETLD}wp%iUJoJ2k~o76;*Hx1;1OP?UKV@WCmNvL3G&oSW^>`r zzNmeO^5&txRCb?E08~yvv$yd)H{bPt9vFBosRQ3H5m-`bOxg+6P>+?NY5y2#y*862 z7$&30%!GW16VRY)AS&*j6o($7EW*oc*s&hKz56m$%R9L9mnGouV1;#a>H&%eqR!|Q zU^vVah0_vv=kuq`Z4>1@z7_FK-3ah(W>7USnleyRa903j$<~-*H8BS~XDtM|ek`-h z41m_(RIJ(}m$h&D&O%=+$m38awz{|nH`;PEsw-eWyGMghYb8o+FJr)}0TAdikz4BS z$DrT})GKhL&V%J>opA3iZQ`K;oVUeqCJ*GJ_) z@EVgW>EPB?v5;Xh4M){(g#91NL2I6qIC+Qx;^AQs`pyM2YV`4az89M`ttB$0?vc%YypJmZNMN&1c2`@*l-{u)ggSW?cS@xer^5 zLh3+EN<9kEmnf5AVyyE0dpNq0(u_+K0*GHhBu7w$H zoJ~Dn(|Pc#9gz3&66*bx3Wm?egKgC$2*0}%PZi$+zj?$o+BKC}))ENob{RT`Ou!em zJ`nvQ2l~;OT66HQO1(Ofa-<5#{H6rqo0uRyg>~MMPC7*4@|u zT|dcdBq9It6acL?my`x8DzVF_g6mY=#+J{s@t02&>OEWtnjkS~`VD95@&wj1RR#IW zkW24UKi(ALLhMN4K7(Rdy^79d?dht{M}ITjBWJ*P_G!o*+JK^)$1%{x8-8pf&rrx{ zG#dPawajt?hoygTQ3P>~PA}#izx?6RsZ!K&E(Wa~qnXjX46qz}flrZVL+8P2?%utK z&%K*ZeKq8%HTQ$gK1D1xe+bHt`!feSV)Kme;IiN%Rb*)@AN89V=D!qU^BQ;X>5Aj} z-KU~|$XC{8djVG;KMcZ|4_Uic4fg_Tv|f{jiWQTv8mmB9AQoF2YvYSYYvIM=0u&z2 z9YP$emn=EU2FFuZgTa!uTxH*Y{p`{}zvm2) zTe`8}hdWXAISvBSy5Z2nN!0&kiItP4gWj(3c<&*HCY^tHpw%%hulC?Zm9xS9<0X(? zouSNlY=GsoOLce_iAhc8(Klx_Sfx0jWCjz(Pbk6Gap@2hMcrqmCMbQ_4>XDeOfdAC z%9L$E*=QdY7#PX&1zEiKRyrJd8iCEL3sBwt7%yxm&v(Xod=*dw`X8o)bZ;>K`kAzJ zHxhQ0wIG`k1ufHL?40Tb3J$NwG`h!B1{sv|suyR>iRPZGZ^OII^eh|GSEXqyVe6&w zVAb;k>h_Uhnwt&EuO>3t`TxpB^jCxaMw;D1eBhm1I(()5v))Z-+H0*7TNzMKP5TS3 z+E)WU#X+F6UxJ&n;-ERi2sNH_!7TO`xX+8j=u{DQSOk(Tp2(#$>Y1!_7t82A7T$%& z!s9>X;Lxg#)p~KPMBGaiyKF7qF&mAj z*oAnoC#p^F@D~9Cq0?y;CJs6V9>a-$YCRq!pG-!%mKXC;$Aj^VSkS09f$imNz<@ol z|H)yj8B6zi$#`J?M6v3js8cot0N&7X5<&dcML|NLZyKWb6Asem`B1DJ7rCRqA7 zu_O+ndt=JKao|ujiDjfEGPB@~5aRuw$;Z54g76~{8!{XvscNxS!gp0_pKNTlIfK%c zrQH9@VR}ZN!APqdX8AoA1B&;9i-wq<=1C}j|BVYJRlKuC#LVWs;##Z1p?7i_c1~T# zGWvRgWOb;@_Ld8{X83c>qCG4+-W}h!#K5n6N;F#YhM2^D;1v8P3#?nhlk~Qs-j!om zlaP-JT+5>?x}lr<1j=dJv$=Z`K>x@p?3iT(Z!E7vyTw+p-&>0TVPPmY-pJiPjR4E6 z(fF$+3OY3LXk>bdI1ODYBgc0fOm(rvavK;o%@#ITO4$RYGCRe0=_mvhQ0(ko%7IQ-`9t&+R zi3<^(?inR=FRC333p6`B(EuVT3Ts@X>{l9`Rf29Sw4C06@ zV)3ia9%%cu8>?&-X#dY`*my*VuHz_=w{Z-6w>}lhv>#__iwYFr5}ZjHhm+sfZ?-<|tb+fwEPzSnE_bG`Vby zS9;4ZX-_SaT3i(iPw3*_*`?%bCjXIi6VEI4xPllx3nA)od z8!PqUr_Wr_g0mnvX#)fHRX|2|4U6|mhu9(0ng90xWxV&Q+!u51(E6M`zJ3ecv$NU8 z4w~mO)8O8LEWl~$Se=u?@7bq9b!Q5~no*$0Sj2;daC}I-nV%PC5*xB!WUoFAAJsHZ zMlon|*+l-TNN{Md=6VB3pSL&0_MH#7lXV>zgsa8X|E>bV(4`RGI}19pgm963eeNYU zc$@w<&}bg1-mx-_{OdSK)I-IsA`fox_hB@eAB#@Og~TfIqIVa0Li~@R%RJ)rRNYi5 zHm+pBnKAI_?jIktVg*-693uQee5P3+>cSs9Srv8WPjobr2p67z~lZ{~Tg`;7@ z5VSNMgIb#7s=ObmsB!dQ?P|_{xW?m-oB8;jW{9p!mFW6!8ZqixM5i9bL)NC5@c9e< z{YHOq%eelm%X9-Y&m?bnYqCoDm~!8@#()jwo;=p|Kw*b9O6J{F>G?-0+bA;QaMVEJiQDS2 zgmJ|GY&p!rx+j6ez??bfSmOGX5xDvt<;lzkW6PVqP_$kFYQ=OOt}DQxXJ^6uX(A@Z z6hiFHKFlgM1NUmzK;xxt*cRS^byXA4d+ZI2@TMJtPXjaR_JKJq9|F>`pT(AK$C*TH zAs1Lp;E|No+IT(z15FpP>Zym|h37W#4c&pk59eb?FY4;esbrSv=eR@Pd7$?*4Rdwt zNLyP1T_ocidL4n)=1QpaF-A?61sA@Os4TyY0L{r@vHy5yxHB>h2UpYC2Vx9 zPrT)`#}$Icutn8VNc{;qd$~??Dc;XiAUyB@>ykDmkKGAfE9If+p5;g@DvsUV)(^8EVw-*^e z(<(cZeF=a&79!9rs#iI9tOjGrIoMH`i%A<+pikgOc2Rg5-23`M(?SpMnN|ySEE-#H zB;%E@rI7Kj1V>brgU0Gl-qJn~0zGtC{*G#H>L7%A;$v7QQAVcUJQf(msAFp|Iw)W9 zCU0Vi^>IfZ8+u2MSpa5pccYgvb;U#+Q!Q_kgLzp3K*K6Dn=>00SH*$9-z=~naUHF` zo<HWvBfG@XUUA3vS|%UV~A-L`^TPHW*F*J^Z?P#t>AVw0ScYHh@Y7NYWMS4 zxnUEIvN(%*O~ge`s>Bxtbnmy=qoDH=_=Fv2o;%ON_`%`W`8F0q|Bl73icD~Kf62@= zS9xnp17B))5ycnIfemGd4HFljV(5H`j;lrO;5g7(vj$zSyWpYy*D-KuAs3vT1Re4Q z>gV_*((GISij4Ne5j7qbp9XoiaV`&%1b_N zMa@++l|i2hP_HS6l3V|qvu1#qYc_G&rznGcsDIXAC`fMHR0ffDWz^NittPC10Vh*2 z$XV@a^Y{GaZyNwRo2_Wg?K=~Sm!Ru$Eqj5dR`yd*1kgwroEc2X8 zS-$KqVxj21xXSA^SmkG+<%D?JxBt#;Zp&f7my0lSQ5O0qj)K;00<#dknIJr=gKU!KJhmn^>H9NkrzSrCK|`usKDUE zVD5PQJjnVSBNoYLCUNT~mS~!J&bZSsv@do4^fZU{=F#B#q)nVN?kYSq3Bdcrm^Z8= zrkmTJ>=0!Mx@yQL)HO>y^cu~z@zeRMzTqgC`-=s{Q)lf83!dRN2o3i~(0j~V<^ItY zo82iRzbS<)*8Jq2|5|aUT~E2^mZ!{B=Q7yFAWHTgQOX99_jv6&Z2C`^6~3dh$EVw9 zwJQzXqc(w-{d1K}yHwTgzYN}6lwj7@sd(jd9E^W@16$+N;sKYAU~}CCz|#u>3n~A< zWFRwpFbn;6yTZe%voRz#pM|#P;4~K*vEIsw$FK=MuRaA{hC%4CbUbq$tH8kVW#C23 z?v~d-nC9bOA`>SID5kzh*UCDvkL(z4480ANdSfthV?J;5*@O2SGf=Caqu6W~9YPkn zVBnW&pe6mHlDq9kSL>VD-mDFgr^kYkEIq&MHvANYj5cdm0KrZ*HR10 z4)2HXPgW@1>IC<97DLm6-mIg>2HJD_ga4rz-rCRuQuba2&4B{tebQvTM-%(xiVutmK;$G6 z@`NS}DHF5>u%1IBP`eNPCeQ1|?so%l%8@d>;}QoQhrH3!nuEim#c*%=ahUm2g|4p? znWW&AIB9Agj~W#Zb}0=o{zfI-nLGsp_94#K&P1!;+wtA~3(&ap1Jh(Tl-)_Q$G}VE z*?+u(?zv+;|G#XOvDpr1e@2))h`f@T-tf)f6qt=TL_C}Bcn4R5`^aJ_9MOP+KSQu^ zVH{{FrilHb`(fydK3M&uk-rHd_WIGuXzgu@oiB5_{>mO$a^WIsj4b%0`WxsoKuipF z5AX=tfH-A7>{xaTs&<5-@y{}hdKib6C%iTXw#Qy)QCB<_YfVu%D@O$g|<6#~Y=tbX_tC(4UFE8h?-&2a6LD{lRf@ zZ{ik|^9+kf{__gGlUTY{oh|1pDgDo{9&rT#S=_FPRJv<>EH z5|v8+%;QWNm4V)*@47F{#*C+KC~dtew)h!~Rev2JmcB0+^(x_dHU(Vs{VmJuR)T@Q z8hDcOFz#PLzt8=8h~BXp^GAs2x4wp(zg@>_$9g8*^@r--++67RvIMnk6=-TetjyiS zHU98WRA)U5TF?12qlQn+^XN{jnp%M`E}X#62h-pozXn=Cuef`UMizdx5JGgtaR2ZT zEP9=Szh6xPgX00rvDpRM1dGA3ek0xqA`RVvvf9DZxu9`A_|QD`tf-E9`bbB9Pd>CQ zy`ie)JVZX*g##2RU}(4C*ilgd8oUB_*o^3L4Ni!IQVY_g^vf9{uhYy zfLh)hO1=lY&eC$oE4$~5xGP)?o=?3&xBd*Q978+vPt;NC?aBj(*YV^|F}j^Cr*2$2 zGutde)A(o%7cK*{M}FkztU)u6IM%GbfX|=Dz>6cbki5Jb%KBx2^0*-w91DZI-bWz! z$v#j{nSjmxdZXg^bv#<+gn^R=a(h2lOt5YM{RwLbUa|?sMBJS42P z#1@4W6a}2dcay++1jf(flD$l1E zm|trs`jhVEe7+9zZp4CgGwt+fUiLdT7Qz!|fd0!ETzpCiq9PR+Zac^Wzbxbr-&_RG z1-sF0r#FVQnn1_XF!24;6E&}EnQ2QQJbzh^hLhCj@+U%N-BonG^PkH1>Nwmy{Rk8< ztAOfYAr@Y`hHaw`!?f;~K%n`Z2S%^vVS_Kg{YjL&ght--U^99?PGPcv;bL=}QXFh@ z8Jet8z}npabvEAyb*TX2qezq5D?!!o#JM^IxSnI(7+4d-vlx1y`Z4 zf_#MYsCRY5PgRNVAZYdL&og94z~adbu%bPg^>+p4E)M~{G-7vjGk_QAhlr211s(R? z=jQL@(ErH<=VCvcR;#pJoL39%NL@p6iW^X#!rV~Fr{srnz&n6@*&efI6L8400hZ zUuqsqn|Tfc^(bHFxF6oQlu@tcBW`^@gT?=S1@V11)D@gS*Ef?{?CN&r-anh0HtL~+ z*o-B4XF~FtEOgPQef`mKkpDfFOD`@$FtMQf;R=4sI}MimY^e8Urc$=}j@W0)bGF$o z4+2jOTUAT^63rY$6XhjJn%&$JjOKl7BKnaMbs0i!ms)QJmr-OuL_bef5{F^ zIe8KCXQ%PH{SmaAG-n+G1L!oH%yrmGT=|)DIzzV6ezj4Ybf|zuUb%{bNlR!)u^h94 z0w6_DNPU-s(W`0}+RwNGn{7#FpJ~taE)PJ-fScgH=>h9{c?j1>7sAKSS26a*ew_X3 z5@MCIh%42Vs4iWFu7e+nKW{Fj zF4xoGx$`B+f^KEnXnlj&kGplT=hIYNKA8BgSpr^Z zw-G;k(EYKioy*l5dB8k3Y>#f|_J5e5>~OOvPn*0#&PO5n+I)hwUc{x#ia_(ejM=sd z!SC}-bolXrX&z}rp=YR@_6spGZ%2X8zqX{ut^-YLyQ=ftWNfwAzz@ZfH{-ql+_KN% z%u|;@8Mq50x7_8k%_<>Ze=nx&CGYxz z0`wccAE06%2ppfXCVD@JI<}(VQweI1I|9i?ap`Vbw5m}cTD;Z?leyh(g)|c+s&n@zT1!c+)ZMJ=VDOzbQ(rw($0pSftFKj z(8eGUTBhd1+;*BjwiLmuzc@JF@WHwqb4(jG3b!WSr2Xwxd=WAqeGQ3|zi~F#(t0jh zo=V)TkD2J+T+Rd!?}!5ix?oV_O^}+Ao^^ooLbqdx!?=qJ51wTEAJC4pOqV*jPD01C zS`=)hOhLJXx%42mfwD?-un-?{^L9gy>1GD!mV87 zlEux|CP3;28EV$t;7yIgS#y9LwydYlsSA6dr*Ae2cP_xs*&G{3rx4$DfjBppzJoOe zbj;F5J0_ynehfMnUEqfTAf~HYNQC{|qI_5*b$oU}r z^dAOx4q4D%1vuq>DmH1KCU3z>kk~C_(p}Uy9`T#XfX+Sd`cVc%5ymYiZQ@y4$&mFb z8^4{B!$mIzHlObX9(#MCWYtb)pRNmAUy^TV?*z<$LU~)`X8vX{VxXcszAvS`Pc8j7 zCD!;(I}XF6)6wYES$5}`7j(tsa;r?8o*N9i&F-~s($j{6bWYF_CjC(=-S0=` z#goBjIV~Zp4l?KYuGo3GC*Fz6CJ<0D5AW}Z%3Dua;+!K0$wp|UYm7~qKez_EsSdR( z!NcS@CJj6U(G3egy*~|IH&lp)K4U>=lL?yL{FiC`=CH4`#z5oCO^~!^H=6e>p~Zi1 zRk(jSgzRV|Q;#8;UT?9&Yscv#T}dLiHkjrvh1RG-Q07tS`&k%TPd&rrFT0qza}Ijk zyatv9*H~T;e4`1S;xvQt5ZO(d_olnJq>H_)(oDEfJBz>aNU*m-pa zMsMv70$LhowkM*O4}q-AFQDlV5=~+3$5CMDck3-u7@u>7rVEZ?3bYEMF?SBwlQltabRoB5FayzrUa{!!1KjhKDGofVD zP$07<%b#@&3~pRNM-mtndQ}8IzN&JL+KXD}S254xPrQ9hB3SE7nbpHm?VcO{|99$5 zzmsrc@Ww5Y&AXk|rP`w4ZXi8g%|32SMz8Mic;`(o?EFWMyO*B@*HI%e`C%3Y^j(gf zT^=Aa9xAFW2j#<6J*74qCi_;-qzaz#J^Ih zzvUKrV>YmiFSjr}hP>E!Cqlmo#h|F3#)A^$iLXU^iFB-37Q0sLdHNegw8leZyGm^ zd#soQUb(s09&?Jjc9yAjt-pd(G>yywyDl zOCl8L|HlT1J+&L8+J?O7dkwS(MX|^ealBRB4-yL-AQ=L1Y{F$!9y0@BeXU4-M95yO zI}T03!7Q?8II%xQi3LV?RW&b(d+?zQ)%`npJL$@b$v?@zcZlnkTVNLLq>`%_fZP3U zAf8bSrsC^hd+;O}4ZMnaQ$Dex?bHjkZG4%(P9jTvd>LXN`f&ZB$3dq^Ol*U)J%L7<|3%Op3kb>9|d_SP6TT3)CA5Ym4y zQTLxav139jph=QNKK4RY$L&&>KeY^YnMP9%IFvj2l4oF!5RE1rWtM;4g0UIN&>npQ z1D>9Re&mx1eti(SmJNf|6R8j2^C=d)Dgp(RhcKH*tdt?!xWnUBXtKkcyp^}mG(Veq zYD~+7Qzol4uO71a(<U*jr)0-Gb zReNniou~(G6sA2CkT!N$?C|q4|LSE4ZRHu@IH;Di(Juab%sJFQwF;GM|K)Ps5iBI; z4NrM}8#ccwfp&fswG=7*T}&Qvl@Ej5@icd6IYFHt4Nw=d0e)s4!%@q7V&JL@^y||P z=YG6G+C6~Acq#^3UWLw_T`12Thb88EIMnYt3WoioGD@#N^NEEZJh_MKPaK8jjJ#yq zD!BjOFPPbmRj3Xe&y^8NaQw34#9rM7>P6j{$=)NVquv9?HYMm^qD_pXQf0(?4tWcX zg7cT@w5yTvu0j>-oLR!1{~ZMK?EzTzC=Jr$02^~C3uX0;OW&?VS>9xfES`W(U+*$s z+NXG{Q$g>e1KJalK>cerSFd`}8Ynmr-VaUYu4zp33-r zs4+gm9!8UoCM6x8+Z+cI(qP)QkAzpQO2}~O33;oMK=$q^#yVd``$>ba{qIby%8tZp zyS13{s+{_9-g1Gukmpd|sWBrE(rAAs8LQ$(;WMD*Z4!XU0!l}pLyLxT@U=M!8E>Dn zv@Y^IcV7nco0Cuztgo_^XL9AZbk>qr&r`J!e&{sdR>}uy*~M_-=2PM#V!JfyMxbMj zEm~WRMUM>wK&ZLT!k1n`LCqHKJ8KG-?54S^Sq-uGCNs-5``I~{3f#Pi_FQ>m#ZJ!x zL0?9UlpCZ^ZEqI885V`#v>U)=U<2x1r!JGp9b)05N#bf83ki}M2z=kn+BKfgas4`I zUFpLG2UhW(2S^VR4}yzYIkf*-2yHt4*eo86x<3*i$~*_|zdMaJqbMVFzYJqrU$Uf; zThK;Ix_A)1Mms2@cC&&zY+p~;(MW!;Jp$bxyMd`$FpRoDe9Tg9h`uHS_1iBz*=8Di zjy#TLT6?iDd@%e-&qRkv4;azE5G4OxRB1#zQ1i%3b?Na)VZ(_BtgV-(@7^r1a-5&9EXjG zu6SkEP1yh9FiJ|v*X8ks>n%uQ`T6ybZ>XAf@i}dmegw!+FvF=+<*(<`FwS zQ%suG4GU=T831o)b4VRph05rg#4fXfj;-A>&Hn&we3y(hQ?sCEMg$HWc@$H$sEh6Q z>r9~E3mr9+Y{nCw5~qL2A@~+^3(TsKTl%a-w{l~+_d1`vFK?6*?_n5Y7Kidx*Z9Yo#Cr2S z2=({tachsmojk8@LACEPXb)e5A=e%= zVW2`38B>O7yX#nV+F~Nt{n~1 zGlx-G62pWw3vvBP>Ms3Eo{q_sU+}U=TQM!JWIPjanW*l!iLEx>8GM2`2ZMj={y(^GudZmJ-XmY)cl1ihfN+R z>}JIaJ<_1*7wHgjH@W@wJ{U55JUmN0jj{uKP|s^B)W=-{(ccwZ&rJl+zDDBj6A*QJ zl@mk24DzlkvCzB(qc@1ry-yr!K7UX}|3>q^*C7oe6X@&a_7fyOUi+4I+R5Z!(Z z)6U0&f#F(ovW{lfiNWCS{hG@*3>3S6)}id@T$Ny!ik>r*!S=s%u(J9#jyh(F>)UUF z!EdHGxAq8nCiFrBu^+h6iYg>B8MqGaua0o%<&X%BVo$f?>>z{A7=gCZle16lsrcIBi%NWMpNd>mmV@4x9(LZx9q&=TeuL zC+qt8f%dW%DrxW^ywjqB-_y;5gr1Z;+2Ft|d&pVP^eEKYvlprd6=3Ro>If(tiS38p zbDtk`u+iEBT%I3>zdtei;b&lCSyda8=u4YwE}yi|uRA@vgAj znDvHy-DY2yRJ@!=EK8;SIg!$CU^b>1_5iJe#FBQh!_H;hz-Uk{3w*W%BF)pd&5|@o zNT)x0b~-LDEk)P#r9623R5Up|7FusLv(KYXqeW~P20Ge8P}?~O&N&TDO>g=5vJ0p? zy$pL6R)EHr*dkFg#Ca!(qtbef%blJx0q$p^n@vIU{FzFYxt1rtyN+Gc^g#5Q@+#{6 z+{8hMC2#AYMqUDfmwBL~j^EBd_OesTShS*Ea97twTq{pUT-Q{AQbRW`bE;7JJpRU2 z?`yC{M+nZ{cY|ncK6*BqV(SJolwEP+pW`b5{xKwdcRbq~b{RthXXEF`QuLiT741IK zzA^g>c2t{V>6#R{vivq^P9T@`Un1UmwGP|UiM`u;NZhv53`O(E3$A5u*+yWz8e%BOM$wA zvlu@?j!ifEFoXA_(d>R4wCk3F)4#tl|0{toenK7;e%X!&)V-=VX)_wr4AWYez<|yP zwmproWhZ%BZfl|C3lDD6G#1)T3%P%+GdfCq!RWCY$}9qu)|YNG*D1z4Ryl>6Mpl4i zK_+`ooeXU^)?kP2c(}hI2W7>So&AF};pKhN`XW8g??zDHqB~FhbPMG{hHS8ix?bGh zGM`f}5Hvj#yiCGzea{<^_pS^o?dHIXz!dPYi)1Z62ch}cN#bCYK$s*A8t+SK4jcip zA^l40NZT~bwa1}Xav+#`n=B>kxO?$m%xrxkw7-!;;mZYhWy>wpYY2fK+v6ay{UT;e zJb|WL=7Oi?M#_1R=WMY)cO5^RH_fsmzK$5@Zb_kT;)`HCr#H5jk^X-(fXm-kz^{xt zaHaV%_+Bap6?9uM84Wa}Vbsv&5JK;4+y4$i;9mMpmTm=! z)n%p`oS^L7pUkvL|GYCe3pRJfqQ_bZ&^iKozqmntehCmhY$({xi9u+l{X9u5S!pzb z-IQSl5*Kz>A2dzg44w1Nu#i@NY#bMcPPFG2=A<*}-RVrU&p=Dr5(w;= z$|YIF;tcCRs5XAULt0EARz$4ie@(&aD|O#ZB6e-5%y`LUp$yALd;=YZYMI%rxphY$W$2~&>IylwuGoy$(AT%VE3!K4Q6G+hB-(uW=D zT(Mc7dc|cyOsn~CvGnXkSRYUfDH}?0=;91;7~8?Os&0Vo(={0Voun0w4^yA2W7VY1 z<(vP@9?CD{x%1R%`6L;ITZZ6>mt|-_yg%rS83y;;Dsk5`;yR5RhRQ96xyKDLw1)0w z9hJ0~Ni`SCv`CkXSuVC-n!$Z`X0xVgmoVi)9b`Dxu&;qZ5cqd5kaZ(o&;Th4zO{%q zr(D9;e>kXSUx$QyYf*3g?@XE;CYFr;AsS_~2R2v9@nO^=2)q--1hWF!?_*+Vm$C~3 zHRE_l;-6e(@s(Ns$b&a_)Mx(JS<1xS5eXmoG0&xX%s#^s#I;q}k{5x(w86xks0J4^ z(oUi;p|m_-CEU=V${1YEtM-uBDSr~k(hi74oxd^ppWf_6r33i?F#+z0DQi-9P*rVt zkH6U-fj^H-2FW0aXs(P{9D~k@&h3ey-OMq*erhG=+tl*bBXU*v-fJKe#*6&!5btJ8 z1|*#`gAxyS5MH0lT8&b9>tA&$hrr|1cRdf6?@^-0_qEt$26=&XDMOxljeN9z-1FX5 z)^+e0Pdar1I%!YqnYNp09XPFQ^*4bX1JY3Qo0JUD)1-1Ti5gQcDW0m7c z6Dc{y?9Xh6egb+=46Mhlyl&{<_<`w+kf8XF9B|xOj5fp0z#ZR_5d3)}czR9%2g_s3 z=4mZhoF;GM#j{+nP6u5FmUHRW1TGZJM`^z^Typz9Yx^`FGh~T;?=uCe*Li|`h#` z`2uMuxm>4vUvOQ~z&0lkw}|$t-ib1JG2s|UKfLCGH5(xza~st4zJ%@TW`N;WEl^&) z$Ya+Tac!eW+5z;&)_Fa7!dod756Gd%P@d3;ZnarKMt+~AK7 z%r9IA|Bs@x4~Q}S`uGsCks^r_5u!xQ5;NCP3VDkNQ6j=5B0@xr(u)|S7iE%CsgzVk zFJ`X8C>3Rh)qm+LSzFpp-5@gOd&0+Fo&<(9952y z!b)(_3kEII^HBaH9W5$U;6t4Y*9oqOl%H+Pzr=GN?}O$cAzWs43MEhJ{$eZz>DGV5 zcD_;2>h^)l2P&_(Hh&XGo{*v9?0j+@P61&< z9H6OVIYj@WK1aGXnEs%A@0J-%?^FSrrwc&x-;bF-f65^?;U4|>sml7X9lVTo1(Mz7 zuxJiBkQy_Xd|){1+`gB|Ws5|kE6#$#d>;3TmvTYK8`e2>2sBKY4!QcrAtbB<fQ zMg<71OjTc(oh5$eWi-zJr3zkIimjnHFzS~M8b8QawLTurmLEC~t)WvP&M+1Qb~UOG zv#H0hlll#Fy}&D7h<@|_X3a~sVO;-wE(xZ+;Eycq8bMsOac{Z#bP-;xO@`dA4Oro& zgSzHL*c@jEQ7ZzW7BlfzI%Sw!3skNJO8`^7X)O@KUr<&)d)HPj|BG0eSvOSWDm9G$ zMLy#SxdGmN>;A2iubSp>$6w>-=&N zmaZ?MOYji7YYjr|HoBo_Af9c7gn3JD&2^t_-I8VIUX&Z-Lm$EDOE-L-^=p_rT8N z8d^*^$L3BvgW`;1}8jx=X}Gk2nYvlGaV-RA=7TIM!&3#4#R? zwmMf)FfAYQPrTrAy%x5yh}Jwo&K0Bq#n4}ASC!VsN zDP=$i1S;RYP6P20Pf^1?Mm-pHVX&Y;yd`UU4x!J9Z0PPa4;Gz0gWcn9G4~ru#3ch;^MGiaTeXrRTaf zv*|kn-=8ypH=gAfQ7{#&|F{h9>4q4+Bo2M&P6cg~hfFa=!(GyoanR255cg2Q1M?3+ z{khHPV|ET_e98dDrOV*#5UR@QE=9rONR{Mjgec9x9a@LZ03pj_&(@_ve)?46TI8V4 z^JySVE@R1`k3z%YRp^+LfRooff6}zA3A&Z|1ovSHt6>x70{v2oniocGjEMF7b^xxsIQ+yh{H*P_1n=ov!m_RO46?1tw7$Ry_ zpnqT)c<)(>t@foXC2a___TGxiYeJ}JoXA>7NwHs83T&o5RLz7*Sm=5VW$!qT)7ype z%G0W#(C^&Xx0os97t!+lB{(wT0{#j*1rhUZaid#?m>qwDD|$>twRsW`c=VAg?vpR& zS_1iuDMO{343i%wQXiD^EP9zJNLvH~)6H0OWD+i|xeL`h=EKi6cd&}Ojb;U(xy(D5 zE2mha-;++J9;e_nFN(l1ha4|Yd?0k-9Q0Z^4m>W!!>bjE*vg2R^*o*UI7iq@ZE}Bo zie`>yjG_J5QgC0=&h4vqL0phOW-Lzzi-lFJ`o%Q77*PW`tFzFM?w@*2q0nX71EV+8 zf>UcL?SBrVFmxbS>>q*lY&DmA&tRSI5;pa>YoN$GA#NETgN@lcKrrVwD8F+BI)9QY z_47io_+rQ(oK-=qbrzLos?hgVArzP$LnEKD(0S`$7IoDh3g_#iCTlIXk2L44Z^zKx z{1~&zp;^P|7_|SC&25&=foJ~23A@p*5*pYkqrGY7ZBW67{&ybLHXIUt9chP?kHUq^ zLAy{%?sz+Ji@OO4G$*l6rDx5sLC`kU1mlL7VE5BMSk%fOlynj+OP<4pqBUIVMSC=x z5p3G>Tl7AsXVAxapeFyJr^*`Ihfjh|p^{ryNkD!74rb4{Kw;dlnW9CGt>T@;NX*CKTMbzL<*E^7rKz{6~KyroxYtPz-*%!uyr+RXYjhF=#-DfT( zG?M0N^6S-lX=>W(!G2q$yNgzlWD|Rv?PF3hao+2PGLHq^oxa2zO zF1WzoCsv_rz9GziRfLK2CB$-iBkpz>hR$Wfn834}H$2=4CRTTdZ*+y_Pg9}fKX+AB z;$~=TBRBnlyU-*&2v(Ld$nQSNjj!oJ?$CT#_$?7D8gs$CbrH(52CC$nSE^biW0SkhxP^wx<+m-DIAA8O?q zu_6C3{vO&tF97N1C@zz|U>}C$Vrwn+lP-J^Sx_M!Z(#4mXHfqYLu-7Uk8cneel79SAD*#L7B*h_mQs zai11KK+$O)GJ;G zDq%2pZW5%;zX$K;(0tvcQY>?N$)&T!yyu1U7!V+1ny^XY6ti$>UYCrDb`=vyTW0ua z9fhVp%_wWLm)zad?HgAL&+1~Jz~M6b+>ZyVw#%q%bsJ(8H=$)iH9G5Rh%5D(JBRA= zQ0Gag9&W?h^)7-vFJv8wbUqOn;m(jOklRy!-8YHed5x;(79VK+AQuPPWkKuFRFuo^ z@SRW26Wb*gy>+N7x%C$H-LlZ&a2nU%<^z^3Q)myShsvNb7SKGJ2}*XN(B`F=o8K|ip1z!zh zV7jIjYpTb<_?yL;vfK@#{-#~hl@zr6)DOHA9=LvN1mwDUgJrTCIZl>~HSSHy>h_DE z*m+NEZ}O1^DYAHw=TG)v8DjhH-Y{2|g4NId=7VlUqFi+l>pN~U@haMFzFz}vy~0^q z*I;Z~Y>7>ef5X;_f#CYy9OV@z&@ZAE6oq%hi@Yyl=e5mXam|#u{ZWAjSLcAT;~Vqt zpAGFVvoI(o0Y8i@hx*TbU@y%*{ipnfK;B@-ek$nsCKF^`+qpn|mS@*YWrJqLLGT~O zU{L#mE1m=Ztn);Lpby&rqmQowR2YGu_*Zc_R+u`2wp792-@k$Ty^|nVqJ{PEDrk1U zPX#6(DDhaVO03?D!cm7+_`wOpk_%`*gd8uA6Pf!#CnkJ&6Jd=jH2?1gE;@1?A{Hk@ z(xd_~Ki&%k!~K+kS zS)LgN{oE+qvcwP{HCN#BEjbXm_AgccgPbO~doBDW06#v%^4l^m8tndl#jYv+#a11D*Fs zm}2WS-2G=FJRT4OHUXyr2TDOcHl20Ml7su)XmsvOQ?*?D9nEr%qt)0@{H&vdrVE}J zykG(ZzOlpZ!%FN*-i&s3H|Vn}0N1PlurAn%KV=1Y(BTvswbFCVLBl&EPto1~9*?~u zhqPs+`Nv8$UO>#D>H~bYV-ae(>w|uMf3QC)+v5U60W3PeUAgE zRHuPR^qNP;9>WLh0=R}=;6g3;nO^EoTz~sQVtIveZG$|f+15+kAlXTK(k5<`G7e2r z5^?<1OZe_Mxh?H%!8MJuovRYii82O8i5noGCJ=h>y^I^jWzu`Tifg5BB|f-^s(Jct zuASV)6LZo)no|hPAO;sY&k5H4tx9SRMNiu4$&VeZ`ll(|f%>_ad*4crW^5;d>bQwf3rU1I6l7;)N}SaiJ-%Cc>O z!0dT44_v$pggxeo^@Qo<>eA;z&xcH6J4$SnCPCp#B}RG_VPQ-R%9p=qBek-yDefxD z{?g`?-<<-3wkaU;ImXmICZe?<9yB}kS)8Pq%jXVJHuiR94OV%_De;9+3 zBkE}1b?^iqT6zmRKE#06$w)N$Q4J)ihnUp$7`SRNv?UsVyUlW(|M47TKV1RAwmHz6 zJ`DtUDyScoh4TCBKz`(<(#zBw(p<_}-SA+L-;;sNb~twT{>6=p`eNc2DOA4WV3${d zW^3*lbD85<}0gW>TvW#v6sJWUz9PLP67hVmz z1&i>GzZ~8FB@WQ~Xnah3TLJxD74v3t*BKWJ{Wz_(*fR4NJJ4F?n?lRCBp+ zDQ{x#*#3Dsc19QB&d4+@TT1Vd9xWny<~yE#@;o}d4MxedWUrn!4Xs&8z62j$^MSM}O6ma=n42GA;#qh0w%POkSwDSZ? zyyy%cPu=UvByO{FH^dZPLx1hwpzxiO3 z0$86$XVYWZ(AOpno1O21^Wrb~$kaZh>&> z?@T04LdUy-C~phJ!sEmDEQqd@dI)ZaHH+_3RsZjlrmQ6x&TJR2@$<-L)}w`DfC`Z{5=h%on@*Ab~o^<;3oWh zc@RyNd%$Vgeg2}L4D;8wa2?@7aL)h8e4o-@-}42_|93XFI~~Ht;-1`S$2wGx(_`B{ zUBvt-J9u)Z1Yb}uBy<)%d$){MiB_$}+{6r&A1mkTyXUxTq!~;ecNIiO#zVKs3u>{` zOzYVqh$*;$rTvL3)I!;zND(jG8bKNQbnyNjg%93lVpOaY4Mtz1?o~Ck#)onr>SuM2 zF5$5M960ioAb)<5IcN7nlleCx?$#tov7;_`!D1HqlelHuGa-5CQFQ-fBD2c7g>@f@ z7iE4AYd;sj{=^V4{dYh9GQEK=%MCDF)Xs5BIan;B4Bdkwv1F*BD(+$@>n@0+JEck$ z@%b_+r#@x|=1JHt5`cbb4bFdZ3Fgv0uC6`;R)*fgfEa!1$hC;eF2qCk#5))$H3fn3 z6qP9VGBZo8V(qI9QD%3KhrTI7X^9{0g9|WyNEEmn84BjFi67OKk6pb&L2YA=anKiJ zQ&)kvUL;ne2Vt^hF7+>a;nG8KU_aBIk3B(o-rvdP_%IpO;uG9>QX3DhI)U;lC{|d% z zbHiU;Sslw3MMXjK>MLmc^0ruV{-g5yZ{$ekQ_$>M9oIU#5^6S3NAh{d%$tp2;FNz3 z+JC3dR6h|9{T>C)q5CoIF)oI<@A*j4_m+kdR0-=U><0;l%vC{B6KzR%;UC( z^PA}xF>cshu<+T3QD&!6HjO?L+lFHHS${6Nafy5N?PlFEk$mBSO(2{#3vHdXQ5ZE8 z6OS8#@rZ8bs_EjoS03`EehQHPeOuKm;jI4j9?&t#q4OKLw*RFJ)0uwa)PhRPxN(4H z1Z6muzUS>%dZFTH9J!XG#4$&RcXs!0E+L+A?W_|xdQmBwt+fDsWiWQzTxIG7luxkL zg2b4M(0z9rIIbkM1>V8N2*!jW(AX|v~C&IxnH65N54;P=;SF4x_z1jptavTuKVIT z=*3cAZjBP9TIpi7RR*Z;7SNm`4Pl!Zc*=%CP@olgAC*k2C>h<7ccJJ@6=^rP}9W~jR#P4uL$Q>o`H6WFPH`G#5S9rs4*8{^JPPn z|9r#^h8sgrp)sWFB)+VM&JaT`!pPs!uy<+^NQ*!5*8H_-oal*-5fk`)n!QNgTC>0f zX7IW06uP@7g46X$v~$YhF@2&yQxu9WiMPqMUWEY@r!aT=z8R-30*m!~u%$GEvH>m} z%=%${+)ViOG6#10l!KjHIb?4l?$)9#T&k0X-J5QKpznKr@&i+t!u~3)d2B7tW&g zYze~ScqliaXTvrR@=E%_!kEM0o_m|aS#MBuH!;_b{ZQ`i!@b^R^2P{a8203N(Dpoh z-$I?;U74U`J_~%SZh*z>&0zUQB061}29qBof!lWhWauV?QIa1yXcFOlX&~0yC|D$U z10~&)l-?)H(SJ)Kanp=g#@+SkdtaYCqE=9C<_mt--CXC|0cfV#v!dz&6GW~Pe;==g zkjeMJy>J+d;@Xfu(+QJ3&wyrT0S`T~7u2d$u0!))BY_ljsD=~Rbs19HD67TRixNMU zVw?2>@_+W{mC6WQ{vr*hwZ=lOy$zU&pYQ^^5^^*u#g2<2v2#E#(EM-%?G=MSYWENK z5-))4*LRuxLy9==e`C2^>-hB@3mpL-w zIa90|K)*ZdD5XTXO{o}og6F?TMcr(Md$vBW}r6R%FOEqLUaGkU^OKVByH1F z<$tR{`ir{yzop~*iGi57dLu^kyiMGwELL%R7nW7h9%SQnoVG3&8}cYiPC1LX{nQtJ zo}$VhxsZ5ACn08X7P^@2#ePc3&1Hl9xcl+ zVZtyu#yHEMVh+8l_RGL5ejr*`Qr~dnF|IRVAG$t`#)@UO&}Op_t@k}<(x10ffiDWt zqT7(aKV?Pdrk*O#+?ilGW(8=3mAuf17=a5f@ob|_)OXnn#?!)?b>1wf9+d&|1$5?~ zUe9dxv_SB}3N_C9Ty%Z~>JGQ(EB&%iZ7>9MD(BFh#~RH#&mq1_gSzE%{9u&>PEoNS zU%5&3=I||ynU#dHt1EaH97APYHFy7CI37_G@Bj5W3`pL`MXQKUzk+%JL+4_^Q+p;H z8bR~$k8HE53OY_Fpl4b+xa+>*$tlD_Su#=OuRjMO&hAAVa1sJ`x>D8W5+;y>;;~(l4=($42qN^ZWeHH8*i<#z1xcFu+?LbeBVU037@XP98Wtb2Ajisr|m{i*AqcKX7Ek<ws_QClug`KOZ59wA9a`KGvm8a;?PQly4!zopH$+#^>ct~kH7dv$3*-dcoWP% ze`VHzc3?cP2XwBvjdg2>Kw7?r{altKT{n}#ocg=vWsVUYae2MxwtcR)gUfUTnmEKQgP#>FqlfY(T;X<#^Mm}N#g$%1l?nX!9a+u~oyVmiU;x4<{5b6f_{fH9%lT1N3M1e_HBQPeIoX%%! zFh7#A_;b3%_2lK$M7~#g510jYNt2qAhc^b3i|4D=ibM}!pp(T_(Uo<8np`o1};LE0n1S1 zpk~gww2M|R6X_D`O!HjIYm^H?bg>u4{4*1+U25q(R{?zwgoAd@2z0+tfbJ6pG2=b! zxohoxt{XF)DK_@S8MnjXoe0r0@Dc>9oxmD5?gro8eNZdqG<3H$vGJCrxHSAaWS@xR z@`;JClv8KIsgbMA4{@i`Z|u&XTujrA19kE-=KRld?mFfT*N=$A^((16l-a~B+Do|2 zfSj_Ii@9|BS**V#KzZ#Cu~}{bds7*Q4Y|LeuYD$Df1SjSOu9tws*xzkBFNtq zMxV7x*03iE7j7So@|lZ8b=zv;>lDgO+`h6{ygsJXD&I>KFBgL=)*V zc6c#FG?zly~@WD9$UZA6!3HxhH$i*9h`LbZJ{52EfjQ-?FCW$CtJBn$t9*M+o z2V59=;J=f5u;)_fK69M~92mtzZxHh@R?b?FD51HhitFpug1gB`G#@aU97Fn$5k3|q zhpoiY9g}&=fC}=f|HT#_+zsmeBe>_(Jy=1R-Nel{(6nd`=w?xOY}N*G#A$aF`VA19 z6>FjN#s*kET8XCQfzf(jfZAH*tPLFp-#gDkLxethWrahM7Oc`Q(9XcMwq4~cK#0IEE$@)>;-E0zzyE6>Tha2OO7zHdJ6bgbKgITlf8MbkH zImk~>Qw9tljU9IpK1|Pqv|Y8_${-&^_h~ksVh+mNGUobk1Aq1B8G5e!V3=zKde8U` zQfm-}51z6NlffYCpU7RD7ei}-4y$SLz?_RYr<;R@FY-WcB>;CTde6>ZDUPeC0_Tx_bSE3YQ9OwzF|E^)O z4d0p8K5_dqU zaH*du@y)|>to@tr9Eqn@77HwyX|WUbeHn>O3yd-9(M4Q8Fbi$QbF`m*4%;`IgJX68 zj{TSB>$g0?U^rq&@KJgP)DW{cQDq!{3SC!Rg5tE3=uWwx2;Vs%*sP27eSWYfQD@O* zloIS-7D1EmXbe{L$E$N|Fof<+*1IE^?uoErDl| zer}fSFX8gfXINv@S^C`f1+#a=`Y_uG+CR*p`0fqRHow7RzWQTdH8F`VtwQS^A9>32 zKoCt=!XTq6G!5X%z>nSwztHIJ-SpsQ^&>sWjd+Jh*+QFMoCsx4XKVmVegEP}>9 zHn4PVBAt=K$u*!vonHsRdRrWZBFAQO)#^5GWrhEr(e0-VL673OQX0n1^JTEm%*$Lbju13uP3vsT85E_?%!R=B`x0d-M625nhfn6x5Tga1j5$ zx6F5+4B$GsAdfgh^=284q%&Ck%Hz26^f6FZZ(|Xa)I(|B3@fX%uyyuWCY_nbF*xB*emFM$1(E6gHd2JgI`iC&pOAAwl$YXNGl%>l(O33Hi{ zKs+|et$j5>O`R*#4ST@iRy<@s&xPSq?QryO4?_XXmgf3hB7W#(ZhW}<%mXjsW zX8VJ;S!#o~Z#8vVMdC-=Ct!6<5{`~PgRuicQK1vSy2_(acw)U$v3VbibiW6U>nDKp znF-hA#dFIxbMU$^!!~Cz8eH80A)iapSG@+(60c$1e~IvQM=ti;8cuy311OlM1jTXk z$p6@e9+xZ7y(xf~dzGQ`!8Y{TIs&yTV*wtH0qcf#=H%}QhSRIjEHecIf)SwqB2Yx{ zN8!wKO8aLUx&H4y)UUgT5ufgJzn2*hu)vJVUbZmH;U1{@r-uGbFLNE;AoTum1hwt+ zp>tvl`NNjebL|ix+dBdmX^|%(W;__**bPoj7334TjG>Yh#9N%n+*U1uXQwkz?R5=< zPThhdYmz~;rjr*u2*-@)P9P0g2jd%*U|CL{xQUC=<^_VrMJTp@lFjoAdqLE*Ymjp< z6P12d82HHqEwmo7?9mQPE-2u_Z!%_5c@9Ja5-9IT-8c_1I>|CIC+ajjrdi&!!W7UR zZA6ibseJiPHFmWeBTfK$b~g%`^J8M1n`wBx`77>7_f7556}Ys=4bVJV3-*2XGS7E2 z;i8@tB1|KB%EffB*3)puL%UG%$0@NYJO)0jj|RaEe^wb+hTwFSJaz}U|LZ*b<(>wD zW`pZ#lUtc5uK_#l7|IcOu+`P%hxRVJUfFR4>%ZOt?Yon~Z2B&kJdrZ;p9X??Fp-GYSH59ZfF!rP;1go7+D?*g0z`TuqJ_Kt!~^tD3D|O zPRy8Mgb{lekiTda?|!-$+h)W=^HRcMjG)d@Pb2uePzKJos#(PtUkF(ePM@PI%zaZC zvvHnCKgWOEQZW)*o2wvb`UM_&UygM&ThZ-+=w(yYjbZDzygMGi{p>KT&SWl~A z)*pL<%Sk2mB+S9(YcG(-?q$AXu0!65W0;y$1fD|-K^+hTEhou69T>^K(oR-m5W;L{ zxMP@67>cF~P_fY%N)2~FY0Plc8$jG>-}lU|_#9XdJI_)Yh)?G0$VbMU!I}>f(DCa= z*nL)o?p8s(F?BH)7^HH~p^5ao35B#_x0rTp6;~#cqcq?zE^+V^gXaJ&HL6C{;p5;X z7h}Y^+we1%X0ED2*0O0bcApHveCt85xw95@4-`O#@dU7J?SU`c;<5RolI=f69L~Qd zFv%tItu#0?ub^_s|LY=uW^fTRf^xv(UOe;4`Nms!L}B8XWUO{6f)}reRn*g295?nR zH!LoP+J7i_?YIhjOj95?I|Z8GNNEQV046g}LH566SwLS2H`$jCT}_4 z#qHM~hn1Vi?f%~@vFr3EzR+nA)({7@<%0y`CY|SU^+}b-%XB1BAo|CoaWh!h0NE7IJV;k^3LCh9htJ8g&atRp2=y@ zS}%p=Z?B@|=fi2PKF4{MD%=ofqK03-B@Y> zhGFR->9ZR$dQsoVIt-BRACi;gh@EkrAE{17fsUn0Sn*n{Ip{^-|8|vYgcW9pdZYel zPtaZ;gnsNW7(YBgJu63MkbDdDXLz9K(_%|!H)TVPo(Apx1a99TGhZTU) zs2oVyFdrkh zYnz4EdrM#_F&4Y~Me@7cKT4Uik`O;nrBI!)59@cPL;fq8Gl;KY;j40V z?)8lci}!Vd3(NwySCk*I z?}3UDXL$We7gRsVV*vZ0;@}F1SQ5=MP76^apxnp3WaUtU3}P>DWA=h%2u!|?F3m|; zJ}nCLOmm3E6{q_7eINLab_Z$6ZL#LSZeG3eI`8>04}z_;K;b-)8T=K?b=+!T_vm;u zp-x2a|0=+E{Z()Y3;j`!xP8Yc(|D4WTw@vf%_+w@^oLUj(u0ovB-L zgzdBs1!37#Rd%ogkMZ4&!qg^J#eypQ8gv^iN=BnBtd{z6o#M&|MPNSh0#tBkZ2C;D z=_Mj4^Ok{c&NfKzcOKWrpTOLCN3i;+DW(+K5clCT+qRWBUd=~T**}H+#hz0zwDlND zx4+{Z0U_|~MjSTYK99~mC8`A5aBM!*AJ(4>g&7bB^;SwA`@a+5bhnDvzlsB6V(|u@ z`yZEY2w)v?M?tYaosZp3%*HKE%wpp>rfc(&S@C~8_ax?ySK{*O z3i#Pzg)JG=Fn{G>XgpH@nuEPmLigd^d8?W`f3U|4#~IYqpxj_&J1=m~!hDlRFyO=B zLC?Er5q*cA--ykB7P3S;f3ysY#QIUDsCoTO6w}uSR{o^`(cnt%ylxg3)ZG`yd|84E zhXsP^Fxpx8W^vCoYrs1=7jwNA6E}Yrm$mePg{!W>>iK6e?ax@Wzj=m9p4*Dtj|W4s zp90s@9V~F84#2PrSiNdFw*DMU9hyZbT4aQGtZJzf?!X(*Ok-~8E3i}hB1$5?@NsDw z3=KJo{k|wrKJld3@M95Nbu5I^5xXHk)f4>v>_Ia&na35D@{r7n*c9CxKA7LY`m;Wu z=@_qSad$;E%@HNnzKXmCr^21I5Nx@qhN1f@r*U%0p*iWT7w_6moguEr|gF!G;z}L&@{ax3= zWga)tbcZF#T`w!`r<`Gh_UYhNNu3dyhgj)X24!2bYA$9(y?2a=*%UMOJ}HbSGnA}4MndO?{;b>K z2J84t%zxXP%+b{WdOynroAo_Fws9yIus|$ujlsas5NJg5WcZb^h_$^i$nY&MHKZB( z4+D{H_b_y;8wSS1OYkf0jO>TFaCJujdy!U(sk6!<#EaBA%&{a4efMr6U-xAQ2ry%Dy@+Mz zDO2SQrd;yAeJab-a?q^$snXb_quHTWCa@?L>o^YviN6822(D)SM+d;2&@$+ZzrqYu zH@K;b7bFU%Q%3PHYE0$mteOM-@#S|xqc+ah%Hk9iakpqZN)#V zv)-C(=T$?~|3X2xYC2QgE#ZFtzxWLMOW?F%BsP|k|Kj>~>TeoD_PTl&<+mP{rw#DQ zV+Dl#r@*TZ%Fx4)SS6Vi#Ji-vsSagg1=`R&Z!~VaMZFVo3Q9NnGKqRbjyeKtY1dII%s_p_+F>$rON zJ>prUqK)xkXILm$-3E=0#* zJ#a7ZVM6^9u62AkHhkL!1_LHQ$^=&k{eyOjL&cb|ItCY3@58b| z8?1{?Cy6KGc8q(fbnwW)6v!CiiIS^%D*rK?!Jxzy8;kAKu_J8}0nGddogz{R*ogn}h*(q|~r1QA7FSz3Eb+Kfwlv&UG z%qc*OorSJw@Z}_v1t_3RBIjDk%c&=pK&%_;Z#s=5-?jtjP8IX6nW?AL{i`VdUW77G)19Xj zwQXw|{-TamQW*5rC5F<8qhhc9j!=C)6`t8wfxq`T?2buA*XcB;_V8tO)B!eGbp|zl zrmA1TahUPi5FL(O2ICXd6ETib2A}t*?tl>Wx(aE(aR!xbcIbZR0B?-)03GWCkTzf# zSSuPBTIZp9q8_W&$wuu7Ke@cO2UPrb4MzHw<3d9>sByar0lAbr)bV3(n`1CRRSVUN zYH;Pi8_@IqaSU$ML-p-s-nvE2g_}n~>8>Rp%-+o{E9XP+;R#^>&uV5CJr1mgi~#Y; zOW=|=2U60=8GiIATG1U$@YWk5Lumj0x>&rBc=^#+>3ec}7Dn7S%ls<;L8Y~8^;r%<-s`#K1GdU1L31#V$1-dp$h_ zu6_Q;(s?9kT_I=DAT4IF0lD0Ep31;@1y=M0i1|smH?z}}5i!6nK{zJ1T>{hYk)Yg3 z9kD|@QF882m4!x#jib7mbID4kzsdnL}Lw)PD10LqVyWZNlv2ktsTrFt3S;))hZ{K zRJwx@FDbPjNLY|Ke?b^_%P4d3i~7K;^qA!79I^cFqM4hs67Y>%D%g#YPC zdU+x0=jmauOv{YZjz>KUg+7{IU8 zJgD)XfGHN{XilFmNv@|z)Qk9H&m4<~_ z&5#F-N{8SB75LqqGM;5prpXbgj4a48XiyBDGh6w}tXfR@F$C%zzHrO;3=>X;LB*Om zu(8ich>L&DWVfw}7nQ^%ns+MqcdqzZFAnZ}t;8;KBV4*ogWnKxsrFan)#f8|cIzVn;L@%YXm9ug|g5Ieqvbw8?Q&S%H5siVT7wQmY$+vnoQ z578i{&tuHd5^R_~4*jY&L2mz9&{r*k)-Bt3gd!9L{{Qk$*)G;TK@ZY9u43-@Xf*zy z2Xc24%1B#5jNdeDpQ(#R)sxV-%N1Qii0x6j3do74Y$}0$607pzDqfbQSoiLK(rtgb|()3~iz@#l4H zo_U4eiOZ*s`z+q1Q-X~=0v&rgf%&Wj__GJ`_sTPw#qVQTnNcKkw(chPHuY1p^}xUH zG*pb+g#u~s8QS$~F7YX1y^kkg={e$!T`$7rb5EjV+c*~7<2od)qkQ|ye^o&`wYYQa zJ&e2gl6j}5V3XZOhzqAqp_0MEuXMlKcLCCz1dunG82cva++eRK=x;Oww+W$`*Hw(A z_Ghq^r$U{H7sh?;kD8CKMFEt-j$J9I&esmKQ7BN^?;Y=={ek@1c9wnj5V)-xN{*%u zo~J4!?^mrz=iDgj8O}uE*)imKSO%^$kFtgoN3hy)4ySVJ8a@9chAlx@p{IpoyE*9Z zDZ-IE?jaUUL(Ro#Xf1Swk)KautHT*_`&%CrCsI%8L2szMEQjvXcX`ciI=c^)v(bI3 zK>n#p>{7P?3b#zg;H(1bB+?8J&hgIUM|hLZKG>+dg4u1x zaxovxuA$Sn0k}Ny82nmZ38N!#;nbrsbYD)u-p4P4^(G@Uy1gBw^o-HDmI@lmnoIjV zQ3+C}(BF-`Z@oRm7PBUx=tdoH53hn2U2|CdGZR`C4aLsS4xm$b5-fC2a)X$=bf32% z_8V~wX)j}8q75}J8T4*gf;lZokaJTB%MWE>LtHFsTq0P|h@;H@wgFH5UoyJ3dx2!* zZsu=00i2Z1U^d`5`1%|N&AUaaSMHRJT+_}46NidSpKJ#hV}jLZirKUsrQpmzi3PP6 zcwFmUW?^!L31;6QK4mQW>MsS2tS>)Ob_z8*e=Ci*G>Zj?%u#dl05%%m=Z&3O#5FsP zYDG4S)=dKY5;16`jiT0ytKy6=<1oSJHh5QCqr85js^a-XlnwF&r8}`qMvlY2XQI*K ziV5qCbp-X<7*tK648r}@IJzqqTTj-h3O_i2GW-g6?m3gowerPH{d=JF9}^}Sdq-?x zQUa1{H8@ND;H{DuV(UXz&^3)XRimQNSzZFl2RZ1b*2X|aZ0P9U!QF%A#_!|!n-pTR zM80IDCWzl%=#G4FFyt>d2q7cxLRt%**^l+_>GzUPt=l^kZHV!eSUmqVrM2fr)5g{UC z5OZHg5h6QkwM0aOAyVWu(kLorNTCc7VG<>cRC8aarWchmtJPX$qh)P2+ioj1vaRR* zo`1kg&D{5Oo%8*EK8L6?O>~X-!%CA*HO^B@qH^r-J%>1=l=eqM_g;@vF9=;l(|We(a8N?g0>R z6c&jU7`N~an97%fE{fjUzu7|Ft8q+WzLUL@5!1j!i(2;y%w?#8h2M_?r6NJ}otS}E zJ2s+?`3KfDFB8q^-%^!o4Xuy5kUQ=)j6Zu1TaE>TW_4%YWN(3*Zxh9q?`ETF&j`rh znhI)iMCsH!xFRl|<_gq-={*Lw3`&R8SI5X5?+RglGtq6&FU;v{846b^d+jibhxjhR zjAhwabfp9(59@^2ch7)xYANNbqIlh`XG~cd$|PnXIStSQ37MQz*Zu zX3fc6(5fhrOD#U|cGEZ(IHxc5ku?~w3@opxu z(t4oYI*uLLdj@QmIHBypeZfWX0R8VC!sWzM^~zp>K3jG$#i?OzgUJzi+&Kz2IUK{* z&d<2x;40cbU4ZcV5?u5UG4hKW+Vy?TW#LcsEpNwz;mAzfGyOX-iQY_o3{z(Ksf{Vs z`zZ_go#5Sc2D_({&(hI@Jsy{hZwFE~{s+!B{G5nddUnPHo<*q|DT~^Zs|Q=4tK>3P z|6GNedS8Yr@@}+zy8)Z}dt+FF2{;*M(_Bf(b<=!MnR%AEJL$lD(kvG0R?bom?k2X{ zehhJtv*4}aAXJ}#=a-k+zjlZ4E)5llUUPrJ*JGg z3l-I0Sm`x2q^>l_w(bM5t0kS+9VBQ|Rl_A!9?W`OU#Rb22G(1*qMx*a*FV02+DUZB z&2_=(r@!#X@26nrlh@IU@<;AZ0w_J_)V zQk4AQ$_*(F5b`jam^v8{>k*8SA;$#&wQ_n6?iO+m+ykFIvslCa2Ry*-9GLxf7R-zN zct{F4HtKJnX``ObJSUlENEe}QM0d(3b-|@O^Dt({36$9$#>OFc`K_2+s5mx_?H^u( zf$CqlLNEbC_Yq9fq7c8{7r~$eKI4i8eRoqQYTbIU^G{&1b0ftNi%MqNy9+sMrh!L~ zqxf)A6-=><#-}_Tsz=?xzbG$qHN65Gv*LN|ns2~$v4~pzIaV<FrdTD3z!|OLzgRUY~|T2Q1_*fc(X>)`1c5MvdmsGKkWWHBGbzBL?NKFnm6 zI0KCF+j!&VZ=iBc8Mr|<%D(i5$7A9tlOHLfcncf;xysc6w8Nii&$KyhN#qSxy|Bt@H@b?c#Hra2_MscmM3{+zhsP41eJ{9K$k5A~=CD1M zbLcb>{SKsH(x2|=GHg3q=M#@De-uc1J>ZrTsB3m`BL*31AM(f)RX_i4KYf|GX03(O zG2~jAA%O}(p!+~Cd_92rhIf~-L7~*0j|eBXPd_O7;{>jGVnA8mIQ+OZALCD2LLI+` zZdDi2?bqAr({(FYyY>e4xWNn;Y=bo0Fo>iMnYJmM&ndWvW*1y>V3;|$bzTHd%x?mC z+N0Xkp9k+d25#-^Va>^M3|e&z_2wB8ydEY@t`#IPWa{>Hp?eQaV#eBwo;;B!PF=uum z*hqBjQ^z5=dW)V(+Pjp8Xcx{cp^P(SkersCrswQUd|6(AMa?=?rw<@kXE}cxcN%R| zb>RFu78iZh!h)_?lOj_A_=0ID9>izb_C)^eo`1oHI-*EoadlZ!4}kD?8| zw{pf%Kls8Eru==LsQ$wnEqv~P-%jc-?MlYbH|1>nb`h4pNyN}@`AoW}2hVhL1@#CS zH<(7UP{~!$+C+fG$1=QHcpXi;9{{E6WEP!z0v&o##?nTMs(*hM+T%KyyXP|E2%Dhx z$qm@ME*mtNWAt9LX|Jj_kT0l)(Vd)2_r{Bo*9oGen&#)zHiNIt0{a$ldfn5nuw372=oq08q2^nZC1{dsSYhyBItmJ!cjLKpP={D{{M z(}2d^8hqTT1Nh>D5JC4Yj4ucCaAz1_ng}7f-{vlcu=+pccPwNtlEuTG!hhUE~wTfllnhe1si_l_Z3VIG0ggMdVf8REq81GtK;Kwm> z?m@ag9cEs)6}Til8jO2QvEkb+u=+$iX+sA$=C_KW$tf7#qk?=P-RPOWS~Sn!hJVGA z3*cy!py8*OdyX8etUhxYdoQN_GM=7ojws!Bg`NH_0o6Obc<8b?tUKk$;uTv_dKJ0U z?KO887{N9rkfUj9B)WG$0-aArqFcK?EIOPAhN4$&^tYLyx?U!p8+{FIwWj!{x&S=0 zs8e_9EpNGz18p6BP~|qC%RhW(uGf!)X>$eFy$Ztq^XOfd7K*9czooA`&1bAVvCa81 zSU)1>(enbd>~jsqZXmzYg;?mAHxwPalw$0HZkYLf4Rbbq0G<0}g58`NUi+9jR)c55 zIY%|h-sG~t36mi9d=@l+e#&Hp_gU-7RZNw;ftT)c!Gyy5#OQAq+TJ;XW?X>$>3U)@ zco6qzum>jn7zuW7q`b!59|ME-LjA_I=rv{u?nu6d!#5+o+bV)p{RHC1im>P946v5_ zQxA-|oWlo$xlao8?41P4!>QO(djh@Z$iebpG59xcMER-}AoHqXsTrip@zb;PzmG%v zBoBDFE)(2b=3vLAO=xL2MSIl#aPiF{SaA0y=8vwzSCuMssBUMrQ3?pmJOuL3dfYRl z9KV|6;M2gHEz=>WWkL*5u4%A)UwmAMz7ec>~n`7{`e zdI6mVOhVU~!BG0Hj2LyUAdS`VnxGkg{qxXq&3e@LA*aIIaZprJjUgjLxFVrNRLHLh z?Nh$Pr;9J4|CoG`CFgUO0t0h%b|PlTK6Fo_bM^QS;_$t(=se*xv@Q%}jmurAuhI*x zzWI?!y)N_iWu;)_cZjW|{BC?+BCJa&#-wEiFn=@NQ9p@o@$z2foJ%EoFW6;j`6SvS`hTzN`cw3o+ z-n*Ppa_t|{>kF}@4!eWq-bz$;p3W7il^Ax*iM)Mh;M}liG(U5J`Pb}##1|o8yP8=3 zzYo-_j%M-T;9Y2rZU) z0{sSzfh8*1dGw#o3*6G!q(ux~5NpP3LU* znp6qWLN}YsprYF(Xm<2vT zHEi9cb0DqtLX&(YE-68JC%d!AVR6`@9|}Hwhmf0o2J{?WN?g1R%*2wMoX=09!_zG6 zJGB74o&CVv>{n(tIg)rbTcA?VV8yG^(6(*|=4?ESG!()&&nY(+>560lv&VrKi)ka2}} z(Z7!W1UFpq}=C zA*g%REa(P57v&4=Ab3`PknMjyQ)_LGKIy6W_Us|>TT{>Dw+%tbpqqLtYXKU*osa3A z4nZ52K(v&h&-rp3eWDoB60*T^@@~4DXavJ%Z*=*)D|^0+yx#s+*q(HZNzRq<81ijY zx*dXskPr+R@rvI_k3s+EGWtJ+V_MBkgyX#+MV5r_w>&YjCI($jeb3jO6XEs1eW3q4 ziN{^Y!jM0_aLbZX@ZpO<^QBg7=raJlz9jP)w-b>4*blPT1)$C50kDX^gKcS6kfNpM z^~ON-?s^m*mg!mR`&h8vMxBIEEtf_GLFR!)Sa<0;tEc^LUYQ@b?;MBHNwaX%+1qH0 zTFiVJXLDy6Wt8rTXq~&9`jDN(s^81d)#)<0Op0Z-`psvwsFT@M?uzGWF4bYFnSTg(SuX5>ilMyMkt2<|;a zjP}mdrRheQsJFqO%83Ij|5MEP;1YBF*@J$!eb6dP0GI3Ac#YQqw3(;nHR)+6$>}Br zZkqsZEyFO8&V>od$+U|Z$9CMl2=^>S$lP#>hy2=)yVxawtWUDMnR-_)4K~F8aO4+% z&VskMFF?+T7%<&E9ew;qfb`GPEYHUVG-Jq*{l`(1l`Z9(Ek#1f`_s7p&->KDJ&&&g zHvZ3BM1G)RlmvAFd_Mp3ySTheN;+ zH5U?B-U9m?4K%Cnu$YZB%Q|=vnoWssLw)P^kArCUQcjui<=D}U`e*Zx@z#=gEM)jx zR^NXbhCFTMK|jairrFi#F!3~e`7amVjVlG`xcgY!mA)S@f>AHGCD!Q`@%34A434$~ z>0b>z^wKB(8b{)k1$z8TOH9v|H1p}!6V^qMC;8$Fp`*ngeQw-j`SzKp{rL{7y}cTP z#$819NnbTOTdzgfh zXL}HedxAtLXK!a;$Km(X*y?V=Z$+PlFl`uQs=AXd?;ekwM9*yRi~Pwmnq^30Mca4e z`tt6F`wiDn`Ee8v{v(nc)Jc3@-W|B;e~B`4DF{pY!DEZ#7;KwJKJR<%gfG1d%xChK z{jxCT@530fPsQg=Dux@bry$>_1WG0yBbSUX3n$)#@iXPKFA}F?v8J!Zu<2m2>Jm6C62Kr2<4+Fwp?*mfn$*W*f|7c5 zr_V9@&eQl-6A!s#^w@L3DQN1l3}1bF24vA&1l#gxl+AV%rJZ9~=yCdaa&x9J(jL9j zL@<9p7s6hUpJjIx$~}YN%fUF1N-v3xBL%q8?+SW4n2=XUMo!;QFqmt(vJ&-2HWJr= z>qVAnF$9)BISiThri0!@pbbLqV@X3Q5vm%~eNWWybF8l?aqivy69 zG!)H$Okv8}GEq@O`&Q>1h_Sd%J2_{p5B&~;ZEQeVvW1(9Kd?RK!I1QFAo^C?q22Zr zUVE&8tCw%#E<-2q&_~x{;Ph2!8afxn8F%4H*h)z5M%_@gnmU@@xwm&FzMXIwTWe=B zt1ipnVLxL0_bX!R<_JvvJqXM&f%d)`T$(nWUv#Mkv)^Zcbn8&29MhSr-KLZ4;vSst ze-kU~i|}dyxtab8gU~anc+ZXIoK;h}YLk+gw9Lc2KEojI13+T>X>jaIIpH_NbFieH z%*7JblF}<^{-xsW#bx@P*0vWU2Fod`ms>63M?;mTNV8jQt-JVs@hjl#y;sI6G}U-fo#QS9@3n{-YY0O z8XCdxRmEbJ>?Y)Chr;D8@%ZxTA#iyAkV~@TM6+!YFy8!WCN4e;xHkkOdIL*O%t5_d z2-tmX<-r+6n7{fYj(in~%25u2tbUVd)8%jSN~U1zhMr7ZEn@$}v6!Ka0y9M@Y?@1M z^ZKLMI>Ug@>tey@cr|z2wiwKAP!`g%6haH?iMzU*XC6C@q0ZzDuO!F7vTznqz6UGr zkniByAI!Gg23ntN=T(~os1tr?iui1y^;s25oBb`cXSqS$FXmjo;xkX(cb%6k*Q4^z zRxzW+4g(Gmqhu`Q*G~Vyy-d2GvQo`Lyy*Nqx~)9SI@ZiXhd}DxJ?tdb z-p*j1WgHrB|H_joucbcyilt791ab(6vl=!O`u}?ZYnN{Z z?PmJ375PF>dp$ajpxn7lG1on-6bwr{xFPWhzFs^HTxy6D7}v~)@1pbX`+eN+ZYxXu zc@wl~hhjs~ZLZKg6J9+R;anljl)k!Rxc6bKesmG73LmlTDTFLf`vzZYhtu8oB$quH z#0_g3xw3Pe(DL_cc)m--j?bIXw&fy3?~{R#uR9AFJ%K61HG<^qajxx?2GTI{g^nKp zDa3ct{9Gdp+_D2dMcl!8VaaHBaxQm0wI96FlCYlMS!v_WW8{g0VD4ZJZ4X2`H~Z*2 z*2bW@c_@^Gog~+iitPbnZsa@&Md)Cz<%WVVIPakBSYa1l#&s7~od~mHkelsq1GxKIuL> zEtm)XZ``3Y;~R82w17CQGezlEdOq&DC4_GHpP${2C;3pnh9Is=vnC#SY!HQXGKuMY zlesMMg3LeGplLPr5}gh~!a17z2i@fv`%b{uJi6E4QDJGZ1nehtrA(}z=6Jw9XWeE-4C`;d^ zkV)M%qN>!NDRG&YSicAzyez@vXbM){jYm(X^-g^wZeNN|q&6L}8_ToO7l^9q*1?){0fK`t`@O0^mx{J2ldh0z58&e8vDk8w) zpID};NkV+AgtP+(Q0X*8uzDGRiRl9F|NA1w$Myi-naS9{iRN56F+#M{DXuxH%iB){LEYd?{(33-?N_d%o}!li9`ZK)eu1_2Z{q=DV$sf_FB%q0 zxlvjqyxejTZ2Atv4Z)Qdxgr4L-$jAHn-pQ28r=>p$JZX-*qAbz_{Mv~M=rg;H!-98ZJ~bBYA`O`$kg*R5OOG&sawJ@`}7&~t1bm!_qiB2tvh5M z>4NsmAIGW_(9B{W#FrsD4%vye9sip{cN6?-ib0KUnaz??=5Tur^?2!-JuU_9e#wH4 zAxBXXmw~1!O5&~T=Egm@P&cm^R+tpC*0OLuu>TrV`t+68U*3iA#urV+&s@?Y8X>;| zqb+io%54ja>vB@8!TW!G z+Lk8vW_kg%9@~J*UT4H$FF7bo*I+a;86(?=i%l2;^1-*rS&@aIFK_aspJ^u& zL)^^DKG1m266N{N_}Aw}5P0S)?T)hq!{qh6=KbXAIdLHea{_CV{HcYDifh33=Byqg2+NjkHS! zvy8Rq9%6<8tw%ub_J&z4B8J?-NZ3pBk$^K!=<(YH(1j;33&UO5FgFvuOvzDxcMbT~ z+yaAd3UqBs2jj1Eggvzrp=|>(uH}~WJ{U@UtX_~|JrEVS2|{b9P8d(S@JM13xwj@k zqUFEbG`$?&QU=hx!4@Sh+x5!)al+EyE>Vu5T3CLG&Z)Nx@mk67Xg zdq{e+0IkC9vEf`fx^y4PO9eZKrfikX>3Dw2Bm>9(q^0a4?RlO^h?DyRx7|)$mQpQG z+u;H!;RjJGOJlOHB5z6Tj*VS&#dAB8!I4>E<|#c3%_>0shKEeM@eEgXGIITnOYo>I z4o$Z21)srkR8>%(o$lG0XW#Jl>}GCn>p(v0mwe9V4A^rh9V7i1D2>s4NOwf-FWZ>$ ztGiISAr8F{F2c6k3dl>(1uN_O@T7n`q=PT9hT)l59h3#B>KN#VzXTa$av)(kqTS$8 zXm)-9O1w6LBfB5Q;&CwGo&>g2b15*VaK@~tPdXw8r=_qviytC^$(HyUjGW2HeZ=! zm`==CG#g9*3kK`OVW2SfVh*X~INoN#jM>(x@OI;pH$9koQxr-jgfPwTsWa8JgP7ev zRSMvi5!@bj!(PVfAyqlJYO|rSDzjcRw{Oc6fttbbZ zdDNkB^u%?0soU%jM!W<&44M{CPM9>NyHzX%EIk2s*Gpk|1HDi0IHJjn!Eo`$F|56| z8l~gMvw_pBA*pL5_&$??v34Ghwb7Ha!G%k!&!WcTF01vR9CYX?$lPAR+-@p~r%{Pt zO!7d!;2mEiy$W05KQR z@b$f3;QI$)iz|nLid9hctsG--UBDq-Z=lKV?%4X{e2{cC3RccXdAMf*ta*GLwPU4h z9T9@$y_ETFBsb^?Iv4*O#J%h%W2zX>*BmWH>puRV7|nhT7PND-hwRzM$sPTk+q^I5U&mi0M#D(fewu;&=|n%F0Uq&3Pg_Q5uW5$MG zz6^@QJkiR$f-mV)3hOSC2Qc(2Qy9;HzvV)d4zOg>F>&IqN-a#XJ%YL^Uzzqwcgo06 ze$#Xfw2Y-}de=RmJUUWL`AUfBlm!^k{S>$kasWyH&)ndfjU7YEFuK!5>U}b3>wg=P z+Gko;T;8p>!Wx5uEtFma`)4~-~mSJ=D7uMoA2^7^6dC>av z&?L{o2x1`U?muVh7gy1%-z(n#$5QfDb)|X61+Mk-;z`;$7@RW)L$~HIrN=y>y@og# zbz@Lz^&`)-+yNy*B@SG81(dPPTsO{H{{rr#{`Wl&!^>P;2I}N>M)DxR@h)H)*CxBSd zGP`$zaq|Ims-`Z=v0EtZND_T2h)>#|G7(Sz;m;S}qqAN(OTARcrB#LGA)W<7>@n=y zbQLWtQb0M zhaj!j31Yfu2pLxX#4X$|XgUo;O*eaSM{Nal^bT;_BoCC_Y87&og_vrw85I8nV(9Fd zSl=-pjBUw0t}qSFLTP@}v>gMj%^@j|?qO^1VsHrEVIGa-o8DKV*~;;dwv9R}Lyto6 zH5J=F@LX37xV`z8 zXNcFqepw=hM4n*pE*u4kDv6D!uBx$@8P8nlj561?`mp@vko4De@{z{RY;7vT&Y$V| zyoUB>FO`~lDMJ34v(VQ}je!mKuvMH#nb88U8vB8%KHe97Tz+T1Yb-IZ2k~l` zUqD%(k0K0?2E~pGqT%;2NJ=@3ftxE>Abr-&j?hf;aU?d53PNek9#)flfbt!#U~N4X zp2iS&a<2#XquptHS~lG1Z$Rbk4J^{k6Drn3V)V+@(0tGvjhmLzOaiIzb{?Ca?Z#KJ z_rW~Nk0*{SX2uRCI{ZnT&g|`A{Q3ivIqVcPtv`vf)JuZT+BZDpeiT+@n?P;oJ7&nQ z;Yzx{K2nfJp{_3~ju*4$ZNt%j^G%Td-VIdtBbjW9L~L9?5xQPJ2`2XsVuO?=8gKuPIWYiK{?V8=xCaKd=W&VdS7!R~ zCbXo=(CX10Y*^?H*&<~YZ@bD>6OyR|o&b$bW&Gj)-t!}9Z~do=itA(1ak(Ro{8t4& z)vx%R@+zg7-J%z)QXcAr0T5%sz>`xKn<1!jF1cb~JOG>JF{1zT?Vg zuH3tAH>iK=%%5I~!%&SIx+n&5Sr7Wo)t(eWzR!Zj1)boPlL#fHhrn5J3*?E-tkyRH zo3>g2EQ!V&XHHRmEI_=su8{a;8|4kh`-07_bC?~m0*z1hiUSqFFzU$Y=+ zr8)T)Ke}K26pyL^a}4XV25VlYLdcc}u&5*tr9W)v&H79(tNp;Q%FfXR_AHoaPl4BH zTk6EvimI;Xc<4BDsOnvg{v9_^v#3B`Ti3u}7f*q};(g%qektys6c0-HOOTH~f**gR zz0I7Xg4@BK5I8f3hc-4bP5-65Vfr<63N6OVQ_Dg2dKW5(otY^cyNx+M^aP(%1z^11 z!uL!YhsOKsMX8NWta;EC!UiqIrWX?2@wO79^CH3eyHpq{oJP%)R=H&8Sbcs%0fwXo zFgH8$MZBoc%a%`LF^MO@-eMIR3MS#a!#82h%mPq<$Ye^(AXHbRVa5M)r7kus?-zHh zDG{*|GVp7U5`6vfI?7%akUJ-UDWoXab}mEJutQw)Jvm^GZxE$rp{#;-{3a_7qGZxm z(Pqjk?s;V>YT#!!a>{MY-1VMY)W+h|z2xZi^nkr?#rQnd07k`oLAmq3=uRATyob;> zhk7h|_Mo*2!@Q+ap@F)6ZoQXa+MP{kQ2xzS2Uc?3!WnimYW!mTtoPPfx_`aRwOO8V{(SkCk#_`}hpS=p#3o>3Zt2m#=^d_h-!Vhwo^g zJP|z87N8IA#5KX>m|bxQ6Bj?>l?9o^P#yqQ%OBvAsd8xCeG_HHDnb2z3rpH<0$*ZI zqRW_5m@#fUW@e|7Cuk>sw=ojG&eMa-nxWuSa2X{AH&J=&ks!IhQw)66%J+YN0W&uz z@kIM`xMu!QaJ@%&=o5YEuG3jxTX_{tPT#;if9%AsUpVGC7Q)DX3ZU`3gG@8WpPOIJ z^#GaCWw zXOt;;T1f7ea5Oa<=rxQ@B5r&Mk)k(`hzB$YX+JwW??+YPh&JDh)ya+~#@BJ&^7Q|>S?eJ5 z;YDUPIsoTPMbHGh3#sJ2(lpn}Lwe06wqglNXnx+Yobs%boA~%>V!C@CV?jS(g^uF? z&05N#DD5cVv-2L+j(Eacm(_QSueU?{1&BN_9A9jT`cXQ$8(|CM+oH_^Dhnb1og7`}` zcT?{Yz4Bf#&2j3zA73YLd**=}*(kBDd=aMf%Ll3FLA*Gz3azI9&6Nx83p@Td_fzjg zr+1|&bGj=^()WoSWt6!K3V{6*H8}PxgyH)*%CfsLS^o!MsxLtM)wUpUn#W`ho-@-7 zJ!_yIm+3w7Sf%=MEas-*xtOrD&<^dHkPly>1CpA+l&{bejYTa1Bg?yxFl4*0xSi_%2}+-pr1d&(=& zVf|@T6m@60SvN8DMF25$m%_lUj;N5I68FqpNLhpcLFbdh@{2Cxr;13d{6gLOvBSZx zZ2`JQT0?EZ0}QqQ7Anks=gl|LnQUm0*x|7j_SVuq8ZV$B=PuYp?DE%*xw{E5kaa9%gJh;c3`<60w;Z@c;RR!VW zPh)BVWI?~mAJfiNVa>R< z>k5pd*<9v>d-%9pDWqD~@_}V1Ff&d@tggF4gN+v|AG8sR<~^ShOMJrADBKgj8KXZ3 zp?e(dytdjC^U_I>r+7iUsSJxo97g-vKGb7Az$2AAL2tGf@}3Yc!{sPw&JX7uH3Inp z`wQ7kqd->{hTd=JEZRgnfxt2NGB_LBzD`7&^QX}`I~fP)a*tH+2fvd|Akze51u9U5KS>_a_T^K^}zB0fK6M zA=-B_g=pQc+~>tbrkfkcPIS+LJ!|G*>B&&2$XJF&W*pM`DiBSrL6*7&61(S-bJvdV ze{l?Lmenyy+H28%fCRK*1!zY6c;`NuC`)}VxNW7+Ocyycye?-}zr5n&3p!i8B9_{e zcU-qjBdpwf0W~+5p`&sKW?t+?9OsklvUMCpR|L@gtuy4=T41B44TKKOdTPAJGdMzqNY=Tpe)R1Msf*!T@?>Wp1Y~rqMH$zdkez8 zIRic;J(%KrGc*710#pvTh^Ye)LSz4QQDZ0*eQj6K`=o;>zBWNalgM;KhJteX7QG_v zIe)dY09=wOd*O1DIeh2?irC+Tz{8`^QN0=JE+sQvz!$N@hupt|r_S)qB%WE1GPJG` zVWhDuJ=J}2|O;rr~$u>08>tLE|54ij09q9FQ zUkDkI03zL=jSq^QE)%;wQZ7Qhg$|9s(eqoG%d9W$CP&j;Op8-t#ed!Lb?kOD_9_&z ze>qRwq{A>{5@p?X&cd(CyWr-W2o9g!p{imMQXdDSGs-~sWeY|et;UF16=?EhGgOq4 zb9OWX;axKIhl`l3byB`T`jR;W$iZb*0uOzEmwdM;(0G(FtDw#(>m&+Z-byfrChJ2J zZ!n?t3OrqZh1`nStRi(H>Uv1I>BN^jtkNB2e1eel@CGP-K5>)#L&=BvNKgdSlY96+ z=F1bnyCfduZ9d|AgA56#W10AqVGnN@I%md5BDbQeNjV@M0m?|Zf>$Z+%=8fO8Xj={QRFQwA z_NAz~6e6fiqgZC&GPdYoB|0p$0`=!uUjGAqhTp&EHKEjvdA>{Vn@@A~+iFphznV!N z%#pW^DS(#viD)^UcKuPN__T9A`1Sq7z4MNu@w=;(gO~#g{y2>-r~RQSWj-`+_{5b_ zmzepSjcjy}>!1)Gv!bX7^bVQ>eIXqhTRsYQA(lU_Ux4|U;3F!6PKxm&LpwhCKy&|rKYT7w5=W;3F zqf(Gr`!a3eepY&KCRp{Ijt{HLu(9_>ru#R9p9>}5f~}t*=?G>1@>w8R`ycOU4}?_L z>)fF!6zdDugO?jXTw%}4qhPp6F*NnK0gmtdLD_nq)!Tcbi+LQ> zU}xG#{=<|JX>#KbSFCAXjh62!!1~TIl-;>0I-c1F#%^7N1-eXZ46fzU$VC|JnuJo_ zd7*oE;y$hzz|wZl2U$g%en(XS_#LNgpL!_0pU<%O2jVejZW)+u?uBX2CsD3#;fwm+ zM`h4>df#lN&cGvX|78Zagr|br)uo{8bOJ+1l(EuB-g8JTnKf#L;bCVD9bm9Aw5Q6&y*`zQT&kCnYnS7 z<$EDM_!hDF7z^v6wA5!$n7YTy%l8^h2Zdr_Dc39PM#zj!hMM?2kl$i?d)Flt|~NJa~O*E!f3g zX3jsJf|q*YjE!E2hAG#WYD}K!du1Hr$m`G?+XL-;xuUV(2)SYV25x<099YdtXFite zK<{!1qthuL?DvM_gOw;ds1+5u6=*f-8;EE-4Bi=DnEW&w>pxF}*10ac@pnIH{E0qy z1@~!RUoU7b#q-cUfAS%BDBpKifVX4LVDxVzL8B@alnrJq`bae9y}u68`YGtX+7cAU zas|!f^-MaI_Uk5H`0_JlVDmB(w_934SboY z$G6#M(cbhTGz@>r8o!Mm?JmW}55>$uOwdt9pdnQMIx zU{%L`IAM?@b=*maNJcw?mL=mJ_l}IxCi}T z4}gv<*%;Zi6SS9nLz(_vkXlm3l}gISYUeTChVR8t_Xsqd@dvjv`trt3d(ph}7*>-Q z1z%%hV8OIp^1&X&usiE8_0@E6dGnTe)r`UT7c0;;o3ibdPvt{y69Z}LF`l>LJXEb8 z4L0AFbJLLP*eK26&Ap@1{<2B;^_HFH^jN!bqio{3&1*y4<4xl74@Uzw-c1zfZP;9^KMNPij6hO0BsuX7xa|JeytOOT3D1jBI^(P4fCQ+~5hXz|(y z?c*gV`#hdRq=$Ly&p-0Foe9dKQSrvs%dC}#Jyk(A_tcS0;$1yUylm=}PtZ@hgQl zi;$g(o};=z-#-h`i+6+Om**isz6T?tIDpR-Fn*Z9bV@B~*T#SgH}Xa{iYZOHLWNoZ z@2DJB(G&@##ab|3FcRGVJdAb4daiM)WqFHNqN3Uv?4RU!?!Ny2e@{K>_cV3lo(-Fo zn|8Vz@;f_kyo2Vm)-#8gWULsl2yG^3GG9T8FW2g*lM(|n8i=WoZ^exiT&q2k14(;^ zfh6i*o`}^5E3bf6@qG+EOLOCMPr2{j@!)^z0O*boJ9hp!)b4e~#7H&MIHYjZph?)e z?;9SLIUf`1brAAE${Gz_+1Fo-pyI!$ys>jGu|Ot3QuayE^i5~xtB13m-={);+5_0T zw~QR#YgmK!7ykCIV)AL61xZ*Ib;3D**?$Vt$hQ)5={p|ykvK!Q=8J=Vy@UKM5f;zfsD57BcPS;CSX5IXRu^4($dH ze~duoqcTBa7X{-3h^doM4nChXVBD3&vK>@dBUz5RU0SU0zm2k6AN8-tb*0>ADUTkZ z2PYZ*o2I!@KKePgr@7nLIz4QPD1?V4I(%4~3m&^7arA;aXe;HsL-fXUXeOq--OLDPzX8$urZa{QOhA*xlff)-G^9No z42rcqcuSHAw(YY;x$y~;9zQCCPCLdMpQPbMt4kO&^g7!7P8_!BUzl@SF{CWMg~KDu zP&x7ro}L;3vem&{_e3vBM^^|AZwqNBJ`5H-y9w$)T`^?hZT@akGH6B~1?|jb!~pX_ zpYn^$XX7ER-tNgxzb`}Mj4o*2Wj(r#ng(|NSVN7SHF+M)Fjh|eg|BO{!K{E~&N{=M zs!JiG^JF;k&oyZO@ScYsJPv!Ol2>QSJ*fID!FH28p3jRPGnw5VfM*gcl0H6AUj2N?3-b2wYazAQA^LR+fa`th~5lsA! z&als(a6^=mGV)`vHv23r{X_-jvuZFtpTXrcqm`fEf{kN0qxs5e9$S2t*bq7#?OBBt zFH+IbuoCu6^~JB`D(o2U0ah1e#1=9YWY41X@?EvOLg^3TRu|FE)Eu3bgrM@24-4D7 z0_I)1j}D1StncTA0Rv`$)7vnN?Qz#Kc6=c!BNm>Uhu|3KK-o`m$NWx+W4ff!E zMP*npBm&E}1J-St2o7gzF{u46_(rY5a1%KyC;iTad+6?%Gad6r+=dYEMo>ijtulW0 zk`?~Dg*2pNa5Ri~!X8DC{yqwN+KXY_UKcs5k&g}u~M`g%x+&r{h2i=yBoX6u;LsGUu}pxTd$#0 zWFeUB&By-ncL2T&g(Syq7@B`h6<87m@mq&O^6MCAlwZYxBMLy8pu>#)beLuRHR#KY zfz8hfux{)kteiIo1Y4@O-(2EsRh58nTPIf>ea7u>yMa;GY_!oPzv01!{LwNwlzhGj zEw$b#ICWZO_V^;}8a@&~sdTRzTf6&MDXs zy9Bz_oXG;7NLq)^q~4|$-fO)Tb%z;ZUV;x!_>LG4eQHcDo{47*ic!DeGwbNwfb9cD zVD}P$kZV4m8M26{-3Z6b3KI<7y%-)nNC8EcH&lMmN5M_<`9-W?@)q*pbklcOYZUhW zdy>1Yh`_w^lGgYl`j<3cy&&YQTh(pcQ%Ap!k9`4D#oK-u?>h;3|1Nblz_53m!QjBL~MoxmCX2%B(JCd1Ae5L=7Ayi z52N?Sj$rQZo&Z6TFkIG4yZRh82u4If$!}4_N_R%_`&rQNoc!JN?1VU<27#x&#Blo! z?sESId-j@m#)HY%emK8cH0>WATC@)zq*6c4)*bLjoeM?}!@=gvI*d&`h_dac*~V9; z;Ptc?#{5-|1;1oscjg=JHgp3X4ll&eZJ$+{!2zgFTf)cvDS~K+AXGava~Jyx{)&+f z-n)-WM~zTg^;IF7xuI~*HAN|!46o&Nzon!85aJ64Ughp1cR=^!yDTn;GU)QVDBE<1 zjcXwt`}25i9A(4>r@u(_G?O50;1O(lng=BhGP(cat7z4H3H44K1I;T3l$#BQ0GByX zHhd9Cm(_|}ugr$v8RtNMODvj>j)2|?Q+egrSk#mSt2_o)fNaV45PxV4aXXVhRy~F* zhYW(XzSSW0a{xvkS+BqY@>8ImpHJxUISKcT)mH<7Mr=W>#0(efNUD`_Wd*A(?iQn$S{sk5w zc1S|`(|z#jd>GdCB%|A^#WeR1!AGmr7@B^D8?hneJ$tNDxZYvO+h`y9uL6=ko8gyF z<T1@ch|C(@oKr-}>a_62wSzOe%8Uc0dsUqfyDM`uqz!z`e_V2s;i}4$YT~@0nCv0k@^xlNY?G( z1|wFXc33S8bcn=`sdr&&KCOj|*Fas{8C2G71w$vwC1vksjbp1ou_lnO`V-OW26Yy; z(jMIWP_>tO9CmUG2<>^r<=YprSYo#sj_Tolx6+yCv>)&=?KU*GHc+=yBbO|oJmOY+ zF7Umg#M$JXQ@eoB@hl2zt5|^H3^w#~DY3J%xy)pz%G>xHG-yKk^}jFUlD$pX)?bIM zlLtc60P=lbw??V4Sh6$XD(Ft~V(JUOa-*2>*j}(5jh<}-e6s?@!>+T2mNR+45?Lj98!X2gb`4ug75;e;0IIZU9w z%2P3mOuc7-_Sa9Wt*exWy-EP}*k2e9F^1&6hb+`HkNU=!q26f9hVD!O1MQ0_yt^>L?x*-$tvVYwvxzn{2pT_n6CAK%;!>Ci=9qtKQ0+`^T3(lvX)Fg1$1sxqMN!X}K@ zxq;Hu3m{ro1p4PHnA&PL8fuoKgU4xj=S|aE5oOUsj-W>gLR^aqtUW0sFyuVyR=R;@ z3Uv<`j7GDGwd~bD#A?^NKz@uF7|-=s_ns=||1}Q`kKJNzEh#)cDHMyM@1S}1a_C)M z%MJd^#QtG5sDF%DZz&5vHs_Kg^rDcpMIK-!l2m3~eU87~GZ#D-$gnA94&cxW5dCEf zbll5gjyVe6qO}BEd|q?Y$rd0uGJ?13ouu#fY^Lko!leC;+%$-~|3sryx??@qgPiYC z{&*86$6Vq^m)wNrfp;*jv>9cyu0l#$E(GvD*ud%nV$lh4`-2K})5L*v-8(KAFhL?8 zuVKEfwP@G%f%3o+N=5rWDw{Xt@$fgR_WoW8xi=D_H;#0mT?ZxRGe=h|>FyBiJe2bhZ*jDKRR)#d_%Q z-yBT55Q;4^>mYXKJ@9))+~90Iuuvf3v0(ro4X`jH9LAkv7?4)W2cJSL zKU7LR<(cB7^=F_Xe-Mnay$04Yeb(_^9oKBnpy%fcxASOXiE&rR@9zg=zJ*+{jT@2px?5fYpo|cUlk7h^J*dBCiQK^#Gz*7E>+%AH|T1}Ikppw zLL*W4&Qhi)BxS4@7sbCW#Rp+RY|E#-+j$YE&OnvMEQxELT$6NHOvYCKCd_`D1}SmT z)D>orLgQ2XL{~Is{s^f5;snkuqS>(VEI1CBjDG$>P((X-u~No_Z_W_Ua6 z-)KGbgQ-N6@}7ClTZA8WUqDBHrON$bB&hYNH^KTmG|2VkHUa~bf1$I}O@zs`#7<9xIx})B(Fk7i8_hfpX5$0<_1Na`-t59idM}C?Z*7!_;@={Q zPu(boR$$QDJs2`>78pA=qi6O}__}iyCix_yq87MaPCay0=P>IJAzbs_d)4HG+vuq8 z!+Yjt1!R|wM?vFhm720Gnw%g>%O6IR>m}X#_5tua zQ_Qu+dCYjhY39&k00E|pG3|>#`satE{%lk1jJ^$_V-ol)%74{mdZW|Sh18*wi%M(C zLmtrrgQqr>VVMNd(vUPUW-|(uOD_n!0nMBa_(ncH#7NB z&s4PAmJPwJmDERJh&tKBQIvOrDK6JQ*R)zN$UO_jhwIoA@chXWS?7t70(Yqcas_Ewjm(a8u)?MO*robYQngwQEftiB{a4MyRmA4^90GoJq1>+L z8GHG;0kURi;OjHB)EAO~OC}Yf^NLb5>Eqbu^qdLSJZI*cGs!KH~hj`(~uz; zyZ<;=o}7f5XKB#t#=&EW48JDrAw6&ie{_+9pPw6+M4w^$S&x`s`*8H|y#u21a8=v7 z8YtI0g<&`H(8YBTM*k26y5l$SudTuOOnU673)b5EOqJrK=Y5fH5awUqv{Mc^8A?pb+RS^x}&D z9p*2;ox*~Si@0E76nKx$fwnapnY+zu@Lc4DE;oo-)ffk+H%-xS>S=5k6UX#t??l}) z9aI?az``&NCEw}7(3zodG?y5NOXlECV*5BYjN${&Q~r3B2b2CtcmMW}OyJ-}x8PrS zaQZO}T%1MyZ=ac{VKNIC7yxdh#|BJK!q!FP`|{nT>OGjqIx8vn<|M_;rJKNzU1vgy zG$F1>4)d8ynx3!!Dy7D%#S;8*C1>M7)X zax_NmiQ&xaQ!4h~_aT0g3F?a7z8=0Nj8YR@xK%)B@SqHEFD!;u z4-e?i$!2*!-lg;A`l8AI&_9<4Q^6?la%b(pw>oNgc8Kn_V<$186G}dfOTyk9%C&sF z44Pwsi{ACs!>8Rh(QAPjbiLH#ODI>-_VY}pyC;ojKU)RTRLZqnujSeCJuJKbH-3F= z2IfT*Pe?Klqg$?Hp6x`myH9K>=@peA$50~vxs7>Vdc`LEoCw08To!hL`mVN=bF)eb zc+UUE%xAiw-TVyb`%sE@t$Hw2a|!N0&%|*ThJ)x3GQl$ykH4^yd+h?cLmUOsze!@> zzb`;&3h_5rZ-t&uIoRbl5nVbNbg!+#1sTK*RUc#7|HhE_^#`=9o`;zel#oBC1ckGG zxom-pIAtY*&KlYo9XrI7Pj0Zz2_^uU)3N{R9Ui=G6GSimm1_oQf#Lh((CHBaBPt@G zNL>cv5(Nau^fBR>v0UNvTq13p&I2ku>8>b-#ybTlov=?5Jlq1mJSMKJoj@5|$WiI2 z<_$^{OnFy`=sEz~`FQ-~a~G29Ui0`HJ6QUQY;bM3i%BJCKxyHL3NtG{E};w@-p#_U zH5Vk#mlfzd{Q`6)+hRzo4LW)p27!YI+?VI0HkU*1q$=7mkuL0A%p89^37=+MgOKu( zDErw$(&JzZ%{BGl`1XrR^R`=MI*2-+TB5MGCz-kTHh`$Lm^b|s3E#e40h#V6Cf8oZ zZN?{~!-`bUyjdd=``%}h;WTJY3#@eem!i_?E>pxi;pd*Sv~Qe(!a64|bKNU3*m;fg zTwe@+qYrI^r6Bd5B?%+{m+6sM&@!fu%EZecPCU&t|739M1$Xh&p-S|tQ82w8E%g8E z0&Y~1OlCF(53IU}%923H%%P6Tg;St!=4x=aPa%iFtgzK_qnim$Qx0|6?vFyaQNQVjXjw^{*<( zGYs2K9bj#TgSn=h{H)$PB!fqu#sxmj#QU|w`k;DrqdnN<&F7%yPukHg{8pV-bp<{D zaYh|e>L1J<3fg|Ipgm5;-CXsVpd&@xIZB1mjZ*wJU5#>&G6?Mrg$af=s2-Bdf>-;Y znQ%Xx_$?MxcA;2Htkd*a>DVLlfcUy<%s$Y`JFJg`r#)pJ7dTT!NlRtlM{uRf#DE)Z zihVir$;aQS`ualzYW80R?a#!5iHhd&%WuIaoe1)Ao#Bp?Vp#5A`d<862rdEt^0+y- z!LRZ-Xb&Eb!p6f~_v#PK!>k!3&tuVLcQl)Dp$av7H*l?-spya}2#m$rXxh3P;%C#{ zW04hk?VIQ`V&5Z2Ks%lF=-Yy#eg&3Q({}hjn@MYEs!G{e*uumg9pX zl+BF|X4<8ZD4NpDWMAARx-tvixzY+7CPg#BFTXIE=^%Q>QX$K)9yOJ-xgDoY$-fV< z(WKbC$az z2Tbkqp?^H>T3$|LBDcMgrkQjnDEos)%V*-O^fclq-ehfwpZK5=a_sC#fdDO%s7;CA zHtr;AxbKB!H2)?qPvBD9M&|Z%A0Kms(_WhV+;d?*jHsSh&(eP`M@B^ z7JTA|XN6L4WFe|o@24L6ThQ0g1lC_nK(qgfD&$2n=-)mKQtQ!teELlk2P8Au!5;Et zo`xmer5G+FePPH>Xug{a8!3;j9Cw3Qp<|ez?-DTILVk<<8V-?RnBHCqu0cy_7vT%Z zsy&eB?1FE<%mhJFpVGK$0Oqx%!G ziN$uP9Q9X;pv&qE*Iac{eT^)IlDk)VcvLkezx|i@jyJ(_mwZs@>hia3p=h0~#YPnn zKU=pE-@77}>=|A>=XP|sJ^`G5Xi=Hv|;CpW&YMX|Fr}r&ZFzW(ZKCPjdz!+Zor$A_X zDt5Mc;;f?yFnC-dls+LQh;AP7RVb61a1Oo9$W!v`9n8H%_o#m@Bx&>RK~n5|FiM+7 z?8M(#+b#*SFieD$Nuem-dIjC|-I?pbWhmXlRL-;OsW+*c6>Uw2fK)4-(3go`YurIo zI|>ej+=Ra{8O&Et0q-@pASvxOHrW_KclQW95Lkqk8&;#P`QNOYW_R(ZYOwrr3cI^F zSID{~ikmX%opys~PdbEop?jd~%{z(ph6Fe|BoD(!(3$!94@src9dr*ZVxN6;K-XhB z7(5Vz(0MQFel22(RxchZn#TO5XEO(*{n!9+x$7Yx6n#fKyAzc>=zb;k{Ut%)2a90y zmP(X9RM36=2=!VSQ}qbQi(9+Fv^DwLz{>YkWSu0xu9Q)17s(-1V+2aVs`!8lLqQoZvv1@AP(n0d7Yd$u1({~@bU zD84Px{}*}JFNR=Xev+7c7kKBDp=juNo_5r8*!}br(6(t}(VXs=dOO*wvRn{M{F6=h zD?{y~X((7($pQ}C1T9lN)asu=?EXC%I@uDM&t1gs_Vw5vW)HGBFO|UTKULW$S4az- zf>Iyy$d8rbszZtRq%jXBU zesMC4|6C0UFPf>+IoBLnEomE3$o!n5$UnactV&Zcq$m;do3BIJ_lMDVvI{tA`%%Yy zv$8a~9PmIe>1rYn`n*y32_AF*%QGQ<@ndc#jDR{jvN)ZIRW`1oEbhs%l$Xvy(NlMo zrtGEI>H=}gr_9AK_Y-N45TVrOaVXxq5_-RPW3uJ<06*JN$HqBOXC1`m6IH15{xJ2# zJWwed=$+VE4{0m%&^s*)LfRwofxi_9=Eq5zkCtHQ5jR#Ebr<8;EP-f~JG?*g4ez>C z4YQE`J|W%VhUBT7ZeNAWAyM=@y^Fe6DDSP}-0o#Bt4rR7{=wDYA81eP*+F=A%4zbw z2_bt}By+lb9?G(5PJB34)pVcw?;dBP;qqHd*nASwN|Nz#E62z!)FHQpc;}mI@IzA} zT5ey1b{A?`mRU83{tDni$8(_Qd!jPaUyfztQ<2EDlF+79th-}Q?~_$rwq~PBb8!dP zHCxLc0a#94i0vh$!5ut_j(?t$bS6_4a6-OHQT2r-zq!i`)>MFY?k)D%ycWIg=s=rZ zEbn;!l?UNAsMI2Va&0ab#f2+7s3$In<_U#=8kj%Y1>&2uQ?DH((e1d;Eq`@J!Ke`` zd3iJQ9D9~U555EHYccp`A~BQNsV^pgGOv3anc$#8{OT*Qze@GE-z?&qsPkF-plWnn zvXX0llrg)kMrJ=X1Ir#YlE;MlvYfB-v;$TczwHxy`!ocan$Kd}uXsXpL8%N#`K>Ue|4e0a3Ap1f#n%sOKwcMzCBU}FlV zC0)RR|88LN?{!R2P|3v0=;ux*mg$oxEMUxEOucc0vPMcBIy-BQh$`ZY(=&4%dJ zDd5=Tf+n+x<@S6rYKCO+%-AC6TRjv5>eS4#VmBIB6N7i%Mq)bjswTMH#>eD&bZE_7RlM&+jXn7&hQH}1i=y*tt9-%<$rU4Ysit$cD$G2C}f zfwJl|(0P6=2yUcF-2X>CE46RAJa$eh!@3L$P*OKQXX9LO@Cre-+adlzHvde~pzF>W z7&kN#)hpU~sO@=`=C3v$5NQJ~F&FulW2C`(rGj5Y2=*Qnu(I-FD5E~xG&@Jy7ltt1 z2}ayuAax|ig`jb_2@_WJvUJ-jFlNA(yg5r=>;tGgD?ojx0thy)W@WBhQ2Ea^X!a-n zMKdw8&bp$jp*55Yj^#VYUW9_9QK0_^W%4EjgZ%I&*7Z{`81K6XA1s?uaTwT#3SvgR zqkGl0YUcRQb?zT*N}jVOGLi6j3fS(GCP^I*a@`#yXEdX?`8=+)SN{`}RQz zeviSsMnUal;wBxrfRDn?p{`Xk!{+0lvAamwhif?Q)@UfFeSYB#1JF9FhuIrX@%HJn zG5qX3@K3MAx84!hANmusG*)5Hik>6+orGJ+^FG zi(fuo1ATUxCzF56gSe#f$SmeL^AH+|=!`ZA<=F=&K<)YqaJHo$owt$(Fy0Ov>$h^X z+zDE&R)SEs1jF-*`QERD>HksZN{|mE{Uk=?j}uYvp9nO&@R=!>p5acGA^7$DF?9Ja zhr2DFfcn;1%w%~fh+@7<+J0?heuKrZAnz)uU)zJmXCH)@Rl)Y_^=RBBVV;jUb6HTp zD}O_L>pmH~dK)FO8P+^I^)Mz|6c zP*WcBG#FNe}Tb@SmL-HiWZUI3N>60y8tks+Nlvh{rQ1N>< z`3iYNzw6?+4ysVm{a&SKWPuIJ2h6{06-GB1qgikR3$~4*oox}5KeXo7w<=)7(^z=% z>L!|f_=mX+tI-1ezxx z>6HlB(2|O@G!C`w^`Yx>k1BkNntuL?C`^6L+%5{CKeUnk_52dLtP8>~)AP_V(h&_; zrlR(!T-L96!ybHZfS>J?!SR2;O5&?GGhge`C>kY%K1Mkk$7$gB#~xOdbd|Dxa(M8A zE*Ne|;qtI-XbU3F@WN{tWIh~1ewl@WKYvpNfS9-Wu0YY6Gb-t)FjaP(3zns=g}lyO z>gqD;HB|IcoP?43T) zpFbPI56HpR@f>mYju5By5^HJkqrCoH-uF=t6b7bn;z<=YW*4B=6g^D&;UZ1uI^aw@ z>L%K;iN$kZ70tMoV^^Z(Yy`^@#Omp^L&d5uEOVkh$nQ$H;;I|zvnr4$T;uqslysnb zlCFK!2R-*8ll`+7TIc=SL+ zV6XyBeDc8RqZ;(}GI?FYcChy;g6Ny&&{k7S{?qMP{x}Ppo>KNqbp!1;RAFJg8$AAc z75fTl2i-Rn>TiXiduk~5Y>ftm>@*7+c@NH(L__u%V$S|Ef?4UQ(K_=iOQt=IzE2bL zeQAin#c3$BnZq=Pc3{Aab?~^k60?)Tc$y>*+s~~*?OooWeY%#t2%xUM^s(SFdO2)1 zyiEDjVDOzX z^!1$#-JjDriTG%~PYD)35?>_LPBMYI4s?GR&)0sr3R%-`gJ*6xb8#LAmJaK2^5`7w z?_33KJn@M~g890K;}ceQXYjQ*QIF z9^&9{pzjs#1>Lq1)|*Io(ZI`CQuUsX+e7;=?>JD;8-Nogof9C!{DCs5)lm;vuLOR%hc7Q7mI4Qd;d)F~T+FD0bG%^d)8 zmm5rTaxoVUrw*bPW8QPa7dj-D*{xsifXkNsU~2vYYDSHgh`(Qpia&nkGPg8U(t~lt z2{=RjfmL)D*$2^kZ?hKdTj*l-9egXLtc_Nxs{QvJC~JA83R>#`9p{LvNZuZOhdX%v z*+rBmC-MH-!$GDfR$3cMSnn@)!OS@jKKz=40Rv;vZueK}R6T=lwdbPYg%XJ0brp2_ zqcFB_DY!Suu=l75<(}0b%NKL4w~mt`gbM&y@G?B`SIjE>Gb zf%{G>q2yW|(|nIi_S0?h_4kU6C#QhdB!6`C4QIWJCqtmlJsOOAUaP9uH?ovHbhyOSld`|sqmU)I6OK=N-d>t%wSCX!0eMRY$pAras} zmXx{}-EU|^cUn42D?S0n^!dng&MZ!()ZsMb<6STT>f%5O60n1e?3 zO)wP-q2KKjU$!fq?#DMJvNN^HuQz9buz~snrkC+9+f+_Ue;QmN$^csmb9&yi)k z&E_<-^qB;5Cgch^?F=$?RbO^RV|iN<$Ucgop}i1=TNG?(x*T4RUi-|6B7=Xd05?%H z)4H4hbQ8iP8*gyi{v9`SZsC3J#^aN{l%rhsCpX(DhQ7ga6hHnE9BmY^>_0hbEaymq zGgT~PzYyJev(ayR5N^zl!CHO>Tg+#J-_Sx9{O?HISX+axeYaum;TqKJFjE@HkKtbr zFM!5RE)m4$!(81w=*w9Ore$YwZU!;6BE3L#X0|HCyBIa@6IG&_o4F|QEbF<`3`769 z4T`VtdA#Rz7QSi@G@dWT{(udXBcj>onl~3**sQ8t8Uc-dP0;kl8jU|WbM^34ZstTi z=M`7MCXjNY|2^WdwiT$|Tfv;Kl%wNM)exXE77x??DdI?)p8 z31E|P8GXEWC746#O)nn&2R(m4%ygZVpzc0^##+(P z|5k#o<)qoSd{nuOU&sUXu7YD;4mX-}3WMg7_vyHl#b2adpV@m!xcL&Wo7spPjg!#z zNBSNWsqp-7d0@F`1Rmy9@NL*_I9ij44Y}8tI_55@k67}q$P#9}?I`p8XFg@VGhkmv z4w{}ihsJ+Q<~@5SgQrk#J00S zqe;5dPrC{n#yg_A!HwHiQ@*JB2K4>314@?1GWW(Pi2kLF^b>n#+IoJ6o= z6}C?{LN|8{=-*UDJixoqUvrZ=3?lzWU>&-x31@2J$;q!<^0ZJrXgGF(^*rB)M!Rl+ z@sxSY&aoPnZLC1?PoqIgS_$rl$7BB9c(3O1}HLL3^F?Stmf64jddw(++1&2ZMloRN?(E|e9?sJ(U50l5`qW{gKX!+w(oNG((gY{?F zvaAfWKCEWWf22cIJjcGKxzy)(8;dMd*mnLH50yJ&nWqm9-jYjPv}k61emWNg{UWj4 zKa+A4$R~Iai}PEM_|baO+G|3<_-G<`^_`Ehrc!olW)7MyUIbnnt57VwiVbhOn1$(G z6kV)TximC0<6;{gY}dpzwjsPB-w)l6>}1wvUR>XyhimO#j2}kkqw$JnFn_)hbOvez zRMn#c`KYATk0kvYW?=Ag4sJ0SJld=p$CMJUG^Bz@s}s?>VGcKUz5^ecqG7I}2?dEg zDru&d%6#S|Ow1#{#Ox3J#be=(U{Bzdrao^A3z z8%>p=^FQYxacTohw~}EWqpai2?JWEcBanXjBq=nwjn?HKxKYwd$aZdKj`xdI_SALK z(Ou8<^@d_lP6_mGa^!|<-*fBBOPE{rX6SD_3i?ajAe?sgUF5&Z`g{o;&y}cN49f&V z3-W^2=n=z3QKkPp4uY+sFd%pe=#^Wc#e_6;>K+E7r7I-KX?yVcPiLVdXFa_Ay9wfb z_VO`%a!{yKsM6^lLNn)0Nqey~xNM#de#6G#)ITp_cYZ1?(5eUb=3F%0G!fVu}JN%3xj^h1!Jv3bX^&Y&t7p*>Jx7%))GtSMSG6L4&VB zn|cj@V4e=yE?dEdX7qxL3bcFI%-z1*4T3o_V%M@6zq49Z^Je#r(1!Gb4gml&iQ^6~BGI~EK#*{G?s6Mor zl_gez)Hs6r4EAB$;f*LF-d@`+V%FxLlgPx!m`=$}5M4gnM&~T zF~-7ecBuTIfR4mFtZIh>h0lFJwxW~Ob@*ZL;ST<)E*)PliXpGtRkU-M5250%d|Y`2 zv3Jg3_V?>CQ#1{jo35#Rf7GW=M(PtOsRWaiS5f#g>0OUPQ90l)mi^)iegE7->oxOv+r_o0`EQ9N zIbO!qmcdNj@SZm=uciCb4wczFS1?Mq$AUXeXkFRNqeu5J{n$*d-B^sewPwusv>RAw zHDTEFQpnd11;w#!t{=4l`iize%l=cS8$OV~>;M1zzMe{RwMix3e4oYTpT)de=TQ9w zdDHq}oV+msyJjurt<}cV_m&5CdKa1H98c2VZL#57Dq7nf0G%&MXmj!+1dmvN%E>1& zw7H3THv~L=F6}Q5%m%etBMbj^DY~pCe}v;#)wpnN457?fNNXH)Y*X^Mh!pJl?>zN_ zY~k9rsUXe24)N=(_~0utj2%^s>hgUUpu3H!50VaAP$uq}a}14iX#P&s2DdTgsD3q) z``QCozrVr)L(;G$>I%0`p3FQBDhn9 z{R6R6P4`3hFG{rB*1K~)Wo_^3`4UFAsWpcjt=}Hxc#JINiD9JSMvk-&a4NQp_|aa0kPe!jQW8` za?OW5lCJAv`1&5@1xDMEuKzvStcXHU&MirF_cdtfZYG|(2r7xOB`u~7w5nfa% z&MbqJsl+56bpql>oI(H5x)AXDF4T0kke9fS>uxE5Tf%GbI`AB52Yg^%=LYcn!V73L z#R4E0OT zK|tkd^t_Y8)cYa++;R+V^^agCcL!EwfuS%5PBVK_8e=u$~7M(r`t%G$?8SYKm!W&7)2ITUrZQOz0 z>0M)J&yh0#8;l@OZOU1+*(wM9eT<;FE&+^h$D;V9ABeVVs{%UXx!p1~ z_RKVbCCwKhEb9_}%gz8n{~kU*IEQwVMyz2U?HJG>M*Z(528G>%Ch{eF?xfkC^6!O) z3fhC~R+%T9vr$0X>-Eq8+$uNHtDBdIyY-)FbW~24YM4y9$&Ui9U>2L!5%8 z$t>W*Anq6Rns+=(0!5KE>OUdBYFq`&D!hW0^$8HXO^X=R#mxI)74c>M-@8oyuzjis+}n)Y>#BMZ}af8dn~rDtHmX0*HL}iowXRrxM12FrYLfTfcqEGY5Z77K7WZR z&IAy{AO&QoGV`T!~*PXBl8ixsU2h-eTd4x*a>g(I8s2YL^PXxz>Wowk+~-x^Q39 z0vsRI1nyS*(30+IB3+HRY=t)1^~Qi?S}Y`qX^(fYkjWdTf_h66CVkwA^5HE!#NvC> zuGdk%QOdlF6F^#+hUa6?f?2G>6==kae?ut7gFZ_vnid(oW@U}P;XJ9?$#%(NOQFQDampabH zM&fm7)P78(j8NI#d&3Pv>F#9`iD?HFC>nB36%bIvti88k+?z5KkUkQB)s~rMr1IdQ z+Nk(FiM`E@!)_sUH{2ukTY3}oGQSCO_r3VFW&s+|-qcXe`OAU`kgk|k?HD>|r&kQap0$s|2O)yeWkMU%t_=$4!`_5zgumsSjXIp8N%3Xh;t~2pE zymg_Rx&WfksZSdm-5;o8A81k6eK90GRHK6CVqtGFclJfN)L(4t~%?Kd+3B5uSo2nZ%dKXjMweXzri! ziAhc8!m6jl+`BdbU+dH77qJ}7y~h(@d6iPX-k$Vy4=@@_zMCy_E{)4jIV^3!(82ah z8WmpM9%l^7+9{Ad;36;V-498Tv1oHG39ig0ZNe&Dg ze+8D!Cv8F^$GXIoApWfuT^OFc^G0in8HMuzkCc;BjIgfHnE+(wDAPN#+#-c;Ua4_uSOf+se z>sTnn=&%3dr%ok6WlA*42=XrK94{6Ph!U%tg%ET|fOV@TW8VWE41H<{7Uydr=sQ1X zNDqK^;(i<5FM#NNUvN{pu)M^Bp!wy!WE^Epr-s}H>+6$Q_l5s4Jr@_s(~U$s(;{Z^ zN)EC!3(>Sg2VLTgA#n!-$MnB`(UU#{7c@xe`t0qod5@ZS-pf}!+xB1yZ+ly?jUFZaL zWnSR^!W8os4nkpr8GG45XGl*qq)m>72S#R~xmw3W$%$2>bwVz?F<)XgSRcD)FT-z3 zYhlUQ7)7jLQPCMT_`wPj*8?jSFTup2sJSYV7_vj#wd4*#2EU7>nqB@3ItQDbwEh zauU9Kr$Sxg96VVVkNRIoll$L(_Bgei?(X{~9l~B-^r{qtLrJr~c99uTw#v;RmU3X* zK38# z8ha8w54l6bm^3DxykGJyy`0`zH&N&2Vt_HnX!71a&inHlKyUt9T(&VEJ1Q)M~Th_$Znp1?F**C0-JnPPWa5)cHZHGPsXGDNb<-U>k^Nh5l_tl+9q^x&7Q-H zLgTium&CVr=kXZkQw8qRLqW4XmYMe_fpuaU!pC!Hy@k3EO#~QE`byW(VXP~p6#5f? zV=}dyM5ah!0dCHqQ2R17|L3f$#hUl*zKv}yIw;K@#5^VT5GtFEf|r@lnnj$5cbm}q zxsa*LKC+TQ#I(LH22ITdN&X!2Wd0vV=N}hy`n~^INr_g3h={bKh#2`Xb00;BGD;!F zMheqLltDxpr6STV#E?>IC=p4SxsQISp|q^lI~%Qt&1Rz&B3j?``Tp(km`Cb0_v_r( zxvu9`yd5iZ={y>w;4MKRxZ~@7Y>(f8X}f2mU{imIkxGFsrrTkd6P*P|NH<+MS39BM zHYk-H+=%jonpgj_V6%AYM2?o&o4J9-3q8=?y@;aS3TAK%S=fqy`RbX34I6w`Z2Vg( zdvYudyL%UVkH4-=h3>dSL5r?(B7M%K#zF1?AYU+baB`?XIRZ--dGR3erXIagfdAK8& zC?Phrv=iwA6KEC|S#FS&z0!kClaets<|2B#u7R$Q0P^T1V|>;>Jih+|h`%-qzh5Ep z$Lk-sNnIc|_BQ76--20wq&vWDy0`D#2a_Ki0CUlCZq(la@|PXJo~r>E>tY7-`RAd| zEsnKJSPVilC9{axf#$|jnCXq5;Lb66-#@zy9rdK4#Ct0`4?TjHqv3}BB zkcD5xE7FS~{{BDKy0lSS_rox)07cO7b{c8?){wd)A9CNV$NIA&XmVpbj9+#ROpipf z{D=wU_wb{P59KtEoj}EZ8s>Fv8>Vz#=d#iMcbw(}VKKI{;fnGhdBL>#l{ zn^9;o0F)lR(09Rni0yrVn`RO#ZvALfz3Sj*jpT>jgxGJ&QAi`-RH4gE)nB&Y&&@#v&6$8H(3F;)}zpKL>f;0?F=Zko`A!Y=_q)p z52_U#B>rOpQGh$x>nSxDd-4uEoOT6TN4??+B?-{ONiTCA#S)WAADVrdIX7K__vxCf`eT9l0U?I}B1VvdgoUPqBS zO;Y&lZ`z)D#Po6cnQMg^cx}>kXf{2C73=mxTKjUenz|Z|WaZ$0-vnIxQfEXB5|2Fv zvx>9O{2=iq=HJs!{ZtC_r$yLvV*#e@T!}8VA{2D!Gu6$ynaxi=^Oir3K+vEYTyB1t zS?yaydz&I`9OZ<{ib9F5&w2<_skm2O8aliyCYF~1J(6_Wuybq*-pW5g>L z2f(mjwV<57k}`7FP&arKcIq|s}6#B{6UHLh-J`n#REY$A1!B7Z(7!6 z>OcO(0tBb9WPdi)y`8Cj|DAew)k|3Hx^)B#6vp1vP{;h0W9)UwQEU%h2Of(*?&uq0desu1A8HEkxpU(Z^Hsa%H z=z3jCd$nSgW~f9%8OOj^Yj9IZ1}2u09&z;&6QrGHjmGBKZPCFj&uaOLo3W_YE5_vU z#ne}sC-L>PL+n}tCj0Jz@i_8G-tG-ouAPGTwUb#!9X(UUv0PR4w^p(46O(;C#Je^0 zI~bG2mEq5|7B)vfaxM#-f=QFVkO4Cy=D;0KC8}ySqEe9~Q8&dvN-tkj{A$j1yYGRl z@f!=eAB^%1-}xph>b;z*!qgXipxJ>wW1bPA7_0MTT{pD3u{Oha{#j+QZaeR9emYFozDU?nt-&Bl!By>P-NI>V>07Aq&&L#-?iUyRSh z_}A84M_C277|mf`&9Qz)u*_3)0pk-9O~yN2gSlm zT(T?+LiHmah&TntHGaI)ZV&_&9HLn|M;rK84K&Rp9sAxAboR@JGNuKiK82XS zu$z^*P~V~6OxmA);jNLY_=}EHXr4rVb9?GadRrt3wVxV{_h`-kEl%Kx^;>v5IACyg!TX=H<^(fN8@EONdI7UX5{ zyjeiJzd7{opU&zh4@Tu&S1io^O)Ko6`_z>JuA8QW){@W6;OkLPHy+|~sS}|gwgfVk zk}tNxK&H1!uJcD{7(CG(#KON(n`%eB;WK4u zHs~}=5ar{?mNa-0PI`m;P`)QV8iJP0Lv^Ajcx>E7Oqc=WZ5oa#e$SbF;5BVOlPmbx zfTK^35ts@ET z(UO>HJ#tX?eI|*O`C*{TWH4t-xw3_3|A;Nv+VxH=tSsYp!}dV)4~Ie3(xEZ!KFX~o zo+nMrRx^LfG1Sz0!;^$_2v3Ml<&q78U+zi#%j8hzX~YY&;&A1K0`U6uKPFljqs=;> zk7`Ej& zAij8*f-RJpZQi{Soo0F9XxC%Vs!8V-Kgh5|M{`Txc5T#dE8?g+Ql9yeMCmvN0hd8@ zz(ro!qQy#;74^Zcr8@-jy3!?*&H*`KWURx-=Z>Rn+gLDmPKLw+^7=H`W9+8U5S4Nc zH(BRls`(P=${K^J|LK!9w*!?I#H{eHJL@=h8@%Q}<4)~!dA>^z_c`l?&9>i}c-uU5 zx-@`znRXbv>kx|MBelaqb1-h+66koaAHwfRvDxbvEE-JjwqJ^|bHoKM7JXz!v5pwF zDu!)K&qA#Wv9_JcpwlIbIYrrUk5h+0Is70~KI!1f^9Ttij-$b!g;00RlXYDP zQwgu5FM{2C>YpObMYHK9x-2-!1b;ozK1;p|Jq8viru<0NkxOWDbp(iP3?&weL%{p> zbPyiOgM{VDG%w6W)7?`+T{Rh7r&xpe+!Sr&o&c_zF_M?=p`4;-14LfE3K`yB_@X`q z8x_B^!nX$`s##mv>-uxJdee0r@-PotKNV?Z@s8Mxq*s3%iLNzg(KynHw^<~ipk8{~q{S57 zB2f40%dHj-0kecW2z%cP6|;v^{-hV{tog=^yZj(@KopjF8M2-&v`Z}it}W>%{h{>; z#PaLRW!`D@eU-}-GtyD<_8>mEbCcfFw={~ElNo#tqz+x;ZhRncW=$KHIa;E0;3)Qe zay}eiUjbg}JHRq267tWsaFeg(EuJC+kI>B+ysQ*!Uhjg`%iBngo59{4CDx143oba+ zhdcSGx#dzV_t^V0Tp6OnT=GD4Hvi6A^3x&xUI~iw!+1;K4$yll!npJs*h*aSx;^J5 zPKNo+^p98U!IHj|Mca+m0nuo6suc7l9|g}HWzhU=E)*_0CNa#u2vMKx(d!=z%<}Pq zR_7ZM;RzdVv~VBTZ|?=ZZEAMBLy`b(Y!|>X87@*vbX3s~$Aksq~jI07>eh3D%m*du_ z*D$V4AMDo(={xETg=rgjU&a8e9iLQl>cBlN~jV)RyXM5IT zWdH5xwONiu!TUJY z_%r~+Lj>smdoFla9U^Y$F;w5BbLHuJ7Waz=gc~#1jA3US>JDyY%0b5OJcX2xcYuu+a7U7jc6}|-*es0i`+gT%y<*WQb2Ai38MtpGA5Py0Xjo$p zdO@^D2$+pc{lwrhD-ev|EyT3{W)a_Z3IDn)2W4z3!}t{#lrjtom(OGAy&}PK(hRKo zeujniT8>`p3?TmFXWsP~krK%?Z;XP*^SL}jyctz_iJ0L}KkFSOn5-WUvMsb*KJ&9C zUp=%Bbu6RxqR3D5S)Z|Mj{tF@f5- z>B>LZ{rv?nLw_e~+D+l};uIV*Dh7tltAIxFdRAI?4BkCY$JCd-z)RM~QmRjJk0=vd z`y>(O51ls%fx zm48lUqPT7N-R}ej&RLAzruTTy?`P07cq5t(jz_PO74W#I0+er+AP@P%4FZ;RP(_c#?BZDyhInZKFEly#sXZKiNh z5bHTR6zpuvm?_U(?H> z>5>bKzofyoo;wJnfq4BiAH&6FU>sZmg_-_LSmF)2m)yXN-fMDKB^S)I(x&u|LBn|B z+j;(`bt!$oJT^=MRfrCHs!zhTVdUj(iGip}+Sl~2=7J@|Kql_b702JPvb7r8<)zN* zy1W-#^{-*~ps(!Jv}jPSDwAxoqK=?rbv*0LJv5KG4L!C$V)NVgye!S1?!#8_=!Y8I z8cJCT=`3(dynr1Zr%-GBb;H2_%MolAG>B zF5W{7|M%`tUzx>fUP@@Dx(9X{$06f9b*>~8qvF|UOmXts1%!6GY(y0jb~?c)%YyAq~Ka>4z-TVT1Xh!MJ_Ou2iK5vP z*@(>vpji2s4N6MHS8uPA#(Wm#t*xxhrkXOgqZxFZL!t3P=Fwva%Box1ZmBiCt|q_V z_I=R4k{D6fm!U!R2nhQ8j!A#b)FzyxtWd*u)^0=o(JNt4*6fqcL* zt*b>jwvOD1*Y;A)ipd0)dTSYooQ87m{f^j~JA+q_901{c=?>v`3LI`y?~VHmKICQ` z_+}hpxliTT;41|AzE*8v-yUseLO%0N?qp&I>Ur;TkqbR{VE8^m2%?OFgmNiWw{D~F z>^m5gJr(S~>rgg~W@YInG++IlRZ8f5+GBtMp;Rkt*RTdN>c(z(#==**qgAqsJiEDk zgl8Uf`j+v=&M5Am7lLKyiR+Pi6cWOY!F+2KTri^fD?*N~r6H{S(P31D#Yq}#7csF@ z26cC&V$ZM?$UW*wOz}UsZP_6Zd;HB|z-SaCXGlb?L;2VHx6yh{30BsTZ)2kW&5Umq ze1=UQ%r(A+>VM~O8QniMR-3W3Gy}Y@@5XlPGbq-~MZwC^Onjh_D~MI3+HG+&D90TP z491Zk<+@lU5HY=o(-5|NBt})w!}io{CfYA%fsJ-(eV6tDRTok2v6Kl0@8N6LAA?}W z0U%2YW6r&4!wDT<(J)inJ0mH3ib$*8OTo5wn3GVOC6C=4UG z$&hIf)j&GMo(RmixD$Ln&>Z^bU@$oLHWCTfTlJL7Fg>HnQ~o*l{K1J>ZzqIeAZ zAsdu)U6_fy7iHrpd*8l+3%_k=?LNIBv->Kl3XW^_e20Q8#FN)qo`w_%#zZ$?tUJF+ zTX#VqIcOXUfrCy`55{S}OIS=h{S(;w#11+(hM{R|9c#Ssna2&6pyQ6K=#YLH7k2dzy#TA#`qXfzY?{H_XCxb`;t{+AZ&zjty2n=EE!Or2TEC2085F(`H$i^k8k zW8Jt5+$Ht`I$eIube9aNw^V|P^>xgATdr39(?(SM(T~3fr~oUAMIhZ>D`^+60Qo2C z130n?1`IF2_+@$MG}eJPn~jE=9P&56QL!uJGqH%Y0WZq;zd5Cb%2y}wiMkw%?L0xU zHWH}c@p<@1J2X`GaVtx@WD`jv`HL;SZ4gTR!TW9EL*cdr)`W zP$E_PgZ!`E?EZ@bXc=CNu@|d(<+fXBvSvBDeAmZ(zk8U`c^5zXmr$SWMEJP)6n3xe z2hHQhqhiYea5`?o1r^TP=AS>Zz(%yVREPM1M=&6(Awk3rwB2QhxADVG>^;#F2a}Cj;W-2^zwSY~9#0V&|B%iy6HC5k2m0r0-)_*!Nv-P2Q z(~smeD5pCtF)u$q<|aERJFqSqJ40SE(T;0O{qQprY;MuWTW5hlJ(TtA`VpcQ6`|fc zXB3=&DwYQYN$Rt5S^RJ7nQ*!htGo4wR&lM23Ga9CXX}qc=cjs}|I;E+)cSLo>rrm> z^+!;LKISd~Y3OcAyZu6{WqL9kx;X8$O7}9Qd#nVlgV1M>2JC8LFupa6#cQ9l&OfWM zuI~qKoZ()^ zhM>*Ge8lau;FaTywgV!;;6Myyl6PFWy@hE%$76z`9Q}4HQMT?F%ihlEdp3$@6-(~A zqZaFOo@-eQ<>pVqBaVG+dOytK|n#wrdXt?jB6p!Y7hJi>sh@2J+<5 z(P+@R7d#TCLRr@`ZeUQxg&jwDVUZ{6(h;9Eq8yC3n=@t8UC7^*&jqpTx!`rFIN%y( z-?Mf@e9>o?;xQ0S+BuY%(%y<#%MjliTVv8CPIi&#Ixhfaz0)ynvLyumLRskrcNxrB z4@M1Fpvk@nD~~Tjrv*!}?ryL|IpLi|AtL=CFBVH?T*Ym(PC=OXfBf<9wNPk2fT;x% z==9vjR3>w^jW33R)Tx&Crz-97^GE5qaD&sm?xE;{2iE*K4eC-I+3}l7>^CtVIy@JF z=zoq9v1vNfCSAbg<0H{-S0Wc!k79HGzKXHE98o9wkM02R+I*Xk2>cH`oBS3kHC0Z9KN-|HdrnJkz^9AMB1#heCWW5xi&IF7P>PRRmzi?g^m!b-q?s zJe;ZioCRHPSAcTHk61U#lzSTlLzay*3~D-yCYSnxaIq~UtR=qsp;#7ba)!<}a~3cq z2jWM%W4AhuHAeP#jGU3s;FJMM>+{%_H=6Q)|7g?ZMuT)m6AKI-3m%kp z7W{S=-mFQ&;QLMaC|=H+%E} zV@EsGO!NZTfr(7_{UKMS`blJyrI4=;0W(1!zUGOLvY+^%eqj)9YJfpoj&YZiCFmAN zjK@cNwStVLs0#UkD^^f{Rdo`ETm6DE;!kG>7J(=2M#~JvIDc6oy0!$N*?J?;ce{ae z`(8n7Q#Bg?Z~)zDCeLU;4~GM9f~F79{wf61zZ^u%)$5>fU~l(|09gRL0YN^&SZIqqz5`9Ll+ufGm0<6ID53_v|FD zbi2Vs{=_cox1M>s9mKd1gmv`J?V0@`z4DuS-Li(y8q4Jtz(vASVcow~@B_m!e0n$x>z4uY_p>w^JrUqkXvWJL;?aL#EGQ=1f!N3!uWY9*LCjL{ z*(3th<3K(m>>m1mIfi+C;)(GyiFK7Pg3t4!!Q(bDSDu+dd$tCB)789i-VNelDDg!E z?Z}+3vZ&26sL3YA;kw!I?BxM$IOhj1GRq+Axhcq(5KHNOKiuY$OxdXUTs>C^h2L8w zQdK8YH7X%bOglx5E7fzhYMr)(uzNcLPZ^1#oFEWS-3!5UMuJ?CtCcSoYwLEKpu#7E2?Tk?@x-c7{&W=P7uQgK&R?2` zi_U`cmU&Q@X$`W|GBnz738h2qKt1;Zw{#eW-S3BDO`I!=#y!@CCC^1+!(=r0vI`<5 z@tA*U2L!nu;>tHiwW1*tw7QqA%zTFowHtGA@~jFxF3LgsYaFw@GSK+`A(%j(FR$VA z;X>X?^xj2$0r^0teE*PJm+l8))O6lNnLN`^l$-D!kHNC(D7yKKc6s9{3ADRh3c>@ASlE^%w$O)m=rg6f_043kFp5U&Un=8LUXZfs6wCFd8rZ#*m%MAuogR8{V}oVPg0eoz2aAZU*bC)*Y?)VrKSsGn z(mb*kdIF|F{pAx7cjYQHhfx-Pa=WH83_y8i5AR70N8^!e*>}p5IrZ1Fmc3at7bI~n zWhCN(sZekHnwuOPhW9T~Pjc@{OtHJk66MF?^ad4WqDs&y{sn(`_&lmrBhb1a1&wri zn7c3pWV`d3{MvPmbh-@sC0_&e_;YNm&n1v=r|j7fjrQS@7?2MOBQCNxmpa#J{nnBe zNqm3@MbD{1d$Dss+`#!dZ2t5fZcIE*Q43 z3{w1Uu}+{THeWuDscVdQTrTw)o*auCDiC}$mq8ag8ooxvLi~SyKyQx?L_egwoTXYK zg?&)=Ul|Cdc8kpdsEcgzFSOIWp;e~Uv)H*~(DVm6)_o8{{Mh|apB}}`?SqK%xg0bp z&e$QYqRh!L>^Qj;3vnQ(d{;yJ{mV=__zH1J&hnmJ9P6zbxJe{^AInSN*{y7h4^V(p zr2`90`9JPrE}yHSt_4rZSfw>cd?!3&t>No2f03Hy_Mxt4g&H(B%Fx754K5SPz$u!v zL0K^XM4-Iwf8v^Tr1vhF$U6s|;RUJ{nDSgf{}*%q*z7XMB*S^Z`zXvxqqE^_0c0o- zvaZUz#F_X{?EWAPDkHR*$!}t&&wi*=t>^PkXFyB2Jv``j4eJxy*nr$TG=shvbYeAF zu6x9@ekz14FhuWFKcUlshs0z!4enKi*nFgbIf?0W&t`(UV>0$+rogrK8?gFzBBa)Z z(wF0r8NCJfYyA;ga$6x~G!A0qpC0<*#U^-+Fq><0h zYZuKBF@KbNeR>Luh9^MKix9~AdV~A`2SB`61R{~&4Bt5muqRL-yYvdNtDgnbbp8zT z2}xX5b%q(ZC4k_PomR8|I}6Wop!u;9n|daJ*R5k1rlqdjd(K+OI*Mhq7wRdWhxYXO z!7;s|E_?vE9G`%0EC%9#w_}c*Pr!_qn_xqO8kGS*p3TTZv%qM)mfubirYg2;+5PUKprI-KICbpl1ppY?O@l=fY z8{TmF>_ACZTrjp-=AnF1CYPSbVg@H-*Z}JzsEHu0RYqsrK@}*<7hsUp46v9!3|!tH zWr^{&nE#p>d3g*|mA&9i;#E98F@b!_<9XZT8|WPGg~s27SfsiF#tCAsd^V1FBrh88VmJ4h0;LEFP*mLDaG@k)R^Xa$$B2xOc}sg$n}~-0D{0;Ils64r34)Z}lJ?`rc?WsIycW@2M3IBSLsuYvsEV2Fr(AUD93FKe z0@WUz6&xjh$(PaSJunhvJF0olg3+iD(X)HRm&;dAMdkkCOz%`5c+pvc*1b!?QYORV z2|uIxr}x}+!#HdjG7CK_CW83bS$5wh3q`B0qip9BR`zKv&(lxFvSqWebH^f{yUYhn z-FK45!kbUX(?E(*E>{n>q5kM#;)EB8Gf=dC1U?9|pO!M}enA)6(s(nTf&{9So zLwX7??PGW7^L2RoFh6hIjsMfudr*>OXXKW5;uRV>X|0$U+|01#QU7_&)P8hb2 zc2GYoV}*a+)OOyMLvB$qD4kERZ8mB6Fov?IzmqOGKNp0{o48X|HFy4$4cf+RZ0`|a zMtN_%FftcVQG|l8w^(Z^gM+EHw42Sql>aS4yA$Mn9G;5r6Y1RiV+3=uzXTnBr-0_- zJgllt#f)E5SaZ@1E{=G~#l?N8cY8D@`q@L9IE!`zqj8wq2^0+M#l$|uS@q0?Jq|aZ z$BK65nqOJ$`6>85M-Ae`iRd{d2}HgB)#`hk#`wd;7F3pl#Ni})>N2>1csW984pWwk zF>#+YN|#JvBVM0_E0s|gaQGIue68oglLbuubp&^}p`PeT`5;<6L2^1i2?lH?rgU@$ z7ADhOz9ADjo|4WXyoiM}&+~@TIp8ZAiOQ$hT6@F6s8Xz8QMZSqyn7&TZZp6E?~HzwV3oXd@?Bv}#DK$SB>GUH=DUN~8ZMtLUaGO&Y-(obo9 z>of7i(^AOa=?$I#$Bywn3a!6Q>3xwrsR-jBid4L4X`TRD7HkSF_oGS%q0rj#_h)7DJsbNwggpPX{_g{E$;f2 z7y!h@^VxD3z2**u*0U$Aa zjUk3de_)D7i?Hd|UCbZwf*A_(K=6+OW5s`PVRtbfpj4yr$!)yT8~N6ITChB11s02P zsNdHC4YwS{l((MbT{I`7$}*@JuYuOR(UP%mh=HLTjxIOu^E&fRiRxRnwqIHS*vCyl z<($ntw>laNbbT>=M-n`K7(?v909Lx1a!@x%qpw*4R zl=o*k}@g1MbE7i@OGw&7Wz%hy5xWlWXJ zCvs_bvE=c2R4&`y=L-cl-@nbd|whr zE-)MoUiyQ__Jt^QBhRNfWi2ee^VqCLrb=4`@rGp>R5ue;c7TpHhf%h%l$DtbhIr*( z7Ax5fu_LLs>{S3;*p`8HUllm_*Fx%|Fegt|vc#xr3n&VuAPpIXE3ayy^_PG6!X=5= zui^%AZTGVI!3FrhGzZFjHlv`yQ>B;4YfC zJaBa`3XVRIn15P|&C~o*@NOsbS|Ww}qC5;*_=;T_dj#6$9lX$ov?4bZ7W7{a4u4i) z$Cy4CxMLzT-dc~!;%{2h1;`Q_%dlc~CWTo<1=eomLld#cLNj!&h=)=os$&n>Xp3Dva;Ah~nR0F!|C5 zR!6^ox#C|g9k>WaSf@dT=_(9uUjyMgccQs+E_R=CLd)tA_$K@Urk(PKgAvixIlmX1 zwvPh6Z>H3<{*i@BE@R!V2YavO8_C`F z$qa*fClN0(3Cq04vC!?l7&yuTlQ&+*^vYalOP&JT!U`Y-4`ckV`?(;`1C$Pl~O)G~;y8B$SO~vAMbT$vY$3#8G-0;U+5O=&kxZGQXg*5NCdRIf? zxngi%bpyn;-*~FKAF*VgXe`t9=)8BI>GBWtjg1`5)KhGr*o8PRcSE&hscU(L$4=_? zjgQRyN7+YHK*zMFO*MAf4=~IHblLyf|c{4Pv+=a$g1zdH6_zO$?F*VK? z>!%5@Yt~Q<|KkF9o%)9Zo}(Th;DrGiaLUu5^}?yL+z$r)jir5znXo=F3>tdoiYb^F{w@F3@>Q2u1_EK{cgQ zvuE)ItpD8->uZE7RgP>Dt#6HeUhKeQB{S_3)?_5-adii_4NpuSf*W6_bk6x!8+Mkkmr6Dta zAqS5ou^1M;j(XiyOxdyiYd?M(&YW}toj>GY_%UA)FS^9TR!xW3f6|U(xj72w zsp0;V9PE5&4UIK{OjT7RF_|0#O5tPb+UUn>9;~Nx?6bCg{C6HS@Mmm1yn#N~MG{vv z9OK8+{rBgIl0yCeNivp4VamBv-10d2&1Zb)iY=jwqa#1^tO;ED*b*&wEJESB zzUV|}hL2NUVlcJwlpoLW_63Q&CU7%A56%2V5ujaD3I0C~z>3jo(66t-(gW?FraAJ{V`{Z$sM+8?fkNA%+QS zxQqYWWtxkm1;pNn&nS)Z}JYH752iis<3bhfSif`8RY|O`$Ta&Qo zVK@q{@>$oTE$G@j3q?Q8!G-DMz4=Jp!ACrq;VC6FmCgtC3vV>EJ&bmzw}9VC>X{vx z3=e`%gVJv%eD1ypVNbs^58-qWrO23g;~V~_D+TS1dSTt*6HI4KKIZFIAS%D2iJVSZ zoeKrrzf+Emdtz{9G;z!la@mM)Whkxv&IEa5C1sn0sQX6wY4;Q0bw3z1TP!f>&t1dwkC=49Am)p1HH${+alBJV#20UOc}HnT(kRO z=d5pBUcDYV%bqda;5lg0oQd8qhl8qqlh(LrHGA;$C5V5cU@7xggKMV+>FZ}%V6zq) z4=KQ|JP67Xh!a+B0hPoV2wpN4f=Qdy#hwP^8*_<&_C?Y?$`nnro#@{Uz-TKm9D7qY zjo(G+Od$_@&|NI7rA(LG6;L>Rd*!sR)hCHyD6{uleltZ3La0U9I3B> zKb(+>t{zFC60F7x;WRI{&qedy=>TSDklw6l9=3`-uucL0lbf;e+jBl6^fKB-6l0>+ z4K0%*ut}!?$)MvPxcUcQz3(FAjv=jk2Yz!E9!@Eh2lChU)!uT82pYqO9o-~mrQIe z>y5@+Vu^Dz6q`yN@QUR@l!n(rQ}6_Edr*v?V~J&3J%~vimvW1)t7!h_I_T2lKopt| zSGE>HzGFFTy-GTlMA1R8?Z1QIvH1sVzLR2sm2U9dlZN#%9g3jT=?u!cx3Zv}OCeKD zeeB|qK&Bn+atZ^{JnHUUJmjXi5AlK9%b4=5EpN!Tqz>~9ApKm7x=>GybvVRY#)(ny zycA`ZsMBTbMQ!xNqo^jmT zq4lFNYk%v8f=`X&ZHmO@!cA?x?P0^V;<2W4>wZ+c<_jVzZby591-)d`Z;lcDJIT3jZF!!=88Zvexa8u%QgyKNmys5RPGq=g4O;9;Z${1Iiy%EN)5) zq--c>nI*B{y)F{tUCv;hvktuqWyAW-)fQX0 z?WszP9e}9d-8}Ai2*?xXF~K7nN$}dM_#pZ+wzSgDr{6}f%$Ni6?;sh_dJzPxrCd7H z0IIswAl)~RtHWQg#Gv!o`g0)5Z84$_xQ)yJN1@8?ccwvN3MxH`M3_U8NNYYgFpe7}yp)}ufD}{(5S{o6q*gUmb ztwpr{_wWC1-*~aj%sKbDuj~3;LznBYZTTe@&~yVzy<)J_#!+ZHXfc?N7ns&b&s#G( zLSE@$EPZ$b8kP-&*M-EoSl7R#KWR)J4tPK2(slcW}M;JJTcFB{c^O|!AZk@8QX$cN_F zyU-Q8VpDN9rs%tsOEz8*T8)BPRIjaQNc3i}MplAvIC0}sRDx8@(Ni=96wwE`%kVUC zPMga*KB}NM&Lo~$6+;>4CT8__87nI);L-W zJN?*>s%FyD2Y;7q!i-p4stLZm*Bt^n%wg^;X!pIC3(bDiEipJ5blw-ZvSGWtCX>1! zzGdS7_`cJsPN4E(9B7_CV-eno(A;McR_bP8tNc5o{&X&`b7ZZuAIF3+etk_f)v|J9&6hbl9obiq5vH^3>LFt}%0mmQ8yxb=_tRO8?3;I(5a?zm}uq zzXCzjpX(F855iboIr%h8m}YB)?9c z|IF0aW}{~47s1i?6nOoe1?COqq#fL5ou2=X+v|?(o?=GZzHo=) zOf(!E!K-tLd%9;i_dj6_Q;KO%m>emDRaKx}+GI5PyBxhY+tOZZDi@3q)u*RHo9PyG z9!{QvwrM;9iK8WMECeQE+>C1odC`f#X1q!4_pO{C~6Gky^@MI$+DOttj60 znmb+?0yAEgK~Q1@8vmO_p2H{XHO-6;pR%F#>HzL(Y6|uv7lKwX09#b^!1ZA@v%hf# zuE*p-rPCTrmAz!;cj#`-3q|pe{%pc5V&CmQ%LK!5h_dK~tq*p>r`bo*JNg(XCRcF9 z*c{Z99FrBVw!)KP;i&LB2JP|)>TTMKw$)uBXU95JAKSug5-+3r6m^`Ek6U*?jjJLG zKr&o~R%vQ(^evTHJYIlsZ68{7`@vj?UT5q7y8;#wlo2j7;+JhnQ!Usn4>}cyA!iT3 zXaC#SY5H;S{zw^(nO@AEwC|9XZZQ058LGl)rOe)GSUsOa|^-XGb<{d0&E6{pUi; zq}BLp$Zf3IbdUS5$!41R^)e4tEcz14NYnFoxh|zIF)WLD11Hb(X;a>uz7Fq2oP-Sj zF4+9f50=w!2!0^VPqk2BpBwGK*8LVly#I;1fGjZJSsIU9bA+$gUPR|51312%24zAz ztg4R&4;vc{8gvF99-;gGS}<2c8-vw_SX7=WP?Va_S06YA`3G)*XxUk;Ez%SJ zX9h03e}>qhbC~A99wA_?1e(O}Xe%fK4D5lrUNQ1j{^!vvN{tHzc5gl$a{Rt58|JToA8##`BJ9nf_`z*LI)GQSXcD|C*V8o*ncY zdk3tlkD}zkB6vGHnOK)^nB#}7XlE#82bCPfGCQoj7X}qUR$8qvt``(wr8DVYX!)7`o?| zym);Pl+%46rF130!S#R@A~Zj_0DP=$P-oSRHAR2obw~QJhR;Kwtz{zIb~yxFhL6Nz z(|m}NU18F9QkH#*{4oxt(6%TZq%pg>COC{oxJ1IEwyWUko{7;v(GIWeh}qdzjG^HRC^$QjD&cZ8+4ZxQq9Z(i9g zo~L_V1MR^{OxI~M)c-XbeZL(+#i=SLDY?Yka|_V9Qx9l)OpM4rXHlVE#wU!@fi@wZ z8|L~tnY)*>;&J^@cP<%&l46)_z(*!4SO|R|7QznlfwujZ&H{fL4>p5{7gV+zHI~D{ z=fo*=-WbS}o}7ok=t0=_;4!cNcOK>RBGBcpY*3hsdEBO(Je71XO@cqD#zwQUzeYpu zTn!9A9YMPq@*8dhOYO&sVd`r@8Y4Y6DL%{Ui;5K^!nBD7z39pZU>*_M}(p+P0 zd%iQDQwPEF&;gA2-3}r)&P354W99PjWL!Kj2MyeuXE^2%V=4s$j}TL<#T-?`T$v%b zBU(L}j*b?|;3u5~_Rm+NBz-MtC;EdO`GoquCvSAak^-#UnaFPLE5f)Nqp{AcH+NqUj3)j2;_Ipi@Nb<8K}CNu z-7q^QO8S>q3HzZF&0_|sB`@7q2A-jZp#EbV*4+iPT1|h;;+ISpL3+g(%e38ejA3odVGgYys_1a)5o&a-J> zxS#$X%mzb&eLqYIB7S*J5tsHKC8Uh)10gd8VqJI@|EN5JMqYWSNj)lW|I-mQ!~1c= z{0UfhqK)|q6QE*>h*%Zj=y`JC*?ng@#FQW0A{_shN=aF zm~`7<;!I!}$dm`8AYBGat`gV4L2_c#T`0>C{9F1O@hWVN(lF->HO#qaGSsw9!4^XY z5YIS?<<~;6|HcqdCA4z06@Z#CVtL*1tys7HD>E7M3shGoLjA4@;70>#(9r`tF8v$7 zZbwU`4p+eWsRI{HJuYvSo`k3$zkq3o4g)+Rp~9fXs$H{Tz1>ZGXrF=ASFEY*DjA*4 zY|tp^Z{~a?ou`&p@xX~Iz;O5-^Y{`7CW&Pb`1@#-=j%~3BFbYjRxtFZrt4K z97;yU2&(NH*z4mr;e&r9%(K(8aE#r)cpQU|5E$)Z7;~cG$Nv*u#6x0fD5ZmDa5U6<$e{k)POz=L z+|hW=|9?)V^f^r!8@TpY<@)VzWtTfPjq~P)-^)-GI~yO_#h}gMJE*9vksD4q@f|-^ z5EJ1ijx8FrNZx{bB&Dc6qG98XhLRq1l$|_5J`42Y&J&$@V4EAX<&ZvLlEwU|ZAIl= zXa4*NC-x|LJvwj1z~O^Y-BwJU#aVcab`{z|4y^e|C-SpUmZ6t1R$jizzU(*xn!)ih ziD#nVN|41ZkEcRHj4QP5{f$R7`+>DM1yfz>E?>c_=zXf~=&<^DeIDCtlF!7mFS*vt;a=YHeTt^;|e zlUu;U+6mg{cgDJfI?P$E0Jp+*5VZR(dl;09mh-P-)c@wioQ*>D17|ea{wvtLkAaHg zm2mUbHT?2NI93yL#=Y|vC~!QB?*C(NJ@i1Izh|K9w{7s^Vg?SS3{6XAJhamc{iTJ@ z=8HFY?`RE%eC|rj`el&QJqjhn_{cN4!jm>r$NlI~=6q;6)D0=+R+A5+Na(;)ep90Q zP$X+icfmQ8A@E!q3U$`5FzZSe>!oux#Sn9@WAlpmJFj29 z9GbdBVBKd&@OR&gM$HQ_L8v5;^(KS5Rmg|%aqPyX^?M4Z4yI1g93u`b`-EbZ$2Ulfsi|e46yZMULPdzZGj5 zZgZuXjCP@sAlnqiY-LKYkME65OGfeQ=L?|4Z!LHwPi62gvD*%pqGducn*F>4EI-e{ zSog`)RlSuNJs3o}>wLL9uL{jKZNb!k7D9pZDpXll%Y(K%Leq?5t}(eIxSzWW3D+ls z*+tUs{`yZ)xc@0H?#gMW@`7vMbY$Y6ZD8aYx~~F{fzL0cyd`1{m^o0NmH%g+n%>AY zl!eKzJqe=yLDZ3USMHlqjGHHhqWaZ&lrG7Y#}#=(i$@$<&-VrKnhD@@?-+aW;{*hJ z62sER*(eOX1F<`op*Y%&JDct0%bgFS--Jcry)_+b`g~(nJ5TWJJ!zo)d#upl8p-N0 z3VITEDI)7QI&?Y$txk5_$r3R)^dz(o-b&eMgUphCH|8@}VxWF9^<*u;z@A-Ezc>lZ zOYJb&au7(DbGhN$OdHr@+xTFXz)%!s?at-$weGyFMCPBUxwiL5bD)i%EYOi zd5$y#an(w6eg2(Gc9fwfougH|#^Brg`!PHE04h%RWs(Q?d3&ujG`iNq7aeE+Zbxh%{`MXfV z_wf&&@t|I8%QXd^ulbfQ4vv_Zl;793|9;n?l03Dimj4@y;3h5yuf>zlg>)9XYhPGud^a3jSV>$XFV@l?0Tx|@ z(XX%)4~|K~wx~s@`Iuz{uL&_rpCx^Oe<8rOl< z9r9J)sFDZN{Y^aviL9dUN%X$LFy%;h>im;4)0O8z;aw#tiX!pm2AXMB3YZX zj-!6(Ww+$fdsQes`j<>G+zML%-cJ44&fs8m0m`1}(RKPTY%8L-)(9DMEA;@4cBD`$ zghP$V1yJh)9TEhOf4|GA;8F%+dO7a${JJbqp=AEgoX%(XojCFk>* z_&3Tf53&N$@NUf4!XFDsd(C@x3SAT5@v5dMRJ@?vV%Sf(qaYM~!i}MFNggXs<bX z4y69>35~{EiEo&Q2}aw{+U6XX&ly6yk3DGRWrTL#^Wn>~r60YMvwg=I_hb7hFQsxG3g%s1Vv^^RUU@37d?xf~5W+zqu$G zr`@1=?;T9$zSwXZz&VF>f7>4q`)OQ=tkb4!gL6i!vFp+1+z4x2&QiE;c= z>p{4^ggW=mZ-HV-4%Cez?U0xrF8;<4Wpx(nzUk>4An*)v>J8iTx#UtR8;o9SpIm>pB0`_Zi^q=$l^cn>H@j}AOXoV`Jbtg`$bt2Ubgu6h|*RE>mB z$F8FNFh^`Tw+~%vi?DY0PpIG}T%YkLaR&myYvml4(|#CZKXeDte_ptH%t@T^13^>O z2kh6lq1#a(^i~nWzm}L683#}&It25lN5ZP_I&{ALkZGgkY?|9~@CdrXV+%*(iyLY* z4y^#UZwp|dIq4s>SOBD#7<2Qlw4JY=n9$ZhBvX&eTX8I6cXK^v;5A{RW*mB&4wGKSZzv%t%Fv_Ak@FUK`a9uT70mD z_T%~3sw6*SXL=X!31#2@ch3E6MXY8qzA_2{P2GN>^*0;d`ltdvg>&4tP6s>A6@fZ8 z8?8def!h^hNUzX<&A8>D-b(Z0bY3D>#4)kaJsv^`ZKJb0amv{1=$!DLC%hgCohm8I z`!Pdky>ySi^|=UJT04VCQ7)Hl>H$UvIFDLhg13icg2KNCI#2WEhNv3(+K4MykQWDS zt!X?qVGNF=J%?t0o*+s-D3iLz3DRFb@S54ge_s}h0i)ZW+gun-ZL+f5Kc(qUGpEY67w(=I*O&kF`4xB*uAty1f@i}k$^p}wI zxeVqnI)SlIuY&UGCqdd;RU(iV%g~m`gWK1mX0)H+eDeycayG^0ni#fi@l~i=d=chU zo`Hs}I8bC2vx46#|9&b9_YV~?HC4yer^>nPYY@6TiiWCLGL*=^$;%d3a>>d=tZKZ5 z^5anu_au$&YNt6Qzyw`3(K}An3oR#*mh-cg89gT6%dU6a{bMo)%SV$270InNYhmeE z%2w|Rk~w5bYIGrzN-qZc8spad%`)_~V=@^TdpU`Ccxs1u`==au&a?Sd=#d1NNGPhNp1 zAJX4y_8MXfIuie|Mz*Rk3QW>wVV6T$u)gvVDngUwzH8=!;lL%Brl!@HxmjYHcBMuXE zd%--c3|!}D@Nu7M_xc#oXT)<3w-=$^hZr2VB_DQqra?u2PgF`y>eUnHa_QHDl>J=* z2~Ol;{7U@>S7`t0s(_^YIMO$$?{0e)^& z0;-r3+-%e@F#1k3e92H@r7!>_Cge+4Gz^SJ#(=whKTyqC&DENECMtR)bh0i(lgr^~ z7?&h;EWCxEx9&niOpc(q&<(fH+xi``o-7p-{QQElFT<{*`O!L7H)}34I=2Lkm1?Mb zHXT0C9flt9v3yI93($q1$I<_gmSVkzO9l^NQjc=Iw%1Z(Y5B6H8E2tApbyqp&|O;g zj}Tbjm2zz<;3b^rIUjRj)whf2JtH0iUiL$`vAeM)gz_$EgZ`hT*z|fbFLsFr(bKuC zCeIEvjeWUf_Hx{?E&<=!leh6@SJEzzbKP*-sXjZ)GzqQ31MOi&`tlb_CVQMABua%T@gcap_cRp)vjnj$59K(z12nHFFO)zgN%W=j5YA zGmiUE7C>=}STc9MPiVeyi#1&A3i)HRV1MRKJU03U`UoEAkVm?oVFTJs=?#s6C(xi;y#l0N$d?XGt#UkNkMFf>`8qR;htk)_}4tBXtc@j86(_l6HGw5J+1 zL$JwHar?LuRQ}i`w=tW`)V0K22jJ>?(`#ebKITTd4 zzX_@4#cb86Gaw&$8Z<*fP-HP2Ta%76!w<1Mto;BiTtK{N;Jkf_DK^l4ENQqN!r~L) z-u8T4-4YHPK7~T%pBI_t@d(+E`yrtCWfTjvPJ-IH3+Ou02~|)2;L^XNWNtgCqafxd zChkGq3D<~^lOKed(3gT@MlH90KM@QA?g$;Pm!i+T{WN3s$GVk6u`F#dGmPJg(gpUy z^40m!DpaBN^(pQ;BZ+I?k(a}H7FWvl$wap(Gv0Lz44jh;N{8{>Xu|>iKfe96$b5`g zN&RxOZ^7H47oa&c8m-n%2j9hI*lCmx+Vru4OYKppN%3P%r|xq9N9kxl84uW-%VqNe z!QhexBA?YV<;1*6rT^w&z)&|P?Y&d(Rcp)|pN+!0=~?6}vY;M?W|nd}8?Ei)frvop zwr~YX&n}l6=7(@eXGi9CraR`XYh^~(dr|4{0#do3U?|@wf3%spb*%G1cZG7u{lD@M zo8hSLMDvNqQ0$U-1=Y7^akpnP!7_6IesC{FFY7ZrKnARA<$LCHi8`T6GUc&`NG@z+Plyj^|1pX3M=iW@OgD7R zyafYQhhWCdNKERQg*EbXOmpvnKBQa$@e6K4)S%nY^L#Gm?Og`T(lSZ2{g!mc z3i96!1ZhSm8Qyk9&EsUb>wrBN(0YOLbPKTZXd!=loMVMpg4(RE;AcJuwHwBw(Z+Ku zU>?ovzbCN4I}YLP&!@rL*a|niF8T6DKfL7Lp z8Oyldqv)>S|c%nS#|T2SQThA+QTwkDg~bf&akgTr}$qw>@zY zQY3d^i+@LWogW9Wt5d->_9K^{PsX?UapT=c6dm8uh=N1Dm#k zY+yL$2|W+*WbE_keh*9;*iK1nWzM zloPxRCoQ7T=+75CPAqWA&YQe!^E0NZKFPHUsblwpKh|8y0oV0Ci3ys|AG9372h%Cr zhQZwGzpJb)Fb<>+kA>D{H+k^*PEe;_h%@e&qjYe&KE5T9X06323YsW4s&GKd&EyOE zd8-g83B;;7=BPVPy+Vnk=l*`5xBj*tLT+3~ziYGL=Gud(`y)#D;$Qf`&To{N?7;Te zv8XwET`(LDX3DOI(4F4KGW8S)^gf0&o}D2c!%VJxF+;B#v5@61Maq=kV;R?{LqK-ei`EVUZd?|rW%M-!1sF8b|A^m+=gI?#-o4u_Z3#%eZA?}}By!!7T=xK8RtK#I? zY1egl;UOR%9|cawsS}EJ(#n0mPx7-a!F#FX8Dm4xw<#JM23upPw^}^rEnQ>4adiSQ1uk;Wh1($DR4`#6_M+Jl;z-!$%DpmlOmmoeBI|zP z_QP&KbJq&+P9Fi9?LN%+C3SywNyN{go6w5OvG+3Kyo?+|9`ionyKXSlR*|>2&vIzJ zG8O!<{>6>v-rzo+lbF}v&zP@e8l0}kf_L50ab(kFY`b)w*^G>2t-a?$&MY~&c7MUe z-!^h9+an+@*h>uUeIT~T#&+q?*k+dmWdYqVeZ@(T4EUSIB?qq_O))kzTH$gJO9yLDe zge^0q*!%fKDA+n2jUG00!w%|KyHEs1y(9on7l6Ir&mfxkjcFA%Jffr{zV1d{GTLp> z+>i^OyA{GT3FVR0D)4RHJM?j9$Dbi>m*;Db{#s!Tcb!robsGGY)TW& z#d|8i|Lri8_`HsiR#6aWV+&%(jq^2mFTf@QaiaUf;z9$X}iXT@1i z{1?DPG~4}{L(HPd+adMJ3W)969UId4uGp5yPC_LyIe%FLlPq) zSCB5AEH_u51APSb;h-@tmearKWrN1oQ}I>rNOX9oLg&u4T=|&xQQO8sT{wsT`4m+f z$di-QUnU}cprOYi_V&dduqk-T;&K-t{_aozu+&FJ)O$aLH+-6o4eeIou`LNA9{kJ7{%&J& zHLbiM@EMbxt7q;{jKO5*RgerE4b7BO&i^2wsB$Bp^F9u}-qT&tF$+{@O1ZMmgn2d) z8-J78*9=G`&ueXqa|3{jU3>vT~ z7>14SiRW6^4^`bKFz4hR%-=O075Tr(D}Nb^*5i#p+UY-`c|kH{#ui{xqynlBlGplZ zXK;KXA#`X)uaCzZvpgL7+eK)6v>a6ZEzotzc^0|h7{2OP05ztI;X^|a zioVX0D{B@*Q`l~>9(V|rT=Hufd`Btb|+*CV%>OI!}NFFOQ7 zyI#Y>ucs(y5Y9AHm+8&pr=#Sj2tl8r1zo2hsD0tb<{wB!tC|XC5pN8|Ieu6_=r*dw z2YK}E0}%XqFZP`og*AqHrtGj$XuDIxqf(N=e8)`88~-0yzC6P%_qw9=&|JaBbu+jw zT861XC*X8#DP`^VQGab8i17VL_v-LTs;3JRbKq1K?lzTV*wMeL5^@j4hz z9?MFjOFa82^?1!JN53>;en0cU_fPuqRT0i&QIbB(Q;;(;)Wx$Nh8y~=cWb(=axcrj9ZDP zd!EF)4zvfO8FcCQ5QwwOmrc0FT;5y+U7HtVU#4AI{79%BQ;vpt6Y+ulO>h?7qHJ>VD;u^W6EeL#P=FRV|?1GC9uv|PIaEZ(P~h4nND8P$dI z1oQc4{Z{n;ZyqWf>jeGyXxR(3rr0ZaEHypI%r$c-BuMi~90q~7Qr^3R6XgbOFgS4=@nsO?Ty~=DnHP(ARe=_|jwo@p1Fx%vsBo50{$M_8 zR-I!aht0xTIq3rR(;-&99K&idpsuKm*$mJ_@8)F6MU_n|s~C&ABhKubO%|r-reJfq z5#TIyV&SUKV2NVLfvVr*67G zf5I*QhG9kfFw`YHVGdUg(~hr}Rs9fy{!JnC?{}V!{;dROJs?KNi;>v7p7rsJyf2SEIGCbud+1S5-*@tX(YtP!E8D@>(*bqAhOMUQR<*03=Kc`U_o#<# zjTmB2bj8S}so-ci2y5=Tg8Qs8Y_GHh#m;}Y^!i5hy7!6opA&}qU6kz|;mFJrP7!Nw zC%BE!LC=tAsm#sa|Po$2QY5>X{cUFJI^lNvHZhX(7`LNnwBMRYk$X- zhFZaP_e6B}ETMUE7OFfBqk8c#JZ{GkG(Atu=5Y&|9dQj+mIKh!xflYz`LZ~tFv#^d zkMQ#rFmg)69glOs&N7tCjH4KCpxHKlCI*$Iqu1O$+%A|{?su&*|4tz)?VPx(;GED_ zL0xj)yP@p;L^^w7n5L8%X_5e;Jc3g<@D2F*H}R4WrLl+}uc)(b3ExwG2G)KF0}a20 z9>wk&l7k3Q7#_s(|kL)7^ysKsYr4cMP!x8EiZzTpZ^-swnxZ_$| zbp2~ST3%6rQhZA;dYQz`WvTqt*6VnA_6gYHNxnWF&1}9bhBnPI_-0W7wM~|&aIX_2 zi$k%k>m6p3Q%c;Wz95$Pz_I6~Woa{+X1b2ObGZd^;eqJex(L0a$n&6$rSpFeHeEQ! zDZ7WMBRZ1T4Ip?{HZ&a`z!N+tg5%K$@}vawDBUzjZ_fpr^G;0hDoY;u{RZgM<3ZLC z${Pnvgwcy`q2(vy)OFY)+dy+w!Jf0wG)>C1YmQ++YBzctb-`$DBv?v`$MISNfv!h! z+=y>V`{CP9iZCc9Je?DM}2I)C~SNFLAV$)1Ib16qb^Pg)l`7o+H_=}uWl#I=R z09O;%k@|3xN>5>#uojwrBy!!kvlyK34ELs9g2-v5=snd6oE-|-4)HNe=$wW|V|##T z?k>URPAd~nUcv32*HI_Wuky(FWaw>@1PYf0P)B!6!7s#9n35rgfBniO)rWXZ%1L;A zN{_88teK1BEs#BMLC>-|*f9HVW;HsIMSSZCW?#I(TUiJeh7nk|NQ;gW%271qnxM$| zi8ty0k{7>PjxC?btJ$_3HIrY-tFHEiF19&PYvDk?0xb`eUB)eEbD+#Cnmg}^=F0kh zT(j&CnSaNAV17Q7;29e)Kq0HzSi1u!P z`dJs?f4k?Vjn7#_Ln8O?avYTB4xwsI1eb15l?=|$gX^aXp>?to)5S##M!s1n(@h4W zDV#}YuMtbU1xej=!K7RV#{VUu*iQ_~;%D;DsTa_!dps&jwqwumaLDFoKzL9{J>{b? zNp>FHM=vH;w~Sl1lu>Uj;5sJ>%MrEG!lsp~b^-~BQu7u?~l!PlApgCgRQIAG5Q|MSdv zV9Na)sQ5SB*TgzbbVDju-lQ%9cq)v(^);k~t8K(+zsgRIJ5HHrBld15 z$I5Hdpf377v);87gZ^~`X~n-x*?)oj$D|O^DtzYB|P~(9~0J|$0m<# zRu?p#mzA$1Ej1dvo*v`6&Be?s`82jVQh@H=TCldZgL-obNH@)goQob{d*uR3ci$53 zIgppWL33G`@S5A~v4{9A|Ic5*`hqE-UjCFjo2Ie0jT}yka-xEU1~m%7L{#+YdhRbxdtCh^dbp;I6xZL3DkY z{Kxte#Nj!Mtxl9zxMJl{d$^j(I0`b`+(yT4nu%s8|0@Q!KOcAVNPilT4-qA z{EKq>v`ZBkT@xZMM50w&9{sM?KwINFsM_X)UZh-5lzn#3D$_v~*oR|gvDkci= zBlw4hbHlV?`KsmAE3u|fUe~siRbwvhq3^BstP4{Qs-qqxn%65s&~}0~O72$3-A+_c z|JhKmnsXGDyXpniqf`7|ehiBC6)~0cu~6Bp0L?x(9NIk!)GxQtPN_)leOm>eO=v$F zeUXV&6DAoVf8nluW3f7edJ_K`h&sFLLgx9iXtchW#eNtFK{Gc(#tr(sGF@2e6B{r% zbmi)t9(eK@vBXlBaF2bD`Im_?#8&&6xN@6N6l%(?ojtK*6!9tMAy>G?2xV)gG3&`0 zpx;G9!Dc@Un0g-KZinzK6_kIq7C=4F9&D1<1DvnGa!-1LTRG#azsYx*d;$i)J_=KU};?=a~0W$}meZ$ne1F|)}#1Ja58xr^UbG|(Pi`j-(mdh(3ftlP%g zl6ph%Bl1Z%5g(!@lsh?=pyZV^7x}IfEWGzXu;Lo3yU*bsZyeC0nRLB*HlX=+P)Wqy zm0)o_0_p}GXD3Z^(5OBN92;pimycmKsmVMqki2;Cg4v%K4_;^Dne*}AdGp1mOtkYi zdE*mbh`C=5TQWRQ5ph`F+VvZ+A4L91%d3A5A z_5>09ILCL?inYmN$0+G`-7_w_dyrmgU}{ zENo@bwpmc$k3su{Fv^M5^SX`XGs~DL*N#1mzvq+D;o3sRuVAAP_br|rPFc}8e)VGcA^L@~vhB2;Al1bOzPr@v{E>%*;} z_dm%HvGX|(yqO495B8z?++L7DESGP?$&Wd8BMc6`0LzAMSi;-^D$~hE(VU- z15SAtQ8{L>pm~@jD2CR`RgGIwOMWrYnuCH%qAvzq4+PbD5wz!3pwGN-tTN#Nmx^Za z(l!CMEEo-q&;@5*Oa|LJ>ZJ5q1ty(KL7Pf`xY{ya`(_1hI8H1_hfI7`aR=Z2a{zU` z6PJ2uoD_c1sQQKaqP*~h$3`wHrYZs3M1xAoN*mV+U!6UJ?gVLxVNAZ$(q z|CL!>H{OlAww+>jBGSJ*(w^Y%Qz0(oXMDcyFn;4#!0GV~+~PbGd&gGd=jkhnhw@Io zuuB4Yl&DwhdkSmKU4U)Jk1|DvTAuKOW5ketv=cZ84ezP5QBt$s|zd?p9C*Igy!vUn8>qQK22GM7RH_NAR8(hp2BZ9Et0 zMsT|rCz`EA7(XWw?YvykcJcsx_c<1~r2miM@`G1wiUixZJeVcPg5v*Hf}J~k&j(xr zvHbylxwZs`+8;yhv+KB?dO)=sdsE((IC5LnXrJ$ZR+OiyG(L#UDpL@3*}*jTi%N`V zQue#_1UCT&x-G-FVQeFFRU-9k?&Xd5MxdtDLSCktNx7E`ICv<{YFaC>Qr=@tW2Ujd zbxPtDu91uOHS23S+-0(#&T$_T4mEdlV0Ri&vUCyJm?yEinFj%vIDybWEVtSN^1+$p z>sd5VW`4~GUq4KN$dY8NTONn5udlHtk9DkU{Uxlle##58bRc_dg8~0X(YXi2oPK|N z6e8Lpx1C)23K5Y8W#&0s#70CbM6^;eiHHyp>3$_8Wr$Ri(nX`&e4e9GRLZPYY(#{$ z*=%mDjfmg*{kvB+_4z!{Iq&!Db(fwCZV}ieJqsOs#W=KyxTv2Z;Z8^n=9gKb@8=}0 zc=AFpG}Ol#OOw&+Ut;gjOd|5XYfSWOF!^0$xTEz=A+uG7cmOWenrP}F{6P1i4Mx&{ zlC|LDaR#~~yqL=R9aHD;=hFK|Fm*-=HjXU;+43|qT(N# zS!H>n{{A%Z{XUkM{t2?A9k;k>dZ$b?WiAf*oJNey1oWMG1l*$&$%Xw+P)`q`(U zp;uo}2d(Ck4|c3=)_kyDcoaSq>_-%+1< z*ScKRlfHl)E&Z7CLYUBL^EZF=yc*OW)}ycEOJ<&Pi^V%T5R>YO&~@k=%QRBKyXn*M zUC}&ny>gya`(A|sydF$1&tk#Jd1$Ij4jS_!XnZ;vTMc4R+}fY7`$*@vKYgH$4uMVg z9MHBqio0p9qpD~zbo>C?q(KqZXvxU$v3xvgrdBOKZe+g-Q2PCx=d?$JSJsyvW~9}Tpc>Es%KF zIfB^VlywcW;kgS0wCqz3oskDHF$5tvVJGH(G=Py-w4)4I2Pu2aA^3+dc+?q%%I`n2 z_lp3TWMaYemD&beW#&o`bLbBRHM;1 zVxhcCBzBn}z8F}5_J75&k#G`p7&7G;BQ)jS#12w`W^Ajov+>#DH6AAvV`e=pNz)(%Z%TtF$&~9@P$}K`=0b1^`Za@_J zbpa;5J;`k6x)K(6wzOMr z*D+-ljWokwI}Dwc(a|`6GE4h68BEvqgYH2J?E0&mxoPddJ=6``GdT(temnwW!tD+vR)KigS*Yw2k5y48(a>4VT*mIl zmgoumLdS99H`mINp6^2WpxdmsiM>wG?>Hyg z16}|#n_84a*)dph8^Q~SRTAZk%NJ&Xd|0FG!^<=1e&#rfzch-O=$M0QLn<1s2#2oh z|6zJa9MgD?;;J8i2F0bbs{ET9n%*Bytp%17}-_MUx zRcJ74He~mP@BlquwCE-WR>~=QkH(<6`v82}Pz*YS7r=MIF0}0m=if)iK$}}KuQgi> z-Q~BT%ekCiFr|*;G6<0WEq5?=F^Q zs_6SP@FZw*zREOS7cqXFmwgkn4kkw2l3a47 z<{`X@BZpEP+B{Cc+UQNtZ*UykjHtpr1rbozA;MPwYD|B03iM(JLT$4pw%xx0j?ep` zwOh?v#+td z&^89r-e%#aB_}}Fko>V1R-s;R8LQt}4Wf2$?A$dJYfV?6GW|1aKYo&%>NK-vPiGkO zfX*uIS-5pg4j9j9V2MuT#G0}V&uwXd(3U08b>}gEr#uWcg!)hnY`}yBOO&Gy`}95= zlMF{=A?;gsnW?e%!6~qrS_n@1nIQIG%S77$vQWPtA$`C#NS#{(R#rzKWt1C2ks;jC zIs(C$wxQfrM-;;lsgNi)U5p%h%)>p2a`!hP~9Kc4C(cp}a zx$94pS zg$>hAqS-QM>@+8@{gha2J=UMNAd3V^zmtN#Ep<+{2cTnMyRf{5qk|g2F~^?i-6 z0(n0JX-2vv3pDmhE`L0bb)Vb z?hr@VlagPtsq7LD8nF>)Ogf1#Rg`OJJ;Az?&oZS*o2#=I;KJlE;z65J_>Mlm)M{dG z6=1#Q9CUnj#p=KGL43{&^{!l^ci&&!G%*xzwjHIuf&z_O<5*mM(_pFZj!yP8@(2VTe8xt;$|oPgYnhe(WVGLOmxs<@1BRuY zye|C+YUzbz?eaC4;xZh9J`>m9@FA1jac5eas?hE#?ZY+~A>v+Gm3#_)zZaqOa0)o~ z8v=%~3ADG{p!c8?C{A)=F(GC!^6%MTKkyn$IdXtBOfybsG8hg%B$AK}7MT@3Uc$&^tI%Cg6%nb+X3=Ri0*o~1ESGbSH9|pyzps4W{IE>aq z)yXi07|e~`LFwjbl(cQ; zLpgC`r+s9NujyI7eG=3*lyXh{W+R8uqV|@Fh0mMEJW#1puowRx{zT9#ZeD(#RsJfb)>`uq$2cps6d>}SA zZowx0C!cXX2Gvt%gZS!f9F#@=6{!Tv7hH#amx!&ujM&U|#Oqvigjcm*MZ>N@kl1~b zz5AsP8V-x$rh#|an1kt%xtL}f)(?d27gHefr&2JYyIo180(V562lX9>orjxv;er~3 z3G?u2>t&FfLaFWAOg#5@Ft)9j0s2-U*m7RNq$v|olQjvPma0+gP|x)ujlulx7!+CU zh3s}+2(K%^&V&LO6%_@3@-yT*u)rXl3~bDu0nQ(Oy@Yo%=)X z{xsSve_*Dv2y83-%zXERac|;l>M0g-M{T-mXa6K<{u?7W)85AI>=ek}(ZZBZ7s1rC zrJ(IeU8|j8%%D*Zo8Sy&`jd0wL_GG>BHv5v9*8$7Xl(XE9-iDiUods!RD8jK#S!SC_Bm_H~SQP zbfWI{n0>OY&`HD_k0t+)rFHx}2@CSrK`yE5m@;hv_U1RBuR#6nRe$j6WvfuLbs-FT zq@s+sf@$gwsU+jK%F-Qo!K;tgp<6r}ou`&@QON=BQ~V=TulX4z@tH!sODJkhCW7hYClGV6T4*VgGs8m$l*_*gNjVe9Pc~BJ)e?c(oH~Gi z-Dk}u(LE$-In zZ4i$J6KH4oz=PGk5V&aBa&o!Ff#lCRE*{&;T@ShQmS!`a-?tv?dd`Bu9AjK~{}lL> zM;TW1N5c{+iuxE~TazwUi-RCrZx|{K>)3p;8oO3kap%=E-#{3p0lV(a**ct~+xDHaH}q*Mve)_}4JUhkpniPS?Tq z?M^0Lw;t3NBDjCm6fWt*2)4pP7v#&7&f>a zrHnE;+n&7O%3lw%k$$-_lGcq)2`50L{=32|BLwxI9|7^8S~R~m8buiv+;(>qmwr@$ zG{F(NH1BwZjOLfKc0o=?4k}g$3#ad%hpu*GP>zShDnnYf0|jwWZg@68by`brPr66K@D{>={K5!xMW>Mh7RA+|DAj+&{XOc? zHawoZe2iSA%@)x4BTY2MQx7&uCGA zibrE*lKZ2X=(n?c+<(QO6;lQ`r^G|gxgzG&X^GOFYU0(Nr@YESY)rlaqc&WDq6^iK zJus1lrcA*2=3w4<)r+2u+hk9-gjjL~yyX&zmh0c8LOPbk> zrMi%EI}0b9-h%d`Hkst9j#Mqsoz#(Xxd+1dP0I#MW!KQO{~osHPr7#>xyb`#($KbI zH_M;77+YZxyqZ#uays)#o(&faDi&emD00|&is{Tg3L8%lxA^{a$TgS&%G@%_k|c4> z`%;<3azBWSddE)F`!Z%Pj<6VlIq4 zFb`b%24QkU1m;-8!Mm|}AimZt%dFdo=C*k}=x54v9?xYaFPCD=KZ5|mv$3nu0Tk+= zg~;MvP`z>wsuMk!U)OMG{oWrtv&}$MYQt8vt3XwK0F$y>S*OGX9RKu&wv^TAZm0{6 z-)E3xaHHV4jk+KY&td|m(q4qP-Dc-xCiX)pJJx{a-;20``7TtCuj5abMxgJ~`+Uqy zVlYJdqi^&Vz9^Ua{yICs{`U{eb@Mx}?@yVfakTSH_yJ!YrSs*gK-7%=N2)t75gk6z z_u;XeIjr+X`(HnC)BDrV?3xqWj;`e{C;Nh|o$~(n^B^Iw1adze#-?w@%>LO%aQ|mB zjI=W$4$&ZJa;CoT^o8V_o(Vo+4r|VZqR+C;ko(&a*ri<$Mzp_g@43%fqKxTTUWisk zl(8DWggb1x0e;Fryepgr9nlpuO&ZM~+zJKHJql>|T!@ZtrNX1J@sRL^9P(qpSSBd>PBM3CL)PSAz=FPLer5r*dT&ODvk_q6u^Qt){>Aq6ISs0p zfAY!e>3!l}PP0pnirg=Pc8Cr7M7cxk_AAi7?yRh5$6$0$nF@}9<{+*zGjJh#&tJ36m`c-T>)%f*v8DLxoz1nBcA32*MDb2xQgT3VLDeey1yUX}(5ePfw? zrU@vgt>P)f5bD|CeL?4m5C2dnaD<@uFVZZIJS5&(SZ_EISH(u7@x6yEi8^KO4`tK=wi25D zn1;bS=CG%aN-#*+3eL|0K$&_NMZNl{$&X?x**Wgwyb=AsUB{*!1x$1+3c7}lVm=O0 z*m)ry6HFxN-M1dnM@BH&@;vOla}e|n1v8z5S1fJY3Je@ZeAC8DOrr>59cYAh7wb^u zbVzoAvgLlGW|Cujn@~1%Gdg}xrjB3$wv=Ua$Bhwa8gc~UZ(aifehP}#*?`;6_0TBV z3rQ1SvYgK$kT3th&|*25o!tj7j#1WWqnbzdrL)}Vt*V$u9yG%=K--Qf%=DZQXi5V> zy8*%d0J)9r?a|@>Az~Af`{MmYCbBsLjakW%vhRN&Du|SJzpsLH=N(Yju7*2%C@&IW z1YJuGRKuYgQ za$sHK>6;DF@y2S}o1Me~KShJn`u-pvvruMKKs>|eo4`N%G@JT}*uU=|v6KNzv1?U5 z(|xYSz-MP+)E5;t51W9Vl=W%H>q79#erTLjkEY`XW9V5x)tOw(zS+sr_Kk!Y<%J;D ztC9IHTgsGEINbR{?`y)QDjq(n=y~*!NspdF_4CD0{7H$~$^H<0U_PsMn1i~VluiB| z2aXQ&*!M4q=(&FmRwN-rS`gobl#_4 z@-_q7=^Tgr_6)9hvW43Y{slZIZ-ch6xe#J`8eMD6d9jGth8`VEPCdrNgcxuXf07w| zqkO@e5>)(d5B}G-a*H+7;O)#%sEzr9iCRDK`Z-tN&d4O(V95))q%!b*m5oLpPhir#Xx>&x{ff<@(Am8b(<+C; z$k!XOUuQ15x*nxI%a1Zga=RA22TUZ+e(TmVpqX}C2)gHv=C#XV;vt&vN6kh@%QsAM zPhg7drIeLSzys9fb5A>s@tbw^7Qj)?Vd%sK{p(4Q31{iiOu>tR8?O}J+YK3 z*6P0jYllvuY}DUeuc{EMsXt&DRVf^suLP^l^!zWZ_k-B_6Yo4u`Ga@Hg70r*(CWcRxF1^rk_-h)f0w}W<;S_!7s@@(8HHmslqvO5 zgVEPgP%hif^pk?Y(Vgza^YfVA)_N>^kO5DllhJ!$9l0cPiAVZGCbG+Al|m%!Y0d;e zejH3T&cntd3E0WoSkiy}(LUJ<^yFKqyG3lRx52`U-_L>bp^Ye#6hYdOG>DA2$(5%S zsCl`QI20#9G0UEJ&AGtq6v-I5vH_jS=w4uZnI+JlO>ydc`8nfidT-_P^brH$1)X7B z$Bksczh?-_KD$`9aso)Sx_FCT4Hq5TEhvO!ZZRz%LUB6yZ^-9{8R^V)!hD(~tzdeF zVW7L>G_K*bHanAhJfgW9!oi6L5xQtHfT#DDTU z?F^6{E)zNfr_l_$h6Ozy3yQDg?%bEb9p`M|zD|D--#?No&R$_%=2<8;p9J=5YvNx8 zGym0t(5(DNXgQa`&%G5uXD4SC{zEXbaS%@Yu@36$%AmDn0vzZ`g?4W)bKJBARbx(~ zTlZj;|FxGtol}Qq1^(Fbp_V_YjY9iSIZDbbR4!(FWjttpE9a)lmF(uAC{UgY7c|AGkQj0rgDa+EXXXt|KfD3_ zCeXa-x;2{W>>^LkJzl#(2OBxL0p4q)X0#v`RjuWcI&GOUI)r!JGeVaNdu)%~0C&fx zfT-_NK@wCfm48~v6~l97>ADTf&5D=};u<0Il>-=3jyhQ9x?uXE3R;GYha5F^_UA@o zS|irmT9w&-n7!DC~N7 z4HbWE=aQ*qbM61BWyaU@(NvYnl=t2Wxxrdk6jBXo14YnYsJJ@=>n+v zT(otc#j2nCp>Gz=chr&G_)l%H*>Ds^9}KwD`3#h8ibuV`|A9U6EG%~@(Yo~tbf+7F zaqmuuKiJA24NHV{^)ax``IXh?t%B_9d%40ki)Xv<;Qpt=QLG)vlQtLfrmK`^xN;Rj zThEd2uPYOM2p)6$$`y$cykr# z{p!W!FAAw=e_WQk%Ma`y$D`}4^Zft!7sbDqgHE4RZsie=y4?pc{zNI0tNi)IN6}!? zdOuvCA23jMPV83yd^yxB+kTGs*sxMP36y*XG7Ph&7hXLu|TU)IQhzPc-vir zj`M0T=z=x64_$(WQF&yfyC8MsI?smAX|my zKionc701GTw1;Zn#zS?MpkajvC?ay0I(0VcEKY^;16M)x<0bBSdf6t?g z&OY!yN_k0U4ugI_2F=qGq2w-|&-0I?_k|+Nc^QnOJZiuvEfAGimj%t_3}z)?Mtj^I zS+|uFineSQRCQ{~^QU6d+R+%kp#bB(E|ORBrc`9*!@5q@aW^UXFpizz`PGyGC`@3X z>HWx6SB);-j50DcAX-=^Sl*}rN7~CB`yrSZkf$Nr{2iNo>m29>(A*{8LwFH>0KG*g zQ8rBt>3s$69vg_+2TbU0OPrxUOa%2_I)fxp?_=%(4EFk+E!Qu@$V->G|8*w~+mp80Ar9|_VI4&x^ zB^CJ`7Lz0dF?R=)cI{DT1=<>@StQt{`oN%Q&#y^TP*4vIS!FWkD+g6 z73=c+74vOrR@^#`S*Y`|CyaBEeKC``jh49?C4t))a+hVSK~FE@Aa6ejt0Y<2b#WJ1 zH_`rZTrjFb$;JJfD;A%>hUq^M+j#eO^itMA(by5xW$Od3X_Hvnbz3}lFB}qVtig7I z0r>6R3uO)D$g{f&o|n! z-rP-@myKXe_vCR);xIg44Na@Q^L{7k9rkZH>it6*wI3exN6Tuk{Qz|`2j8X~W<4nK z?9f1GJ^4MdWF|ka2eIRJn0zFk*xiS5hB6mSst&<``Ur3w6~Wtv*%D)h&OD2M;o^gy z=sxW%nr)6C>Yg+WseVWd$VPkbE|+Rz_+=LAB~KgHC09?nB^Pk@eX0rOizIgd9>ApOl$@cWnuZH?DZQ*AHUR(xkR zk#(S{ILR#O{j_Mu4XFN@3u2ecyfu9{hVEF7b;oG;{K;4_NZU+#wP=XClZvkrlsLQN zDtM2lyv!+crtn^l-3KS3=5in6DCRNC#3PW@UqOs`eYD%P7RQuTLihX2AniTFlPl=? zq%(~>>isTAO`Dlv#v1w@5e|H;L`8cg)Bh5W61zpRZe8lonw4P8=h>KhFcsqqcQZ|+ zR3*Ltj=L^f4~kps1;<~`%hVTXb{pOxJC>b}j$fYe$mmIs*+u7t??ud6e zPSAA9!0#~m0KL92&nn_1h1lYTbH!-!v=GDHsIM|}9H@ML1k+A$*3~IvU9(N0XyLD@ zz(07~E*%gb>cjj?T9{-}EPRk%htU58;{C>Ai2Qvs?M&^!_S7wm$_{~;f7GB^Nqp|Y zOFaHhQ%KR(f^;Ze<^nj*v!(aCqcEv zBz%##0pn{#%>R=;lUL41`dwgA15y^syu? zH;;TvY(L&voCn`$)?vJd5rjAqzy6dK?h2@cqW;&R>lbah!?vpw{5-c^7R;I_EJf=V zG|RNxi<;}yZ3r0#?VoKi_}xpEK;9Gg!PJkp^uRHvav(st7zP3MtJ`H-cOA3Gi5#3C?p7dd*6~a9|2`c4Alytm3KtQz(O2%RQ+VYMWWbLMKcE z&F)`>*2nvCYS>vc^h{$=>W101Ixs)=DtsDDu3X1Z+%vxdyR|N%!No)H>31dd!Itny z>jdHtlyP6nu^20&vvjc>de-JK4~Ke8JG%;{Py3+f1=@xG@kpxi7$(!g+n8UejgH;F zz~O(2z;{al7ccANuE+W?SXvJ~w7i%+Lj{$^#8lk1fIB`90pr=5P|>oEOMjPQ`V#}( z5Pp^JYa6)Z2X~hHY%}VmuLZqRUR>$uP8`Q`EYgQ_^|F^-{zgkM)cL>?TpTg)O*&>S zor`FG9I7|a=i#-BIgZn3wiR(){j8STzwb-Tor_?WC_}S@?hrid1((-t$H`n=iI& zkK-HW)PtQ*0R~?WW4#;l@%2|VJbj*wk1W;1e0eDgkWHeT*+rTUhI7s3hjZ_2%tH5` zc&-R~qiXxx4~_n;#oWVlQDY|ooqf-kq2)CY@0rD0b{zvS4uZ)`)HtB!G{|f23#Lnn zt&vK-t^QGHn?I2l{?GWO$xy9@0&{5)>_N6!4TQn2sxFomSU*)Jk%I>s{dzt5V)F={@VTe#P`FD{<1QF$;5$_{2i z(wig}PiKYsEEAhMc0)${88{Yv1m9+zM`M#4XhxYGj|AGshf6>r@5l6gj$+I$SM)uz zgq}mx?R6&J$)_Et>rQzi@69s#^DR=9I30tp&4d2uSgx#c9hSo}Xcw=N3On;&!kof2;7bDY)w6bL@W!5A`* ze8RoaOs8ERi+W1IY-=0_4_v`qb$@`VFNwp|lK^GEjRSv?CwFnOMZKr@$Q^z}(3nqT z!9T8MZ7)_}e!eRtWk#T=HxI^HUBW!ubC57w2jsR1(2?Xy{8Cn-1ZO zYvj;bJB9_Qi&5S@3QdpGS@sm?W!=;T&E3Ytjhi_9z6fTd7h=(D%K28%@5*2`-gKor zo6sm*LA&SprAgf6+Bs|*bf0-$J%!p00hsq+Jci!NhRC&TtlF{yV{C0PXu2~F9Q8=^un-fe;teYZ3gjHXa?at0Zi||;6>v%(oC)|h@RL8ekH_2x$*3LAPcy8-|$+$)y4NdOUNoleH<6C_|?+*bC8>YeG zfeMh{Kg{($%F%Bld6l;0fqHQm3ys)Jy;KXRe1zEZ!$8#Pn*%;HXSWZyhFuY+++XnK z{#VwZ`ZKxlvaf(y8FixyCt`l^DGbR^hfn{XJMJb{)o(X&OzBqGS`m(oOQwVT(ih%) z_bfVJ55{h5a;h6npuE&v=p1sA`B$z+)xgW#KdOX_FHjDlA^qtK*(cVp zkZr_VIFZIRqdbMk71Uvxatl(ts!-=gW3=3T4x}~Yse0T8g3S<0v{F(2#*Miq)U&SO z!{ncKLA_mzzbjcYaOJcBo?pSpF{E*jn74fzU6JU*26uzC64d$LnsPyTO`QJXq zI=&>MdnL`JfxfoI?!JIJ)Hu!SU%tupLW8S^FzRN@(b=jcL|-J4XBIumr!m; zF8cAC$foR9@Elj%;k zWIhk1JaEsqCrsS;lAt`d9_6nu$wF5Q$9NxKmVQSH9T}D&wyYQ0+Y<#}qi;-e&IvW+ z8U%B(44%Is9%sf0FkRRHdU5@kd|HSQsoD$ohn}kz%ZX? zw|xQx(AObud@;N-3L|FEGydYkO-LZWv3Qdo>sq@2l@Ff_ZM)K0LjPH){%VfueD{{eI@rcsXR6EjFwfoy#O zIT8M3u_fnF_hJgPd5^%3bxXkhb_dVdTL|uSR+D?@qMN%tlozR?XHgRP{4owKW(~pb z%R-1d8>v!Ayk&|Jltp%=PQjM#yiQ$2tT=KIcROHu^;(EmZUfsH6A+d;fq%;^2JiP{ zXw3$6y-2RnTm;jZ3qWs28l+AxqJDJ>&(w>Ao)PJg(q@lsr(3vs{XOPvu@qO`D#WyJ z3!rh7E8aD_j;?i9kp7{DS@f@=8NgZ8|2qmKU&YMHd=5$tMq!Rn1h$v+n0t3D*gt&A zaisy8Rt?2|w`<6ww?k%^7(>1vCk!yEz;v3QP)P#(PEcnsG!L46wNU#KadMtp2`|?d zL)xwyRQ++A`@foqO~x)5>v#>F_Qayv#+ZwW8dYV793XsnC7QQtm^tmA>tiN>VZcZ3 zy4Qp|FKEDbW3OWS+HBDDoMwvu>e&P9d^}B@4~gR=sq@lfI63|-YRgt=-!&T}KU_zJ4;Nm=CxZNmz0`aadDw@C zfy=z>Sd_5`8}?j4y`0y~xTcEo9w$^@ky&V}hp4YOMj0bwWenCsr|~~S?TxY6u$0Lcda}G2E>Pg~V zYmC5lwLU6uB(hzt*U5)_fk}MGUDcVw@8n&h-m@i69$$+F@!L_cqEgV@8^A74KIJo#;I;9NNFy|{Qak(eSd-yu2>RdOEm zdoF?LGedOMoZ{LY{^)+#4(>}UP&|RURn>veq!|Pv^EX0X3(^^IFzO$tU2E}8c=6>j z_V|?Y&iN_CS6KrMJ1Qy9Y0hZnloxrB4ANZon$FZ|?4)#)BRJGF%<;7Q}J&}?m3Z_8g1o*0M90Ip zVsNtHvU4qD-#LlyYc@i2=uL1?lDndjdJjXFux#mWW=L~`j?x48;>A`>SWpc;s)Hz1 zZ%6kEZSZauz<17T7Ciqauy8g<*VUeASUM8ZkKf=Sei?W-@FWSu%&}$4d8Yinor#RA zSrc)9G&g@1yvr|v;f}u4iMq<}{6M?l3u-L3ucCZ}J}j4H5m);R_WW6au%b zaMS5Fw#hRAizufzutsQk`JF4KEK_}&k&Fuqk}>!g&GZc3Gv9~t%za-XFH=y*^ymbT zmcHaw&&b^>y@IOGU%1`;JkYvN_k?~9T;na1HoK{@tTztF6y`zt(r>(I+77U4orU>7 z5C`Htz5DLf2*v+i!q%5&knR75-+x>OlUWYB>ZQPASE5QDe-(OlY^ z+xLCXZLZV2_2W?HpJT&~?PoyaJ2j}sW}|le0Tfq_Mw?2?Q!Ty6dezDBA~u&;7MU#f z#v#~ql6H2t#(<035hD#ILEF;Fpc6J2(+9<}t^3ZwhHn?Zd=0s93nxINIubPp_Onnc z8|)gnj4SdgWsXz6$hxe|xFq>Mp>04e+}s{P?xeq^N#Ypjm_+|x^-k#Af06sY8^O%K zH}HD(927;pQ?)oP=gs3xpxeb1Bs0D-ld}^syekI8e@nRfhCZy?nNFq5edwM?yn~^M z;B}AO5HV-jT#HkZ?k{0Q#YKzk=Kc|rF~V6_V_VVZRx%=d|5nvz@S7oY{UlgX!YEdWjK z$)WaiCznJllDYjs@1@i#!B_Vt>Yb?O-Pg6jc%}?RgIZb7*hu(rHH2Iok1MPWX%q8) zBF5hv2$80h+vd3fT3@hT|1VE)x`ulB4p^HzAL0HebUHxKwb3`g`{Z@vHVxvP z&6KyC`<@5)MuU7;9IKliN;98TTpNsNj&~F{q}GFN;cBKictPb}^^7l?5CYBtTQT`r z0;=k1CN|I)I={5>_QVcZS<`7WH;Ch3c2uHjxf06SN7B!eB`N~P$hxSzR|%QmXEqGX zzk9*D%gJCK=m*k%an#MYs#2Q`#a7D|X!>Un*KXE=x~B6e+0mn#IF>ljjw&_=c3|#c z@<|UL%o3jWN6oe*b}a2Y=$wurUMKPUguW2`6Tp~WZQL^;h2DF1X!pb%18$^XWGr=6 z{gOaD%a)g|2*$UoVle)^6Vu5ng-~-7Oc5_dshHRgH)2)de#4k!RGus)G#ZT@sTUJR z?v}w7DDx`A_RPg>>*p%$vRnw~&RjvweLF$@?^WVhU&c=A11_9&3(Q?DD2w|ec6xng zdk!KFdO|;kmova`M*{JM8LG^NgZ!F3gwu2G81<({{%S~$%Kt&;yinS^P3N{h=%AvA z*giu$xFY!%>8D*WsPy|Fbd=qI_{fP+?h_9!H4ePRaV9SstPA6#;!r%gn^|PXqK$bm z8n#!XbA|CFD-gJ6b)~kXX?N}^f_sQp-p=rd}k4MOr&`# z_2rCDr{K+gSFmg4ah|!-5|oFtSkTyHbY54_Y=;pe?OhB=%)-bK8^aXITPVj~1Xl0- z&_t37O{qGdV@|HOjT2SAZlAef&`8XT9)*7CHpDf&E_JjR47!8z(OzB3?{B|}q8BsK zHFhqnaI41PGq;%ar*JykUzYW}B0r^H2T##*!=_=Bm)ash(XJL@oN)|fzFLlHuhxLX zf2(!Zi4gJwy%$W~W4WTY3JuExz-{_Q%*nZlrn&VDucl)Xxv_Sb5$|b05fkb73m+zy z!tmk6Xb?$f%sL~;QG{Sh?;IR1Dge##X8vd%B3e^{#;J%^#JZ^wh`L3 z*Yk#FrMM%Y4%}`TW4y7Pw{J;f(o2RQKWQiZV2Rk$xDP_c-2k-A!T_i3kiB&~Z{O~~ zt1Jb;tTAZOObjeB@h|ONAvbOvlzq5~;)+9P;YGfk<7Q0qbswL&E0In(T5#cPAr8pO zLCIrxW;3aln2=m(8kh;j`NRWtdcbmC-N4?&N_5?qj?LyYhwn5)&Cip-Q>;Kk4^ECP zdZ*2-M)?#AnWS^S%vd)A+dgGNxuyZOj=V-0R!ho>t_H8`#c+W3u7zRo(Cbx?ZRO!S ze&H5!sMQFq|BOb@o^4=lMza?y1J$S#DiAI60r4Uk{kg;8!0TK{5E-G5M+kAcyi}4& zPQrcPI_NS;X7AbuLw;-x^c=0`&HYqRcAolxkAB6fu0*U%qjR4o85%=(p+(DDFk4{= zjo$r1+usHgT!ui)^nqY>FARKtNM?>5CzCk@44C!-0yyL7v@ zk@Gecd?x*fp$Z*v5T&9h_>{Gp=A=VI)x<@RKvDQC#K%8i%EmF+;1mLuXG>A}pEll) z$ix6I${V)UqDj>xw3=20fm)TAZW#v_-da%oxdC6SKMrl&6g|s!Vfx4d^nMTpX*)wG zmtu$J51+91CnC0{S^yu~OST7f3l;`;sN7h;bOg*@o%QqWZ-!Wwr0O@{3QJN^IT=-dNhOyB=M#73mZF(P7fiWrHR`ywR~5g{8X z$Du?D5s{KoI_qF6N{30AjwtioSB*j`vkooUXoV%4jaGIepZHzh-yi-)Gd<6JU)THn zdYu8vNOR51esGN|(V*WTFnIJcn8t_j#&>;C@%(2l`mc>SI7RRxi?gUnv<5}F9#<`j zM*F{LKd*m-iwzPvhQ7?gTy1aVxV)Nkc_ zXe2(Kn0Qo&qiDZSQU#semwC#HSn{qYxvzgJJeqPE)aonHdi?_P?cBi3PJZR0J2uh) zx7(mprh$Ha9`tPsMg#r*=;o6FZI4%=Z{jts`L#dyoidww9n!{@r>j7F&OXqDkLGzB zDaUq74Z7EMpz7i%XnkbPEaw`)h}Zz?^4}NwUWq{`WgHhx$&|V)r@{}HC~OG7&O5hS zfjUAD)r0zSD}$lvbK(+AO0IyOQFKQT4YkCQ`Jh=bhJ9Ii7rm@TVbhXjC>nMO)yMZz z*Zwd++^NFAXLfwT1j_bIz73lFYo(dhL#Y$r7nM`rvAoiAaJw=Q{hAFSaK~R#^P=V0 zF8o3L`pw*B%y`(Pa|SMTC4i0m4C?NqcgW|T&}siRVn0_wnOy(`o-dcmUp$kzIPHZh z`4!L|Rm&b%WI#%BD%fk~ViRTheT$7D(n8GTYox*t7rN)>R%54mA#;x|fHj$MSer+^ zpnld!c`!J%~HVm-x^Zh8;fz>2%%?FdYoy@z({_-e49Vb%~|h z>BByfH0fGipp`O67lC z0Q)C>(Q2olCiOunbX%)N2wIV%ae2fX0wRX13|cLeX_x#;pHgV>*`D9-%GTxw&P zzG(`+XupXDtIdep|Bcn0KMr`1dKSBgD>v{eQ`O&OsJMU+j+LR~tTU8rAB~pZFOsJ< ziR<=?XRfo0=^k7FPK{QWzIqWRS5da^mN`n6Jzzfm*>qmID1@HKU|-BK!6m?f#|)sI z(bwlpZlA(xQprD4v|rF{kg*Z@Yp~j+ZB!0CiDu$ZoIN}j zj7nC4)$a>=;qT{RLf;7RXdqYIV->9FID@uh^RdX5Tm-%3F!Mk%q`Bo#@8|-L?{g1L zHJQ9}@I{yz8UvECp-ksb6>3};3+g4rw>VPA9e%5nnr{2bbd$HBc-;$$Yv5u~P6%O& z=bLfZ+hUMEeaV_n48&6B>q67$P+t0I2@@OcVQIuzrqndJq_neU>S>Ap_z6rc-m)ND z$|`@m#X4@MqQSbd+A*; z9~MRVpV?rS@;m$Fa}z|#K{u-3$Aa&@6lT|T4wPGNVn=%bep?cZO=st#-5z>wygf$u z<=IjztzImCHS&@_uY*qBFtDM#&TZd%D0LbMxuP@Jb|8w_G(~07x@fu^6QjX>H(E}v zg{j4{s93#~TWvlB`P%=-fLeea4cXwn@GcrJO~%%g6shJyp#j!4tPeAQ*mjCAVoZ*UahSvQHuqR~%%PA1@I%=M;$lvlWu2 zQ$K!G6F0geNAJ^C5ScRxeDyYLz4tG>FtAXKJslrF< zRvY+L^O!#5Yr8NI8iMv<_o6F2=$jI3@8x3xJ?CA88VJ956O3%mKvTs+*4KjEJ23@Z zG0_aIcSS(N(mU83c^*U;PjK;NH+1+-2`$9za7)Q2=U)(hiz=nL{}ra5w~Q$+jNl49 z$m6K*>^sj5)AIzb8dlC9udl+IO>dd_)k5}|xYb(J?}?dx4i#_qV6cxJCLLNsoy$R7 zqBRBWuIqzM?hecwNgZ~dQbF^mNA;;856b>p1~V_`K&v730{3WP_dIgPWsr9vcP@_~ zKy%5-|IuAYn>za;SY|o|uBob_ZW`Uio&-au^bw=6H|+sFv(WuJ(0|?q5XnWnbj&G$ zw1F7ue47

Ae@5E!65z3mTM&MIoXv+Udr`+9p zX_<#NDn3viHGB*z_YQqbZ zimpy!=k$08qJ>mGw9i!D5+a{xB?vqh2UgkbW=39uVyfxbSoFyL+&j>xe`(e(W+ zZ3*=S?rNiE`l}n|E6cFGZV(77%V1ac1XC_t5Miw1ptZ^7>8 z*{pQaNNAq2kM_Fh;4-E^-*E3Tgk;o%wuL8(i^7=kt`$&bdI1d|J(p^~`-e47qAPbq zHNnrq_^%*Qt6=%!B+!n^<#|VrqsIq#Vzeegvpw;02F#U; zT%B0L!xHrQ7)|fMcD7?m8Hhjc7dE)uf~ilAfk%Wu{9{9vRn8`Ca7#f`ni;jfqM60S z-JlGA#sVAagdNnGZIumUyM|oDx+yBKwW6;0_+c1AtXz?fEi-$T#?+%Ja}`Iv<{j1C zZi6ElIW5H@Jrxj`cLcvw*O7m`05ff4F+ZmqTK-9eVCS{yO83_0>$5@YpHytU^fNc| zjYVJ6U?%QUC`}Ku0@3iPLi%<+%9$jg)*V|&A0Gfgl?ikfo{!U{x6nM~82Uy&VcR^C zplg0TM*mw#P9NI2*Bs&E)&$;oT846;K6EFj0!!!V(0wC{M{Xsa*y~NIrh{p4Z6Iac zZ;;<`XH!|A&So$TuVIED2_YBd5nWdLzjaJjJeY}3 zd{#NF-w&n}6H#GX&)!P}^x9j2{^@6Nh!=4bc2%>ZLIisH<$}niSSq_yrV{s=h2jcl z(Ad&@X4_&k9(IYj=egpE0b$T`{4Wm2`=j7dNEt{4)Lu>mDB1@t?icWfV>;@X9f6}x zk+hO!D_F(ELYx-&dtKOIM-S zEd|&Qya)|5<5}l_ebI0i`2n(~N?Irfyf8frEGN#w(myM~A>xIw(K-Q(oVGxrK$+{V z-vvXd?HE%1ISRW)7M;(gV^8|yv#CbTIu^G<)=KB&w;?UUSX^ocEH8Y2aVn&_c@nogcGrM!~3c z&jw`WV;L5W#mu2~=)IyZ@v%IZYV2vuFG)q;r<6I;bA$GkRlM%Y26P_bj9M3Zfk*Ia z`fk=^`>T0q6fzAAzsrSC*sC*5yN)iRp#waKqeu%g0(eKHc4Yc=3<+4i)P?AO6gmcBx2erg>anR#7 z<5ogeZnTK8Bv1pNLf+cn4Q~%);550+DE! zAdWsHnYk_obsWsl_Vpvz;?pf-sdLJZwIHsO%JsY8RL62D9y zten9ZQ9+#ByQYBc{lPff2W7o)QE%-EZ#C%;`z{7j=RcgwjoX-^XC5TEmw@?wnr+tS zLur2<7Sr1d<6V?kv~Ll5nf}3zZ#jc)_bHHgUBDjA3E1ErOr7hu+@^jQ_&?Xhnyw^X z?Y9U`D#X}#T{*~xW%2GEMj*K#!$b9m(QoxbT2I|J#}9NCO1j520f)KfhY4>y<3l_C zL#U`a33`*MSFv$7ixyJg%ji7VwWR_^p127b=bchjyDoJmkAka31H!Oi5a-3Qqk0jT{jeB9GOO_LnQCYc)5qlvStu&FrBaSc z;APLe!Si|vtUGfKO;^)%;^9~*6At6QzhA(o6VgF+XucFrQ?7DhC6`RIBt~F9S4`>; zT36Si-~Z$wIyF}a-8T(gcg=<{;!7l=1hPg1EWy0Sx>64Z)SGileyKNV($E0AZADw^K`#Lt|bX8eY>2S?ohyp zefQAe@AuNAQ33F3a|LvN31MY}Ytgs*71uZyK!g4oP`rK5KLurh`JPNjT5t#DHkP~; zE=i}}bV2>ewqRGc6JKALgPQIsQY*@$tE%tw$lqszZy&~-b&av<&O9b)kTQ4FDfu=7 z*Bq0BcvvJzQlePN!5ZQ@+uRokAJ!jl3%BhZzr3Xr$?dH;{vRv`;LQE zvvk)Yjvb@PDRU?WO3!KYnDqzHV~_zDt=xk5XWvEFpXh9nm<};|60})RhTW(O@p@NS zy#BwuXNw5)4&B4o(rVQ5C(Z`(m7B&|vi3@QNG4v2Nc(50*IhRh4+>|xB5!C|dl$@4J*99+}D{`p{dy0aeMza~Fi`zy9I zp$r}T&Vj?#zqqe^8`C_qXYymyAYnp1y!o61^R5ugiRK@su<4bFweuvKb*v_XX!o#D%H(I2u*ScC-(?4Um)#VgpC0R>xzd zG94{#RAAkf4K4jW;pql?`O|E`|Cje{*z+VXJwK3nHGk!v0eO(yi<}Lo7hvm?5ODZK z!@Rz{WRc7EGb?``rmJ3uJANj&)`@a%cyRzTJvf^gZm8w)-f<|uaFT_F>S5=K0bEOe zHA+1)(P-f*bj!Pf4$-k(`78~U6W2k}^F3hl(i4{7xrAQ5d!c$y7xVo4JYI`Whe+u` z+_#LLH8i72(_2TKVNXzQr5wSKOsU9aFdtF61&;2_qnRP)?D8g}##^7`4pP@p1MF#Ql{*%7=s07{TCiE;g0WK>K zLdUJikpI(3l+35_&D@_c?r|V=?9|8CGX`MOY6)9ql!O~^5c@}1gNDn(h3G+Yn#qXp zT6Qg%dRn8Q_HX>sbm~8T*$y8g=)2pO@;c{AQIuPP_lbe~?p-t(oXFul#mUf9EWu#K zMQj!>f|chl#3577*Ul{C!S61k;-47uJxoDk3psyul6(tIDVVT_oW~76VeMf7JWc4m zeR4c}nsFLhw_RbXWF>R|^B%LFm5D9-3&Eso9cF(EL0MTB8(?`6x5e!Tr)%X=&ll}?OD?VK9W6xf2|j}OfJ_*|506#RW;1$em} zf^g$9Jor~JHhd+9nv+Hv7DSoc%ppSE3&hg9?X2{50vM^s!jCyB@&}cm65g}Yce^ot z&?RVczQ)|k>e1klwciw>#hKIC+V@YX|DMzAK@asVvi{=^g~>EG zy2#3=R!~=M6($LV;BUDHMZdfdUh7{3ccU8K_H_t6HKXT-{SDsFk(dac9n|r8BvC)0 zjKhU#f`*N{k(NL`(MwwWw(Iw@?!RT{PKy~^cW?2vkI^!;Nn)~jW>S&*+>O$laIl_A zVrkn)QqSkH&}p=Vzgb>{>3+vy+Xn*DykE^;oyvgPD1r+m6iSC#WMjO;U(Dvhd_0;Q zhMC+8oASQWQYM?0;}<0p3eI4wP6kXCr9jQ6nfN6mok037ywUnNO#MZLk3^?2P+foq z-3L+Df4k7GDnPAY?qHO|>8>S3GB`A^+nB^9uMu_p|up;$5)&v=H@`G@#P{i>L1jWtsvS3V$xb z`21=dqN+vRUJAa^MGXPNreW}~@t_d7QBmzCiiY=wr~!HB$wJF{i^fU}|G|?|$3=|K~J-KBu`e{C4b? z?K)tuF7KT_q>EUCXSnpNf` zmNbho{$>JizwHNU^(QeVJOJ}V7jY!rfg2JI6GPP%{VnKhR6*~*jwD>=os8nEwC4-k z27z~SrM7)CK_}k`KU$>Yv&0C{z9Hw5#EY!8V*%Hi83Invk7CMG@d%}fUrYw1elFSkl7iTPhT#}xwJ?ZBdS!RSA^99`-8R(~!G4Em|Tf5Ax<{V|hm z8+{Mu!NC$u`U*Vw>q+RcG{OfPra@=KGVXGgx|x|hf+0J}90qJ*q9G#%n>$6=x^6OR z;~Jyu(w^Vn>RNm|+N7dE4{EJQ)s*jz)Bx@-&Iud`O(@dfXJ<9SNg7C#Sa@P&6 zqq&Y0yKe46i5BgamyG51vps3{r3Iq?#Mm%Thq@KICoeti)W)`D z%kb)a7&;`Z+ElPXNfPDS&X+sNaT#Qhu`U_|?LD1CWTcr%2UNq6d5yFoVJcA2s` zT^X1je4QD7zsa}$NgV?FH{4;|JbKP)!NzxW7;rKN?QWDpOb_jeHm?Q0BLlHz=N@pb z4ufs$9HC{#ZI;yN2p-B@2yC$C+69HIU3C}SWpVgTbqzW<4gkkwdK|2u$0IL#^Q0GZ zKsH|?9d^0`J)Ler@(*$*U(N!Dm$R6-cnS~RO#EzSho-3uK>pm3tEWaVS-?n^JhTED zzAQ)Mk@P*Wy@DFG7cVWHz^&38SWW9JNFG>#vcbc-;{8shSS^Lo%V-}Tn+jI<>*33k z3V4;9f(9eUL(rHaSmj)XmOtXivm3{(&ULWBRUcRiy+`De*9g-#(H(shIZ3x!VA9N3 z9I>A|s#kx8hS+D^?q>rmZQO{~i)l80G8ymh%0bP4d$2mc5WEcaQ0Z07*St@MZH3eD z(Ntn)8CNjhR}I{Hhk)W8_XYbUo6w>D2(&I71MNRIGLvW{O!3Yoj$$`6Nt^)JylXJ@ z`W`epKO7APAcd+|{AuYoM zJTU}SKR0pB+d*L1YXj5W`ad3XBohKZ-{Y+@x21|7I^go?ILuz4LZ?Hy@M#oz91i@) zRmUk)nJ>p}Q+tC+!X|vz>lUhp%mc;4Q=pqdb8h!`!9`QcKC(pGMgPJ&N4RlWS+HPI zb_|_gWua5+V02N{fHv*6WW`B>tVdrOxZjbvPr3sJ8)t#2W(Iv6ypD#F&rwUvHO{q@zu=>(DUCwNGnlejKN&;Sc=ic z!wy_tH*oQiSg7~Q#@FY6!j7v&FtaKL)5JwkmNJZ--V?ZgPb98dp@xMu73h`ym~Hq+ z3HD~oF>>-$G_L~idtVQ}2iBsfJ`oPjs{wV^L~QM%JTFvTJn$7RY{sP06ykiM29!l+~261Hv}&S-Pi0A?}u_<>a9j?5Z<4vfT;sq(A__W$*t(m9&N$0=_pL4 ztc6Ll1K8i#LG!TFg74!zUUPgbw7Lo)38b^uv`XGGFqKEP{lsL?HwdPgYnY;60!ykF z(BPCkdCh~cY(OfiHBb5LVbtsNG(kTX>Jg-FCpXX*^e&x(Pff$neijjW`*bs3(*kC3 z`W70tuHupx{XzHCVBGaK5dG68LG%yeKRJ3}`JOPCu(lo^*~j1pn&Zchd&Un=CkM|L z1^0Kb!_MDJS*L$Bx)_*a`?R4rA%M=UvzwXWojtSzY~jwzpx2oYgE8jxR#1?p63W>@2va9!FWrJn|96qBK4R>@Rc7duR^kObZkTb5I^wi<&}j zq2d1j*vwC7ApS-m-?%Z0dTGmH-nndeO}So;x*s+(J(^V)!;9VY|A-rbF)0IKCQAmF z^beHXyebj5q%ui(1B*ZLH&=i1<*mL~x!IsiC`vy-&b`Z7sUTcb7B!^bH{C_DB8y8RDz!nY5SBV?p08V}Nfl$k-u_-1#^8i{iN| zQp1L=I0f4GX(y3ait&~IvS2rR7$VSp@K--f%daGk=PRbNaiZBw7&e(_F}3?pDEmO2 zVcorG*gJzq|CWu88P4HODuS3) znpn^)xdp9OnZmcB1z<6#7JM7`&@5*^53Wmu?8_C9PBV>g*#&IPtzip4+{UyxJ8bG* z&#UJXx2wzn8a+m0ddf=h@`~UNfhdikXbLqAd^f`1QF=u_?kyrr3=fOf` zS#Ti78`Ep(*)={ql* zn+G$AYg@DgQK?VouF3tSFU+sQx^YqH7ft%Q@c~qJHuIEoDHxjm4|j_^4d!!>gK3a9my5cEfCL43Ii?F8@lNo*GnyQB z2Qa2#6&QOxXHI<|^Sso0^odCV^}J$MbFG-C%uE8kwGp(VSc1*#jzj3a({THE0>;>H z1l_;2V4FoIwhdm1*?sefL2wn+FZw~XVkopH7BSPHGA_$#5{#FQgt)p=u;`RSP;MmFAFqZ->3QG~oh_Y2S(aA6T`*x+ z610C@3oVqyC`;dhE_u)S(V_x0IwZlk4kh|ss)TtJRZ#j>o9pj(M5Ws$E}F*hU_dze zGgY)FeNN1=2yPm)gQ;3vFwdwMOQZIqFSp<)icdnzn01hr6c3i(GvV9kQuNtHzjyEU zfxgj2w27x~yz9>_(m#dS=X!xFwR(GDWXLK(&Fx!gR76LRMJB9A2)}YmlGNw@YLgVX` zU^MeAxcu49{pXy+YV%rDuIXgKA6A0He_>MDz0azIswmL3&XgJ^m!otv%{(K!RK z;c)E)bf&FmRrj({9ID`^tO7n}T|uv#JHa(*FlNulMVaccBxbxGl>ILV75g8u*IVy_ z?{FvPzseD1EAP%XONwCu-Frd3=x^%%%tBlGw{Mt5-lOOicDpti-Y=^JwDE^vhJi1ovYS?dSeY%+9Gt;6ww)(m!Fv3dnTF!wa?mZM>*2-+d|a<9aN^=Q zNUB;18&x$p?~f?j8~UNgI#1B-quzY)YWP&00O`An&>>uhJRXr4AJ)dFeWk8xL#j&A z-;jk{sGy~S=C8jlfDn@lXfygay4|S*gQ#dQEVaN+!HgSy$cK-^uHgIS)R*@P!P1Rm ziPII!TI+5|9-ExobmEa#9~BwOj#rwE<>!_+ZDe zW9Txv0wPkf;6?XUv|q3b%d*n3WdV>2n|P{Y4Y0~03_Xr*M!PEdj@wJfjdYvYn^}O< z9O{?;Qj8DE^eKls4s_GnxYdUs4$Kp3pWFiZ_4h*O#o=u7t{eF8CEC3O7V^j;H$nM~ z^5S#1vHS0Xz-`eb@E@`T?)Q{{v&};6*w-5~6)Fh)%LJ4s4WLGRkJ&WTLBsuAE()by z#s5AF-WMppIyIatMi0NC;_4LX(2tQ3<%RxAJ>r2chQgJB*mL6+E{#>A9j805(h@sAJZ0Tm|KOTXdpeg;4?1xUKB%98 z4maDl16$5I3zD(ve*n5hw^=%6N$ejD#-{HPT)QEOxwstyb8lyeoc@_jJs1T3ish(j zohy_T)WNzw0_y&;fz?D3oAB;F=*YPXvIaYd+vN^JeThaS)?dCSs_a2wkR| z)88X7*|~Y#)Flq%ugc(!ejRG(<)R|^7aqS`h4E@_@P|WKmskt^90Eb!*9Z-dB*`Z`}Fj+#+WJDHdiAwGCCog6IhtJ#BYa@6!)C>XAuOXt7gXkIZI zn$I1EmNpeC>=JqRxcfZJkmiRQGf}zn4J$qHRw`@xLx^5Zx!3v6gtFncA?+6Z-~X8p zk|{4)Ow>UTU5b**wCtJhjs@Uo7K3$tsxWka61p@#Wa*p#;gjTaKKyFO+nvBoDqxi?IlOP%}iA8N3^U8@I_J zz5NJOP0z)U?i+L-UW@T#3b}XM4fwV%4joo~XQAoYY{KF5=+M`Vh1@AdhkF+V|I$jH zIUotlwDs}d;1F=xHHuqZCa#o?8}BSX$xKU3dEos(bcyC@I?$R&1W;eVZ5HPBYyyA7 zM($jC8fUA>H|^9<UMCDe-8c04mMbVbyp+G{eG26J^D*FtH^w<%MoqGnM3k`( zyz9cjei?ZR{8TJ^aW2M8kD~}fBCc~(VAIem&`|ah1VqjT-9ypjO1;B%*X5(;)!!0P z-$866Wm@yJiG#P%lZ9R7AZZ(bE~6fDv-)J-U|RtLyc0lZPKMTLwixQY3cvl4kKgF; zGb*u$2H6Gf^OZ6aExFJgN6b~l0?eF8`^ukaFEBn8+RvQkHp5q=+u0JZd@&#E7LZHe z`ytw+6tVcwSKR+P*XNbSP8tPnvQ1&T9CH~?lbzD;i(XnY*T9Gc5Pl%9~nL1)Xl@raqJy8B= zm|*bg1~>Hb26u1zeg3=>47~SZ?vINYx?=*0&D({}3`hPnI}~0m-ubVY|6feFxlh=Cj0KBO4@e? z#BBqmowtgiZ94T%+UdNnQF8kf+P5s)!PQqk63ZbNA2d|MYhUV0c;tiZ3>jSk9Fw4w6?%_KGq0*{%A=x~=<^VEm-H&4NCCH4<)2`;os5cMrb zUpvOaPZ&eT;Ol67xey$ted7}I0Wf0ZSkQc|7uRmy` zS&;)4O(Czxv$I&)bp^~9MMLJ`8DKbgF<$#M1DqyaWe!*JgdUGl>{@jT@k8(bYQMO9| zog}hh0<-&#_NqZMahH$?@kS3>Tz4oKg}TzLtV;TN&Mvs-sYd5pgTdq0a8N5p@ql3B z=$p-CY2iaL^Y#WTdLkn)^G~?uZW7F_piJW32@>)ALqTjz;FmfUvUXe-Mg?-g^b6xE#zYvxgJI9t-0!P1~=IFfd|Z93%+rPPC3ivX18#XH$7u!$%FybRS-dGD6hPJ5NLf0;})c& zR?IeZ8GM%+YLWB9Z6TKFdqCr*VUUtkho!<0BSDZ;|?{hOz0}bCgTmvXbGL;l$ESAR|WmP)*#qcf=AvF5Z%23 zPOVRvoo5*{9Jrr#4Ru9L_8aM{hctJU?tx&FfjF&0h209`KN*}B+|xpt;>>ik`DYq> zPbSvJqaLnWs}J&0U*4utV$7=rsFTziE$3bVmB<~Hl!ft~G={lv`O2Oy&meEpRWx3b zgz{-R_;EFz0k+>@;rfOUo;;CeL)LI&d?c8@uw?PS zNZ19qw4#9CLqW{N=OdfEO#r3gTu}crl=qC@4rwtzVfriu+7d^sEo2nf`0vGWytEmeAI}6k%KkM8ubA9+f@;SY$~CRI z$7N$DV&r3gu$@thO{1fUJA6?kn?XC0FUP=TbPeB-cbS~P8z8+%j$J)T*lk$`id#;Y zcf22(ZZ_n3qt>9E+g1!(77VW)W<%03a@M96@M;sv@=6Q%zoDhzkQXGidQuO{UO#wu z!$;nUzJiNpS94jMX@}5#U z%b9}7w^-W0W%AOoPo*ilIqGiI;%O7}U`^sh41Q|?`ZLTR$zUA#abj8h5sZFMbg{eL z5#Jcp(9XS!SO2jS1Gk^%hA*E8zS{)|9T5YOUT*x;_fT?gn3QXLyojfH=ElsYRX8%K zmVC}zK(T!~-{vqD>g-B!!YksgoL7S)(U*HFBHUeLCrZ(4H7W&rV)?xDn(h^O7PR( zL+pPuT-BRArc=_Gwr&p#)IY$Be$^okuODwUvU{tedyapp17(C}nLBDxZpvWWzHB;|NWZD@th(J%Zonzs@Ab2se}gj!5`G!XJ~iI+NvG4bK+kPt|WZY{0(0eBevi)p{-v5M|= zS~!pPbF#f*Dv>x0BL631{&pwfRdgZ5uUms=vyXz^$=%f5OOaa53B}&y(s9R_P-wNt zX07XAGV!r);r1OBVy-2Wr%_hP<&o6+#cU|YTx^}5$dXUjpg3``)U=DvT3^>QJ3azj z%(B2SZacI_Y=YL;TbcW}5N^2T3a>tvg=$-8DEg#BcL9CgsGER}JrbCvbq`yI6bWY5 ze&{~47}CYDtmum&G?I@nFE$R$&bBa9{U#>zO#^M;RMxN|nwh_KhwcThcux>{GiU99 zH?cP%@9t6%$3>pMlqjb1;gF2CfHDej~4$reTWjyV!#g`W$DMfYq+4 z&}ndzIDMZaDaY?(+9h8!-K7IIIwe>}oSNBT)s*4;B-9kwlNdYi<>hf5ys>=)BeID zdycVSPTp(G!m@YT#G*GxX{sEx#B)(OGzVs%P@^ej!=01KlQAWqpZJ%~sksN>+dp)E z&*%rO!UR<3v~XP`Pxkt)J|?UsFKGENWlR`*&0rhVI)zxyK0o+X`mhkxW&`iZZp^g6ZdUr0XDP^g&(=0sOqB+zHey1+CY8k z{(126DBZ`0#ejvf6x~-(#1N}A^f-^bY~m`xVetvBKB-OLfx~p+QozLw z1v&4p|e26%*M9!?n}f=3JC&tg%j#XDX(0Uk1i%=sM(t$?b=WMU6Wuq z`27kxeo>-v;X;(HN#&1L6F+B5ku=0X4NcqC++7|;9h>(O`Rkj~@W%_G@pd)(8=OEp z&jld<>o2A?jJkwRUkE?+Zb0{z2V9%_+6EtEadM3uZIftcVEdN2`B%Y+UW2gc=v*|M zM9h;}zcJ09)IHpPhBfu1bGfOCRfhyX=)@@UC(vCwBv_E&9wT-zv3A57}F07HNjRfPN?$CFM95e6!g7(*`)AL@1Jp;&JTam>LVjeNAVoTyGUSg7yi4qPbuokL0q?+0x8FaMef_VAY11`j;W(qpLdZs1#9`U3ujT?+nUz} zCy>j4OwwC+GR^0X8*hTEQE$jS>}`I7-W8W%-ka-aIQ}LxS?7t)bbd*HaT<^Qssi^| zPlT}rpy_u2!&>6NOYbg=DRx1v6Nr8vk3!`^>e8HwX5w4P(#|?>2s1ka&GWLrYwsr} z+x}Ih&e+C0os@LbNk6ImGn*9p{10 zc3V+&_JOML`W0|(G9bssC#E^N5q7*S#*XZZ&~nWh9Y#K5U?zsH#+x8+=vFmG^}@i! z9ZWQ5JxU&gFl8KlkAJxXqVzYa$k}n=TS~4-R3#Erv~GQGBDdod)^jzSbil4V&WD--CzSy|3zIgjRErwPv$nOeDR}p zBC1yW%_BdPKOlAx_X@np!hWHB#x*xE{BVd{K3)p0%XXmEgKj>rLk>!xL@sHKVpcb= zVM9kH@ysZ{WG8{>ISHT+y9+kthw7xCV~m3z2Iw;Ew?7@VKL>;9z`K~dyp;IK72Hx= z4`d&waaoQvm&dIE@!QmreZ$lZPRXpjZur{D)?Sv=H()5y~$VpKA! ze~>TY!3(ydhuoDvWYm>DA}vqO!C@KI@cvmDNdEnUi$69C`UnL*&veD?xMq)EnflM`B;&$^U-J4D5?3x6cCJ7&r=Rl4{nu#5&;4S-d z!EHtaIac3DdoL!A<>|iQS3DBSXvX0C&KWuy!_f^d!-%`~*mRiOeVhBB)0#V=7(Riy zSWdve;eKeS$dk%n9ulk!j)4AwdEoCn5A4ola&hE&N#~z3Zgnw?I2gu|IdCDQX|D$y z*`H=`si@f5i;TYubP-h&Ikm^!hgQ;wqUUz6y0cAc1z z9KB0wLF-gBi1**Ye|s*WX=n)dE%O1rd8O!59SzaT3IQjYTE=pak>BJpoY$bLf*dPB~L$^%}b{}vFWa9R<> zJAP&kuK)79^>tY7v;}l6){?K_B$l{S#(DieJf=hrYc7U^;V&7u^xjEqs*o^cMG4Ie z=VA4>WC*{18{~O^NWDJD(WsRii$5p9qoauJ#_lN1m&3+$`7k>+3exUfrsof3C&tmd zP&5xFR7PM!(G^xU+aLdJzXkDw+gbM*nxD=8m0!v%Li_u}{vSo>9~J}lh4CSjY($75 zB1A;YCT8v-LX;sw3=zo?5g{U`l2Rg~ACr`lNf|{_&D>Kdlrlt1Hrr~&X4zH@vf22a z?;ra-`^T<_%-nm=d*1i+Vvt);3`i33N+X()SIQUrf5|D zJ%C9QQy`pj0PZ7t!skV5^lQs!vDb$XyQGNqn@Ad@el+Dnw&Lr@;aIVK4!pTd{;(Z1 zckRhwkGmA3*T@QJT5k<8 zFWJonSLX7HOLM^G$UY3XlmZWH@=;v6k@iyeQ12Pf#Ppe#Rt#rx{4?{Nb`SSx&Z4xS z55xG$kRNhU0&^57Uq}7V-%ot398SaUYnaqOp8M_+VwqaO26`txuO_bR#qP{c zeSzz0S7}>%ot899`+?I+cUZmf4y-dii-#wlfYWo1p=qTLMqSK@&lhR$c;*!7*cow( z!Eh*btwQPLBcOQ^!W|!~xaZXw=(ue%dj8=G84@{Vxox@JCK%fG16GPJap9w9l6O~5 zfw$RCXjAtCX^N6(^jL`-59WU^jY1COTL2A9qM__S5chHn z=Y?JOLjn$g<}Y^W?wZH|gV5TVGD-=(uu1!wtETQ@x~frp9G5`#3rSs}n#3Wa(Cw}Kz zjruit@w`nSO1lW;BTIP0*%M4TXb>09F{B0p|~K*j;l2dyS&rw)&IefGYs)d9-V`^B^z8OWxeH5ex=} zgCcGY7ra@meR%9T*c_Mx&hLn&Q&kSKg5S8;CMhZxq!!OFPeSL1<3RrGs#vdE4^4Y6 zvHYKB(S75EF3}~FC!B_|Rbz-%af(tIyTNPrW^nIO!rM0#f_viv;-PPX7}p4PXD{t) zUbph>>}1NT&&1UcVKBRnW|a6FTr)$-oCdfOm$(w0R?Y>@zl$+*&oyvLbp=zg57rkP zr91LA`mdgYj`LD^>n-|y{CN~QbO(uV-68RvFC%~XD;D{UG`#_1P_>-)_N4)=Wr7vY zk9n-MJo$~i{{NY~Pzt6-6`-E_lqRgvjcATw>_$4 zoc?_y&#T;yPDN*+`dARgEuDlWiaqFcbp>SSb;tH4HsJM39jC~;L`Cm)v-V;%qlkp! zPa}Fmlh63?PeqPr$fpqR20vLSz#eiSnfuLXC0ncf+SPpoV&WszR_G1bWwE)8pxh`RweSvjF+#Q^NsVS_sC##dh;A8f%Q=-jyt znNI^t8Lj}2}XyDpzZfD#6j%fW?9!zbk>MDelp_a%L*|q zI*ht{uY$biZEfECN?a_t0~@d=P+4Y$MUe_DKgcp*FOu3$RpymjYdZgWAB34vyL8BYh=oglS zI}AfH(d9T8>~lchag)J?y!2b+)KIaY4?N2}LcG;NE^Rx9imVK6_@ZLk_cbtw^aONv z{)eZ{J%K_cals#@^Uuko$@<*{^`GOwV`~NZaWc84?_XScrCcHz9SaR_Ji+AA8P@JC z2J3l8xq8S_(p^jWko~0VeyL^B=sF%o{^O--h~mUhObvIjThB2YGz_7ZnPp4C0EMV|=vxd3al8LZ4X=-1<2J|IfzP z?fqTiGc^HRGEbu0^ieSSq#DL%(Z1!ID}*kJfc*2jsq-xgy7wpl(b%iZe6J17%=fS< zZvov;QmvvgnTM%uF(^KYYkJ_yALYlJ(x-Yx^>tbcge;vGzWOE%_WH;GMuWW3HUIGo14^UsT3Ln0r4&`gq_ox|+ zd&*9rU$;TnuYWR_Y*sPd;Sbs!Z|`EO@4xK8;s|{EaUL298hKhuAPDVKw3XVisAP6H zvs(eSA6-q}ZzVJ9^DA37Hy@kkP}bA#KE|FO1Lo${IC^U)PNRER)Z?PIWoLsnV5%?9 zt|$T9J&vH#R5omYgu>$Eow$%ZAvBh%;m%h_`rfnM_|eibMhN_fakxa5WIUc3~H;w_8ZgS zS+`_dOqxSI`BbIH8zk~=VZ=lU0aZc~^NrPl<@qs~{^Ar28I%F-Zt)<~Os39)+tAwm zHQ%Z{jbGhQ(XK3vHx>~CDS~tp`@!I76Tmo&6eyc}j-aAvV+_ zlPpmaW6*f`aPsS`CBfwt#2)eBG4UIDlnrIHdwtbf@14rqNt?1=zY^u<2brO7D$BVQ z0m^-IpwrYC1S_Vpuo^eae9x($r3++t*ML=z6CfLSoVRwp4fz=-SE zE*ANG-%!vxhGM|(DDvS0ZcwG+yH%8TkxfK<%PZ*EXwL-J8cA!O98EO8@tP6&n4hTO zUeB|5pEuOeB0I-a3z9%_{F7F&rMKj3R33O7T?wLsJ=$FfXVHoJ+(&*Wp_~TwV}DD6 z#MpSKzF!5#Qw*RvopKHXqq%JJ4%RXUpiX#$6`H$4z*sRe@sDEQ>x9+rH&Hrz6qA0) z)|ysTK-; z!9(_J%^C6sXMpsCA=8g@#=sX-Q9f}K?$Vuu<~OV~ybhK=bo!ZXIaDI_B!wv_&OYQMVH_O4GqIa4l%!>Ui2;XIRG@M{GTP z0sRI>fJ^&I@YzgvbWuHXBtMm{X9&F!W3lmk7V55@;4MQY@cI4IQ7!(HtxT){{S-Si z{y|<+lP#EG?M@l^QY^i21;s%lq519w%E-E)?35vQ_nAeVum>S#E4{0yFGjDS^gb*m zc6je~tmDZRuuJQXgZjsVaK&h756*^lid6F09D$S+0S21VXIc3F&V+QR+fS^Hbyw*7 za+7C&m!Rz0Xr@0!d7NLiiLItl_wLlzqc<0KYML!jTx2%P(GwH0#n<>%1C5}Y$ZIJan&Kxb0angZGObo98H+mZf zge36BgNH!-^cYNvOv2owr!i%aIdnWP#Og`MVCjYu6fe2Jr$vy5_vt5z^W3Qrvvv$? zU9%Ad^ByzVZ71r?ae)B236B{^JnS!(#Bq4bE9o3+zZ{E&HkFWHVGZ&gi5PpEc3(Fx zLjHFj5QRl(L>t1i?#`~LnUTeXdySb(@(A#^PXY1AQPA~n6}ZhG4XO05et(+gy2@6z zc=uhj2ysDi-+#Dr_9TvngV8Y55~LB9n19F?gSQ&u4n6gHm;ROA6XPkz%)CD;%;mAxC3PF;6h!J=Xo z=#OouH*GX{&HuvQJ--dZ=blI7-vpR3em!ZFJt2Cc0-HXDu$Gz2!GZjpEeC($$*+$> zidqAPo;yKo?}5@?G`HRx%S`5x=DTJJZ^`>6QT%ie>R1t$_sqoLJ_h(=BITUk@1dBj zKbRd6Bd(eS`1U#!hEqOl{3pp)%EozhF9NS!3T|8dl*bl|G4A_IE??U*-SJ@&d*`Tu z%0V6woREqHphsz?EqeX^f;m(S2iZSjFqA&!-lNo@SY%5K{!EnaapMikd@y6w4b-Mx zM4jPPUMjkS2`)PT-_vl^FBLjNTc4X#M6sSn#bDr|4V*BRt_{Zu7ZmW`Et0livRp?;AMlO9+? zOrAB`*1PHK^_fCgt;_%*8QCc@3o3SPz?oXgW9duKJ&n4j<7v)3M_HPfgXn2X+$!qc z6kDheM&*F`&RN=TTtUs*Ds;Kw0VW;qnXJ7Jci!6*O-BXd*rjxrb&9||W*E%g9Ro_$ zYw?g*=TLgpkY@`oVYN{N);>_u{^>3_UWfy^%~TCKQE%EUGl-?WL`}#c+_#vc=3*>y z4l1xiQpc6=nlz@3chJSb1R}O?Lz{`DvsSGKr=xOsdvq~``4W#`Gfk`Xi_t20X{>DAfaD(_i2Z|u@#u6kj1KOxLw01_J)2Z#$+dD%e z^6D?~#Bo@8ISn+1)K8kQhG)#6?0uJ2%p@d;uM5lqHU0c_%IT8wttI%l&jsx8nF&El z!YPxN1}=?` zxx@mQ%&jjMVd>T5;C%Ku7kJIpsPEUa{P}lT`Ul!q3;ZN8!Ao#o%57R1m~nq6f8t)I z@@G5CA-IbRoYmh$1EmH!*2u{Bk_x)?3!3>cHE1Pt$2*nTsK2rqqKpzKYapcW<|b&$ z<-Fod8R*~lKGsmkJ zKxuMATWRP=eYzX?i}|6DGFuMyJ00M~&|F-sJB@W-3|gD3S={)SOny61Ya-S0Ui%7Q z>B}qRgWZme$LCQ#@GdIy3bifmv#{-|JL=p&X;qdEsMB0vWj!x~O}>m~zX0lbMv36^ zN=f$0q1f>DAO@c=#s=@6OtpR-IyOZ?1HS>y!--Q<9>oP^PsOHx??ZXOOlbIVopp5H z<)c3)!t0=O=uLN^yu6>rDswgngmclgZwA1AxI!J$u=Kf}RV0$JXg4<)T7?1pC(73kKm9a?_z0m~T~VAXXx%KN3GSZfUmXIoZ{KA>_~#zfXG z+{RUfg|#bStX&pnG^G+_#~9LhDu3dAADWXaz+W>J#_CQGf2t=sv~@$n3o|hD!*Nu6 z{)-8o{;i3#|j_G1Tm?Jvy3meI2?`{ZGqVny2IgL4o74%nP3M4P8daJ)lI z_)p^{g1?7KD#xq=S!50<-d2I&+b+rSgTy-iH*2~s*$5MF7lXf^^k>Qq2+Tf8I=tU; z>E0pebX<(i4+9$Q(K6&J1~pDZ^T4H;*N=8ji$3z!4-A*D)d(DG`Srz6_S;KllbwXtwUxYPcL;R26{2X-cqs3@2hIht_+)wp z<}d%uQYt2(V*FlooNEZtQ}1Hs)+@{}&70U*$m5>IU)v>`Z5}^nY#>#ZimKbK%zge<6#l-G31>}Xw(J1TY@rTZ3kkQW^F^b|>rg++4lSo@ z;N^Nc7bk~f=AYGIJe0fvE2|*m=uz-qxCL9oXMic~)P-AyvOxW5NWGE<15Rbr-aJ+- z8ZKrj?xg3}9>%z=2J#{8fP7+1NY^+sum9pGpHZQ8Uu%H{wV9akVGiZuR$zXlk_pPD zp)h;~#+k%Gin%GsGJ0aK5b|-Cg+O!pMzq_p7F)=(Dct*9;@3Tj8(L0<1H~0kX}JN+ zmfhkNVI!gGc?pxYZ32kMgRq~sL&VBISlXc`*16|A%3oG%@<^X)JXwjBvE9*yrGUKU zCJS2717dFMC2g%IYovL8Y$LH|UQ%z#$bJy9v6PJ-QGy*kjssNsK+(P1 z87wCcmdz~c^jJ%b&HP%{w&yZ2ui7M@xn0mY{byo#R5E4A2dzp#ya;tK^i1$ULBt@Q z5b6ciM<;US!XR$&^KK}=Pr6@x0dpP~jmEfy{N5pjidPR<+tJvnhhQyT0)}&+ z^1zM60cr3>v%l%SOxY(9ZzB(wpby5hCGxZfrQkPuAN85}VO*E{bcX>N+}@8(r?hOQ zO&Sir8-n{{&S2{0n^+fF$nrB{iEX-)D?fbI=Ea(Un}0XZpWDh6X106-aWPxMgZaw$ z5zwk552INppr5UU|{6Slx!KK4UCwn~nH z-*Zp!v9Tu)e2cbaj9Q{|H{z|`XF}P8T3$Aw3#&*=gp|f{m^tYfN_Py$es`|H zfb*n(U&-ao?E%oz_^(9%-io6-0Ze-igNjHC%Ca7Tu+XhANS*}U(L$xFr$~Ig^f7NC*`D6&n4Yr`V;?2$aM{&!2@uUr&07pd}M&_M>iaDoI-%!Jv zza^kk7NG2Ie;C`h1ai8QH~ZgP(3nm>)5j_3v9BEbEojeq_dc{-|BDZ|MHF5f$P|%d zm~+!zzRs8!eNPh5VcJxbj^D!@GJRR=DJ$|VE`(a@I8a?74_xwoh!|PPYVKWzl(Flf z&S?z!YNbrL%Lt8QHo@@vIC_UnU}f=?RTCWL9e(BDO?Pefo&;?B;(|No9|!rXILW&Q z_t3_-2)kz9fw&(&V7NRIn*W?ZXND~l#+-vlNQVtwl~8xv7+;L1ZiJVY_#kN|b>o%5 z5c2p~KTYEf&u4HudkOl!NL1VDK~Ci*}p$g3frE77qnOMTRf>O+ATrTZTYr zZ|WC$bzAHFX)g{RaSGekWr6vkyqz0nn=(#(Vw}SE&5Fl1!a<>R^IQsWRN}t4d)Jq zCs7x%WqP|-f4MKSv}K^*qGYW@N@%a%4ZhAlhJ&KwG51&kYF(4T+o1~ePL>eV))W2f zsh=vx3@f7?z;8ns#+>kEY25{&UvLo>qb=FWeI@w$%uz7u?!`=IQD(_uCKu%YCONR- zH02VP665)`rg`&J5T%c11}Ed8=*Brz4tmAp-G3t1{xK9yF9ksaF_Ax6aVR}N-E>jK ztFwn}J~7ue`3+6$F7pm~i4B43^WK7_LMpC2c1EFbb@`aesSj zG#Jna%nDQSVdYs6dZcSBTuFy8jKkQNK@gcxfM#8W5f^6^PV+sAU$@)=Y5Z$$H}fz= zk%ve2rvimzd*Di9-&DRlOg`N~k|y&%`OLyxOkG79^|dizmoo|8gr9)GJ8HDEw1mZU zAEpHi0GS2t!>Tv4>cwW@ZXm$me*z&cFrB*(+<@{~O6onE%Dl4Dp(Sbq-|<%-=~~P1 zxi|}&)kS#r!)@}FE{24gd8qiX7T(^viD|-8EVBsYRvNC@e3qkq!E}kEf!Gdp(Me3g?t)!Wy{Md+*E3@GA_sb}G%F+F> zf}5UOL!B=zym9ITY*Csr|JZWOFS8U%y(N> z(Rva4boBy`~a#yIJ$Z`6Q29a+`U+OnPzz5Y4(0gD9uzGaavc>qA0)K zeN`grPJfjIexSWcz)6^LD;ex_qlo)Zj#A>FC=Rtq(yC5?|88R{;~Iu@kCLY=+=xk+ zEP#`dq$vzj@~mC4;CehBO<&%kPJp|ReQ6--{+NXicTivJif~Z7F>rqs#@tN;AYgAL zpSivW7x&Bp`HWG_!EGBlkBq~Z!hPuI(VdAl$Rr)%ZOq&^m-fDYPWP*|2kWx_D4ai$ zr^nrZuz$56e>xU|Cd2}YeuDfjGPDSb2gT3Cu0M8Do3_*+ZI55&)kzgFTz>)g6egmn z%nElM4TnAr8gR@B;r%Qxpr^|%Fg!;&`$>h&(MZbcdeyNo-400oLCm{F72vfr4n#9z zQTMb#+%o+$Gdo%W<@t%!7heUU`8(MY^DKCle;h2Y9YmF(iph$txJq=E3BI>5;f`Ub z`(>Y2yj6wXgG|8hivp!)bT35&(=M9)LN^?tNofVj{`B_sa)79p`4}_Gf(I2m;--^_ z!60HV3%BGmNAsgFfIQB&!~Y{DUmN$#Gy>mrH{ANX6m@rdqkU-^j$cX4=5~K*mHmWE zQwqT$(SUZIp%B;5!sE1_;BN6B_dT(m`tFL+Pa8*9=oKdFA(rIhK<)rsLXclR?13=c2D^{AhwZa%DZfXorVE#_c9S=xZQcpKyUD*WDFo#*57zqrB{L`1e*<;Y z>57w?{vR)ps;aovS~@F+NFet7E}Z%N6kOkvh9{?Iqh*^R?Wj4Q-F6Zp#+-vUQJPYETP7!G>h5zyPo5LY(%rX${;S%M`1K@dBg2sP@!Qp$^xYF<@mhQQV&0T7+ zNjMA)b_@m8su#>8A%G7kIgRiCNP)J2LUeX1h16?B(D>E?jO7bJIqvu3moKk@$Hdhj zil;YOx&^l^dcfRWzwr8(U8r+2h08`QP-8Cw-R_uT!NEwXx zK01cn!5v?&!&`n3^RMTD`P7?`+7by7#39fXY}yXdPF=>SLB*!}3CCX;{w% zKcC~`0YU3w4{9}6UAlWvkeZwS@(V&ZYn zltc`jh=Q1Gw5ORiU|0zY|8NAG7bKxh`caZSVJaBjR6rl+`{e)11vo~#^@hb_k=c)8 zqp@dD@b!IhuQ?@XILi?mH<8EHmS(2#a%T3R5KMx6SYE(=XgF<+-FL-d%V!Vn(yGwkZqu*&n7=mX*E5Ru=3g5?`MsaQw>-XO= z)J=cG6Vqr;FYQWvh|Li6AcViY*9+yA^H{xu0)pqJq4;S$Pjh?D%wRlL?WNshL@w%e zN!T=g3B-;x#VPAFAgVt_p4tt3?7`DuQcB+1yD=!*zC!EO)eIezyqVd zk|{+OBwqWYVEO6u*bu1Uitsy_C!RvtXItul2uJ0yFB+>Q8^P~#439BNgv5ym@=dXY zqJV=EnW%#a3rMROW!qkCgiKILKRFYpd0 z>SU>;IdRl3`t>Wh^K~s)`}ScC4SPXI|Bv_F0`TcpiuGC3!TY5RoV7{DxCLX-!jF1u zJT%bw-!!nE8Ueohr{VuQYai2&S+qgS0;ETn(pm`mp8c?G-)Jb4t^>op-gy059)MRV zwjHARIl~)*wL>5~JQbA-D_LyGd9c;@Md_Tctm)G4Ok@x~T^wqN9t*~R;>CL2HV3@5~1MF#0|nnT6In(m|0kA7wl2_}HTfX!^%3>V8@T zY2W5R(DGkd*pAa6Y~8>+j+e03YnM@Pe};MPCyz?WHgNxZnm2FT1}@!0q0&2%4ceLx zCXYX`L3im6y%oni$BzP=SC$a*au>v<+JN9kn#A$QOD6Uoi~2cNq5WGoVp1&vn-f_m zKi0_tb@{0NQO+F065-9oWGJBTuzVZ&jHU6~xL-sV?MvuXujAaZM*TMIhIiey&!8i7vU$(o1q%=hg>F3^$*F(|H84d|2gh$?g&+;N!Zf+1T(&J15Bq= zUZtsCn`Rin&F~#FEBVM&B~Mw$(}}1KiDAmY!!))FvoVl#f}F2uU@)~9-F5MpwyK&1 zxzqi={5pF`-x1rc)HAb={QoZhXya6?h_CH~vTY{(8Re4_`ukwubYlE^ZH9!240Pw7 zYJ#8?1*3+t0weM?9;?FZ)2@T8|8{Qj{2o~RMNGc(Yg`pbeGeys@Z^kCG}-LL6~#BS zCaHIc3sem6Khn9;(*;c$9Qo_&yHNjn9*BNg4yz3l(XjV>R$mi<*9Rqn?XUB|HrW}k zuZqIxmYY~sv;~}eGSMYD7wx(yqUghA?zChiM1)aJkYoM0$WeTI45WV{b=A}nt@JZ6eb`8gXzi#t@mq%Ec zcL8tsJ|7)jy)dkw0GrD9fw=Jji|HNClm#EOu_MSwb#MXqei#U`PE~l?uozYGv#|4V z7x=M4jV+yp5~m=0aGX1u<@MPG^#>-xGo!1-1k_-_2L&|S%|OF5qriCTP0EPR2a`cR zbK69Ehb$}Qf=1d~d@7tSdhtbDootBa|0EF?+m`E$e*&9`NYpLAfpvCz{OyyIRj}!d`NF>;nrJbv97WxkbJ5@S+0`jJ@ba_bn>i! z$w2)u0aK2d$y?$dGV4b>iI1=5jqQDjFHj|Ucd8Tu9uj}qqn6iYXETxKSSa<%M8&^{ znR{v;v`qLesWaJxnR(R^UVjZLFQ~bRM}O90{E-Vzz2f2vvqALBDrhYn4*hN)0kgRY z;N5%xL+#WkkNqwYkVf?U|9P16zw$EIBhY8+anSuF+aK9)M@-w{=%d!nYv7(cE zPfo$PcS-l}k&kb$-9uaTb(TG?3d}e6B7dF~?Rxrx;}=ifRG!L9kDSK=Kc|39-X9_s zt;L9=|8aBUeyA(l3=Ln6;qAoxAS_Ij_}7pJb8;6Z5Kjd~9;5DlY`{cg9}ma1EmQ)fSt+XjmF~pba~3fN1IhkVo5bMFiId{riy_&%F$q+UFaslgrp^N6LEP4O8Z=gzqjb|wbe&iTo=)>X-0+q) z9*PHPM?ZXg;1qQ+UEyi#PT?TYB`okeN8X7v_LYi;^2lG^xpfmpg$#q}L&w1E@6UWk zW;z%rxMHUAE~o<=xxcd;x=W8@WJ?P82Oq=Avt3bcdYZ`^2lBwqXgujgJDNkDpp2gb zHjCp(H(3lF;w0|Uyb>KFj4+Mf7?rs*V8=r8uqeobkWTvlo^H&blRC~`EhHb;13t3i zG!8I2g^Id`X!9p&^whcAa#hR2+^A#2S_Ec$CD0x>hq^1Oc_Vo@-Pa$+Cu`JbGV2Jm ztm?)+N_Szyx>%H-xWmda!ZGKR5@i1=xw8MCTCW1iB}U)ZT78Ozuetf4@{kadBnAwd zE~04WW$H>8iFcZhvEvVwU!ZHvH+9oOTzlR;4&a#*>hgn9U zCk$6z0!`{ux~Fc5>%NH~@Od~84H0!CqS)*I3LvW00j%b%$MCLq!1Vrc6wI9@ajc;} zrF1DqzaYQd@Ci^cZ5Qc9U9m1}2F_n}0#1ItfxfP1z{HfZ`IqiszYTW*9vy&;_oN+e zZ`BHSRDfftoO`d&#g^GA&>2zYpq?3k$-h^iW6w3vUSa|<33pjg zUMhY~I}2*vTW;>{mA%9p6Dms5+2QFTQ=7%(ktrf7mZ7v`?aSk$+%VE;X zJV>GY!gj(@hQA&~zoEy#!Tc^JE+sztvS5k(_8jimzXs8D2}IfZVGEs0Wv(Y!YbIrU z%_^86C{-KaQU(s!dV{++WkY^FgQiDFm+e%cY4K)gN%Mt*9vlrOZbQFVGqm12jQohl z_`~HK+Q$!q?8swal`sYBv#Gy2bsKc#AzD6KjSnA%f$V#CkUKkpcZWBQoqrUfl7y(} z`x^@~_JO$4Zs6ax8x%XvO2o6PSOD!CZ3Uaq@OL%(ZdRf0Y&Fj?JPA8&Zi2IbGR9j{ znU}L6Xm3%@-e?CZ_ZKs>dkM^sj|KUP_nMRu8?j;KRMwRGo(-|jAWdh7wyQtgl{Z%N zt;8UeKdY0d^*wR*+?z0HYbqKHnS?%rLcyt!G(C+0bV!qkUFD3OQ_g}?NVDLXrC1Yq z103R%kiPpKIxaoP7e6S#sDhs%XES+n_shZhM-sSgl7P3qH&)DF1~ZMSFgIU|`F=gX zwCp0v4jZz#o_}%OS~I4nw{Ȉb?|gNy?|q2Ch=P)s6ELq<8w-a zDr^~J2Jha-L&_30l$FfDfT?5HxBJ;x|Astj`YLF!8pv!&-yXt`Vc?Ik*gkI&ST)&$ zU{iP2VUUBu8?{=45?{FU^ddfK--Tk%-Y+K$^YA`jhnF)#4UGFn%GAD0w=gww-}vt2cg$# z^1U^GVwtlk^EOBZUKzJgv-}#jF}Q_+2|E!-tp`~z;xDg{1x3(J29gc5vozyo*NU;N zc^x#1Nryw zEGB*>x*0oRdpt1_U*>5=l*cm~P=hwy2m&^#Xg)Ln>*y@dee>c*1{a||Vm0oXc@O1Q ztGKnqhKcq%F!@-UMV#(7PJb_m(-3xVze{*;dixx{NK-Bp_Tz1Bd$Js~YJH&T(DfFMvJGDLF9Uthh>h&pyOIDGYICLO?H&| z+@q~rZ3n8}a@G*HfXP4Kkp!$-3|>atKz#8GYFdMc!4pCLz9xy~e@j6(z87nEk2;`(Ad{3##v4j#u1Cn!61ek9lp>VlD~5IBIP(Ee9Cx|yq}ABmV0>J6YTkTSP~ z2@w2r3OQ?$kE1?l`!|mi$NgRr)_$Aorlez zfIA+=K)~buP+L=gqYE^k%j>O4b-s+=4RrP%vqsUvaBUs&z3Sh&KZ_`WtAy|>*#^Wd)FoOTda&L{%?$Rj)=Xb~v$GWkn-7vz=4pt;H)T|26v zN*;^0yS<^~_cV02e8pheA?TbKK%J@yOm}`ZuI@}j+3Ro2`pHecGNXt-%cDWPT#WMC z;h3;{7}e?I6$k!dG4|!OhuuC_L`VEAE@)$p^*o_BCLgntD~k z8@S@s1{^Lafs`r9(0r&88VAt#tK5Nmo>-3Vc9gH?KckBY?IT`&<&O2C807Vwx1Eat z`z@7teJ$}SGAy{xWIDcoR|2MEw}5%sAgCL=8uKO3v=IaQQcp@K_Bt31L9Ve({^q&X zK}mf1zBeUXAF07cX@Y@wH$#B_5cMAZ!L7Hp^F5_$AjNDhwG)6KguFLK51I5vF!wOr zh4R}!@wbQ5u=1BXtm2d_bo3vCx*o**{d|?FD9e%-U&D>((fkE+v>0Oo;{V=o)d?x} zXHyqFnj~=5!?r)mMM#%443IuaWJtebuxxyh9%9%i4XRDsV3i#f0|}DE(}VuJ5Cvd~p@FF20Z5|0VBgOCTPOP@>nh z1a33e5{BE-e)s<0+K%frENCyF`^ZZ2JKO@lPZMGOx|?X8LizWw63UsapgCW`T^59) z<=}9d%P)f^`F%Qjxj=KTJ)k!PYbc4gweRGJv5q5xC@64p*o-)hHt5Lq(Lo0Zm%~}i(a%GI4SYR2g zmCf8wyv44POuEZWwk(3C+xdL1JQ*{-{fxGX%S>KATT(ZjIJq0iU;3+vy*0L`J=I%Q zw{IURJcGda808rg9YCqD;4!5++;Glv+TW5E;gSL|GqxU&q>#N>fFTMAKT^U%vI5#wy-ut1B`G+pT==!tJmbnUCrr$>Guo^gdP6ej_ren2R z872(ejE$N!Sa+ceVtnpG#^n2OXKoY(th$0J(|^XazehmJjJJ|FSuzu>8^?=|Qn#M5 zh{Y^lf~gDBz|F-H0@o@*wEib9=(&yQ_g=tyw~d&ZQ33seiqVMphq|G58d=H~sPqj0 zwf7&aVR1We+oz$ORyHb+1ZrarmO#PnT*%+w%qu??@Ur+MX0lX`ro=SO{_hsNn4Sa1 z)zk&88ww7StU=$SCkq@Oijm7tqTuX8ZEX8~c-uA)0v?b*Vn76@%yt05yHz~lq6 zEJghtI)m^3$7d#{!Qx3JxVXnHc(b&Sy#9II`r&nWxa=Y{=@lrrJ{4sRd(rG&3)c-V zh0;C=5Su}o($WU4S6%{Bj2_9nddD)|o_%QO9|k6`9&qR9l(Ts?0Ch)XV#oT$OmFSZ zFm(aceM#cZzpenUK~kvuGYaKT6=?bO1ebSQV3lP@puU{)v(bNQYu8j_{-w##03q1; z%?kXLWt7ePB6;p!45p3SQJ(u37yn6j8{g8*2A61N|6~MVy9U!DMV*Fd8Gjs)>ob7nKk1u#v+eKs06r zbJq|j`STpS^Zgz;7_9?E`8i0qx(QTXp5StRglRlH zDhyf*BZy&X3?t{3LhH8OAhU{r!=g0wu#G?i?}0F=<|b6wn1Ro=($uNy`V;H9wgN_viU7y?*-&_TFdDY41&`@Vp}qACeum4S@~>c(eZTQWr!yEcw21E` zExY5dGOjO+gZ%&Vi7V7v&74XmZ=-(F&BWL!F=GjZ{n6OR2%Hz3CtvJ7kcC_EsFW$h zCzEoowec+I5uG3VGjV0gJq#S$6Sj7gqwd!^ln1th(o2^x=$j`x)?DPGkssJg(md=c zJjidh5la^k%P72&DTjtaFL^q3RZhUKK{fayI|tR1iC=Tz5E$;-0W((|fw+CN(|;JE zRqg!2TL#zxbS{FqCt^t3bpfGhAP%o3-_N@U0F!>ngjnq;bllR1jh}NLGkvSDZG9~23y)ygwPoO*+m&>a zM-t09J}BN(#OfDKM2F49$9AQ2{SN&a`zp9<goKKI{u6(k$afcr~(^t!(nKVQs+T?b;p<3kVx zyN`sRy?rQ05yB!oLLtaLj%&U@V^6e&xcJ*K6#o(i0=s>f(wqyDfKtfWRR{)t{h^I| z%sjqd0mli`u;G0-RGN;Ibeu}!`e_EtWt2U3p?iQh+4@S-#G*@p-; z`STPr$sr!N@)^^Gj@3p)okZ2;AQY~32bCw?V;T1$=vhB#OdJn#!7OdT^4r+5B9c5% zwk&pZE?C8TVCW9gvi<&LhK^&=cJMB&*f9{Kr>Z347Sa}rUT~KhLv#*U4mw>jxGL_z zpgpl@z0jPzEQyqJwL#^~2@=8Evzo@raFoY4Niv857;xnUZ=JA|dX+ANa?4DnvaVz< zr2&|-)#-m6oqb%)>Gy|6AtFy9hE}vhL=0l)J`ABmw1tRPN`{CC5iymNl2RyBX_QQQ z*7P`YA4;W^R;#thwpuL_5wXa&e&_r9cVGM3rDi^#`#$IWzAij41Ic;&fGImGnBrT! zrb6!!C>HB$O^#=A-C(+h;SBJy6+&=g446~|fXR`OAiL;{eV$xElZaHVww}&+=AVIj zaRBR7l!0M)1U}hv7JA$yP^_=Q>I4P2wrAi}qa=vEU5Ig3)4}`|Jxc_GcuY$j*!@nK zoXB}-Z<#_`#u(PP6T!ax4w`voVcz83s9L5(9px#|g!MtA+*_Ege+T?TLs0YNK9~G- z4#pg;KyQbq41|-RbC(be4gxcASqk@(!|>*&li(0_4is@~nOJcR4bGbKr+Hymd}IbB zv%c#;nh8D1CEox1#fBN2gw@xw z(c%>%5x`(A2kv;__06NDY<|X z_uQtQ<|3BrD+h;vV&H%*8e0CMy#4BQ?quwRv9lrwJh%daM-`w=LIziQufjIT7Miag z0PBJMK+v+A#g0A<;p!FeCAbXq#^k~GfD_PgeiZo2i9;GNi+JJyiV;s3z96UA^j~;S zUw3k{{l~KaV5Q(>ol5T!=Tp`~E@Jq241QwP{54Q4F~Cw2h+ zf2staiVcT|K`~f%E(B(LBc8$QMD#wm2TVdJ=b=2v>Qz>*8-qR!?5FE8d#3=Qd5 z+AH_(Vj~t`!GJ~+&|5c(Iw*!v@nAH{?*?-G^9O8uNB281v*DhL-SpE_nN#`K~yE zIvW%a?-~uVxqaxawHDe;3)n<)CHTj^A+Fh<+~Qw9@c%XmAB+lt(EYv8vTr(O@81B1 zm2X(~ua0Oi-H02!w`T4e!?CKq7CNunqWPs6um>Yi+4UzETUbCkRzR{rDGFMqgW-2M z7yhuFb$zYixAtd}&zt-e$sq|L`4s@~V zpRThWN7C%R*X0TW&bw;+bB*Hxkj2fT?(8RtV&@46HH~JgV=1E;NM7XA-+7YQlbE(g zK`OO?`q~k^B5pYNj;KI;?LywCg)(aft59gQ1DtL}^CKH>!^X3Ba0Ji9iZdnXF+~B^ z_g7LzD`Eb_#yt3@2}5~)9Ba_%QTAx7#PD!6H~d$I(upg$aX;cLUn^vyDa%-Q)DdhU z{*ZF&zf7+-3)>dV#DuLHT$qv$gO3p3HS-F3ACjSX!8tHomjpNO)PhiWk~#hTnK*fS zm`vPDJ8|`SH2XXjEB@(4ov;ja$XX5tAIn*^Lj-F2S)p7%9y)iD*Jtxvi9&To+~m}U z4|_$OA=yK1zWfa6Eq=_+y-(3T>u2`l=UA8;e;Q>^yd^Ht>F9l78Fu%?ajWEoa5Lx@ zR8$RucG|^g3ePaFpyA*@c?LW+JP%cR^a-vT1le!vnW#epicuGdJ3ky+m&AiQ;FVU? zHLBFBCJ6GrT!A#=4A~6d2yz!o?%Q?=Vos3DhF4 zZF7(S+&28d+p^r?R@7AtU*U=_^ND#O2`bh3q`{25A0X~g5}lp*F~c{NIOFOC5F~VJ z+f23G+dZFs9v_U>zwShj-VC1EoJGZTS8y41Eawto zV41e*+AiKW)gLvnZM9LbEmPWb0-L-4t>G@ zR00g~W>EdUgsBsqnW$&BR+q9xHiv?E;gbaXWOkBRk;hTg=dH$WeJ*;*ref1?rhx0y z;Yd2|E$_rI(WyjGPo};)yU%YeynqIFGg*sne^iVd&0Q_dq3xVvh~2&t%VIe8Oqz*8 zi;HNYmBPl#b1+A79=w2dHMRjLxU`&g7*7L{&qhg$XK$2wTJh`;KH#0T9Xrh~K^5po$KayW*YW<%J90w|U`f;nG=N8F-`No#;3R8goX zzKF3iPC!X*G5wq`^U&W)x%Zi~{7Ga9sGTAtYQbXapLJ`xUIanpGukI!O+cUAVUYdP zDb{u3JghyN4QUTK!i-w9|7yjI8XU1k|04DHboi&9A{_G~35{LT(24E`kA^XYZKIwu;UX z2`CzLm-h^y@5n!Wsk<1CV?J_}P5xDrcj7F*K3RgI2_wL6SSHx-8pl1lwt%ekcWvF8 zNNiVxfg;LL&ZN-Jun$-Cvck|8y|Co>IK1C*8vIN`p%F@1=M*1o2pfmtZ>*v9=W`fZ z)y`U~qj|mWQf_9J&*a-z@|Y6pU;i@?de)hs?5&&|bUfw)_Y|?|%u1-$ZbieXspx%E zM9#&}Jo;uPM(;ZVPLXHu^D8X~_N>RxqA6%#{R>mtn$vx<48u3ggsPGGl-=ydYiC|W zy`3+a{In^^8%}8Lj46x1<_Wh~{>Py+4w|fOd8nioKYye>>2p7D(z_03#S6H_gMm24 zJq4wYgPHFM1d|C@nY+Vnti8A#!cmv*o@%ghnu+4xr`YO4cOW+F558v@`HN49i3y>wpp56FcF zqR@Q47)*Nwg4>xm_Hg$Ya&1gug8nx#(sn!Ky{kpVFBf^+zP`|Qp%<5TYH`TLS*Y2d z;;JdW(3KI%>I2u|ks;ZraOW^euLdH2pTxrzNjUiiWoYm2(5eje(I$s>R!wUm)K&p* zo#mJ$+<_lNXHh2wiL2`l-Z{;@%1wzA282R|)mTusf8e!QGoka?Zt!h*&a&@Ck{{C- z3@=53`qXBu|08Yw)32EzGU%3r?yW+PY~NiN{ZZ8&%Xom=nJYrKzMWqF$Z#O+Zq z`|ypFX|qP_pQ-!&mXfOdwAfacFR7oR;u>-Xs2slXp7m0|lGW(&A7ufQSGmcRVyMrZ z%@v!%pxAafe43Gt)#~98qd5oasfRIq;{s3_k;Aj?GmCm2LVSfRY(ELCDDK*pO5!~r^BrW zD`3vBMCcYV+MQ41!uNBz4&_ROOJ+fKYAoy7ScCNof;9#^w$m*1i?++{G3ztlW*+FltP>%rb$bXn%;Al|Y^J4l>Ehv*pIQx7NGzXElml+ddJy8;QB9#kYyplM` z?|^H$Ic3iGN&e?3Y8=d2@DB@dz{CtNn)CzscABxtJ`wOB^Eyl&Pym8W+gbHu>V1;` zz}t!b-I_9Rv8HGEeoIz8cpSg` z;{s6VOmorcKXCbmi4YDxbh`h*6?=XHflW2WUL1gJI=ayDtb?^K90=9Y37|PcT*NE}Rr4-?(uQ{k{ z?dEdzO)#|Zfr>a+sK2+GC8d&!rFT9~{9OyUo1PyYQN%fZ%SBVON(VTdg0AtUXt!k# z&6_(|_BVUt5(*@RE?1amu$Fe3NnFYyc5plw`HjbVufN#y@I*`v zRzmjc*~E!lgceN6jr&SKbi|GcKELOxv2`pa>>7C_FEV?LH4{HFfZW5^z<6~aj)+Kx zh;gOhk`=={?LAOg*1?jBcA?wlZLmE*2%LL{gU0a^h!$D0CYc5II-mq6Zyl^nrP;N` zbY5@Spb>?i<*MZ;Kx75n&zdp`znsN@nY2sWIFa^bqWN|43D6R-1ro-bA-2*O?%Usu zb>BXWg2XzFG|3p$>t>*N>M~GN9MU$$jD!IJbl;s#Ie|B>D2fGWp6`k&jm4<0JjD&& zE`t8NE%dXWgBGh_F^d7NXfJQ)p_&3-D=EQFp)II_enwX;1eeHd{1J5q_k_n`!@zCu$J_Ux2iv`+SU2PnYMjEkS=9#O z0~w)D8Ts2xDccp7$eM=)p=|I8rp{1G3N@E-^*QQ2$_r30l zW)tWvWU=Zjmk-gwuBiivDUq!a4t*@~K79n74;Y}!DiQjSOSVmq_(r*F;F(hbOdYR= zR=+Xi)p14f$9^E)yM{e|nFivPZCJa1B3O+~2m8LU%*}HeMA{CV9Xk`O7#|E&#DD&29e70@dC*%F7A<4BBV7^RDZ(|Iir^*{gH8vSB(pIIae7 z&s6Hpo<)sWF%Q{u7xqldL+=A~G4FLSd>@?jzoGvFjmB@ji(L0SB3>i1@^A zL4ecU$y0EanI684hMT5ijkOvC&ytyKWi*Ob443%342HP4Q5ab@oZIE6LfevXHaL;` zhsl$`g5PB73B8z5{;$^EITMynssV^t1%@w$;F1_fETh{{KO&NQd=f%;Kt8yQt^)s6 zb+Gtq2;lMc7&)Ar?91nt#;&8kW4r^}mgk`x!4Qm>lSd+G(Opd z#q13Fho!KaOD>c5i5x=@lCfk!A;?X?YOM#kQ^rRG_@o46%led>-mM{CI5G4^(Y)5q z1yz*BlTC8csMGFB6xNxN=t|;WOwUKv*+q1>e++Rb)i z^rTDZDY}96b;(*$VUJdrW6V=@i(${N^ck1#pkC@3Xj`L&E{}bXVN3gkYuOwwXs{uQ znCXktAaZ3hH_JWD?SDJS!i(e3XuB_{J&uA}jZ_^>=smbESm%ge-}c} zNDH)y2#35lKd|USxnZmRxMu@(3>@~NaQJDi@SY7V^9q?vGZ^|T(qNKmDa~y+!oHvC zphq?m>UCFW+wT4*$@IC6p)M*uMv#tiA89{vI0Y4FKZ)&?4$O3v9|TE=t5X`yoprV$ zo!*IYX$jfp6Cm%|0x-UG34LAeGnL{gGi~z3*U|YH8kNKjrR3x5@s!CojK-t{J5>K* zg~#dnnfHO_?{}Yyvrmq};G+}3_{{>aI@}vYsl(=X{P>jn-aH3+88&pL5tdHgUxf0f zYX0rz8Ej1mhZRMMFsmyKTqY6YIXarPJR@~Q&v1U_NqDF(2DK8| zjO%ISIm{tP;#g>ruRv`v<--$}6R&09{IoYWh^W>SJB~C7MgYm@R0}2XS&p= zo_&&=K@2xKIu4^=6k=EGRa`x?1dMN&lbie>4NM5c`sN7Y5}ERM-SJrb>v`0>aRn4l zK_dJ0B1Eqnjp4*mv7zi(_rgoK`AjXbi+3~m!BUC-@zdCH`VM+bvd8wj)B#^{TPylI z5FQ;rg}Ek_Ve*-PL0y#?SExl__pi*yaV*py{j9O++>G9K=h0Js7VKQ~DZBQ+?sbkt zuQ~@pZ*W#yv=y3@kAv60$+)=}Jy*w$(#U^~)7G6JE)aDOV7NZs`{N?EQm(=~xs%z^ zSw7f}cJB{=p*+G}W=_t%j^8z07Wj$}8CnRUACI8uvKq~acVltkAh^-rU-<7i$<9G3 zpnyJD(prNydhJ1< zbF;hTtE4P)VLTIl&tusk*NI#7fy?uYv|^JNOzlLop@3|Rz1_pQKL>H`?m*&A%$Jx- zi$M0%eaW-av2eaL2AoofCp;|$%>$hoe zT8jav*@M_j^bVrgV*R zy3IsY!~ztipOJL!N<$6h=XTO}KyFRhmxThfstW)QpToq_S<8ht$8yDd`MmHY8|bd_ zsq}+&B}TqAWa1m~ymqVs2;aPyw8n0xyI~o$i6SJ6t771Z{cY@_d~L!T1$A33!Q5gP zwtk4h&$}sG3d3QXBmx|l)S+bb$X;uM(oR~qdNDS!C- z3>RCIM?(KJOo-0_fvBH0bPu_VG*K+?WGW^R!>Q^vWh)yBK|^^N#oEoxR8Njl!>g=z zU^?2bpTsTvSK?Co4$1e`^5QoG@Y9dwn3rXaUG)7^Z@8+JE&0l_1#h^k^K^WaLp++! zQ2r$^8axl2!tN`8(v!YC;KfY9L?wtOPe5CBAcWRao*{|O?vrPM;rUBg5ik?t?$Rvy zj4LlbbP4Tlc%$M~G0`<4Gb>omy-qn`v9mo0B1dRr z|0*E%d@C;*8;Mb`!r@^r8G3r9Kz8mSOkPll#(gGWhNB%eOejEG)n#ZJY5}i*t-^cx z1?aw=W*M)~u}4$F!9DvN3cIT%o|L=mGbE0lVe7d$@lVVWcVTsPDtmtVGCX{?AC3x8hOr)L^#25`?#IXd5S$GJE?9)_IuRqxmLaKY2R+ zobQQ+oqNH=Gz1)!<=8PW5tAL$Xm2?aCf^AGVMvT5!L}CW#g;(R;2adJG1C~H97lVN zR5sxLO|<#V5;WJ$LC@w6lQe5kb;JU?6Zb(Hd0D(q9H#k!8~R+8g7SVf&m;Cqa!e-l z^hv_d0cSuZA4+?gf>OP+%?XJ?d;Aur4N`(-fC^VHqmE-o7c<;>3Kczl@Of|+-O-e+ zEi4lKXQVOzomWshkMeSVo&}}w4v%Xf20HfuvGf-DCePtrZvH&dE|*FDpYqPVBeC^p zG^)Z3vFq?I-txf|9HyK_uOFx%c5Ma*SDZ%i2@~wMu@=>jS|!1Sv?pG8llrW+8mDWV z3)60aQ2A0Tn^nvjmr*X`dmmZ>6aCX^FP% ztu^r^IyvPb#m1{f;FGE}+BfT9Igsc6M42DgmFQTRo*9KwUY+tl9zT}0yr52x(|P77JWUM18{jOEQO>FWI_d_}Tz@>uJ7s9v+Z|SS z(OmE`Ico!3c;tfJta{E=6jd(frXFqWi;a@`HO{#4j8k$Sd(8%oZ!<;HZq+{4yHnAN)<-L#G)W+6%*$5 zrt_5r$m4&Jcpp8DiqpL$PODaes@7GGMe$PZMS|*gJ zw~k=)74GEl@&`R7@x*L`F`RRl5ETZg@#bJ^-4E5}^iG+60vwk3qScCM;;N;Bk>e0h zcRkT|4|f7#?F8;KU?UiZ4TSrf;>p!m!A&H!T=kD7Ji2uOM6znG_go*#)O*3EK~4W} zV8`pT(C=F!x@c^%Get-ajteYG2hmi#9Q};u!}$Zn=+izH^bUOI(#a#y_fH`I6=iQ$ z(EDcro%#2iVA7ZZoIs!b&db#2c;N%HjIN=ubO)5_ZQ#BsCg75+V)aD|ZCCpZ78_K` zRZ+z38@@nNvZV%<_6in7xib;;aP{MItUG-J+M*J<;qfSzJd`q%K0)-k?vPjvzl@Ee zTiJjG#01=O0iOMJ1wzYPnW%vN+m-sfdNO^kzn{nGM#{C_AyzojyP-G(aVzm45@tf| zxL{D}9)MW8Z`@+Ff)BZ`2KCoo=|} z-*N&?(Jn~XdkLI0b(j`^ia5WH&^9Uq^@j}sJ&l(2#IFLM=1NfgIEyPp<9N|My7DE{sOgN7S3!AIAlUH%M&0B%{lm95ib`%A|>wEc8<^aEZ=> z+DDhMOLdORl9%((dRI|3_cWJx+~-Db$KZ&HENqHeff=;7ewUO6BD(~Ma&Q*;ZcAzZ z{4-d`Dp33vd4c|3fpNV?;)KCxP`~6DcD01_^Q$lbb}VJ%j-mUD%t z6=V<21@YAF^nInG=F4p8nsXiE0+T?{uo@Ks%^LCjFxInW62#oRg32Xw?y#8dT9((i zR#5>%{BtlvSP5p~wBLGZE|!&NNOW7t4LXDvrF|}=)Z-<$|0iBjvNMqO$x8H%T?%&n zDyeVOq>&f5aM|C}pv%e$y00z+FJ%o(-5&;v9f(npGJx3H3oziT4ax?LWJB(IVTP+4 zinOiTn$ORiqViI2Jx{r?_@vLkCG!Nm#?KC}lJe>Ac~`o7DUD!h20QX!L$B&X`9X!i3!z z*QW}c%ZQoj_MMke*45?I6iBgA!_G70vnfJ&KB)?0>9b+x@4-deJS3Zsr9xA}EavdX zL3q0K6ui8giFq^zRNk3DXQ?P+9&z(x5G9Y`>6t;8*MA)-0!C9`q6WNQtw4tt zYtd(|3YTuW4!B|%9&kN@^6_5Sd6Rgla}BgMMgK78?jrItoMx78GqBq_8wDGO@L(fy ze|&L;JP%^oJWz0hs^JLapRM0*Pkt}~lf1l*;?_0Ls&9xMIs#}n=}WVco7Cf(3s!Hh zq37UYu>bN4SLR*g9XC&*l>8Bm9X8k)+eG)da1?x#@HUq>l91oRu{DTTKzC?wQm_z{ zCM^WNKQq9;WE3>t*+zTu6tvkPXWmb1nB{u`ROqk3ZdeAI$v?u7(I)|(&p}0sz1B&$ z0!Cy1z zr)<>!b{r1vPQkcz1^76rX|F*uCv6_HT^0x#Ka)eEHI5j1f6jk!J`1~g^qJ^WjU5GHXMDrWXcX4v#ykA=oMkx2c!)_KTM`opv^)p=bO zyT<*0Voy!=?nw9_wA>_e1AbT-2u>qfxyzHSXmcwBr+UU<{gbbf+N?^H`Q>njN)jSG zCTK?gHIVTuLxTt!*gH8;5%~-6DV2d_lL|M^D}^ZK1yJ~E#f>%uCHzuD67pQM>3@<1 zj|cFFGeK++&lelmOJ}Xl7Xn8l4(0e2}A^@jV@cspr59_U&e@_GG z_hdEQ&vS=t`+mE!5}jDbP|Er*$H6DU@KelHl&yRu@rkErVem3+`dNUwe@jU?uX@)=3CT5-EYLL5{(MFYG$H{g%hO&AOQHyF4hqLL8IFdgy=P z6u0_$7Gw-a!|sdutax-^RK{z0{`)u(ZuHuLCIZ2^rLAl(h4dAx#Gkb>Q2n2 zIdQhco=ec7=sd;*-$X%Kq_{C=KN=IqwwfG^Us`g&Vr3X_g2_DkxCQ#SQfDmTN9gu8 z!$^nC@XoUW+Z!rz%ztU*`#mb@D$B%L^Hk!3PJ{ZhbG7|S)u^jq0zFq2!^=Qo2X6L* zwZt>_*f|6=6F4RvUXR}UD%sMN#8mo2&J+`Rqkq~(Xfrc`=z)%adSosZwXcG_U?6(K17shbcfl-iVmWz6AH_=T?EWO=RAYO+UDMR~%ux2jS*7~6D z)?WB}Uo?4RgZQ`8p;*5|9|aF@X;Xh9KTX|K9x*ishYW~B-RcTB9~=u+{qrE>Z#r`p zUBpk)cT=~Z{3HUMI6@q5l?shHzs{LjSU+WO^od#*3^3j zgPemotevn4^hk!K= zE?-dm253=_tApqm86_g3#norYiDBr=nE8&yu(Ux*{yYI;aIk*iWv`zgYyg3FtLrggfs2M zds2y$)BThS?tT(`#|DAz$2-t;U_P#;4xq+}JS*!8DIch2awi!W{;B3|YZei2lkyA) zRq**YOX>;l<1*78iD-}|FFO~NPF zCNSV~0dWr15NdS?H&)Oywep!Z?9gotaX1fx6ct}@e4a9QM<9EWh6jfO=r6p2Y2WBI zw)_B;-HzZ#3=-kl{dCAXwgV$q9A!i7Zb4U5BQd>_z*p~YK5^j<`rYqlhT%SF|I2u0 zL~LT|aT%Q(OSs)CFN|!fVg7+0AhWbZ)vO(GGmG{#6MyHrGP+-mT|IxrM0zgNhv0;a zcy#4-ml@&26kR9LiufT?r;9A|FLP#S_?YQ;&VzcrSiE)YCR$F@V%P9_%w?SreaYu4 zcew(FcV4gu5AJ}kIZe|#5j^wG!o$f^Q2p>Z(_eWSL+6e__d?2)S-CQq-WQ2p$RbeA z-iTuT-`P$>1sMEm%#D%}#2F_r?)QDf(TQZHZNVri_vY?L3((%WMce%*n|tKg&&n=mbz$5aY&3Mb{lC}?9fwS-;<0J z{=1Etwx^(N8D(^{qP3bTcW_&K29y3+M_x50tk`oFnk96eZw{1rA5zjgN(12&LZRb6 z`6JE_1?kpvAX+yFn*Q3vg3U@%7@?5Jbpj~=5zczHTfjZP)8O>WX6zOPa=Rt|)N{4h zs+V)E;F*}M4ogSpt~xZ?m(E=J?*@$AN`51$RwPo-jqO97`l?jgg9SndWk8z#{mNs1 zbw;;^xB0En;TXI60_}|_u`$v*)TF6dtm{)2G(&+6POC8Wfe{EyD9@6MsPE;2<`zf6 zJbw>5ob$%G{sv%8&W|47E7Upv#M*02(Bzpd)+dwqa^ooNu)l)QXwOx&aL>gS$uI1a zMLah2Tt&VAJ~NGZHS=|_0<*67-0!0=DlE2$>u(Q5?|;L2nW`G^-6s}sku8QzDaE{u zXc(eD1#iu`3hJZRng7gE^c`x99x3X*`;I#-J%q7#A9?8X zYVI8x$%ArEVu|W9wtNpp74_70@1DR}?}I?uaf+9`N}%(?AT+r<9Amd^17poh(5L=~ z?COsBFF$k4D=dJJ4QD{zuU6|@wh`gRWaydPAL=J=pbi0fb*x9Ah4VcYVUq^BH&d}? z9HPCiC%5UR!k9m^&}z8|ZF*6+-p&`>c2CEaZGq5Ubd>ttyTL8GkSS_TOD3PGf}~0P z!G6X8<}uM4TB1*{3kQ`Qm7`Z={s)Fe*oahIw*6lV)D>-?lW42 zZvM#feG0+G=MrUBdt-(tfr`m3RQ+x{hW;4F-7e?Dmu@B2>epdh@c__&UyWsA%55$h z1oB0jxiYAjDelK>YkQS|)mbIf-K8G*#Q((RyVrr#{V8`E<%V$+sKdCuhldWAVZ~?_ z`D=)=v~ejI$TZBUtpwYW^}q~EKu4dluKkrDQ{;0|&pU18y=CY>i@GLC3yFXF3>a~` z3hPZbu=@1J;_S_L!K!O3DoQiOoipt~Q+*M<2UlagFMUow&4rg33@t6cusG(9_C>(V z%jbh}cr7jrqAYXL2B!4cL=MmWDEzyJHCv8=wI(OfB_t30T-HeH=GpAiicNX zCli8=>ml-fJEAn^61b-K0rAcbHr0W+#|^2x`p!3|=;_q@{xpV(VokN3dDL6>5mNr} zCrS5wa&JnD*tg6q^j{PKiWga!ab1mG(hy8NI2OfaQ!v7nnAW-FAoBREoobqlL5mRE zo=xJ8RtacwWH1{2@BKw*I_38qcJIzfu=$5L;W`IU+W8Y|V!2K6d*(}wr0`iHkY+5U`?Z>vEe_zZy)Qt_qg*

!DXqG41mt_<4c_b?PZAv2hr>oSZ?qj(_L+I-Fz=Z4<$Ch6%W@yo%kwu7ud^By>yq zj|udJT7$U~E_c>rO>@$DiwDi*kF0@iZ5+#9cN;PfDzItE5gd|u3p<(r$CW=f;q+O17eE}>Nh&(WdO#drfDQ@q^|t9j?7afCb4|f$k9oA0 z*a0d`fjRRof%Ec(&b4OUS z!0Y5I;8DCEv-@bdUJval3fFMm-XWCfKBmn!Drfbt`$L204G0)H824OAh6=+QDAJp& zF?(r@KE-9k^00@{%vx+Onu*qlH_%&H2a*)Ja%WWW!G0&vg1Ysh=5@5wy@C_QpF{IG zV?echFWp7TxUv_$OC}ux`=j=3G0oEw7G>jeKe~diTnc`3rJ$&s%pAsqQD5sAi$6!# z^cypv`pF^49(e#oKdu8|XNa~*>;du@y0i!Lu=*^DZ;@%p%-=<_@$RPvg-a zk72}t61Y_vhNAT@{L3YJ4w?xihBGfSs~;yp?Dgv`mN-g2|8eRTAL7kr#OZmIM4ogL z>>TZk(m!g!W_%y;d|ibBW^~?tL;U0U2S6~<7OikDv3(wLK}#`%T@!F#Sr#68U5rli zouOjjNC@Zq?#ZbVVc|^T9#VhTY$X@|6@}fc zQLM3dKgvXZV2b~AvANR+!>_u6B7^?fpd8|{F9nezgzgSGyhE#@e4|J*>w6_y&A$v) z88xU=7EaF8tITP5HS_i+$6x#)RK7HYSZN;U4ZX*6qZ5eL?28R^JwZHoDY#y(B`XPGc}V1PdkET{UofdC0FvPcM8~i&gS;Z|B!e`(M+@Z7z!%f zpy|{)2u`oV+MK&EsyG`I>#j*csna{}(-}w|Sb(a4b4T4ZGq)Q@L62WDPFB)0VXNe%? z9v8;G);4X;W(HdwnJC6k>;2CeCUTf9IexMb1Nv(rwvo=pYwLK6$rO-Xn#db%IOQ&5 zAk!cXBMXi&hnbF;T^xk+3-2T*G$(P1KF@tB10ZzfbMD4oFpo+APkADG$-ThEW+xYp z`p!N)zk*&D#)3Thx+Hc^H}Pn0YMpkZQl!iRa<^TD zOu-FnQkZ)GY_wfNp)fX%Jtw3wn1CYN=1DV9LYg|TtghRhG!KgZBQ7UKYk7@Vp zTp`{UaurSfJ;B6-WW)^hL&v7;p!e`GQ(X4bhNfh3=bjp{`R^9W>_$n!Vu!e38v|2qdDuOb*`tP6y$4kzOKY=zKi zL&-N$qA~gSEAx<2N9O4-TJ`5B$ZpI**_*e_$!It@-y47?cXpzc;~;Z6wC}jR5Or9n?}jz4mP$ zHX5|E8jEuvm~F$#wq!Elfd|~c#Dm*kaO0__w&-@C9NatVsP9g*@5)gqGXE-R{P>7x zWZeamMk`d)Vv-~X$Eai6kbqB0ZZx>uR%@?>6JQpEFCP)})_2K?)m;f$GaU^MM0)VJiZ z&&_q@k2ng7@%kXAnSlQ8ndr&}fJ`1Cp7S^D(W|@xh8?7Pow-DD?y1Ce_dYxzrLn7S zKh*oY9CdyBq2Twu+KFQ-VeKo*vlTHcvkb-_he8@p&j#0`2y_dd0Z)F6LZd>2c;6EA z^+?3}smDOA9ZT-u82)UN2HVc5c&MHgbaoem>(mrz^`DOu7nNYM!Ci3ujW~$El9%@T zG}?u1)5`X&hFawu6m(qE3Z+I&P7GnQ(#_1<^f7a~c9B`iqA+^OAez|^M4y6Q*cSDY znLX8@L#;ciV~&FI>lL8h44YF>N}iw1+NPoJn8~AT)^xf*wpA}+_CF2;%dAb{PT!f1 z()r-KY#i!dOG07qyIeEb9UZo>gwRpH^Y{cUdI9axJJy5z+BEo3myCL28@ca;KHSqh z5Soos;NjR?P;W4W>1tPk#b$b@ml%R<*bTO4K0=e33R=|j!8@&on>DUv9R`!&{>u>X z(!Tw&->tzU?{gQoq6$sV$ zJtWY+g(nNP`A*`Sm1TB_Yq?p1#<=(;GW_1v1g=3A|)v2GswR z5AlAdu))L>OvjEOuhKNM(q~Y6-4S|*uLhxZGDHe9&`w>74~`UL+s8)MHBQNVxiz+} zNT9y@U2rR@=dxW<8o$qK6pG2&mU|LJNB2o4_B~58^7W-AeW+i!D-g@9=Q6)s9W+eX ziT+;I7_mV?{PEkw#-kq2a21F@#Q^M~pI<=^551d=nwA*+B&b4N2ja0#^ubSuZ-Co_ zEXvasV}Oc*B3jMAgjGO|Q!M1IpNq==7rDWtSbgXYr|=+$~b^I$bL6YLLV^UsTqLQ{Muem+=${&Q=&V%kTo8_m4C@8xrib24k$M*im5D=04S z=F&}*u%a#&JmrRXO7pV>`O(n*^`)? zQvrABNh4-PF+MEm3!S4F453|G#~;+Gy_;LoGvOM1>lKKhN8a%Idy(9a{%qAR1o-e% zD!S!ou@%p%K^Ah3b-((;8(qyHZu21=Qescs&l)Z(Jk8A?+n{K~7fs=1n#m@0O0u1& zqWu3jI{Ubo)9()tAtE9~M6^Ui49d)X7(zruh#?{jWfUPw8igp4k~AslLFqwhN;PvI zM#-eidT4DntccB`6)o9_-}(Oj_Y%!#X72l(_xrjO#O!11sUITOG`v@Wa!z;6eVXM- z4q5T)Av$u_=Aefr76WfNfJ-rTqOvK;~Dimh|rn0gD!b z;D?DuHgqL=caMfDWgIcqx`>_jYw3Mj!(wS}7kGL*)D5V{6r1%Z%X8Kk_a;Zjf0SqM zaTkAb$`*y~SC8ztPCZHiI{Y4n_aFF^*Lx1u_m*Jbos-OXOa%z-2C}y~o*(O+$Y&6Uq_K+#CfH)koojkUU{3 zH>NMz$TSZqU+A$$6dpMdA_jRwQjY=j`DFvvkjMs5w%6%R4e_eZptp|}Cw@)D$RCL) z&bW<9F~MLue>$Z7L4D&J1DJ&;WjQumanYAt*3@GLxD+lUPPsGmj3Q6_h9agkDd%~v zv0yE>V>#_Qly?1vy`5-)#*bWi9CbeJ-$g^sWa@ibl=E6kFRWkPmxbs3$#L>@$XhrV zltoeav)~fgZjZ;Pd^OLT^N^_n5;Tb&jnjxZvSkYP2c^NI`Z`;jN$59PiT^f`Mwp|;5EVt=Z-pr z0i%~dgVk?bSn-I<;>PnlySZ53Ybh5A9`L3Yp5U0FL)V2}i9tRX+yl0v*;8*+JxNB_ zkvGBX!8we&G>E-BR0=H((ZpCEE`FA6jFR(KEa%$^a918j>#87L{*Kn3R~5`{+f*>W za|X2e@-L9Kc{+UXy#-GEH0qW`vc}Wy&~8=@nRGXd(l_(@ zMHh)5KwS}+B;rTY*4dO?vifO|_>vgfzm7q>p4-VW{zKF1V$5DHO2L4_UqCSUve@+7 zMkpC@2%8SMK(n(LG->775Lm)wmV;Q{%rf3I?6BDI@2lM9$t%`6^b|%!5zG6p=91QI zVkWLOVbN0#K)@_l#Jp-y`jH>IB^+1OodU@@1lwhyXiy{s$1P?kFk8oj!tY{P`bKVj z&;+GUE!?g48gF=Y8O#l=L2+yX+U-6Lg_)B4$q6joe60Zlzx z#TKtAJKgi*bY1j5a__z8ZmFhNdp?WX+TKRRmUR635wU(?6TfehN4bsd;-;bWTI@H% zj6dSY^&>AIVQqbRO!uodmCuez?q!?lMy}IC&OvC_5EuK0zw_j~&k?$3wU=F~Ke7hr>^w zQjl&MfZ8=l_^g54X;Je4>tWOxuDl`6`{axR-rd6Hf#;zq zY7Q5sT`&$BX!7my&HdE*eVFiS*DBOi*5UTpwD%dY85Omo1bAF;Xu#)IYU z#o&K*C6^5gWybU@`u$7a?RqOni|t1ltqM?WrySdf!QA$Mid(N44BjuCFp6eWxaSVV zMUqfZHV(`Tyg)hwAk8I(I1H^C+5S&FvuH6_QMM~yoPySWOlH})h&gR=i2b}noS(Ue zVC%fQ;FL?VrQzdPG;ylZju8X*x3#E!y_q*9=WAY`sKR~YDc|06i018edhcXU1;cw4 zy#D%9rswC?q7P|Yefcw6SW^Zz$7xsjaSqgf$mGy39n)+#qHNfF?wR9A4D!QZ-sPD_ zA?n~sqc33Kn9saGngK~EKDcI;68g*{&o0evU4230SbGkf?P$Ju{ubozGX~Sg%WQZ zGC8T~$R7c-bBXbK^rG6d`)_Q3O$_$CpvIuhx6$noP+ztNya&-7&*BAF&P-D)?wrsl zrvG4ahfd_~JWBWMV_@Pk6bD?qgwZlPF!QKH=UD?F?P&$pp6ZUl242L>F{Ib>4)Mk* z>XYk_VH<~`b>bWpes1SDg?jF(%^H&pQBWM139?}a(Q?QoXn#sO+sk92PJ0>bLwdlP z`Wx6nXXR+xS7hD3L9EToP$xSGdFj^ZsMS$Vx*zwqAIfTjH(SKYdXb~;0h z{O1dpsshtg=5JTx@{ab4NVt+sxQHDjb~9O5rScr1nbN>ru@;t3+*WD zX*e7661~9b)@5wjI2oEkjj;}iEz*B8t2b-s_cF@BH2f6CDkvxL;xDm(N>3&jmBU|8 zI}G|k^!-v3&Xt!ZiCwoTA*W9$q_uP(tgT`RrNEVze#DMVpJ{ z^1fF?j=wA(j|ps09IYLz>NeIM0fQ^=|x9wy88g69d^g+dpp52rTbRL{Dr9*bRdAYjE#FB2@R(fXsxlHX9AG`lcZ~ zixgpq-&O3`lY`wek|B26SWN6f&Nh)6YRLnkAZFCtyd!8jBZo^e_h9|kKG>X3cksVy zZg$xl-Fj_?Rh9I7#P>$G*{Lk*#B4U^%P|a|vk?;eC4kja5mpnA%P(~*2*+L%TaT18 z^9=GD4L*cM%_p$#`Uosh4TtEd3o&odQ0xFXafWI&>aZMQGu`18+M6ggJBd*yWoW82 zz~(vz!geXMu71f{H`1Rsr`}UWH43txm$m!Pr|jqutoQhhIemW2Dt=uL0{v9hShEqD zd)2W=-)WX$nU8`$8(FO|8m(UtN3=|b%H(_E`iXX6i=76A3pzhj#az&^B@==6RH&3f6Mt z*YUh5t3T-G&qV$5L6k?&=CKif^YU>;V0_h&n;zaw-xa}7JNzg%O`S`Q5(lW;dJ7AJ zq#(N275zUXvWBPLFkndpX#R<%b7+yqyg5v)Kd^|k9heBgbpz=hJWSkpD+^>P#n|?A z1)BD$VanzV=J_~{72N9#`shO9DD6Sh--^(*z!Iw`xRU#pKEHQ+L*V38Tv8d1)vuk< zziJ9pcNq@Cp?aafn10n_b$EF^bQoEZ57!PvhEnt_S95u{E{Mwk ztvgY_d9*WY->m`Zml;fS+!yVqxZsM2%TTL+%l+@Fm~vF2NVfW$*os`tx&w>IXSb8( z?a=Wh)p^j8Fc-c2!=Ug)9{9Tx2lrZ6$kfI`UE)<}dqn5?12hBdT*e1oy-lv*+2}?L z)B4lbp}i!X*q!0<;c^mun-~Wb14d!gfOD+LcLg;62;+kAAhzd3I{81SNB?FllSzB3 zb@Hho`?6SU{`>++cP*x_*%=xlHWV^76mz5|`T zZi^uJEM=;5G^q7Afv9eb7gNT(Lb?x1MlV9Y-#Vdc|1Cc1UNw%&3rDwy4ZN+l5ABNv z;E1R1cG4^yU!E_A7#>w2zuV)m+FC-9eL)!!YV*1bL78qh+_hX+B+}k@P#j z_B^4k``F9ipKza*xN?vzU&)TGiGp}j19Cc$e?1tnowD1C!}bt-Y%pkdPDCmF4DD74 zwo+8NcvU$>T~1p@;*QO92b6^K+HKdF;e)lXYYyeno5I0w z;WDh;MBS}DS`@lH)(8yFP@Z!glX=l=sauQ%%4i6B5(d%NX(#ol2f4hjF?nSy*Imj* zfht|2ds)Tm$NbITINgS~52@cg>m>D#x1sDt7nWqY8=N0gUa-?}w3`_TEw>p)yw54Y(FF`_nOKe#a4?UE2X(gFJ{=K%D4^Z_J5UERQI2qOh+L z&rgp6xt!bpGu7a0e-)L^<9LV9ZM^S21N3yxd3&P-1~gnonW#lv=Q9D)w)Dd6w)JrA zftE5!$02)<1J?Zjkfu)Ns`H`n_&L1~^AxP+$W`BdVct6yp#2|3Sdr8V8s#+Ks-nD3*V)wR zp}j`?NsW0!Zx;CC95~T)&@(TTyaV5v`e8OxKZ;@j?>3{yx=CoCACLOBFHD(JAaYwN zAP3ZP3|!v_EGI-T#SK0G>U$N_Mw0_g{zYwrIqoh{?T#H|<4@ZbeY z(dlqIw;HAb^*@RHeugoA`ksKo(=VCeWf-P;q=0{E2s0;!l=<>zZhP%IQ;w}HD_G-; zY4hTs_1F@y`8*$^PV8dJH9CA2xCBFdjv(Bh3=27B2@0(-`~t=JZL2h4*+;>7y$)Rd zT?s2bT|}o`*n zFmUEwE?X++_Wy1HfAKbOwk?B#J?3CYGilG&3EXm-nziw6*c7dVw(Z7f?bQQQ4FBP- zW2b{^q#2jXD!9XF%E;!VqjXUYF6)$tro$fbT5nGfTrJ{Gl?4!CFb|vO>Y1XGBeyIh z{^M^mxOK1x=9$(r$=ml_=CX*(cc{Q6O|21`b8c*-2CFx7v2bA+>V~B;_h|trKU9RV zfuYRpa~BjH)IqEFWJrrjK2h#n+@<}0i5VM%^!M!Ya*ksW5f6jbvDv6b4 z2B%I_Cgosvw6v%~L4*s}VFGiwe-Vrd4pLY42zNQQ0`7aJfno7@jQ*BJ=Mb7Jug=rx zPxxY9%YB}9`zUpY)`<%usi*5gIgX!Oi3RnA8+QGNcQ>rWlz+#9?dmwN3_uWMRzP5% znbfPa<;J@A++S-8OB@fQXnqklUTc8%^F~7SrXYywCufbjmtsGIP>?$hLS<+HIcTjl z?LXgfPgxka4jl(plZ`O;ppLcQT!^h{TJF&;00w=#1p=K4>aU;TvL4exoOy)&d5$c_ zM+#oz4WD&R13_U-ku{vc9R#XhZz;5%==;Ji_u;V&<3;a;lcMA*% zxP_AL2bgHCF$7#&iL%&y&5HTO*l<6SW;0u${gENgZVm@mhj8%fPd%>-f&A;F3m|#C z9$muQm|>TAeA$o2%^WfV4#1>MB{7=M2RxE&jb5#&_R_dX#G)#syW zWG?uwqzrrzoeRAuV9U8l)O9@t9m|cuIrl1BPpfBw!4@oTRXQp{eAy%Ka~Lw<8tp?b zX!Pe4Vqy6hD5-J4uf{28a4#0+Z?%~H=q#A;P=h?n3av6XqH=Sd$YF2_idK(8y=90d z-htePTOTsxv5Q$u)`@$W?7&5_)Vq`~QOAL5&jN0FM2><*uhfqc z?xOZ%G;^ET84Tym#2iNzhTD;6`TPf#GR7CHTjo>uA3@f}HKlR@fh!on}MkfFa!Y%|qTtkq!0#7IN(v8(#lg z2uS+a@R;RMl-I9jX=^V)L53v;$CQ#o*b;0-KCpuFlxzHQQMhlernapbjjKk1>cKsx z-$$N;q$8T9zX$Nfuj$Yl>H|SNGjZx(gu-z(@FeUKD0-gP=+)`?jJVNeunroZT|nh% z0YacN7TonmRoLI$d;NYioKKF50sk=7cY3bvhcE#g(D?7|icR}_L-zLZ=s>gSrV$Oy zv3CKnZF{0FBOM1lr}KsRIVM~(k>y?1@D}?O_)b#{2HxW_-Z>PT-~PsCuPKA-63j^^cGc;4Y&%*( zpSS;VkEtT8-;=-uYe&;Pg)(CzCshC21LTfjsLIRG_>G$kt(TO{#Wn!v)*ZsIn}v{C zt3`_*-JstU>hk(h)r$T;bAt$tQJ3r3mQsMxXPm*jRKirp)Vw*u9D_X%KzM-)Q!bpt z`Kv3zXW~hS8n6Zm=nVQbQ2~PCF;KIc&VoT%%!TrAg{=Ng9}pesh1%RdnY#N-=x$w!o+a5# zAldDp__~kzti6e~hfkvS(HLUAlroh1!5cbT`E0mM-WnB{4qgK{`j&&$eM|gbXS-p~ zb`0BMh5qHy%;^O&b{xvVv+g2Rn<>C}Wj2$gI*J5~dT|He1a!N7isih@0*fhKsTZ2f z_G&ce3b2xv0#2P4W5H^)zb)*)f6R&ocs-&3OfGTQT+ zcEJ*bDJW)Jf#Z&8APl)L_SssDfzCn{j*SGtzpdhiKi7iGf+Y~ygFIXB>|myjb{_&i zsD0xH+G$c|ZgfTy6&%UmAbDT9dV=!aZmbv0;8M`??7t;w^E~$d?;<+)BaB>d8c*MH zF1H7?O^b)yKi}&wSqfbUrLxpF~;s4aDb4h2WROFrD55tlgyCc3&_!cm z_7T+nGn^TUF7W~zXX3eX@t%rMH2rWE6~u5Dl1yH=s_STQ^CGyIPJj~Ea&&l-N7;)V zAT7ATw5GRshG`mTtCJyP;t72BIR!RblG9Fek9kXaVRQ5e){?45hpUCCcGZAFS;p(u zuELtg7?6GIujyP?1z)?B;ss$TBq<#L+OJ|$U^Xg}E{j_Z><6oL8u1RgHKFwWo>M%#PR8H~CN`GF|h)f&6aiuE=vn4E!pF`oeCF14-zM#KeqE>EuGyS2Z8qEH4 zr)MWde6F?_>hBmbWx1ocWA8?YCbnEdayB#)Yv<+b6R5rALT9agOmP0E+I08{Hfm)Y z-Bk{YpN-!E>K_R#B_xDq9Tu?a!69t@t1mV;Y0>=mLeO>!L-n^vE>I2y>jg$kMO~iS zXAR8UQq3Y1`>-j!g1YW2p=pN&m!<`Q+;2Fvt{nvemuHmWOT-TgPtkd^3mPr9gK@KS zA;u&b%;yr5X5A{ZDbc~Rzm@1-p@rt(#=#>S>H`eDLj7t}F1Z!Q{U3Mcf?xh&&nFhq zS)elt6Ss-q9xa0bZ_^=yGMvsfUg#{D45P%fe~(!R@>=3aZ4T1-r&Y2><0+72Xa@2< zG1Ma@?~_rz#>jdbCLPg2O5e|1Qe1%UG{bq+DF*Vw%uvq@1tvg*qlTF9>C|!lh3jo7UtN8Kd0y*=?`o^S#*ThBQ}%L$N)L=Zunz;x z`eAKV80877!4Ae_id8Nul~qjstS8lDY5p?wH*UM(IDh8e8G?(Y5F0|=m{u8=lvS}I ziYSN)qP~9*%9zI~h>^cRsJoN{(}IttP&lpB1$md!+(8-Bft@z$fULcRz?gK0MvG@G(f>0JL| z9@yruArI3zXi{C#sBX_8wuTL;&)CC#8ws?&IsvL59;`%Uf|eBr7FC3Hj%2AACfxcsj^7)0ERyj=ip_wKXc zv0WjK^0Qm1XQ=$sgy-G+l`HzYW5zbhmzYz&VZ$8|R!l&NWEpk1%6ZhwtsooUSKM_} zC`9DgK-~~i@T;)Hu!?95Y2b+cTZ@I{=qG>0zvzg&fv;_nDqKEcI;yr)*aiA!Ht<{vWqgdoxV(O zz1SCJEz>og596^zzYX>OZ5PY;u7cWqr7U{lH4unyiG;t7Ky_;}ynVh7l*P9-H6t^? zDc=C}-;ZdF)4F5RDN)(5t4j$v z8daiD*HhT>@e>PGE{`BxNK@A#i0GYj^03&5I&@l$7pdHiE90;YRyj zk9C@R59#hQ;{>W?KQ#Yyt*C#=Ag17LNIAcW`eDSJyiM%BAN3;XFjH_ASK{la9CRMO z6QafphWe1hdV4t0^utim%i@K z)xC4Mte{Gx-bL??BZWM?g=R~CIN~5_7?#vqVdl9H+*=p|vKQO=iuGY=+i;8t3Kn9l z+hJ7Cv_qq{HemaB0k$8Wh|Th`U_w8?Y5!<$9xmq{5;_lUI?WOK`;oLqzj496~k4r!&txt zEvRnfX{7GQQ1`2rZ#}05r?AsdKdlcrhW9}d^! z?Z)Q8M?rHS6gGPvLc3Rc$=}ci%oZ<)j>8eC{*ekR%u+yG^^-fvHL#W5_rei=P=7v@ zp3P9KwZF~_sM{Yep-z+LCQ2Kq&$;~<%51K}RNFXEx-gOMA5SR25LmcWgKb_Xz-ag| z>}*?rh2mJ;(|#R%D~e$Akt-OST#Q3ni@{P#EHlar{_IhRV`|b-|2>dD52=K%FLE$- z4RLnY3d^GYJ`J6#6zI`^I&t?S!1~`UT;Fj3UkZ*v_d98r^rtUsWomM2+^5ege^CBW zFS02%#1eiGlc>j45lPJNh1*2!CO?>a#RjYrR6_LC?T{3{0_K_=#Xc9Wf;2A(tzAVZ zOn=1{e+=U;WrpzfMm{v@WXwd+4^@A3h}ZXsgW8H*bRA107b>yBhlJjOms;Xk4WqtATAErS^TQSA zOR?3}A9dsjSa#qt)@G`icWOSwdJ&6(I_XVQE_40+4ZLK<5Ug`A1N|^x2?UuW2(oXCN8Q%N;QcSnDrKW_>ysLgd)aW_+2`l({4ZPVE>KtpB*UMm#ExF3PLxP}kycW{Fu7mrVlEHe*ZOT}rh=o6T z5`N=6jHHZdNiOkq#$Mw7#B7mXy$f2O^U!8F2ffqDU!Q45o}+3I$OWwZ^a@P;O#!um zlTjY_kQ*hdiC;4dixpbpOUkLA{zat!o+MHQZh%G!@tZCVXTu8%v2p$s@caEL1RnX7 zh1e8AN8w};NUoyApgDM>L5s0l)0v7ogRb^7v3Xk(bT~3oflBJ?jQq{lcl-KgCXW2n+7`5guD*pLT)86j{ z${uvmXjfU$4Evqt^UO2g$-w1p&b#P|m7SgWr6V z{dHMn-;?@x^$|Fg?o;Xo6EW5F9Qj<7TxdNPoi?7u$qS2MzUT*WlTX z+vN5ei>+ZjdDs0{pyR{_a(S=BirW+5&7PYmvrYpyWeksfdJW9~q%+O!6nt`rzHfbO z!~)|#HGxYmFweAnwDo<>m5#m9B5n)1HItJxo#PR@W2F^%g6C2%%v5aWr9O}=huvn+7p6mnhZ|5f z0x|-!FgWWVIa_9c|GEv}zBCPXeZK^au~M36%9+*D9^gs4`Dpzpl+MY3%Jp}#ZS?@q zwq4-5`_z-Ubw|@g&$>_~#kyY*K5Z#N^XUhe{G!Zv+JI*_5?a+T`AFRE)iaaErnJoXLxRvh) zOW!NZz^5;^W;nor=y39m_b;oyZ3$C*C?VrVCS-a$@!IlnDA>4O6KGux!l@Np626*S z>k=>}e>Og9%7m1J@7#2WhB}V{n6{ASxp5P*p=cYXl%Ih#YdN&tnM|E`B@>qJ#Lyun z7#NcZnbm)@QRO`VO)+Bv736$@|%FE=2@Y5pm2TT#s= zGw-lQ!&%UL@EH$6azGUo@#cp;!PI{|xCUJV)%e$JRqJWA3krq8rd){o>ohp6Oy;sl zy-?vk2y83e(LF2;1(xTT%(xHQBqow;xB|qK`}8_68|>HHfPAh9ZoI#SMzd2vHbTUt z1NNi-S3B`Dv+h`X!WvyaEQZWCYTh_tBb`ISvq`V5C_jHldz+kA0lQnz=sRZPz5!}`bO-<4gSc|wSWR&31f07n4`s_LX@+V7Z`XQ*_;WhS&iBHJ zjz`h`B7bXP7IG^{ocCkA6@mv_SdiLYg*#$89x zBG(ANx)TSq<}CjllLy9& zZgBG!IZqL+L3gkRNzz^7ViJ4vKk_cRyyN~B4rn|?$6Wp)u5891>=WgBCFFI#5uJuw z!8*uUuRzCX+o0k1Ss=LWskyJe1tsIX@ZM7nrteR&wAWz}xg#5TzKOwhm!V)@TPGG2 z+|?MyeB$e8UWd|*E1+7T6RRX!>3g9!k1RWj754|x%;h3aJsAO}Lx+Q>=^5fe&*ynT z^x60}89h@C&|r@ZDAaqHa``26{xF+dMi*Gy1>&S`9tVLVT9~$F1~_&cM}?$DZ28A3 zbZ|X}_bii9xx+`(`X!ke#@}OsO9U`+S`?tqL^N)?25+oO@xzNy@NCFp)`KmmgSiWy z52oGq$!FYlvM< zvD9lPzLma;cmJXV2WJ~`m#Nc#`(5?cMof!)^um^s)0Y@Ze}|C(vk zU20|%r=Ny^NXkWYOQ+qb2S}>_=7Obi*4B}NeiJ94aL5ZyK-3Om;4yLdx2^!E`am%34(tI*+8CK~)m1owYWg7E|&mOb1DwcH&W{^|my39+b3{D((L3b^dI z7ADzGUXY9aV0YdJt0}vF&$tMrqxvyJ8_NDnJkGuE&%uow&w{M@DpXxP1KwI8I&Zgw zN9)NC8Ig;+!n3UP7bBLLJ)RlKH$m{?I8=SS&Fp%YpmEQCxXk38XpK4r!!Nb*HFHA2 ztTWzUt{6G#_ci_XvqO{9hl4UpET0&nBX9QXu*2E;D7{2yA*j~YZw|Hjc=M@&Ss8dQ!s0^0q3d6V`j?YU#H zboVW=pA!z@5mLyBB4){x5DY9B2j4Cc&*%!{6{2j67;XTydw=7CoEom^QOLb&_Ji#% zTg zf7>5DLl+P)&0X9Y}k!UnxoUWbOSMO@DpiH+a&VaAOe zY=~tn1iUPVKC>gR`O6@DyKfg-|7!!vr7r5&)&@R%ZV}}!e&truF^KYFXtvG-<4q#s zTyEmT3R1gn%ffP(<9IAni6!^s;Lv^*oHah^78{1Lw`vUClm!j7ULg3ZGlo4^LY`&{ zeqKyWuCF6ek~#+cx)`87C5`$H*`P3;4Ws$pfr)dIss1>K zI_v|PvBykwNm$QUQ6|YE@CK^uSAo~`LhN2gS)YGAxqQqkrg=ym8mm6g(1kimZyvH{ zRX+2Izm2gb2+K@Pp!rgTM&7gwQc8-kwwZQFbAwUX<%3w+&4cc!xP>rPQ z78{HN3s5e}QZZ)I8i=K_Bc`?j3vVpnvo`J3JlextP9r-M~W5?`5G^#hk zuvq$cPojCJy%pMbj6%Go0$t8WzH2aLTc({8dxm7ASDpy;HBxBme}=mRBB`QcY~F^I)#(gif+_c7MhekXDP?siAkkbks54^-2SDq6^Kx{4 zF&2`XyQ4V`ATvMBVyaQknEvG`?wWQL3yVtWH4vifpFWs(GLJB<;hJcB>Ny*i@tC)9 z_$D$J&3k1smy&Evpv)9sKcy_mfd*!~>?*33cV@8?GZ5~2EiQ;jKu;3|tQo67y`3DY zO;%#mUh=n!Xuj2)0|DJGV#kCcFu1-FvNRf~@=1qJzb3)BJCy(1E(h_1VzeGtz?Cuc z#THK)bab{xl7uP$T!n84cK(#KI+wa+r z1`rI^*SleTUJnR-7>t2=wkW@rhTY{U#Njfgxn#Inw$NJ>+qM~_YZMTjvKE5>x(tS& zUC{4dIXW%Q!qmS{qQD_s9I)6AnpX5@KEBs*z@9ir8k-7sm*#`6AcZgUquJTK7u57^VUUMxxqB@vFC0gPJEI`cCA5U{pU9FF9N#HrTg%ogVC~-&gJgQp=oSaatnhm&YAigN9DR-k(289q7Y79`2f&<=|DP(LVt(%T&@ZViD^&x#=JfhoRO zL*1)BT5j{s4D4^-0Y5KthWn0%&`%|(OQU)J-;?mhxT6^Oq%RtTJE3IqSg5*8y`8)F zM4v0dz~4*GGAY{|e)$k{>9mB|OejQSBg$juZUpU_yJ+&e1{{JlxNmeUc+q)76@Hvs zzqrKGZj6Pk=VK@jGaU_bdSX^1Wh~ycaecRuO!?x1T4qzLb~!kKyY#PuJn>cP=Lhhn zN9AJYuB*`h+5%8HTp=gYXf!$%gbUeCY%m~KM5kPc(*DD<4|`(kALmiB)`OLPI!X7? zrC=FPGm5Bb^qwvd8-G2>gp~bKI+SwbmruD~m%&?W4Ke)hbG&uP9M=3Vb+Anx(QxG< zp0}9X92c@d`|?-buqlDr|7t+rjg{4H+m+{2NFbKL9{=a-~S?$A0uJ`+e9ICys z*p2S17ipfpX)Zn+wHouT{b299pTzc^ADQ{~KJ>X5BhITG2XXdi!E>G|`2JN2->k|} zIXy|_f47+_=U>vqq;W)VEp`l}T+HKTbnm=^{r*ft;m>30a3^1knQ#c#?7W1E4(f!s z=b_b7;;DW-E3Th6m4`36z^mUANae<9$QvO?!|gw~s&5Ia+qMC93+{5^VLP$D^%+-? z*G2L9oJKH&oOqQ(Vb|~stgu*x(!m87UYZE418l+Y{b}yCKN+69F2!cgc(l9kgpU8t zK;6v}_PpdQw09egQul)pEKY!c{JEft&~k&3cBuNTGq0wOOJH&_#5z6XvROa*qrj73 zK^crC-Oi%B#a?uBiGUK13*f)?BI>_+iOtOSfnD`ZG`_lqr7c+ntyfmDh_9j0YPN=4 zwA9DxN;~UDH&g~_*sjJi@TBY*k8$cya6GskmdWW{ zv+F$0TyP1DSEWMjqQ|W1sxLlUdK8ph--+@?)i8X34w{}V!sdCyLAG{?c+m3%6nJ}R znznYqhM{!Ecj*t6MoMVep9+Q}vQg^$C+{;O6a*=IxD(~5Tn&SXTXBaEv7j9OXCY*6 zHbfWujl8|7h5ekTgNUd!Yzi*{qo!gkF-k>`^EdGAZ{zToPYjOBro7qDW%$-F0^28Y zhQF)^tGXN*bFmDfMwviG3%O?J9D(eNV`!3Xk7=v-Lfg6^yVnjG?-d6pV^!ElpZ#wo5n^{l| zp}%UtDajW?cM>n<&Rncpe;ArFqPS%JZkDnk3d8y(QNH;#YjI0}L^a)K)-PrO-*=<_ zrUR3OcN4b-R)S#7XmScI0zu6NY|QtAOru9UjAk1at1Q9z(l(yG!Vf!KLcroo2(-;3 z&db6J;yV2qc=lrkdRHc(a+M=%OdHBBJ(Gw+w&sI2DUkb`(0BDD%6(1Q!3t(afScVtUb(CY>dQ@e%>MJBEjkR(c?K%4 z^*@<|eS17JHR0N`Lx0v1H za?s?G1M_VP=$7R1BpX9G_aF(~<|FezHILoX9mk9g1wnH<1m2K5ltvV@kS>nN? zhMa*`{K=Yb{lOnSx(LztsQ(yl$esGk!OnjkLGx)BS=hHL*!7GO>JTmX($(U>QnN*(wl{%O=PEH#KA#+m1I^XvQJ)RhD22!{ql(yc zjgvH>7kfbD#&pUCz2VBcH_&i6@gzV70*m~*! zH=E}MT6+!8sy+w)8@939zbM1p=Oyo%SA{~Y4;wN)7aaeXkJU&0q3y;xVwPOi47rqy znU4dZVT%vi)t|!~?@y!Ou+G>vNdleiIkq;B;j+K%#fIb5tfB5GSB*7>xrW!F^Bd|< zjUl2Ybw%pba&(l4P+_xx&vuDMhtB0#vN;zW6k!;P@ys}B5rHHvItFTrh;y=8f4i)7*G+2D@NV`*`Vj*$Cj5VR~3bE{~m*sJ>OZZrJUG<;o@Uj zI*Y}u$NCpXiAx&8Uw^)V)xYI|u53M|9oGO>E{1|d)Dt@}5o5`JZIy}L?Qdv5FvXkBb<}@QO@u6yC{zecA*t&H zoc#DESkt`wR9yvZof1zj-YBj(^@MwI;+ZxXaJ}yUOnLs2`vjc>k^cq|`uryv)0=wm ze*Lg{ubOoiUI)KHCoxh-JF7l^Y@%yC$nO1Q+I8ztI^i-m&K$w){ENvuWQjMj!!RJ> zB4#e_3;ix$0B`pb;GrD^=Y9*r0jJNwnw#e_X9DeGe(5W=Z1~6wBmZTphAWyj=#RQ3 zfuM?h#1uQn5KHueMp)NRt$H*F75Y?Y$fTL}{+rBn-v4oQ_Hi+%-~S&%iHIa3A`B5R zNHf9e=bCR3MNsu_J+z575CiF|=8_5R={^U6 z;r3|!YLt&nopbr;gVZrGFJsyuBTf)0bn9NtYG1rytB+U1*Y}m6?=l^_$67(aUqe_= zd&=+h8po7F=;vb7ADx&8z3)*LwUBYep%}I#mu4)KYqPuff_QmWV7~boSDw3RdwWkR zh<*;&ME-UPM5o4K`-nG8M%^ZXg}tQl=1p$XwGOOnRUkfi3tIlYg@GSTK{Ps0lH=yj z-0XW|7v;es{`kffCDb#+`P47HfYY{zLC#1&bR2#bx`wU*>l>HwVN(pYjao~y5t>Pg zP1WXpTR^Bc4^5t!Kzvv#cJ^3Fy}RDzjhV#ddVsq6F)SdA7`OQr@a%FC`m7pEoTl8e zroHZ5p2{VPzO&i8xs+GkdyIz%W?~BYYUc=wiFX~wD>@9hVqqUN+oz&jLoP^lr$NRq z10do~HM1*OkFD#6LNx8w_no_q9aHO>tnV&O=;&qGemMxO?~TLyQ>QVg_A*=DuNdu< zCgT#C3%AZ1%jaxLMs;W&Q~CeNLy}@JZ^&W@@;bqT$KL>#ab@i7qN|`9G>3}zy+ zoNMC}G*wq-qR#saD2=W~!Jr8sI50%Bc1|TmjgUZo+%MQ=bc~oNPD~t8icjCpK|2>K z2(016D?5PZH)}v7eXj1=aUPSq$pv6ey;9jmuB(5HC3+IGF^6)jWt%lwe#;>uh&VRK z-MH|d!I1MZ5&f5Df=TQ$P%gQnR(2246qi(Cg0%fbhKmTN$_FpC%jGxC_wYZ6-okLuox2@_&Yi(n3sd67Y-dtW>UZBbsWy1OnHN93gh82o(QK9qOGdAR zt`{MU)-B*vD!}As744ORQ9oiY1`a-s(02;Tua!z_O)l_ky~}7AJQ2*74S<9nv@7l| z$AssVT#%g#6%~3YWf3fb?u<iEi+7A$&GSQ7!#D4XsQSEy z8?}XUJ)HCcgIop1zw3|Z)Ko5 zagi(a=V)@uR&e(olnV?#f^~nI!mOqea4A<{aOhf;_xh-LwN8b}QNhII*MVBfA{ji{ z$XgdAYQ$Gh^T?K~_&LNGGUgB~l=616`rkE;bc9F2as2#0l&3H``cT1GnAD`(bktr6J#WMV(X-3P-VNKCA|)vn<8XE^x&!I|^#)@VK>AF~%yAM&^^FBltvUAv_yj(Ez=&);QM zHao%b|9Ve*fvdz*S=vemben07!jio_@=P%*BKv|{!B4Jt;vD_ETv8z(z)LRFpsp;P zlrtrgs6|om$)fDlW2BL&M;0m~bxy6~mgD?9pwFV6+%RBP}4{!Y9^RI|v1h zQzUtN6cFIIl&Ri1K;1DhxUBEy4N(c?_8o;D0SM2Q$Wi=9B5!~EoPGU*sFy_?lQI|P znz|DWPYgqo`swiHP&i5xMq^R`2yFe}#azdngr=+G!P=rH=v%L*yo5b>wcUok(M>$Z z=@h(+mqV_A-cN&;Vb@Dn5c!caB|!j1_Bq(|VGVW+Cf3GfYcNf}&Xg0~nYM8g6Ww>B z*?kRW-6rCUg!3|RYT_&V^D6`BdK_j2zWga@~?hjf`%0ur}S_z z=*(o6r!(M-O)cyWxkx?c9I#1JqqL++W1Os@v-=*6W#~za+Cb;mbN{i9b&J4fjxk6^ zC_ttDATb;f4Bba{v1aaR82i7YXndYr#&d{wb@nvq97+f0^~a#=sT-t!s3#XrKWu!L z&zdLifzf^I@o8uY=#CUX{t4oOJnV&d)e!Q2KMV%0W5`=Y zQ#b3;bja?$hQ;g1<9N6Ll!v1La$W~=a;aPK)f)saUvjU?B2sdNVQgDH?bb`+i&p{Mo^=_# z1`rc&0&z53ytqy2a&RcQO77QNV6tW?xR{K9ODD;Ho6*3hZH~kJwBxW^N!gKAuHw8t z_1I3_H%Z@Ito>CAyWKdLM0tRI^GNXQ`+>K9D@U{cl2Fz7yGFY%8WipG$cMWNTHbj= z-n0>z@k0*w`xjzP+jVXf6v<@53Cut-k;$j5MUlgGuCShfic2{VTzi;!6~A$ZfLMrk zx`7$n?(^6mxs>h8X3uiZVNmyWNE=X$wF4@+>_Hz*!s%m}<6wz9&ZWWq$}}(uUkMxU zU!{5S6WcdC4`Ioug`k>wUox#K9J_VA(e&vA$Xgi*ITt8Hy=Ef>E?x-1y$ZmlI}f{0 zo1=7S77zHU!Ky!XV;I4L0BCXVGH?v)V~B@V-CTMl<58U-N`e<1Fw#LbGrW>Vv#> z1+tDv&Afzg52}nu?Z-*P!q1N33=IbuK7O z=AIiDq3>Ud(Kk7qGN(zBEXu9QLJp{{UQWc|h+J@-z7HWL2>iQF;DW<9Fr6o1q0|~2 zE@y*w;sbTNSvjt5iNWR9!pH?iRlo~IkaNxh%zw8<^*C2_xKINhjz_}awZ)k6{VEzd z6+*`%4Re|_7uUY21<&QHQFwL;%AaqAH=`<1dQ-wYiJvdCm@Vnv>;wacUnb4nE6OD8 zgf}|*=-ej`-Q4Feb?1H7?plShai!pSQVH@AM%-$oF^>LM4n|j6d7422N*ZX-HB^BC z9b?fn_KQZg;iE)byG>%&M7#I>fO@&fDAg<)WQ z%Mnb~!ytBDIVAYe`LXLN?laL zshQ3$V^Ss1?4|rDiXTqJ^k1)m>c=_Me7yoSD`T+ZFX933sb_+_dg>R?D$vz$CsZsA z1?`$oV)Hu+6p8e>m)?00z5QG4u<$Ol^|wVAvmdOjI0MTYDqu%Z0(3VfqJd5>8oelC zrp5*^Ii?UT+=?)2Eit>(7D<8%?LoZu39A~t6f>ZcNBvQUu|=b>*?TWqg!)6yhkeB5 zHs$Y%=)OO7Adfvh64knY@}`^DnBPE-I;U>oXRAKo)o&Uor>#M|CB^L3*JBv6ubeI- z=dg9?IZf+88TWKqho-+J5L`vxDC1i+O3xTp zyE}(^ehDn&(M|Nttfjo!VN_4qfl=4#JA3iEgmh8R(c>D5i0dXQ$>ENl-Vc+j@$r!g7~zwR z2~FP6w3eJ<8BZvOB4?u5-I|7%w$S8H4(3g<#DWON5MAN}Ri|S~wKI0r&IJ9(bHMR& z0XJD;4OZVf*yf1|=rsN~w*L&q?(6~-{M;+iJz)jOa1lH|jldk*iI~08fqnB&qSeB` zdDd@qUd-JE9hplo;Gf+vb z)EUWGa@q|%?&d?}=`3tco=@3ZQ}8OZBv$MZv@{LEK$sv%q${D!W2}xUXh4Pq9LT_1pai-gsx9zDEE8FCvHsuSN}Tb4fGkD)C=?? zDTf#%#jfHx(BWi?IkA6pZQ(gh=;AVT89Wkp?4ft?!!$4&dWpA>`oY@EZu6>x+fjJ4 z57e$00$E=cquIj^Anf+#iffZ$PCm_a#!cbk(EgB>y%FUn7~0%lNItel;<)KWMan#)}QMRdc~rA@6whlNm2B0RinMnkLd2xBDtoeKaAC zc6$XMiA|BlC z3hnK?!HUy&<$5g_+%uEZ>9sV-?8pV9i49!Y zJdkg;BWBBAh7w72F72H@ad)}{I91I6mHt>J3@5*IfC8(Cui79gf>$3Rp>^bRmhqbm zjcO#&{rCWij!e_2T`RHmU-AXcxr7^U5}Pr$H<+F|K<9*^U@D4XqMwH(O#_$mreY;C zjmXoO)@_3dpK8jMWwV4YFZtskMbKuXOS8ZlTdQ#cAm}krHZK?Qr-X8yQ3El4%PnX> zQo!VtGgnQfdEc`vNvmQen$MYr+HJ=*%8%DID#sDzd)o~QnvbKo&>gmIy$(@&N8url z0i{gC1LLQHzvdRC5s$a&i92|Pdf@VtcX8U6a%|f9kg1Q>@TO=9R}UP30i$)%IkOm+ z3sjh6nZkt~HM}FBo`2O#BJHf4IAO`)tJw-ZSFT`2_hz*F^%pL9^s8Ds;k-EbL@s8$ zX=C>7p5xWkJr#rbUXqo!+ zc)G*b#)$=Ie+Bcm!_o0zGz46ok7B`fH28ZlG~OSLuNj?FuT8`}SsvQ|Ih0sbi|P4A zcR@S^!Cxpdkh))^9r0LGH#7r=g=}9QP>Ng*mED9x>$r z46Hng8>we0tq9eiw2Tf#6xIqdyZL5y9HS~8?ho( z!q#TRLD2nnCUwf>mK!P|XhoX`%vOf>i- zYfYNY#a(5TNv(xoe-$y=W}-;=p8d2X&RIY-S04Buvsq99=5UlJ8xMs1v}g#PWQ96z z893)o65733jN^9|P{#HiZ(KT`z7v+*#(E`rVn;*J$8`8P?F4L;(rkuyYfbNnwFfA24t3#HMQyvZY5;U9&?QM+gbzJ*2gHrZiGK4pGB|pGL&e;@$J@YpjLD- zH_H%Qxv~l`b(f%M$t+mZuLAT}ZA589C79kw=Yr>21!8%bHH zXA+^|C+?UNPq}ytiH&$L9NAukvfX>JZSGzCP<{ekW@WR`QIn{%8i);L8*vu>9xE3U zx3Ih#^y}5=LVdKfLm4_yJZY)jNx zZ4X7Xqw;)F$#>7r0pHcXz>rzdE0M``kO;?O>K0XAMwh48$1jPgGK z&o*B{k@T@d6yHN*^MZU0#6~sk>cf41>xGrA;UMrRWbbm4P$MjYes9y!;Mj8N!fAPT z?8V%(oMowUDzXS%aqxm;~B$2QC z$_;iqLF@i7O;EBgL|-Yy!dLkaEv|xDn zQ;~6=A6#}Cnxab3nOEEL&n< z1>>!hn0u4%o(=g>ahY-$^9&`a#l-LVQm!$m@k3$OdC(_MV!8!o8y}?cpJo}DXMF%0 zyVujR37DI~ch>Xe2@G}#ry1-f=xnn>sn8f&&8xZ9wmjBz$XRUs7=%VXPkBz~Vpd4! z$ch3#7El=u(%)wz9CL;bBFf0_p3lwZMxsG4E8aX|CaAa1K;g@ayuz1c9riMeIGIU| zyeypeXEd5uC9zVkI*97g2SVS5qVL(+Xkf7nn_3QW`DYtw>W!ei`I)8A4yI|~0oIw) z18hc&#XLQ4Y&*3P@boQcS~HFb3}qqNhDSvTl`U{r@h-uD-1=#v1_ zJ~Ei`Yb^1ohOp-QHy~!;SyVV=Gn_CNjTcp5+75b_x#TmCF~vBqHWyms4?z2jM@&1| z84afBP;R^wiciHtzY`IltwZ|8~iG~F{_AyAhwx-?O3en-J3bx?1@@EQ;F8`Be$9ccwe3aE(1O?qc`?o z)p;1Q$0uO-7Bz^Ljg@GR-zIm=1x(;uG+R=CTZcq9<*9k07 zyp8VjmEbJfislz~quZIkSymYBe5bEtX)R6=QOQxOrgVLCL#RaIV~dW-E3< zX7WWeF1idEqyFVxN6CRaVGKyu>v82zJy07Qg3wh$>L*s0`9zEWX%8P1l+wOZ;Dh3= zmznAQ;gGX#9q2DIhKGM$1$lOg#%`JgQ|(xY8MB@;hv?%dxlYVR0XZuBg@MI^9iZG5 z%p#84qITS5jgfjH)J5OL)|25(+nOZVEQkk1a4kNhoQ(II5_H;Tf{ym)FmT&>fSwyr z_S+NYVtI`jolN8Htub6_YcCEhjfU}VM`54OUGlN)29s50;MQiuTa9|Mwtp4069@+F zx^TKXJms~<^yj!fT!p_gxA!ZV^S++YDcS`MZ6??~yaIX$mZH3;A8#5slLg(Hif;~E zfKTo|(4I?WIoZyjm@|*zuLH5wD3Qs#W`Sp>6a8#P^Om|K7WBUxsM0SYZuL7!tI0}c z_+cC9X8p}ytjeRahJf~|l@g=(Wjyb(HyC7X?b^u#^#0-x%g;lNM>>|jtbvY;$xQk3Eam==a_zmZ?4h3;@3+cP`NIvH ztVXin-zl@c-x?|mM>1{38j0P^T5dZ)AZf2GhTb#fsE~NDiaDiBKa-ey3#rd=e?7cewgek<_drI{ zXXdf*S8RR7H9>+L=6EOpGL(lf_rGvxo8ykl%PxXWTrr(%Z!z61eaI6W$f~mPaB{PX zc4+rlTK-J1nMOVkQy1ht)JRx>KOc#kVsM+u=gRf!|c6Zb>M4b(SY5y$Nc0KWk_>O_dycm@J| z=W)@=%@Wnh<7|fH3>tn60M(~*i7cQDq~k_##q&YT@A4@~xUAsHW2f1SJ|X0xE`_eb zBK~P1We}ItBRo)G)0>5?A$SnR9vBMdz3G|w$0(F7I1GYo`=|?gMAF2 zVc$B$7TJ7syX(*D?zwYV6c6wI~?8ULodNRJdUIb>o z2S5{c9lGZmLR!%!ni~;gHC;^45Pv4RGz}Y0*@A&yIG2AUCN?{T^0x)Nb-fof7T-YK zaXFxyl#EeNrcm@jO3Wk=beZ;ztG<4deDYRf_eIL675>Xh0;m&Hc$e6?F}!(eUl8c` z)HM9Po^qxsWua$>fN~Sv!-6Jg#ygWo&OtSnApaITShTApZ)0Xe-+!m^?<=Tv0$*L zihBFWC@(t3wKuywFgtp z83uxJXCwxj{^451EZ%aRI>J->a6y+22GBh6V86Ria@he@oH!ISG%VxrN9I^?5(G7& zk_G2uh!Hvh+oPlyU3d%~gVWit%w#D1Z6oT-13@Inm+ZI{jyAE=pyg6AG^lo=pe02z zcwZd|uG|ot=1^b1`L1}gtQ;Ex=7M5)5%-=`0ojK_uzN=)-68+woz%&-i1UKaHWG}O zXaPoNCScF@6f~#|<%*>7NdUjDM7ddmree4= zbKbrXI%saCh`Ph9zDHx0mOAQYzpHi5EWwP-HDG;UH_RG-38P-xpdxqwdQvVlM|kgr6rUiVc`u8(V%8GGx>H4-g@7p-QXXRnqHSN zptT5<+e6jg2ghM@S17m`#<0@;by#YFFyaU~6y6 |sex-F}I89PI;w$J3efhjCyb zr<_?ZxujMR$L6m;_>t*1Q2uT=1Z}v>JHodynaxVgo6){dn~}=3g5~f%>KwW|gyQ|J z8JPM(1Mc~`;8{R>%TZHV^GzeD`|A+-2W!Q7)9Fs1>xltzH(7V`C}^oHK~LJNY9k8B zwKxNE{s=^?WiY{NS41afjn|w%9@Oqq1E~fKACp7wI}ajgD$b8rY~UT zoy3mSkwaZXFfrg4Lm;tiT8`2EbIL!=w01lT$oP-vBnC1=m<&qwb4e&OMUUBIaOEDF z*-tEhI+x zHyL}bE&`X4|FF@^BEd_E*s8aNEninjoVPScIB0>|7q-y3-x*Bbd12mO>SNp~ztLQMg_`-b7m+j1ylk3YKG>B}Hm!ZTCe3Oy7R4OJ*ax#v<$ITX{d^mg zRyC|H!xM7Ifuw)9l-QfmShep8G@Dj~Y>m0(r;6^%585?H;0!*S84m_k)7Tr@FB!OA z0?}k0akqlpI3ZV9-mDSO6deagjvfcQe@*!3<;P%2Og5_AlVJaY8yNKOSpdY6bCv{R5Y6LsMiEamg7IYPE$coHu9o~R<=k9vJv6&gf7JXotQ?~t-@s_D*I z=K^_!-vF-7_t0dV9f|hmXFzN3$=uI`TmiNVnRI(C%X+kqvPA;cwzCkkc@#KzO2B)L z8awSLq2I(l=peg-^6<`0FH{jbt|b{te>d7(6Z7v8^`ilU}|*wtOhyzF;CUMbBxT-Q_Y(2Fhyo5tl&Xo?bTN#$IA&b@_Xn1vLq57OY3x;Y4HhlWgbptg z=(qI*?L9L!jYAj0{=+9BC}kpQJ$s4+jLSjaKM8ODj6%`UT)rSS1;vJgLHadYqpjYn z=_pvkRR5tS`Be%i8;wx+j}R1PA0hvk6rApuK;ac7nyQ`2l~>6{zAO0nnrzAj?@Ovrl4 z8owMy!zp6uJ&JgSx>;cEpeCPQ060I&ARlN3RGs++(t_v=pg#!H|EBY>vJhHhK1=i~ zm&0TA1qjv*#k46okZ`<^jn>>n^}h`)>sVhH92X8YC*r6VeT-#1{=l`PX3^(93xrD@ zx#Jplj4+I6U5Tx1|I<_)zkz&P)!X33#@jgXP#IcZ7DB=#Pb{2}4@Ji*PwsG&<*dHP zE$d9tb@?E)Z1TYRlq?Vo`=ps{djd==@-)d&1|YYpmP93Nqx%6sVWJ@j{d^&`^d|a+ zEvI?<5RG`(dJwkS@+Q$I7ICnH3*7dC+l@QqDAj}4LlhWgNnJJ745U3b^z0;_@hAsq z_-O*_TOWAEO=teeEeE7KJ+R@>L`0YGbj+<)oSmurCG}$8f3MP2wXGgL`wSB*vHe zEVG5&B>4_?NY_hzzp61-KN+=SY362lRb%LJ9ukTQu)AtK?bpJgIqW39dUPFq+{WS4 zpm_4Ym7{D-qNcFdNV*G|Li^Kb9@_I7lzfT?^SCr_3XZJyS_lT5HA18ELgtuU22Rrh zQK{wJsbDnJZYOV(RTwl?Hqi>stJfnI7rOO?Tdr#CkenL(2*bm~oJ` zI9>on_fV{rtR?o?SUlMO1~e=BprUFkuY0b>MfvB+t95`stRp^@1G!=rtOQ~IFxJ%i zfOWJOj@mC5!v5kD^>JZ-j z8!;4jIZE7Keda#%?-@P$3vl<$9SwP`%Vr>663C-W0LZh_H{LQgoH269Z zg60vMc3hpr?1c?j8+l+v(skB0w--KL-Gi8YwNQNS1a$8n4mQRUF~TGfOm`P!)4(ds zzkHHuDR(FRnkTWN&V{rnn3-$NGOIJYK(b5?s<&5oUFbM$`*k@~)Ne+iriC>dYe0I| zndcl|hQZavC>Xi{D^e3!`yTS&y`2H=qjaG{`ZpI1D?rTwnj1ci;c3s5*znsa%-&G~ zp5vafpG|Zx*GeHjV;v6u7>;jrWiUGY7Rb(zVXIRwf$Ee4izT*BtH*rokp0PKm?c1- zjXTIBdsz4OzR*ZgP#MSo_t#~T7tym073xAM>T~Ie3s-xZG0LWO; z$_M%#1Km*};4^dyR#?}raR-DbB5<>P8X7DO=T+~G zAw!bKgm(Tc{Qxl_HW@)sI=x4&^?2mMdff5xHhC1|CE7ME3(U#G#y?7#r`|dKW%Dgi z?u*0LK~B7RO(nS1%dz`m5{|W@yR`BI4*P+qKJbm193Dw|igb)JI|N0~PJknPW!iXe ziA5rUe~PbC;>`l7+z9q6gHK-v6#;Choh?&W3JG|rCY z71J}rL93ZnRtuPTtE}kjj>^)T0+^zG%aP^lo6q@(}Lp6oqdZ zVzC9LVr%~`%r2rF9j2E<`->a6Jb@T!TMuj8oEo|IP>A@Tv;=L2W>L;H5@M!Z!_Q0Z zqG$GVE|_A(R71_^^Z1JGE=Oo>Op!RL=7PyrSNtAUg|)t|JZIlLu*|*+pB4Mi{%b!F z_lXBH>d`31yYtm2Dxk{z63F_TD$|}k0xxKu=0aKS@vB0?qc{r^YzU{%Y|Gx_CBvDy9&afiI{P!g+(-(LBnxJX!$f4oHbGmcp%5prWy!v8I1N9Y{2x9 zJN4>)py~Dp7Oy>x_Ql5m=GcPBNT9ZHp9!92m-zDg3Rn~u1D3=`%3nrzX&tk$B>SsDug4g+!tcP8HgX6@$n@!>o@iMT2uD7F+Bn^ml%emX`l1D$x5|4;-g)mfnWSEISKvm8gXD(JItfd3y? ze^%60+<%YGcycwji$4bHg>%u$^#oHcd?iulw`i&+jD+UYwP0Y;A8r0O0$VTVa^(|a z-Zt$zbrJ7!-xL)(#ysST$U#gv#+7y$!K{5?U(A_Jy}IE&QF${>Bl3F4mH9Jy{tXL| zRnxus1b9Om8(H8^{b@mrV^`qPlcAdWt5|grta8H z{;Yo{s%xKfpC9HlGhB{U#j9vPd;mmoDrl|OeSUimb?eagOkCT>>k29_*4 zj~;#lFi(FiZakU<9qL)EaNhGmn2PLi_u^V!xBXiiY{N4R2`Xx zo{opW?U$)sX0RIdi(TPM?Fm%0jb?__N09YQlep)FW79HwZaT7sD{ro5J_dd$SX9EL z%U8h9@k)pYyTx-YV!$_IB#O`WNA3SqVuiUB>hf-ZZ%jUGH66p-6-)3Lbp~7iyDBky zoy&SEX*RUf5-jxxK}+>TG|zs;-&jon?MF|INz)-{n3D^cAE+xhw4SvWQSR`Cgf|5w zg4=JyK|UoK+PMg{c46xH55zBCk)2nLhJm!xE{HD% z%Y&&9VL_dpS;^qw5QQ<;D%xA6VDO>kD89M{b9yVe<$x_{qxpq$p698ju!IdZq5tFK z(O`aYB1)RhqDPhu;`2>#|78LW{zh3gy*tphZ~^#PPXL1!E7WF>)o9O!qs2eO7QM9@ zsvgWi?b_Fx``aq8`C~nr@@iIlfWEWW#9W&m$JBxMdEPkc{tlIZd*pE}8CH$D-DUXt zLnYLnKY^bH-@)42{@6N6ilLXO3o>Rc$a)1ybmz@S`TdzZ<1fl(%^Jb0(y6;Nz>oEl z-Xuo+Q4D(jgxk#N0p|NBLZDm;4k0Dz_~RV+rZb3L{!eE03++Zd4WN;BIT7<;asBR4 zv;Yo<^C_>tf%+~ITV}R56}%>0rYx)(m(C&w!mH~b5nh8~y=k5y?1Kim$hF1YJV-DA z4DQn|=Bq7F2-ot$U=iXiT@b$V0G}iiaMv%y@#D^;)bzQeE-4Wcd}l+xjsjIrmSFQT z>d8$hhw(CU!>8=RTF+a|rQZhP=`V+jx;P%VVK0aVQh!1=6=S<+f%&IIrmbjFml~v? z^PmEp_Mi@0#~Lx;clWrJSvC$_p9#t|3(1>I2dD}UgP(I1WsQzSRoo}#Dp=57(CEq@^qX%$ z&q)K291h3YKi@H{yK7;Q^c22`RfBO&Jbs>c9iCp&f&6h<+{|hZ3NHW4=j=!V<;7?w ztT@GU=G1K9m8>os7Osepu6)jV-2qF@v5h zJ_)*@(=q|On_aPefRaD#brpQC*kes>Dya7MXVQcLu*iYqyM$Y)8vULNKTr;Dr9L(_ znvqkhiZz}4!fJkr0Bhn~d8}Fo($C}A8{fI$b-xc*=%f)-?F{-8S4wYAF=foZNj!ND z_bFcjktaeyIQJM671wG^Ctd{O=G!=S(PgywsSlTC(>p;tmlY11h-tsmJ>bP~$e38h zWSe$MhD{2?fQBL_UYx-9^FmZvKVqtV8kB!lfrw@dRhBCfBw$qU9E-@+b@B1bgHCLcP!dq0m{DY;@XOHY-3#r z8l9bi9WESuHlC-upcAw-6H7*Plb9%;+{h~#J9f=uwQ0YCm>A4C=H#k)zMl){E`r3P zkvMn=Cy%NXMErAucDN&O;!NrpZM?xPvbJCgu{T=^&vD1eW#HA}gO(XRQL%t_f6pyS zdtb^TmiiI?sR&I7UVGjsDrrY$T*yPbdYjN?1%`IY?MT3^C#EdnT`!j2T?m{ zHzXIUK%tEV(Jo?>siV1NrjFhg!yXIzZrZxlX6okcn*y9-b+igIXeaTpe6?EB{fZVi zUz2&y!c2S@q$CM$05*fNxT(23B&v>L?nP=V{DJe?{Gqb5Qpq9a`7Ba;(wEMRnQm zX<{7e?wSv7+A%EP*dZ`9*bl{5C??%21ZBZhXu3R3A|1Y)HwW~EPg#**eo%oWPI{>O zWF_d1r=g*nQX^V+N)yoA6_=eqQsu5X|XC}!6ZlxFX&^pLB909R^QNZfnDKH)QNFw^YjGOUN5M`H( z)6L?sX_G!0M9RT;+Z*r6(dU|5tT<-LO}u;eW?QPZzn&^M))s^r z-(*{Z!5?%lva{f-IvWU`oC4ViVVLoo7qs-g!U8;_xa%}qNRWl_OFu4y)ZwwD@!J!Y zRun?Mi5wmgECP?N2_SnIL>^ilW^y_XqxxLL1y_$^OS>tw>deK_{Sebz>d}LKJTC1t zQ+a&>+I!S+WefF{Y5%R*ID{_=N`Uln@o4qL9sO&|u(m0R2Oc^J_fslx!MALb?b?L) z<;LX5T?SfP4G3e2dzv<$atQH|(C-VYUwjANTnPsGM_=lz3KoCl3MX|6Xfc9@wMWHwp#MLd)cT)4XM!HHuCdpo@bOh*lu~cCrYB zfwQo7*)Ul2TRkegn^<98Z}J)GNDKs|HKUwDG3J?$V!l+)spl(sJ+Q=}borW6c*c9qQXK*i(F1Ac2 zp0$4@cF!7*&h8UX^0)*|-QqNc7n5MyzjUWeS;>q(zGWdBsPFdUIP;bf3t0Aucezpb zzk13zXh1GKLS#3(w#G8 zCj{=;h0;F?HR@xVv1d>*nAi=Xeb+Un5oY1L9v3lCI|L)9l=8ZB0<1v|inraR8EGlF zIc;TK^_O7xEqWJJn`6`8w6hg$h1hHkL3@nR)N~Me?glXtWkX;2kym$GA5c1%fUENz z^vr7Ejp^;&5puc8L?82PqakqV2vi45$DoQto|e21WP{_md|(uM&Pzj8<{jK`k^vbx z3+VplgsSWtJWsw8G^uAHZ38_&N;S;mJ)Ko*9Vb@gyHBRUqIcNPPLV?h}j=J4z2ec!KQEo`8hS(w_PVmMN{h@WP zh-V+mM1h`?$>(u+ahwr9Ok%)2TsN zFS!mft&+?9lGPf|3QXAi3pUx##+B+67r+;f{H00SnKAYP&LDq{BK5}47$stZw~Xi@>96{cqWd{J_o9y^SNvPC6qS~ zN8$T;uxrhNoJapLlCUb5%)(y&M(xh8eB@5jGH`v>jn&19fdp2B;lgki)iLG3W7ZbV&3d&D0U>4 z-ORffP90#A{k51Je~x^m!I}u`0ay|hiDsMVp1N@kxy>3RZ)gVGb+U%bCpYu_7ux|< zu_&*mu3LYaee3BGtLB@eYvEE<3O2IGLu+sm&65N6Uf>a5&$HHp?_sBt>!NCE`i>sY^ZX$NP8g>w2m+#KX(cw zzS4l-8e>q*@?b9GN?F_YaVRJ}U~8(=snPZnpmgCRuuG^1{e@}R@@X;He=C3wycnG~ z*Mn2Pedtyg$~#jFv2)c?lTKw4`D@R`jU58|5QZN@wj?{ped_M&IZw*h4PebpZaQGBcj~#dE{rhK~CMUF= z+hyuy7q}2Y@6Mo z%{_~`4oSzM@5w9koW@ zRGeA`123P2=FczL)9z|$m)a6v;n20$Q9W`K;7@%to=V=4jnA0L zRH-;3{4Dq0bPLl?ID_@%^QS<&3m`+K8pnxl=3%bMV&kv?EE|9m2!pO4{0(M*CN#h*FKU6J8 zNoKCbz2pzBdU9Lrebo`m+(v-Mfa#!}7J-?ik>KkU$%5Yx0!ugQG-9hDs%AF$kABKb zygrDlviC#B@@*hH9EYoChNEH0VDcbcfb7(f_#~nnwN(>X{GUfrc4Q!P@#+s!<@mqY-!Y+yyFI zW45_sAN78zpklojxL&&og63Tgjf+#Ub4xXE-X;ML?P;(rTt+iif8O+Q3!TkjTq-0z z^z&sfo=9Hm9w%99Ksfq!Bi~!R2@G$~hxj!ys8dFWn{D1QY#5KR4`-msdMTIQq@RDK zuUKIIXR){aLMZAt3Owe{LHYVo5UAb@i?3_p>5NjeK0XBGvwm>Z5qD@PN+YdlHTaCY zM7)l-yh6JY*5)VSHxt@D#2yq^JfDb80^-^ACar3=B@QmqfVsv%0C(*#OIJdy_#8yZ?IC80$aWI%7s|$$qWs}==2v=yx;@Tmly`J_cPwR9&N?%VDi6zyN1^czONB7^XKTm^4%x-}G@-HlQ zDa~_o2P-O{M#_n+{Vqt@LtEs88Z>=-Dx+_w?A(= zzXsYn`hZJ{8QRK=h)?#Jxf!p5@ZZZI?QiONK2cF33;-^u-Ok*7qqxCA(p2BLp_%+7 zi1x(t-VFt?P+SJJ-;d&4;^#F;Ex>ovf85A<6)4QSHQAXmsJvVV{wDu1y}278^+_R4 zC&^;(Z#m%jTObVm`xG>NScBT-<6u+HX~>>d46(ng0PVP)Oww(H=22lPyrfRI2Ywg9 z{f|!^R!#yN@}#J)aZSL)-O!Od79hkJAC0^Qmf6KjRzHVZy$c89kyD_i>K580M?w^3 zp?lGM5Y;sd=#Y zET;I)2HE_r_%m1qorlhH!zc;w+(oR}ouMF^wS(&xrD>!ce>2xNDhT`>!|dxRKRj?X z8umWJ%zHdxo-5y5(TXl@kyZeGbfPWlXr^i`w;qH{~Pe;DPDHn7zLO^SqQ8 z`tb(tuZ~0SI~iQHtdc37PSK>$9@u+=JILPMVNS(~X#S&>%NF%#@uii-vJz1Dd^7X+ zt>euucX*d{1^6dUW5zGyp-H_5Tc#OeXMQ%xVYgYC1?~Do1;mIqK;v;@%(0Q8aJCOO zQ71D04+~H@cBv+R6Z!vY^59}hIhf5pjUD|?QWvPXSk)&|BRI1Ig}wW7=jf+AFxL%D zY*vz=a2yxB{mv@%-m!+2`?$}9ZRqJANL-E;V0*rVXNb;Vfbs$qY&Zc8L-m+?pfTpJ z+kpC!R`4=90fNUEVOmTa)ciYLV|j|0Z11l?8*zRF7S`e#|4*#7el2=Ub;ge2**HA? z7RJ1~L;X2=?50T=IzJ_D)YIMEvL~@#*9n>PWjz#}bl{<$9;h;uX##ycAz}1gdPh`} z4*N-L-g1_Ca%a|l;vW2%mXDG{JFuybJI(e!DBS5GE@-dB-ouUqK6QekN9pM7eVh0E zk__g%hGUJdI}?^&DAAQYV^Ysx{1jJC=k$B-aXSbzS5wYo{lA*{Tc>Cz(X4S%Gzm6{bx9nHm+qR)7J10 zk8Z%`vZ?UqX$r#p-=M)Vfho$Dh#NBKzMA_{liVgpbCU(ATl$mfT_N6aJf|60%gq}G zL&o4(aND^Z48F|=`Dqzed^82+{UlI1r*Kb?tK4c(7Fwh(#pdrtTtDLxvn+39XMAMn zY)jpEAMLQ+X(Z3@aD$9;;*H*N0{0&VU>d#(GV6|`#Kl$=(0>lrnhWtk5Owz~rJaC_ zEoMr!%y5*9X=jnIZcz!2#A2Ea^EB>-mUv$j2cij%*!N%w3fpd~F?|ULCjG*iB4|JH zXF3S$PL~8;3j;;TE(|<%1qR|!2-%rMXVW*(rSqOH3$4Fh!HU| zhkIYEChzA?_^@3FIn?yxaq$9}$h)z?XNFJ_RKQ2(AVyYcG5Eu2^u0#9%KB>>`+7^1 zW*bqzaV#3{wx-{47HQ=M%zPIyjTY~Ps;P!(9lhlLdMfzOfnn%J=bY@Xhs2PaE_qwa^O;oY$s$e3r?SqJHT>~_OX5sXz19w+ zRz~A~K@{q@8A4vaM2u~BC4U^is;QZ1q@>xn-gH3cQnz$P?d6fWM zMK3g-XD2fG=pQ^PqbJ_qDg)u18_fBA83f;ng&#Smu;G{!lkDFBCO)QE7Z=VF@B2XD zvG;6#;zdaIJqe!2HnYLQ=&ST7mimL9YXsKC%&ap4gvwwh*z!#zXb#eNi<2<@K?Hd2 zJXioVdyj^QcNTb{+ZpUQpMuIU z^QNTT}jPS#*(lAUUj;CLc2O1x~3Y#8=VC()obQhnoECq1;I1Rka}$GuK1Cp)+?U^!$+px?d;qPU&B~p(2GR zB+=(h&u!U{0k}K*I$~oIT5nkfZmT2Fa)rnIx^lp`>FwHys)=n-{9lFQ^42d=qs8uQCL zLGX@aC*AdH#*$B1Y=s4s zLz>N;e#}DA!EP{6n1K4>$;28jVlHmJ=={77G$+ciz=QSybNg_|^BGWZN(#CMv&cs= zA3Kygpk*vE#+viMB*_nJ#c}A9KMd{cO~5F=oTXXE@$O&J=niRykX(xDml<4gvKKVE zr;@+f23>QipislnaPMH|wKER#8)MMX>>16{811`^ponp?)22NZ1QCeJ^m! z{oQzbkG*W}AH)Qmx|%Y}GO?eT5KO-H01F*uR4o|zT%ozes0=OV9RiOZo50uY4UgJ8 z4`ZM9$MHp#(ED%>7`_d{wz7GkYkI+>%={qjZUWkGwZ&AgKjWTGE4=TlzSU6unH4%=$+qj4O-G9D0`yB z=^t}JfX_6#?>C@r&MzR$s#EI}w=~~|rDJvKUD}J9mAEd=;hjaX%qjIZ>dOjev>Ifc zmBiRSXf0N6+<=PyNn)+(cW(DZ1A_khcyzB=3@oAE3x*n}6|~x0GDR#oPdT&jey}?x z0`DiE$FkqTAts90OI;e&dqy7FiyOIma}N~C*AjoXgZh7+vC5XAXOa+vukNyHStfCo z7m8|b$2i!Jq8a~kKC8-Fij`lKP;7J(%R&yL-uoK>&l#lb8HW~z#^AEu0=8RncoeBY z|0y=y_}yp_WbfeKH%TKgREZll_G2Tp)OkKZfH{XxfJgf@#L)B5LiY?^<87v=mxrq^ zWrC!3lqS-S`q{27hlm%6ym3)H!duEFe{lolv&%TR>kKsf@{#ElzSCI7p5PVIYW}9j zWe{Fk!CdyzuKwtLNGpp1Kerob^B-|r-PdDF;7K&JS_roP?!@|khr_a|_t5k$U{`lN zND0k@&bbN}tSCW&=Pf2!&?IgcCT7~(dc4iR8#=qB%;?f1rkWlG`B??14m!?$5$40( z)C*vEVrdi=UIrfPQZ?)Zm3YYiDw@SL)~=^_r121n5W^I;86)+|LGb? zzr-*@6JMr0Q${QZW0V$O5__Dj#^!xjxVv^9)cms?UREeE`D->vKiGiq>`bIef zmvw{qS5f3W`YiHx5Ws#}1~>-08H=eDl76s4-RKt z*_F8UEBRTBM9l6GHJ+8eX9FeMG2nqS*!am&Wq7S=N9R`PU^2iW4z zIQ&u?21UVrK>s?OQ~NBK;lh3pQB(%tY>X29*&3GS-W%YGJqo6ni9;ThVoTFqny(`q z+Du!RWN9yTsnaE5Qc^ycM4{B9N1-C!70ZQW-I)7Q)M+t1A6^2}r&^(Qe$ zj?dKitxiJ0$T+lJH5yEvuR;DpJM1D4oL!JV4or!_idVTz{^SbRIcI~>wGt40B=+vD z2~e}^yQY1AId@i0fSnfA5CL)EbbC2?X9c4)znQXd51D=75ELCMWQ$XkSQaY*x#Ll8 zX`TU9ngt-tRWQroA*3glpp(r#ta&(4E&pFEGi-mu%`K{!PfaeWq8ym_imNQ2w8NTF z&JdA$0_4QfOd}3e&!aJ5d|(vnMm^;gcYlN6Exk}zltH__KSdYMDZ#VzBEXwlkWRJ~ zqvm%kaY7n+z1;~O?j`6va~(vM-Nk@cG|Qy-=61&h(QI>@wXHl2!AV=t#ls7dd&yz7 zM?PhicB3rZ090N7h!alB!LUao?`~EE!bhLfjqX}FGO`>a+BZ;#%rK3)K{trqCr0^U zJ7{?mg7NQFP_zFIHyvdK4PWoEKnEpL?EawEC5ZU&ZpR_Ocq5v39zpkg|8kG<#MnC) zk24o*P^EgS5gdNR4HvB8-||YKOGEsTVmk=EFNBU)LU3RDKlqld#-fmm&~SJrxF^R# z_Lw>7_P9Hg#u3MO8NFLZPGuf@4AJLFA5>nX-qjIf!EN{w7-}1h?XHDrOnsI$qvJ)6 zQ*+QehC0yPTu{ECC%m*$fqMI69-OVh*DghnveJX{*rjUMc48|!wQ^SE zzR_qEO=YNA^A||wiZ%OoJLv14X#?!6WyO@Q>MI3+&+C9 zHl(-_cRCf?!mV+?*F_Xxlz{>cfa7*6mN6j^1CJhu@@};M$!%bZtwO=EzaumBD+A+9 z$~jAe(Z#C|%r6Onls@4QZ<&fU`&z|BfUp15fIpXxF5Et9bEV=QH~mT;G_jo{kD85Cn&MT1|Q$8e7# zc(lD3(@r{I*Tj1m_**9TR+ymT!!%xNOBv^V<=pgL9%hU%qzv^Y%OC&8dq`(ai<9ZS z)t|KNaom?b;k(;TLb?4V>P&meUYlh>lV}p=?;e7#Bd@cLZN&AvzX@mS)F9}($OLu0 zq0QPHJIPb<@=qmL&h5))Q)hwV6|v~AS%9T*4x2AeL`m31{$@}Kyw)qh&RwP4`$sYc z>>dLR=ZLX1v>ZbJqpm5q@ z2sYn;&tnq}(Z*AXHZeKy-j1?I&V6|C0lK@%8pKlLI#y9K0py2{VE2k7%Dw&L5PWC{ zt+23WeP06N@{fFAjMx*iha=pgwosZ*%)p$aWDJF(&R z6im6X9tXNtfKlZDG_>6aBGwBNmeQOuDot!2v;Ymwgy=h{lO>XuR`%CA7S&w{M|4V} zFDfxA#2yVO$17PQ$HhA%K+rN+;}|%T`QM@3)&M%6Tbo6Gud2{}EzLkCwW6W#PJ`;r zQJ#@HhMw7*sLQ0Bpq>gvP>#KKN@3{YFz~zPhcS1iQxcLF_4$XLmI? zD}eY)80RiUwW&^D|MaOE>33cfpN^r@dQRVeCC7gPvWXmp&0RR zHM5(dz_g2}Y+KvT{y!)2&N@_oF6XWWWh`LjF0?G(0n!)AFnlPTtyb|MWNn_kng?5%k z;F?xSEZ&DcG}HJoHYco{B%OLZRnbC@V_@*8?ZH zf9V%q6FU*RZ_kFjPx;tscL`sI=F(hk1)jw{Au7HIJE)%_yy+x5W}0#3r`J3`J_>ZZ zlXLR1YfpX3CR}IN#%eNyv1^?l z2<;oi;nyxe@wQ_i>i?Mq+$Im|Wx6lvj}+PMqMcLGMCN_55B%JD2W%5-x%1l^rg(E# z9PL5xG=VLuW{=?w{{(Tj*Vl<_uE6~08JInZymu4JHM-_!%xL>aY}zslg%(2{Y9>=> z=-E^(o{|nm)3dql-VXLAO^SkZ-!=7XEud_c8V!frqi?};F8z9k$<`{lt79JwoHGj) zeg08r(+sUY=qwf}PeWY`<<)bk6K&NOZq)vYIW8CsH~UnfU!R-QQ?0NMsLp!H z+zKnOB6<)Q*xR5~Z#LEl_N#@@3%LKYGM>5EkClB1K=rJSm-og1LY$`2C{6qC+w#}ov>jP=|=eC#OE z#jD3D?_{T`ymJG>C!Gi11{Jt1?2dhDZ=AMIj*g_`yO&>LhWDJ9qFba$`qUak8xx2h zI37gtS6JnfOO(C5jYbpmu-@sww^!m34=rXMZs%`Q^vtCFL0OJOG%-I2RjgC4>aDh-Z1HL2Qb-{#H{6)p>Jq7X8e+k^}Qr0S-wUbTS+;My{6RRx*aPFmV)&f zVhE@bOEUKnbA$!LgH(=YHVG)caRnsuePY2hS5)VkLz+_ymnN;`x?Sm*c|Vj3FU-ck zRk;{r5(9-#$-^{d8Ix?&*aywIhYkM@#n}nfU^jFP2=9Gox-ZM%!y;q!jPoInV>&wS zEW@>nQfQ}t6b(-e!OYn!(Dv3X=6~P`SLz){%O{P@c=jwP4Anq>%rZ3CdlIDM44LA& zmQ5X@z_q~_h^_Vq^L8OtP_OBrK6#AxKvul@{;$w!_ny~ViqLV-N%XrHi0(b^@`y1$ zxY|zxsbm*!|IG)}^8aFvSEan!A_3ixKH$=Ceemgy5@=nt7p3XqVig>l*HDcs$#4_Mq@kM7Mwv03~VtGJa6{?`I|(cQz;%T~^{1$x}{fdY@zWJ2N@ z8xRyd)pQyVmy+^Wx^Y`r?21U(+M&Ue@1%)F+yakqA=be?rYde{ox^@Z?-%)492SoC zi$x#}jU`QVHGa@+p$^(j;+jc^95RQ5FqZ&2TO1CsRuAgyySx!=6h6d3@5u~3pR=0l z-HCG{Az#gAs92-o!aGjP|H}+w2xLP6?R!m={Xtk!OLp&UF3T5!Tf#+HoJ9H9o244< znQJ%_BC##(UvB3nL*?^%==c0IxW?RrmQ(A%_jn~%lqK;{+jtbnS3>BLi6|mnxaRso zG|Nbb=Dm3kvDO`wXJ0bi=U|`1`C+DGWcn}KSr?83| zFEkPDhn5V6^^|Fsq;H{FaWUXU2bldj8Z@61@zcwE>PX$g+^JbmG2(m4hyP}vRDTY< znT(hcwg=oT&Z6F}*=Sue5gT|3x?UKFimDlqX?z#dGzUM;iiY5^KG?(up?mygRsiwX zR6>0I?he=%tKyFGx!iNJA+ZvEff}2k;xn#iv1&#)G#=uNJsXI5F(Qlnm}{Bb@G?|8 z#X~Jy1cF<~QA?hphAT_p=F37z{6h|z!LhvK!&Go`LHIK43>w`d-+29GXsaFt?#C{1 zuXm^LeP}dV7zcuS(hz9s@hj>d$%nS9r1q`3;Qg!(Zje9&ZWAB_Iv_0i?z zP2%y-#*V*oG2+n_(g#;*3I|1?Wj2G&#HUQSo(zEl|6mWy;-Jp8i3RGLgZ|G}-ahde zbFM4}ouW?Md#@5xPCL`QnE_|wuT%GQ4BbJpSgfNr)@*82`&i|IExpgYZOJhXxQx?+0%GFvqE^$fy%U1XZ>>Ce87o17y>|YIzjB??T*UavrMqY zoJWO>h45!eP(&|eB390uTSnvNaWR;mJP1`vQ|5hQ6{Nctfa}{mwA%~ik|Fz8Mp`B| z9Iyb>N9*wU;q%mCPfXKY!AzlV%cWfdSs=~j)iaB+O-C0 zE5T`yAsBl|z;2&8n8bO2Zqhp*JpVk{+PFbYAnkv?juq=nOxfPiw;*8QDE#vIHo~|; zC_U1`&n(lRq)f~$C!N4Lzny4%!3WK<60jzfycny3S@Yq0-1E_1e4P~w^`Ti1?sNy* zuZ&@mgxebP;KNuuU@F)~Zp7GgtH5yiSoD_u&gVCs!LHNYpf;FxsG?O&)vJOPXIutV zu~MA8?GC0{Rxm3e`NE3g!0|YTp;@!+f(_s@*%2G=lgG=EGzjk`zO35?Xx~|hZE?47WNaMm&111<=u|F= zcNcw#5QA`q0R*282Hgg_@4Oz)wI7G^&PF+JPC0OuRinDI{RDQ9CK>EL4g^zw;q9@PSj8h7EPFl^ zcEdGzzV{4Tx-Lb>@Y_t|cLuD8@6a*L40JzYSl5Um)YT`k>V@IZo4iSxm*fyQ|5wUl zePuO~!gge*fVY_7|6V4dL#}XGvm;F`q<4g#QtU3cV!3#8vBM}aqi-v(k z)ew9`4bJZOH0q^x)M3&{WyvPC(7_s zS2Rki&Os@0Rw^O}fnjSZSKZR*e!GjYx;7uw>#xJ+p3e8btUJlK1 zO%&7HCBjVCAf|RUBwy68Vw3sjiIunq^&ZSc*Od>MM%LM(Z+IYlT8MDt8@qql%ee|%KQ`^1Cx(md0qEp zCSSZ1eY-8fnhX0`bkes2`g-S^G&a@3nS3*sfYP;qW4_#fNJMB~Dk{W1YMncb#N z^IX*BEn!a*W6@G?J#+nu?86Cb(0f*mTJtniUM*t!r)S}}QtFw?*}{dhN>e(>oCxL>2ARD;I4L8$(H2Mqk1dbLLoGiZJZXwMaJ+Xrec zF?%guape+JP1*%@PY;9Q-V-KuS76-=ElL*_@TT)+Fnm@f20QN}PE8rFS=Gja1IME3 z&{c6)zj0VDBF^fvvE++QhTxvp(6=Ijuex;-6?=z>qx#>#dV|^2-O>%s|4U$@c9Svi zb`z5<`klqAj)H&kIqLf(o|%0hD1O^3PFsH*)&0IOMK5b+GTguDLookdJ5<9e&EK<_1_ zk~H z_j+>uF>-95cYr%RSd2g4-9X=^$y{%6KhU-kx40}4KCIjVt_zGnPG{oyiHK2imgCGh z)Y)U%7gzU8$B3aG5HO+u9hXkw&1rieod zgua);!-3qh<_=%`Q-Sfu)PBx-x1;7Ipo#6CU)0M zM}fLllUIELd{Yi%WoZ)Bw8o1%+Pk5|Yc-}dKW2KNUf{RAJ9hr%0j-r+VLa)K&9j%I z?nMN9+U+LR3~Lh)xRHfLL3(tz$q`GmUs*-=Tx>L=^DjS8{WLiQyrZa7XXys&5z}XN z=c4diO&sxTqYz_9W7<+z)KV@XHbeq7-7_=|E#G;-wo*v=NquDtX(yfgRHM5PL+{uD zTz)m1t6pcqz`Vogv4}DOy@HtDUsV`BiM6JrfESG$Wlrm4VZ%_Q)&914;N(@N@loCD|n zhtNNy5E@e>30K?<}fDjjE1fHno2i z)VRcnR5TO6w7p3^vK#QxjiXo~IuEOllBZ`zJpZLj1Ypi4M;+PE|I7fNFPpG$Vgg1UDM3f0@x1d`B5yLM zj7GN`uyf{7Y|pLWIax}KRrQ9Lzg4J{E@1wylutOpMAN*_QGPpW`&e{hW z#YcGM~pFW~U-)fLqpJz%zH4N~lTw7!hEL&QNF_kjn%f+CHSsB-^y$G&? zInZ$049u@T;TB#*xjAE>@)}G0qgO|KiBX}=UKQpJraZm&WrOE23WW$28Rn2 zp!j2-=>Dk+>QMe480%J}n$8Ac?`ZKG*GRA&a~-3$8IkXpw6ULiu=|l%tdeEm?(6q3 zXU$3SO58)cW;1L}N`rwvPGH3lGJ%e)hSd%yaKk_0IR8{M2qydAzQM;`D%g za9$P9hT0dy=B7Q6vx0UdD;&isqxRw(mlK#a=RCS>um?wN5$mK-x=Q~mxKAgADL{KH6Qz-09AS~xqYMz0!wESU#SN=uA2dh|9XJhd=^@c zqq{_7I=JfM#Xq9*(E89Glxz>tC`SSa>Uy9au@-!9JYw||Y|+u-chaey8&{|p~4 zfkPxXCDUauq1lpCp;JxQ9 z_tT`K=Z0fE$37M<>I!kd(hE@W&sA=4mpV5tRI#F_KvX4#vzv95P_?)>B+l81`row7 zh!~05#OthW<2eB1ax{pJz=$y?nEnAZcfNiIyos|XG2Fv^4p7Gi7og`MKM?T8+-ZCQ z^|YMS1b#i&iQ0}t8UjwGGCt&lvROm=3#jV#!JM@3T_FkrQk@l&om6oW= zGUf(TwqZrJ4cIsJ2VtKG^?^p}Bm6dBbJ2l(m_7QVVAKW{8*~m`woJvkFJ>q^kquoU z6LfdFh0@K`t-8Plp8DRy(z`c_*B{A^d)Z@ibtI-WA+*k>^Q?Iuj7_M5vQ95>JFpzL zCZt1Ew|&&X@R<4DRH0RAG)hXhai2?Opq;gfPn~)io7^d1T7ODoDVYwA7gs>r?L26m zTnLTdA~5<*HC~(@gL?ISupyClSDR!SMSQr}cg7UZ?et;t_i9dDd(`!B*3`u0L*F$= z@hNfBcNg??+;Oi55*G3=#8XP}SNW zdR{FBfwCLVbGV3QroExv{0v|5EDY>pCgRv51mYdH~(8gmYp0J%`R8{it_939IWa!_;0E(3v_-9m7|n@+GoxT{g5-^+v~x zZWs_C#Qn#@uv3Rnvs67`B`B(C=lPbzr`ub^{qilaZp0P#Mtzv%O_ zuVRmCKCU0Qh!y&OXm4n%}XuF7aVp71A51wzJ~36${;7v(=T!P!egv3j-w7yfyc&a^3z*{}th|A_-hj-jUD z0qw0)qPYMVlcW$EV)ZQQo*YPXfSk3@iUHBQ3>GCEi7A)Tq4oM`ObK#Ff!|Vf@24{K zn>Pl^KV?JRYU;rI*`QHlB?MkR0L{A$KnBww@L3^Kemcc6#)QM#UsJ&Mgf({l*9RqM z>P4nuM?h8}XKQcW1=~*IT(lf#h88X$7#g_EMePSRy%?++IiF!VbvGqJ#I01dMi(P`9G*1 zqC_Lg5Z z;m?yOihso-2BA>+-vu1pJrNqOmJ*N44x&1vakDYyjY?La zY=H^OlpbUzG7qT8jRDWHzI=sUCPc{mV82TU>X|P?i{IigV&`gl*3Wb8_aLyG&>wv7 zzvb?qPC-qGJ4?Io3-YbIp}U$mH?93CTd|Jv_Ls!^MFm{vGJ`c>MSwG0-{kK64cg zW8X>4EC&ZJ#hzP&_4S^3vuMRFWE zP6*|7l>a1kUeon#Ke)E0q5kd)*3jLG@~RFHtXvGRZ#lZJOQcTWWbU|OG1w{2fS-Ia zX7eC0f4CfLY~9$@g~WIWEM>x>LE`5Q@hCA%;f_nfnDuWH5CZSv*q9=W*lG#2+j@br zi2(5@f}u!pm2|}&tWkUpGHF-nIr=CHNVlxpd!Ea+3n;t35(Z2tBgTdhq;7NBR!GKd zkr%PXRJ=L2iR%>SG@Yx9*``sUr19pnhHb^Lx4RT8h}}~&ZlAbnoh^RanvB}Ze-I;M zCl_6K%~Uo|G=q5w`Rv=OA0|`QQro?yTUQO@DLCo7pG{dB%-wX(yDi0^}8&K$bUzH-sK%{;fTj z=%3xVIX(m;Mm2HaK@K%tmzmub5qR`Y0+&lp=hY&V&UhnR=9${Tz>ijZt(r?$WeBI7i%pzTDc_4qYEl zCq9k6IFkHk)!XwxH%cz{eoW8ru2oEJpy3{$=HgbTvoJXK8rII=4ccu3C~Mh|rQDp0 zWBo#@GsBPGv)Qb3rYSo9ILTa7q?!Pl^^IKi(#+)rUJm0ZJF*V9lc!Yb(hEESh!L8; z6zXr%yEadc8Rc)lx}=$?yL1M87Zh^Uu0zm#S%cbseYjAZKpvjY;(Yh%P~4sXif0zs z)e%KA19{k%6o^fUHD&v1E{JaQr#T@R0*)L)yMHF2&vo+3zdDZ|%5>xn@_?DUMstY8%R zf%@&{Li1m^Ta_6^Cy>rC%L+m|uA{kh8+JHuf&3tI%(V3ep>CD9Cb9~BV~(?6n+?#+ z$y=#47MYVCt$($U`j~$O$(k~a`JP+EcsPZjslT8#KSF))4;`A76|C?c>BZwhiFLRI zU?X|d`_Ng_xEyo~`|^d(@sv|{6iXgEvX`Il&^vn(Bz}p;ct$;3XHK(KzuW=uwDn-P zshT(5B&NgR295V;2XM?d2p*m(kYi7p(%WCSdfis?`5V%mVmlZLdP6MR2JQ1|S?$H1 zxcClvcV^~epuPr$lV^!dws02GBqcwmBkX=sff08uvz~*_;cJrwZ2NUF2xhDXQ{w!J z5-zj$^+D*ori*!AB<}CX95|!MfCm53?ESYAh}z>1dMheGeSHl!7G0$s{#}p8*PUbPKBm~B6Qc6{KP=+K72e>G$JOeY=#^qj zp78{6qKyk?9y|yQrW096`UNyx(~}sQb2POtFG2Gky8*7|(yn?L%KF4X&bUhWaGvIp z=rbDO-Z4BoO@k)o^o*DIplVdLSatG}W~N0IYP+rDL*K?yzI7=!lE+(r-f++!Ag{}i zL>3vJ4-w=kN&!Zg5cX88izk&atZp?CpHN1<^slcE~KBV;NuI+!Tj|a)J{6gZQmzyqrE|tN%+X! zf)~^IejbLtItIRq0@Oa*$o#CSzizA@b%aru$@f6+Kez|xuRVi~-4np-Trx;o3pK75 z`5M)oBrr+~0{PsVtVQGj)dOx|_4xuYI_LxLM~-vDKPjVdlrlfpV$g{^``!_sInHUX6s7 znY2%LDdDU0?tuQ~1`fAKA6_{ghqb*KAM&NW8k_{kE4;a}7>XQM^7FRj4;{3NzJFAv%_ zZ$Qz08FRdpOI%|ux^{D>dsiX*U}=pvJ7S=%CJ@8RiJx2bL)>9?g!+{<@B|D;J-?U^&bw#w`Sl5dl}SM(2Vl^D>J(HnBPA|eCz3?2lmTQ+YG*juIqfz z(_}Yf{!+yD-@gDKs7Gm8}J8B|Bs@x4~sE<-}tB{A|iQ-NTEc;pql5th)`Q1ViC~_5fLFGMj^^5 zqB8U@r5dG)(sN%LDp7`3Y`$T&!VqD_vJt=Q_m_VhM^p1W_se;m=jSAEMpY57IGT^H zJ^$ohGpAt1e&Qg#SP9ZHU!i^QE%McdKyt(!Fgi^$D(e66T;&FG(t`t1YH5Z{9;p)Y zHxT1?<`NFp9}2jE<$GS@u^i#ZG%)+o&a_)QiyeKsqJGCEEPUt>&Qs^})IbrTI0Oo3 z24P3%8`xm3#Ik#*dE#E`N3}9V^>a0ZM$Z95{Q^k7eg?lRi^dldHDHiNK8N-pyzJ~P z9=dTZek46i*Zx@Wd-H~wIc?>h+N}`wITL(3wJ_(QCqR~Wl0Aa`IKe#wqTG+fSj0bX;^{yQn3emIFT=+v(vA3=QN<8F+X%|$Oe3#t zC9I!T4rR0t881mkyR@UAy^|&jnr#8{8@ssc)}!1#KOTeLXt?B`owS~+FetYVHqH!% zT?5MD`1nZ5INLx}4+bj$7n}`vv`ytTU2P;~r)5lQ9JsM)s@4hQ4kDFoJ?8&^{ zHJ6Wwh)2WJBI;?e!+4qldLJ&q?p+U|A=AT$-sRx`d^H9QDT5JwAN6z5@@qkoGrg>O=@JOt z)(fJ1ky%|S!=QKco^89%eF|Op-s$_midllRR|#Xo~Q9jjSjegsS(MzgU|!&&w^;%Rtl ziC3M75qI~Y{875tt6oVt;UeBy76k!=LRd(FGi&O8huH^HuCOtW*KfEDX_F#gt~3=j zd>phoUH~s6I_n-dg#NNH^eU$FXh}GFy$MCnB`HGL!*m|p?^ldnOY>LP-?;L%hoC!h zLg-w43$?S?ID(TMO49l|Sx@Rhz1;g*Yvg*;>&JqB%_Qu+=LR-Cu)`0_0-@u-ei%;c zp>KU6$`jNq&ea;K|9r-yGUe!-I2V$YJ*wsX6b zw=5+15bo`r5Bgsw5#MbZ$Seng&PgjOpSOw&d&gjQ<|+tJ`yJ830i!1qcg}qyE{b1_ zQQAGkLUMy>w+uXOT#gpq%h}!j`@uig7qunU=yTqh9pEYSZp_27j6|j`iUY^&q&+6Z++i@?ZDO}*)UC=XbQ^>t3fE_}}t1p}zE zq3m=Qj(Lg4acCj+F=vFKT~7y8M-g+OcN~1K&qG6n2TYoF8eR<6;9~O3-pfCR-tNQz zaGonRIh+Esxt84dgdVrE$zpa7iutnzg%G*bf%tB=LhXrM_<5uh%odm9J(Ft4T}K_w ztA;_j>LO@o9O9+6QRs|vsGGkNR3EALg*eD9Gxfn}1$p}VUgc?%5_tS5Bh+j~D43m# zn!VoCTXT_XpV(5yA_g7!Zy&>+JfiT!sMxTEsdtX1b=XyK&?mP3rW4pg!?Q(yCW7pC4ElNfWF=eOK}f3t%eFL( z{w_diZ7SMz^n*;-aqv}28QkK3nML&9%x`oHx9ZagwLOElvDZlmi0H*S-y;9P^7F83 z_c831QiJZpJ+Rfo01f1WA-LN?oOwPTT%Rp=9@RZ2P2SlF64bJ8m|FSOl_h?q@;2E&+2#PNDn#40OJd%02v& zz~hk+KhS+lwd}Udhxk)K96Fh;}!kA;{ejrn5M-?W92KIa|=W zLIu?ZwHPK?;?RF%QA6_whvA7Z=m>GowA5o%z7Op;T?3u@YcZ03M&o!l9y)Xf&NMv> zUKXdp;Lj~6IW>!!c!q*v9o^kGM6kfK)N>=)!O1%6Vq4P29t_F`hYAmjnS2a#x7lFL z$D{CNp)a%sf8hQJz8L>`Glb_aKyCLBvGZRs_;E97>oXit^+;rD*BcO;ItxQoL!f$7 z6O;ISXYRfmu!{Dv&s*|wandP(W4{rrB7wE6PR1&labGu!#yW}N|MUHrqBek=^=uIx zOcOz;cZ}sFUBDImHu>#GVEnhCsJ}J^KmJSp+<4-;Z0{#ZJWW~Q(nDxBP{*Ak{J`^& znz=@Fh4oKrAz=EkGXLT(q!n1AkzNQy-Wi5w9=jox0yC}KzlbaQ9f zFS~)t^D>vttYOMI-dq(K%Y56(|Nd$_=wj{(LAKwRCi^-zcHYUA&o6>nU5UC^zwvmF zpS+-3F+`1f%lvj6;F{RY7~PD}5tNCReK^z`)qrAue=K`{NeqT(FZs46 zTC06$L;GCv?bPLBSD6aJHZBFjQWp$4V9BkX_J&Q{Zs3ly$FXs6Hf8YXZ_=d<>_(o4 zfS2zbl|M6NPZMjQW1BxVuQJ2nCOKx7P{wL!rjv420?L}apqll-rH!X>P~U5)S$G>} z`XUD2PY3yqSeV+e4=kn)gZg!JwqIrf0qC(4i@~8~dK6c>tLDT_x#79&s<3tsI$F-GpqIR*5 zO!ws?td8CXjdbTWTAq#_D`tW2lM4pznhni8yWpWfnwLCy&AdMnKWWSX`0$C&IkTd{ zVT(DQTvAN4sTG2A$u!nx6T%%kmw|CR<({7(p?4$`<>_}s-9UOSPBNx`CZK+MSCFR< zV4e}geM%m|;v5R#Yo7!xd>jh$yKc-t|1fiJ^nmac(dZj92U=gHz=Pl7P_y(pdw4So z)W#c7<2C@DFC2#vS0c%OavO|#?O|OF$s-++E2RCB&kAQ}fG_dxv<;ud4=;WN-SXq2 z)^HnrhrJ=>x*aO@z6$EzM$Ga@DP#u~vUcA;ne2KJ)4q)=jXXUW{e$L{t}zcMlvCfm z?gQ^Atbpvu?R4fnCdkMjTql-eYn36GefWjRtjGy z3)Js13Y5YBa0f{YnonE_ZIY{4VLSwb+eJLyAYxmZ9A$R#D4Ek&^!)TjY|k2vEw6jS zw|*&@Iy@QIZq7hucsq-WsD|3`ebBjHj;5K1P@7>WwwA@Q1EB@zUrtQa+cv!XV-7ys zq@e7Gv*=(p2huFIkr&}DH#;+nbxk0~VSydA9ydkhDYfGyCZfxfQsUAUph<{7M5<0< z`Qv@)KYarnzjp{^fnA}2W`2nk^VS`<+&zyq z|GS2FT`xl)zj$1|DFw4SsvzzA0%EGI!KI{?nGAfxTR#=yiiyODRYZt+O7c?IM56ck zV$fduMf_No3l_n|=%Cr1);CPB{`W1jK0KXeuJ4SCe{gs#D{Ih5`@fVz4N%N3cA2jy~LHRm8n3;7MHR~*)CMy_Qk|$$m zw{DPaKpvB4xq|IcCk(noEQDGknvc(;v+re)?&aK|UX7~lO8!O~g#lS(Vd2LVtnOxp zo;#I-=PXO~&Fzl<&+^bMKMPca+tInpSe|%MK%?m+m_x8NE-IP{*8f`t!KuX%W_pUX zz5N}Q)*Zm0oz*Pb+MV{SWh_+B0>3W5g3ZM}AqH*|x3UN1?wbz*svbgHWgb*h9x%4$ z687myS+mGLdB!x-%nzIrGj-e1u#7Z8i@s13O?TOO$58rpm5||Z23&{y&8#0!g|6aUOmH;A=}Y8n@2Iy_AJ< z4?YD=+Z>>5gfr0C5x?rCK<%YsnwJlUazFCf%%YCqRl|AHmiN4{Gx0Y6uz|!g{UInh z1M1dCQ~$UeoZD8i;90St)s82h3e6uTHwo6KsaL4yJ06g=jm53D#q4D^;BwRj+WsDj zX1j(V^!*K7b5x*itro&e4)eCdFPN`Cty@b*fO_>PW6I(wo#GnhyKsqI#Yezg3U){L`P2{19FRnn@jdQ##Ma?9Ak|1Qg z8akeMpizAp-t|3(;=bcx_&@5FvLDZsABhdUk#n!M!O(JM8RRZe(X&Gw+l%qEK*$WB} zuf>Y=9Q2{y5V`g!mxs0Ty?l!Ru)^ zL3bku&1X`UZOn%9aTRuFY{D{9{f1EIv6N7ynJpH8@kGtilYnd@lD2mwjBohQ$sK-{Wh39f54tNRba>{$~lbMgH@%Z zdD+}XpQ)3YLG z(*?*ZpbneM^Dz9f56A^iP#ht?*@a~o)O48}EjP!wVs{KYJ_9nPerWdivQWr|U_eM4 zW#1F{X>}HQ#KnRB6w)BJb;rVhX`p?uU1-|&lD{~e1^zoLAn@r9RF7W`Ep?^XtUgR$ z3|(1Se=kVfI0>ZpNArfA%kk+v(kA{{i_IUYyC={XbwO*G_q|HA5LQ8J{WI1+c{v7n zED<5I0zO9OLP)C>v>oX|%)Svq!; zU=gZL31Bij7Br?OAgwcb=IaN8XTK%7SF*RONJZ=DXInwVhf*DFDO zHW6D>U$N*e5-k0P@*_)>VA$0O<6nnEz=J5!#`+SvIg?*@!VH#e>BPeqW}|%O7vb(6 z`oFjHLH0^R>o?_phUq`me6rsb62-31&&Y_{_3 z$^jT~%L=8P9K}cDiSe`hq?7WrqiC(Yz^nrga)+WUcsBSl*lx1HyT+H$elh9I`+I}3 z{)tTK5r7WgZ-MDWTE8x)gCr>pI(|}beeyw8v$F#2%Q>`pujbkbotb>l0Qjb_0*m2l zFnVwktp|@qgV`6E%5)zn=cbB*$~=_k3(Pri0d!qQStq?vl=%HCSb27ZmO~!U9-4x7 zy?j8Sd&)FE=Xt4RG;T|X0p%Xfl<#hHsoP|12=0va^fRHhLuxr{lrwrZY8G1vzx4Lm?>a^8CbtxiH12nu-fS^H(GRy zyUz8cIq)bk^2a_{yD<-xrW<6Q(;9_n2l7T2O~;QpoL-07=yzPjvm1`G`jYEx#p()p zawdnedmuE%-$Lhe^d9e~jQ7I#?A z=55b{Fuy2JSJa629vy;l%kx3mC>4Fy?dL`X*HDof4+hTbFgSW8d8uhm@#jnaB`OF5 z8b30-;iT1^48bts9I5Bk3TC1&F(9jQ{LpS_P&SI}b5RIL>pmL%w*p>L9*FWp z-3jLTdT4fK5G#C4bK~gmyp=ez&HbZr0bV01l$lZ`=QiVpKdS zVct8=G5^Q7={|nz;SbwU@0|RzBiq7%n=q~y}^VI{O-1JK3??AfXG)LwhnTg;`toit(D8Dj*_sOSz3O`Hq zENc{ei7|8Xms6xoSfIMwD7gNk7=nT`xrdz^_0{B`v3tksW+!9&9EJf!Ze=6xBWN~B zSX;+N*4kErInpYq7~qcjma|d97Lpc8XL?@`tj(5V)6mD<^G-B*N+0p#M>LpYa1_$PFMwsu3_kR!)>3jv((+n{GR0kSp37N0^smFtUf$M#4F zf4LKVMSrxX+)vvAFV_D{7HHC5@UXgC^4o_He{LE~Z@NrguWKL)Q$lF>3{-t5U-_zJ zmb#fb4?J2~Yo7wtZJ@hY2%SR%eK4R>Syo;AolBZsdE@zm#8^hKcOhP)Q8G#w&4fpN z>Fniwj3xg#2G$ExSi`JX>ZSgTlrd|Ne{qBPowKQT(*{1on1jXkW9)eOQ4A373&{)V zIos-pl7_89;jsuv{Y=`=j46U-#xEG#R!aTo+tI@0Eo;ZAXeUPu3bKLhoo~6(nrTor zxfAsxoZ$`2v*C%UJ;qNv!xd(~vYfhfEPr$vqMV2m*ku(c``3sTX=j*pY^0bdU5Cp5 zF31{kV?hdYP=0(c8vhsq!AFmx_cRw!-crL0@hV7OY-g%p3z)%FKeU!*fl2RdE=>p) zV(t`TTEtZdZVv%T-cF34{y32Ma^4p2sxP!X5)6C%Z{;d`eYvXr0(Z&W!=H$@hw!&94Cei z*#?9Dq#h8jM&9hS4)pWSW7th&FpmpNHrzIqgAAxG;vm&;r!EBNlRP0{| z(miG@dA~V?+tK;z-%B#pmMDn#r}Lw097OAr?$_uK6=!77ri-T@Oh;k{WO2*tShPw= zrlQc_Q1Rj;w+QZon(S_1w8Msds9Ojhu2c3tw_G%^quGevW3Ioy7FrjyvBU*)z>Q`! z((fj0$GR-g4oDESrs<&k8?m#={f+b7+0%Ei0UBfZn~P!k~F{ zSKa5y1Hv4{l2tp=dR13$a`!3ex$8l;IEuG?>4s09rs3j}tMDfLB1kO(qb?J}Ao4%n z`o}Wt{HX#{L#sh&D+l|b2SA>39+j~@#BnJ%pd`x;B-%HEa(lF>akgP*J&7+`G8}TH zozVWh0cdI;^7d!fV8?C+N;16pmu<7L>AD%34Ia%>OKY%c%TcJmu3*)sD=?S3sKf7{ zA>Q;K{HgU}FnGET;}6O~av+2mY#oErk$WNg@2^bqP7YOp)hN+UVCq?mLDv3^tCQB# z`#ue_Er;^vWxGiq6!?qAM3gE=!H)d%&=lkb=8I3kn?2MIR+G&(9AK&r7g=VJudU zSqusvy7xgmsAFDmX_qdIk2*d#V=2KV6s;rgdd^3r~7ke@x>60 zyG+FTsuLJEnlj&C?usqaG*E8+BwGLK44z#QiBaPw;ID&V=8I^o&5D9RUm~UCWx}&5 z1?Xzana;tI>;Ewv8+cDp>3w3_-a|#R-ySmm+**uPWkFVG9=`fU9EiShu5P?5R-Y{a zlgd_J-_XY8I}QjT!{<}~yH0rXfcC|4CuQP^W2iNmUd%?-h z@hJatkN5FL2%oYD)0S)kqbN(1+?gsoiO9v=^;uw-H5*;oDW)_!EpxHVK*^0VW|sf2 z7(Cw{H18ZC+xsf{$ws22Z4%R5rn%ti<6!XV4&T*y1Y8eKK>JnmuzG7A3-Ni&L+@5Y ze8U>zXR>7S4{Psv3(kJa zsc+L9ZhnaYyBGNo|7{g%y)XF89(4EKx&qqoePfC%?|Ia3#Cbi}3xqDG!6H45c@MtB zOe-TH(QznrpO=mI#?Y*NZYx_|LVM0TUom5CF)I6w5*sv=0On62ChB*l=`#aOiuZ9d zt`R$W-bDPz4%%;&Vlq1hnf`O|O=BE3xD=pcF+F=@&N2NT)Ny?|ABK98k2L;JnVqPI z7T+H-%Z(~9ts(!>&}}T*w-*GP(BGgrS_t%C3s2=q*kLMS=s(`5alOpU{(Q&U9X@m0 z;fbgo9YmVyMNkd;#P!LW8I~{<)97rrcXADw4J#6Kokno~KBegOd^_>}mNUn52QVah zHf}Le;EU2qtedaKuRX6o^WspD?z&SJxzho>KSgree%(O&eI?CA4>}qDwF5=xO7Q1S z;A+wZOZ+!s+$axp|J@YK?|Y*3k{#te{4mJkCbVh}GUcgU7Pm7BbSeAr$y=HQd|Sop zbhEHjN|{wB@|1_u_cwDslQgXo+8t9!ziVJo@;pAZC=bU?Ou(oERVZ;Um6sAnL*s?UP{pIKstqHZyD?LK19iR4 z;YDFA*oV)6wA~_lGBzdykwP56Vw8r5jO)c!Wy`SR zEb$IoHh?52erX=My6wlLPQUuS6imk|Hklm43>4fz*Wbh(6~i` z&X%_@?e=PD*cJpK`!|90*&#fzU=J~|L&^-?k1&%~Bbb?@#-K<&biX(kT#q3yAdarO zJc(KTrG&)kG=p<6$C&}wAikd~Dq6Pl4>MLl{M3KgY3tLF{XosNdQPI|{Rs3ftVN?$ zdqHWZ6$8rFl{M|mW#*MqZ1x(15pI-U`>&QcWRFK_^g6Dbvq+c(w^6a?I{MErg8Hmd z{(eCXbZlM^HMPbNHoTB|X0GOLbhZpx^p#8PJh|j4z2`IhQTFu^OqiJgu2y~Uqem=e z^sRxYkQ1mCJq2xIZ{qdJnXXrY824WmR8?Jrs8Ri3ZAm`3U+9g>;v=m2O)oSYoB$4+ zN2A{-6+{)aF#V8f(%Ewap@ec6aeW2F)cIgJfWwP& zRIbbwlr!_$($qq9UblvY*dE|*-2*Z446%-i*P~hGdlvm>A5@fHpn7SVnHo=&t(B7B z?^XdC_Zdchvvko#SBX)z-EqEFqH!Sidns0~gj^IX-$wiT75*}+=T^>qmvb&SL;3(|Ov%pvSnDQbgjMd_Mv zg0EE%oIaxneEK+|wS^p_FN_1(ook>ZEi3aMnuX7BfV#+ms9Jdd{Hn6K)y9?JHkj_a zFI$-|*qfVeC2iqr1oaOWP?t}KY-$9}Zl_T-_#G!=4N_N!%`~t+(HGnO)A$HM0p1`26r1sFHMCo<5p9KgXD4cYB%U&w;pTh8r~Q zN@n5hm8jYq3NH$Z&}iUs^vo^e$)sVlW&O=umxxRg(v!(IkLAu|t(ks_7lx~rfRa68 zvZq-*EPNppOxh2xa!!FXO^L1NZ!_KB#F%`U$mOp^L4DDO72YJ>ytOZvs8=xUu!Wc@ zTLa#g6IpAJJp|PrBTn%`;sIu3{C+#AvtEU-`W!>+#4+F&6OVJpQ@`PZCFtVlf!kWL zvFu_zHk#Xjv~#4eX$yITKL5uhZhtt%Igi2Af2tvBj6cL*Ca?SxV&I)y3ZVyzAT)0y zD*ITnw57Z8bVvc#^9=6!g>po5`f|TTf3a#y>QEct%>uT*76PJzpk&rHe0aYUTzsZb zpHeJDXV_xn{u8|LPwM^v%4&CW1pUsvFx5I9UEfVZNzF+V?N32nM=97JM<{(vRqshT zFrBnO?UW#>k;#drbcuLk(cJ&!eh`-_vElV1{LoR2_D4l5`n?+JNeh3%heKQBQb_YB zW<|eOEHyI&>cjhD!?XmrPVZUml~N2Ue91R$NCeA;G$(YP2Zc)#>AQHq25r0whnf#S z#lh8JG4&$zdqjPg(@!v;7c?vMyCoWphy`8wIvi(w3tRGYP&aGVE@YU#|ck0FURNEC6bqdmpYj=TfI zuVB>Q!^vw`&!ZaYZhi496E-2XFEW9oL)WoJZyMI_q&yI@9`shwJ#@@i^sylS&U87` z&UO{84Me6JkqPbQ8O-@3?M=h>kZnuw^?A(M$mWG zP)iw_YSv%A1+plE=D&J17!B9~hFh+Ib?;N)I{F^hy}1saDTd6#QXjRY{Y5hu8)BXG zL22!7uBCOlf5#eZ-FX7liWE^f%vAicX%co+Qm$;n0x^EA4C7WXXxUPQwZ>|&PwRw( z9BZgE>0j1fa2>EuFn0b%anp=Z&=z-$Yv!tXo%e2#&KMyyrP`zXWeg8_{+tCCkHNZu z1L1?K379wfYf{-L;8%yVrBOkym&l`IkLs9OidRPoP1f3q=2j0_BqU zE4z#{!KmwaES*Mqp3Z9Oj=Ut8Y)isTJ#WIjUyeiL<2DW>X_j~EreI=}gGPrYaNYQ5 z!KH$-tThE}=XLV+Fxq(y1dOkDD)W2bVd)5PvtBo&0tV z9p>bKxw`~)9hK1f^B?y4cn%8Vqp*5kGuI|>gg{e$Ed3=Osa+OSt?SVt%MY|~Z#ouk z9)NA%J^1M1wDiyI2HHatgl{Yg>Q*er56z>9&y<8-GZuq1@d5L0-UPO<0pk~S0a=9| zG?QK(aD7La!TJ%Pxspb`83VYX>KxjZSz*DlY)s0KL*igNaK5GHb}$?aVsCJh>1#0Z z=0xP=x{m<+vlQC zQ3#>$S7EM47zU;dfSJx$vE+(~D^H&SyLAgOcXL0CI#@i4#*34U}WkM{jR z*qU*PX@1+ud~(P$Fyl|L{{DF|83>dkz07<(D2skDMKto;Or4Wg!RNP1W>i$fO`16N z%8dtU-svmSF=pKOR0yirO3+D&H-GX3*sUK1+oBQR7s?g~UV`R?(dfI8^y%ug+#>M_ zPwttFfsLaexc?aH&|7oG_wp>#isO0q9)EZh8wpmvbK$E^29&kjWjk7G&}7MfJkCl3 ziSK)ZLltFyz8~hC$87UHXYRZ=6gFp4+Ubbw7sv_K~Z)eBg>c z9@K+7i&=%aqWY>k^Bzg;`E41v_z%*mEmw1i^b$8{zKE)TY-ZP~j(yvzM)hXSKA#{i zBwmM@X3Cgu_+8xl$3@t3p#Xe>v^>-99N?MZ=t}p?=F4vRwrN|M23 z!#>{rI1{Cle}QOI71}$Uf}o~f!Jb%U)LF}4BZ0+}r>*|BpfFWmS z_P-u$9K69nT#D`UE;46bPwu>GC{jNa^)n|i3%df|x;>wL*}Wb64Ax-U^UKiiU4lx# zFf@CUil4o2pxJ6emPY;+pJyT@yF|hIpz~-qatkk}}C0TIaf>YSdM(^dl|AA{)FveXMqErYdQd%&Dm9$}I*%b7Jd<+{_?d9Ugl*kNUW%3v!l z6@AN|JV=9pFiV-8Lj`Ml*`2b|i@?KSKQui!i$%F9pt^ICYyaCP?%ha!l|+C`-$l&s zHfEuCoZRqFk1|fUDuP|vlfP)iO0Y&e{74~h5?CB`90V381(Z5xT{uU z?(`ejR`e@ndKg;hDbVlLbsl_ZG<+zNVg1JEmX&o6fdNa7VUj!bGCxZfrLAi4uE|1e z$UW|vGn9RF%YeX%>EQG4eqOrp5K6|q5$zoZK3)2+%N;A-}>?D9j8#cmw5Fn zh&wd)o1k0%LiGGb`M;N(4d_By^t98wU{wkDo}jtWUmnnrIhYs&S9th!H6&j>f?lZ= zIJMJZ*s-Jr)yIeP6`fOY&=xhC_gV((N1ud+F}d(mb_&`LQ^)xTIVQ%GLo)eUwdTuU z?Gpv%61#){+J4|4)0?!YbLd%P1HzL_ko!28dZzZXxFeM`&-^HOnNEl3U0u<3!vfH> z>2p;8=X)D+P`ThU3k@L7hu0^*<7f;VP*R>^K|lDiJOJ+gF99EpQbB9PW@xRGf@)M> z^o_j;O2bn;ruRuy_b>pN<30?IRbtiTXlPG)N&K?Cm^^{30ai0sx6eAkdB7_poD`0q;NwUp(5zZTm5Q*nFG zrKtVoci9VKoo7`l!T#SE@LYPID~waQ<+XAwGv0t!bH~CW+iBQ7Z5w)SN~5m!k37{Z z7ISw_p-$DUtYzm-`1)Ff@`sV!Ag++Lp}>p6RvXkyC}h8au}K@euG9=J5Y?f!5afSnagZHjBQT=&(qi7RdWUU zT221JsSctvdJ>E8mcY^)pR($;zhdZQ1E^8|4q8aT=HP4$Z6YsaL;_4b zaug+5sa!I{P1e0Q4Z7|>Pj~(M;_-)9q5knkkRIA4hOD>3>F2M3x9>J6?Cb#+dS_Yv z0O}=`mEh+g2u*G;_|5I4jn{c_V`V4~O5TTcf0RJ?Lek~*q6AeK<%4=fV>3Oo@tM;w zY2t0L_}CYxN>V`c$3U>M%|rXA=AiI>$&{vxnE5_G&>g&muFb?vY1{zj+xA1_?z8xL zunKdpU4!Tqb4XL$#>?0T*5{vUbkWlX*V5%!+MbC@LvJDU##W5m>;>X;;v$%&qryaw zeQk|FkvbgOHHqkMv5d4=VwkQz%8OFdu}^k3tf-{t`SKiLWmY@}uebnhJ!hlZ^eMM( z6v6V347}bm7aXKZLI31AsLr~G3er=>n|TmmjAdC}PND11RoGIu(Z(hv_P`GkC4*T)3ihpdIN z-dW7Y-WxPax3k2$*%CVC3f;Xg$aV`Y%Zbt=(;5QEUKuJCDVtbJVGw zJqaIfC0|!%M0y(RxvY)H+t{##i+a&OuoDd z{Qk;fQuTZmy=^Fjzv>J_`&kHE$pt7Z~k#%vHa1>}HH-y_5+y&}}>mvHI$D}ro*FIa~JVVHg? z*SFY-k0Q?Dm(SDDZeu;GDm?{h^TwioY8iSu&fvzI*I>t6^3!eW&fWVTM9e)*8K5Kl z>3{?{-AEemC;Ay9v$@$|%5MwzSzW;p@ZDXCWh-8C`JP0<$3e<`)ThDfJ>3N-yl0Z; z!`$3qBpR$W#Oz6HL8>w3*6o*=$=?sTu9t+TUC3mvgFf=(cW9RO_Fu7L{uWdo%0hqg zB-z|cM62Jch$*oQTKewA#?ue@y&n}&d*=WIF8Cd)rKLRd8qIP}UK1pnUyA_?Vq}ZT z7h?f2iZ#pKsW&PUn?5Hn^?+RF3Axsm^MslOAi<7P>j z=ZzqEQYwP9{fwxFOrh~fC`%r#0u>};c*jgwUv!hQ0TrMxp`NB`cX`|0V2B$w1|qlr z28wP{j8CsdMbB#>{VRbt6ggmgjUEP>cEfn%!I&|u2y=QX(0gC&1+H{D)$Fmo~ z;nYd=8}@@4kjL4m%L#U9StJ&OYp}`87aL|D#Gt4Y9u;&8K2N8!^x?%Itc=9WuvzdW zVHE`Q3c?7l+u(VkNKE?o2sG`Gv&=UfUu>uRT%`wO49G(J9V%!Hl`+2qV=#7N4lInm zM84%1kR|TG%=Ohc<)3!rd)GB`R$;X2nPSp9W>6CaQlI;R)yoW!Rhxh|N)RM5T2cBS7rbn? zqm|<-$e#Bo66(PahQU4e zbkY^7Ah10FWU)2Ou!1@qpJai87^XH0DrrWSgM}A^P?m=f5H}Wl^#Z|qcmWGoDV8aY z-skZ`9}HY>h)uK2v3-&n(q7RS^~hn~-mnL<9z`M^Hixu3V=;2nI&i-mgHb~%KR2P0 z>q?R_v*$6;EzX8$@dPeSr3~k0;%=T_1b&YH@cQR*&}TgLaZS7_w%y&w6upvpQ|e%1 z{nzmRIl*Y1?+5xRxfr=V3Lnt=-t;1gyIw&^bIrg-l=}-%eH5bBje~pkY6$D{l#P(x zK*fL5JvcfCoBjIYhd;wGe3&DeY`)A4a5CCazx={y#c=6O49X_GWES3m*g8In`e0H4 z{zuPg_z>Rl&IWZ+p9TN^Hz}XeO8qlaxg=y3n)D+7`lLS4@^B>dvf=P3@(Q?4q;>7@ zF#LEX3A_{T@#@8g!8k#HC&@D~WS%{1TfKs5(xaIqxHI({g$rKcD?pYiV*FDLQ-A-R z+27fOGEeePA05ctBYNOs&2@CmI0ve|v(Y)t0F0J|feUdstMdUn5>0Tiry7+jBA6{p zg6R`az?*ahdP|m}%Kih39!8n;tH)u-^kZ1(-veylZ-!*s+mOAo6r<9H;n2VvlnEGz z?c2Wd#Zeg;e1q;>UnxHqmJI4uy_wnAb}_6z9i(-}#LdWnFJp(G@Vp2el6Rn_G9Ie6 zOX!T6DX0zvKzmX?m(E>+C|!sL$P+02<|x?N9YE<^J(QeTDrV2HATP}i)^v#2lQ-65 z`*kN=8lR85dY(jCLMSSGP3IO*6|B+u3f6y1f{^fqIB5QH=&wkGC=p%rO?l$$XdtQED|Nn*Cn5yLF2c-^oODCxAAeHpV0pPU$n4c=kIrMV{* zdig`}!fnt#+yRQ#N01(A46+g5czc(J^tmpwu7?gn{KWI%nm&_ehYh^7CKJEKkRG%C zo!~dJhWq$=;gif|7_hrT%o&u9z=?%DV=}gQ?Z-6wyiI$NEvg%g$v4Jh-nnX2?|Udr z?|BIPD+a>DF5fOu!d2U4#ks^s9A`FobBGOb+N(Uv?B&9GZ zolM7>=T=He4ADAlv~tWR8?Br+tl$0p{R1ZRe$VsVhwFM>s*Q3M*RUN5zRR#pYa};6 zlm~|I-ikGI8bxn6Wx(C`blRmvapi|var^CD&^tC3yQIVp6~{CEz(UqpB0-Vo3hZ7R z0vS0%Z1|%uJ!2nc5gm+cbUa5jBN&!?b6d_=-ip>tfPiVmQW+gAPjm%NY1Kn^jMG=#(qWb4UYs-ED@p zIvqUWM7$StceXm<&{yq<@Xy95W509D>ETsOD(oPl0%Sx3f9ry zz@*1&h;}uEO8ZD$zn*l#$B*zS{ey{L|GL8K@4XlgAnL z&p8{COHY8JauMYurm)7Ib5Q>0AXP`@HEuq>0Zf0ZM{8RP6ujT7es}aXwBPs*Z9K>) zEm^`F_Z-6e=g)!3ve}SB>{h!QGL&Atpb~uimpN`t!17};q^ok^{xsKY-e!b;|2*cp zrAOgP0SYaj;tD`<~;h2z}oxW_7lzNgn* zkWb!{a$lA7Z4@ZYAFw)WCDZSB6#brCQ})4CeDb3NIu_7bU783UqqcyK(u9}@dJuWq z8Kr&pSGeZiV{o`18Wzz0eakOy`|})YGu^_q4TDh+AL|Q~AVK|x zB@Eh$ZTsRVGcQanRO*QJ4b6xnae#d^k)c8FRcP=<3tWChfQFhzML{7qFbhRla2VDN z8U`P-^YH!%4x_(QJ?>fzxl8h(_uT?8Nf2O@sGKW?_2p?l+;HH;P*}X95=#!A2f2d_ z6E+!P^qmgw`L+Q~=4}Db>wofHjkBiwF?i4vPu7x&kS@%!mr|DP$qYY<+)|*R_7`3C}#;ataU}b z8**qqvw~Gw{a|f%=h@x2$=LN!%{5)UnWWEgnk`jA`zC$^)1pGg?~s+_mY z+f1Q`0ca~!v4#z<7^#&_`aR0)?2)gYC^`$3@l_zK-KuV$|AgsU%-~fH%emGx%19VU z`mZgtpWnU>;+GYn$sf;o+m8l#@+J)wMy}9s?=1AyR)OxRpIl~G$-2##fvCTVKA&=o z?(~Fd(wnenOep%C8xBrIC2H%4o|Id*6sXig!KByXwi{#p&32m{ z`!0)s&VNHNy26Kl_>b5S!^?S|*EP}{`C_wB3_Z=#F!G@zL2Gp2>xOlZU2zqxt4D({ zIR)G5lbCSeEw-yD7plGt1t;PjN_&9VG1CpbLWZE--=x#};}lw$_lK>I3osxs7sm*% zpxmyJ2}2I5{pMuw~1v$s4zA@N~E>p_$3e&@TOQjBLfVEt^@61D66HH3Oz^I+S}mu`YWrpW zvL6SZLn}eYTu8x2UQGV)Z6^4iD?TgBK~eS~Sh)BkCQTt>#K&ND_n-gc&7z51Am1rA zeB8|*CDfxKdZBgu5vH<#hmv9Hq8fIf! zgTjG#)S(8a;hQKFcl|nw3ehec|NC)xT^@zA4D-Oxg)TQ6H9BSQK+U=SYGH1}Y+daW zh@4Vobw11FWB=JO#??&^m%ucEMIVKg@9uYp0w+3Wz$^g{nUPXXau)_^3uKlfMeL|Nl-$Z?{kbwHzkC(-T5MZ5u8a`?SNJz>aZXt9eT@8Lz!+Cc)U&k&oyQ6L>3#Y}{V*`te~YKAuGKQF~Lqw`$z*jOF(Um>)om!T0jfD885nI9hDdnn7re1k=5!C%%$_4#zkiR~L zexk`}poi!(h?p~@!bQ>n7UG3_lF%!HGGvJr@S!ye4dbXDw$@|jYX*SB-$POKitsa!zRi{w9VVhTLdAfQ*MS18FyJ_ zuQU++wocr<@C0Qk5W7Xwfb}#VYne{j^AojETKgv#27MMcmIh*XcLOtCup1mc{f`@D z_Jb({6c}{33S}eb62til49%>Dx{k}3ke36R3KNW$hcIxPf|^ggaCqPijC*bdEn`n& zvyCOoK9!Cl|ChXNTpG@ifKs`%V z4>MrmGYmXSf{7Lxh zYzl@id&Jb0bhID%A$Ic6hr#z^FwngxOe`n|kMT$T(RJpDf)WI zA!^-u+zdC+_1{-aT2L=mPTIuu9WE1tLPzX57WpH2J!vmK^FWV-V0NJZ)yW0KM-pQ9 zCm)Pkl7ara7vg%q7|@wZjC}va>hRUX=EZ8#0$gC8vBWXa$p=y3NEqly+N#Q0=DWWE3$^X=!JHeA zD$hdA=C|y?gi>_uvxeBb3?1_ZVYNX9I33gFc}I_d%wsPrJ30@n-_M0m@gnSsS`3hx%Ax|d13-$bVS=6CEaKM&oncc9Z8D=wY!lczs9fjI-@ zP?Z{rX=j!~XreaNDtoc{xC?kyxTDp@C1|R@6{0;%~_ zwP4Fl^6mVNfw$LTU62(v&$i=vA#vP3G=Ugl&ZHH2&xA{h$iPJNuWBP+6=uWbnRCU3 zx{J{1hlt5VZ@AO+a`yUW0rdP523j67!6AVdQb$PRFgzV()aQKuPWnve0#r8tkJr23 zLig`wp#H9gZ2Jgef9_Rl{-Zl&9I?y{`(d50lKBWESoKK-L$7m4nzDmewZb97n5lL(OL#52voI@}e01=>m`LfYUU6hu5>s_ttn%Ao-3N7qmm zq9^37f5l&qkHEIQ8g;|f6HsE3Pcx5^sI*^=ey`t?4rn_*lAod9gq-+G2g;m!S+nLo z+L&?X0GKc91yh7kpyB6<#bLpJewz$!6M|UY%U-C=m8r!ytFhzOL#_!I@kf^AjgHs{ z(f3VQSK?f_@Hh2W&hMB!_N%xm?>6`LJc4FNNCz2tJU8Q2=CNuRaK?Tc5f~7ySWra zVarkXX*_cpQHm||^+9PtnH3rIEF1P?heI?P_6uau!ujaoeGZ#;3`2R3!y=0(+N8;& zn*P2Mm5KLhE(6pxf&UH@tip7p}~pvw9Vn+1!R{Z;LS?zmm23QKmSg6nxHXr`^snqd{Ym=!-g244NUoW0z`&;;G>#}o%c=KRj&VIG zoa<4uQpuX#1|snsux7$!=*scrvpRy&WN9=ge9u6a??&c#GKBpfk6t@vIXIs}G&V>D zfqxhb{QWG*JHnW`>uN4{6*GZ5F;S+LNj3Tg%}1o?-3Xh5E5!xCcYt2XE$!gS7%|xHSM-T(th1FG- zVS71g8TL6tbhQ<{R%C+h#RyQ{zsc-3oT0jMs#tjM8|9^~Aw4+hjQvZw`I~*9vOUAC z|Fp!OyUBYxkqXVWex11)sdqJ1#2H14^9_)0G1nqCEmhmkn( zuXEt!co?+5jzaDD-^pv)N38YgFt}ct4;}1J9uOCgMg=s72up>GKKQr4W zVW98+f<-2ZQU3HVUVl=74Wo&_Wp7x^V)4~Vkl#@|BPOZD;64;LL1JT20Y~B|Ynw^kg)qx#c@Omd# zDTYxtLX6sa!zE%h%At2R?VHb>;V2u8aUITJYjFi_w#T5(3F7Z9`6RNXOlOlaHO_h% zfo@03!2WYIv>hG>25D{}i2sinulzqYZ8-?8_u`h)T&90$AcjsNpE+?uJfC$lr`yK- zW#BS8XJ{rqB~M+qB$zw2%|%bM0%lkz=h|}t%7*Skkxw6VuMYvIxE)NmG6ZC%ja<`D z7eYg3f>bUSTL~7S_0U3yFw6jr+hlc@-ffn+=rU?(p4{>1EgSr2JV+mQsv4C;(ZofB zK4rw!cr1X>3|HzsRbcgQCmIG1N0(pgv8^(gr)`fRugXM7xLM6~U#PiRz!iM?g|vf$ zhrG;!fhKgH+UbHX*E66z=E(;k;lO{qV1Nug!%5?5JqZeZm0;I?2AuOs(COR`-V!Au z&+&b+4<@a36c4YY%;QC2RXFGmILo42uHdSV$tay{&Sfu2GkJ-aB6aDs z8{SMg!a?x$NHTaUj^n$M91QoVVU-DWU|(iKxYl@GRCewVU~vHn8vWlpsZK z=CR5PP3JC!F2zZB{OlYA>@H$8qxwN;jy7~2RifXMM0owF6!m|s#QQx$Q20kbwP0N@ zvHb2kCYnA2?s}JjCdcfxXpzJf9I28R@+<4;Cnp>jXb1SHuHw8?8ZUDpadOXQB8WOzsfc3&j z*sRH>+Tl5O)XPWPtERZMhBS_%aA7AAI3pD`hpSABFuNq7c(EW8F?J=$3Ouj^RuT?`(P`e<&^#-;X?K~uV1t#6hB zxy2PI*g8)Y5UwVE?{P34GZ3PeZsO_UEMi|cifzloS-njJc}Z@HJGzCS`f{3km(2&a zw)1FSD&fv!kD}b`ygK2>EAFY$gTR5k@qu$KdM72}<7N3^c%X{E9eNWB4>>{Fg*dc5 z5{Gg>bG7xwePE#S0KQh9I1DzUx*)$AUC+PajqgUIXY>Z>Ut9#nlWt?qg>g94k1}5s zf3mhRYX;w@g32h27&SLga&Rwq(Y`_T_BxObtAhaXSRCH>8v5;>2wo#?P zIG#A|>n5T6+eH|Ctrlca45QU+Da#-iEb~&CFxH42+Hefa%RFG3ejWO+P=VWf%F`|0 z3(_U-VyDT;;IJOx<>NXy)KZR~^zQ!pQ2~Ol)!2Gu1hzR6+h~6j?|7cfWZLW4llMm< z<3=P}?Z%?p&bebKejgYsO5GkMWyQNtDLt#m55(r*s8xWvI!a*(t^LBwg^&Me-! zVpik@^p-O)x7i7@VPjG0w;!4^A~AGR4^S1wfOq>M6f7@C3&&F!IeRRcESrUA8x#7TBRx;LIBy*1R$2zc4H9A7 z1IlSFjY45?Ca=Az0G~hSLYjdJw6)fd$C>n#X1TcU?`zmSVI>rvEd-}+$JMtADfhT; z71)oxjIF^U8atn5P3-}YA-1L2Od!1M|9=_vCg}b@%A=US8J&K z*k3Fs|4hg1HC9;|6q5{fm16WsXy=TMmXhuY+SPg%gqVm2lBDhgNTF-fn*AQ;uf zY=<5~g>3~_WZdGtg$?+4XAJh8U54gejP7zJYIb}mZ_^|FuKi7vP6`p}_SfO^vS!xy zc>z4p&PM$mC2a5wnmP4!0+A)<(l6FRlO3}_GbjuUlPbkYTBKXD)0!<+xv3lk*STup z5gLy>Lcy94^t(I+f4k`E4|0I45^$jg%t1#~FZzxJW0c|Mr3Vu9#B} zvNTIH4|8O3GxaHxwibr&B9D2}NieY{K2ga_w(tx2S#qCnMXrER^2@ zT?V<_2BIA-(4_ATa8e)RgY7CHaNSPg{gUr=dKBmq^G9mEl;!l`l#56i+nbZoDPR-t zc5LMxUehtKk#@kJeh0(pYO&`AZ{i)MsK@B!kjCJHDkCU?=EK!&jVc`T8ZTm%@lYrW zKL?g>wGeKSh>6c`Ky0NN9YXX$`1&TijwZGrEf9NV97jXHFZ@Y)AJ7BHDNfwB}1@!<_eQM#vtcTJ6D?s`%b2m+>Lo6s`mr{dm4v5=rjMCq21 zqV3{H(0%Fx`wXwrisLdgdz&H*vOtG#9P>hc1FPgvl*ZVLD9S=%_5k%)J`)tW464pt zhkf}a(Dk8$zaDTI&Cf^BcWD8d%D zO~1(RM%IFp^>J=`TL*tl2t}pGS+&G;BWpNt8oKOTxszR!TD9&Xx-PoU*;5 zS?lB;IFRPOS=fD3##?sx#MYBi5LkGK-Dau5 zf8==V-0TiMQ_7)s{Z;Uq>xm8t#P-^rv(B`s@@1e5yi<87o_H7qzyekd2>9;Ksp^FlD(L!Ol>H^Fc; zFVu(aS>SXglzGX~yZ zmURW(mhvT{yS;e#$#S;PzX9upZUyc~8Z;kBJxbVJvGPtjDEmvG9Zx}8&2SX_K8hRvl}P&6PrNz#A4ZH$ z&>u&0ls{_4hBFt?4B;RauAYZKKYKy+r_op!e~NbxU4mA9Xf%&oXkQQ^B`i~RX`%xq$eviTK`IFGxlyr2b>2pM-*wARb`@ACipvM=3X{<_0&_DTKkZb1^*bG+JMm zqTzH~@{DMKpfJ9o?3WD8`;sQ=(kD@lDY2DbUBg+0CE*BWZO@6C`xHIW)8f*(7r!yEd zmz`OnFY(I%ddD6Il%baITo4qcigUhA0`uEfnKUm~+^iywwi2C6L%<{ZFxIa6BCg-l9zx_y%7j9AeeGt-4Dp{>vcY(Dn zZdJc5`VA+>#-emlH`fn#L7ilM)V)-XRt6iekTfugj!3R~G8dgH$FQzdN$3V96q zF|#Y-(0~)5Kaa9t9)|Ov9+7BnmCdD7ZmL7~CW7aS72rm5tzDrC5dLp1bZq;~oqGKv zK5#Jx7wU)Nug+@tW~W5`E=z!dORy^J8pzDfk*}eEaQ1x;-hifD9`ewICp*}dicno z>kes@Zks?`aF|;5nlyi2LKLj~Q)EXOAg=!u!#-2uo|u@cz1r$ghkSMIS!HlR>jrB6 zrz=jd5z(DBQuR$-0w2rrLGaIdR`(CFg~;QVwC!%oA2C;0` zAf`bs4w_6^fyydONX#Z4C9;NZy)fX83^ghx??@eqfzIJrNt`0x=_Slza1r!bUVzDe(@glz0u&wp$$w6af_U<2j^RY_!mVO&Nb2d;$yg9ahDB*1<95HlD1_~$Lg799CnStmc4D=(p z(xFckuD;|QC_Rb7Tov23Q-BJeMbNas6fI3}fa3^LsM%Twk6d(6{?}P?#>j9cE8WF? z4jF+{;U-*sxd9q~CpN(fZ`3O{gyzkukXyu|#?cDjE-XVy^#*vnB^ z-9NU2$5n=Y+F8uj;04pmxQ@;#$3Pr+opPoE(R{%=Ox#2)ln*q^bud5!H-9wrJ`SzV z=)C$+j9#y&f$B^r7rNzQ(6?YrdqP~Q>7SVU+$z#{zTpOc*MfPUr>x7f1X|z8$sZBJ z9fnnaOPv)TGg(%DHy#>ANJh54RLF$aEx^=+7Gymxxbx2-%ppZo$B?r zRF*a7G97-O0ebx7$Fp_d~)G09<+Bvb zC7WQ4f`jn`cd-7FO8lUSXp!%OcFn}dUsi_7qj%K-Y8^10I}U6zX-2{_Ipir2jfkcA zWEmz+s07LTC?-e@W|~W-;;bp0JR?DBQHK#~dON6{p4MQV^H0{)w+FP!72LQpjP@;w zqzyQS(wz5PSo4eWoIkN{^5QN0d>+%T?tnD$63`^}2KSO81g*XJ@lY+AR;+}9IYo${ zCgLMmJ?4!DG~Am7vQbC4aLg9I{(LNiUt9pT=h~S>RgZNst-OAf3LJmmNIt|csN4HD z(=2Wx#a1%SgypFT=ZMD$(=8H>MYn2(ACx0~#MCrs7Sp?Z#aES(=R@f84@`@)S(CF%6;cWbS$uy&%eUK;It7HZeJ8WyyW71{?ldjo7dV&CO%G<|1 zhs&7n`?FyDt|$0g4hP|Y-#~Kr1#^iFfHeI=j5Cv+@beMx7w(Mj?zCsIcC-(v6g zb7-P{>O+X$RK*M>8=+lRA8W59|srgg}FRn0_P`o8A0b z{NP$tmREySivVBFUk8G4dx*C6B?eO}bi69ys=ZWS^gGO^6_lg7V+IqNZxB`46LUCf zH-!Ee1cITcwmYo=)godA>jt4;eqUzwb{%Cbx2hd|XfKr>fiBMHAmmCWir&`q&?sZ{ zu$hk~E|F;Gx(M~gdEuIA#NBZjf{laL<3Ps(T-Z(=;TuBmsmR1=|9+5lhv zc-8}zI)S{Y`U1FL*oc;miQMn`GU)LBmkl(f%-|n#l#w=I*OrywlY5YIp|4{?$19#y zCWhthry%TI3AzU4;EOHQVDc`NWsxVvZ`d&I#pc1Se#g-BGO;gS$jF;~4EoBhQr_r2 z<~$|?jQS)(@8t-p?OWl|;8-vp{)DZ1o(Lg|aN-vI$$v&K#&#VOko>+0oPOWOTkWZS zyO9sp0T;m6<{~Q3TmZprBecFp^~uCs=JS&HkfukVE_^WfT^04%Q>rVXI~(4z^6Cx~h88v4d#rDk+^sI%b zG}@2yQJ0{3dNOwm+XMa^@}YkVo%yOv{Lr5md<`)er4s_VlZr4Wosh0CC|~7UddqKJs(>r-=gj3WUgJ|jVAVwnb5dht!G4>Acr*Wv3Ln2 z9Qw)@6Az>Pdw0sEA(2UN|1ZeXqznm>ELaKWnbsZH~&s8{DyH3V83Yr<`Xi9^#ZtjHI7xvUxE1 zm`W~u_MWx9e8Ji_zaq|XIn}`$Rn?iJT=B*o48P`*-`fj?b$M#nbED8{>ux6O=*{mQ zxC*{gY4>cg1v(ZAam>P4^crvu6iWw#)4Wmea=$+2^ym#9M{QwMRW?R#j)BOqOc?!D zh2gRaChs>24#-I7FtZk+w?cq*~h)3L##_frT(adwu&npcx<_(AL%VkXISf;*k{sP_CrfS)bK<+nr z2x?p=f#u<|U~q$%x$@OAF8A6kc6~dW zIHvI!XF<>SHTl}iZLsddVf4Gc3l%R~xaU6}*z!IX4gMJbiqn@tQf$Q97R+OLZv-G( zO&JXrZ{h2cr%7Aj4o)k})NN~gFxs#$h#Vhs%PGXg(@N!Oz0L7^1mddy9S7Hkj?gC2 z@Q+tc(s|5z=*JnL8J!HOyZ>)oH8W}npfpA&+Td4 z|Hcq7kC@H!EdStPoixvR_>Z_TR7Cpg(@=G76cf1K=PK6#G+$B6n=NQobITid?GA#t zZJAVqDbPHHd@V<5&UkYfNK(c@bN75M56cr9r}%=jyMozouf}S+GrAvYnE6d&wNCRE zeSN+H-N-xDq4$O&T`hvK^->J#A9n)X0mS|m8kBVmImX+6^Tdo1sSxt! zB52=Jp--O~@bV*Z&&cCebt;ircW8l$kBpiB8;!e89t35^QYOqY7OCsbP}bxCF5TXf z%M#p}Zu=6{3{lS(42~AZIUdIQ|H&cYY&w_!Sda248+grV9W?krEZsefTiL9{w1bF> zk5bUiJ4N~3mr(jCAN_`w^Tf`0PWjj;Ab9cU&VMcw;Z+-rdu*q+p4b?T82vAzf*WmmAyYaj|w zr?SuseyG!DBc0buk-#P#5}i+gVay-mD`S$e<}!I0YTt6foj2l_`$*GZ@|V~l=sI_j zrLyMNMPM12!J|W-@z4(=AUE|gJZrB;x3*iPJ)a8FbIZiulF3-6Urbso>eB+Ai)9zu z*o7I9q(}K3thxrFux~H**V1szOgjmt`;tN4vWH7g%*U;H6=?YVso3sfJOuPi<+_uf zaPN$AoN}ZDVABeSo^HZB()yz%j)a<&sbIC)1#5C$q3+Qn(qhJ9xT}UM-;h3L`5CMl z-J5lpRI{!PL!hxN0VNwsSpS5ZApKhhTJH+r(ch$tyw@sLchrGo64e=Y#cY~OB)ABO zk<)pWsdH~b!Ys-;J$O&8+j5k5KUjrXdu$-*(mC*ao6ZDDHN1OKG6*6WvsjZ2#`YQD z7g3K+`6A3{GzXXb1K@IYHipVb4>o=j%4G_+FS?dA)Z~*YD&>YEIZNxG4bk;_?8&%9 zZ2T|)wVaGW_--f+Z!SaW(c>an)Nj-eMH55&0`vKjjXrA!p~m!#77nu9Fk!bjP1WV`}1zNM*v2kS%D%+PZDGp%A!*WwDG0-rn=mG2c@SWuaf8zSD2LeF~Q1NvmF;o*# zyG6yvk4nW4WhY_#{2EA`u^i1KkmpRL8Q;knOt;2^$u52ps{(IuJF9BQ_&XIHe8c%S zQ7z4OuBz?yX;$2!&xG5PnbIZ%Bf}j)(G&}MD~@7T~JcbNfpdIZ78(HvSwPe)%tA?VYts%7scXgP5K{Kg)} zm*+&_Bsr_rp&jIy>Re*3ZbXkebiaHZi(2F6L)z*&#Lpui&KDzYw=I^m%@%y<)ns&h zehXwKub3jQ6r)DcPS>Lrdgl`_qd0>#-71IMwN{vN1-X|U(`1KPUSMfc$(75q)yeOYh#S@$?_VPQ?o;Z;qb7riWeWOFG6nO_{iw6mllZXD)B^Nl zPMXn7G>0;9s^@|J)g0#HT!iI6s?f`A0A|qKE^uydFliTqymJ(LJK_@fe>#H=701x* z#c6E*yntKOJ7Sj8a@4~tut>_mM>roW`)oir$6#!}e~3j-pU&kbL&Og2<5~BW+gzuT zL*L(OAi&ZHh5KB&CFRLS46X#F=9yZxV;zLMWfC{#I4JMlR-3Cmp!K>3N<61A*{))7 z_xB&XIs7qiD-0&Bkuwh;Y67mqdVqX9%_4H?3^+0drTTZ&I@3JSboE%Y`ZNR`R*$0l zlORWb7qg^y(a`g5D(Ie6fnU}G?(kp{`DNrRyLTbBMhynZn9ZpCRm^^BnL*?V$~P=0 zJ-~r0tfl-QMExkl`yXSm{jXs3=_0?#8&mGB$pmw*%Y@zZJ}ot*3>ez^l_oGVGh*O+ zHK~0z|H~CBW0v_Y14D8mamvncC^(%9(yS9|rPg3(oAQ#+=t2jgZmhgk zf!>A1&^{&sJ`5&YHYnb=` zKI>4HV){th+x>~N`x9f)!9|T-d;tcSi$TXZ6+Ev>L1O31H8nBfwyNVyK7lj&^a)Jm zn-9j@w&8tN3lUjiXfoy+tFlgoTYGX*ux}JTm{f>g6V`zDxZe24*&2RcxdhIKE|8w> zH*osdmk$jp#-`Yz(D26!P?{x*Ll+PylkZ`QqW|+u=Rw9F?|5LH3N7L+A)w_VpZ53` zczlvWoB2fanKm6gB`a`wVl-Hix3z7ugvl2z7q>n2U;)QwgTARQb{icA_egK3v0aO@ zV`tFzRWNtBMEZwETR{5XT>Kg412wz)VEE@cX85FC+~9c$3!Nxme&1Pc`)nczo?M00 z;lziE^JPX0vcXIz7;xfX>>B=wMO*GgC#!8t!lmrxXI+%#HI;3s0sC=?^^oHg?~1QzP9(p{=3hkS!@yxJy46HkHkC5astc#>G1RFNc@;X?2#2I z`1(~O+U6)&-M`wX+%g23&P{-BEe4CXr{d>%(J1@!LoDj&L7Eo}NPFmkwR>)&tDYf9 z;@qKom={=AF2x7>SJ6k*$t5?%WNOy};{!8DBX$;KZMkC0lW%#mPj77A(U1QOje&&F zJ($%t0xXh?QR{gx^s`)yHm_>1WtJB<%IKWfd5AwE{e!$n&Vnk6Fw|cgrie?%!7qzI3SQ?;<+JDFJuCZIV%&HIfA|Hs;6kn#9_LQfR zmr3|_GFN2}q0FmI(A;Mb@oa8UEoF?V*HbCWbPX!~i^bNvC?{mXad>oWKj_3cLwCS1 z$e84h2WY0~a6KR1UcC&40hB`&bQNWGIZXG#RMuSmiursWj%|g%VP{=$Y_kc({?3%0 zRusny*XiRU`$CYec1O!Q72rCyFM8T_Gnb~B7%e5uUSTpEa4rFdDALbAoeu%zwU#9J zCXP-qb2E&_R{x{SQXawm?sYJu-~zn$B!w7kZ`4)hx@c&0N8EWN8GO}>mT_qsvAhbidy?q5D@DKSr$ec^jb^RPW?KM0?=qm$coW|(0@ z{!Uv~b9)9jt{q4F@vAED8;2+h;V;%uBPTD-b?}S%hYg&sBG2rfYNsFN>K8puL&Dxp zHb#$fIeuNj{^BysbUy=)m->VCb$b8q8mWYVW4Y8-rOp~mI_F-aA#Rj67A_hJ_9hun zSs4$_W{fG<)u@{rDw%NNcU2ZWbM5<~Oi)Q|f?w9m^3+_?6o&He^~AAL=i#b_)FV{M zFx>kW>w3DJOU95!X4PVGS8OmoTTz78c{U(AdxL+7O^4xs$x&!^Qmk2*rPA3L9UCUF7B2^gG#rihP3c@2xRuovJ>g9y#Ie#!LC2)2piv!xpxQFjT)D)v zl172$@f`3V9fu}AkvtaW+|Tz11JX^}>K|a*C#qQd^b^<+8-P{4eei8V4JcoR4BWp49G-B&oE7S>%N5QaU@ESY-x;~e32VYO(=$#jP z7I>p>z((j=<;UaFk7C}bh4}K-UQ8c*4A;C!2E#eT_-!Gc#SC+ z_T*DCVz4Q>gji7tV5RW@N5`>f6r2E}8Kie^ZX_QNaSV42ob9x&o`3z7f>AMN@P#rH zACEv3*!qei=LxYf=p4pfoev61bwzw`b5w}080X6AmM`#RV4x{h;)kXxwR{hT`Dwqci|GhiH_4a!F~{N~|k zDBVtZp@O;SE<4Ya%WSyAP|6Z(M`PKCG-yqy&phK0%7*O6x-AokwJgRl${5Jd&jhCf zRZv?&o{|g+OE_P|<$c$K+vaJMhpGVMf1P>Gf(;maB8J`j^BDE@Ajsct!=|4hC=^mR ze8gVrLVLs&qpVnNRWvq_UWaK7Cvkgt5yVuHZ|9m77*Fbmk>eAX%dBfKVvPVp<{toq z6#CnBAx?XE5pM7+!@%ODSQj}TtRt&o#Fr}C$6umu=5S^_bP8C!4569r4%1d18 zgq9g|Sc{1(S1n0|ZeEF?bQNK6eIxUDY6Mxsl`QnFk_mgW0nrL;b92zma5Q+nqE6Nw zp%OSs3%Y7?J^LDrODJ|nc$pBXPpc3|2E{|zCblNoR4EIke&$AFzb5zlc$~jhh@PfIMXv zG!K`7%JeYS4P1=wrw%Y_+ZF1vTLqHq16iM~#h{9hVm1#vq4jVvdQBb(CdaQ~bm}TB zHtqqMvqQ*-`hfLct|cGb9m)i0z@gI$)-q)?t659lmVc`Fq+NMf+NYfK`bGHcU^RH& zT*nfAhA~h3QdIP6;^B8Fd+1@q!@F++zrH)rj(pXUz$nV+&PP{OIEw%5$mKp!f_^CQ z(jqO(TzwR_+T}xwLI$6dTCgo`W5xy5%=8vkexAPok{DnUK> zur%_YK)lu=6f^Qg;AT7s9Y6{sw0KQOYd32cVzZZB(@|SYCV)<#T&- z=Wne{I_MD7ZzNWUd=eNoQ9k~i1*Th5er!+@RtOtNH}Pjx6MRr@_xc#8GoUg;7gRyktI9^(k&a;QB!RKTTFxhzMnRGfYcQTz3_?D#Y4`&QA;{(&)A z%5JiWf2cs=+FcO;isFv-7EpD~1UB@%L-VCMl=6k32oMVn$@bv!EfO6Ie}|@&K5%6# zv2Sq%8pw1k%WM_8>={gXu5;)oEI>t_L@@TTr~9KNm_D9^kpb74yCdoFcPvZbtqj`= z6QR+0JXefNoEn&O2i%_7(*9cq4Llt6q2|0eCL3!eyyn)W4_S&33Cb-OL6v690?%B) znyKNC^NbkCk(a=_@CUbznFzIqI|Ho(nR(l6>|b4h!G~yH6qd#;g2*2k8;;5j8$fX> zlKd=I z#~~Qp?|;1Iw^3k*iMV_`!t&en-R_dfeSRH*Jm^Zkod#z9%mD9>iiEWHsbKQ%JPsV1 zi<(2-QCaWJq8ILmVdd1*GPpCd*(Jufhs2fkmYiVPq&!lb_#0@h?LnD`+;}X8B`=Jf%kS-prvdsDlF)%?D2z{2W*94zZ;P4 zPz_J`4r0rdv&2pNsW&5sbDSgQ9a=WL~2ufz2Nqs4M6QjJkdt)q}R9 z-^Qu*x(8zTZ?@QNbuRe5%R^n^cr<>g0k6L|5$AKmm8xC8fnh*A{ax}Pd;BddYpjGa zSvdyB{p2c}`>bPLI)pE~ioxxaRUu!NwwIQdr(A>j-#;;VdIOU-%Rq9c61RpQfKG=- z!jnUWXt9L!2ybh6%g^G{4yjQ8teKT|naiwCZ(%{++0+{n#Osd7f$D!9c&0@f)=#*@ zOZAnsXEcFYvLpxR=0L+K3F+H)ta4@^T3H_gm-18Crt5|liCs`N>m65|o6Y5^BFqb@ z<+Z&sdB?-IXcXB``M#wrq{C`(D8B<&CRAcu)NE`k-v$|ByU=G}EI9seHP*>@LQq;3 zh;~l_aS`>9oVmm^SH?lGW;8lX{J=71QGcuV5Gb3Sh3exAup)dMcH$j~alC`SwN&G; zhsO~h62I3+g9GvL+=nN!tkO&1`7oH+)A_8^Klad+>H=nu4q)i7I28AIOYG|#tnKqv zE~hS};_;#6owb+MHrX)0VtUW6Gr4US2^go%WR2!lsOakp&BfcG^zJTJdtnk&)|H?^ zS1EW72tv&VS1{%iF?Ce}W%S>0#gau+^~=qLy4X|{m);Wm3N=jQxRUlgDxqdtB)pQT z(D&Iw*i?R*eETN^)y>K1K5q(E&7^+p9O}92k}4BN{lS`RHW6cs&i_$PsGayk)|9&o zy#81M#?(dX;5>yrSz&_F+7sVLTp4t&My`*m9^GhhpeH(&$hhuroPVjoU z2HffW=S=dV{rxrE@H`CNH#hN&${yGfF`s{pJ_vE13$V=u;ng~tak?a;&TTe`^NuoA zhmpMM_$bJ*-U%D-T_%jvUUV8-4aPf6(SDo0ph52w z*ZI;1armoWB-D)wqkeD&&8)}StIyfk*2y0gkMmfFbQS7CU$Um=g($X`;J^E? zoZ`L(YfoOUNYuI%NO(HBodAKilgh=qm5Xw{<-GPde+rTu|3QRXt zaWQ%IzrId^5VLa7EjkM3Pqv_F`!w7>D;GR1LwTW90;-BLc=CFh4JS_o(N;gOpzcxe z$V8cV)k|6P^Jy5ai^k#|e$aS*D>KNw$s4ru;P~^CSo7gD%S!LU+R}r;dPO~-X-}Q< z9-p}S-4w3g<;3s#^ab+|4p>z~zAM+i`ORKOpnf&|cYib5gI2+?;*;RKeJ-l<6ItYh z2rf#{Gn<8Js2&im`=r;w-NSLc<#Xcc=OZ&d|*Zy4gYiKuzCwIcuryV$2fRJ zo=9!+H<>=`g`lb-E{MSbbRivOM1Tq>PELUGjYDwv$W+RZTx444!E0%zz(YFlB^@Ur zelHALprIXw85+(WLcO_NWoue!x7sOB=)Xb(;x5}*>D}(=zWq24Jo_6cm#=4rPUk@T zUcx3$DMpn?3BDR|2)(ZL!k4eL;5)NFdahl}J6H7Y;!63VY+c$)^3a!r=%jrI zQaAK{!Smr@9xbwjw)6?u)zDa^_m1CuBRGHP%xNKVADrtj7ewu3{$jGidJevx_HG62cK^Mdqz zZxnUuCK&&ngTC0EeE1%yypsy)A8(-H=`?unaudTx#DeD`j>?s5P<@AZVe|T;^x!yf z?MV5VnV*?n?T2=O#8+}24$+2kFuf*4@syjqERnKzqcf$gqZZ*RqZBNSNnp(bi2-@B zlCMh_pz_5<*j*k8H{&x=Z#+p>P;?G^CFP(4@o<-aCT~V6@dD&N z5FKJCL&_!6bNt*`|Lx~6*uR}UGti*^s}AFoPAKB>T)f(erQ{R#u8lZ@QMYh<_d^&x zw+eOLN+EOeDYW`A7u+>IusiV@wmiSf>vv~@-OQQTS{4coN9;j4b`rCAeGu~&oZ#Yy z2G-zbh6b(VLvS6!y{{hO)5*)@GH?w1mvRzA#-u`_m@24cV%$_tj${i>`)y4XGe z64qYfk&&~(`QK{p=Wv_X^d|q|QXRuCr4XW(f=62sO5O^5Rb(#Mf4T+lwUntI93iXR zmI}sy-aQ3EH;RkUaM&Mpte}u}7`U-X|2?J)EK0ARdjsk;eIUJD3mL zfLYbuu@i9ixk(W=<`Oez6hmrS-r@^V@>+-yN{lFp4cbmJ8dbQDAd)JcK_&2t9v^1-cHx7^}Qyz*Gp*<5Ju{fZ|HiR0z-<3aCp1Z&K*!NjT;%9l?fZVbvKBPOEr@iW}K z*JcddAxHI>>rCx*L;A`<0Fya4VUoQH?bjKhWfA#f23A9%rT(OL%0&FM_!Wy;&{T*1bp2e^7bQ%UVg z3+@&Y0&cS{anZs9;QVqwm)qTf^uI{kGnu7(Gy4WQEF|B^+e9!d&ck-na_r_fgK?lS zlP@d44M)mg-T5-`>_T1bF=@PkG&OK1_KQsk+^x-l_I+oeHX$CTpNYe&;StzA{s;!P zj)iJ{7G~J>!VwX)TfBdRbc2~_5_$-9Pk)CIuOq?yCv{;^&cWSnBh(}-Kys)n)1AMF zp}DugHKYtzc_(4sy0z$Ty$p2Gp*UoE94O}eF8Hh(M4r~(EN}J(VxgAt)^$=8{WXnS zcSvCRVx3HD6~v``)6xCGM$nG>jk$Cso@v+7Jo(ZMJieE9BEj9k&^w4cEz1eF878PL z21~0N`a^smbr*f4{p;yqQI1~)_nQ~!xpiOa zAVA!MA77bhrkpt>S+T4o^LhR82TXF(iq7xTT(n^t zZ;9&9?EdjV(n3CR|I_tW9v0<-BKiF8$$~X8xb>S@xoRN%@3HI=EJLN{c z$D@^hSCG_f;HBGQncIZ17~YBUsI(VAb2}`}{hND#GJ)ok;XF=p2P7NUpy+pz^vS6} zOug9`Du$hAcZu;PSz*o`*4}0QVI6Sms1kTd-GnXE_Jj3vE7o#s1XD+abNP?n=rFJ| zQ)l~8-g7-K-w{B%>RD#Bg`vm8;h2?t7A5o2r>bpDP#iiJuN2(D7OkF(*4^TYsBq$# z*|XihBOS!Q&*ds_V;1S}3C1c3zj7)Uzl*9db9**6Hud9%bU#&$IV7}I zc0gV3ab|pe4A1hT9b08E%lKG?nn!2RCtQPylT!rwxmSYTdyKTKOBLEUtOw-`Gj96j zDA&Kxu(nF-nCTwNYR_|!>?jwMyH|0`XccIEKMHz-$833zO6c?>587hh@|Rts!E@0Z zHa)EvL__`(8Y_$vz}3zx)A1kb$Btk!ftX8msm7$2F%I^8V+#mF79A4@gpd$&7ST-LzX z83hpfCQ@jKNWr*cE@0R&9<5Ub@TSqr!J#q=hn+7*^|ByzUIVE8WW@vBNPjISo#t&U ze@}nQgzX>rVw$b?Z7KrGA3I^Xx&TFUR|>UzX0mwe{gn5(1O|o$%wWPRZkV(IvcMA! zHkL5c4_elE!VIqb6$<*I5W&*Ao>!E-Vgrp25WR8#U(@ax=8x& zTdtuj;oo$x`_qIN)%0xKqCx8r%Hm$#25k$s67Om)y3$YC;a}n~JTAuY+rjAet{f!^ z=}e0j=$TD9-t*-s3hydZB%g(bHQtmj-hr8Zi4b`%1Ap`&9?j5^7TQMy8064&Cp_K)(cs$B|69&UkqNuJN(j-jJGp=I$=HtNqz z6i@8~)&@&4<_qO##uZ4FFSB`-EE5KPpgiB9(Jb6+I@T}ngNo<^jIgYx`_&bip{Vcq zwF>^bOhcfDCOTvuFmqD+Jlu6$U?B#_VtlG*j z(sBXpK6M%-J?6@+UykD~eWJ0&@(}H(%(=ViaHxMy`a=g|Iq7pyXXJu`clV(_>4R=y zk4PN$wiLB*Wn6KlMzEQF2x@!AK)Bxkl%GwL$s=-v&?%&W=?r;&Sp_uS{#&SVZ{Uhw z%UHwDfplj4;1Z7mf+d~9@(Kf16mSf@TgfZ^^PrGr6vmqi9hDKvI!RP5fP-M*z z>{b|K!wEkWb$rdN8rAszF>xN(W@4z1JFmLX5g(i{!n-mx*j%M7Yr$1qXLy402E?b8 z4#dXWZv}nPZdr9zGJa9 zIYr=a`#VHG{teap()sk2$1pi`K8~4M34SpnA@ac+p7mojD?gDA?qf%TqpUa9WO7uL zPLYYqXjZgIWRf)(Ff=AjHl{QVHHT>ijflny>vfPbA`x4=i9rhd*3sUokK7y@H(z@$fwSpOmxoHfau>UX=5bq>^cT=x4b+sNgaig zj+Ude)d{55Ej(f!@pVfMaPn(h){eg{YciMNh=~#S?EN`t`|%g6?L3t0{&~+Nf5ysO z9n;~f=W$#VdK3+cIjFZ9!NB-yC>mWtKI(zQ;VTu)d+f)??)zBq?Vqe+kSpr0)iT4! z0nq91d}v%0jmg{?+o>m5bU>zSU78Bk@1`@{(-qoBC&RM^(crX)w0iOcdwrb(A(v)D z@#tXa^EM5Y#v_?_&{7ykcS1bXA7chnrflOLmVF=&@74}y5xpkr%HVrMuz_gW+`LGz*)#Xw?%?Q1N6CiJ*5mqIP0gQ}>P{}+tEV2+a z77wUvzyix#hk*7&qM$wzarx=vYgq7k9I84X)`S>>QX0$bg0>OoPfO z`aZEIMp0 zVeOOG!gt68>-#%dX7x?%a`_Yl_FRY>dovJU%|=mw7nw_+Tk!dF2e1!{h1N-ZL4CfK z{ct*tO|nrSHP2wh_s4>M0Wl0NUO`poj<7G`0%|Wk70RnFV@`1h)JT8vtQQ(ytKGuY zM~~{VXlArr7l&!RGtpq-Ebug;ebJV4py*qOSuu`GE9=Kp87{o#L>=?&OT9xQH5e3e z9-x~NjSpp0jw=M7+?L}I#aXO2)E`!=(zoC)W;m?^1Te3jIA(aNIs_I zrGPqyIya23vC8)`XjYMjb7TgD6(gE6o1J#!ZqanE!1 zX!`j$sJ!3u;Cv1D^a*88pC6{@&`9Q%I140C0x>W9IM zFJ-02R&xLTg(&V>#B1t8A+Ku!^`a%QtP#X-KCuIJ-yZPx!xCcQoagd1DX%!2%i1=E zvGC&)A=4oN>VJ{2Nly;|RjY=1`2G&*O&2kG#95GE z`pzfWUL#*oKXBJm|A@AdkB6f;K2-oo+$-4>O*-vYExBT^9eCa&%Iq-u{D;{(3(L!T_^`p=%2!v<^w2i zyCHKJr)KJdWy~RY99q8n%#8+yfwBJ?mU_jCW)~wKl5`I2Eq{lsWnWn3n*uOzp8?I5 zDwf(l0Cm>Az|pf58_jOA#>!)8zRwXn9`A&Cw*}P2WPrO%6$FoY#{S!$N&S3o+%4le zYW#gs-F*T&S}cUL8(Cl?&%;O8V!Qoy$^~ZpF9q_P9j|DL~NRy<2Ocbgc7)M?@U z)-rTEOCCo1!w`9Cy(K!&Ae&HfhC3k#i45}r|xb&nG&RMQP(Fl;~d!K>m zj3me*WQOAAA58m`yn*idSnU2gid`u)t2Ys}cGb)<*AyJ$MuDhoBX7+jZBH{6Mdljj z+>+070}?Be+Y0!Jz9&yqDV_BLayhD6JE+#9f%~75SF>r!z%Lv9O5z z-y%&K1~uiP-!JNtGAG^V(=qB_ibmB4PhMdrfhja&w1vNBs@E@=cfV44J)OY&=TMa2 zH^LV2GW2>|LNguhPlgKg9dL!(4llU8dMmf==>mD$ZL0zE8cTs9unn(4eHkGLUC69v&t%A)-d!W15} zLDMA(BS#Rk=Iu9~_)}-@LbLVTkpgD7{$JnJH*P(4J4&eI>CN#|5HPX;H>r=>V~!(yFpfg6PuEB87#&mP!-F3%&Hs9hTSB7>NFQ_{NGw^UUC&Q zzo*3X*?dELRzQdsnqfu?Th|LJNsobxxtWXu1~6F$p$@fo`UwaH{x0C zC=pvUT!%UBA_&}932o0#LSuhhI%A5#`Sn%k7Fmo>zNX?T@<2O2O$61oJIr&mm}w^t z!cG+!VQvX^Ejp}9(q)(2?k`;P*%knwvPIERpan`*){6LXcELr%2496orxcrK}(NeU=lD6%QhxJTxTn^Fetzp zVj!u`9A>tU-*9Erc%HM#5Ngjx@-DXyfMS~*OHJQ1U0Wl|lRx5bo>fDh8?2GV-{3iqH* zjyLs#-51p4jZby&jFH6Q&_?g(j?YFydCo-iTG|7RSC_Ju!N_c@OPTCSG~_+r0dpEF z(SNrob$cxZhmP5-PLht{iOXo0lyLS8J_;ablcKVBy?qZt4T8ZWk7qX{mfy)RW6Po7Webp zg2PS$L*J!xX*>OUeKupGdzv7!A>Mt^b#%D@ggHpbBex|1Z4Bo@?FKb52{S>wXD@48 zM;h_AVDJo$V2+t)VA$3j6n{E`pL7$df>KdwMSb1Bmtf(>YtY(E?CBC8S@Nqg$nhmk zbo?TCS$vF`KxRzT>LxThL__@v8H%SLWf=ez_#?bNjyRBZ zxA>?(Pos5UG3^e}1$-fZ7Z8rN|;H%)S)zjSRpkiF8kBjghsdP6lJ!FtpoPjvZT*Fy`z9xcMd$iz)NvO`Zk`otZ6H zd$Ib~Z5ZAs0{izTk8OaJ5IHN7t46-&jhELk$!4*zJmwDiiO+Mt+;A>B;X&t81al}H z!hh5fZ*B54i1;H1oCn-x)<>VQ?B3_G(B(LOrJYN!b}hO;WN2IA1?@r<{F;*omVc*# z=;sv{vHBu98xhy6*BzcPiT1b$oiOg&ZmiQ0xA@0nU7c%R2&yG!(C&M(=(2Q(UOyYP zAO2#I$`xpRvxLjnRLLH+5|>43C+NS8f+4fZ;q%|5N9}pdA1v0PVfAoS44`>BIg$k* zo&xI0!6=R%$ke?a$*hA0@yy_ObhjwM^jxZsN}ozP-%6(2KOCj!-gCvvY+2*{@3JRx zH_%i;yX|Hh)^aC|1(QiUD1bhvHNFtNAr994JPhWx&Y*p4$I9o?c^23kUQy=0aVLEb zE&af_v==w=3V~1d=V9?@VzFw2P+3EH=LHE6IEJ`Ljg*(1{+eH#SP3--tz7l~3Dehh z5~9cL0M9vPEcB1FGJQ7V{`(9-e&8gR?ME9eT zlb{K31a-g7vf9ow*_*3n=+oy2+O#hQFgO5V#s|RLwgYI6+JU^sHV1H09^*s>)ZD#stj;>QE9|A<2n`c)8$2a{1T z{R&DdtN4$p>WXFK&f-1lYA{(OfsEvNU@*8R1ayc6|MyeSxWtTmy&q3( z?r=u_5T;cW3H1?CEb~+%7)QH--+qJ=ktW$Z?ouhU+nYY26|S1X7Z*4F1a5~vqLbZ#U2H}lzl){ddgZvz^_BM zp!L&OhzyzwyC0Ajd*fcL>jHH$TVC=uNMea2MZ9`U%=*?jmAepyHmsNC*1zui-(%zStDrFBy zKX*st<*{f-I~&ify_p0r$|^>ubHi1u@r{!FMG@J8KXU=^w13&>$CQ(<_agtfKh*b1 z!1`X9lq*kTnuZW?_-Kcr1CL?CxZP0PI{>ScyNT_j!pytH^RnKUyqukK*(D!fm-9vu>4Rcc#hvr zoiCecr(pem%w}djW;G}$9fwsX&w})?qwGgeKJf$2vxJpJ*qHrUXkGjpWDM?!(i{IW zaq%RSnBKkOd1eg{f42l%`t-!7H;<#~l4Hzj^$2j97mv~jZxKB3`Jg32ly zu5G;qBW93?pr<)HZ}WyIn>d>3PGj=C9#E&WLeC;4@#;S6@}Gx6+p8fck^jc)b^g%i z@{9TXbpX|qMoG~-2O8I?1ogIbshjsg>O}g=^<5ivqE*eZ?dd5H{Js}P`(Gtiz8FWe z=fjcfSrGVTBcM|saM+N*rO%&o(;o*}bH6w?X2DHRr%z|H$^+15I}TcE2BUV$Y$%*@ z1zgJuA$80&4E(Sk>Z8lBAgCIRLT-R*LNzMqn=$+B&cwGp0LA{4|9M@-^4(P6_G=zC ziUXKebq}chb`rFvfy`&oO7bea;HAqb5A)H8891rIWS1wj^?Jj^W6FfkOO^DTItvcH zX0VwZbfD-nLKLr?TqQpacov6KhIk~f<&?!^I6 zt_TN1pW#^3I0k)1YcToSSX`V$SwHTI$N$FDkxH(4ja+ksK|qc|ViN{q1ffE+y6Nti*pF?^OBK+nfsyce+~mOnWQ z6`Sw#<>Xg0sG*$Vrh=ABgS>#f<{vhfUlh;$`AUW_3}mB?<#p%{vHcb6$8bp z|G3CD5W*kqL-F__l+RUjdwnN(a=#na+(Jv2?G5i=VfXI( zf!O3SbHCXQgz+cA^Wb*o{+^g+Aq*N;4L}FV5Z0``iK^2vpm@?(2wruAzgw53X!>yqHeE`DiG9nVjrI>t7SxS2^fz!$`pWE2-9&kF5*j&% zW9^DaG`XA#;4g@;6aYbk<#T63F>#6v z<`G+~vm6u?lbA00E>l-57uxqm5Zinu1P>d5q0}$Y#Ablp;UH%GYl!Z1ZZPReDHsHO z;0d$O@wR$H>e^OjNIeFldqC;wAQmO&ILsvrf{mnD=ATGj znjAsfr9q~>v4JwBLFh1gJSaY!64z!BsNWC3tf`y$#HM2KKf4CX--n~^=*zh3F6|=< z-kw*u8(^P=8F!&A+Q)UBVS&yW4R0aiQGg zP#}i>_FTy6SdQ&dVwCNzm-$VLU?Uojz%SiJTvt;8_b3~pHVYC;+XjJTl@4{=fT72|14s`QcxHEatOoKFNd$AG+_D%x3eO)oHLo|p2`XGc*Zo9M)TX!sm z=mP46C_hiX6C2E%whuk!nM~AqudJ5#we401z$9Wj?TtHOu^WZ-R^Ne8oPv4198vQ$ zo=ps|M&I#sAuG}h8wUws|C6#Jv9!1BRt!H5r9nntB|MvS0H+KS!0)q`CHGj3zV4o2 z5pw|28?(@&t`|7}?-xth9t8=TEpTyR3h9v_r1o#8fwkojyf=(II*K6J;F^H7_xJEd zk4u=4@S3~-dy>}&?1l2foxo?9J5)BtlLxL`C%2}V)8B;EHcZ9n;k1_|Pq6WwznFo2 zIqRn5=ncembgbtNgQsy*v-d2lIUNEWq%i!6-`f79`i(bQS@V zQAz&xRJ|i4n2x~Y8`mK$xd`U{uL$!;2=I0`V!^s2=t+5VUDpe2;EdBa>1r8RcBk`l zCWmOP7P7+p(7$>Vm|Xk~-z!tFWoiOXS$YJYc1pvgzu&^T6L)Y;>NzNQ7XynIpT@0c zVj*zd83?JfL5HR8keprwCQC(N@|n1)wC5ME)(GMSN4Z7r2GaWHVok*+x?5WDmTBRr z`SKT!@l}Jo>NwM{iDzn~TJo5=N)_`nh0i}Lq4pSgY4>-;;swKCglQ>0>GV5s+0)S= zo3hR0Rtm4;PvG+MXsjMs1tAsrFh!tTOd4r_&-%-pu2zAqOEP~sibJE{J;9E$QR0RD z;K;orXgjr;8~1(2Mii+)Jt;vq@jqh2%ZcYS#hbfa96`)3+8MIbtnJUg+2Z4cXc9~_ z!>IXKdzJFC^ZIl7wfBPl(te%2RRHzY%h@_tx>x`2Ia{6*gZ2Llg>|EekyLdFOJB`r z#^;Ec{of?;SZ<8<2QM&-{B!WqpZ23NU(~0+l**^4agVqJux$RotbGE&_?#h=s9R;~ z=6s#$xG_-tPd9q+MWk2eV}MgAj-QeScCRl{hnI%6E+EaU;5hj|;y@c}4L0XjqPXD( z7Hy7)LQyr{b)u$9uOPIZy9T8-9?-G~naJfSaSeA1;(9X-8XboP?VD23^ME`+xDb|$ehFA+(v>Xb&WnSRghsUo*0(uVxKsLLA-swqyqkLED6 zP6)yT-`BilKqpq7OWOaEVX(>K22PTcfit6g&nj2S1^!PbcSz!GCBrcBs0s~&G|gxxXJDd6*wE9%mC<=`-4W2{8uBZKkN&MM3~Wr^rPU67OaaGwv}SkpTJH2>tn zHSaWfPN(zFAGD~Cd#aNJPGiQOcJuhoN1*V*Blx7%w8f%&Y}c zPm3w+Zb3e3j<119oAO~&`bF%Nkqi!Y1+3{@4wlVIM9rQkZd_%+vMVlO+zxlp+z0{D zaw(KPc7jfSZ9)0fL1q)hd8gLG;z`jE{J&~wbyJdVG@r>=USY;T zlwsLO8ow?FM6byI{kTSEdUq;_+k=?lp&_6=`6svkPQAF@Pq9~B&Vx^P%1qSBxbe_! zpvvz8qRLf5;B#}#JXL@#>sNF8`_v7yqbF8W#6jEQ2h8dN@uS`xLy^t`Jbo?0Wc4+0 zlT&|nf(0(GpuJn;Sr*vi3`YL0Mz^UnLu}ll6OEk)c3z`EX*vR0cIQ#A+bQm}mo%^| zn|N6n^_k2K#TMFil?$h+HIpH95+{G>NkKm+ zNGSBm#(l;|A@ZLjaKD<#qpXY2$i5Qo%iJjM5(|=!N0_x>z&&ezajnLZeN8HbC!PiP zLvtP4Ym(6~q!0MUR)9X!3x37k#^x3+7A+(jb$KDP#0{AI3gAb@N&K3B3*<@JsE*t& zXkQ(Xr8*~J<7?tPl4dGTJ0`20@tPToK92^Uh!f^jOuggemp?oj#-C0?#jf?NG54fQ zUEZXN-ZGciPkPu*9;lm@Kx z4=~HIm$<_Vd-VLro|`}22vZ_5Ac6E{&G~57+%^v6tMUbX!Dd-x&~rLp^i1SPKF~1w z?pHiz9l3z2!wdM*bJdvszeDK#KLzIbr?bZD(}LfA2J42L1Vy=pEaB=}C>lU_fxg3a zt^4|5=}`%MP7a|CsW|dlG1#}0dITRjlE*5Lskc4WS-!f%y^X!m*YE;roc5#ph0QR= zQimo(uVX^kMpU0pD+%qmo|n>h!`Y&m+wSzhbw8s(bhSZ{tbZ>nH5WlO=_^*A&WQ!#IM zD3hPs!!k8Fpng7BX7SDuIfLBWF&CLuS7;Xe+{O|L?| z>>}1Y&7~~kVuS}n3RqB~%&-U*f?EuiC>0%9)g0A=D{*6HL-RE<}{CS4MUdyE6? zK4h? z(0HZ>nvaMvNR&kLe9sxflIcC_WuekPxc8fd5U~CZMpS8VL>y^YWjnz> zb0XfwBuIf;2IzEaQB9#nWN z#Ly+DnIXM~h9e@0}Facc5<+VNLhk+tM#nWO^I=I^B_Iee74 zFE~Y+6f>Fg=&KAm_<`<;4YvN+3XrrA> zD>c5qoU7{xfLNKzkS`(HIKPr3%C%ZhpS*DKgkGo6bH z_Lnr@PJ;sXUc_TAfKI{5;PPlS-up5Ttu2$OGwB$4^Ug8lA9J|NrH&w(PPwll9kd@_ zi0MudsB_;+3~nd1j1Gb+TPnd=nam^;rD!()4%V&_ap!SO?Em$3?td|-VIMC=i5`ho zrdrW5L@Q>A=DvtFIn+u?D1CfY`Q;4?K)`}7W1UKxSLR@>mC8@YM%vrsv~5?jA0VeYjwST?>0 zrQ55x?`v}wyh}_u`p3-U%rS7(ujHXy=g~XQ3l~~m2km5U*6l;N_SM5c_)jrxSwUy! zK?kU_rBR1gFeuz`kGFd^@b+9ct`dfj(~{1qB73~QPzu%smMD2a9!-`)?mau+`rO zszz+M3UU3C*?`x?LYVuPdf2U7;B?EF{O&ePJCv!E+p38fO!HXlz1Zo|7bH(}#eU{R zsI*FAB1?ZBxKlySusUcrDq>xS4pR^EBeS1Jp49gP_~yqKv7z%0Taa`dUTvgadFXYf z_%=POz5$j$pwv{S##Qch`FPSe;4L~X8U~f+B*%Jw~MG> z?uuSUl`x<)1?=7$W6yvr_BY=2Nt9*p=Sum~(GX-)NM3Iz$ZsgZ2I~zdHQoXS z`<}4!aZ_>j*<9?*oDB<)9YVcI>H{lxabp8lkYCE?-Af9Iy(xrC1IgJ}KN)SSMxt!t zFs3oli^eCSE zE5p$%IS)Vklu})k7v^$9TF zQi+mX6Vy)rhoNLO`Lq3AiFws~{M-!h@E6?O2` zx76-$%qah52F{hV|DK`GGRX66^rRf@ZOBD9dIv}>eZ`8VVzJH{6R@es1+S!Y5LHH8 z*@?|uSlGYWy!Vg}G%nVl(;yq#chAA#g?=#cTN0=u$DqyfBv3@WS4&PfbAx_)=x*iB zbo5rLv-TE3$sW3oY>UG#k7r!j$CqoL8eof=3a3q`Zb{co%Bd&QEb0JAKJEg+#}{g+ z>MGFu9*YC+5^L?zX#T1t9kfRIj?UkSnPlR~YxH7Jxp^GZ9y8{OpLdEy2Ft|xv+AI4 zi307;WYb+QhLtx&QeP{b+t%m6JNb1`I_a{<0sF`)MLgtPMrzrKQoLk)5|tH7Sb&FV zo?guIbB@q_r-r3n$Rm%9J}O>kb9hAWo-{FpS~^47&(~0|y9~ZcMq_ck60~QW#jelF zK=}`4Lu4)L$f!ZssIjL#jSF{-QL(rYja;Vfk2j1)VO+C5acXKIVqhT(MhTgJ@*kjB z{Zu`9Y!*xuAB7v1+fmW63Tr=(q1?}WEbA8wN)FlvaGL$DBCHG`EiwfHUiIu?!yGyZo+)gm4zQCNCyt!iB zk9>%r561Kz57u=bI0zh3v1J80=*fZb3xXgAc}7P$Om>RF64fGR`)diFJzWkNJ#To| zw>FMV0&q$`0I_qfL8E~bBW9}6t3%25u*yWqfg*L`lxF6a;f#7y#-Zs(x+{E_z;1mFh~__G zoz{kE-9dMbekY)rdeye2lrf_ncIO^%6izN+-A1Vp@4Ou6qdv%cY1Tk{_>_4oK;d&! zb=C?Yq(X@nhiM0xdzP|Z*^ch&lc=?8;bCS+c;JU3sI~hAC;KJgt6RzBgH?dgZU8EN zDd&pLm+EA81eAscW{dj9l#{?C}c)hV4;6*c@*# zs+ffVU8VTQryNbk$iXQu9zs_lXs^bKg>&7QT_o+q#wLSsmLteK?3p&^mDuL$57bpi zR=2+W$V4}9I+|NjzTr#;gNy(7_ZL804Be?uX;?^4Io^Iu%;Mg`u;JWcjN82(g|qT8 zbx;gMhJPiZ>uPaaPBnbbB$t`7A=h4tRC`8TAaAfAdUX-E>0J)=4yok{x<{b>Mlq=K zW3V~50uw{z*miC@xPLLh;H8H^S+W&hFFsDym`rXRNB)%uweaDh5u_~L0n%I-u6XxF z?7J@-zJAhx;;S3GA)1BC|EPO@NWkR3ZiYUFS8%0V3O5Aw?yDXN6Jz$H;(doW=H7Xf z?tj4z#}Z4#+5$0-zK7=Hz{+eox~om0E2)4fgx(MuW(u-L+u{6jO9*o~%zUq`!}<+| zU>9f#cdeCR(DssLrP56H*B?QR#i(s)Ry%c_MwK#%cA;Nc{IwCF$n_vzS2?o_IKonb zS76AJqc9}s2>1IGgZ9M7SC0OhYl?5e*Z3dtsKq%HykE{bFHeH9E2*e;{{@Y^iD9|3 z7(^*jwMx$zBfr(K8=lsfxV{MHd(MD|nZ!GgF9+?s*=Rcc05tq#4)w23A#RAn`DV+2 z{1UwQ2#2mM4_JIE2b@i;WA_R!6^%u`h>KWqI}6VyEJVBKfvAa^$1&s-MuxxV()2sx zVz2AaYg4=a<^-3vA4gGhs@T2a0}Fje4$id~!Duc=kHk>&?#Xz( zn+?Vvu7S+2g-}#;5qc~;=#C~;Np@UQdszK}-Ek(MqYyA(*+|d?TxR7;%Cip+LY-SX zSto45sOfbW`*}aw&Yp$_Rpwy-Wh1@+_15_jt4CTRFR4qAE-LDoN^ zXychlU1uEMIod~}eygY(2e7@b#&G538z)YHaX(EuBd`M~B^G>^u&tU9|611pwc zhJF>RAMJ&DYi7f7%WTlT9Lghy>Ved&g!NkagN}8M*!0^zkY=35M*F^e!&vi5F@gLaS5;97&a^lCi#_bz55_;Hu-1K)vphGDD<))$+vR_WCEXW^QIf@c zJX65>ObmV=kb#NYM}u9?V2B--0G;Hghz+QKtdFtas<@1Oq?BnYJ+JoPM~=!7Z}`Mb zGza?Yg*foG7-cR;+3kTjusblGToN>+yK2P}7N=pueR6v2^nj?pQoujg8)^e*xmvE!dszIdNUZOj z1vl5G(f{4cEWzS3JeD4UC?`*_`?wLZ21i5K!z0W^RR@s^-6WCf*t7=roCT>3Sd;)}QV^z#I)f5R=anocg|CG7n#z zI4Xx+g8ooA=?aMMD%1_R>*+hG2kzM^V(a@fo5tjchx*rmlCqycjTYeG^#?!?aZoIFkz?}`EO?O%`xS{8SVeb*{7=mH zaW={lhk|0<{ppGZ8JoL~a)jAB?Bk*`$gHHCN^cz&FQfkU?cE@69}a~hZ}U-~==-?e z2^-BvalIDu_dH$94QJ5~FjmBUm&m!~;*Vm*Oe=BQ;0xgDKLK##QFMAf1Ed2FlRI9+ z0^8}_P4f`R>fuaWMsBQ4yTO)v;M&wxblxczZA2i;DTznPi?%J)Yh<`JE9O~RPVOb!Y@22$#3@LfwDbW{{WuiG1@_`6IT{CgJNe;L9>%Qj&9iXx2nHNuki6h1$V*efOsdh}^u8G49# z6H`<@cAH>`eg`YDn91Gup&BK02Yjl_BO|-G>x6?~D=@`(QI{z`RD!uTF5r;9vr&5D zC#JFP%k5>M(7xy^mp2iQJLXR~)c*w_$z$MyyHs$T+Lcbb{w?U!79?+E2=IF{FYVuoQW zZ;x&li_B|SSSMZt%Hdu1mFv?pr?pL>)(a+Lh26Y~fBT0F1^I#>$G}qw68?LA@ z`|cRA)`+<0H+jCxMe2A-$z4LZ?vZmLY|?lfw)qgvOY$jGxRTsMXYg@)KFZz%lCNP5 zT3@SYjV<-OPs$Axop|7A>v|K$+ScKXST*t6)`MW!T8!ME!#A5;$FzN`Q0wpuapHzx z;0N04t@Xo*Iz!@x1cAb6t@!!cDxBS%OS#`-s1Dywo~D=T{e4s@Jo1z&wz-L=$Ewtg zL20~aj+z;}N8^wYx$rRSB8V4V!se;EXdC5)qgT;6cCHI+3#ZuncPX~+XyO?SGf-o; zgdLo802>0RAH9fU{c<04JQ9k||I&MRLk=Vkk49BGb)|e0utk(d9`^(u`V{eN%T(Is zZ&P^%M1eB(2^0L6$AzVCOq1ltUl||36h^EYa(^E$QU;a0KYp1;_m4`qwoma7yg zA>!)pV|3P?N{p(JXyD)hF8z|x{b~gY*DnUawKDZ+Ss6rZqBD2wMU{C*I4Z3KKMBHEUU)XbIw9<;dWwPmf-npIo$k)=tOK3uPIf~DtgRQ zN^+pyk~%#*@35{v-!ZW&2MnJ4#ibc4)+ITO7V8Q?x-^5HJ8Q7Do`sFW4bkCG9df4p zgjNv>Ox{K;{NSsgv)4=QJ7xyRuij;$9Tw1NJ_m0{rh;8YJ{SEnjGO{r#YSK9pz8WX zOkG$6Mt9B04gG*Mu0PG4lJZ&Ak!(!V%|w}X2k*Xq1>)cK#oK8#|9!R@z78$Gjulco zIGXzYQ%^#QT^i^-Ef*WKMf0$tDE>S*3Bs&a@Q3+^Sm=Eg6JL<+_U}rxD9VR8`rT+g z?}ql)CiU^5Cn5L|?YY}Gu?8frV(H={Xcf>J!l`#shtVhYe_bOU%uLlF2>0p?C6dI;ia}&7+HcM#N7UhT0 zg_&q`jdIaH4?-Is@)bp`#aQEL2)rf(d2AD_SsjZbh%Xh>=@0(1LQvA{492IY^NFSB zF{;uTL}7i!5`()e!ln$IiF44_lK}F@FU)ML0#|NGLa%~0K3P8=;s=ZeY1k?C!!_Y3 z8F!02EndkK-A=eoHvtW5#PqHC4PEBNpiO=zW_V4)PJ?-9c(4oxQJ%~;Q_pa<_I{)Lw{mw>yiJM5?^ zp(Qj)(}y1j5FM5)DhH-T)>)jEx^U#0<`SggSEGppi5!}mF1?OHm92_e}Br2 zcNTE#x?kaSY$=Gp(GoqYohSAfW6-C)@Z2yL69k#yG;bGrMwejP6n)q%QlQCeTGqbV z#YFGtss-t%)hSbUp=;A#E|}v$|E4o|xBM~*C|=S7pDJ$f-phN=pG0?X=V@b&Ax`j+ z>;13^qHrH#Il=}>SMS%V3bk6 QkS*c=@1L37$7JCD0%4Ljl>h($ literal 0 HcmV?d00001 diff --git a/examples/tensor_contraction.rs b/examples/tensor_contraction.rs new file mode 100644 index 00000000..f65f5e18 --- /dev/null +++ b/examples/tensor_contraction.rs @@ -0,0 +1,182 @@ +use ezkl::circuit::einsum::analysis::analyze_einsum_usage; +use ezkl::circuit::poly::PolyOp; +use ezkl::circuit::*; +use ezkl::tensor::*; +use halo2_proofs::circuit::floor_planner::V1; +use halo2_proofs::dev::MockProver; +use halo2_proofs::{ + arithmetic::Field, + circuit::{Layouter, Value}, + plonk::{Circuit, ConstraintSystem, Error}, +}; +use halo2curves::bn256::Fr; +use halo2curves::ff::PrimeField; +use itertools::Itertools; +use rand::rngs::OsRng; +use std::collections::HashMap; +use std::marker::PhantomData; + +static mut LEN: usize = 4; +const K: usize = 11; + +#[derive(Clone)] +struct MyCircuit { + inputs: [ValTensor; 2], + einsum: Einsum, +} + +#[derive(Clone, Default)] +struct Einsum { + equation: String, + input_axes_to_dims: HashMap, + _marker: PhantomData, +} + +impl Einsum { + pub fn new(equation: &str, inputs: &[&Tensor>]) -> Result { + let mut eq = equation.split("->"); + let inputs_eq = eq.next().ok_or(CircuitError::InvalidEinsum)?; + let inputs_eq = inputs_eq.split(',').collect::>(); + + // Check that the number of inputs matches the number of inputs in the equation + if inputs.len() != inputs_eq.len() { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + + let mut input_axes_to_dims = HashMap::new(); + for (i, input) in inputs.iter().enumerate() { + for j in 0..inputs_eq[i].len() { + let c = inputs_eq[i] + .chars() + .nth(j) + .ok_or(CircuitError::InvalidEinsum)?; + if let std::collections::hash_map::Entry::Vacant(e) = input_axes_to_dims.entry(c) { + e.insert(input.dims()[j]); + } else if input_axes_to_dims[&c] != input.dims()[j] { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + } + } + + Ok(Self { + equation: equation.to_owned(), + input_axes_to_dims, + _marker: PhantomData, + }) + } +} + +impl Circuit for MyCircuit { + type Config = BaseConfig; + type FloorPlanner = V1; + type Params = Einsum; + + fn without_witnesses(&self) -> Self { + self.clone() + } + + fn configure_with_params(cs: &mut ConstraintSystem, params: Self::Params) -> Self::Config { + let len = unsafe { LEN }; + + let a = VarTensor::new_advice(cs, K, 1, len); + let b = VarTensor::new_advice(cs, K, 1, len); + let output = VarTensor::new_advice(cs, K, 1, len); + + let mut config = Self::Config::configure(cs, &[a, b], &output, CheckMode::UNSAFE); + + let mut equations = HashMap::new(); + equations.insert((0, params.equation), params.input_axes_to_dims); + let analysis = analyze_einsum_usage(&equations).unwrap(); + let num_einsum_inner_cols = 2; + config + .configure_einsums(cs, &analysis, num_einsum_inner_cols, K) + .unwrap(); + let _constant = VarTensor::constant_cols(cs, K, 2, false); + + config + } + + fn params(&self) -> Self::Params { + Einsum::::new( + &self.einsum.equation, + &[ + &self.inputs[0].get_inner().unwrap(), + &self.inputs[1].get_inner().unwrap(), + ], + ) + .unwrap() + } + + fn configure(_cs: &mut ConstraintSystem) -> Self::Config { + unimplemented!("call configure_with_params instead") + } + + fn synthesize( + &self, + mut config: Self::Config, + mut layouter: impl Layouter, + ) -> Result<(), Error> { + let challenges = config + .einsums + .as_ref() + .ok_or(Error::Synthesis)? + .challenges() + .unwrap() + .iter() + .map(|c| layouter.get_challenge(*c)) + .collect_vec(); + + layouter.assign_region( + || "", + |region| { + let mut region = region::RegionCtx::new_with_challenges( + region, + 0, + 1, + 1024, + 2, + challenges.clone(), + ); + config + .layout( + &mut region, + &self.inputs.iter().collect_vec(), + Box::new(PolyOp::Einsum { + equation: self.einsum.equation.clone(), + }), + ) + .unwrap(); + Ok(()) + }, + )?; + Ok(()) + } +} + +fn runmatmul() { + let i = 10; + let n = 10; + let j = 40; + let k = 10; + + let mut a = Tensor::from((0..i * n * j).map(|_| Value::known(Fr::random(OsRng)))); + a.reshape(&[i, n, j]).unwrap(); + + // parameters + let mut b = Tensor::from((0..j * k).map(|_| Value::known(Fr::random(OsRng)))); + b.reshape(&[j, k]).unwrap(); + + let einsum = Einsum::::new("inj,jk->ik", &[&a, &b]).unwrap(); + + let circuit = MyCircuit { + inputs: [ValTensor::from(a), ValTensor::from(b)], + einsum, + }; + + let mock_prover = MockProver::run(K as u32, &circuit, vec![]).unwrap(); + mock_prover.assert_satisfied(); +} + +pub fn main() { + runmatmul() +} diff --git a/src/bindings/python.rs b/src/bindings/python.rs index c7a5234e..0683df19 100644 --- a/src/bindings/python.rs +++ b/src/bindings/python.rs @@ -191,6 +191,9 @@ struct PyRunArgs { /// float: epsilon used for arguments that use division #[pyo3(get, set)] pub epsilon: f64, + /// bool: Whether to disable using Freivalds' argument in einsum operations + #[pyo3(get, set)] + pub disable_freivalds: bool, } /// default instantiation of PyRunArgs @@ -225,6 +228,7 @@ impl From for RunArgs { decomp_legs: py_run_args.decomp_legs, ignore_range_check_inputs_outputs: py_run_args.ignore_range_check_inputs_outputs, epsilon: Some(py_run_args.epsilon), + disable_freivalds: py_run_args.disable_freivalds, } } } @@ -252,6 +256,7 @@ impl Into for RunArgs { decomp_legs: self.decomp_legs, ignore_range_check_inputs_outputs: self.ignore_range_check_inputs_outputs, epsilon: eps, + disable_freivalds: self.disable_freivalds, } } } diff --git a/src/circuit/ops/chip.rs b/src/circuit/ops/chip.rs index 1bc73bfa..91cd4daf 100644 --- a/src/circuit/ops/chip.rs +++ b/src/circuit/ops/chip.rs @@ -14,6 +14,7 @@ use tosubcommand::ToFlags; use crate::{ circuit::{ + chip::einsum::analysis::EinsumAnalysis, ops::base::BaseOp, table::{Range, RangeCheck, Table}, }, @@ -24,6 +25,9 @@ use std::{collections::BTreeMap, marker::PhantomData}; use super::{lookup::LookupOp, region::RegionCtx, CircuitError, Op}; use halo2curves::ff::{Field, PrimeField}; +/// +pub mod einsum; + #[allow(missing_docs)] /// An enum representing activating the sanity checks we can perform on the accumulated arguments #[derive( @@ -266,6 +270,8 @@ pub struct BaseConfig { pub range_checks: RangeChecks, /// [Selector]s for the shuffles pub shuffles: Shuffles, + /// Einsum-specific configuration + pub einsums: Option>, /// Activate sanity checks pub check_mode: CheckMode, _marker: PhantomData, @@ -280,6 +286,22 @@ impl BaseConfig { custom_gates: CustomGates::dummy(col_size, num_inner_cols), static_lookups: StaticLookups::dummy(col_size, num_inner_cols), dynamic_lookups: DynamicLookups::dummy(col_size, num_inner_cols), + einsums: Some(einsum::Einsums::::dummy(col_size, num_inner_cols)), + shuffles: Shuffles::dummy(col_size, num_inner_cols), + range_checks: RangeChecks::dummy(col_size, num_inner_cols), + check_mode: CheckMode::SAFE, + shared_table_inputs: vec![], + _marker: PhantomData, + } + } + + /// Returns a new [BaseConfig] with no inputs, no selectors, no tables, and no Freivalds' argument. + pub fn dummy_without_freivalds(col_size: usize, num_inner_cols: usize) -> Self { + Self { + custom_gates: CustomGates::dummy(col_size, num_inner_cols), + static_lookups: StaticLookups::dummy(col_size, num_inner_cols), + dynamic_lookups: DynamicLookups::dummy(col_size, num_inner_cols), + einsums: None, shuffles: Shuffles::dummy(col_size, num_inner_cols), range_checks: RangeChecks::dummy(col_size, num_inner_cols), check_mode: CheckMode::SAFE, @@ -414,6 +436,7 @@ impl BaseConfig { }, static_lookups: StaticLookups::default(), dynamic_lookups: DynamicLookups::default(), + einsums: None, shuffles: Shuffles::default(), range_checks: RangeChecks::default(), shared_table_inputs: vec![], @@ -688,6 +711,27 @@ impl BaseConfig { Ok(()) } + /// Configures and creates einsums + #[allow(clippy::too_many_arguments)] + pub fn configure_einsums( + &mut self, + cs: &mut ConstraintSystem, + analysis: &EinsumAnalysis, + num_inner_cols: usize, + logrows: usize, + ) -> Result<(), CircuitError> + where + F: Field, + { + self.einsums = Some(einsum::Einsums::configure_universal( + cs, + analysis, + num_inner_cols, + logrows, + )); + Ok(()) + } + /// Configures and creates lookup selectors #[allow(clippy::too_many_arguments)] pub fn configure_shuffles( diff --git a/src/circuit/ops/chip/einsum/analysis.rs b/src/circuit/ops/chip/einsum/analysis.rs new file mode 100644 index 00000000..8dd4049c --- /dev/null +++ b/src/circuit/ops/chip/einsum/analysis.rs @@ -0,0 +1,210 @@ +use std::collections::{HashMap, HashSet}; + +use itertools::Itertools; + +use crate::circuit::{ + einsum::reduction_planner::{self, Reduction}, + CircuitError, +}; + +/// +#[derive(Debug, Clone)] +pub struct EinsumAnalysis { + /// max size of input tensors + pub max_input_size: usize, + /// max size of output tensors + pub max_output_size: usize, + /// max number of input tensors + pub max_num_inputs: usize, + /// max number of output axes + pub max_num_output_axes: usize, + /// the sum of the lengths of dot product to compute all the reductions + pub reduction_length: usize, +} + +/// The strategy to use for einsum +#[derive(Debug, Clone)] +pub enum EinsumStrategy { + /// Use only base ops + BaseOps, + /// Use Freivalds' argument + Freivalds, +} + +/// +#[derive(Debug, Clone)] +pub struct SingleEquationAnalysis { + /// + pub equation: String, + /// + pub num_inputs: usize, + /// + pub max_input_size: usize, + /// + pub output_size: usize, + /// + pub num_output_axes: usize, + /// + pub output_indices: Vec, + /// the length of dot product to compute all the reductions + pub reduction_length: usize, + /// the strategy to use for einsum + pub strategy: EinsumStrategy, +} + +/// +pub fn analyze_einsum_usage( + equations: &HashMap<(usize, String), HashMap>, +) -> Result { + let mut max_num_inputs = 0; + let mut max_input_size = 0; + let mut max_output_size = 0; + let mut max_num_output_axes = 0; + let mut reduction_length = 0; + + for ((_, equation), input_axes_to_dim) in equations.iter() { + let analysis = analyze_single_equation(equation, input_axes_to_dim)?; + max_input_size = max_input_size.max(analysis.max_input_size); + max_output_size = max_output_size.max(analysis.output_size); + max_num_inputs = max_num_inputs.max(analysis.num_inputs); + max_num_output_axes = max_num_output_axes.max(analysis.num_output_axes); + reduction_length += analysis.reduction_length; + } + + Ok(EinsumAnalysis { + max_input_size, + max_output_size, + max_num_inputs, + max_num_output_axes, + reduction_length, + }) +} + +/// +pub fn analyze_single_equation( + equation: &str, + input_axes_to_dim: &HashMap, +) -> Result { + // Sanitise equation to remove trivial axes + let equation = { + let (inputs_str, output_str) = equation.split_once("->").unwrap(); + let input_equations: Vec<&str> = inputs_str.split(',').collect(); + + let inputs: Vec = input_equations + .iter() + .map(|input| { + input + .chars() + .filter(|char| *input_axes_to_dim.get(char).unwrap() > 1) + .collect() + }) + .collect(); + + let output = output_str + .chars() + .filter(|c| { + input_axes_to_dim.get(c).is_some() && *input_axes_to_dim.get(c).unwrap() > 1 + }) + .collect(); + + [inputs.join(","), output].join("->") + }; + + let (inputs_eq, output_eq) = equation.split_once("->").unwrap(); + let input_equations: Vec<&str> = inputs_eq.split(',').collect(); + + let max_input_size = input_equations + .iter() + .map(|eqn| { + eqn.chars() + .map(|c| input_axes_to_dim.get(&c).unwrap()) + .product() + }) + .max() + .unwrap(); + + let output_indices: Vec = output_eq.chars().collect(); + let output_dims = output_indices + .iter() + .map(|c| input_axes_to_dim.get(&c).unwrap()); + let output_size = output_dims.clone().product(); + + let output_reduction_length = { + let mut output_dims = output_dims.rev().cloned().collect_vec(); + let mut total_length = 0; + for _ in 0..output_dims.len() { + let dot_product_len = output_dims.remove(0); + let num_dot_products: usize = output_dims.iter().product(); + total_length += dot_product_len * num_dot_products; + } + total_length + }; + + let input_reductions_length = { + let input_reductions = reduction_planner::input_reductions(&equation)?; + input_reductions + .into_iter() + .map(|reduction| { + let (_, output_expr) = reduction.expression().split_once("->").unwrap(); + let num_inputs = reduction.input_indices().len(); + let dot_product_len = match reduction { + Reduction::RLC { axis, .. } => *input_axes_to_dim.get(&axis).unwrap(), + Reduction::Contraction { axis, .. } => *axis + .and_then(|axis| input_axes_to_dim.get(&axis)) + .unwrap_or(&1), + }; + let num_dot_products: usize = output_expr + .chars() + .map(|c| input_axes_to_dim.get(&c).unwrap()) + .product(); + // since `multi_dot` does pairwise mult between input pairs and final summation + if num_inputs <= 2 { + num_dot_products * dot_product_len + } else { + num_dot_products * (dot_product_len * num_inputs) + } + }) + .sum::() + }; + + let dispatch_to_einsum_with_base_ops = { + let mut seen = HashSet::new(); + let mut common_indices_to_inputs = vec![]; + for input in input_equations.iter() { + for c in input.chars() { + if !seen.contains(&c) { + seen.insert(c); + } else { + common_indices_to_inputs.push(c); + } + } + } + let non_common_indices = input_axes_to_dim + .keys() + .filter(|&x| { + !common_indices_to_inputs.contains(x) + && input_axes_to_dim.get(x).cloned().unwrap() > 1 + }) + .collect::>(); + !(output_indices.len() > 0 + && common_indices_to_inputs.len() > 0 + && non_common_indices.len() > 1) + }; + + let strategy = if dispatch_to_einsum_with_base_ops { + EinsumStrategy::BaseOps + } else { + EinsumStrategy::Freivalds + }; + + Ok(SingleEquationAnalysis { + output_size, + max_input_size, + equation: equation.to_string(), + num_inputs: input_equations.len(), + num_output_axes: output_indices.len(), + output_indices, + reduction_length: output_reduction_length + input_reductions_length, + strategy, + }) +} diff --git a/src/circuit/ops/chip/einsum/circuit_params.rs b/src/circuit/ops/chip/einsum/circuit_params.rs new file mode 100644 index 00000000..ae6b0480 --- /dev/null +++ b/src/circuit/ops/chip/einsum/circuit_params.rs @@ -0,0 +1,54 @@ +use std::{collections::HashMap, marker::PhantomData}; + +use halo2_proofs::circuit::Value; +use halo2curves::ff::PrimeField; + +use crate::{ + circuit::CircuitError, + tensor::{Tensor, TensorError, TensorType}, +}; + +/// Circuit parameter for a single einsum equation +#[derive(Clone, Debug, Default)] +pub struct SingleEinsumParams { + /// + pub equation: String, + /// Map from input axes to dimensions + pub input_axes_to_dims: HashMap, + _marker: PhantomData, +} + +impl SingleEinsumParams { + /// + pub fn new(equation: &str, inputs: &[&Tensor>]) -> Result { + let mut eq = equation.split("->"); + let inputs_eq = eq.next().ok_or(CircuitError::InvalidEinsum)?; + let inputs_eq = inputs_eq.split(',').collect::>(); + + // Check that the number of inputs matches the number of inputs in the equation + if inputs.len() != inputs_eq.len() { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + + let mut input_axes_to_dims = HashMap::new(); + for (i, input) in inputs.iter().enumerate() { + for j in 0..inputs_eq[i].len() { + let c = inputs_eq[i] + .chars() + .nth(j) + .ok_or(CircuitError::InvalidEinsum)?; + if let std::collections::hash_map::Entry::Vacant(e) = input_axes_to_dims.entry(c) { + e.insert(input.dims()[j]); + } else if input_axes_to_dims[&c] != input.dims()[j] { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + } + } + + Ok(Self { + equation: equation.to_owned(), + input_axes_to_dims, + _marker: PhantomData, + }) + } +} diff --git a/src/circuit/ops/chip/einsum/layouts.rs b/src/circuit/ops/chip/einsum/layouts.rs new file mode 100644 index 00000000..795c5619 --- /dev/null +++ b/src/circuit/ops/chip/einsum/layouts.rs @@ -0,0 +1,359 @@ +use halo2curves::ff::PrimeField; +use log::{error, trace}; + +use crate::{ + circuit::{base::BaseOp, einsum::BaseOpInfo, region::RegionCtx, CheckMode, CircuitError}, + tensor::{ + get_broadcasted_shape, + ops::{accumulated, add, mult, sub}, + TensorError, TensorType, ValTensor, ValType, + }, +}; + +use super::ContractionConfig; + +/// Pairwise (elementwise) op layout +pub fn pairwise( + config: &ContractionConfig, + region: &mut RegionCtx, + values: &[&ValTensor; 2], + op: BaseOp, + phases: &[usize; 2], +) -> Result, CircuitError> { + let (mut lhs, mut rhs) = if phases[0] <= phases[1] { + (values[0].clone(), values[1].clone()) + } else { + (values[1].clone(), values[0].clone()) + }; + + let broadcasted_shape = get_broadcasted_shape(lhs.dims(), rhs.dims())?; + + lhs.expand(&broadcasted_shape)?; + rhs.expand(&broadcasted_shape)?; + + if lhs.len() != rhs.len() { + return Err(CircuitError::DimMismatch(format!( + "pairwise {} layout", + op.as_str() + ))); + } + + region.flush_einsum()?; + + let input_vars = config.get_input_vars(phases.as_slice().into()); + let output_var = config.get_output_var(phases.as_slice().into()); + + let inputs = [lhs, rhs] + .iter() + .zip(input_vars) + .map(|(val, var)| { + let res = region.assign_einsum(var, val)?; + Ok(res.get_inner()?) + }) + .collect::, CircuitError>>()?; + + // Now we can assign the dot product + // time the calc + let op_result = match op { + BaseOp::Add => add(&inputs), + BaseOp::Sub => sub(&inputs), + BaseOp::Mult => mult(&inputs), + _ => return Err(CircuitError::UnsupportedOp), + } + .map_err(|e| { + error!("{}", e); + halo2_proofs::plonk::Error::Synthesis + })?; + + let assigned_len = op_result.len(); + let mut output = region.assign_einsum(output_var, &op_result.into())?; + + // Enable the selectors + if !region.is_dummy() { + (0..assigned_len) + .map(|i| { + let (x, y, z) = output_var.cartesian_coord(region.einsum_col_coord() + i); + let op_info = BaseOpInfo { + op_kind: op.clone(), + input_phases: phases.as_slice().into(), + }; + let selector = config.selectors.get(&(op_info, x, y)); + + region.enable(selector, z)?; + + Ok(()) + }) + .collect::, CircuitError>>()?; + } + region.increment_einsum_col_coord(assigned_len); + + output.reshape(&broadcasted_shape)?; + + Ok(output) +} + +pub fn sum( + config: &ContractionConfig, + region: &mut RegionCtx, + values: &[&ValTensor; 1], + phase: usize, + check_mode: &CheckMode, +) -> Result, CircuitError> { + if values[0].len() == 1 { + return Ok(values[0].clone()); + } + assert!(phase == 0 || phase == 1); + + region.flush_einsum()?; + let mut input = values[0].clone(); + + let block_width = config.block_width(); + + let assigned_len: usize; + let input = { + input.pad_to_zero_rem(block_width, ValType::Constant(F::ZERO))?; + let var = config.get_input_vars([phase].as_slice().into())[0]; + let (res, len) = region.assign_einsum_with_duplication_unconstrained(var, &input)?; + assigned_len = len; + res.get_inner()? + }; + + // Now we can assign the dot product + let accumulated_sum = accumulated::sum(&input, block_width)?; + + let output_var = config.get_output_var([phase].as_slice().into()); + let (output, output_assigned_len) = region.assign_einsum_with_duplication_constrained( + output_var, + &accumulated_sum.into(), + check_mode, + )?; + + // enable the selectors + if !region.is_dummy() { + for i in 0..output_assigned_len { + let (x, _, z) = output_var.cartesian_coord(region.einsum_col_coord() + i * block_width); + // skip over duplicates at start of column + if z == 0 && i > 0 { + continue; + } + let selector = if i == 0 { + let op_info = BaseOpInfo { + op_kind: BaseOp::SumInit, + input_phases: [phase].as_slice().into(), + }; + config.selectors.get(&(op_info, x, 0)) + } else { + let op_info = BaseOpInfo { + op_kind: BaseOp::Sum, + input_phases: [phase].as_slice().into(), + }; + config.selectors.get(&(op_info, x, 0)) + }; + + region.enable(selector, z)?; + } + } + + let last_elem = output.last()?; + + region.increment_einsum_col_coord(assigned_len); + + // last element is the result + Ok(last_elem) +} + +pub fn prod( + config: &ContractionConfig, + region: &mut RegionCtx, + values: &[&ValTensor; 1], + phase: usize, + check_mode: &CheckMode, +) -> Result, CircuitError> { + assert!(phase == 0 || phase == 1); + region.flush_einsum()?; + let block_width = config.block_width(); + let assigned_len: usize; + let input = { + let mut input = values[0].clone(); + input.pad_to_zero_rem(block_width, ValType::Constant(F::ONE))?; + let var = config.get_input_vars([phase].as_slice().into())[0]; + let (res, len) = region.assign_einsum_with_duplication_unconstrained(var, &input)?; + assigned_len = len; + res.get_inner()? + }; + + // Now we can assign the dot product + let accumulated_prod = accumulated::prod(&input, block_width)?; + + let output_var = config.get_output_var([phase].as_slice().into()); + let (output, output_assigned_len) = region.assign_einsum_with_duplication_constrained( + output_var, + &accumulated_prod.into(), + check_mode, + )?; + + // enable the selectors + if !region.is_dummy() { + (0..output_assigned_len) + .map(|i| { + let (x, _, z) = + output_var.cartesian_coord(region.einsum_col_coord() + i * block_width); + // skip over duplicates at start of column + if z == 0 && i > 0 { + return Ok(()); + } + let selector = if i == 0 { + let op_info = BaseOpInfo { + op_kind: BaseOp::CumProdInit, + input_phases: [phase].as_slice().into(), + }; + config.selectors.get(&(op_info, x, 0)) + } else { + let op_info = BaseOpInfo { + op_kind: BaseOp::CumProd, + input_phases: [phase].as_slice().into(), + }; + config.selectors.get(&(op_info, x, 0)) + }; + + region.enable(selector, z)?; + Ok(()) + }) + .collect::, CircuitError>>()?; + } + + let last_elem = output.last()?; + + region.increment_einsum_col_coord(assigned_len); + + // last element is the result + Ok(last_elem) +} + +pub fn dot( + config: &ContractionConfig, + region: &mut RegionCtx, + values: &[&ValTensor; 2], + phases: &[usize; 2], + check_mode: &CheckMode, +) -> Result, CircuitError> { + if values[0].len() != values[1].len() { + return Err(TensorError::DimMismatch("dot".to_string()).into()); + } + + region.flush_einsum()?; + // time this entire function run + let global_start = instant::Instant::now(); + + let mut values = if phases[0] <= phases[1] { + [values[0].clone(), values[1].clone()] + } else { + [values[1].clone(), values[0].clone()] + }; + let vars = config.get_input_vars(phases.as_slice().into()); + + let mut inputs = vec![]; + let block_width = config.block_width(); + + let mut assigned_len = 0; + for (val, var) in values.iter_mut().zip(vars) { + val.pad_to_zero_rem(block_width, ValType::Constant(F::ZERO))?; + let inp = { + let (res, len) = region.assign_einsum_with_duplication_unconstrained(var, &val)?; + assigned_len = len; + res.get_inner()? + }; + inputs.push(inp); + } + + // Now we can assign the dot product + // time this step + let accumulated_dot = accumulated::dot(&inputs[0], &inputs[1], block_width)?; + let output_var = config.get_output_var(phases.as_slice().into()); + let (output, output_assigned_len) = region + .assign_einsum_with_duplication_constrained(output_var, &accumulated_dot.into(), check_mode) + .expect("failed to assign einsum with duplication constrained"); + + // enable the selectors + if !region.is_dummy() { + (0..output_assigned_len) + .map(|i| { + let (x, _, z) = + output_var.cartesian_coord(region.einsum_col_coord() + i * block_width); + // hop over duplicates at start of column + if z == 0 && i > 0 { + return Ok(()); + } + let selector = if i == 0 { + let op_info = BaseOpInfo { + op_kind: BaseOp::DotInit, + input_phases: phases.as_slice().into(), + }; + config.selectors.get(&(op_info, x, 0)) + } else { + let op_info = BaseOpInfo { + op_kind: BaseOp::Dot, + input_phases: phases.as_slice().into(), + }; + config.selectors.get(&(op_info, x, 0)) + }; + region.enable(selector, z)?; + + Ok(()) + }) + .collect::, CircuitError>>()?; + } + + let last_elem = output.last()?; + + region.increment_einsum_col_coord(assigned_len); + + let elapsed = global_start.elapsed(); + trace!("dot layout took: {:?}, row {}", elapsed, region.row()); + trace!("----------------------------"); + Ok(last_elem) +} + +/// Dot product of more than two tensors +pub fn multi_dot( + config: &ContractionConfig, + region: &mut RegionCtx, + values: &[&ValTensor], + phases: &[usize], + check_mode: &CheckMode, +) -> Result, CircuitError> { + assert!(phases.iter().all(|phase| *phase == 0 || *phase == 1)); + if !values.iter().all(|value| value.len() == values[0].len()) { + return Err(TensorError::DimMismatch("dot".to_string()).into()); + } + // time this entire function run + let global_start = instant::Instant::now(); + + let values: Vec> = values.iter().copied().cloned().collect(); + // do pairwise dot product between intermediate tensor and the next tensor + let (intermediate, output_phase) = values + .into_iter() + .zip(phases.iter().cloned()) + .reduce(|(intermediate, intermediate_phase), (input, phase)| { + ( + pairwise( + config, + region, + &[&intermediate, &input], + BaseOp::Mult, + &[intermediate_phase, phase], + ) + .unwrap(), + std::cmp::max(intermediate_phase, phase), + ) + }) + .unwrap(); + + let accumulated_dot = sum(config, region, &[&intermediate], output_phase, check_mode)?; + let last_elem = accumulated_dot.last()?; + + let elapsed = global_start.elapsed(); + trace!("multi_dot layout took: {:?}, row {}", elapsed, region.row()); + trace!("----------------------------"); + Ok(last_elem) +} diff --git a/src/circuit/ops/chip/einsum/mod.rs b/src/circuit/ops/chip/einsum/mod.rs new file mode 100644 index 00000000..8323e0ac --- /dev/null +++ b/src/circuit/ops/chip/einsum/mod.rs @@ -0,0 +1,867 @@ +use crate::circuit::base::BaseOp; +use crate::circuit::chip::einsum::analysis::{analyze_single_equation, EinsumAnalysis}; +use crate::circuit::einsum::layouts::{pairwise, sum}; +use crate::circuit::einsum::reduction_planner::Reduction; +use crate::circuit::layouts::einsum_with_base_ops; +use crate::circuit::region::RegionCtx; +use crate::circuit::{BaseConfig, CheckMode, CircuitError}; +use crate::tensor::{Tensor, TensorError, TensorType, ValTensor, ValType, VarTensor}; +use halo2_proofs::circuit::Value; +use halo2_proofs::plonk::{ + Challenge, ConstraintSystem, Constraints, Expression, FirstPhase, Selector, +}; +use halo2curves::ff::PrimeField; +use itertools::Itertools; +use layouts::{dot, multi_dot, prod}; +use std::collections::{BTreeMap, HashMap}; +use std::marker::PhantomData; + +/// +pub mod analysis; +/// +pub mod circuit_params; +mod layouts; +mod reduction_planner; + +/// The maximum number of challenges +pub const NUM_MAX_EINSUM_CHALLENGES: usize = 10; + +/// A struct representing reductions for the einsums +#[derive(Clone, Debug, Default)] +pub struct Einsums { + /// custom gate to constrain tensor contractions + contraction_gate: ContractionConfig, + /// custom gate to constrain random linear combinations used by Freivalds' argument + rlc_gates: Vec>, +} + +impl Einsums { + /// + pub fn dummy(col_size: usize, num_inner_cols: usize) -> Self { + let dummy_var = VarTensor::dummy(col_size, num_inner_cols); + let dummy_contraction_gate = ContractionConfig { + inputs: [ + [dummy_var.clone(), dummy_var.clone()], + [dummy_var.clone(), dummy_var.clone()], + ], + outputs: [dummy_var.clone(), dummy_var.clone()], + selectors: BTreeMap::default(), + _marker: PhantomData, + }; + Self { + contraction_gate: dummy_contraction_gate, + rlc_gates: (0..NUM_MAX_EINSUM_CHALLENGES) + .map(|_| RLCConfig::dummy(&dummy_var)) + .collect(), + } + } + + /// Configure the columns based on universal Einsum analysis + pub fn configure_universal( + meta: &mut ConstraintSystem, + analysis: &EinsumAnalysis, + num_inner_cols: usize, + logrows: usize, + ) -> Self { + let capacity = analysis.reduction_length; + let inputs: [VarTensor; 4] = [ + VarTensor::new_advice(meta, logrows, num_inner_cols, capacity), + VarTensor::new_advice(meta, logrows, num_inner_cols, capacity), + VarTensor::new_advice_in_second_phase(meta, logrows, num_inner_cols, capacity), + VarTensor::new_advice_in_second_phase(meta, logrows, num_inner_cols, capacity), + ]; + let outputs = [ + VarTensor::new_advice(meta, logrows, num_inner_cols, capacity), + VarTensor::new_advice_in_second_phase(meta, logrows, num_inner_cols, capacity), + ]; + let contraction_gate = ContractionConfig::new( + meta, + &[&[&inputs[0], &inputs[1]], &[&inputs[2], &inputs[3]]], + &[&outputs[0], &outputs[1]], + ); + + let mut rlc_gates = vec![]; + for _ in 0..analysis.max_num_output_axes { + let rlc_gate = + RLCConfig::new(meta, &[inputs[0].clone(), inputs[2].clone()], &outputs[1]); + rlc_gates.push(rlc_gate); + } + + Self { + contraction_gate, + rlc_gates, + } + } + + /// In dummy layout phase, calling this function will return error + pub fn challenges(&self) -> Result, CircuitError> { + self.rlc_gates + .iter() + .map(|gate| gate.challenge.ok_or(CircuitError::ChallengeNotSet)) + .collect::, _>>() + } + + /// + pub fn assign_einsum( + &self, + base_config: &BaseConfig, + region: &mut RegionCtx, + input_tensors: &[&ValTensor], + output_tensor: &ValTensor, + equation: &str, + check_mode: &CheckMode, + ) -> Result<(), CircuitError> { + region.set_num_einsum_inner_cols(self.contraction_gate.block_width()); + + let (input_exprs, _) = equation.split_once("->").unwrap(); + let input_exprs = input_exprs.split(",").collect_vec(); + assert_eq!(input_exprs.len(), input_tensors.len()); + + let mut input_tensors = input_tensors.iter().copied().cloned().collect_vec(); + let mut output_tensor = output_tensor.clone(); + + let mut input_axes_to_dim: HashMap = HashMap::new(); + input_exprs + .iter() + .zip(input_tensors.iter()) + .for_each(|(indices, tensor)| { + indices.chars().zip(tensor.dims()).for_each(|(index, dim)| { + if let std::collections::hash_map::Entry::Vacant(e) = + input_axes_to_dim.entry(index) + { + e.insert(*dim); + } + }); + }); + + let equation_analysis = analyze_single_equation(&equation, &input_axes_to_dim)?; + let equation = equation_analysis.equation; + + // Remove trivial axes from tensors + input_tensors + .iter_mut() + .map(|tensor| tensor.remove_trivial_axes()) + .collect::, TensorError>>()?; + output_tensor.remove_trivial_axes()?; + + if matches!( + equation_analysis.strategy, + analysis::EinsumStrategy::BaseOps + ) { + let _ = einsum_with_base_ops( + base_config, + region, + &input_tensors.iter().collect_vec(), + &equation, + )?; + return Ok(()); + } + + let output_shape = equation_analysis + .output_indices + .iter() + .map(|c| input_axes_to_dim.get(c).copied().unwrap()) + .collect_vec(); + let squashed_output = + self.assign_output(region, &output_tensor, output_shape, check_mode)?; + + // reorder the reduction of input tensors and reduce + let reordered_input_reductions = reduction_planner::input_reductions(&equation).unwrap(); + let mut tensors = input_tensors; + let mut reduced_input_phase = 0; + + for reduction in reordered_input_reductions.iter() { + let (input_expr, output_expr) = reduction.expression().split_once("->").unwrap(); + let input_exprs = input_expr.split(",").collect_vec(); + + let remaining_axes = output_expr.chars().collect_vec(); + let mut remaining_axes_indices = remaining_axes + .iter() + .map(|c| 0..input_axes_to_dim[c]) + .multi_cartesian_product() + .collect_vec(); + + // Dummy value to ensure the for loop runs at least once + if remaining_axes.is_empty() { + remaining_axes_indices.push(vec![]); + } + + let input_tensors = reduction + .input_indices() + .iter() + .map(|idx| tensors[*idx].clone()) + .collect_vec(); + + let mut flattened_input_tensors: Vec>> = + vec![vec![]; input_tensors.len()]; + for remaining_axes_indices in remaining_axes_indices { + // corresponds to 1 running sum of input tensors + for (i, (input_tensor, input_expr)) in + input_tensors.iter().zip(input_exprs.iter()).enumerate() + { + let mut sliced_dim = vec![]; + input_expr.chars().for_each(|axis| { + if let Some(pos) = remaining_axes.iter().position(|c| *c == axis) { + sliced_dim + .push(remaining_axes_indices[pos]..remaining_axes_indices[pos] + 1); + } else { + // common axis + sliced_dim.push(0..input_axes_to_dim[&axis]); + } + }); + let mut sliced_input_tensor = input_tensor.get_slice(&sliced_dim)?; + sliced_input_tensor.flatten(); + flattened_input_tensors[i].push(sliced_input_tensor); + } + } + let flattened_input_tensors = flattened_input_tensors + .into_iter() + .map(|tensors| { + ValTensor::from( + tensors + .into_iter() + .flat_map(|t| t.get_inner_tensor().unwrap().clone().into_iter()) + .collect_vec(), + ) + }) + .collect_vec(); + + let output_dims = output_expr + .chars() + .map(|c| input_axes_to_dim[&c]) + .collect_vec(); + + let contracted_output = match reduction { + Reduction::RLC { + axis, + input_phase, + challenge_index, + .. + } => { + assert_eq!(flattened_input_tensors.len(), 1); + let rlc_len = input_axes_to_dim[axis]; + let mut result = self.rlc_gates[*challenge_index].assign_rlc( + region, + &flattened_input_tensors[0], + region.challenges()[*challenge_index], + rlc_len, + *input_phase, + check_mode, + )?; + result.reshape(&output_dims)?; + result + } + Reduction::Contraction { + axis, input_phases, .. + } => match axis { + Some(axis) => { + let dot_product_len = input_axes_to_dim[axis]; + assign_input_contraction( + &self.contraction_gate, + region, + flattened_input_tensors, + dot_product_len, + &output_dims, + input_phases, + check_mode, + )? + } + None => { + let mut result = assign_pairwise_mult( + &self.contraction_gate, + region, + flattened_input_tensors, + input_phases, + )?; + result.reshape(&output_dims)?; + result + } + }, + }; + tensors.push(contracted_output); + reduced_input_phase = reduction.output_phase(); + } + tensors.retain(|tensor| tensor.is_singleton()); + + let scalars: ValTensor = tensors + .into_iter() + .map(|t| t.get_inner_tensor().unwrap().get_scalar()) + .collect_vec() + .into(); + let squashed_input = prod( + &self.contraction_gate, + region, + &[&scalars], + reduced_input_phase, + check_mode, + )?; + + region.constrain_equal(&squashed_input, &squashed_output) + } + + fn assign_output( + &self, + region: &mut RegionCtx, + output: &ValTensor, + output_shape: Vec, + check_mode: &CheckMode, + ) -> Result, CircuitError> { + let mut intermediate_values = output.clone(); + + let challenges = region + .challenges() + .iter() + .take(output_shape.len()) + .copied() + .collect_vec(); + + // Loop over the output axes + for (idx, (rlc_config, challenge)) in self + .rlc_gates + .iter() + .take(output_shape.len()) + .zip(challenges.iter()) + .rev() + .enumerate() + { + let rlc_len = output_shape[output_shape.len() - idx - 1]; + intermediate_values.flatten(); + let phase = if idx > 0 { 1 } else { 0 }; + intermediate_values = rlc_config.assign_rlc( + region, + &intermediate_values, + *challenge, + rlc_len, + phase, + check_mode, + )?; + } + + let phase = if challenges.len() > 0 { 1 } else { 0 }; + let output_var = self + .contraction_gate + .get_output_var([phase].as_slice().into()); + let res = region.assign_einsum(output_var, &intermediate_values)?; + region.increment_einsum_col_coord(1); + + Ok(res) + } +} + +fn assign_pairwise_mult( + config: &ContractionConfig, + region: &mut RegionCtx, + flattened_tensors: Vec>, + input_phases: &[usize], +) -> Result, CircuitError> { + assert_eq!(flattened_tensors.len(), input_phases.len()); + let (result, _) = flattened_tensors + .into_iter() + .zip(input_phases.iter().cloned()) + .reduce(|(acc, acc_phase), (input, phase)| { + ( + pairwise( + config, + region, + &[&acc, &input], + BaseOp::Mult, + &[acc_phase, phase], + ) + .unwrap(), + std::cmp::max(acc_phase, phase), + ) + }) + .unwrap(); + Ok(result) +} + +fn assign_input_contraction( + config: &ContractionConfig, + region: &mut RegionCtx, + flattened_tensors: Vec>, + dot_product_len: usize, + output_shape: &[usize], + input_phases: &[usize], + check_mode: &CheckMode, +) -> Result, CircuitError> { + assert_eq!(flattened_tensors.len(), input_phases.len()); + let num_dot_products = output_shape.iter().product(); + let mut dot_product_results = vec![]; + for chunk_idx in 0..num_dot_products { + let start = chunk_idx * dot_product_len; + let tensors: Vec<_> = flattened_tensors + .iter() + .map(|tensor| tensor.get_slice(&[start..(start + dot_product_len)])) + .collect::, TensorError>>()?; + let result = if tensors.len() == 1 { + sum(config, region, &[&tensors[0]], input_phases[0], check_mode)? + } else if tensors.len() == 2 { + dot( + config, + region, + &[&tensors[0], &tensors[1]], + &[input_phases[0], input_phases[1]], + check_mode, + )? + } else { + multi_dot( + config, + region, + tensors.iter().collect_vec().as_slice(), + input_phases, + check_mode, + )? + }; + dot_product_results.push(result.get_inner_tensor()?.get_scalar()); + } + let mut tensor = ValTensor::from(dot_product_results); + tensor.reshape(output_shape)?; + Ok(tensor) +} + +#[derive(Debug, Clone, Copy, Ord, PartialOrd, Eq, PartialEq, Hash)] +enum InputPhases { + FirstPhase, + SecondPhase, + BothFirstPhase, // [0, 0] + Mixed, // [0, 1] or [1, 0] + BothSecondPhase, // [1, 1] +} + +impl From<&[usize]> for InputPhases { + fn from(phases: &[usize]) -> Self { + match phases { + [0] => Self::FirstPhase, + [1] => Self::SecondPhase, + [0, 0] => Self::BothFirstPhase, + [0, 1] | [1, 0] => Self::Mixed, + [1, 1] => Self::BothSecondPhase, + _ => panic!("Invalid phase combination"), + } + } +} + +#[derive(Clone, Debug, Eq, Ord, PartialEq, PartialOrd)] +struct BaseOpInfo { + pub op_kind: BaseOp, + pub input_phases: InputPhases, +} + +/// `ContractionConfig` is the custom gate to constrain tensor contractions +#[derive(Clone, Debug, Default)] +struct ContractionConfig { + // [[first phase, first phase], [second phase, second phase]] + inputs: [[VarTensor; 2]; 2], + // [first phase, second phase] + outputs: [VarTensor; 2], + // (BaseOpInfo, block index, inner column index) -> selector + selectors: BTreeMap<(BaseOpInfo, usize, usize), Selector>, + _marker: PhantomData, +} + +impl ContractionConfig { + fn get_input_vars(&self, input_phases: InputPhases) -> Vec<&VarTensor> { + match input_phases { + InputPhases::FirstPhase => vec![&self.inputs[0][0]], + InputPhases::SecondPhase => vec![&self.inputs[1][0]], + InputPhases::BothFirstPhase => vec![&self.inputs[0][0], &self.inputs[0][1]], + InputPhases::Mixed => vec![&self.inputs[0][0], &self.inputs[1][0]], + InputPhases::BothSecondPhase => vec![&self.inputs[1][0], &self.inputs[1][1]], + } + } + + fn get_output_var(&self, input_phases: InputPhases) -> &VarTensor { + match input_phases { + InputPhases::FirstPhase => &self.outputs[0], + InputPhases::SecondPhase => &self.outputs[1], + InputPhases::BothFirstPhase => &self.outputs[0], + InputPhases::Mixed => &self.outputs[1], + InputPhases::BothSecondPhase => &self.outputs[1], + } + } + + fn block_width(&self) -> usize { + self.outputs[0].num_inner_cols() + } + + fn new( + meta: &mut ConstraintSystem, + inputs: &[&[&VarTensor; 2]; 2], + outputs: &[&VarTensor; 2], + ) -> Self { + let mut selectors = BTreeMap::new(); + let num_blocks = outputs[0].num_blocks(); + let block_width = outputs[0].num_inner_cols(); + for input_phases in [ + InputPhases::BothFirstPhase, + InputPhases::Mixed, + InputPhases::BothSecondPhase, + ] { + for i in 0..num_blocks { + for j in 0..block_width { + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::Mult, + input_phases, + }, + i, + j, + ), + meta.selector(), + ); + } + for i in 0..num_blocks { + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::DotInit, + input_phases, + }, + i, + 0, + ), + meta.selector(), + ); + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::Dot, + input_phases, + }, + i, + 0, + ), + meta.selector(), + ); + } + } + } + + for input_phases in [InputPhases::FirstPhase, InputPhases::SecondPhase] { + for i in 0..num_blocks { + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::SumInit, + input_phases, + }, + i, + 0, + ), + meta.selector(), + ); + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::Sum, + input_phases, + }, + i, + 0, + ), + meta.selector(), + ); + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::CumProdInit, + input_phases, + }, + i, + 0, + ), + meta.selector(), + ); + selectors.insert( + ( + BaseOpInfo { + op_kind: BaseOp::CumProd, + input_phases, + }, + i, + 0, + ), + meta.selector(), + ); + } + } + for ((base_op, block_idx, inner_col_idx), selector) in selectors.iter() { + let inputs = match base_op.input_phases { + InputPhases::FirstPhase => vec![inputs[0][0]], + InputPhases::SecondPhase => vec![inputs[1][0]], + InputPhases::BothFirstPhase => vec![inputs[0][0], inputs[0][1]], + InputPhases::Mixed => vec![inputs[0][0], inputs[1][0]], + InputPhases::BothSecondPhase => vec![inputs[1][0], inputs[1][1]], + }; + let output = match base_op.input_phases { + InputPhases::FirstPhase => outputs[0], + InputPhases::SecondPhase => outputs[1], + InputPhases::BothFirstPhase => outputs[0], + InputPhases::Mixed => outputs[1], + InputPhases::BothSecondPhase => outputs[1], + }; + assert_eq!(inputs.len(), base_op.op_kind.num_inputs()); + match base_op.op_kind { + BaseOp::Mult => { + meta.create_gate(base_op.op_kind.as_str(), |meta| { + let selector = meta.query_selector(*selector); + + let zero = Expression::::Constant(F::ZERO); + let mut qis = vec![zero; 2]; + for (q_i, input) in qis.iter_mut().zip(inputs) { + *q_i = input + .query_rng(meta, *block_idx, *inner_col_idx, 0, 1) + .expect("contraction config: input query failed")[0] + .clone() + } + // Get output expressions for each input channel + let (rotation_offset, rng) = base_op.op_kind.query_offset_rng(); + let constraints = { + let expected_output: Tensor> = output + .query_rng(meta, *block_idx, *inner_col_idx, rotation_offset, rng) + .expect("contraction config: output query failed"); + + let res = base_op.op_kind.nonaccum_f((qis[0].clone(), qis[1].clone())); + vec![expected_output[base_op.op_kind.constraint_idx()].clone() - res] + }; + Constraints::with_selector(selector, constraints) + }); + } + _ => { + meta.create_gate(base_op.op_kind.as_str(), |meta| { + let selector = meta.query_selector(*selector); + let mut qis = vec![vec![]; 2]; + for (q_i, input) in qis.iter_mut().zip(inputs) { + *q_i = input + .query_whole_block(meta, *block_idx, 0, 1) + .expect("contraction config: input query failed") + .into_iter() + .collect() + } + // Get output expressions for each input channel + let (rotation_offset, rng) = base_op.op_kind.query_offset_rng(); + let expected_output: Tensor> = output + .query_rng(meta, *block_idx, 0, rotation_offset, rng) + .expect("contraction config: output query failed"); + + let res = base_op.op_kind.accum_f( + expected_output[0].clone(), + qis[1].clone(), + qis[0].clone(), + ); + let constraints = + vec![expected_output[base_op.op_kind.constraint_idx()].clone() - res]; + + Constraints::with_selector(selector, constraints) + }); + } + } + } + + let first_phase_inputs: [VarTensor; 2] = inputs[0] + .iter() + .copied() + .cloned() + .collect_vec() + .try_into() + .unwrap(); + let second_phase_inputs: [VarTensor; 2] = inputs[1] + .iter() + .copied() + .cloned() + .collect_vec() + .try_into() + .unwrap(); + + Self { + inputs: [first_phase_inputs, second_phase_inputs], + outputs: [outputs[0].clone(), outputs[1].clone()], + selectors, + _marker: PhantomData, + } + } +} + +/// `RLCConfig` is the custom gate used for random linear combination with the specific challenge +#[derive(Clone, Debug)] +struct RLCConfig { + /// The challenge used for the random linear combination + /// Challenge is `None` in the dummy configuration + pub challenge: Option, + /// [first phase, second phase] + pub inputs: [VarTensor; 2], + pub output: VarTensor, + /// (phase of input, block index) -> (init selector, acc selector) + pub selectors: BTreeMap<(usize, usize), (Selector, Selector)>, + _marker: PhantomData, +} + +impl RLCConfig { + fn dummy(dummy_var: &VarTensor) -> Self { + let challenge = None; + let inputs = [dummy_var.clone(), dummy_var.clone()]; + let output = dummy_var.clone(); + let selectors = BTreeMap::new(); + Self { + challenge, + inputs, + output, + selectors, + _marker: PhantomData, + } + } + + fn new(meta: &mut ConstraintSystem, inputs: &[VarTensor; 2], output: &VarTensor) -> Self { + let challenge = meta.challenge_usable_after(FirstPhase); + + let mut selectors = BTreeMap::new(); + for (phase, input) in inputs.iter().enumerate() { + for block_idx in 0..input.num_blocks() { + let selector = (meta.selector(), meta.selector()); + selectors.insert((phase, block_idx), selector); + } + } + let block_width = output.num_inner_cols(); + let powers_of_challenge = (0..block_width) + .scan(Expression::Constant(F::ONE), |r_power, _| { + *r_power = r_power.clone() * challenge.expr(); + Some(r_power.clone()) + }) + .collect_vec(); + for ((phase, block_idx), (init_selector, acc_selector)) in selectors.iter() { + meta.create_gate("init", |meta| { + let selector = meta.query_selector(*init_selector); + let input_exprs = inputs[*phase] + .query_whole_block(meta, *block_idx, 0, 1) + .expect("rlc config: input query failed") + .into_iter() + .collect(); + let constraints = { + let expected_output: Tensor> = output + .query_rng(meta, *block_idx, 0, 0, 1) + .expect("rlc config: output query failed"); + + let res = BaseOp::Dot.accum_f( + Expression::Constant(F::ZERO), + powers_of_challenge.iter().cloned().rev().collect_vec(), + input_exprs, + ); + vec![expected_output[0].clone() - res] + }; + Constraints::with_selector(selector, constraints) + }); + meta.create_gate("acc", |meta| { + let selector = meta.query_selector(*acc_selector); + let input_exprs = inputs[*phase] + .query_whole_block(meta, *block_idx, 0, 1) + .expect("rlc config: input query failed") + .into_iter() + .collect(); + let constraints = { + let expected_output: Tensor> = output + .query_rng(meta, *block_idx, 0, -1, 2) + .expect("rlc config: output query failed"); + + let res = BaseOp::Dot.accum_f( + expected_output[0].clone() * powers_of_challenge.last().cloned().unwrap(), + powers_of_challenge.iter().cloned().rev().collect_vec(), + input_exprs, + ); + vec![expected_output[1].clone() - res] + }; + Constraints::with_selector(selector, constraints) + }); + } + Self { + inputs: inputs.clone(), + output: output.clone(), + selectors, + challenge: Some(challenge), + _marker: PhantomData, + } + } + + fn assign_rlc( + &self, + region: &mut RegionCtx, + flattened_input: &ValTensor, + challenge: Value, + rlc_len: usize, + phase: usize, + check_mode: &CheckMode, + ) -> Result, CircuitError> { + region.flush_einsum()?; + let block_width = self.output.num_inner_cols(); + let powers_of_challenge = (0..block_width) + .scan(Value::known(F::ONE), |challenge_power, _| { + *challenge_power = challenge_power.clone() * challenge; + Some(challenge_power.clone()) + }) + .collect_vec(); + let mut rlc_results: Vec> = vec![]; + for tensor in flattened_input.get_inner_tensor()?.chunks_exact(rlc_len) { + let running_sums = tensor + .iter() + .chunks(block_width) + .into_iter() + .scan(Value::known(F::ZERO), |state, val| { + let curr_sum: Value = val + .into_iter() + .zip(powers_of_challenge.iter().rev()) + .map(|(v, c_power)| { + c_power.and_then(|c_power| { + v.get_felt_eval() + .and_then(|v| Some(Value::known(c_power * v))) + .unwrap_or(Value::unknown()) + }) + }) + .reduce(|acc, v| acc + v) + .unwrap(); + *state = *state * powers_of_challenge.last().unwrap() + curr_sum; + Some(*state) + }) + .collect_vec(); + + let assigned_len = { + let mut input: ValTensor = tensor.iter().collect_vec().into(); + input.pad_to_zero_rem(block_width, ValType::Constant(F::ZERO))?; + let (_, len) = region + .assign_einsum_with_duplication_unconstrained(&self.inputs[phase], &input)?; + len + }; + let (assigned_output, assigned_output_len) = { + let running_sums = running_sums.into_iter().map(ValType::from).collect_vec(); + region.assign_einsum_with_duplication_constrained( + &self.output, + &running_sums.into(), + check_mode, + )? + }; + + (0..assigned_output_len) + .map(|i| { + let (block_idx, _, z) = self + .output + .cartesian_coord(region.einsum_col_coord() + i * block_width); + if z == 0 && i > 0 { + return Ok(()); + } + let selector = if i == 0 { + self.selectors + .get(&(phase, block_idx)) + .map(|(init, _)| init) + } else { + self.selectors.get(&(phase, block_idx)).map(|(_, acc)| acc) + }; + region.enable(selector, z)?; + Ok(()) + }) + .collect::, CircuitError>>()?; + rlc_results.push(assigned_output.last()?.get_inner_tensor()?.get_scalar()); + + region.increment_einsum_col_coord(assigned_len); + } + Ok(rlc_results.into()) + } +} diff --git a/src/circuit/ops/chip/einsum/reduction_planner.rs b/src/circuit/ops/chip/einsum/reduction_planner.rs new file mode 100644 index 00000000..df523c1b --- /dev/null +++ b/src/circuit/ops/chip/einsum/reduction_planner.rs @@ -0,0 +1,205 @@ +use std::{collections::BTreeSet, ops::Index}; + +use halo2curves::ff::PrimeField; +use itertools::Itertools; + +use crate::{ + circuit::CircuitError, + tensor::{TensorType, ValTensor}, +}; + +/// inj,jk->ik [inj,jk] +/// inj,i->nj => RLC [jk,nj] +/// jk,k->j => RLC [nj,j] +/// nj,j->n => Contraction [n] +/// n-> => Contraction [] +/// +/// bn,anm,bm->ba [bn,anm,bm] +/// bn,bm->bnm => Contraction [anm,bnm] +/// bnm,b->nm => RLC [anm,nm] +/// anm,a->nm => RLC [nm,nm] +/// nm,nm->m => Contraction [m] +/// m-> => Contraction [] + +#[derive(Debug)] +pub enum Reduction { + /// Random linear combination with powers of challenge along the axis + RLC { + expression: String, + axis: char, + /// Uniquely identifying index of input tensor to be reduced + input_index: TensorIndex, + /// phase of input tensor + input_phase: usize, + /// phase of output tensor + output_phase: usize, + challenge_index: usize, + }, + Contraction { + expression: String, + /// when axis is `None`, the contraction is pairwise multiplication + axis: Option, + /// Uniquely identifying indices of input tensors to be contracted + input_indices: Vec, + /// phases of input tensors + input_phases: Vec, + /// phase of output tensor + output_phase: usize, + }, +} + +#[derive(Clone, Copy, Debug)] +pub struct TensorIndex(usize); + +impl Index for Vec> { + type Output = ValTensor; + + fn index(&self, index: TensorIndex) -> &Self::Output { + &self[index.0] + } +} + +impl Reduction { + pub fn expression(&self) -> &str { + match self { + Reduction::Contraction { expression, .. } => expression, + Reduction::RLC { expression, .. } => &expression, + } + } + + pub fn input_indices(&self) -> Vec { + match self { + Reduction::Contraction { input_indices, .. } => input_indices.clone(), + Reduction::RLC { input_index, .. } => vec![*input_index], + } + } + + pub fn output_phase(&self) -> usize { + match self { + Reduction::Contraction { output_phase, .. } => *output_phase, + Reduction::RLC { output_phase, .. } => *output_phase, + } + } +} + +pub fn input_reductions(expression: &str) -> Result, CircuitError> { + let (input_exprs, output_expr) = expression.split_once("->").unwrap(); + let input_exprs: Vec<_> = input_exprs.split(",").map(|eq| eq.to_string()).collect(); + // (phase, expression) + let input_exprs: Vec<(usize, String)> = + input_exprs.into_iter().map(|expr| (0, expr)).collect_vec(); + + let mut input_tensor_counter = input_exprs.len(); + let mut input_exprs: Vec<((usize, String), TensorIndex)> = input_exprs + .into_iter() + .zip((0..input_tensor_counter).map(TensorIndex)) + .collect(); + let mut reductions: Vec = vec![]; + + // Reduce input_exprs along given axis + let mut reduce = |input_exprs: Vec<((usize, String), TensorIndex)>, + axis: char| + -> (Reduction, Vec<((usize, String), TensorIndex)>) { + let inputs = input_exprs + .iter() + .filter(|((_, eq), _)| eq.chars().contains(&axis)) + .cloned() + .collect_vec(); + let (inputs_axes, input_indices): (Vec<(usize, String)>, Vec) = + inputs.iter().cloned().unzip(); + let (input_phases, inputs_axes): (Vec, Vec) = + inputs_axes.into_iter().unzip(); + + let is_output_axis = output_expr.chars().contains(&axis); + let output: String = if is_output_axis == true && inputs.len() > 1 { + let output: BTreeSet = + inputs_axes.iter().flat_map(|input| input.chars()).collect(); + output.iter().collect() + } else { + let output: BTreeSet = inputs_axes + .iter() + .flat_map(|input| input.chars().filter(|&c| c != axis)) + .collect(); + output.iter().collect() + }; + + let reduction = if is_output_axis == true && inputs.len() == 1 { + let mut expression = inputs_axes.join(","); + expression.push_str(format!(",{axis}").as_str()); + expression.push_str("->"); + expression.push_str(&output); + Reduction::RLC { + expression, + axis, + input_index: input_indices[0], + input_phase: input_phases[0], + output_phase: 1, + challenge_index: output_expr.chars().position(|c| c == axis).unwrap(), + } + } else if is_output_axis == true { + let mut expression = inputs_axes.join(","); + let output_phase = input_phases.iter().copied().max().unwrap(); + expression.push_str("->"); + expression.push_str(&output); + Reduction::Contraction { + expression, + axis: None, + input_indices: input_indices, + input_phases, + output_phase, + } + } else { + let mut expression = inputs_axes.join(","); + let output_phase = input_phases.iter().copied().max().unwrap(); + expression.push_str("->"); + expression.push_str(&output); + Reduction::Contraction { + expression, + axis: Some(axis), + input_indices: input_indices, + input_phases, + output_phase, + } + }; + + // Mutate input_exprs + let mut input_exprs = input_exprs.clone(); + input_exprs.retain(|((_, input_eq), _)| !inputs_axes.contains(input_eq)); + input_exprs.push(( + (reduction.output_phase(), output.clone()), + TensorIndex(input_tensor_counter), + )); + input_tensor_counter += 1; + + (reduction, input_exprs) + }; + + let mut output_axes = output_expr.chars().collect_vec(); + while let Some(axis) = output_axes.first().cloned() { + let num_inputs = input_exprs + .iter() + .filter(|((_, eq), _)| eq.chars().contains(&axis)) + .count(); + if num_inputs == 0 { + output_axes.remove(0); + } else { + let (reduction, new_input_exprs) = reduce(input_exprs, axis); + reductions.push(reduction); + input_exprs = new_input_exprs; + } + } + + // These are not output axes and were not contracted with random vectors + let remaining_axes: BTreeSet<_> = input_exprs + .iter() + .flat_map(|((_, eq), _)| eq.chars()) + .collect(); + + for axis in remaining_axes.iter() { + let (reduction, new_input_exprs) = reduce(input_exprs, *axis); + reductions.push(reduction); + input_exprs = new_input_exprs; + } + + Ok(reductions) +} diff --git a/src/circuit/ops/errors.rs b/src/circuit/ops/errors.rs index 551a89dc..f50ad6a8 100644 --- a/src/circuit/ops/errors.rs +++ b/src/circuit/ops/errors.rs @@ -46,6 +46,9 @@ pub enum CircuitError { /// Failed to get shuffle #[error("failed to get shuffle for op: {0}")] GetShuffleError(String), + /// Failed to get einsum + #[error("failed to get einsum for op: {0}")] + GetEinsumError(String), /// Failed to get constants #[error("failed to get constants for op: {0}")] GetConstantsError(String), @@ -61,6 +64,9 @@ pub enum CircuitError { /// Missing product in einsum #[error("missing product in einsum")] MissingEinsumProduct, + /// Missing config in einsum + #[error("missing config in einsum")] + MissingEinsumConfig, /// Mismatched lookup length #[error("mismatched lookup lengths: {0} and {1}")] MismatchedLookupLength(usize, usize), @@ -109,4 +115,7 @@ pub enum CircuitError { /// A decomposition base overflowed #[error("decomposition base overflowed")] DecompositionBaseOverflow, + /// Challenge not set + #[error("challenge not set")] + ChallengeNotSet, } diff --git a/src/circuit/ops/layouts.rs b/src/circuit/ops/layouts.rs index 86091a4f..efd7c1bb 100644 --- a/src/circuit/ops/layouts.rs +++ b/src/circuit/ops/layouts.rs @@ -22,9 +22,8 @@ use crate::{ tensor::{ create_unit_tensor, get_broadcasted_shape, ops::{accumulated, add, mult, sub}, - Tensor, TensorError, ValType, + DataFormat, KernelFormat, Tensor, TensorError, ValType, }, - tensor::{DataFormat, KernelFormat}, }; use super::*; @@ -823,14 +822,73 @@ pub fn dot( /// let result = einsum::(&dummy_config, &mut dummy_region, &[&x, &k], "mk,n->ma").unwrap(); /// let expected = Tensor::::new(Some(&[1773]), &[1, 1]).unwrap(); /// assert_eq!(result.int_evals().unwrap(), expected); -/// /// ``` -/// pub fn einsum( config: &BaseConfig, region: &mut RegionCtx, inputs: &[&ValTensor], equation: &str, +) -> Result, CircuitError> { + let mut eq = equation.split("->"); + let inputs_eq = eq.next().ok_or(CircuitError::InvalidEinsum)?; + let inputs_eq = inputs_eq.split(',').collect::>(); + + // Check that the number of inputs matches the number of inputs in the equation + if inputs.len() != inputs_eq.len() { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + + let mut indices_to_size = HashMap::new(); + for (i, input) in inputs.iter().enumerate() { + for j in 0..inputs_eq[i].len() { + let c = inputs_eq[i] + .chars() + .nth(j) + .ok_or(CircuitError::InvalidEinsum)?; + if let std::collections::hash_map::Entry::Vacant(e) = indices_to_size.entry(c) { + e.insert(input.dims()[j]); + } else if indices_to_size[&c] != input.dims()[j] { + return Err(TensorError::DimMismatch("einsum".to_string()).into()); + } + } + } + + // Track the einsum equation + region.add_used_einsum_equation(equation.to_string(), &indices_to_size)?; + + if config.einsums.is_none() { + return einsum_with_base_ops(config, region, inputs, equation); + } + + let input_values = inputs + .iter() + .map(|t| t.get_inner()) + .collect::, TensorError>>()?; + let (output_tensor, _) = + crate::tensor::ops::accumulated::einsum(equation, &input_values.iter().collect_vec())?; + + config.einsums.as_ref().unwrap().assign_einsum( + config, + region, + inputs, + &output_tensor.clone().into(), + equation, + &config.check_mode, + )?; + + let output: ValTensor = output_tensor.into(); + + region.increment_einsum_index(1); + + Ok(output) +} + +/// einsum with base ops +pub fn einsum_with_base_ops( + config: &BaseConfig, + region: &mut RegionCtx, + inputs: &[&ValTensor], + equation: &str, ) -> Result, CircuitError> { let mut equation = equation.split("->"); let inputs_eq = equation.next().ok_or(CircuitError::InvalidEinsum)?; @@ -1036,6 +1094,8 @@ pub fn einsum( let output: ValTensor = output.into(); + region.increment_einsum_index(1); + Ok(output) } diff --git a/src/circuit/ops/region.rs b/src/circuit/ops/region.rs index ca968582..1b989ec3 100644 --- a/src/circuit/ops/region.rs +++ b/src/circuit/ops/region.rs @@ -1,12 +1,12 @@ use crate::{ - circuit::table::Range, + circuit::{einsum::NUM_MAX_EINSUM_CHALLENGES, table::Range}, fieldutils::IntegerRep, tensor::{Tensor, TensorType, ValTensor, ValType, VarTensor}, }; #[cfg(all(feature = "ezkl", not(target_arch = "wasm32")))] use colored::Colorize; use halo2_proofs::{ - circuit::Region, + circuit::{Region, Value}, plonk::{Error, Selector}, }; use halo2curves::ff::PrimeField; @@ -85,6 +85,45 @@ impl ShuffleIndex { } } +/// Einsum index +#[derive(Clone, Debug, Default)] +pub struct EinsumIndex { + index: usize, + col_coord: usize, + // (einsum equation, input axes to dimensions map) + equations: Vec<(String, HashMap)>, + num_inner_cols: usize, +} + +impl EinsumIndex { + /// Create a new einsum index + pub fn new(index: usize, col_coord: usize, num_inner_cols: usize) -> EinsumIndex { + EinsumIndex { + index, + col_coord, + equations: Vec::new(), + num_inner_cols, + } + } + + /// Get the einsum index + pub fn index(&self) -> usize { + self.index + } + + /// Get the column coord + pub fn col_coord(&self) -> usize { + self.col_coord + } + + /// update with another einsum index + pub fn update(&mut self, other: &EinsumIndex) { + self.index += other.index; + self.col_coord += other.col_coord; + self.equations.extend(other.equations.clone()); + } +} + #[derive(Debug, Clone)] /// Some settings for a region to differentiate it across the different phases of proof generation pub struct RegionSettings { @@ -176,9 +215,11 @@ pub struct RegionCtx<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Ha num_inner_cols: usize, dynamic_lookup_index: DynamicLookupIndex, shuffle_index: ShuffleIndex, + einsum_index: EinsumIndex, statistics: RegionStatistics, settings: RegionSettings, assigned_constants: ConstantsMap, + challenges: Vec>, max_dynamic_input_len: usize, } @@ -250,6 +291,16 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a self.shuffle_index.col_coord += n; } + /// increment the einsum index + pub fn increment_einsum_index(&mut self, n: usize) { + self.einsum_index.index += n; + } + + /// increment the einsum column coordinate + pub fn increment_einsum_col_coord(&mut self, n: usize) { + self.einsum_index.col_coord += n; + } + /// pub fn witness_gen(&self) -> bool { self.settings.witness_gen @@ -265,6 +316,11 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a &self.statistics } + /// + pub fn challenges(&self) -> &[Value] { + &self.challenges + } + /// Create a new region context pub fn new( region: Region<'a, F>, @@ -283,9 +339,11 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a linear_coord, dynamic_lookup_index: DynamicLookupIndex::default(), shuffle_index: ShuffleIndex::default(), + einsum_index: EinsumIndex::default(), statistics: RegionStatistics::default(), settings: RegionSettings::all_true(decomp_base, decomp_legs), assigned_constants: HashMap::new(), + challenges: vec![], max_dynamic_input_len: 0, } } @@ -304,6 +362,20 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a new_self } + /// Create a new region context with challenges + pub fn new_with_challenges( + region: Region<'a, F>, + row: usize, + num_inner_cols: usize, + decomp_base: usize, + decomp_legs: usize, + challenges: Vec>, + ) -> RegionCtx<'a, F> { + let mut new_self = Self::new(region, row, num_inner_cols, decomp_base, decomp_legs); + new_self.challenges = challenges; + new_self + } + /// Create a new region context pub fn new_dummy( row: usize, @@ -320,9 +392,11 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a row, dynamic_lookup_index: DynamicLookupIndex::default(), shuffle_index: ShuffleIndex::default(), + einsum_index: EinsumIndex::default(), statistics: RegionStatistics::default(), settings, assigned_constants: HashMap::new(), + challenges: vec![Value::unknown(); NUM_MAX_EINSUM_CHALLENGES], max_dynamic_input_len: 0, } } @@ -333,6 +407,7 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a linear_coord: usize, num_inner_cols: usize, settings: RegionSettings, + challenges: Vec>, ) -> RegionCtx<'a, F> { let region = None; RegionCtx { @@ -342,9 +417,11 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a row, dynamic_lookup_index: DynamicLookupIndex::default(), shuffle_index: ShuffleIndex::default(), + einsum_index: EinsumIndex::default(), statistics: RegionStatistics::default(), settings, assigned_constants: HashMap::new(), + challenges, max_dynamic_input_len: 0, } } @@ -398,6 +475,7 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a let statistics = Arc::new(Mutex::new(self.statistics.clone())); let shuffle_index = Arc::new(Mutex::new(self.shuffle_index.clone())); let dynamic_lookup_index = Arc::new(Mutex::new(self.dynamic_lookup_index.clone())); + let einsum_index = Arc::new(Mutex::new(self.einsum_index.clone())); let constants = Arc::new(Mutex::new(self.assigned_constants.clone())); *output = output.par_enum_map(|idx, _| { @@ -412,6 +490,7 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a starting_linear_coord, self.num_inner_cols, self.settings.clone(), + self.challenges.clone(), ); let res = inner_loop_function(idx, &mut local_reg); // we update the offset and constants @@ -430,6 +509,9 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a // update the shuffle index let mut shuffle_index = shuffle_index.lock().unwrap(); shuffle_index.update(&local_reg.shuffle_index); + // update the einsum index + let mut einsum_index = einsum_index.lock().unwrap(); + einsum_index.update(&local_reg.einsum_index); // update the constants let mut constants = constants.lock().unwrap(); constants.extend(local_reg.assigned_constants); @@ -450,6 +532,10 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a .map_err(|e| CircuitError::GetShuffleError(format!("{:?}", e)))? .into_inner() .map_err(|e| CircuitError::GetShuffleError(format!("{:?}", e)))?; + self.einsum_index = Arc::try_unwrap(einsum_index) + .map_err(|e| CircuitError::GetEinsumError(format!("{:?}", e)))? + .into_inner() + .map_err(|e| CircuitError::GetEinsumError(format!("{:?}", e)))?; self.assigned_constants = Arc::try_unwrap(constants) .map_err(|e| CircuitError::GetConstantsError(format!("{:?}", e)))? .into_inner() @@ -516,6 +602,18 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a self.update_max_min_lookup_range(range) } + /// add used einsum equation + pub fn add_used_einsum_equation( + &mut self, + equation: String, + input_axes_to_dims: &HashMap, + ) -> Result<(), CircuitError> { + self.einsum_index + .equations + .push((equation, input_axes_to_dims.clone())); + Ok(()) + } + /// Get the offset pub fn row(&self) -> usize { self.row @@ -551,6 +649,31 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a self.shuffle_index.col_coord } + /// einsum index + pub fn einsum_index(&self) -> usize { + self.einsum_index.index + } + + /// einsum column coordinate + pub fn einsum_col_coord(&self) -> usize { + self.einsum_index.col_coord + } + + /// get used einsum equations + pub fn used_einsum_equations(&self) -> Vec<(String, HashMap)> { + self.einsum_index.equations.clone() + } + + /// set the number of inner columns used in einsum custom gate + pub fn set_num_einsum_inner_cols(&mut self, num_inner_cols: usize) { + self.einsum_index.num_inner_cols = num_inner_cols; + } + + /// number of inner columns used in einsum custom gate + pub fn num_einsum_inner_cols(&self) -> usize { + self.einsum_index.num_inner_cols + } + /// get used lookups pub fn used_lookups(&self) -> HashSet { self.statistics.used_lookups.clone() @@ -640,6 +763,28 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a self.assign_dynamic_lookup(var, values) } + /// Assign a valtensor to a vartensor in einsum area + pub fn assign_einsum( + &mut self, + var: &VarTensor, + values: &ValTensor, + ) -> Result, CircuitError> { + if let Some(region) = &self.region { + Ok(var.assign( + &mut region.borrow_mut(), + self.einsum_col_coord(), + values, + &mut self.assigned_constants, + )?) + } else { + if !values.is_instance() { + let values_map = values.create_constants_map_iterator(); + self.assigned_constants.par_extend(values_map); + } + Ok(values.clone()) + } + } + /// Assign a valtensor to a vartensor with duplication pub fn assign_with_duplication_unconstrained( &mut self, @@ -697,6 +842,63 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a } } + /// Assign a valtensor to a vartensor with duplication + pub fn assign_einsum_with_duplication_unconstrained( + &mut self, + var: &VarTensor, + values: &ValTensor, + ) -> Result<(ValTensor, usize), Error> { + if let Some(region) = &self.region { + // duplicates every nth element to adjust for column overflow + let (res, len) = var.assign_with_duplication_unconstrained( + &mut region.borrow_mut(), + self.einsum_col_coord(), + values, + &mut self.assigned_constants, + )?; + Ok((res, len)) + } else { + let (_, len) = var.dummy_assign_with_duplication( + self.row, + self.einsum_col_coord(), + values, + false, + &mut self.assigned_constants, + )?; + Ok((values.clone(), len)) + } + } + + /// Assign a valtensor to a vartensor with duplication + pub fn assign_einsum_with_duplication_constrained( + &mut self, + var: &VarTensor, + values: &ValTensor, + check_mode: &crate::circuit::CheckMode, + ) -> Result<(ValTensor, usize), Error> { + if let Some(region) = &self.region { + // duplicates every nth element to adjust for column overflow + let (res, len) = var.assign_with_duplication_constrained( + &mut region.borrow_mut(), + self.row, + self.einsum_col_coord(), + values, + check_mode, + &mut self.assigned_constants, + )?; + Ok((res, len)) + } else { + let (_, len) = var.dummy_assign_with_duplication( + self.row, + self.einsum_col_coord(), + values, + true, + &mut self.assigned_constants, + )?; + Ok((values.clone(), len)) + } + } + /// Enable a selector pub fn enable(&mut self, selector: Option<&Selector>, offset: usize) -> Result<(), Error> { match &self.region { @@ -763,4 +965,19 @@ impl<'a, F: PrimeField + TensorType + PartialOrd + std::hash::Hash> RegionCtx<'a } Ok(()) } + + /// flush row to the next row in einsum area + pub fn flush_einsum(&mut self) -> Result<(), CircuitError> { + // increment by the difference between the current linear coord and the next row + let num_einsum_inner_cols = self.num_einsum_inner_cols(); + let remainder = self.einsum_col_coord() % num_einsum_inner_cols; + if remainder != 0 { + let diff = num_einsum_inner_cols - remainder; + self.increment_einsum_col_coord(diff); + } + if self.einsum_col_coord() % num_einsum_inner_cols != 0 { + return Err(CircuitError::FlushError); + } + Ok(()) + } } diff --git a/src/execute.rs b/src/execute.rs index 3bb6a9b4..e6887382 100644 --- a/src/execute.rs +++ b/src/execute.rs @@ -1290,6 +1290,7 @@ pub(crate) fn calibrate( total_const_size: new_settings.total_const_size, dynamic_lookup_params: new_settings.dynamic_lookup_params, shuffle_params: new_settings.shuffle_params, + einsum_params: new_settings.einsum_params, ..settings.clone() }; diff --git a/src/graph/mod.rs b/src/graph/mod.rs index 231af48d..5e7e3a41 100644 --- a/src/graph/mod.rs +++ b/src/graph/mod.rs @@ -64,6 +64,7 @@ use pyo3::types::PyDictMethods; use pyo3::IntoPyObject; use serde::{Deserialize, Serialize}; +use std::collections::HashMap; use std::ops::Deref; pub use utilities::*; pub use vars::*; @@ -438,6 +439,15 @@ pub struct ShuffleParams { pub total_shuffle_col_size: usize, } +#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Default)] +/// Parameters for einsum operations +pub struct EinsumParams { + /// einsum equations + pub equations: Vec<(String, HashMap)>, + /// total einsum column size + pub total_einsum_col_size: usize, +} + /// model parameters #[derive(Clone, Debug, Default, PartialEq)] pub struct GraphSettings { @@ -453,6 +463,8 @@ pub struct GraphSettings { pub dynamic_lookup_params: DynamicLookupParams, /// shuffle parameters, flattened for backwards compatibility pub shuffle_params: ShuffleParams, + /// einsum parameters + pub einsum_params: EinsumParams, /// the shape of public inputs to the model (in order of appearance) pub model_instance_shapes: Vec>, /// model output scales @@ -487,7 +499,7 @@ impl Serialize for GraphSettings { if serializer.is_human_readable() { // JSON format - use flattened fields for backwards compatibility use serde::ser::SerializeStruct; - let mut state = serializer.serialize_struct("GraphSettings", 21)?; + let mut state = serializer.serialize_struct("GraphSettings", 22)?; state.serialize_field("run_args", &self.run_args)?; state.serialize_field("num_rows", &self.num_rows)?; state.serialize_field("total_assignments", &self.total_assignments)?; @@ -514,6 +526,9 @@ impl Serialize for GraphSettings { &self.shuffle_params.total_shuffle_col_size, )?; + // Serialize EinsumParams + state.serialize_field("einsum_params", &self.einsum_params)?; + state.serialize_field("model_instance_shapes", &self.model_instance_shapes)?; state.serialize_field("model_output_scales", &self.model_output_scales)?; state.serialize_field("model_input_scales", &self.model_input_scales)?; @@ -530,13 +545,14 @@ impl Serialize for GraphSettings { } else { // Binary format (bincode) - use nested struct format use serde::ser::SerializeTuple; - let mut state = serializer.serialize_tuple(18)?; + let mut state = serializer.serialize_tuple(19)?; state.serialize_element(&self.run_args)?; state.serialize_element(&self.num_rows)?; state.serialize_element(&self.total_assignments)?; state.serialize_element(&self.total_const_size)?; state.serialize_element(&self.dynamic_lookup_params)?; state.serialize_element(&self.shuffle_params)?; + state.serialize_element(&self.einsum_params)?; state.serialize_element(&self.model_instance_shapes)?; state.serialize_element(&self.model_output_scales)?; state.serialize_element(&self.model_input_scales)?; @@ -576,6 +592,8 @@ impl<'de> Deserialize<'de> for GraphSettings { // Flattened ShuffleParams fields NumShuffles, TotalShuffleColSize, + // EinsumParams field + EinsumParams, ModelInstanceShapes, ModelOutputScales, ModelInputScales, @@ -615,6 +633,7 @@ impl<'de> Deserialize<'de> for GraphSettings { let mut num_dynamic_lookups = None; let mut num_shuffles = None; let mut total_shuffle_col_size = None; + let mut einsum_params = None; let mut model_instance_shapes = None; let mut model_output_scales = None; let mut model_input_scales = None; @@ -684,6 +703,12 @@ impl<'de> Deserialize<'de> for GraphSettings { } total_shuffle_col_size = Some(map.next_value()?); } + Field::EinsumParams => { + if einsum_params.is_some() { + return Err(de::Error::duplicate_field("einsum_params")); + } + einsum_params = Some(map.next_value()?); + } Field::ModelInstanceShapes => { if model_instance_shapes.is_some() { return Err(de::Error::duplicate_field("model_instance_shapes")); @@ -822,6 +847,7 @@ impl<'de> Deserialize<'de> for GraphSettings { total_const_size, dynamic_lookup_params, shuffle_params, + einsum_params: einsum_params.unwrap_or_default(), model_instance_shapes, model_output_scales, model_input_scales, @@ -862,42 +888,45 @@ impl<'de> Deserialize<'de> for GraphSettings { let shuffle_params = seq .next_element()? .ok_or_else(|| Error::invalid_length(5, &self))?; - let model_instance_shapes = seq + let einsum_params = seq .next_element()? .ok_or_else(|| Error::invalid_length(6, &self))?; - let model_output_scales = seq + let model_instance_shapes = seq .next_element()? .ok_or_else(|| Error::invalid_length(7, &self))?; - let model_input_scales = seq + let model_output_scales = seq .next_element()? .ok_or_else(|| Error::invalid_length(8, &self))?; - let module_sizes = seq + let model_input_scales = seq .next_element()? .ok_or_else(|| Error::invalid_length(9, &self))?; - let required_lookups = seq + let module_sizes = seq .next_element()? .ok_or_else(|| Error::invalid_length(10, &self))?; - let required_range_checks = seq + let required_lookups = seq .next_element()? .ok_or_else(|| Error::invalid_length(11, &self))?; - let check_mode = seq + let required_range_checks = seq .next_element()? .ok_or_else(|| Error::invalid_length(12, &self))?; - let version = seq + let check_mode = seq .next_element()? .ok_or_else(|| Error::invalid_length(13, &self))?; - let num_blinding_factors = seq + let version = seq .next_element()? .ok_or_else(|| Error::invalid_length(14, &self))?; - let timestamp = seq + let num_blinding_factors = seq .next_element()? .ok_or_else(|| Error::invalid_length(15, &self))?; - let input_types = seq + let timestamp = seq .next_element()? .ok_or_else(|| Error::invalid_length(16, &self))?; - let output_types = seq + let input_types = seq .next_element()? .ok_or_else(|| Error::invalid_length(17, &self))?; + let output_types = seq + .next_element()? + .ok_or_else(|| Error::invalid_length(18, &self))?; Ok(GraphSettings { run_args, @@ -906,6 +935,7 @@ impl<'de> Deserialize<'de> for GraphSettings { total_const_size, dynamic_lookup_params, shuffle_params, + einsum_params, model_instance_shapes, model_output_scales, model_input_scales, @@ -935,6 +965,7 @@ impl<'de> Deserialize<'de> for GraphSettings { "num_dynamic_lookups", "num_shuffles", "total_shuffle_col_size", + "einsum_params", "model_instance_shapes", "model_output_scales", "model_input_scales", @@ -953,7 +984,7 @@ impl<'de> Deserialize<'de> for GraphSettings { deserializer.deserialize_struct("GraphSettings", FIELDS, GraphSettingsVisitor) } else { // Binary format (bincode) - use tuple deserialization - deserializer.deserialize_tuple(18, GraphSettingsVisitor) + deserializer.deserialize_tuple(19, GraphSettingsVisitor) } } } @@ -1038,6 +1069,13 @@ impl GraphSettings { .ceil() as u32 } + /// Calculates the logrows for einsum computation area in which there is no column overflow + pub fn einsum_logrows(&self) -> u32 { + (self.einsum_params.total_einsum_col_size as f64 / self.run_args.num_inner_cols as f64) + .log2() + .ceil() as u32 + } + /// calculate the total number of instances pub fn total_instances(&self) -> Vec { let mut instances: Vec = self.module_sizes.num_instances(); @@ -1593,10 +1631,11 @@ impl GraphCircuit { let model_constraint_logrows = self.settings().model_constraint_logrows_with_blinding(); let min_bits = self.table_size_logrows(safe_lookup_range, max_range_size)?; let constants_logrows = self.settings().constants_logrows(); + let einsum_logrows = self.settings().einsum_logrows(); max_logrows = std::cmp::min( max_logrows, // max of the model constraint logrows, min_bits, and the constants logrows is the upper limit - *[model_constraint_logrows, min_bits, constants_logrows] + *[model_constraint_logrows, min_bits, constants_logrows, einsum_logrows] .iter() .max() .unwrap(), @@ -2180,6 +2219,7 @@ pub mod tests { num_shuffles: 3, total_shuffle_col_size: 256, }, + einsum_params: EinsumParams::default(), model_instance_shapes: vec![vec![1, 2, 3]], model_output_scales: vec![], model_input_scales: vec![], @@ -2254,7 +2294,8 @@ pub mod tests { "decomp_base": 128, "decomp_legs": 2, "bounded_log_lookup": false, - "ignore_range_check_inputs_outputs": false + "ignore_range_check_inputs_outputs": false, + "disable_freivalds": false }, "num_rows": 236, "total_assignments": 472, diff --git a/src/graph/model.rs b/src/graph/model.rs index cac5156c..337749d7 100644 --- a/src/graph/model.rs +++ b/src/graph/model.rs @@ -3,6 +3,7 @@ use super::extract_const_quantized_values; use super::node::*; use super::vars::*; use super::GraphSettings; +use crate::circuit::einsum::analysis::analyze_einsum_usage; use crate::circuit::hybrid::HybridOp; use crate::circuit::region::ConstantsMap; use crate::circuit::region::RegionCtx; @@ -37,7 +38,6 @@ use log::{debug, info, trace}; use serde::Deserialize; use serde::Serialize; use std::collections::BTreeMap; -#[cfg(all(feature = "ezkl", not(target_arch = "wasm32")))] use std::collections::HashMap; use std::collections::HashSet; use std::fs; @@ -106,6 +106,8 @@ pub struct DummyPassRes { pub dynamic_lookup_params: DynamicLookupParams, /// shuffle parameters pub shuffle_params: ShuffleParams, + /// einsum parameters + pub einsum_params: crate::graph::EinsumParams, /// num shuffles pub num_shuffles: usize, /// shuffle @@ -592,6 +594,7 @@ impl Model { output_types: Some(self.get_output_types()), dynamic_lookup_params: res.dynamic_lookup_params, shuffle_params: res.shuffle_params, + einsum_params: res.einsum_params, total_const_size: res.total_const_size, check_mode, version: env!("CARGO_PKG_VERSION").to_string(), @@ -1047,6 +1050,7 @@ impl Model { let lookup_range = settings.run_args.lookup_range; let logrows = settings.run_args.logrows as usize; + let num_inner_cols = settings.run_args.num_inner_cols; let required_lookups = settings.required_lookups.clone(); let required_range_checks = settings.required_range_checks.clone(); @@ -1095,6 +1099,24 @@ impl Model { )?; } + // Configures the circuit to use Freivalds' argument + // In the dummy phase, Freivalds' is configured as a default (unless `disable-freivalds` is not enabled), + // but if einsum coordinate is 0, it means that all the einsum layouts are dispatched to use only base operations. + if settings.einsum_params.total_einsum_col_size > 0 { + debug!("configuring einsums..."); + let used_einsums: HashMap<(usize, String), HashMap> = settings + .einsum_params + .equations + .iter() + .enumerate() + .map(|(idx, (equation, indices_to_dims))| { + ((idx, equation.clone()), indices_to_dims.clone()) + }) + .collect(); + let analysis = analyze_einsum_usage(&used_einsums)?; + base_gate.configure_einsums(meta, &analysis, num_inner_cols, logrows)?; + } + Ok(base_gate) } @@ -1147,17 +1169,30 @@ impl Model { let original_constants = constants.clone(); + let challenges = { + if let Some(einsum_config) = &config.base.einsums { + einsum_config + .challenges()? + .iter() + .map(|c| layouter.get_challenge(*c)) + .collect_vec() + } else { + vec![] + } + }; + let outputs = layouter.assign_region( || "model", |region| { - let mut thread_safe_region = RegionCtx::new_with_constants( + let mut thread_safe_region = RegionCtx::new_with_challenges( region, 0, run_args.num_inner_cols, run_args.decomp_base, run_args.decomp_legs, - original_constants.clone(), + challenges.clone(), ); + thread_safe_region.update_constants(original_constants.clone()); // we need to do this as this loop is called multiple times vars.set_instance_idx(instance_idx); @@ -1459,8 +1494,16 @@ impl Model { results.insert(*input_idx, vec![inputs[i].clone()]); } - let mut dummy_config = - PolyConfig::dummy(run_args.logrows as usize, run_args.num_inner_cols); + let mut dummy_config = { + if run_args.disable_freivalds { + PolyConfig::dummy_without_freivalds( + run_args.logrows as usize, + run_args.num_inner_cols, + ) + } else { + PolyConfig::dummy(run_args.logrows as usize, run_args.num_inner_cols) + } + }; let mut model_config = ModelConfig { base: dummy_config.clone(), vars: ModelVars::new_dummy(), @@ -1529,6 +1572,10 @@ impl Model { num_shuffles: region.shuffle_index(), total_shuffle_col_size: region.shuffle_col_coord(), }, + einsum_params: crate::graph::EinsumParams { + equations: region.used_einsum_equations(), + total_einsum_col_size: region.einsum_col_coord(), + }, total_const_size: region.total_constants(), lookup_ops: region.used_lookups(), range_checks: region.used_range_checks(), diff --git a/src/lib.rs b/src/lib.rs index 2ac80347..4e5f79f0 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -363,6 +363,13 @@ pub struct RunArgs { /// Optional override for epsilon value #[cfg_attr(all(feature = "ezkl", not(target_arch = "wasm32")), arg(long))] pub epsilon: Option, + /// Forcefully disable using Freivalds' argument in einsum operations + /// Freivalds' argument can make verifier bigger, so this option is useful when + /// the verifier size is a concern + /// Without this option the circuit layouter will always try to use Freivalds' argument + /// when it is good to do so + #[cfg_attr(all(feature = "ezkl", not(target_arch = "wasm32")), arg(long))] + pub disable_freivalds: bool, } impl RunArgs { @@ -398,6 +405,7 @@ impl Default for RunArgs { decomp_legs: 2, ignore_range_check_inputs_outputs: false, epsilon: None, + disable_freivalds: false, } } } diff --git a/src/tensor/mod.rs b/src/tensor/mod.rs index 1de5db92..abbaba8d 100644 --- a/src/tensor/mod.rs +++ b/src/tensor/mod.rs @@ -480,6 +480,13 @@ impl Tensor { self[index].clone() } + /// Extracts a single value from the tensor + pub fn get_scalar(&self) -> T { + assert!(self.inner.len() == 1); + assert!(self.dims.iter().all(|dim| *dim == 1)); + self.inner[0].clone() + } + /// Get a mutable array index from rows / columns indices. /// /// ``` @@ -901,6 +908,22 @@ impl Tensor { Ok(()) } + /// remove axes that have dimensions 1 + /// ``` + /// use ezkl::tensor::Tensor; + /// use ezkl::fieldutils::IntegerRep; + /// let mut a = Tensor::::new(Some(&[1, 2, 3, 4, 5, 6]), &[3, 1, 2]).unwrap(); + /// let mut expected = Tensor::::new(Some(&[1, 2, 3, 4, 5, 6]), &[3, 2]).unwrap(); + /// let b = a.remove_trivial_axes().unwrap(); + /// assert_eq!(b, expected); + /// ``` + pub fn remove_trivial_axes(&self) -> Result { + let mut result = self.clone(); + let new_dims: Vec<_> = self.dims.iter().copied().filter(|dim| *dim > 1).collect(); + result.reshape(&new_dims)?; + Ok(result) + } + /// Move axis of the tensor /// ``` /// use ezkl::tensor::Tensor; diff --git a/src/tensor/ops.rs b/src/tensor/ops.rs index 92d3911c..cbca3c3a 100644 --- a/src/tensor/ops.rs +++ b/src/tensor/ops.rs @@ -5,6 +5,7 @@ use crate::{ }; use itertools::Itertools; use maybe_rayon::{iter::ParallelIterator, prelude::IntoParallelRefIterator}; +use std::collections::{HashMap, HashSet}; pub use std::ops::{Add, Mul, Neg, Sub}; #[derive(Debug, Clone, PartialEq, thiserror::Error)] @@ -2396,6 +2397,8 @@ pub mod nonlinearities { /// Ops that return the transcript i.e intermediate calcs of an op pub mod accumulated { + use maybe_rayon::iter::{IndexedParallelIterator, IntoParallelRefMutIterator}; + use super::*; /// Dot product of two tensors. @@ -2523,4 +2526,327 @@ pub mod accumulated { Ok(transcript) } + + #[inline] + fn row_major_strides(dims: &[usize]) -> Vec { + let mut s = vec![0; dims.len()]; + let mut acc = 1; + for (i, &d) in dims.iter().enumerate().rev() { + s[i] = acc; + acc *= d; + } + s + } + + /// # Examples + /// ``` + /// use ezkl::tensor::Tensor; + /// use ezkl::fieldutils::IntegerRep; + /// use ezkl::tensor::ops::accumulated::einsum; + /// + /// // matmul case + /// let x = Tensor::::new( + /// Some(&[2, 1, 2, 1, 1, 1]), + /// &[2, 3], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[2, 3, 2, 1, 1, 1]), + /// &[3, 2], + /// ).unwrap(); + /// let (result, _) = einsum::("ij,jk->ik", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[8, 9, 5, 5]), &[2, 2]).unwrap(); + /// assert_eq!(result, expected); + /// + /// // element wise multiplication + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[1, 2, 3, 1, 2, 3, 1, 2, 3]), + /// &[3, 3], + /// ).unwrap(); + /// let (result, _) = einsum::("ij,ij->ij", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[1, 4, 9, 2, 6, 12, 3, 8, 15]), &[3, 3]).unwrap(); + /// assert_eq!(result, expected); + /// + /// + /// // dot product of A with the transpose of B. + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[1, 2, 3, 1, 2, 3, 1, 2, 3]), + /// &[3, 3], + /// ).unwrap(); + /// let (result, _) = einsum::("ik,jk->ij", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[14, 14, 14, 20, 20, 20, 26, 26, 26]), &[3, 3]).unwrap(); + /// assert_eq!(result, expected); + /// + /// // dot product + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[1, 2, 3, 1, 2, 3, 1, 2, 3]), + /// &[3, 3], + /// ).unwrap(); + /// let (result, _) = einsum::("ik,ik->i", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[14, 20, 26]), &[3]).unwrap(); + /// assert_eq!(result, expected); + /// + /// + /// // dot product + /// let x = Tensor::::new( + /// Some(&[1, 2, 3]), + /// &[3], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[1, 2, 3]), + /// &[3], + /// ).unwrap(); + /// let (result, _) = einsum::("i,i->", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[14]), &[1]).unwrap(); + /// assert_eq!(result, expected); + /// + /// + /// // wut ? + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5, 1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3, 2], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[4, 5, 7, 8]), + /// &[2, 2], + /// ).unwrap(); + /// let (result, _) = einsum::("anm,bm->ba", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[68, 80, 95, 113, 134, 158]), &[2, 3]).unwrap(); + /// assert_eq!(result, expected); + /// + /// // wutttttt ? + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5, 1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3, 2], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[4, 5, 7, 8]), + /// &[2, 2], + /// ).unwrap(); + /// let z = Tensor::::new( + /// Some(&[4, 5, 7, 8, 9, 9]), + /// &[2, 3], + /// ).unwrap(); + /// + /// let (result, _) = einsum::("bn,anm,bm->ba", &[&z, &x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[390, 414, 534, 994, 1153, 1384]), &[2, 3]).unwrap(); + /// assert_eq!(result, expected); + /// + /// + /// // contraction with a single common axis + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5, 1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3, 2], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[4, 5, 7, 8]), + /// &[2, 2], + /// ).unwrap(); + /// let (result, _) = einsum::("abc,cd->", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[648]), &[1]).unwrap(); + /// assert_eq!(result, expected); + /// + /// // contraction with no common axes (outer product) + /// let x = Tensor::::new( + /// Some(&[1, 2, 3, 2, 3, 4, 3, 4, 5, 1, 2, 3, 2, 3, 4, 3, 4, 5]), + /// &[3, 3, 2], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[4, 5, 7, 8]), + /// &[2, 2], + /// ).unwrap(); + /// let (result, _) = einsum::("abc,ed->", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[1296]), &[1]).unwrap(); + /// assert_eq!(result, expected); + /// + /// // trivial axes mapping + /// let x = Tensor::::new( + /// Some(&[4, 5, 7, 8]), + /// &[2, 2], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[4, 5]), + /// &[2], + /// ).unwrap(); + /// + /// let (result, _) = einsum::("mk,k->m", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[41, 68]), &[2]).unwrap(); + /// assert_eq!(result, expected); + /// + /// let (result, _) = einsum::("mk,k->mn", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[41, 68]), &[2, 1]).unwrap(); + /// assert_eq!(result, expected); + /// + /// let x = Tensor::::new( + /// Some(&[0, 0, 0, 3]), + /// &[1, 4], + /// ).unwrap(); + /// let k = Tensor::::new( + /// Some(&[213, 227, 74, 77]), + /// &[4], + /// ).unwrap(); + /// + /// let (result, _) = einsum::("mk,k->ma", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[231]), &[1, 1]).unwrap(); + /// assert_eq!(result, expected); + /// // subtle difference + /// let (result, _) = einsum::("mk,n->ma", &[&x, &k]).unwrap(); + /// let expected = Tensor::::new(Some(&[1773]), &[1, 1]).unwrap(); + /// assert_eq!(result, expected); + /// + /// ``` + /// + pub fn einsum( + equation: &str, + input_tensors: &[&Tensor], + ) -> Result<(Tensor, HashMap), TensorError> + where + T: Clone + TensorType + Mul + Add + Send + Sync, + { + let (input_exprs, output_expr) = equation.split_once("->").unwrap(); + let input_exprs: Vec<&str> = input_exprs.split(',').collect(); + assert_eq!(input_exprs.len(), input_tensors.len()); + + let mut dim_of: HashMap = HashMap::new(); + for (input_expr, t) in input_exprs.iter().zip(input_tensors.iter()) { + for (c, &d) in input_expr.chars().zip(t.dims().iter()) { + let e = dim_of.entry(c).or_insert(d); + debug_assert!((*e == d) || (*e == 1) || (d == 1)); + *e = (*e).max(d); + } + } + + // Output dims + let out_idx: Vec = output_expr.chars().collect(); + let out_dims: Vec = out_idx + .iter() + .map(|c| *dim_of.get(c).unwrap_or(&1)) + .collect(); + + // Reduction indices + let all_idx: HashSet = dim_of.keys().copied().collect(); + let out_set: HashSet = out_idx.iter().copied().collect(); + let red_idx: Vec = all_idx.difference(&out_set).copied().collect(); + let red_dims: Vec = red_idx.iter().map(|c| dim_of[c]).collect(); + + // Fast index->pos + let out_pos: HashMap = + out_idx.iter().enumerate().map(|(i, &c)| (c, i)).collect(); + let red_pos: HashMap = + red_idx.iter().enumerate().map(|(i, &c)| (c, i)).collect(); + + // Precompute strides per input and contributions + struct Contrib { + out_stride: Vec, + red_stride: Vec, + } + let contribs: Vec = input_exprs + .iter() + .zip(input_tensors.iter()) + .map(|(expr, t)| { + let dims = t.dims().to_vec(); + let strides = row_major_strides(&dims); + let mut out_stride = vec![0; out_idx.len()]; + let mut red_stride = vec![0; red_idx.len()]; + for (ax, (c, &d)) in expr.chars().zip(dims.iter()).enumerate() { + let s = if d == 1 { 0 } else { strides[ax] }; + if let Some(&p) = out_pos.get(&c) { + out_stride[p] = s; + } else if let Some(&q) = red_pos.get(&c) { + red_stride[q] = s; + } + } + Contrib { + out_stride, + red_stride, + } + }) + .collect(); + + // Prepare output buffer + let mut out = if out_dims.is_empty() { + Tensor::::new(None, &[1])? + } else { + Tensor::::new(None, &out_dims)? + }; + + let out_rank = out_dims.len(); + let red_rank = red_dims.len(); + + // Materialize output elements one by one + out.par_iter_mut() + .enumerate() + .for_each(|(out_linear_coord, out)| { + let mut out_index = vec![0usize; out_rank]; + { + let mut x = out_linear_coord; + for i in (0..out_rank).rev() { + let d = out_dims[i]; + out_index[i] = x % d; + x /= d; + } + } + + // Base offset per input from output coordinates + let mut base_off = vec![0usize; input_tensors.len()]; + for (i, c) in contribs.iter().enumerate() { + let mut off = 0usize; + for p in 0..out_rank { + off += out_index[p] * c.out_stride[p]; + } + base_off[i] = off; + } + + let mut acc = T::zero().unwrap(); + + if red_rank == 0 { + // No reduction -> just multiply corresponding elements + let mut prod = T::one().unwrap(); + for (i, t) in input_tensors.iter().enumerate() { + let val = t.get_flat_index(base_off[i]); + prod = prod * val; + } + acc = acc + prod; + } else { + // Iterate over all reduction coords + let red_size = red_dims.iter().product::(); + let mut red_index = vec![0usize; red_rank]; + for red_linear_coord in 0..red_size { + { + let mut x = red_linear_coord; + for q in (0..red_rank).rev() { + let d = red_dims[q]; + red_index[q] = x % d; + x /= d; + } + } + let mut prod = T::one().unwrap(); + for (i, (t, c)) in input_tensors.iter().zip(contribs.iter()).enumerate() { + let mut off = base_off[i]; + for q in 0..red_rank { + off += red_index[q] * c.red_stride[q]; + } + let val = t.get_flat_index(off); + prod = prod * val; + } + acc = acc + prod; + } + } + + // write result + *out = acc; + }); + Ok((out, dim_of)) + } } diff --git a/src/tensor/val.rs b/src/tensor/val.rs index df309096..24da3503 100644 --- a/src/tensor/val.rs +++ b/src/tensor/val.rs @@ -940,6 +940,22 @@ impl ValTensor { Ok(()) } + /// remove axes that have dimensions 1 + pub fn remove_trivial_axes(&mut self) -> Result<(), TensorError> { + match self { + ValTensor::Value { + inner: v, dims: d, .. + } => { + *v = v.remove_trivial_axes()?; + *d = v.dims().to_vec(); + } + ValTensor::Instance { .. } => { + return Err(TensorError::WrongMethod); + } + }; + Ok(()) + } + /// Takes a slice of the tensor along a given axis /// /// # Arguments diff --git a/src/tensor/var.rs b/src/tensor/var.rs index 50d40885..88fe3b50 100644 --- a/src/tensor/var.rs +++ b/src/tensor/var.rs @@ -1,3 +1,4 @@ +use halo2_proofs::plonk::SecondPhase; use log::{debug, error, warn}; use crate::circuit::{region::ConstantsMap, CheckMode}; @@ -152,6 +153,52 @@ impl VarTensor { } } + /// Creates a new VarTensor::Advice with standard (blinded) columns, used when + /// the values need to be hidden in the proof. + /// + /// # Arguments + /// * `cs` - The constraint system to create columns in + /// * `logrows` - Log base 2 of the total number of rows + /// * `num_inner_cols` - Number of columns in each inner block + /// * `capacity` - Total number of advice cells to allocate + /// + /// # Returns + /// A new VarTensor::Advice in SecondPhase with blinded columns enabled for equality constraints + pub fn new_advice_in_second_phase( + cs: &mut ConstraintSystem, + logrows: usize, + num_inner_cols: usize, + capacity: usize, + ) -> Self { + let max_rows = Self::max_rows(cs, logrows); + let max_assignments = Self::max_rows(cs, logrows) * num_inner_cols; + + let mut modulo = (capacity / max_assignments) + 1; + // we add a buffer for duplicated rows (we get at most 1 duplicated row per column) + modulo = ((capacity + modulo) / max_assignments) + 1; + let mut advices = vec![]; + + if modulo > 1 { + debug!("using column duplication for {} advice blocks", modulo - 1); + } + + for _ in 0..modulo { + let mut inner = vec![]; + for _ in 0..num_inner_cols { + let col = cs.advice_column_in(SecondPhase); + cs.enable_equality(col); + inner.push(col); + } + advices.push(inner); + } + + VarTensor::Advice { + inner: advices, + num_inner_cols, + col_size: max_rows, + } + } + /// Initializes fixed columns in the constraint system to support the VarTensor::Advice /// Fixed columns are used for constant values that are known at circuit creation time. /// @@ -270,7 +317,7 @@ impl VarTensor { /// # Returns /// A tuple of (block_index, column_index, row_index) pub fn cartesian_coord(&self, linear_coord: usize) -> (usize, usize, usize) { - // x indexes over blocks of size num_inner_cols + // x (block idx) indexes over blocks of size num_inner_cols let x = linear_coord / self.block_size(); // y indexes over the cols inside a block let y = linear_coord % self.num_inner_cols(); @@ -519,7 +566,7 @@ impl VarTensor { F: PrimeField + TensorType + PartialOrd + std::hash::Hash, >( &self, - row: usize, + _row: usize, offset: usize, values: &ValTensor, single_inner_col: bool, @@ -545,7 +592,7 @@ impl VarTensor { self.num_inner_cols() }; - let duplication_offset = if single_inner_col { row } else { offset }; + let (_, _, duplication_offset) = self.cartesian_coord(offset); // duplicates every nth element to adjust for column overflow let mut res: ValTensor = v @@ -651,7 +698,7 @@ impl VarTensor { >( &self, region: &mut Region, - row: usize, + _row: usize, offset: usize, values: &ValTensor, check_mode: &CheckMode, @@ -669,7 +716,7 @@ impl VarTensor { ValTensor::Value { inner: v, dims, .. } => { let duplication_freq = self.col_size(); let num_repeats = 1; - let duplication_offset = row; + let (_, _, duplication_offset) = self.cartesian_coord(offset); // duplicates every nth element to adjust for column overflow let v = v diff --git a/tests/assets/model.compiled b/tests/assets/model.compiled index 1d782540bd3da4f28900460789c2856579d7a330..3cb21834aac9d244c8aba20703b4643ea6dc6c3c 100644 GIT binary patch delta 39 xcmV+?0NDSg4z~`lYz32R1woO35R=dZ5R2C{z``+k0}IRMm#lt_0KJq7*8l(j diff --git a/tests/assets/pk.key b/tests/assets/pk.key index 4468a00bc087833dec2bfe3741d4337cdeb2f3b9..2491ccf9e8e21e48785450b354d86a933a451353 100644 GIT binary patch delta 509128 zcmeFZb!?nXvnT2?GxM04ImVbFW@bpt?3f{@F*7qWW6YeGnb|QjGxPd=zwhX-&b@o~ zO6QN&O7BQBU8jXjsJ{3VsQN?WI}}FaL2e zOxhVWO>(u=v=&;r217SL^tWw#OpZUo`Rz^PNgl#|SHdYblgwE7fL}!zD_HIq04T5^ zV(z`P|E^BWcdYu7EI}E$K43eOK2Gxa%&kxjnN~J+shJlekJaou){ZxjZ$V6TvTDlw zl5Pf~cL{q`LUgGKIHC}m)^vxHEvDN&7HnGMzjx3zX62c1AksL_zeZ=C)z;vVMR~14OiUI%_O46F&BUy*CW3@FjJf$U+L*m^LMwWvH~7 zctWFPNoMMN4Dwsa8&+9I>n6LdNpsyN`$2+scMd)0SO)vw(+4kuZJI&^_y9ly*DF{S zOcHw2kL99P0+31D{wnh#K5~P7)e?MEBf5AVbW0(ej?@qmqi02JTa*`NW%auRgc9r* z$b@N|-|->-oBAM#;ZHcY1ke42g1={9VWRE*n5xaYHMON zEXNQl-;n$SaZo{;{8TL&74zdXit}6mYAe!YoLj9T>`%?(b;9ukH+uL#Z`Ymlj?vK+ z-j28(!sKRh8NCEu9?VM5_L#Y5!@05Pu2GVNHx#{_#y++Bv9vQ^vuDe2;;ot7r$b-< zKyacmsn+1P3|b)7W-i^$v@yghfp>zIm9ki--`(h@__bd!268SPU-;-IjGo4Sr5j?< zBQ)dF>=#Cwkznpyb(YlK+}qn28T^?A=)y(mF#-NW!xjhDe+at3FxC$SMP2-U(0xj-*CCcF*jLS2&(sh)~?u(yMwM%4z8)hU4s z0YJrXjs$kzG)PLh;Ld>sgGk|TlqCIrOru?HTjWJf>x{g}cbHh;VYlds;VyneIGyB}N2}ays8!nWk&qA%cnASfk>L(w(Pa#Tkn4%MotBj{Zz~{v zEVed*mQfH=LT3iv>{j4fG7sSw+M_o-zWeQONzfXJW)T75NExRXRf=kpmSe(H2;j6# zb;0l-(G_J)pI>?q`lrdOGgjUaOsZ+=viSt_t3(>4T<5TkJhCvx$$X6gf|4tSJ2PaK zmaxm(el^}&iRX!%Rx^#~Z-l!{u%hCa)w%8NFEAwzFCYUO?vX>SbZ00=l5e#9`S8Yp zk=t-vCc}zcf64qhDE{FY({UG@_p;cXd+zmL zY8FT{5thoTTB}(1p2EIk8CkEiYTyjgJkAY1J;|xZ{N9SM_lG%ED$vO1SkpK6=kCsD zWkvop>5}p=mxulvP?ZD%YpcI&N>CBysyNG)?;cO>?P=bT;wq4-=)0!MDfy;fq(_X> zi@}$W>R^yQ#vxvl1>N{$0OJSGyeFMl>-BeGnwQ@I5g|jzx8$hk-wXl-sZ{FHBWFC6 zG#b_F;UaUL*J|{WUJg~{j}x2|0|3JLK?1$V1Snua%U%?6dJ|{qm#gs7+c?D6)Nt0z zL1>&CqyvJMNgz9oyyh2c!Ld&HfMZZzS!VeWVMCM@G6;4WIVf^#m~#H+S)oEP(dqv9 z6b?f-m=F~}sqDGzj>g3G5m*g)ug+h=D$I=ngmy4IR{mBl!6Y zGxXDjGZ~(vb|R7YKU`2%$KbWT8!Qh@QptcNR*w)`=zLD_bFM&3*>anXw-}}#=%Z^#`c~aYsb+$FzBF~DLiAUn>vIyNY6@&?8_Ka1bK5aanK9c z6~nNeJBp|E%<^md9I?h7Dq)-6r{=zFJ4P3EV5-3_nV{wUV?66Z>JZvfcTn~xb$H_`6QE4?Y#78<-Ew2hm1A^6xr7 zTKKzeeK4?(_Q1gYDnA4`2s%Hsh&~wqQTo7ux&0;ZSNS2pSqFz%)=8rC`mWF)ZSS$5 zkcz9`+*(zjbQz#i&=g;8-{Z;_)(+joj0(tyY_h`z2tm{}u3VBgp`ZfDA(PK!0lt5c z`VjvQBlj=T2mG(!9>{ooaFV~I{$I?dH*3HWOVfn>U%J&Q08v2G1|lE_{4e3I|8Mr@ zzvSxl!TACIR{7|VKEz)t|EvH0)yzjPI-7LL0s4TydL;y&{6YI9XIBD*l9$T>LQUyq zfNen2U&a8E(~AK5@y|OXe}6x+{omFA{wI#l|5AGs&_rAZfB^q!&g);)-!=jM>I5TR zlkEh+=YO)51pKcS4FJhHA6-cHC2}h7I>5)nth@HS`2#663>PR=oTheeRLT9 zW&%yQ1|-$TUDwkOOkUWZnmMHq#P(G#5<*h#eEcbKpf6fz!zVKK%ds?GM<95ecy>1_ zpC~}4feoNA%a|=E*|oBM8u-?#`GjUlgXx8ttWvSat9kZ~K#v#)UZxxONv(ZFAzs7V z_t0O4O;+#qY-@Tqwh?3na$`b|7ap62C$k9JTJzdhKyjW9ML<6mcf2K(d>)pM8P8;* z6zQj1f`s!$-K%Q!G3pQ_qC^))pSWf#?P4x0K_W!L8xJOshjSVeBITXfrO#;~fWF8f zNR5n6{xa)WL~sqq9no9mYOyqKrgH$+wqo4$C)e0QQBJkBTX>Zags#v+&bhIsl(_CR zxOBzun^G045vi}^*jPyWjEvH6W}wnUy}_t}giJ<&wuEudu~UL806}Z^Vl>GX7dd{z zTZvjl0cT#0c)_zGbG&z?#0=?ke^{BYc$siW42x(GL&2j=6H=su2)9g5aN8vD%qzb% z1;M?LIq`Y8aLdXHzX!Y&BD^C1_Kb0 zLE0JR8ssLV61xT)TB?bgS}!lFQ-2x|T25?^!qN(*$&A?!8r~_*#^0W;I}>;yjTYU* zLjNO%JJ~)S2n!``(Z@;8i|ZaVLi9Z?k3faf#bSmw$=fvo6fvTv+l`;Fi)#z#Mecci znTek%*kl|gmwV8qbOBr1d)Jtp%f|HR+ZtOy8F;$c!Ea!)0g1^Nfo%rA<)Vz$=>+ed z*Mxg4t~^lDK76f6%JN`_>VJ7oBJ+|}$eXt7r5sXJ{X*9&Y@69f8FF(6x6h_=&PzsK zozTtfC^v9o#;u|dUi(f++eucqT?)}5Hie8H!N>2yDQ}e#71V#OV^YI$a(V^Tn+HyE z$bAV;P?taSru@rwMKIV|R=L14r3^1j6p9bpi@!gRh{dG@)fkt3h<=m+A^GP0=QEN? z2t92zc8?w5UrCA>gu6J0CCexKsr(yQ7ga|y#&k_mr{IFS+2j&zE%3LJ0A7>NdsYn5 zl%o~kMng47W4sBv8}^8S__uL{xoPIUFuJ1T^)H~o5&3*u{Ym@P$k1;Hr(#<<f5aZy~l$UhBOT^kT!Z%71!myTO5$Q;H_AQ08W?C`bxPl9nfzE5*H z+Cjg*9u1A>$*LYHS^xf{vC4N-St7aYT*4(|IU1KLe&_7Tcdkr3__>u5reW zhM^R$yhWUe3Y5XYVp7WPY`PMXqv{XA5t}Q3d-Wm*Ki{@jp282eU&nn&mn;aKopgmo zZ>JvBCB!ZbKWI$3L`{?Q{K7o}F1Z{Bok>5PLmrYm*Dvwvo$h--qOsVyY&BnCqoW55LDhYbT z6OI{a=FSzr&%@bQ70(4V0&bv#2P*EJtx)a_13c9ynVWCjoJ{qOe6f$FplyMrG|%+c2#PfqA2%Bz z)Ac7_5s>svv>j$6G3nXz#rEN-u=q;{y?y|FbLe-NgP5!;8!fQHa0gVx>7Q&yRiAUm zNFpR1SeG&z&b@ZEI)Y(Xs^}QC#yv2$lU3P$lRQn^mIzkDY{vhd5b}udn-sXZykwPtC-fu{9=Pe{kW2kESdLXFq+hpsz+mR6k zPy%!jm+{ljj8GGQf6`3l6K9jiu3<|WuPf7t=;Jfra13TMP0e@yd$?;a@v70XnciL( zae~XolY#Jvare4%(Jv+KWqJ{x9f$#~m2SNlQNPqMR07Y2z8?+Vr|uFRfZiA0M%TYF zGa|A5ipeW4o9w8j%aDFQYHUfgP$Z7Rx0$w{6dlF&V4%bA7F;cRWO1ySylTDlZS>)% zba?1->&n06a{a7aoHq@i)_Y~X$qlr6M5W?I$$sYp`K%nZ-u4+kv(COKgogoayLnob zbGG1;CM~5St0;e0`d(}z##L~9Qo3tC2e#mU%*%w5&+)*Co8Xbb(MUj5=FhPcAgw>y zG~0SMQ{rDMD(F~|t6SVTe_PD{+U0~1Pt@7L8_SdZH zjS!LL>>2QhTFSaBNQ!ctPeGi0QM)qR$U}&MXsG9* zPvFkv*E=|FaY497-_WR8;}SdTPm6NG_h{)IWUMK@iQ~@fTLe&UqA@__*G}0CP5EB-y)`~#Q?l=rXWtIKO;omN3PE#s0q0WE zPNsJH%>~cKeAtgSDor-J)Pu{J0xtENUH?f)L{45jvwpR`IV1_sBvdB{ zuM$3@P{w!&DFAXW`8e)}cUS=gS7^d=TVLdu?*52`=7Mo@{VaUOstfv97O4t(@w4gu zRF7i^@Fk!oychFVCju0-Yg=nJ3IYX&-DeMbyF|%L65FXV4O?P?u(0+4x|tya=N#*O zyxuLqE&a6-$zm_^&qx5bMpEDeSgjZSxdke!Ga9 z2eT$fk4x@Io>{X^CIMicp&k@q;mYjQyafq2sYyk6Gj<#>f131$7NCDO#UGwX{p~m_ zO2M9v;j1VlK@i`qRbw2Q=;k>gP=xI{v&3$L*Fm$p2cr8voA4+fAscib`+X>rM7;C-Fyp@M+1WkrEk-veB0v(bIFDSUNtOnV#5i)7OBF zeFk-h`@?gwn7p|WVx<`oj=|dgSMyH<*g(p#*=%y^0L*gE4Zt^}#eS>6MRIooQGUid z2RH9LWY856Z*##XcY&?8SB|w&Yu>JHX^aaU@W^$9?~S$IGw(QLw=(uqhz-V_Gmc0L zkm{kM*=h$tzC;tmPGCn;_lbe$}n{csGB|k5r*ngjw5TEq0xU zP(K*9&|^{gDjr$(lh23@_xpH|w=kLB3>raCDHq;UIFnmBXX)@qS~kD^X@?Iq~NX8q#x2s!T9Df*8*f& zkV@XYZmu$IscB>fcMhdVk!A1GY}ZX4KM4O7(U}7z)GBHr#@ydYGi4$@o0q3q)s77W zBvr=o)TOP0X&E~aLI-C}7JjFEEFD^%Xv$xD>il9GOXI!A!hKRToYh*qYFA78eTS;5J5mrfF`0ZTjKkQr#Ne(B z!XV-C%K|FpUbsPU)b%P4o-B39K(2)POg=gnoI9Ewp5fc8@(FfS_}l z+wAmII`G(8%(2GKCtxr$*3|*FT-}&IZIU=ST_{s2r<~IV*uczc5NhL&QZ@;VW<&k% zsI6%=lpz!S;%c#%=2Gx&Px;nSyWW`d$^!yuj;V+5s*xSZ!?J75@I5X1Ikmy|)J-Ms zSa*Kj?i7o|U@gN=es3i;>lP|}lqa-&xKC+gwok4E&LD>p%Dnu_sIw-tPTU zv{5u}df2T`P#0CqPF`Cniw^bjrk+NSU8JQ!5GfYr zbiX0iN`w#J%Y@Red73qIz)5xdH@z)Y$3X0`EE}3-%bNW85gptsCE9KZ*koRaMrYX5 z6wZV`O_c{^qC}E*TaRO*5!BG`gBveq?HOoIooP@n|HJzQ0ph^dXLhLnUGBy@e-V9P zH^p_(94V4Co#$<8Y0eP2{28DknCE5aGt-C~ORGup737j!30qH2ZWfuvH2d%{(Emd4 zWs6wWv>Oq-V}6_A`Z6*}vC&q8E5|tY{Bh78UYgu6{Vd;TTh58eBHYgPzGu^xi|hc} zE3vTO&M71eg3$B6?xr`xIP~3`IOmv0%*`&A)Pv{iLD}^0!_yu+n+=OyrrFy7>>xN) z79e4qMQZ0s=c+MfSZYR}O!}c=}d5TVR$x-g$ zbGx51Muu|RbnVzX?B5{`%kO{Z-nvJ|L%AK;+KNw3$z|CWBgQK4>)9f0-C8kEp)gEm zalmuK$)=3I+?39v*KG`0G{8M(olt>mkOM*JYyLX%ZyiH+_+BPa<-&hx%r)t zUW~tqp3;};x`TOAQwlpcWJ3=z=_ojkHRrvevC-fAjAApZDyq0IW3;t zZHagPt~}qmDU>m^s;qKaB0xTtr$?#4H0HHa%Tp;=Bem+S#%Segc5vkKW;o&Xq^q=^ zHiPitXc7?p7LcT@-xkEs4DX|OMyUbEEyHe=<(FhjGlV#^-HUf@Eod`>mRughqYth8 z+bnzm{qTG#P8EH<{O)AnQkHVWBPWNr8a}-29-)B?2C84xavPNu+nPivUkE{0PY>UT zdNKQ122CCtW8kqoW-K)`f;n^Q^AqxS#fCnyJ1P)3n8$?)@w=#0YV~za>C6b4Xw_GG z$m!AGm0%;ONZ0{vFJ^Qr-*cFL&scwGQFIiQ5Y}aPV|kV;Dy7)`cOL zSY{|Yc5yqQaU$0R@%r4As%{mE6iZOl|7Gg_z-W9!n@Gom)2G7j-cs{>!%+3Bpl3J1 z!0Xz}?={}_0e%b~UA#T6hl03j7vob57&%tOqg z3Pl%|#AlY#=ulj?<)qR+@IrgP&f1YMb)j{Ln2QcrM*Yvq9UI5bn=zp$fqT1^1ygn- zM$uJp0t3iB$cdsGM%M6g{e1gbUWtQz<)1dAUC*f)+jtMq1}#D!!GMap54+?{>iNe- z0!r4>v1+SxLnC-wt~*P>0=NL-#Ep`MKdLJJ#4Q?oI(@3SnwEq=?KRIAs-L2O{|abl zbnZj$B3pOIH8nt&alJUlH!AKb3%cA1ETFo@9szN&v`DgEP8djlz+#rKYVH&?kiP6B z2hg=IYV>_WEW>;YYkF*h3Zxsyal2gv&e7R9wd|xLBF$wEK_s_Qq#}Rbq}ond%4W0F z*lW%a9mFKh5tf2`X@-myD8`1X1vOER&^!f`Vjl1nDslT7(vI<)+#iIvyL3!HD#_F} zLH?x7l%=f^nghcc@SvOXTO~M@wY1w<3&lR{RbS;{&*p-YP>~mOfH0r?Tp06`IEH+1 zSf4$ueICeQ|0RmONXK0QzY=-Q=%_t=AsO~4LyV}5~g zt=etX82H_q8EL9y*f5*M?aQOI_o<+~&a{Ag+vG;F8~1Z_;ziZGkJnwH(iAsAf0HK) zIa7=Ws=u)_5r&PLm=2d+6+D))%wW|cld~4dc)9{($jYeE?I;b;q4t**2j|`!H3`-D zDT>ug(cuP~zZ2I=0|Vr76&c&A%B41lzjfdq{9Gg<6(HzOTs)_81B*zbm8DjWM(Kb# zi#?Tv{1)a)$%p3lvNFP^Q+Qy`Hbc|_7Ie{M=ZxBP_Ed8B%vL*b#?^>At2tt@`?!r1 z(uWazgWl3n<;c{&br<_}Ur21LjYI~nRBfm_B;f$@FwTJTYahphF5L_+-mmI&nMb}W z)Uh+Bmjz3B1Yq5vz_}uXN{byVfb7V=Zqvh!1rt4ACuuw$?serPs=c=IF6ToJGuRPG!z|BVd0@o ze*S9tvt6j=)n+XxjIEG$nIoSe4}6!RC|)bZs50Xj!`HK}zy(b!k-Cy4zV-r*Fd(pY z`hf6m;dz3i%s;}HEc$;f0myi{@H8~cRP(UG6|~Eoc=1&c-8sB9#dQc%WJMo)L08GW zo1~}_k%p-R?}M*F#TY+!*FEGJHsEwjvKkwTo;@-g&NCs(lHrXRr)2|&9MR<){P$Eyb}fi(dla9u0~@mqLh#=B8lz}TIh?ptg_BQC+Nf{{PB zk2J1DR=K{%zI^vMRVRo?5W|1cBg5`iTYolyHvdBcjZPBvRE7M5B)7cRGPH~;zhX`J z=WHM(Ov0acDr-R*5U*oJFI>}wfS=&u`?7i8_<3X7@X`HzjJtJlukG)lIfO7ZfOh8$OA-^ z0Rk{Y*cJ^m`o(SsCkz{n!^!M#ykqBe4DRjw)vLpSXzzK%(6~VSzpYe?OeeiFE-6sT zsWH?Am&%b&K*enn8zbd3F4p$XHi8Cksli|ZYlP=Vb_Wl%R&zD|YK^%h-e&OX&68jD zN1FDls1G2rr9z2sm$1GlaC~rnd8WX!9bnFUpDI=Zh=o*&2!2SG^QOmU+%4C|ELxP4 z!yVXH5*}WnuxLE>NjJcn!@t`nb1Oc2{j6Y$r_$+9c-IO?AKL+mRuQs4y{bkM4f+{A zCy@A6lMA)U2g5qoLi6IXsvMP3Zh?+j!?qTdv<96Ck1lR0>|Q-*xZ9u7ZHP-5)z@m1 zk*tua$X^&X`JL}0GV%B>bfX>)LJpaQXBj10zI^KCrDudui7;2tX9by#t`IV(t7)t( z;qB#?Tcnjch`@^aaBkJ4L<`Cml_*3WEFxPYP9OF7F}lZVPw9PAy^^o>k3+B~QKtse zpG>v(08!1e3c+l4EkN}r7XLPE41Z5i(u zA&y|@%q$GJ^DZ5p?i)Fef<*>u^o>Ls0ahMmj60-YvfY%)UR>#Qo^o5O_VjwAZfIa2 z10tJT-~-))RKracOC3^%5O+gU8eg#yq*ki^o)QTD_U5WLA;BhXIb7-3tRtlHtx}2$ zSr@PJo#$@g5MrXBC!|7?9_?k`P6JbXX(9jBsZ5+Ot6d7~g!?)$;+5CknDCf7-_3a# zb^|?tuGUKShlADcS}ec%Zq%%iZAm(A0vzsp^(!oLph7npaii!WT62bCrJkMa`IeQP zfQA{OwREC})k~HQABiEh%<=aQrA@qX)!+7SJZ~ zKC9k_Ee{KL40V~)Y1IS-D?tCE$XxSuu6M5jwTy(888<`7`|v$15gNuo-e(mzwE+Ad z)cglE|3S@vQ1c(u{0BAvLCycasM)m60l2_xx?lj1L;rPDiv|@$V9Nr*7_CIAJqKgJ$ zKv7{k9fz|{2z@eSL39GEJR+(6LkzbO_d|(-mlx|-PT|V(5m6>qp5kX54&(;oa8eE2 z3)iO((aM1d%GYxOiZ6!VKXky|e(=jn;3L_$4C|Z^p%(>N=2G0F*;)+hrA7!EX$=S61)u#sXn z3eSz5eVm#O77uym`aCn*M?zac%zVgW0F;&|n9&!V+Wb+OA=Bdz zU%Z3?Sf|AQ^#{9H&y89N0W}%Zq6%Jc*EjMvafUc#18`lL;~U<1lw)Q0F9thD+>c!? z&fOeuC4bdkU%`dgKB4}tQig!7vYA@djh`4fv$)AHk{|P18Uaz$cK-nk7xBZagooK@ znIM!6h)()(Jfriv=`n0hvRS5{uIB}pGXB6nv)q1!P)UbX^#@_-c%q3L1))Os)sdx1#zsj%7Mksr&1_Im> z^)Q>n+hb!5D{87WR$k!5fc`ygig!G-S`al?>B_@~`=BwB2|} zq+{-@6B3nZcT-OzQXSgqZc!^!i&PjX*;Z~MG)mv;gL;;yoDh&NK3BZ3zM4MN9B%45 zPN5_h2YtAcDfL2vgcVc_TSOAIrsK*H%~Q>#vjl~0_(+6{^IU>TDhgJ{w_c%@2#H^X zLnspnm9$~z_48$A=Zm2JWtl5-dqSIshVX)VeWP5xzTt>?uLah`T+$o-F}D#9B^0DR1@9B9*TB$Zc%0M%oR4Yz$F6&172?8Y2p3X#!$l3Z!uW3fiqhJg zPa1^q!U^<(TT29=Sa@(ywx3#74$s|lcyhvW1?=MIBP>7tyC_6eU-geVk`sKMc~J84L& zH4Rh1R1JmRG#!va^UWL4MA`@JhM|vEs>~ec@8V%u)k0;E+!86 zylG|BMa2Y#wZo#B*9)b+4RsS={#ELLl5fOEN{!o#6HP6Y;wnSO7$>(kJy*+_oT?-q#0Qn&{v0|N*FOK~7*XxW{1VR~%qm#XH?pfA%`mrAsn zNWdv^Wh$<_r;CXf8JZEEtS2JzO|jXd#{iw9Vn5Qgb?XkWD)nh=du0GQ!c zrF<-LP|8!xDk}Y57`u~c6V|ZgsZ;Mhz5GDfmdb|RX(?Ul~_Uc3DO>XyOf(cO< zSMjDS+1vf=&?A+x8nb%X{OI9$1=a&H?)Zq0!Za$RXuH|x?;&fX8!imV#UUT=G%Sr= z!PcW%<$zb&Q&$sz^xl`whT-@zt%C-GE`-5~Gjk{MBbJomDi!~pH^$p5V0vC?x;Z|& zHCiE=cr6W!$YhE3hZo%C9YNRv-`AMeU!R~?*l?xvmX{`eQ1wys;=x$A#2%gPR`pHQ zh!*S?jm4qZF|JQ3+Y9r`5Dhx-8bH%caW;pfjS+ax-4371*_9_yO~(#&bGaBlSQx%r zM>1ufJvqR%^tZD6Nc%g^z^C}RFCbjPA<1~s+)T}t=rLxo5E-_e7Q>x@x9j9gqq`>@ z=rNWtMHtfT=KUIVE~HB)_6DZ_{hvin7K49~^B?5=2RZ*i&VP{eALRVM208yekwh}{ zDAgtjXSV_^ur8E#Tp}r-M>4zn?q_Fu^_oaP69R+i>hq)?%R{P6Cxg`@J|Pcd&nR9w z9&f^UxnL(t{D>vP%uXc;?^2ZWbIt}*QEE~B&}b0myL8oxWQGF)a1rtQuB;`+qNAVx zGaW{$8ZQZJwYIULAEW-f4n5q3gJCYFQ?Ihm>zq7U3SjOuB&$ncBPU{;l#4ApHMY}n zU)v84$3VkPDEHBS%VS$igj7IBCVNr9zM?k4pP?HxQ_?_5mEBn;?`A%5fYKN1s@|bW z?L-^BD_o*k-qd+8EM~;?_bPm&!%>LRwLsrULhle!tnQxd8B;-NrEVNA&eC8r>^|Z* zp;9=Bp8LZo=U`s?;6Jm6shv^noW91 zJqAQ^UY&0ENqQw62@&hP%~Te_6H=o?cyYlCYfz+=XlCO7nw!=yEvqFg?;H13wo5v@ z1xbPvRgoUxo!r!B8QxE=o8pMGQe5+Uab|G5d*iJihID_W`rAra%_o|0@H9v7Q&m{2 zCBayPn2j9fit#R}F(wjBq-e+j0BnUFtT}!=8V`S{$tGPPGjlK-xEMQ^v24veh9GxhWq`}n7e(~k+#YvLc&g}vc&J>m~UyFxRu=B3V#j%fZ-bfTf-F?=@q!& zHxG9ka<$GBP1!ae-SKY{MGT=xny%n@Cg5U-< zGjbyMhOyg0LT%$cqGOf%e94ytsv5qfq61Kzg(97RlR-?CK;Q2NktMwrM@yb%86DbT z)33l_{%z%&05S9Z8HI5MiPYdgAR}ZP(`w7QSZ@L$J?8HemQE~MPqId?TpKMk$FUX? z52sKQJdZ4mqy#KDzaF=I_%f2ApB0E=C@$_7x$}fo1eJ06#E@wTRxMTjOGj()EU0jd zEhgs3m<-NM;~Q;D#TuCJP-RD-g89?ozCJ$1(3GIgW7JEUM{IKDPcLS(>j!p)@pX zeO}Sq={UvR5O?#)jWueY(*u_)1xsEo#fMxu>?07i##PrJJvvj)k<*?hC+Qq(2w7x* zWkZ_f&TjjBdn}tr4>P5sa7MnDgnHFH0vma)f=R>pi6cGpe7ffK$_s4Mj=xG?9fHdE zYQRhg^bEXUD(23fRR~!w#T3hkHdj{>f*T6V?B;Q-!b0lLA+WsA${Ki8Y!v&Q4!toa z_CwVHJrbyb0X~Lq@D6KUd$arAf(FG4^rB)R0Llk@RbDVihFF_~pwINHhhzP1B|&ka z{riBgYJqZ{&td!%g}Jt>q%45pi|LnKJroTx2&L}R#FBTNNMPz1%Hf~)Sv#MoN8{Ab z)-SSRa#I_snB(*qXRN~_=xV|&Q&Lx#z%mx)Ma!6^t<UbX0P$8bW^|(IV$AW!nz+&j*_SJHm4_ONFd^!>r7=C?#|EeHRLo72{+9- zr(@o*3OkWbLD$~v;r;8Z1<+k{rPwX5_`MpSYN2H)j|cfpMs}vs*6u9ih7}(OOWiWZ zP4w>brM}|HHdZQa2I{O-RNy{JFq4%wnz_alEUwuTnt47-b#pRJ=bX1%w2jlNY;gI# zqtr7}Ptv}CfKbyU+eGbZTc?=g;B0x4DF?48vPxa)cK{5~MjeyDfRQGBJ+E$UB-P}fp~AM1aR3bDenrEcoNPl|4K9mS#71FGzVij0pyfl_MvhA*X}?#KKC!`RrZ(xDKns zkbSSRmm|Z84}#3XiR#VwLVplhLM8+ET$0L_`@vwn;`;=Z&J@@ezTSzCj9Ctk4C{Lj0baHz>DYah$+$X+RGLOt=>um&E) ziBq*0#Xv=@Lirka6wUTAwR)c$SQwX|^30ovIrklC_4X$7=t{y9FLrulfbJqPP^$em z!2N?(Ao0BZ{%$!5kjjVrCsfr5R$ zr6Q8FEL%uU_&{ zouplv@3x2)pXqO+Zbk@A{oD@my_2k+gF8kvaLfSBg(P#;x&zV5_6vITa#i4-Fqj+) zc5x8yic#3cJ&LE``zfYnF! zFNjhjiN@NuVRZ{4Jos_6kTV}Gvb=8;qR@VEb7x1>_+gQi$QcPJ+p-n4si@Ai6m>ca z>MSUbAM^W&{zfoRrmhBW&& zxevrRi^dH)pBVYx?mzq#uUkMue z%_=}MTsB9YG86|7Lr_3*q=nw5msvK&KJ)xB?degocN8VNHFj*bnc!-bMl&FEv9`R> zw6*2brTmiUZP|!dN?8I6vs*4p)0Nxrw(5+g#JX6fz3AV{DX>Ua!oOW?fLw_Q{OszCWs_)+*|J>@4Rms)$T?N1Yqvp9S&JgpIUGTgX430sCwxz z(YF-*CI(@5Lab&KZ1Y|MQn3ax7HuESWyu&rKHd<5s7(6P-OOEEwD|0jM!D?f@!U9$ zl!g{RC)WCL>#`FOb5va4mNO9Gh!pt+LL)qT#2B?;3NNr|NV1J_&BJl(gB z#$NmqrdZM)W4t!f3nkf*Sy*44S~-~DQ6y=wX;DLOTPN};EdUr)2i`y{hEmLzy-t3! zVj%At{f#>gHZJ$NTA+1f`)E3V9*^B7`mZ~TBp@%?`SIuG<=6L_Pp!(Hm1whdb4JvlH}#6NmUXf{PSANe6xPL?5f^rk1l5A#ZF+Q@q?o}|=fP>4xV};1 ziA0*H0tXiUB&hgZ?~4o4n!3?`&&R$(3}Gvr?P};RrcQit#j=Z3z~XfZ!zx>K%AyGX z4S*P!_6dskIVD!E=&2*q7b7Q>W9|6M;=znDa@LHhnAk9!txO>t)xpmr?LWT-bv03I z`HX9&P*#02%6mb%TCTz+^O82>$ShiUt^%TSfyMR8;?KH!OkR{wM@ZbM)OAG_*m zKoQVeyiV_L^*>5dJ1~}^%9f0d>ed0?Pl58V0I36N6-_aSo_n%H=?|ao9qpa;@$tbF zc$MVk$z&q%x2*=?lE3msik}XG6JRVaAL`3tCJzSCx3?h+B4HemswL}Vmr_oPzAj}B zbspkxH!^i|9&Xtb>Ut<5W=$&+31_f1Sv?jb&2ky25E@fbI9~5-a^Wq{=;#x5|1{#6 z#sNhV2g)}A*d`(uw0m?hQTc70Z!bmGmk3Q=6P?57u|doHy5siz9ainG}_}Ea*9A7-}CT9<=4Cqr&fa=E)2|1hv^MzqJ5$fpKh3t0RDOdXS1~k+rDug zUZvOp!%u;8UEocPqt#uz3bV{flA!6F*{e1@GY2x*_}8i| zHK$RJSGW3G&L2${>am7~S3tT`8m&w=z;u+n{>M+8GE^D+5njAYj;ecBbL!26xH@+l9T<35MyBgU z_SOUzD2OGe<3uV*93o?b?_30d{@X*`TF=JAPf5v0?a5>fMwZ%C1R2lN6P+|0O8U?% zz#it{XA0GvLq49prE=Xs0LiwYV6sFd1lqmpm?K~YkT_oOM31l{f-W{rIzVU#5VtuK zYh0HZzM1u!sU%JQG7e4-LKkC?rfGNoIjZ)}8G65W45=gd0PJmPQova6)JvxNX0J%V=fwx{ zl=;M|CyL+R83*;{k?D#v`m-$-N{za!r+;796(=w|*;S+GX9Art=nKBC-<&oQzR0n2 zt_EYbN6w$GfwU-=s-9M{^N?Ln;{H?>zLhaqh`oI#W|E@ZcKS(0!}G^$#mlq5_-j(N2_+_G#hOpjlU^>Oe!&tpF5X`Y3fwDC?iX^$!kzEQ-!x6A? zj+CLggx?{M!Jw2+Ky{xnk<}-jRxXxRR=`8AUo13H1))f@!VF1c(fL$ZomNFWFBBINe7(}A1V392Y01@)S0eN0=rSze%HF?aF zONkV2*6Q?HlkGM?cVPi}*sgVQ@wwz;I#l4e1ZhJ@wsU?9VfaDMz0omkZb4=2&SH)z@sI!un)CJ(6Zt9G;@+|M2T7W@xH@rbYkMtUC<$?=ye+41W zifMRZ4+gGjtTFk-A-H1}DVGSv4SWP|9y(Ogoak~xY3GYhcC8`C(FW2{Yb0|sWai9G zX&2XOBK*4wxCT=0=*!BD+LrX{a@H=4tChvB^sqx4Xy%D4Z~=lVy|XGh(j@ODRBV(1 z+1OxW!$}BJh_}pymT!)4jgHBE5k*DED(NXZI}P=4>=4l9FW;_M$DxwM)dl(=9GEebMk6ilERY2|$x_}#Fb_(q*LBDeR$ zPC+mwh_N1ZC;Stf-kNN;-l+~$8F%46CGuiDCMia#ChS$YUS^wy3djprsrVU^HC&0t z?I%nb^pt4q$>AjUbYIUGP9m9cJVe&eK zGAdd|%fP1q*=mv^aWXspV!w-y1Mxu5{59rcbH$59@&iss%voJ=dI#zttAXHCRMMyG zx4Nr7C1=mkqefzTm!D$fM6^?S={c)3zrgRQ8>y79GjgJEQbL}BQ?2o4%SZA@a7whe zsb_UU`)@8Zn)u@z=Gt_>h_iyCx9->8X2@`O|8-v(5#k55Cz=yYg9qx~R8$GnQrtqZ zQYgdE^^ZH>QVQ3U2&V;>BGI^?eIEUuq*z@FkF|}F0v2r@1Gs!y&%3#8$tg5O-W2gM zgqv$?j7K#xQgvJn&kUMPVbIjy0e4M8%;Pk;4Q*lx89%g9w*EW<;yHHZi+jItaF)$Y zMjG~lGGH9G_rUP$Vx9#!uSv|0nJ7F{&X zjMvmyS7@q5S~87R!;n!p)yY`!0jb?{%60VG*Amp)HncnuRzjQ@2YF(5f5VSH>phZ%SJTH0QrtZjh3Go*c?4*{KX+gj+W8c{)qtHKdGu-k9+wFJYReHqd?#-Oo(6ab8EqkO>*Z@?DUr;9d z9Bu_vz1(X?wuHw0#s=8yr;=bw8%xPy-~BV+KU~NEXW?3QW!`A zr>CCe!Shn+PAsa_*M6~mfl55)(U7t$iE@9@gX;6dAS@)|4nH5$zLY8X4Np@<+n#L_ zdxKAR5l`hZq4OLRR09mE)!D<;fEh9%rK8Tm7gVSxiXHhFJuxdT6N8koQ^|dDY#Pdl z&?vPg@Icd%FON4uSN!QAI!c$=dIp?g?f3X`u);}?VUiZUfHY+Q<|m|?Hg{{22ye30 zR4{8t8+{uqFvex&L}|I);a2dW&7LTGE?~>1*83}H zO^x76k!%i^6JmRffkoNp8a|~?(vT4P8jMSNGT9f(8LWW>o`Mmx8nVahie^6gta|+g zysm=0C#Z)B%Acn0PfNA@f_{}PlT2A43`{O7ONyS<3%@kQIiUYf!k(*B>gSC13L-Og zZ$vLjJiC?i@veWYf6Fn!2*(dd!|702L>9FKi$;>YLP_=U`GkRJs5%G2fKCG&jUz7iIQqu%!eqUyuzz z)+@_lyhr-)pQQY24>^S$sPQ+(YhBb|puNxJ%DU#G10TpLy#te}aJW9Z?HulBSgnDC zdWkiYKA1nDYC-tQ))I$-sPhKqN0>El9u{A_6=r#JFClR5B-xonrV-_IlK4iDKO~y% z(%=K}Z`*g^VL@tnvY*|<64 z&F9kUjc#GTfHp1C>3PNc;W&rzzRD~^rSDPSX0Mww?&$3W?FgKqX+lBFKspNUXx%`v zlRvmQ=K+hvS8HT#0|D-Xs~q!y_SYQn>az|Vs!PAq(#+N7NDDt`0sR(fvXO0!?`Rx4 zHH15cI=swk$#M~d5`h)tk?UWCI|N!B@_q{iPKCH6R3w3x$!A>OUH*y*hjKdpfZaX1 z&Oo%?5>v&SSx!S6;zpP6#H>GVU}hkjc{Zcq{HByblwqA64Qg*CD9?N|?=XBj(!yA` zgxe^vo{Z&#A=6vK@Y<+j2A>G{#wx^m2>nfcydWAuj?wqD)_pb^vTj3#poi;*^c;LW z@Sus1UNbqoDXTL_7!zIMN9lI3(xvYO+|N`O+^aE5b~cwBcj;G+QAg>+bEyK!H_kK0mN@vR|*FV@d9-o z?=xBf!*ddSznhFR876{dS8+(9yZj#xP2o|8(sfljbT)6CBGk`fuQ^n5$r0=-sS-V7 zvaaAv7CS8!^T^bMUjbeF_y~wmJp}95C3@KQfmxnfU=|J~*|d>z?gfPam0WE|hOgG5 zDa}&;A;u{JY_!}&Nc^f93ELZef;PtDaVSz^r-RepT}?47uf(FGGi%X?|ImAh02}IN zF7%xFUqbt;BdUFZ(B*5s+t3icS|D*a#Kov(^ekJ|06c-*m4fgJvWX)W;y@5sixfZI zDqXQ7F`q3Z%ydvRZ5VS@oc#&VhPI`q7PYdwmp){&ugIBfvq_z6*vW{6r8VtdUH#`r zo`p`IxhgXEE=lyEp%t}d7k$<%V}|G6FhYpv)Y*x6g2L03Ns|@9m4kqKDx)NDL6Se9 z_6*`|eSYw9cGRs1Hc;osj9I#_nvMd4M`4Lr8S1M5N!+ZHy^-fQUh5~;?aruWJ1QCi zi6#SVmN0nEA;_Da?l`wI2DSupMsFVbP0K|q)X0Oa4Gv;ql5^leC&D{OWRtS z)@92GQp`lXbUZ1iNS=f#07`7MTET7@i(Wp5YT>JRtX2VTL+glQGU-P1{CI(1*83!- z1>ikF@ff9wt~{y780;esLjtqM!Riz1X_Ti}&%=f$Y!adr%ejjIpasI!F_%nB_W7<| z|7^G@1%6X1p`IV5Rb2fAGH1Jek2IYayq$Z`>|o!0CcjfOIdMHuLFsGe+{~uXL+%gf zi3Z7+fEdowoap5x*p154Xm@T1QQSKJMb!c@5nM`+1&3lr;r#?_UR4ImffDSkBY#sL zKN!K@Zb^XWDCZ3TBr$Z;C&nPk_j!Hg2nJXIfQI6ZJH59i4Vva!sgQ@abr5Q%$@;FO z_0;Q^VKq)#l=2wFE!SI811Kw+&$J+Ap^!5pte+<6T7@c}x~@`Ng+1QSt@(RL{k|9B4S=zsh+o=6DO6>SIhWlvDSf;Vw>p zQrn7z2FKZ(1>5ij`Y=m9R>z_rT+u6U^!nZ8gDVf@|!%cP;MTE=Rqw#Ml^_Ob~o)6 z_=br}akkN|_A_0>5WKl~?<(NKNJEoNtDC}nW)hCz#d@{?Qk#SrNT^dma-42jGk|2XyECKdBcChktaifW6Vd{!uVKQ1H=T)mxx{Kt=g`tQ zH#52H!nkxt9mURsI*IdD%lsR7#NL5Mwh3slyRT@2}iH7{}ph$?Hi^#&hB$2+QWmEY@UHEyJ-^#L0=z9 zo5G2N^GfYZnSWnJD&3a?%vc&RS1mN>eHNqAk&GGhJS3gD1tB&rB(06hTR)lWLwU5wEVrVd$lRYdMzl!xRBDCE;XG z%Fw~IIIE@6?oMJ2yp)n!-VMPjAe!pDpUU8F1^bmJKl_GYF!$+%q|55tw zu}Am2HKw?ynfEAqSaA$W7zJo8^uv!-(j~E{YpH}*sk4K#qae z0%k!F^uR~w^qmS zh$H$-FZg}e#~q0s;zY@Se^_rHE>>xg%3eZWmSrG}D`wm~^+IFPF_-4ga0{OTy$zYb zQ%~?AVhWFg7L%xnVx0yT?#_AZ{oZ*bQ1LAI852!ouP!418;VV=35YT$-ug$2=0cG< zl?X@zM2=>t-e7>1O*WI64cn0fRgLofEJrk)wZVrX}Yp6QWNgF2B zFQWMNS##{^x&KhA{#BFMDNnZ=@_AxJ+1o83B5{k6AuBW}^+fiWqHywY@QH?JRp-Rd zv{mb7@A5v@^pW_@#YfoXiuMHdt;C2+Xde7P7Iz1M{CSi=N*!fOL_P>TE{ zN|r{5;to!TnhAVRR9^H^GrMG}t#``mi%6{~%z4-r49)Doq)7=bwwF=!iKKX`u=~)w z+b3=E3>UwyP=P>307sdOr5_E$>ejJK=n|a|sK64-4xN!7F3bdEPY4tO1SS+DEQ9I2KPC$E>3FpvtVG@kcVA0+N{8e`afdaqENUUXs`MEza() zjKgWopRm^L#4T-hPXT0W6-Jv5BW-x!eV)-6v#1|r$!0X3BG{;kqcL8p+ybQgVoBer z_faL0HgTUKyQYc{46+-U#@Kv%1qQao+hhTqO%NK{MyeE9+nRU>Xq=>!yqhZPLS5#^ zpm0t18@i0(F1PZ$O`(O})p~C?k%sQIzY)%V6%vG)wh9+Q#t<32>-H*a&4Zlh^;orO zD9Emx&!GsKLE6!e!&ajg%{Ur5!|?l`0?nv$)W%3`%j|gLJk{42auStjheX%@oql&0 z1jHF7*hU@jX241cO}Ggva5*X^Watf7eGyIpY%rlzwEN;Md%|cn2&Q3q6ZYs62tK&$ z|N0b9`s_L210Ct4+^(C60Y_RyP5{(hOiDVW7hsVm6J{rv#)~6>pM^TJBQCHXX`)JI zm+h^NT|Nj=Zn_*a7dwjIxu}(b44d~jv2F=H=U(ZUqU^EV&49AZU*p>&XkwSRA`+r6c~Vvq@;9a;Ej0?eWERQ_r<%u+ty%(dTKqa zbhD@O#Gwh%kt9&Nz?KjU^oC7*Azr?Kx_6AiN_uXivKRzs_EdKpjOGv^~xg?D6 z>WN8uLZhO-`p0^}53ez6J5A#HJ1QZ(^RbDiZ z)zkJQuC^%V)%a>~^+h=Qy!R1IUX;HGKy+s&A=QY{pr!Inw!mt<`LSRF%geyFA79`WnB<@p z7&qz-YQS0yoc?q1GryfxiBquK%YC(qmBztIdLd(~1pr}-hXt?ySf)5-W0HHrU@r*& zy|Fk~)m}DDxG)VR>=>8BW9;W2RjXapfDClJvr0@AAEa;uA(+a^C`Ccry?~;Q9ZzQ5 zwrEeZfsy4O_z!W_C-@zFGv-&WZ{g2L%pV&-T1^Jqi97yxMt^4)CPLt+A%r$6#&)sc zej$c!=VB?3&_SVEzXX7I;1}6yfbslhsxbx+yD*Imf~5TCa~=`i4-DytG-Ew*mm9Qh zZQx)GT?7t%m=1osNx(?N&*KQNvbpqzJb46>{Ktvk*X=Oq`-@_btUb;-u0(6Cpg zbxFZ&J9uJ|6+P19o`SIN#E;!o!e*N~^G6GyHF*OpE;nR_X~I)oG#zfG9LTEMD2;5} z-K_l$8xD%F(+d)0tvkcs8?8!A_;(9U&}H={K0sAx4Vc9PqK1|Kn@y(6BSp$A8b2GY zEbxMS6i@~1;^q%yzgPoN_{qdWhEu{y9X2fHEryx_0h=t;w%!~P5J3>o75=0~fAypS z51{4nb7BSwr5i^k`~{wcdGLHedrtp*k+>7ZH1bg%C5N*}5ca8t7F54NFskn9-#;ji z=UUj*XOMXPH8=?r1#b+Q>6txN16f#K2*0dJ8WGWo`l*w8VIb$St1rUXJt+JyG7OKO zEwwspmO-gW$Ez<&|5zsH2bk-Cimu6kOLznuFWz2GjHYXy%6ZJ$DGuKJr3Wd{M`&`A z$t+O^Az_*5zqLFEj_#qv+1e~KhlPpn>s+=Z8;nY$blOwU9+60i0TgdSMrOx+Ch@H$w4`QRXPv_g zR*7nmQq(^(j~-rU-s%n3-@9f|z6}!7I7rT?^@vT;wq!&TPc>u~kurz^_rg6}!w}`% zq0$iE)`%n`{NMwM=52}AUf8W$33-j)DuQS5D~yy@C7Ao{j({l;P+?8R8~usJ!;nIc zF5OZIcgt@id73kPbPRhQ zqt}$`ENnvBC7ZfxLWUh()$N&z++8p?c8W->I-J`y+l)}9r{YPTE;9;XVP<^meHEer z3~vIxbp5!7GwBl=FxcA~$HB1SR2p6|sJXknznOWOg8!&ssGbPP{alt&oNYuSx|^25 z3VZc=Jrw1izkGk@L7D(CB1NE~giUrsJi%$o9Jo)AD$h8pUSFmXe~Zd>U@rc`?il6O zl&F-aU_)Acm=Qmza>e z5sVo)S0~g}jx=8*11B(;I5DK}L|L3s@7xgmOy1Qw_^|=$bNMBMM`3bk!|Gw7%27Fy zK;tq(cYKy+xkceAN~1E=``GO12R0daqm8P(gx6wS0%Z%3$6`fwoIcWSJAtnaQ)<~F zPlvpwzA$#Vv0ec%?NM5j;L%ZrS^PnpzoX?%Ymga9vHaw zM-jbliZ@pHiUl;oR`x2EJBRnJ|B${G9OHeT*RN|z#YYk5~ROdXRlRjv%6jS?R_QuD~yLM{SAWw8hb8!s7oe)~5uzkM38 zj5D#J#@Dw-XkELf><==X6k_3iP}jKYZ&9BahKzEDSPC3Vc~~w?_svCKNPi-KED@5H zTl}QiRA8WMOnZ|;DkQPUuj*)?H6>BU>|S=zdZs{u_zXfP^x{yY;W^L(+of0pVp@A! zR@&56KBheFJmr2XRk!?&n7hE zi~1bez5%P&28vVe!7Xd4_`ZLy&Ra!c;3;J$D3r1h^3}az=eHG$!Qj%6sL6t|@iPs> zWN1Hr>s&8h3+uALFU+}EmRkxJO9^%5?Ip>rZCm5x^f`W0_pLA(z7eIT2Km#+N!}xuNCk4 z;j+bLB_8x`3&X97Dp>;MDGG|CEHQp%wl9j9me!_6EpOM)t^RDnDqOtNFY;}Su3kzK z^wSsdKOj(q(v-xs*DKVl7$Ouf_78l;xU3@{A$?vg#)*;aLua}G#9ElU-`%0E>|4DbhIO1gTQfW6bLpU^xcojgjx{<*k zIqVbA(NSHDL?tcrn6&jpk~K><<@wGhp}$Gm7#THRU+rO46^+7`e^GnLCmu7;uFU}y zJaX$QN|tpff`g!FtoAqdluvf+L7C5-AMruBfs*Jvx_(X$4u%sE0~$(2yY0gti*OD9 z^sA6u`3uDUI(bf^1&=&`hxu|P40ABv=iaO&0=O?z1$H zSOeix>2#LlIr=VqXbrd7YER;4JMrUIL=ITNB4|B;TS8DTr*0weoY$M|%0JmkuOQo(Qb7`~0J$IEZQG+I=`~jiduW zKi;I&9Rs4$f`WsK$j-6MWy%1%L?3}DDlW!gGC_Fj>(DRq-Z8u-Zt*n}^p&guBBkS( zyWLhY{W4`DNGi}&>DEG#@^U0sq$M^`-gKu#ky}YrYxw|?COqworf{t4ft;cZ$wjnT zQu!{)^NP=TMMf8it`aH!p87ChyfB;)vkpxEgy3rL(n3daS8>|aSy+H{7f93by)L1; z@m?_^_zWYJ#D)x#YHCzBh9T#K4k}TPj61Qb4#9L@Si~O^4wEte{HZHK|JYWes?W2p zTMsyd_P}YCFoZG|9g-6)yqjFxTC0-O@9?s}H4fmga&wuMfeS{0F@}l%*yRggaW2S< zAHaoWjB56uJ2zuV4o852I)6~z*iL6gbuhXlsB}rK{2vE?ng$!H6u<>#q0Vg+ zOzLbh4~RG-+WS=qyCp3-efO*lh7DLBkMdmG(&c*F7KGwh7SNhFVbo)p!Zg3;OqQQ* zyR+Vf>y8{r0VL7rmGhW(`9xkRMRE;X)INf_Mrx;j$}*7*g9AV~K>=3PEcjvYw5CE= zi@f97^)6paC8^SHM8^9Fb8_}%%y)$2ChTtHi^@k@3FCxAEGl#6bWd3}K{}v~{W<8S zko)K-YN)`aKiG!35EqZY#a<(-yG606QvY5m`+?BOHoXGvjTi*oi^1eMiaNcjnNYuV zs-RbG=Py0Zi5oz0N^OVL2tVc!j|)dN7!hIY^P8i2Cs+0iOolmLM&vn1sU?d*JnRFR z23S_Y;Sv_J+$S47ckIf`^f(NEj{^bM=w%RmcuPS%;cu2u0i72zht8dju-%eJd+$9G7 zGSN*BD%SOxP0 zh4EN1wvYoTdX~c&7tz#%S0Ae7=OoMuQHr%xd8hcz3*r{U{s1}JGyJW@e)`f`v+tH2 zFoHCTfX_D3fB#%I!eyY4cTzO5_ycE!Oh$XCS9Dq)7IDw01giF-Mw_1ujR&luS1FtI zgZ#Tk1sB^Cz|k_JFE0n1_ z-9IcC#hhIx>Vc#9+Z69u+#AZd*Gvb{{!SA>8$5~rS zTHC>P0qvrnuv1Rb_g`Ai?*a4^JYt>t5h?aHn!s>KDliaZ)Jttn;{;I@tncJwwJwi* z9q3D!iNUrv4R?yPe!q|``uthw6p4%T`&I{xP`#TJxFHs=Bie)Z;6I+PwvA#_1*@?a zy6TP;uV|?X(y*1;uZ=CtYcyS0m&}o>DhxSOC4?MgbeS!$}mz$lZlD z$uG@ja@tlS;^6r!849cGcm;+pmDGhH-olL2gS5Hl*q6m)GPP2I@tn-|c36lO>&pUq zhsS+Ir!*Uc@KXdkTe5BP`D)Y#=*b;1FFnkBMxviims|E3;7T=Wi>G`HHW?em+PgIN z37Z3BwyV&IuMhm(!)ZR{63VS|RE+cISW~T3{(f~ZBcQy#67CA?13F?`?7AaaU;Hn* zTQ@D-a!#c|^eL51z!#gL2RCm6tj7V3u;W9`IPkwa&RxyjYI`QHC7RW7O{j6*Q5x@( z(CEo-|2Y4=Wof(Isq$>UI#RaLG6P!UPT`zAa7kXU%=(6v%FeEq(^gFh?4eey%szjg z9YD-rm_byegzYCMNaFM;RJAO{b;d4#D>dM+#&1bcR;{}|_95U_ZF;d9!lD4=X58lw z_?YqV*CYLTSIti#WT+<%vKLZUs^&Ft z&v0+NzrfTehI4{MoV;g~K8`^r<$)iVLP$^}KJ;N#315PgpHFm4u|8o&#zh=}B#bef zyD4-AWLqj=G#wT(J+dp-_r*G^IKS^<=jKA(fplddZ_unmKC1w_z2mfeXZ-cR_mMb8 z-k6-NjVo~*@B-9&HtI+BU-MNs-hM?2c~}be62Nc zaum7VwCPA|xIiNT4#$q%3}T^n^ULk91!nX2jZp_+6eob6CW;oeEDsQzK&J`FoY@d? z#Ic=B7ZewuM|x0T_?8s(Hz`6Xg4b4+X>u#;=LB(^GWi*uw^9cV%c;Q-N~vA1me$J6 z)Yyx;Z@*iTYrcJ?^h@H3vX&19)-_6ln2B^*<;$}Ujn*p<_bxXx9=7#W-oY%~X(cqyX&>X4XPQL0%W zDg9lpb9M+;Kn~A#UKo;mcBV7Wuc1K8&I|N#)r0I^!=0F3H2- zYzP24xbU_J_z zGnKc}me-_QA<7fg%xxSjFzqGIs`X1^@Z{F8?8BG{)!5enS=lEWw2wIxk_Q`-q=uQ9 z-sB&2y^Rmd=;xY4H%Z1|BHhPo*rV(SKrAb2-RxMBAqjy^jY)jHQA>s9kbf*zAk6`K z-NdH2r{Q4}8)3gvxW?eeo4t3OJYEm}SU8Iq~J)!h2kI zyJ;NN{|-RmEEV`Kq)#=pr}qZ0cD#0h$6t+VvYQQaayvJ2r9U=SLB z8rioWNm1}ExI%j5NS5Xd>%*_P+&F^q4OosDHx(GtPb6Cz+Mn?Pmy%+iQOtxl{5Gg_ zFCWT|PM;9*Q3XH4jo4YV4WS2g9Clh zj>mA#CNdgv)6Y>v#4EMwHyaxu$a&l3bN`sJOTho&fFvDa+?CQ`w=6& zo_C-O$iYXfF5d5yeS}n)9(;gcUW+CM=>;pwIB!GN+pa0&tTT{RG3QYs%?KZnTGF1^ z;@vtj)!b2AU99{wo~+Abp-P92$+%h&mm*YmYjfh4&`8cO@}Hs*8XWU-NLCm<*MJn& zO=*>Rut3)snc_jShT`;ZP^9kP)C}HDKc^|$&jh6XE0y$LJ`x9Z9;1M_q?L!6et0zs zv9EC!S6^g@E@;;=SUXPeA>oJ5-kB;k$?+}{JTx^3Qf6o8;J8L=@mTOWfgRKA%%c1} zBVm)z*QW&)2+Ynz)J2QkiU9Ygoe7M(9C_HYP0qL%h=XoRf##edYv3X7V(%fCd0G>$ zf+!iN!`S}u_cc)A0!e`2hS!5+&@+4nJn~AtLOcVaD#~=^@RkUSHtptUDkRFHoY<`v zULcMBNjaKT0q;kB$kkmdjn$F4bY^D69g}V5&m$CW@h%#7u-&fXcRE87t$dpR0ZstQ zC`%v_8BYAp_Ab%8zcIsGKj@)B!VW29EC^xV#Fco7Kb{OB%WC!b9ke-czrli?MKo8}+u1?u$wcEUg^-!fVHyro`31#>TdgimN$?Zl8Q{pEkgythx-(ult zFfq0piB8ZJt{*_;>^;sQU}Ps9>@j6HHqPfN6qRSOfn#cq;!M|P8|9hl_N-{3>_b@= zc)LR?Zit1nkmP%td+JO!tBh4clemMOsZ_TmfZE_5SA38kbZcm-9+#i*Df)*G-+9vu zcr}LfR@ERsV;YnN1hgeg*h1!a`lB{%-EmskwbPT@Iuk&f|IqrJVdK>+hU~~rlk<2u zcm(Pz1@AMQ{qG$f7k@j26xFZbIl`pYDbkebJlL$dpuQb1j%iv;lqo}y(L^F1&E8lC zUeEsfPdw4lT%vW@Ol)SN4%>Z)?J!e^P1Y=%2#BVCC1*9fXcevO+EGj8 zM@L8*%PxSl)@W?EGc=Z}<{+G4`N<{vni3l?mutZ+`wGYm5d|LM_G~h30DLUAq5{si zuy>8C(YqO6H}e1)!>uPb%j(*vSh$h)nYcq;a7zw9Y`rGUL+;FsvggH zckiR9njO;t%BA;Pnm4WC6l#>$Zj2@o8#r7lT{((#NxMvqks;Aa2|5fShaP)BRUU8c z<_s=H<6WNZ6x*IZPPNX>L<5yFKlH(2ijJnB8rI`+Jccb?@F#g+7SWB>P1^7pS| z#_l)pQkCFvSfnYWit-EMQo~JSxq0Ir7Iy$eyI@)GqR$CvcpT9yG*l|uO z9YRb!o03^alfV~`w#v2rLZ6}Wpeb0uA`KB6isS<);tYkHPe@7CZ?#?j9r!~>k^?lB zs9!;Mu2_t8DEIFdF{^pK7AFH3#-e~^WLuMhX|5~ZR+EwK4_kj2<8FTgf`3w@1}Mj) z1PNT)?@b(5ZcDK9*XamVYKSLBcLx#EWg+EQB`RSV9As{G$1}gYufkv;u(nS!7(Fk> zm^>6b={{InNSPb*&wO!-YRd~gATVNa$^ zU!;ZrLd-R0XRAwb#-$+;?((z5mv!R}`|&2-Xk!7JyH~xG9pmjg98%phj8MS%$(350Tfo3CB%xE>U)e<1$#O*WF@bh z+F2A9jXc3sl|$R~;IFm_V9Z#bS|p3;^iz!&-u8fQ6BTBA8PupA{=|`ECgG&41PU+H zBo@||+=cTFEW6{N-`tNb8fe0$%#F8-<-4){o)kL*VeJ%VLIHFvjhFzEw{9Yr4mpI0 zv!=`|4H|WCQa-YYP$3LXR^``e?qX8dU6L8tip$p z)ud{~@6Bk1Hv} zoY^YE0%@-fHR=;a`Xi_4AtiYl4gSXs^Mrws!0uFN8buzE%*hfpv}h{E+;$`uTd8;A zIUTnI5Y{Ei@zP3v_|3TnHr8)1Ar-Lwj-jx)=CJu$Ken^%ZwqtR898?)93v2w(oI zT1`Wp!{qK?_Ki0=+$@Wc(%J+k7SxNtU^^+a5LvRb&UoNNq{9B@No*)-DZn zI6M~ZxRiu}Xyti(UH+RcadWGGBX{UJL>FU~Y5EEv$kBgNm4CCxm2kOzMuX_k3y0N* z$u*Y50kW9c!VYIf>x2R-Yyv3zLMFwEvDY%n+l=ec+wtT!5(;fJ+}y5Gnm-o_azfXZ ziGk61t_s6%F7OrV-0=G04f4D99zu{KZVLC}QJ9n_Hq2np$n-4SFP|gWyNl9p5dUF$ z6r&f=g;0gso!zN?4dDx4kr?ywHM47@5>a^mCPQzYJvQjT8kWdA+vA7}HdG#n@0#KM zWul#tQJdoSMNJ?Qw0oBLyjZ}Sy~oT5uh(}s6}@2bz*YyqtPoKhP{xQwMxW^jDOHoG zqWOb-mL%=v0GHNbX7Sfx5-K_A84_M5Px>3M`~@roOy8JC#BH6DUo;`x)4Oa zS3`f?vSWI$g`!c5f#wMh+`525L3By>!HSqk^_55aB^GCw&XLc!4bLq<^H3Zl!`~f% zzcRv!K}0}LMyLH;&K`DFmtE~cZBvP?V^i7E7wkZ;tdhik z46}2M3w3b&+l(=1V!iNIRS%Mb$RP|c$;4n`4YO>H@?jb{QpbaOb%sx#{502L~71azheC)sw~u$6;@H1T3FMaA^wD8Z<;Bsw|7)U=bnC zihtnJ7o=-22-&|%K(flj!BAVU(U>+xBiFzb%-8k8_y@}6Iyv7YMAJGB0XqOt`_9(1 z)q%_Q`0&*oUZ-d9(GY*dh;e=6l9RKNMT9oJS#(Zd?Q$jH`>t)c;qA)7n`cC{!a}FH z>gPo;HB25ljSzP_?>=Yo-XKQ~9q|&~Zq9VIv(0DLva@HdsSB&tRB8yv+|#yKgW(dI z=1FKPMC4pQV26@~$6@Lj#m)e@r*wm&EKj$BZ9H&v3O`)+N_A}XFVNtCFBEr~Bj*OW zJ70kzM)Qs#;OsEgA*}V6rV(;TL;H;Xe5*sy0Fg!mj|*d!jS=!yj2V2fFjivwRht?F z=jh^@I%r`6rpb$-lP6hTGy}ti4GhBgSJ^Dy zv%u&w)5uyYhRWV_?xoQ=5xy(Y3^$h{~D`vd7jQX%q?{IuJU!9ihC44Yy> z9Jn8jt73DOF9r=-lDk4S`^Ir<7RYR2Re|11r6srh)2@Y27%tOzPdSZXao2i!dRf(D zCt!;++Cy8O-(y9sTmb}7Bzr-a2U27+hvCd`TW1?bE71;rk*TY?FMY!@jh9~{r_6_k zntZEH>2jXA`&kG~^C`d2BLr-r-Kq9+15A$=VPOV`)npX?w@qjqB^SH+qfmscU1e1t z(gg>iw6UDvu<KBGHF>F(`gUM(`VNs+u(d=l%P3Y*!9*=m+kN?Acakj zx{;mLnW#RDh1yV>hP50CoQKy-S@C0I*)7~%f zlPKaJc6T+act8MXPtO>Ms74rcfb(x*cedD^2B8rJ@;3U64(>Ic9?1Tkb60XjkxFpK z-X{bcoqbr|dVk|QGS)Un@|K!rfEYC*m>4iZSnKGK_?)RPos%ODWY?hJiME&(!m#Y zZh{34PMAb$Tgzd>#sMwl=r2DyVFjpc+DNE&tl*x&>e}0)-SaU z;~Z`kKW;Ra)QxaO-HXh6vU5iKYfThKOze?WYZkzSWqQ|g50}x3ocLYngK8T`60KZI zc7Pwy$`~n)9VHpU#aH-A0+t)CG{Be!LlU0-`Uh;1Fw|apPt#HujjtQiFKt@UfidA0 zmC430vzpjPMTC0R8XnsV&dy99{t5}7e*I6BDD8{)ck+g=J%`q$rIZdrTlo=kp#wJ~Ypoo%7jiTm@71+}6p@-X)A%2CUz8(II=M=qBfHF{V#xKL z3s>+Lmj=i~GpEm`mRGRop+{V|e)|Ybk1+tfth=nz@Npw%8Y=5%ArYY&a{c@3LIO5b zvqo7?y4q=XCn5rMMvx-D$?X2~qW7@S`}tRhy@v|9CSkL?qE;(o`$5xs&XF~0RQ5cJ zTVq}Of_AXVd+2c}p;E*~iG_DmRy}v{D8L7sFvC@))1_BROQ7Lin(%k#jNPp#C_FTFuhKeol$X^{ge}^C^oY}UVrugespY>_)x#+F+$m^ ztWjeY+4r@i4TzMcQ#_N9yoWC(r08@UsTB`3l)4IeZ}rMCLQLh&Y?uyXLr3F0{=5~X z*DJnPoS1e~Co?b>1k$jh!V&L2;sQt)-JoHqkq$c(APDHZ0lDLPhC3^(03IhP6)~s5 z#3WCeu5*}EyQNR z>NeX944XZ`_~r>fHj~sgi2!@}t(~5_!y=_EXh+Uk78=2SC}_22KMY{z*-O)}zcV-$ zT&72Qfr!^hvHoKiVclW5Isg{!(IMIOS=xVS{}91>Pel++$h;jBa2fHNj8*knM`*Ez zAAd{>W6HD28%u#zG#i7)PNbeL7X!a9cyk!F0kf(O(<$Cf)$YVpsR>bXmYSkxEOc(! zW1X5@b@y3&s=6sAeS+JG2CpC$>m7j_clz$Yy2^k16_OlC*F+Zqn*e-Cq^`rGwZkxx z-Aq(z{ofBW3UHC^X3k$p6PRxvXbfyhvT%N3!n7jX-d2uAZ-nk#&0#^Uu>ZXM&As9)@$g`XaL?CRVl#NxQM z3DQopkJY@?B?PL@i=^eSfAOVZQLx>Dvw#y$d9Jh7{TOXm!a=(6Z=SvOit=agUl63o zcX=ouLc5B-wW9GOrNPp4AYCU69j!4btXwiybUA-`_zk0)~*Y{coC z{Z=PV)(1BDNQzyv6VBFxjNDcyL(wRWSS1BfqMxZi$!$VrW);S2e_CBmF(FfAFXCri zrl8`s^za~zxa<{hdbRn9pK%r)A*)#7fyVIzH(82e4oBqtG!86L#)hSj29j3f;{C`x_ng^}nJ%yI;MlpfE zFdcM%=p%G6?6QL)aRCzAhMH|S?vJMohoh|Zvc+ctbyS>AhH23)$ua)~|Kuu^LI2zL zYW4u_><7dyC@!3DUmcUjGsQtV%%OLjrGfXw757pLyQ!_aJrQXR;_LPzsI zJP8`!d0%L=d;el!)hKu89hlotrRj~~-cFt~bOKiaqAR`(s>k9noYT#jW!xyWF6x@c zW{+@IToYbEe{9F-Kpi8fUjzZc()x{bGd5w^To6rle&>|0sJRuH0iXG0qU6Gv3pLRv zt32WcFeB9f=KyDX+)3Iq|F9^Cm?XublwQ(vQG*Pr`t@$kn$a1L?Ir}z9l2D$h{$AA zyUS2&FlOP0r~Ct*n~kqz`5<8wg(Jh2ppI0i)I*^tf1&K}IWn^sa78N{)9`tq_}h~j z<+djxMCMg6(?P=V;{zXi!gI8UdAH(}G&^RNyhGU<-KqgEq9NW|HeVv)Lnnv2u`?ff z^Rp_jOSPf>)V}~O`j-|r?w-cl)q-8%BeI)){FBfjbJaS7=VrU8S9_bg<605RY7cch zKc;hce}tcPextNboZ4-Bf-{SSsPE931OP%4S1Q|s?c+P~odRJ*Gp^MinIA^*!~dA9 z3zf{01RjzibTHZ}OSUASxG2o&JM@@vsXB-HJpR1GaQ(L5@}A)#mpfw2lf$~ycM`<~ z{6x;>!#It(x=5Yf4UX1y^PJo$??VwiG$*YRfA@u$h5XeI9}t6u2AsI{P7H=;v&;=0 zD`6|e$_8_P^riNHBZl|o8Ig!93r8T4EmP8N){{OH3Ym99IZME*s@Yr%f|NXKitCAo zbS2L=My2}Bd>L)f7|^`@EoZ_B3J?g2y1_miFeoy(;+86Km#1x;&kgIoDm-_?yZnSB zf1yGCrWP~#d0*1~FL^1wf^7w$kdXcA+ZhKk0!}pkN!8}9?r2h+R~)|c^F>0h8RVDd z*TA=@?kw!YdMzc&t5)EP(;q$M9g z<-XRF+Q0Zl@f})|eT9@@9}qPAsp}2Z%SE&z_@_(4|Elq*IW-RUJbEmf9*k4 z`Pis@#AydEX=1E%;kx>z+oG&~#0&T&aq5Z3w!XkIsr7G9TRwWeeVG+^F>IYZTKdl(8R>x+V6?dYDk_R&P9b zs%jpiJmzxqnu1W@dtm$&f<0xle_!bz{MevAE35TxjCTC|u>D^_eYyk4K$g8j2+Mxq z9fvq8R+BCW?8+uKf1L$){L%qnb)pt-c!5KV9Db2sy-ys%3iyf|u&I34JL95hs?UZb zETJ)lrbwGp0pA@FSW@gHqm7)J7T>n`jJ(&tVd=VkS5?MAysD)CD7&L2e?72Rt0mQX zP^t1d^Od5wOv9Fd^o==cQk$=@WiI^oS9IC9x1%4DNEE%MB|zQKJqrd&X)$KeN@Z38 zTLzeJC1=U z1x5@+Kepk~@`2BE&n+(?)DCTznu|^q-CHoU8|i|$C;j5;jOdgn0qnp)=MaBwVLQRd zNhL;u9U&J&LX1{0B)#wxxp%$EgJUUwcpc@TSHwTynG8spF`ph?e>YsD%kJ>O^SXbk$%bw+011tCO8FM%dSwN?BJt~WD;O~YL$m+bh(AMI< z$x9T}sk-D}gh1Q{e-?je+=Y|udFk5?0G)O77T!N)ALJKe9xcQx^d-Qt8`O=dz(%PH zymJE^K>I4{L(60(Mr@ri4h-ptfJnTY7!Ja-BsucuFB?DyVJC595vJQluj!28@!Ocq zL9+1BCdXVc)wlt9j4!m=%j1pmsJd4|IcYcx5@Ugl7VJV3`9EliCakTQ+f>LyJKZFo^Zgnf2sW^ffKv^VLVzc-Tie6G?6IC zCan3{R7hprqK-DKKv3KX0XQy)8r(mM%gO@uRNG`A_a}eS^1*F;S;vboNvjSgt0XJy z9Rl2)Um~fVrZrON=|0%hAx(tQ)=vR8kGA9_Hc^9@dRyt7a3Hwh>;cSX!(reELjMy( z6wwgAe+ilm8|kjE?=e?0V!4-ej+dPO1%ZfviOP&GZ5c;3f0jWVA;1&p=qn(yK(-el zk6&|2rRbA5E1SfeL}~f{Dy3wxHInf;uU3w}F ze+GZ3yj>Sgn2%BLY5vcAqF-J)kDPy*JhF=S`x`=`tfV_N_Q@#cH;skqQiT`CNr0B5 z2<^4)^K8Kxy)fezH0vq^?hOn)kxwc11Z*;hKLi>Fz8b2JQl7X#INP9X30A6kQ^py^ zb^eGfllOr~qrYc{`+kUrSqGul0BYCpf25o* z^VRgg3bt&d4S~bDfWG~)l*fyb6x>wt&V)T$w963i5eD+gB*?=8AX0`F7gP2^LkA_~ zR)=k-(W-9K!8|S^xFO7Y0q}#Mw!cxBrMh3%l>$y$FJ(0ea(%wD&GiixWI|d$AY;d6 zU@qSMbxA8dpny+ILeto`_L{2Af9YT=bNPd;b`PG%z#B=hpL`9e;K`9+kPR!*&B>fI zM<(=t3;hm2+XEJ3G)$v(0|ArY0o9VP+r1oVyd*HEjLQtz3TC67>3_^xV|6cf$$%d3G2)uez7Ep0b znD#&3G;;kZkJD3E(4{P))6^+uHb}okKyUzMHQ3i(PpMr`$a3Ne=#TXRXRfFFWBZr8 zaO0d}wK=5_h9|ZweCrx|Vu0id9FWTP@D6P%P$A7f-}YrLi$OS~f9iR{IO;qai6er* z1z^{AD)B0xA#J?%%n@u0KN{Ln#f&eW%4SZ5H)bmT4`w@I_bz%nW=rTW*ma(S#_blO z$A|&%x4SGd7TRf_0Jr()TIEQMCx)XbJRjcSJ#QHD5-j7@aEdX4>FJQo9S=f5*ZlNF z9g1(A{)jz%ILQj&e?*Wj2XhKlF>zIk#})=f@Nn6Z!rbnpNGkLkCU(xWN26D_aElFo zu7(;1ZXCPfnUXM%Heb_#Ju!OVKis$JfC4vA3Gl4%m?bA>e|T_QX{wkj71 z?UjKfJl8MG0br}s2XL^hP7q3~A>&Lv8U*X62SgE?^Q<@#f317}V>7y1x-{A57P}K@ z4jPSgx6pa4D5#TAH3uQFz{%6YjO5Pj7Qqn`b72yN636j>Hi_U}S-qnNIv*aOLrex3#_Eq({YO4dU{p*34w`#n-F+MfCE#eS zOr=f+4>UIlmOom9e6TKF6$O;eVlt^}Csb>otg9&84gkE>T=Yaosk;jYBW&f3ndpcj)RWNJ@A}^4nTsEkFGa z3+UoGe`_Sw`*C8Ps6Dm}lpdRcv=N4+y^i-p96oCv#M@{6@`yUfgX!dRz52*utkjCq z&pc4MT17!#BfY?u-_{BZfpzod=}cWDuotnb#3%2d_5+NBcHdSR7dD`m-pfBnt$V#* zb_U6!e^bkYK4(Ooql9n%4KzS)K@&Et=wFJgp>xc=-B8va0|OPThQs-$T^@@%dOkce zy8??6A6yC!h;tGUB8Vd}{|aoM{Mguv6+nuKTe{n&nH-bz=0_&zRk-*MOS6pG-l$+H zY=Fl&r`;_BP-uwor6|LZmWF96v>NrqWoK6pf0IMjo*Hc%;~uRXHrwGgd~Fd!j=QRp zh_&2kT|uC$ZLw+A+;<^{adruoP@wTG#cT%ZKH&n~3%XRu6_W0VGXOAOjku@!@?EC= zFQ6kGrh5eWWXJXLuiceL27qw4;oi^Vn&sEJfX}PT>11^Y`t%(}=$^V?5D$icZnJaU ze;8w^WO9HE@j9`DMjEStWGaOmH24(TivRHiwgxr?aDx#W15e+%o^pM+toO*Q*=A7>$IA<(;w9unq9STMb& zOAq;YgtZCo9^r6FUC4BqbbL^>k^u2L8+J~&W%32$YqIPX*nS|kK{Tcs#i-rnrrEg& z?k>f*DpV?IGJ<%5VN%4xr#!J_n5|Ftfs&FO#JejEuy~~G1GR!)44OV~?hl;#e^mZd z`)l1w4284E2w+DZH(i8KjT<<%%pxY$?4oUjUq`b`aDfN*!6Upwc=epZdxKn^5df~> zW_9G7U0L-Y=1Xg^T@`z80xAulb;F7|_qJjGY!XbwF27v0K6ZMw)t8PIaeij$yy%=R z7PaEQn=HCak0I>*Ilk>uIEndRFGCUk##-VSZvb$3b zYr%b%h^U{AevEvwFgK0cDU!5#M1(EWN#2qJ2Pm7HrVuW?FrSIs`c@#ogb>bP#yX$X{p{n zD3WC{s?mHK=ZJq^8ouice|<2S?gngJJ*65(uyb4q0F*ehFx3gtY3YOaiAy>YwG5XaJ#a&{R zFwkn~Gh;Qx(!_S{&Gi;KG|AZrAKdUjBDXPl2M{GfHO17ZvPRR+E2}$_!-i^ z3#3dg_M>4!{-?Xd5&wEa+sccObRq#tlGdS|L#&xeA5tjO4-Qu=f1+2b!z|te-*nsGu@F zS>Z3Akt{Q1SoW{1iEvYYUxp6;TxOPs7&!yl20j10-;pTvb{}H+%En3*G{a`G65A^$ zdH=uNKU>r2kHoQ#NT@yVfIP623hpMs$u4C%eJ2f#E|uD}eITkkQe#G*^xYyr18f8%T=PeaWQmLj4f;X}!5n)yi5Bga z$I-7Ng0fs1?oWTy#7f8(x%ocsF!a|5%*(6olSwhL4+8)v_|xqJTo<>u)TeT~oaqS+ zT=LWj*582Ve^`|}xZ5#!#)+u#;H1wD8Nf|>FOf;9ni^iA8}tQ+LH}}C^N78XzE^HV zrN9)YtuuH?4W}v99{!OR166jShrOoSCkFWvsy}Ho=%n$f`t5lP=)|M&Nve)n8R;S3 zVuI*b`eVaDP#0p@fJLCxe`X_=RHVT^MDEvFAPr_lf6B08_Rm&of!QY(6{=Bh<*Ues zg4wJh#F|ffA0p^|9^r^yqE$w{I=&Mvq#W1u2+zp!%k81jM|i!!q)jq)s0k#Hu{&~auDdHs zXf$;q4C}!KdOO%NXxdgG&_+Lld6fKSm;M00e<(=_$5DWeI6Uyv zvudh8L=J@pOxkU1&2rip)mbxQo9IIfiVwArmU}WIlwlUih9x~Fb(Ne31%+InOeOXR z;*6IBZH$6^rgLiZzW;7`bFD2AO&*z4b)*KBRGgbs20s*7?nW~8#6x0rc^%a{!0M3! zf9Es%$YFjL9XnHOT)FyNWKQ$zCVWn(Xi0fWeVc)(4#!m@+)0uVk!UPGS*0>ajd#;@ zC`Is{GU&Jo$ban$3$go_F*3M?oUe-^ZSWN!T-4N1t!2Xqt`2G*n64A15hOo{=y#wz z95J(MGX$@z=`q4koAVhnB*;Q(IlFBt0S<>7cLSFjcLWrF#RHOH(Up8Y`6p9NBmK?> z+iKhA+YtOr#}si=;#l=w^BGgeRvxZF2ygMGLszl}v% znF1CEMv~@brykP5lix@!RG%#rwTT^Hxm#EoWkw^YlBpJxfsg9+1~z?l>-&kUZHy<% zyT*$^OwX5p2F=wF;9=x7uob3aN2E*yXwA*hTPj+O?%00`DdN+XT^zCU`XNNQl7?qu&QZY2Sm8N2Xl4pwtTn_1m;9La?UiNm}8fS>LZre^$0kF z7VKl?MgjV|<_Tae$W|-fwdk~y?7BKM(@mzrXRvU8HxJovgY@r&O-`xnzunjx2Sqjv zh2<9GfIl-ay*i$hq6lWoK08ngjYrU$~Egn4!kRhNb5~(+}aE<1E#=EsoKVj(z<%?MxVvoC5-%$X`q3DDnEb zWF%dG4KptS71je*@{V2;ct$mE^Dic~Q#=c%z}Iwcp`S5z zo!B*VX3TtfvUT=2b0%5r^r$2mDqrg_Jg~j>fgq~g{EFvvasT{L^bR$Ivb)k`Dp~@zw^n6~%qg?RQRco$i z8&X<2?tR|aF}K?XvJplsWMfD7F(fE}y3wc-S+|=ugJkTdNRkO;RmVC4q|d$({ihl5 z)S+hol#nw^>vLs=;G>YRGPzV!Px?_JjHDMe%N4vDP0PR(JU`DCwJCZIC~KbIRE{x! zP28aD9RoDZsPyrIkcQzfn+er6;xJ--)|_W-efyNKQ0$><6_Bu*=HWKEgX2h?`rr_J z@Nxp1DvBWe-IMQewD=eh5!Ce>432klafROMckkWQaN+jJY<07wc0Tk~<4_9Y@q>71vCmUulWd&%%UM1>AWN5gRPR>Qr+`Ob9 z&v^wegHx0|`wvV_0NqQ|fHHPctlr?xLWb6+&UZ#7j$)(ZOVz#HD-~NF^UN-&3-GxD!@l zw}}+tb4QuzQUH>1t)M^?hLR@Q z%~(FB0o6Gm6D~D30$L9fMF~amG$Z}kqku&W%dZG1&&z>~-0Rn&+*8td!cz;R_Y{%m z`z9X0V4Q%3UE*)ajIAjh@r28N-$*6076RN8R#ZZkjcp`dH%6|wrbwBFzYCsn_8979%-Pn{DEZPm2%Hw7Pm5v-_%tE5{w?4sa)RLo=m2XBE0s2;4KJtT zxJNQJv`KRg{pj0H$f~z`R|H=b^nH0QFFIB-RF@n0Hf6kj0WTXv6nZRnCADC=PoPC! z=iXa?%nXI!+AJBDUe8Fql^cs9V`VKzFH-X-&lbhYq~Jm^o&fU!da1k@yzsS{C{AWzXQMCg!|h~^Th^)ekUoZ_f>A8E^wI3X0u zw*Rkfu_RunDH-3KgRAkOH`c*2F}4fBELH4(h-M}byr#5y>#a%yF3Q`E_0Q1B6fHR4 z%H_Y!oW!r@X%-F57*|Xb%lDv`o@^f*xqU*e@3gUMPKd+w-iP+Xx~mr+(wO2^0RgKo z?Wia^Q{LxfP8O_-9DRC7Pt8#k2q`3I1}#O?Z$jro$I_n$U9S)BvL#t{`Pak+f33e>g7tcQ@|gqU{@X5^vP z)qcKkSajIH<7q$HzA~jBgE{cts^*-3yxjd{rd~UrWH9ODv2?Ls^+ysdfxSn zQB;5RlzC{Fg<+`oq~!`gz_y&(B-1$%DR-i}@`ahOsyMY~8-1tg5s=DG(=|Q<0*PfwpH!={lZ?9PDxDe@Tx3B(R5aXR+h?&694ihjUmsHit*hI z(Ws|`tTA1PtgLzc%3;xMl&PtI1RRMS_IN2?PA&_0PLwU9wX+u$4FPE4I_eliuwD(P zQ?*_u9);Z5&Q41!A{#f$wks+oZlY;DZ_>I_OAyV!~i%?>aSiz^;Fv>yjLB6^s<30_^jCy ze)FS}#FL0!)g_HwRSf z-LKT;B(9;0!=y*h+CT->D8}(qJP}FJs=Wz4IywF5Z{vy>6f%V<)&^z`kUlg{|4*lI ziQ~f@MZl>Yt>xrha=@f15*i#sj3UQ-=fzAyt4IiwYzQ(8wlZsfS`${a3tr4>y)S^u z@m8W8t$rq}BWb@-E%ivMQ(a}!>RwG1iQm?D83a3IGN^^7z27(XM9CO@iq2U|p4VYn zmJv&`66MpOlP1A}$Z4ufJ@YZBrGIzS*E>A!&8!1nwDl7~c@_P^4+9UpoXfBi3}$Ej zw`PzS;NNCVvndRJ_&%j0C4XZL`Be|g#&}Nw^xtk_jTQ+%bFcV~p@hz9f@}~={MHsw zcxD{14n~XLuS}!$)a>1UNt{EOk-a|)VF6~CU-VkAvh^dmP6j%OeV(K6bR_XfXpwI< z@vY>MKE9rNnqQ19(d7>)u&pip6^KcN>Io~VPG&-Y(jl#V&MRKe&Q-KDvLofR z34k4fPu!FNFgH*47U$_E!@1JvcxO~CD!wpP8iNFJfKjyD8RVf~(G`+x8`JmS@0{vOr?(k+ z5+7y|Bit*O+G%Y#A;{j@#ooO`vBZ9!^FDpowW#Om4i^xrEhIXd-D%I*TG_X`4&OI* zJ#i@1zTe2XK=&czAblOqY{XlmkJkC>SUOmp@e*2p5K&;mMWPYLY=RT%Zxt(^GQU7A zCy?EZM0Tx)UJhOsWCegwbgH_mi4yWM62-2ghf+odhFlLk=QMOddcog$Ip@ z157J_{uL3qsOX>W7?)>I30aG?y?oxAhfi9=2b2A&?@s#2?j8l2uQOcqq%}%+Nj6Y zPzu9YRox3fL7&la-@}0qBY+^F&;oS^Y{gm@bZ<`O>fgA&8rnutx-)hN@!Q0d^qQ>9Pl$%4jCnh2ni!; z{a7avZh6V3CMD?p!vVw9aX205&A<8?LGlH<^5aGtGS~yc z=o70e_j6X(Ip69T0&F7VbRf*%?N^T@fDQltR}5(cqALsktq*Q^=F+pqJSJ^_DmRmr z?h+V?S`YKXkM;nvBa0j0xyZcd>4i0yDP4+?)?){!3IydkwWfQNBRd}sbKxT{myLJe zOy0%x2Vw<6DY8zd90B^U0q>`1-L&?i`m!SDTEUsn`hC~4ljSI0DB&hS%3Bszy!kE0 zRYxua^85vY4U>b7s!{-$n#st2djDUX$);K!(!PfBHycRFkU^se((MDCs}LGrPW#hB z-;A7M-W1Ney4gNzsCqBK&@(9&FW^WdDNvT!Gbi|ZGTgWP-=E}7F4;Fq_(9y4Gl?`K z9nD|hJX(DcYbzZKi()2uJ*o2~4@XOIw10H<4SMM%=n?*Fi0vsDp6YXd`$8Sc_d{nm z&uu*R&6uyws={wN7GKju^1Q~D9bRGs2_D(CEY4)BLy$INJ8xzVU#W`%8gY*3KAr(7 z$!!8h!|6iEcY)fp!n{)f4x|?8q(^+0D0+KT8M7DQi}^6>hJ@8z|wPzJ-WfJgpwGzp{Zs$fj1+ywe5Fq%N zH1f16jgDFk#)F{lzf~h`f)o^+@(+LPEuyfwUStI7I$g5%J_@1INZ=!0VD$JK*%rLl z$X2>c&A5oKy*K242~J(K69#jvW*Ekn^Z3w9>luH59j?fwSeZ(H=e}Uj!W2-Tce}7= z=>{VUKS?<4Fe4}A^VuUk1}A$C_^BU5BT#Ghj}~^RkIqU#vPQ5`jHnLo5NS&!ILo@( z6~-JnZ@6J7y-48xSW|OY`|ng<_rfH`0Wd8)i}-fux+8b@Z1scvHXGl!xwC3X>`krW zt{4h~w{xMJMsMwZ3_5`#kIbg6`9cV$~(Zw7oiYk$sDb9a?Fa*)ox-B^UpwX200J7*K zO%#HbrPjeuD#W1Y@-%K5uN;X#yz64trd)+Brz zxv|~ZJZA-sa(Yueb5f)^&_HGFC?0*TghlQev4G00)$z>X-V7s3d2#+U`?Kp%d9|&M zvSfWc3WL81(Pci9R14PMq4p?bEOso!YFf??D(yWEb;24hrjW%o;`loK)<@c4vJ4H6 z%Ex?vt`+MzW`dXn+}~IaslXIiGpn;IWP}Hfqdim?j$H11%L#$60un3Piioe?nxE<@ zvLekj=Jlz6!4nyhs`hY760iEtK#kV@S`osC0ECF#i~y@xyhvyr&%| z)gu?mAQm3hn6aXiL-5*WbR#GZANwE7oGV#Fz6BHAppXgUEo_yLHGK>}YH;pDb3Fx( z)Gd9E`L+>BbBYQ^@v~3SAF!yu#6`vQcp6RU&IszZ`ponbdcnyhQr}1l6%hl}7Q1_Y zCALwUgsW2QlBWGS$_or3%hz5CJY<=j1#u{|Cp}D2Et5Sp@T&OPs zdzYX4`UOm|2ZXp#=kB) zKP?k0WTCsJN*moyR0I-8_Yd;(?Oz6>arQw00VHMsKQFC ztYMcTgwQVtshVO5@Rf$SC-W6(d!UTeDYX-4KbD^|9dXmqaNh|^`9zuAQ8rl5+Y{jTDHca)<%i${Ssf>pzky=FO?$W1rBC^bSkf#3WZlK zBmu(;k=m8h>?j_pDUjD%MN-Y_smzMRtSapG-I7arU`seiXKl$G_}<~O-NJua4tQwveXwpg4|rm!6>qO*+O z?<36O+~0V%^{pl5@!`aORW}0{X>Lk?t=kSIc}IHz=YCN>BE6~P-T@wR@|O%ypK&X( zYK?WD5WH}c2;TnOJ$AJta$+R4c1lkR*{KS8Kl2pdHw}#KFpNvFu)9#`ls1nIm9}4L zBFa7*Jj&u{#ZWK^##X$m+-ox~F6mX}FzmlWUvs}}1NXJjbTHa~x_J2o$mngEG&@&X zbPG8+OSzR~ETayR`aQ3~ zRx3^2?l4M+=$lY~%obk$8-3rFrhbT+h@;?H-)M%sOSj!8>`>kWPttAs%5wUgbF0A8PyA%kMQHSLNaZIvJ}110=n;T>wr zoP9G(LF6wPCeQc6NRLYzBUDxeBADMyPWSdQOD7chxdz*R3ZDbb{R#wKKw0J%Zwfj@jj2w{*8tyb|~HZ%>~6f?KgYg z4$3BWGz;S-x*YW3Y(M>Yr{Men^jBw0)RUCd3QPUHGbkI29l4_}C;2welp(z$Z}_e?b6vg~^l-(DE@TON5B%#%4>5p<<8i>2U#vIpczfn~J= zBEA`aC7gT%))MO$8$&_;+9c1@fs_YfxY(WEnl7%YX&i5$Lu)Y(8*_7K88FG_{g`!1 z(3P9ZDQU7X^eecU>wjWI&>*y>Lqr@_3OGO{=-xL7)y7A)Ksts(L!>_#M{wQR%?v2r zNAJmuEebQ>1Sa{lDurz?A%pQ7cAUuzEFZUjH+on}tVUev?5aYx?j9P zi~@3&b+m$0Q+JdtwPC)l8y_YPkA21L&$a8AYr<+qtVPr!bs_WH8HgRw!AwPF?-T6< z?O~YqO7y|d)kjwg)VQu|kL*gh+QMnYyDO}Ki7#1$&t7QofKpXYZ}0=N+NTo;jUsq| zt8b7ki?|BkVY&-{r2EdsK}YNUce+iWoZ#=Zy(#|3rDQJRi@#5y5M(BgnA?4 z|Fq7p6m`gh5Aow7?sj5)f9^gKI)N$vOAFcYy zo5KsZCKi>#ts@!I9zY*hBMj)+KB>9kdcKDaSYSaFdb;RbrJL4tJbHRF;lWA559LZ^?p%L(Yv3FkN4>NWdJAe) z1129)H%`6dwWHO9)~vm$IqA)}vLS$A+}%uRMYuQ)5U3+8_>m zBPq!fS1riDDyzOMPe$A!Pq!_99Prh#j-aH-d*If|zY@fvQS}OzdrYpeuqYw6mWFr? zkLQ7(LTZLg^aj|gY!y~Bb2JdZ<3J}P+W)2;@f=xeL+|%*b^Mv~J?~o8aT>5uA~G#g z9FPw$2KV8cpG45!5kvA$4;bn{Ug`7Ik}k{UaPVxcN$17elwG5&Yp~9LaSa|?KM&sp zPH_x4BS{D#_!Ebi#-5KlCVqPT%7F;MB9nP5h)yaFuE#2{`v3yWxo|YHEF1u+WDxZn zeD+iM0lFa6{MPq!GffMGOYI5nsq!bhj#*bhAGU0>)d79=*scN>Jkoc0LUB@~RK^!G zBd}<@z@Um$)ikJ%maWl$`-{$mPP)Cm_fcyMifL^N>Z`L9sTjI)8tq4PbYTBq%X8n0 zoIo{Bx(}Vj0c@8aE^rH5dqZhftV^W926Nr5dUL6@6pep%+vP0H>^YMGCH4!lV$3u1 zcnt-?wCy?lby6U;0-3s^c}^UDr9w*xe5Ex>a(&0?hDcg8?A?cdvj9o)*dNKUV;~y+ z8Sr`iDW@)@JfOUKp~q>ac;@gO&zZQyocRK6RC8(Guoe1FFyBlERXL-S0eempW!CDh zl*TX?-JpA7l=0w%k#H2=4{)f9d}{~swJ4C!$s!z#pYoAQi!VA0!aB z<@+Sl%Jx-!62mrss>MXteI5`?3ALi`WCnCpmJxYo#3tI|0Mprb5V;f>uYiD)zJzO} zuE<8hT#ER?9St*lx6a`5H0A{~&Q^lkj!VG-r1r||_v;`mIk-iu2_px$F`%OAOv`_1XFZC5dck{Kmk8d?91s(Knw4gbibPI-l)0)FWfGnz6>MbOe7S+a zmkcMc>4=rX9-xBph-O7@>mj5*%l#3JsBHv0>*B@0hgTt%Vd-zjWzPG7({rC@q65Hq zlj@P^|1VRy=3+EMT;n0IL7YGwmmZ2|9AhV5s}kq!z07|_$OyP!(!1HYR16#vJF!z! z0!$(Ir^L>G;RkL>Sy2*^%|##xaS4L{74Bvr#1Y;Uwsd^JsEo*XLci3zQR#@#K-Nor zR6Nx@yjr6JMp}|QddSni4;D&es1ygGMk7D%hU5VJ$MzzGs|?HxzdPsD5X8$S!Pane zF%ZU7V~KZc7q<)62+_PO4qS&KNzF8iL8+Ny#JD|w$gcUaNT97)?Wq080Wsfod1wz7 z2`Tpv8^K2w+f`_fL)WT9MD42sfWJ|2m&w)U82+&>4Rv%csjl+Ef7?+G!oP_TEYB; z-?3^oV0&G7{srJ6jzhmS%?mNEbkQKnlx(7ZjIv*-ZXCQXH*zuqyxsYO`B<0)bWIS( zV)!jWEt5H>e?lOr0jr{q*NITbL4&CP6WimM`WpoT`W0*u`kON zo4YxfVjDc~L-WX*d&9wA_(q&bPKAP$%xfUG)L*{^);THx+SqB<47C@n|}>Tv3R zn^eVdfw-iJcdAkEE+;+yd-asbkq18x?z$oBbTpZyZi~4dwx!gfO{1ckn{M;~MzN`N zt7S1CGgBjfFpto7is7~xql^H1s`BG@%cw;Tt?aKJXor>>p<>Cq;+uf}KD<>KN(gbz z6>OI@8==!YiBE!%ilNs7$6Hkq&6#6=WfBWV9nM|bg|YjErgGrp-oO8%X%dCA2WIbs zWfB|5&L8vqK4_ZN7!{_+h8ttDON*y0@Ae~m4b1jeG(f}j(yp7SWPkaZ*PqvdXy_7^ zGWG-k09)vPAtE!`(G$@DS4&ZHTCPUY0&efyb+T<1VWCp~ln4meEWQH8j*+Z?v+C@X z+%`bGe_XhigkT6n@=t*dFm%Ym^c^2)(aV}YYU6;6Vo{)lTG`{L`+)7~>9lOf&|LI3 zm=CTMkjcC54s~}u+wP^cPe_R!h}G(%#l)x$4DXP9fGX=7i*{0uZFg z?I)ol?Y$8;#Vt<^nGl&U2sRjhQMdnW6zH2E4^V6*9qAh=4?BqSS;}Vm@Yx1~4%DkO z%wUegwZ-j;S?=cN>E11S{-EUgNp$=@?b9X7Wn$a;@r1^iGb_RtECj}`jzP-w;;9D)+)Luh{~sbei7eo7vk%%3U~UtOliB=1#x!XB#3N|{s`%GDR;6}+=0(F zT`<9kfP>-hvr=AH=*=A}7Hbcw4;^ut6Uh1LJ7^PpYPMIN{VZzwd}%&z@8(NKWH}Zj z7etmc7nIX$j!yliX3>)Tr7xzE4aG^Lsf)^^0zpB>Je^7YRC^1fe??~6gv8r0!V6uU zoy;*c%sYt(@YTu(Cj%<{-A3vg>ZrG&U@6bDMHf*^!Vau{E%vQ$;`;Sh9*PMs33QLh z!TfwcunWfH{uvH`t-KXsrzZ}q{Mbr}N?mereGM4|@D=m#qn%f6CM`l%UooHh9w$rkWs8`MbV%>pK)nEj2Q<=KYRHb=Vjt<)!fHr#ir&95{&B9X%4F#%p= zrKFjth6EJ3Po~cb{*1~S!byM6@Dt=~&RLkDCOn;Z+y7%Wr&qm7ZD0T?e!brnQDc+U zFo=*F(KiD#(;Hk^CHyZ-EE|9?HcN7Q;B7i+ zm8a#q3yczf52ud*t`+9wgR4CjE}%mM-&qnx+V_K;h8rS}tICyNFuDtcujOnqU4IdM z3=92{+{s_05=?#_)DB1X(waZI9R%Va{P@pipDXWJYo_{kD?zjOhL@4slZtla)uAO%xbeM`^o>ya(hoV~%xjK6YubiuhkQwM;g zLMADHJLM7OF>W^&H;QOIh&Bul!^DB3AU^{6n_V+N1bs4P!7vurIbyaUAc<>|yoIC< zL>RrQ{at|?jF-!sm|8jkd8-l@_mRr=`?wwm9}QiN-j)t{;cOisSkpzr;2@4i>3$+U zS+uDJBA;kgQ&i}#c`JL=oiFB$$f7y4G*3-`7mS?)esmnoo_Tp7F1Qjimu)Pstm$yo zYNshR=GJYq4a~MIRZ}sXj6KlUsMHmMfF!%Zb~x+zH2JrTC65nJMXDYNr}L zO@)qy2pQI4FM)lriA0$LUJ;AdqH64ACZmadZzh*fm-rgI3 zF^6-k1YQInO(L<@7#M^)jh$}m0m(|ZV6O$p3p`0w&&zo^Z;Z)o4?9j;;!nG zv=wt3eQg)Xk-n70{NdYhcrvi0b&o%yYSU7Pe-W!So3#MqiZYp@coPz46ytzejn&sV z(hQaT_DG8zkBNsXn8OcPIG$PO)M5${#o80IvK^70fFC>`bKLWRZY`S`?X@MTfzQOv za4h$9TS>yjEcrjR7Mu1>Hb5L=WZuw#OcoZ-3|Mi`E;yXe$J56zZ7zSZ1%x=RJiui8 zfBWGssE=$Nr*bhh*)Ss`e8n|&WLI@Ag^CSdkNTCGD3b*cxOjC6`;0B6IQ)n=m)(6f z!U$tWfv{W~Kps~A+FpsMQ2enU33$?QfMasYHF5KJCjeB81J1ENf34-GR(D0V4Y66)qK0vvB*_A#ZJs^5qo8%7 zc>GBs88->#pdKtc0`k;&b)(=>zf$1lzDb5=7xSdm-XV5Vg7FfzlEu2e9=9LMisY%g z_M#9LH#P8Um4c3{kKs+u#3stUX*qT^7$sY)hD{zHyu#hl@K6{a5q`bnb3~MLe|O%M zf+@jm;1-vko4QHt$U~TSCSOU;5>@JETzsx=%5A4u*No|lY7H{$0b>?GXzg4RKJmrj z?rFQ%)DBja z*0%!#Gu6Ogu|2%+J69mO)7>u!e{#)`F}eEv#DphwXe~K7SKcfn>FwaRj)@Wz!fHZ4 z?G9$sF^Z-tlc$G|}=vE&aTHWTV#j z0jgQwz=I$bqwRog!d-&r*@a;q`&zbo(gFytwIR#ynj1N5ZgJUOvMPGUhT<$vc= z9aN>^T=$8jfOewODD6{Rf9qQNY3i7$YCvy%8tAmSKFQ4AG-@r^qEQPmg`KjbJ*?9H z2p6-KJN1;QEOzy6taEDFFM#(09U~7;_~r4*u${a6yv3Le03g1mE>V{%2P@n_BHCR4 zkKRJO^M}lY+~d{>3Cw%GadjvO3TZ`BT`q>JxObxutBz@}!SJ2ie;6=k09#&^1_ka> ztt4G^E#nOMuJdNg<||<=#4o^d5zdg>3aO)lkCRIjdJq39>dwJ(6L8GXzwV#rt9e_W z#RTumBcCPG?o$nRF(9Zjxc}XH$hhbWM3%Ge4uQQL5^lnwZ2d0Gl<6S~J%};=%(@z?mO`%V zZ=sa`LX;HK@lg*g>L&D0l?)`BL^3|sU#gV=qJNQzc{DaxmEadw0aqrqWfGft$cpPh zKv6Q(*f#d#k&&g3B(L!%kM|sw>7hOG$qVT5bC^wrtn_f0e{Uqjie$$Ww}-OqjgxHw zEajBvF-`{tMD;@M2_uVRI!G~D_-M0rI%o85xA`Y2(H+KewK8&NQGU`aBD}E$3n}q4 zDblYt_DLjt)o)=Bk$;M|=KU*v=w=%7$={6Q!~v{77tYCck5owgN5=CN1Au5>@9?K- zbV*oEVT$-08T?48NBW8e9f;5>v8M2 zf(=FIeKPJ%Vw_r5dVERl0XCs0zA?|!39X1roI;>)e`%Hu$c{D;{M#X=TEgZ<00FF6 zSz9C{-0Yux0FhEcm==nPW_S6NJPIv=`ag-HUna-G4;%Umb)h!m3Q_1kc8 ztJ)RHf;{=JjSVHUCQ5zy;N@l(2}^B7@EeLov~K7Rw$%;;hpVPnW>7JU3lNlCT54*E zVnLPP3V%aOvDN#A0D>S6*R5Rd1nf0lsxTmw6?>;`2G*ajTBdqa~HtyA(< zQG~?&raU(zXJC_}`hG(lHJDcgG_e!zEuOI)r!kzn8VwVGIoW94)QL=Was{eGw$4t_ zq~P||ZkUi4@U}3DBg1UmpC{pdVU{l@(uCFInQJ&3;tcUC>7qCrpZvBr-$?P{*?o8$ ze?(~ITL{%YaGYiAUWuij2{tUj1^74OUnl(|tgZ4D-+9KFs zwt_D6eYq&lNMS>yD3L49k&ul>Z@l(af0b7YAU6~#D_P`l58^R|jFfsJ;0DNF?j>d{uRXzg$pkH0oq>3okg1Df5ySv z7tWuq3QF^>H|rW~LZH&CYDE+hm1PsJWYcSQ@oL5El*ggU;@zEh)*}eR`h9t-Ef^Va zuG_%pp;M&9)}kkyhmMYx7K?_|_%ejn8<%RaUSGDs`AhqKlAj6g1RoIu#>tWHAskVlWnE>Jz5z)$bZb`XXruY!db>TkuZa7 z3Ny9{r*i2bMg&{Q6|%tSsf^l91tQEl%uUu)Hm<-54xSeZ(6?SbUuqOte|R7)W5SAp zZf;uXjR)4mb!pz7$=ML(6?!CUuxNi-90MFS6f34;m5%pUcDg`;h2}BR@g`{^5-*Qd zURChXvMS{H=p46?1S=)D$KEQ5T?=X6dNr4MC!JlUvW*JJ`$n~Ua6oZgA?;EJsCi$@ zlj>scqw4OH056QYKsL2ofB)31gRAv9N}YzMFxRbUK+a%7;k> z#H*b2;PD+g+6z=$e+84>gq7{?@hoe23|?kjwB6|>ufa2P%_15A@J52?Uii2EiIX#a zRABmdTqov?`-f)bRT{5dMIep>F^BZg14#5BmA7@{JgIX(f>VsQzumk&q^UxvXvjww z(oBRCQL6p{>p`QPoHrh>7l40P>%l1xkJ80o-2vLe8Z_a=s}ht(bAz-nRs_2O4`4Re*z5^? zMf603;p~W88kE7{%jq{0LTg1w^=%G;C{&-cL838P_!lFyyTc8CIOjy7En(*FQ5&;# z<2%7Y#CnuqGc!1f|_1^>OegYW*rhNaR-58#E0W70@ zAc-QR39D{+aF-N|YI^(WS}D>K02ohw;Zf0SiObi|0;_D{S++!UCAi|53I zGzv^mKq9>--ii*n^W3#-4IC=JW;o6NN3J&D-91$RhjE9r~lWbV) z&_O=LlESJjn8Oo+eeo6ohk9Busgf5KfOIocRusHN5VG6oK*LSj*Xf(f8QR2LCjV0F zc?Jm-fAX(qIoz}nCmX3(7Rx)Do#9%D&!{)?jpc$0u7$rIc`=alM-#RJXZmA(dyR*m zwI}0pNmdd9To5|=Hs~}W(obz-nogbD^&GeNasCBPi2oWpHa%170s%#?vQw8Dvch8o zgF<^MlanL1yM)4U7%sU>+MPcOyz;=dQf93w5SFx|C#HAU9%?AMEvXSW*-0xC* zf{v@Kct9$+9#Lw@=V#p?rLj4=)}rC(Y%e9drdy8_N;IED-S93e5sx^R^wvHmVJIU5 z&nUv$J*aOm_(u5=u6ObbIi$GU90)7xqUMyV43keQk{<4;3L)#%TG5n-={&>pnpS1# ze<_EA*Fxm!pU7A$aM@8#@XlP>7qsk1`n7GyJu>)>mJgVlQR30Jf0M8BsuyY5%?b*i z5`B@phG%1&eq*IgY!wm=d$uXY3l=z=krg!*HqVg2fR1KoCj{tWM-d@pKqq&3l}8X` zlS68cjdys^fr+O1jvZ5m7MrMdw8r3Ye-|ZTF68Vngd|EzW4pWSs>8MkX_}0r!3SIX zPJg$p1^NRZt|5LR-R8Js=}adv!Bim>2R1F!ny6}eYDuFRm@6tfn+QYiwSHq7WYMGq zM7N8?1%Wp98AN)th;Bmh`-}uIbt=}oMZLm zi$-z@z%!>qkgr4;%mfa1Anl-mAz0Jh(?Sun|Ca8l zYuK@0sB4hGY>WHe-3^M(V1$~Oe-WrXCiRAX)A!CUW`zNEDIv@tyV#gk6Wj*bg!FZD`Fn#&t(-WecG#e4mkq|7~~ z$&?x`+Iz?%e)g~%69bk*){i^}#HCQrDAf@MON?41f7~K4ifs`fl{HmH$jTJGec-bB z5rsSU9Bn3rCx(u)`i%wudEO6S187>Zz|qBr@s#M|FiZ?1F+#gse+Rb_<*M=~gEayM zc6{0vcjszUF*(Y;96i-(v&dY>!c@!&!3O>ujs}QTB=L;-oGe{Po&@z57uvVk1tO5K zCQN)2{PU(3s0!)50C5lmFqX?--hc;FDW*GnT@*{!pb_X2*~eiUZjSa^j{(hTIHa>b zIeq#KYg1cag9-eDfAexiLA858A44f?w~mFg15l(fd4zAnaAu4zK1=tQ-euVLYT+sT z1Ay*2cgz~^7fI$9rMwNbi>T0v2o{$wESe~m-w3nf7AKiymM)RUvmFiDcGZvRk&-tU z1vjiPgRk~^FP&eP5a`p`Besa;X%RS67^C z9li&5|3k*FIISyAt>eqLZhWNr2EiG)V;PLMAVY~>K7KRkW;K&E-v$}Df0g!w5L##A zFU*wmGy&v81H^SO)uLvyE7Inolm=)mKv^mic+U(Z*+&42@ha3KCnxtYXI}K@AJW#- zanM$3OGY*3fAx+dCFdfobqNznpQiCQ!9yX8^~qo!n%&)bw_B@}#-MswxdsMiva$^Z zOIp3nw~T92gi=a18Gms!gG+_-fFCWrNmjOH64xItyid1g!oX{@*=4H6`e+pH$;wMN zc>$iX)p+4bdAqL4(+j z%-09Xn~I8O&qD#Q=wm%X!gnGQ`XP=2)^yO(ArRpqvTWPMW&b4^GJ6psrBcI0D(h^B zh8hqRnVi69UrR@#pz%sl?gAO-7pqg&GB0U?_eW@#7W0r065%oUz>M7atGlVN*!8TJDA30t;&g|9{$zs3pkem{?@ ze<%?w@{OwXD(HKWQEM-uIKo*=A(196%+WEnf|2|*C+EiGUkK8xIBIAKRg)|9PW@(V zc1xq{3tO2e0}_4SfJOj`qsY?&Zj#!CJ$oE9r+0+*Q3RrhuJuy{Pr`jiZoko0txfo) zB8n2M9M>LGfHoD5iH^9*NW|?{@I%}Kf76@XTam8OUPX?N0(-mxGu?+?mf6Fu5!l`C z^WLg~+dtmJsTd(m(Sf5yR&9R+RPqJEk}FqU-JI_Ee_yx@Pf+~fPn+#knsD4ii#k6W zEvG%)mjz~miTR7Av*%18CfLa#R$rL#y=2BPyXp&x0> z)l*$Gs@;4^@j_C#1n5e((N%aYYS6>CDQ4%S%xPNO6a&hDB`oYNQj)`{kHtn-NKMZK z(T`tzAx43HiD;r6ndtlIB-FDwes+qeE0*_Ux5$c)dh9Hq3wnzq)XyExtnKVmDmGmJfsW zt8GNkGT*YYhD2&yvon3c9BaA%TD$I+MYgFP5+%&05d%NkcLa?+$_;)Uf4^PMKxM9t zm0N!@*O@aRi4z0xARO-8EWiX-c`=fG42>awI>-{U)UpDs;cC9HM z2HpW(^$)c9y1W=PX5;nRf5kHY(*9ot@{@CBZT_xSJck?(mdqTw#==snf>m&ghupwH z>trhQb6pn{(tz<;M$h*LLe`89CEmBcGO$nBXI~fKzhMN|lNG?m*A*cy8-S}F6IiM- z0g{-dMYOQM4bi*ei4a-Xx4^orv{~E>gh2x;*Ri=08y}9Lfj3Z(fAX83BB%WUPdwk@ zqp?*yCIUcn7aVp~@^#eak5Jjg)WIN?M!SA5o!o4GUoiIdC+vQ?f%K0W=0Wi1 z@Hh!2Fl1Pz%lDS6u8Rk4VJ1vI0iYC8E%*yJUCdDxC(Qnj7!oH!Ww3K^d)Av(f?8aE z5NHTHaEy*&0i3uMf8k3Oj|Oxw{g}#+8v$#s{$!#Qv<_dgsUcR~;o^s2J!Oif2LWGY zEA8`h%ajRHe{_dU-WYWpSP~ekh{XtHndRhzsm(9yEwGnI`7Q!6B|9y#zyq4FaBhmp z=vc}BBN4vY47{ZlyY5_upzhADlTOqx%><+&>;F7?t}fG8e-G699>ch*ZFH^_586CZ zeZnoT(K#xe(Hcav6k|q2FH}@7`fC;?;C?eI6{#FlMmq8I6`Tr#{>V{{NTRGI={XKP zHv>~~;$YN1m-+=K69CqD@UtgByuZt6SA9J}L=gei36SEIVctdvaJdV{_Mc~|6!s%{ zd%@yvM9tfSe`%c%vaAigWfH@$wb&=n&>pxRLVl+bo$-{qGS5Bx7JJnu|9c)8(Ht?Z z6kZLFu8xgg(NA^_xTY@S@-@4{VFV_UvSTUe<)b^iXhSioP#;%WYaA#6000626G{|M zPc0(RRL05tJ3^|c#U`S2^y&Ci@QiM_Ev((dX2uoNzg1jpYmBAX}o5m?G@eFT;r zo0BxvrmB>C)OuwanR`dpDNeD;2!+hhz;EWaGei$iQpd>3s9Oza7KM4L+9h?}>B&Gu zEoyJVf698?OAjNA;PQJBcOzwdym?W|Z94S6Ejs2IWhiD>m!Ds9?BLgX4+@x(-B&nt z78qI8YFh?L%0|a@$tY{}jjI9}wi_1!dCCFyd%CzL5@VvoSA?rs4Cu(6ohqu7JAfx# zKfT{F4yF0wWkSZs8<@l=jF#ZRPGFfCf*~{we|y!WYb{>c{xwC4XB^(rl@jo2v0H1P zQO#oZkqr-Zq?n54xSi~wSQ++Xk|yyJ#Socb1r3vVYOf$I5h@U>Y4yGBZE>HS@&d2c z&{#Up?xm3J7gB#kvh^7P7V#$3mZSL8M9MXJJdwVaAB@&C0aHM{+TtHFfi^6E;}RR_ zf7)dM-E)}{AZOdMoUGE!OGQ9M>WW(mhJPpR$Ge`Js_UOJhr{UPiE@iSq*4(| zD`DX_9l&o@*iL^D>PbqCSgLs|FJA8iBVzSJu*GlS(;O1}BO6&AMo6F!_PvhoF5dVP z2xl!-s9dGguD@-PsO3pxC_rn8$$+CFe=F7#coKKxslJ>D%x)$8l81C$va7-PmRHfo zVTYyIDAE!RgNby9o+ah*3VP%OyWB1_10n;-?x1L$vNDt%&o zR5yYuqo;9k*8C_xa6&9(fzB;Be<>+=jiDW2z$(?tDWoT~?|l7>2!MSBs=^mIEbnl; zN53ooTTsqx*SV;cFwDtD5V96otpm(2A;h%ZSLMxvOmh4r_O&s}bmy#v$Al|5iGl;;lDVjd5X5+cqiu+@VwQlGm&{j;%f2dOx8_Qeq zP<_%JKYC#sQ5f)z9pJo5$XZis(;nRi@U6cKJI#Mp9Q1e>Q=(V=3sdTj1fEvlIbgy9 z%s>7j^J8=XB@`7@Ri%dMcyK&ubq+C2uS9Ro?z5el=R5xu#!1TvR#ZZkjcpftFrW?OO|QgCy`hm38IpDk$wZ8>t56 zhDlQ=B@66IY(+i*Fj>MHNL^#~ zXAdFP`JNjMRA5Z$eO+s337m_=he=@FimZ93rTa7Y#W=%=w!pem8fYWA7D!b_Be9F^Qf^Z!!w;T5<;kz zB@qGg@b+NpU^9h$cpr1#+yx|Q?BDm_=9wPvTrx$hVYIjwd#`V+? zNUEUIHwlv;6}I4f7#PF9%qqE2(O(J>HCzh*0=C?Ze^#^~yIAO*-6chN-SZ?8^3Dw% zjx0C}!5%agxD!_CB!l>um{+lZ8MC}?8%HzOfe-H3J<0YB7>(j&=&KTIo)cW?Bb@et{ zP$!(M98u~FzH~u&+%dbXciaUZp_D0PASWrI6L-N)D$Le-c7kb-2ZjL;baw4<1&$0U z_bMcUZ4|N%N5n?^BJQ7mAEW450!ll2~?l4)u~>$ ztpE4iHI>WtanHNA)x1Qo>p?Nz#UO#}*0Xe7G$|0x9N#2)Dee`$NE z8WUOULx;27+S?Zd)8S}tc}xkxzHWj3eb!U^_fahfP&iN$nM6pXh&nJOsR!(?49Z?j z8jYQVR3I?E0@(*pBhOua6^4q&=e z5OpXxLcF><*U)l-a4;n(AzM3|f8bhew&o}({fMY^iRfDmu{kcnABK(+mc`W*7x3DL zfJ~ye)(u72fySShBAmYz+|bFre5Of8d>hNe#A#PrsYHL@T-j_$m>Xz}!n4yBx~mOt zsO)ng?X{yu;5~+T$76hS_*_38Poii3_%xymvJ!Y-{SX0NabSmy7&z(yf0xk8DGvL` z@%W^hP)Tzj0|5U)xwM>6vUy;3cFM&dl=moEU||0(GXE4?@~Mu(EF@0Y=rz$&0CzSM z?puZk`7TmO7VpLPGY&Y;-r_m?5AfX&E%#~^zKTC(%lfn4YF@dVK5o_6@4`TJT= zDs~-#ZiOS%*J4>!!IV%ne+G=Wd$gRQ$#KQ6aKvB~wkM+n{%* zcecVt+(HpDmOBSNZ~sdiAcH#WL4Uw2|@2~D7f{jXzk$Gdx;B7)lu^=#8qY$*0T zTzx6jmZ%H|3wDlcj?OgoUb?wk^PZ*yDSmhYqnQ?!`83(dfAOak;j(!;g{unC6)^&9<9EX9_@*>Sn8HKv!xDB@jD zR7bY0w}x~kf3u;V3MqMO4KS>n%|$dc@;?%*y954e0`?86c|Q+|#=6+-jPx_urM>3?Y=@YnH(H(16SILTHcmg<4qyoe^eIrPuw);pSuqwMy zZjcFf+Iq0BV2pM*`(ZgjCC0Po4GI)+|H=#T54j%4f6gy@%(|e@QnMr{9WPEcF5p4x z2|FRkKZ7Z9=k{clai3%3%As&OQ+2KG*vti)Ac?vx;6w%ESUtLX`P@VBtqNjr*kXT) z&ow`ci!JIcHzZ#b&9?->Fs-M#8z$n3Ch9q?Sh>k~2IH>=wEzjZn)4#P{W%bY!MfaL zqPls}f7BknoB6z;*QomH&u7)`*l^Mq>AfJ@Yo6>F7T&%JH z{T+7yE}q38RD_M)V2vwU!LO$3A-t0F&;Wy4Cual`TK6PX*2+*837MUpM=8Z`Xt^-a z_ilA_;~ddnMND!{vJ@uyJNIxKIn^Ur(kZ=~!JGGEg}G+>ta7Vl@uh#aou zfBX%JUs{I$2h4Vk-&(6=jg2=vLJ;lM!vgeiIFwC*)MU1y^2r~ctNIZGkru+ON`XA1G}aTIzxYiy90jGn-vTm3LWBM)@j-SU)pw= zF$JS+39=z2y+S~BI2dn6odX(GA<_)^e z15TGmxen8YhnXKq(f0Z;0tz5ATLCH~R0*lJO>3=)VZDMXoQ|o}z=IM@zYZb+e`SB7 z;lnWb(R7ZT>q8~AQJAvZ~8U;C&e|Tq|_B04pZy;5Cx|#V$WoFp?;QBtO|8qHUZcDX1C;s}f8F{cL%y@!78)4GR4D2rM_UVo z#L9PFhVtHE8n}=LukG%66^}jv*G%TQDlTrCY}`Mm69aUb4&z`C6QN~2e}_I=wyI>3 zSgS;xR${;%Fmw3X;;?WaVxTT(#tf;8={{;ffSWu^l*%cDWZ$B(LiVYF4D?vTEs;-Y zbq&C;e}pmDgm8wAUJuEO!37?|M>M!xCDrn=TaDjZB1DY|R8 zif&8-{>*DxlnT(kcoEoBfAs4sycKE7wvV^Rj5_Km;goPxlG%+l_(DN53~mX}lF0<} zPUPJyUY>0`ZUzS%mw4%S+v(``LU&XN@kbdz`?5uz%^gLZ2yb6G8K;?orK-q0Hg%)v zYUGsa)b|#q#EaSmr4tWiV=Ar-tPk^u>T*R;oj2{hTcRwBCao2fe~Q_6)Sdv#P4*j} zRaH9W#EjfLml zZ3Hc5jxfY(v)Wh%f4*F)uHmPk@nQt@c>;P_@By}o=1C9MlbJ;;wcCVt1qC9D+Hm1Z z=C*HDpX*q7e`zL&hD6sdO#B~USQv+{Ax?2EnM)%ncyt)`H5GPpydR?gLq4#Cl|lJO zJ*G>DAx8f))+m^sxSu#;|uM%E^8roILr8wzPq~r;KYc`F^6aJ0UWBu}P;3CA->2Zwg9_Hup2kNPcv#pf?s^<&j>BD{COX`Y z=Z9$`&s08Ee+nV2+1R^TUqLaWodedtfXAkwuIA6}i1&I|I-_80wqpl#?lLK^E6tZF zYuqJuNW=~mn-3B-gcWr%D;zQ^Zi1 zM>(fsxt+Vz#(#P_-g5gD@CtcTSmda&n)K+56Bgt&PZIvY_#rHk04%Uzifm+Fn23)+aq8W^TZseCA{h^=|<96kYgND z8}>WgF^nbWIYL3<_uC4ARD%Yt2WMDT#*u8=YnP+_xLDhxF2*g7)i<)bY`j8sVp8U8Pp8S6& zCWap5_!8o5JSgY^%VRD%kp8MhNrhL*q`ss6b=Ac@KepaLAa11aj- z(n_#RHfSh~Ai2z5bDiC{(JR7e*uI~*@&<*9v07$clQqLftY8OdLYpPbsUql9x%VOA zf7E5lFN`2#{4xDQQfu8Fn0f5^Rf-Jx$6|MfFw_3-~wsKd^FnqRp*x~Fhu z7oHrr9byuEr@U7L6;U6P>)%K@*q)f+M#Jj?$raxKje^v`oB?MHJ)62DNcssBmd39M z4txSh%P@Wq{buYitW8+Yu=HhHOW*+n)1|!yJMxVM=OPc3WV&ZVzGxDOIQqRV*8=x-4c7&&azmLOU1)ZJ2MFebnP zw-VD-Gh?BMY-2W_M|Tnd8*!)W-S8wqD1<`arqQX`3(UUcPOTkoTnwFVmePT77%2Tg zM~G&*sSk56tu*=^5A~FW1(bS`fAq9y{XinE`V@Ld^sOF-LWlS)PRs6))_|Ez`Qg9I zy)o8lv<4j~fg8w=A%pS_we?)@EU8%61HIyadA6A*JWO&F*!!^=!ym;0$oiG*B~`=8 ztosY1CHDb~V5l?XL+C0J^`9ppNC!RJsxSiYDWe$op+PAkO|w_YcvWDoe?yR|^@iWB zxM(G9QFi0I9R2;!A`jHc1_i>FWBS|-0Es`>$;X* zHD-I?r@>!X{1hTYup|rjGXuwC=Mtl{+(`OTEQ3&vpMSsrJznfD)e|2<0VXG|sVDfb zz;eTUTd;9|XJx7lBM&~8e+GvTp+TZ*ptk3 z{h$5y;r_BM#MstnbzhEbe79P-h=fZG267)>m`v|Ev(TNxRZ);AnDSJfij09fO@6LX z4*5LA)b7Z)nL9AIn*NtIfHdn97_Fm!1ugCtn=uZecgmLIQrxT;fA$OoTO0Q5Pi58qrIMgjWTsDE~B`&LrBp2oxOq zjKb2uSy5U6CGb643K*t|SXze_xod|(76zg=_l5_HKa%&OyLFMeJgG6H3mjg_)ocS` zK~E=MPkuE018Mo%e{wc*ODy`EVhTnCrv#Dn_tY~S%lj|33lyd(*^D0+@zA*NzV`xn z>6K5({s7jAGP#6=Gcnr<+`pD}8Rc^${}so;i+?lW&LgdlaVG4wsrV3M)q|4CFT(h1 z_NDwm`ZjpKL%BrKN7^&SDF+C}6jW2v80D1e#I)4J_Vct=f3l+eVN@tF25?h+t;QIY zGa&>tLc7scopS272gIMShAH^lB`!GPt-;dG1Gybd1=dxL2&SYTxgkZ-3La0y zCeaSRI2ScrgigNhSxSp^;XQ!qW|grX`9wiLDl3n9Aq&1SYdi6)dHhVZmjF>PqNV36 z%{vDZ9sQOXRhnO*dz@z!;% z00R~0m@IRlEN5*nOe*Sq|Fq8%0abBl&4XA_JA)s{+LM znSI3gR=HBtTVVhz(6yaf&(bk)EP0Io)d7A=`b@B*BqEX8g%UoP%2U`wKqt1Fr zA~n(6)$b#7Q7oF$Q9lf(qem)eaj6vlT11p+>_>^g9Ql;@9l#$^TPP+6j3ueu(ircF ze>A(eCea%lbzd+7lA;R^x=1}FBi46MdO1<4*(G8}LWsvD?n(4A2a~o^tG$~wuC!DU z8L*P9d>lVRxTMZJ!k~@QT(Apk{4n*h?1Q!*olzo4o3de~3@7@C3Pr2T` zmkSweMgt!s23~Ckr;ov96Mf+JpSl}Df5~2SadKfRBxKE~*d#;fJ3dQ=4tC@Lo(GOM znMu#U76;wG0na0Yx}f+Fx5H$)=B4!vFl7L4lYCKDe_2`^I=LI&m^nLLVNIc*XkR%7 za|I&)DZKM_Pe`yG-dq`1jN+_~Be=Y=6$0(0#R(|dfe`?O35fOX04(k*Xro19f8zQ^ zQSfbnvh-{Q2l}+gpivzBfhJ(&g>kMqZpA4rv+)ImLQwB#K_2{(x8S}q)ov_Ltru`s zQ_b7?(OP-w;^j3~#_i?*`FfhP^3>GM1ym?|*%sYVYIfX5~V~}OeBz<2k z(oJB7M>d&LkO@R}`AKI@T{cUlys#e8sevfc{r>B#LTKsz09l2&{SR+g-=X_42A7=C zUWF=54A6+0U!$eTjK3>!;fQ;cIUxK@D5FC$S{Dkz?U@T3?CA`6T1a(pf82i*awOag z9x`1W8}_nk@RvT%RjDu{{T}RkchG%m?>U+tSZj)yLMeWENKgD8LoC>s>31mwEf4q# zLwCkO)|xiu+!86J`uea^&Rs=7J|zYb6H3y2h?jLB9Af35mQKFHDRvIV9H zm!fmChXR*~FI8y$v?wG#iBrOAoC;7H98g7Xc}se)6UReczcOX&G4=jFbftZ8OKN3CRslg^-%;X zY)>_@F-1@2QTAH+fgOj(v-50QYwMUVe@`S~{N5P+Hle;&1dM%a5DeE3SMRHx1Ye3&XDa)xhymLfeAOTrWns49sQ7LUO7HN4II5Co5y zkNVpeMD6qSe;c3;vbzZ2wW&5P>zKg?|9vF)fn1gGiFSQW9k~tMa%g%`(Wo+%02~Mm zsk>I?D?g1md)`ml1OFv&2^A%MTjuGoXpU3%ZBW!0)lpJ=d%Gi)i5oTRi&kbp0hC*? zjfKA}&AJ^$D2(hwhC1*rDgWtdzUGKr5vFu@31_1;e+ZbdtDAU*BMz-NexeT}p}0WY zN3S!(8J=F!z5v~YIP-b+Bh)0~o7RX_SQhzY%S!4G5t(&qvwmkB!X z?O?mCxx#4lel!U_j(AQR?1~CEVs49hgv!4_9!wu!E7BjJBA`J*`;dz2vx*BW~6o4k(`l1mZ zVU3iNRghqkxQtvu5ghrW)-ma7FMoBBw+k-)e}Zb#V3HVag7tummC|&`hqI4Swf*CaHoyu^3NRu}5D!~PWI@#+5c+_BIY9QrC5_KkP8(1I43iTd zEG9|=s@&k9%sAa@2{`|4MCw$&@sb*Y@#yuNakA(A38uXXm+Ao)Z0+xYD`J!OSe5Txxc4j+~BLH?3TEcd&_#;0B_riV@M%H*P@pVb@gu3J`Bv zRu2F1?2QmSfKQrfJgSb*UmwFK7khdXLJuc01bOx&n9PZ3Iw}&zHP=i-K|7;rf5rxs z2#q0s`Ii%!*Ipsx)~87AP9E5SV2tc3)xsQzi2fzLn9dj1mr?sc{#(5Io1^`RwG%h| zE*-jugZxXVYWE}dPIQD>ykndRQt{Y76M<{{&%5m=9aqP!7ny&vx8wjA0{=6sersBh zp*`cIpz2kBGg|Ya`rXe4)~R5*e>rLu{iaPMH6UTLQuSW&;n-mhBA>=dP0(3X#n!;> z9|$G~KA;PgUBdo`Rv=Zc!UMEs&zPG$(uVSX>2?v*>D7uX$w(%06_7H0+b)GaVe`3& zN91x?$kU^QmFN`Y3)zw?8-t?qaT;IL_$wioHE&g(%UEyOBVBgKqr|`cfAqhcC1j2a z*$lHEq~fCw0^TPqUh=(}4w)PF$R#B-A#Mtx5{F?U ziq6x$mozPZuf{t~Hwi=aavPd_e{17~SzH~sWBAo#VVa^- z26w@d`ameVmnDM(f2#}cRhrEY#$>4Q)lvuj-SnuD!Ve;obn<@$CN9irQw$y#_a%1IKHM# z?UZMIDHc+wfA^G7lS5Q%mI)GW@6RQe;alyW<3YplVjYYcohcft#Aza%!?FiM86}v^ zsP6>)S{?h6rvMJAF{o+F|BP&K4Mi>fjF-gBY6+$LJCy)vDgz-U^Qh+QtC_laSzt*( zV6Y@VBvW>WX#yZ(Ab-P>o1zQ+5)OnIO>xYom$Lo6f6hN`9nLPJQ(FrJ7-Rq_7rgXE z;1}@u1C-`pFG%!^pA}hMOkc)|db|^jiGwLqxhw*QF!dM+nfqm?Fc4E#U^f6zK(D`p zdkUa=EaJ^BugfKrGVe48kU7H(#7m$?a*u`Zy#1zB>(vyN@;F-!cA79ncuYtj_X|*L zo6C=?`LmN)Mt?RRAn98a7K!y^2?U0(t2LgYi^9wUt79R4A>|_coE_!T@4>;M{`G1r z4McG#4R;Z|>oX}9X~{oc&DZnEW~hK7ue!y=0P!uE3HjLUkWM}_)j`gSo>+5nIcMo@ zr0YJQo|aciQ+AS89%StCtzNuv8x*R%d7l_)tHCfO}}W!Z4=m z@-wsnOD6CD7;PQUS393yc<*xP>&>!W^Aebx?{~J^AZPiCjxL0g7RP{?NjYbf@&$Cz zrf5mv!hZp`=ccKj0eQB)Y!L@oA)gre)*S+Kbu@E_g^Z7Et3DX4#o!#O4neeeSD6~M zV;8#XTc0t#YE2uN3*5-35Zt;5tu4@68R}_$FEkW4%(tI0n~kYa>)B({E)I5zOVT*Z zp!BWq%`l_p5Ji%;Zi-Sfr&VR+CJNHDTot zc)jH`^YyhNcPY?*=>#bsItn(!;!)8H_0A_GyG)mU`m6aU-4@FR-jKj+lnsFPx_&5n z2w-yr@Qn2q{6r@phl18JkLev&ziP5@U?2HKGyDhSX}?PwR~{7k+Uz^!bsEsZ#!1Tg zcz>-i6jxe0NOhBdD8YlJA3geIg+g=A0C_j6mx+d&?TagLLbbH%yx8gdsT*$_YMJZ{0V z77(wJ(W~8kB(?$Ua;5-45T}Z>5H%pIQh%^qTsHXouk(nejAVU>f+)sxjGLtgH;0G^ zs${F{A`2!tJs_|3C(@MC#;a{Ya;nx-*TG?FAckK zIA&Ouv%vw!<<5c$HhGQ@0z6myxPP}MpAwET>~Zju{No?^V`e2N`Xk1wx_0+2<%T?6&MIvg<1xCz0td=9)1YF#yT^+SiGekJE&B9Mi)kEl!h6^BaIWG3QSq zq8r{Se$L&>Th{j`Grip+5fizWx;!%vznlw^F`Et`a1Yy2r_JM)m6I_lQ-5$5(1NAX z$f0i9UwD!twKX~|0)-mJbQ*K%yqFl`i9Z?XxqV2HCBRyabK~;69GDIiBHGUUh_~UN zHtVbxoA@Dg3T067^)q%%_VtZ%e=!$B6f~VbuE|)QZ+l?B!;YlkBP@Cec++0qXOBa| zZB&*X1lWLsT46y)-lFirRDVF9G-zy6%D{{}C=&Vh?||`wEGM6Lj%yIe>UVYv@^1Ly z`|M*C2c~-{Vrx;cntr3{+Y8u4L=WTHV}mqj!8h@tVn;;B9RypQvNC5r?3kW<>>FR2 zQ(Si$iUrk=8sd)Jyreq9F%z)8K)DZgbZjy!5G4Zps5Qat3751@e1BpKd$1Wo17U0T zWze*xrJe|7v1K4WOK?(mL6W6U(h67nEFpCp$n>bpwLKWf<3(rp*{$?woLde!OYyvkTtO|FEo4Y&XVBdNKnkjll6y2 z)21VNw^=9B7JdY9Qh&ttom?o<8{t%uU*6ZY@u&N1iZyo?6LWgKxP#1*+XEEbI zRoO)@gGWvE8Si2`?SELZ51lkagS-O!bTKZ9S(nQg^lX9>{YeKN36HJp+$c3zuD$g* zGZGO?nsN+|&Qx6%^0o0j1btsW4)m{|z58Jc#FenKTFt<>4r+BGI$bf^L`!ZT>ikrX$@7Cwbq}Da8@F2RfFy@SmMQX zAWF7zMN<7)BhZ(b0R?>Lg|+HvXM6oKRtiwmG9xX6{w>jbRWrmMhW1VU?+LiS_+xK+ zmCS?pE2)yU8*RF`y1osJb7b=v)!P=KYAu-u6xE}*(|_VbrDtJI{i^kX(8YaemsHzk zoGtRQ1waXcb(s3{YO6rtJ5OymkmwV4L($KiY-yyanEqal7nu}ZPe>olPiE)+Aj}Ev zEi>)x{fy6;RH_&ftr`P%v-lYDRE1qm5WQ(v-12&S*czKb#C8TV?T}Stn3fSWjw%XT zQMDDdpntKxTX#6La=2gP9WIN855jP9q^;c&8>VO>i5!V172?86PlMD^*oV6MudpuC zkAATAriGffPG83h8)jVS^mhQ=5w_~|K#m}cuAI8tCq;F2FZ)m%y3Dm1Jv{xAeGWhD z2qN!1>T13tSbbty<^mmP3sQ>`^3-GsZTN1VZ+}D%WEg!6<&kOFRUqeh$XSfB-*Zuj zOQ`<7A^6yroczjM zshq-Qxs}F^q;p{V*k`3v6~+dk1B`W$9{K3;U8N<_v9y5u+4iU;Y_kBz(7SfKA$DM8 zDSu9Qw2Xr}+!^e4`jzaV^u4PNsWY;lrm0e3jS&~E;E6!EA1MW#r6VgX%Ere>>%^G` ziTDR$)^~K!s{q=LKwHCSu%uIS?ZzCpLiz5xJdN)p#?iyKD=)45&gc)Fkf&mibM0=9YI!KDpLc7K&s z23tuJ?K5lCtk1%E&3C3rg8u&dVCZbFJIzQFW=i~(3)kN?hCwVTLxBtZ=%3TWD8MGGLEbp7{c0rzGIMpSUi?YcN$eJ@jRy)brW5eS}nog zi{i>*()^ZHW>Nx=GH%msQMwchAb(y>h^7>XM;T)JQi5NSlZuhpXmd4bfQG`?M#!jT303OQ6gL@L#T? zt;__*)tXI5q903X2Y~SNLEe}!T^4#@lkF259%gq8Px6H%w{%5pFC}5Q7Jp>v{a@&P z48adDd-D;2WxTC_i2RH>AFyg~T_FK57awvv=0z-he`jf@N)=u(Gvk^oTnk0+@L^R0 zyNlq1&m9_ln!83-%pFjfV_xJfZ()8Bszt4_q!mwIodPi+l`eHcckTFSy6M~ASoa{Y z;^?!UL$|7)nTyTICPcb0*?$YSM{Q(YerreLyjKgF9W$PRRy;zRKa^XGqiG2;bG4N!_HwM}>IG^kXXA3WhSISLsm#lCYNt_odWPt`ra!?D*T`At$ zjg`z8S;fv@3w`qa8>>h)otb3e;cARCqh2R~eIXA78L^ukdiD7Phl}tt)C(QK)`UcJ zxAng{uAH1qI0<4a|9|BD75+lJZ!UK*seCSY#iwq1{&PC9XQq{c^&?| zs8g-O@JnVS5r6tsE8z;ZLPbM6h<9Emlq)K$2{^173(M3zPbg||mIKd+?Fuf#%uZh; z`s5Lyw8gh+x|FT2^Z$^P<;_i=dbXsBj`IM>e?0<-y)=j)E%I@Bm7_3D${WIvtWRqi zIv+?WFv%F-~#=L;{ z=|W6Aov7XLm^BB=gRr^td6uad^vpj}^Bi)^)N-fBQEQz?9n)&oQ**4t&7wddsn(eY zKHBEUUE92MY*ZrgExdZVn`D8dFY6kKXdS{B?AUrM5Z~aZXZHX=Oat^O@*rJ~?^b3k zk4a@>On(zxZi%gR3ra#8gteb?s6_()YP>r#&QRDs>A`McUC+GohlMU^BBb{yVv%bO z>yeI=pnC4Sc$<`8xwUUFun=(GW!NPN6;D;XO=`CRzUodXkkf&X_2l;lZZN2!SBS41 zxs0E_AOX?c7Ft%!`aXq9heO(2e8Z_egsIa@eSbqb$pKpnBOwp61VP-Oz(RLSi-hbC zZiN^lDBEeVZoP`V&Z=tJ(**>zm{Dq`e?kF?IgH)uF_q+^qI?;%%nv<`F&FJ+g#&0x8|MriH(;Y}>B2$v@YR$yjh;79vEg z(SOl#%NegG>P9UZ#ufy`yb)yeA}{+cSc$Vb&n~)KYb-6?AJIhO^!6w*{|-Zpbnc1R z6CT&{Uh^+Uvb(}Xxw#80(c+EmL$3+VSxiqzmN!o<>d?~|33&;iHC~}rqj;tFvyd^0 zFZe9$+e)*EB)D@JUYie>Wl5pcrag9?(0`8dFAW1-Hbf^UfZ>R0$>pxI-Q-R+*MO%Q zLL(Hlw*=fYrVvwJ5>dl06A^{3H1;)+v`{{%a@zbmX!W6ovr7nm?xH6m+2KteRXN{N zW)&_<^Od}s2f51MimVLAl4guwrgg%Y?1_gRB8@raNdUlrfgV_@k)4)NX_sCfmXX6Ou0rbqsAEI*M%E$Owhf;SY!KSlxN1Ghf)EpOaWS5MdfcfC4t=K%4^V z{^Uh(Vq-*X>buAhPL@*>EV)V$4qYUx$w-*z%!9d1~kC~ zCaTmfmA%UgjjD0?GnENS3mh0vgnx9xfolG#WmpZ+SP-UKJzH!fzi(`$$Nik)GstEy ztfvr=Tl}|~OQECrJuEYwq-jXWCTh`(H%#Bww}#0)1AJ!HAad*d=hKM+{m+yS`LBY)Jzulu8r zv)08{o}MD6oZ zRK5AOL2-Ro|2?YXNo96AVbL9MaN^2WdBSrIzbvP|FmXSHKzS20xWBx}BuGe|C}{-- zv7a`e_pfu}Lbw5_Z8iweDx6%CFX9&oS%sFZ1O~SLDqvp27h*?;Exx~!$i4@ ztAw);2d?BMWSsle_c}U^s`Z03U&8Wk->*6;8=OI~?(;PGCHl;ThCSOe;S-h%L=rie zKs+jyYHCHf(sw{0F`pFy0-skjS#}|j`jd^8m(vbe-4dDn(B9H}GW9=G!PW@P3z2HZ z>+ubeL3MdD`d_hirhkkkDrFFvhX5YZsg_v!9xBT(eO_iyC)31k0!*FKwyQnZ?99CAX4(6gduwAD200$#Ae-D z-tgm&rsv1MKn#3liM~vDev*kzQX&{Ka}Mw{Fa*}B1UogNRe#wj+CI5uG4kH8jIDW0 z#U39mppdAyUs>tX4UF_WHs_f&ZbOJGdfjR!Te316u^$h%FBGZ8CUo=Dj4$xXhnDY} zX2mU)Aiu&Z7KPVDg>w`ZeVLc)A{O1@bl%-gaC*d5^XMC{m^-AWrGqyOM$#Oc%SK6H zdzfwmj|)^p>wge&_^i8&BA9GanzDXVtf*2jUy^DL-lqnlx?+h9v@<ore{?|!jt z4toszRYKVY`76%HmOWcVn1at-_M#tJLi?*^$Qepc$^(hRTK)nlq8WLe*g`BVIwyO3 zaOwG8rI0SMLpCgd2_Ds*RGo1E#ORo3dxThBo`ECDO@9Jyy<~#CoPHDj%s?fA<(RNz z1EOYN%1-TRz4hL*BW!J9N(pCWH(fXNk!{6NDPzqN46R3iBnU^dysGyZUi26xnV|;A zYMMS-rVT5r9ibAV35&ZKziDR#4pd@uP%>U*LK~2e)Y{@i2%*LGhs0D64x@$Kqfv&z zlRvcn<9}b#BAPqU3nEqyX2juj{4yS;zYB9DqjMf@U^ZWP*`JsrycMbr`WS|M7vns4 zei!m%d=m@ud|?6E!o95*_xgeG?!l&)rRQ4Yn#{H)j@oz7{U!qC++${Q-RAa_Ch>Z{ z9zihl^(2UHPsy- z2QU8B=j=4YuAzcu9Zw&!jbWkZ+tQ9bEngl>Q z-+!6Lgr23<5uEbf|HLhlrWwK8xPHkfrlP9w07#)yE_dup-;5DAmn)74*a#na2;;Zy zWn2Lp(q)eHOtwTgGc!#?X|Cb}^&%dDq|Dw?K2>Bdqr^6G$_0(25L2Q+T(p2LGOUc5@NO7x~$iV2h12-8$^1B5sRl7C&ueu{+9`j9t1n`O}1;*)jV84Y&D_9H+?t9uH9U2)4(pdY5Gaxr>y66#G)hKIl zE)K+VDA;s5b=5n~;|03|-D6;C;(vLA1h9>#lOp~4Jpc_Ng(!jyv^C!%PAC|irgpZQ z%eW5^fKf!ycov|%;|qb?>ycN+lq{f!IH(q`&53YQ_DjFQ@T#6!W-+N!}2nU)g=eN^yS(KO&;nZ1vP1&>S;2KAYM zShd!EoF20Ozi2-hY&l$dpe|RW-oc|O6rngi5Q7OV$V@v#O@9Rb0g+21o$c9Qzf*T7TKK(SXYP0R=@V z-i*&%YciBwab36Ti6IARY!A!5D`YEuR=Jq(b@)$^Mfyo_@tuW0!uMQR#fId#0V$|p z<-SdP_H!Jk`_pQZxlLqmAsbCQKF%KI($FSs(y z6m@_H;dYAM3t1zYXMYg-ioxe;j%``JoHcDB)yD3Lt6|NE`fT*Z{}<;$Ti*`}7`WR$ zL(JTSNAuRI0x6Gf5PkE$(m?^!Ar4iUPFxP8zLCB~oqQjISE$=lP_H}itZL|6P-obR z^GWUtQ;8~pq>(|ly4=^T3fIF_(Wb|jN^oP=Y3Miz;)p+Fo`2LB87f`OFszkve99Fu z2kFt!D!ctP!-GO-?MhQ8#DEnQ^4-tEK^)PX*4!p0HdiOB1e_khOa~^g5x>n~!o>n7 z2~isIdR8pXh;?szf%(*eDn%Tiw<8zfE#(Vt#%lu$V&3;;Mf<+e+NUfOem(6jc4K^{VB|XuZ zZVlFBx_`{0*m&GS0!xlKJRt}YXs3t@1tMWx#iG^KOQm+MAL}h_rt&yo1sj@7h}??4 z1pN`2FG{o&s~);%tGQBw$|^L@$qxUz(z_?FE4EJVr5A>3$?ekUjwqnAN2Abg zjFuD4B~yA@bn|Kb*Q*Wg==UE63Ds<9#CIn#sec4R@ud1H$Bz%$Bg^ABYtBKZ@gmmm zIBsX@sY1^NC=Du6ZLdWT`=*|=Xuvp2a zLJPHR2$K~%{(C3gOS<+f7S1_|H4Dw-Kn;k@Q+bEV0 z-(cl%{$`=+gvt?8Q!|FBktlyCCYUnpRz_6HQ-Q{Qy%OkXLd&O9JyG$5tw*p+ZaAM1 z3lTIeg)*a#f(gryEd~~$9HAPT>fyx-PJdNoSv%*hOf9?@lm5P+PS(EKJp<*>gP5|+ z%cm*t&An17nCZG*9t89L%>3wj=^eD z+N0p7ln^Z0gT3aUyh(hZZ4DxCMv+|+}~{sKPiLmS_tBQ zn96b;1*|e_2VCH0eCPCKq;&UXdA(^f?2{M9ZVJda(fd?oC`W7E&!WowMxTID#ED^D z3~_H0AA<3gYY26&DZg|dB!;AI8}H1CzS)QCJKT*B*bmWV9hiZtM*m^cOf*)49VbCE zlCtsm;7DV%sbE={3=}Ov3xAjPw_A@1L)Iw}O-Ni$ltL3#rq!RBN3+XBB%M%Tt;{Y%ka!%{YLW!pxPy|E5=W!SF zMaL9=FoHsis-lYf!UO?ZzLgS#2W8@yu%>O5rY2}lX(htoZJxVeRX&v+bATb39^=Mh z>_?1dd+_>^N;5vu?0?g-DK9^O7vZTkeh#@B%aSfoatahF9ZrDCsKipE>`uP|EqzWZ z{rb2UuS<6?`x{ek{Y&5TYETgQbxbuz7xA9GP2Cthg8OFH= zTYmz-r}T8^^?wcmnzb$dP@UNLrL^F);srR~I?&fyBHyLc?Sc!7H!*V{3`L{m$P_em z$RLs5Y%kGRMcM=P_c(_{XsugcgN&D>3*a5>IFzflVZ8IIh9ZPvg}4^DqpMzL%bsLp z{tiRK6CoBPFmE^^cNEE#;1te^5-Scwc%1z#^eN=;Yk!8Pa=ZvViC(Uvw`#J2N7N_R zdsoGzEI%q1_CKB8G2y>uH$Tq%rhT)IKwo6}@!TZFTbX?xMUtU65j4P8@PrLUu~`Yn z(GnJsZYyOu651G4Zj*7vh!RjxTmZjLF%Xx9*^piIa+o#t@tJ2KW2XV1MOYa0y3Bpa z+-{++l7HW*iba<_afDkDND^!0N`V+BOW>8`Hgv(z80jL5yorVu4y_BcT_aVe@Kn-c zt}_}D)f4Af+id-CUOIoSKj+ZnCWhH{=?v>pM``#?UoWE%+cKnz3WPr0Uj!NZ4BIZA zY9I(>#7TxRCHd*}{6n54xqC8#^Vl=*Efcz|7Jn=_FD74biQ#zX2lTgR;FY1F{#Q3UpjVTsc`wN}=&%UD`Lq5}JT-caW`Q zBzs8UU_T(V3&c4QGFR-wmf6VS^vLhVY9y80m@3~LCyQA;2WM+d26aHgDw}ue(&2d` zOMiaFwH4{Qb5-TCduxY5gKh?yHw%8-h(WkYWuh&mCIJg(CoR#$xQOuNW#HvIBDuBF zA1{QMj*c;f$m9*fQG2RVP*0Z=C1X>dL$+jUtK>8&058t<^_+Cvk1u_B?IO(1IuM6~ zL_VF447q6Q*(m)hB^N-R=V4!Qgjl3E5PzocU)Hqv(=L19zJnykNT=7w+~F5_KdN*T zOQl9Za-i$r*~7IbM6Qty#r@j6hWM)J!?!Aq{fs#3tiNU*!`k{nW~RQYbMYmRM;h%ZmJmSA2NMZtxy>J=+JJY63Q!LVrd( z4fy*rc?uEu8v8Y4iqc-J1Xa-YR;h#XF8>yA7KL zva#v2ee=O|bw?_rQ%dUWN|0b4f0u*a9{px~F+BhS3$pNhYuzZU65ugV*M9--GDX1D z63*z0FRP~j&}UmNT9_(mka<|FL4QTOkzFOUlN;4vu^t~R0tx$7SfHxp4(wtead zz%I3(8MGHGYpe(PqKF+~rx#_}iKb-WRmroXJIIHhU(oQ}5!`Ea#9QUDU4I4w`R(h+ z5J-E!YXKK~uj1W3CQ`YI?JA?Ud|_vcv@iF-(fN;AD(#bvUX^{iYO)_UbK2|!dJ%7} zhg;?!^gfJ<<7r}mmj&e;nHVRFBtAmAFFnU<5Eo{SgL_O2HlX}k?vCsYlYxKVn+$%= z#bhB|Y6B>Vcq4=nXdueDKYz9;W;n5P$^_?$G^mxbF<*6lx|?Q3CO#h?E}2u;)ikn; z`Z(#N#@fs94&!Nw3TCp)4afoP!dViWBT%^Hs^ddLPS_q567=Gc?hKBwH=mt-(sPc_ z?ZO6FONX>&VT17>U9&m0gM>{e7|_9xv<0#J11SbbaMd>iGS57k2wJt{U zuP(C8#`qgqPVtV)j}i&@Xm=IaJLc@u^X^XrN@dI$CJrxy6u|#i%W?JtkAj=7p6_5g zTf1v}zF`ar;igo!Z=HhF;3FfKIUQk zAsc61tJOdDoBVmsDQ3Wi{l$`wPkj6M5W4h<@b{X735q@sSbt;uEO%BE#@yL8f}#yS ziK4y&N`KFB$`}b+y)I_wlPG}aif(EciGdJr$}W_{$MrItz4}9k_A>Oh5)>Yg3@CBW z{8jPC=cOXmt{m;OZK-;r?I)QyKnZQrM(A%-K$)G&A|_ni(;z(G`Uh*jMeQVf zT0V*(}tHn@YvSG-zxXJ=EA;i*$hxWC^N%k&WG?STk{=?6(?vsBb|_R zPk$ao9QyjQ#>Y@cFKsJuJ>1?-2zi0BiUJ%c^Wp?*m_#4VTxzkA2JQ>|ENd~iclBTs zJTD)WG^EWVM_RvMH2N27cxZi`-$Xh0tQd}fd3rQYgN#E-n8@Dahh_Y}y>${pwiv?J z`^&Dv@7~CUi>pKFhK>{W0@$2lw`Z?jRDTF58lRO`0Za)jl1h^S&I@O@p5v)|{{f!5 z7tq(Q7$2k;u&f>G;js$=iS{SX4OK!ebk|ZGVDASLV`l$&N^apIi;Pvjj5p+;VLc%Q z;X6EjxW^&1o?x0W!&Tyt5->6c7zexctY-BcZGW$ahGTbm|Xsei`8 z9i_Y05(;oWUyB1+cym4*K%xQr^6GNAr?u5;i1E4Q5PDK~)OsKKsnm&+0>W+Pm0NS2 zv~6Ov(~IGt2s z-&4P{%{&f`X%BnKc?oQDjr`f4+kdmY0R*ODowE+69h)H=YQLVDoL!c^o+UY`MeZT> z9F-31dIZk8flykJ4+Z|fz}21l0(Ov{7M%YT+mOd*znt9SzyoL;Tsn@q5GgcztIVul zI9QbGHQS$h#GRE7W&Ow3UM>;VU2*HvcrLX(QtHcLK&{-Xi%Q%3FZ@F!-G5q;6$~sB z>!UY~$B8ERjeP-b^)*gx&c#srWZNSCM96Pix9I>Dw!1ZwL>Ec+AR0v0aoy6Veo2mY zK`;}0eyNR3`CBOcNy#BNPvq#HwNR>l3GCf`pmjabRd70PpRZK;7=Ib>Ft|KZn(3X^ zy9`5@z?KGj{K3l;6EKgNynm&yIHutcPoWe{YN_2nH4*fXOaJ5QpV_{g8o)V z`zOj0`7tnuI&hT8NsCRs6Lf5q>Z)uq;4KRC^^p_y&}9Dn`7d$9;kCmc*a z4rlu}aIXz>lREa7B2|zR&L_H8Omfjo9f!n#A)&T8TidsyNirII*m%BxQTS-k8U=H( z1lJ^86vWfO3=@ap&1UpwGHzH}cFijmn~9G>zq9q%>B(O>l3Vrz53BnfY2KCmv@fD$ zC~og?L^>3+Qf~V2v44v!Y*^y9Sp;d~R__9w_q@IkPNkfh`zA@nnyQCo=#d!Q_ngh+ z4JX|1KiK<@qbjBZbB?7Coupb4BDv+O_;(xZQFPYb0tmQ`hB(&zqt4?w24pu&v#cEH$=hQ*)yP}8CNh@BVMRf8Xhkxm}9ts(;$$=f<^8IkL zzJ+ppZ{5n z`aiUHMspp!uhtaJ)qTiW^E>3;Y)|u$p_`5Mc5GK(8Y@BqFOLbC32L5_hG=inN7~$k zUA<(wo11v!K7W$u$5YZK!=r={OM``rfgpyj9*MGD>qg}x)lH1H*=?^`3+|;@y9l!q zc9BuV>8M|F7~xtR7pZTK zCw|Gt4V%x2n)vq_NlX6gE9toZcA-F3!-|+EzQ_RUdUh6mc+?3clgvBE$2yK3aC9ud&+ zF#l>9Hl>U{%#^z~98KqY$EnEZdjCva{+{?b_XP6kVBcCr(NyqwWs}UAG8s_WRsdUz zF^`4@2uH&^3NB9SHRtc&z|u3qILtLc9vB+rOMi=rzVFP$N~D|XUrYt#N$DoX)*f)L zo{;OqOWx~2B4r#D$GC2fNsx7I$%+N1*B`hRLnu1IG&ASmoTbdv-f4Gg#-Qx@5EhVj zGL8*-I+zD4E5d2e1G~)nzt-Rf>#NpAQ>gNMJu~R3!R#ZSZKvIXYtkBsjownnEo$#t zMSs?q9ti&rZ8(y+dLdr}_*gmt{G^ya^Xaxv#u;3K9aq&;eq^8O*&;r|Tzb6+GL4R> zXHC=}Qcm%=RBx7)XMnd5`#k*h>8Bc|8Om-F^Z-YJ>6W_9@HrN(OlzCvdls@CTOOKs z`v26Bmv+W2$)pT@-iyiYcQ{|{egQNtjenKF4i&+a+8uohba5!$0w|Qh1EP;{2~gr} zN9TIqA;VOFKl~;jqnioBkezv@7hV@)0G0CXOV0z`QVtkKwW>`(T2mPYBXRHGG1Xft z8rGyW*X5t%tFZW{XmY7O*&mA)D7teE2)_Z~*Ivh)CDW%O#rqN_NeW21sDucZ9Df5Z z;$nF<1os)T2z-lx;vxm;p}$%2ZaBu$?MBLXvTQ9G|9|hp zZXzy976sB@(u2X+FQMTsWCRM_M1L&4eL$Q!2ap$nXf~T08apX25_*~EIl4XL)uAR_ znY7Kz1`u+4=}0I6X5qR?&7Kc!e@INBr??HfVat(v_hRR)E+e0?@Y=nk+Hlg3x7!#0 z;iW6lw|3-T1HP!X1`E}4<3rt2O7(&rwxM!wK?fNbNX~Xa)|yH7`uO=EgMU$l>i?ig zq`potcOSf&nL{rNKk~Jg6#AnaK??CL;QU4FyrC-hz-fF71dp+uR|we=t#9f=EGcex zca_RA@JrQCd6JTA;3*%~4cqp|UeH+zC6DJqx$^TvtQMe-qAXh2XNprJHtHBUvD)<{ zzd!#DpC`K+bl*fbPmAjnWPe1cuYXdt0JL$*4P5<0>e!o;An=;aYR_*^WZrA9FZ&2@ zFtFo9;q-dwPhuZBfKMT>6lr&2+!Pg`{5$BH9?hav<%<+QQLaI&W`yDW)&~7I6dHLtKoZHaVPHjenV=FA%NxOY+{){Og zfNAFEFD_dI`1D@@*bmdJgBV>HJ^-)~{s5%d@=Upym|lu?#3nk%5xX;Y*53ua4PyGM z05Bfr!jW}%DYVfwN`LkF()s6uxH4-jQbv-J!k3x)?s6G4dN-y_fdP1@JR7#%PRaY_&@(30T%t>_MJXoq}R z^rjmbfwJhF>eo}h5PQ7VmKWZIC}iLQ%Ss-14J8U%UY~#c)_<%9h7piaP)YnmsU+8M z{4M?})8Ug2=TJI7Cjgg-{Z9DI#GJw^$w6jrwS*kZ#n*2cA_G$bbgcV|Xt!P@^lK8o zR^?T(lMaF_&`jh&^n(k+Y#QWCZ;Z z@Eyjv&3`Ib?{ZYVTmW_N=1#990T`h(^yQj(ctHZ~{uHQ6VcQVK#%9r*O(N}q2)u?z zG0eh{VI{gECy_5zaM7004teiM|5$a;LG6F98CrQ-8L$`wyk>UZ;5jTIkjVbjePFpm zP-$?n^5`A7%4(A#zg^VpdBglH98w49CO3Fd2!GH)+u9pMJO|+X_b@OLF|8f9FdPf2 z5YDzAY}as;rWr+~v(bB}1exY`@Dv>&LnyoC=$$RstPdywdyE6<~zv0TaHk69;K*7t^3e7t7}Hf|fq# zA>K-Uo|zi~${Y?#_WJu4_U)3yZSa0zPkV+PU6Vk*iDO~391Q*-_wmaZ_p$UYiqcg|6x^2C- z4eq_3EKMGLRzox<$S7M2{CUYn{~wX5iTg9Dhh6Jf0GLY-k&%Z=5oRLgr70AAkAF}O zG%8lVo>O+3Y~Md*iq-#tEWeqEQ2(&-;uRHNg2-981;R&%M~b2Mm!&K_?yE1?%Nl4H zctLhwfdUb%HqK6xb&WjM;4F=Q&06Vjt$|9ySYEQ3p%a$B?D&&OM++FfRej>Sy2~q&~$bNo10HqpoYebz71L%ik6lTPOU%v0%zX@(Ih) z-*QehBhSscKa^QrJVUmC3xDhlA(q2{8V;+U^z)EZVOhgv*Q3vZ@^>E)ne!tHIT=xS zAM)P!X2o2(ONys-c=?!B4=7MP{RJM2QTJsY*BzCxkqAgE38m`sY5U@7h7iOh0i<*D zT?QfyLwUVMd>!>`4Ife-FjOxLkHhvw$dkC@x=0`s6m2A?=N>J<*?$fTW7U}bN~oeE zr2U|f>$U#8hQmwYJem*rGwf-ex8}=mq#0{6`P`1K|w-NJ)-adU{p3a8D%=%tq zyk#L>%<5@!VrQU~qnINz0I|lny?ISQ=1HlnueDZu$0=}A+7X3Q{!;h9;tpAnT7d5^(-oyD zA&x(=uJPRP@Uz0(?QHs1#q{X=UgHJn2knmzbtsJS|J<}je*AkOoYs`k1x&5B?+2MJ zgddeV6;HAfWIriiN*@i@Az8lRZGYW)Dhc^EvI#`l!}z2V znUT(VN86M2>_Jqt0^BHs$t=wi0H!3up$ZW`61wI(H;Oe*L%OC9`Q63&p)7d-Hsxk7 z4Q`1z-J^?%b@D$ArPFALmqc(cg)%_R!t=Y?MlMuR2YR^n zWsbnaw*lds9)B8qwHDSzNc(nRpaB!3u6fhK1VP#d>DVQxY0X3@i9YA{1qdkY`!p4J z1~|mmzfL0b>0U*bj-1O3G`&D60`$XTC@GiPrH!7){2weVG*Ro+^A%a$GM!(WoJ|GF zoYjbYoFfXLEHtaD-l2He?bctSv(q+d4XS?ee}?m2aDNxAO63IkYut|Ybi6CFC+P0w?!y`0u!vKQNbI(>m@NkBQ0IJ8k5yEi`e8QYryN?3A z2A!71>gU(|08CAt`Q)Nk=@Yk3njLy&+8$Q}b!+ms+D_7Md-4KEa`1G4^|X@PpQP zEwWv3W`jOU_J4Vr=Yvm~l2ZvY1+4pb2NDQL?J(aaYxkSFuKihgfa43mxsb_YP=Cil z(?;0R0HIGQf<80t4K}AdtcQIiJUygMv{zPMt5W%|WEm5Xj9pw46(3iO!>^N8R%&Bi z7PE}*(IHCx$Sw%&{Wo^vlrqX9`T9X*`BOsUMBB)7zY?fdUm`Zw3us*+vgvZKjm3o` zz4Z4V)6&>B_@0m%L#@xY74}0ld|f1%5ym3D@5UeQ0DaVML4O?h693c3 zxISKw`UirPa>iaT90rD#Yhw`7XEe*a;e)wy7lRmMtVKP_!WgAQzn8P|26NfB`=nSR zD~_WMq(um`5)(>s4Mr7tMHm-}q$~zlyuw-nWf2w4AqXyW`1M+TT@{0bDoF~>*)FkQ z-}_3U%=%;l5+_>NQn#@toqwIhbi`Rik>{opb}K19hgmq|?X(>VJ$}gHd*HX7KMWxe zK#5pFvSHx^>Z>S;uweP^SXMiNYnT6Ndl!6!kx-k`|LFL^BGcWuSV-BJzfPdV%jZ1ub*Yo|ZMe{0^sL#4%=|zKt{yD> zcCWbX)Sr)b=CKox>S&P(AP_Y7-y9)n`HmWRbF#ZA5#+(ytbLhfR5k9aG{Ijb3-)a9 z&lFEkh`>leX2y3bb$?}qyxlXu7=NMf-RpCm1~qWR-D7i}ZP$R|*tTukMq@Q-Y&5o; zoN3I)wrwj%8w-no9nF>B^nv$p-4)NezdhHmQ0G$_DxYobi7 zU74VDFcmMGB59GIMQJE0R1`KRV){fyRDY8d5`S}h`FKjmnsR;vw*0J;;kL8D$!n@P z?=Fd-?MLtuN}B&?Y*Kr);01Pacd|uiEV9jmImK+d%jvXCwH~C&5rB%sb-Q>X?n>9& z=7wq9fChr90Ny_)r~>^p{-A_agfUH13O`3nYVrNI<%g{VACh!3Q6>HtjGl>!6(bl9 zY~O!|anvRq^F_P1g);%ayV!7F{vNd;_2(!ms95_bww!-aeo4*swf+TlTm8ea%MJ<_ zzONonTrhqGmXFIXx&cVux400OhelfDTXN0c|9L)Z4lu))x0wouR4EJ zyGN&oGD%~+AMlYAdq142UWvoL$TSoBwGY-5Z%v#oSVF=#90G3Z+HDB|-ZPTNmIk-Q z24*(oE}kCu$8yk%&Gr*Q&#alc)}LC)1{(gilS(ZJj1T@ zQu}BXLozyQmI^Ffr-+V2JEN?am;}!AOL1nYBGT~d??RUvMxhSd-sh+6$ZbPNhWnh} z(#}UNEqNI+Aav?OR($b|(dKApEhy2XLXc35{H>pC7e&_a{NQDFhZ)8?KZj%F2(hl@ z$e*dTGS46K-v=jW99}a-N3F|;Wl~e;+>x4-v$O=UvnN13byYC`pBhbeGm8$s@Nvr+ z)*O~P(O(RmSf8^Wr8DOtfA!`h@)G96OR^o4lYx7@swC9aET4WTq)|A@{jLNCpG|ii zHkqfh0d!RcE>q_G{6y-b3vd5>(x4M8Z(fX^<&W9vvrU$^%givrsCdPx1wv4in`I`LunXuk>%h+hB!T;$xhVoQ|>$G^Ey)XXn}di5F= znPB)(;mH5M^;yL2!|}5VsA9uC>hDJ5W+DBtdKXPZK!efxoQW-|Qhxq?18aIP%53Gq zd*^F6A97)fs(#KZN1hm?mb2)ZwUmgxCpJ&w&n2~q{HYdxCgU<=YNO+cx~)RakiVe_fnIS<-MEtk&q(r z*s2y!mLqQ*Lni;{n?)mg^*G0N-6o*wDcx+=i)a2{~ zWH|=fY*0oVGPEs%(Qyl88Csvy>ovrTdmXoql3j7bpb4)F{K+9-RogRK=unh1rc?4s zNJ56nGbr8@H}O!Jx>AM@=}1?ebo9!6*_gTtRk4H|Qg1N)YYS4QVJ;aEK7Hvi0&v>@ zblnZF6$%LctkE&b4S!8${&z&xS-I1WQm(pW+k+=na^YfA@S7`Ki9fIMP8o;@{z$#4 zb&i^cJ)C*xYzfKS_KDU9`_G4x^gukXq}|F64nKxegyKRbSRxL}YLRu4qpjjRhb@_` z^)izK%vaU<_alud=%3E$@T8w?9e@KGVVkeyjx$NvFI>uYUXJbXFnqP?m49$1qOlx& zzHZPIoW<(Z;ciQ3xy=0J=T7Y{y1NY1LSFV$9%sI=(ApCX-CoIQA!ztli4ytxqRyX+ z@t}#319`EOutJxHrpDy`(_YpDeWc$9kMsy z4_#Qa+}SpmAN`;|bJz}|IZq72^{7kC;^gEBJs??pPl{V5z>^}L;vS29fMS>X`u3D4 z;PLE&P2p!i2HY{8N0PSk9$a4}HZ~Pd`=aj5etfY;Bc>CW zc45C(M||Q;{y_QUSCZ!#oaYOC@?T1W zC)0wL0eTy&ctjgluW(O$D)GJjXFU85wtZUNFv(`6tDHAqgosKY21rtYX|kUfhqHH& zJJB77t&ppTszx_~I80PCdAF6)D5ft4)u6QtKyAkB{(^f!DsSWg^4?D9A zA|Z`ME#G$4y40O1SoB{=u_x-RBfT>Lr0r z@r}OU>Bn|kE!qkyUiPX$)WmaYSb^LID2p6^C)x8g`a}Q+70qlbFhl(4T@;HGM zEM-RQ8#i7nA9CbwKheW%&UU`2l@m7CwMvz@PJG`mt`0sfZzK2ZHzhVnnI&os+$*o- zB||yUvBFsNUo7RbQ>}8>%#ccsO-Q6XT%VFsm}2JCDp0F)=O-+}$&{_BiNXGj zIq+})KzXtXhO1kB4~V6Z^~20p$m9M``1pK)K^1%(0QotSe|Nsh!7yqAhq$F#3e`4-v1Dli9#zYd& z4(&!UXI&I7`Uq5Gu7%;m&K$eTPZ+OF2CNUaeJ?Bre1RwJ^FUAyTT~q3F>#p;3HxLF z+ozI$K?>_{uX#(mW7#5C)(G=j#4aBl5G=LDRa{ddGkX*%C@6*}j686qU_R^p7hUK& zM08-(+jnL>i8AE2^uag%b4+HrRym9@V>ZLJb@y957M<_!Mn*$sG!d3e(Yq|cLUQCgN#77%75#f1QzGY6pWqG9OQdt--QRBlFIMK1|(g?Cm4oDw~Y?+ z+#5XvkGt`)p6)^ozuq!tH;b)^QLLB^%AsIMZWp8x2JeRIJy#WZy^h}AAOq~4XXPW# z{*%)FEV3(}FR|^MitzbZB9oJ)c~3H~REu&jHMsZPGy(p-ZWvgSl~4739Uf`#C*59F zz@k_P=0MwJu-+EoY(=!`$1-Tu`q*`#Dv|Oo9$mYyKhb=#+O-!ZpieW1O?UZOP2Hvxk;WSEoydEa=rwfOWKm~`*rGIdxK@q)ZpKPN6Vs?opn)bo*@AtEL~w4$=h}3NlvC2^ z(*I5eQjG)&(m&F`^{0GlTJdH5ahV`@CQJKuqp8UL*AAs@uyQEZsM0u%G+eM4Od_2tlxD6xd>`BmPmQI39Auu)y0}4W*>R?DOql26^zCJMZld=!1c|S91r>`VfXUBUyE5_vI(Ki zIMwy8-T(IlcP4J%;xJA!hFXCcW#5A4yW%7H2)@D3)RILrx2aU71J&RKm-r(UR--ss zl-PfIVj=cB1Ro`6$&!u$&CB(IKAHKbw?72%xW zGX)CPdH!1q3##9MxzH{=V+oA>w63f!U=w!ob-DgA;BE`;HpQd|a^qQgyT#w9BhJew zfXjKfaozj&hSdi{-ls}xBT*P8a$u|p`56hl3>GuAs_~5|Cnx~#iov21q065*z z0RUrmI2Bhe>n5+0mW}2s`Z!0AZ5DFLcFI|xq*alh;{5%~J5xFzVT-x3%3rBP*P6w@ z0&C-KbW^l+;rsjFWZvtcpCYG&se3k({N6kb$9R+{`UC5GHHPJ*{-d2Ew^cLv`R9D) z7z(W|E|3qHvQ^L}mAWABZ5m#9092-o0M@U{0bQ0vW*Sx_|7x@D4=SQjDC*5-AB#~&I42J3oiZWuI%#!-#>6pk zDn}*92!>LOn{^v`r5xf$)JC?th&`_(0@}DV~;fweo zxdH;%F0_)9emyozj)^bgjRK!?+iuU$MA4StF5BA(q5kpC2$fjjW(CFMe|u@qI;4Ou zF#B@`G+2ez1qAFw5Ft%C@|?7cC|O7hq|WwFVuZ4jmf|kfP+3P`3|qKlpyU__R~h)? zAkBPoXBLo_zGY~Z#SViddy3TU7|LSXgzEbs&As~2xb-l1+x17<=fBs-*4Y%V!K|)_ zIbOp1)W*c?w#2s@7)F=G6S8-|imIUgFEQOVKOxgMfL zN24IUlkxGLl_O3<)lAMA`M;Zs&S4uY%LQ&6xknPIr{8dU)DJc7HHYm^&{#nz0rw~? zuQ!o3C4Bj3#^rOJ^#6cW2?Zf;_8Kw~gOkq)Lvy>xu3ksohD%=;aJ<&bg#`PoBYxSx zsk$>QL`1PX<$PB~(SRDh$92YT*wujzf%my+;p+M~I#j9pw|s{}SxqXIp_@?T6p=ab z$baEZo@#W0%=41AA_whZWmq*#6?#*Yh}@a&;BRsa9)f<977-gj#O(0$-N)>-e4Mjh zfZ7`pk99R+;A_ycpEjPvZ)k!+xBib06EN0gV$fo2B1#K!EQ|{C#kXv&uJS+O%QS-d z$z~=!5-*r9d29L?gZ5{qd2pYWj#WNOg%a{MoFO2~E+W(ag=M;rF>GTKhRzw%p+!z7 z%AdU1&Vhh>S`}vpBoye%WLqu+A07)macQ0ogQ>Bs7Y-J29?58y=u9&6${`Wu*ojYn zZA)-1VLuCa|MH~0?SNtwK<{gvT`9B__%If5bS{O-5=T9bFJar}BD_x!oADy2uN-lg z4C5r1K0O|;?k|Swr$%zH(d$__Nh3{YBo;Tf_a9H(tSz4gQ1SOI2xBnWFfbO4wlQ#J}(|VZw9CJOn#Ox;VW>z~1p>rSsK&k!FQbnN)4OSN=}aGt_NUm52*xN0D)nj8=EQI4;0F0LsD&N5q1q+Z!Z_%4HMDs?!*k z)@Do)e(w}&3HT(U^LzT@y=xNtd47l4Fe%2!$;O3ngtAOOsnH-jw=af`LxeCkn##SC zSod*9S(%2^*+_1#8xrXJ&bBz!+l3fnghVqs1?xOZ{*i|;M-{r|DX==>O~oM(l=HHG ztIaei0}ej#O#mKoi5mXa3h&v1X8CF~?Wd@83G_mzm++U%>FT@Nx1o~{El*sn8<5D4 zlGRx~#n+9Hg{g?_M+Idh;03_Ooc%P&V`)@&!<`JjANlTvt#RrgV zNm=reYzIvCEFl9I*$Zu2-(NNr4RcLWD0}36T$T?aNdDbrzCWOS6lMDC(_W0TOs4F- z1>NWq>tJ7W^>{6pi?qR=Yc!L8L*uAW?Cx)l6(6$rw-84c?h zop6VI8Lmc*qx1I%D5n>2k2^!ECvWnb0(V~_Wm9R{HzH1!MnYRZ=uYSV-qQYN9SA;~IJIOT*i$v~ZXS~?w(!G=u*Uphbt%5Za=e|g&D_$8Oj0QcoG`Fni`5!4R^2&o3mn5P~+1pA8m zUiTeO@ndKV)57HxtR$4WU>Kgu0uG?qNwyHSDD;!q!BUL~`k)?lnUMjWx41+A*3HVlsBM#MO>bRZc=%E$W_dxYoT^(ZRrM-}1_e;h`rw2@pRnCC)^S`kT*Sel-yvG}dXrE4yFyKQS9sN}?$w&02-{ zIo%ELg`hO=lDQt5Y_hOD*z= zSYjx3v=oZml4;imS`f8PfdI-g+`x8i$OM+R^kLjMwiRlPhrq=th40f;-WM^Fh53BC zVn_kfai4FmceVt2TY1QV-Dc4owzs-x*WyWf`QS2pby`+(Nnb?l_iN*RMmb%Y_i4Fr zhB9^*TGi@fmevASwhcj(eR&eZIT?D$&eU&YdTD|4g2sJA-6#_MB8i3Z$tpD|uCd`k z=#(w$pYm!@9ksd&?kNNsNfO8|%JN!b6E$erW(fsJ{S1Qfj3*)ibl;5h9cN=J0ju>f zvm{lVCfMqk*>nyMsM!4WSpzsT`nUiCgXjoOm1?&}qlJLz_f11y_#j)TF11XKWmYvW zIJY7E=2@dLhdo=9^OPR_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr4_z(gBq!54)Apk%M z0r(IC0HhFr5g`C61mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W6ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v7k8l({Xzas<@;@@Gvi+_hB zkoc~|4+kRw;0v_Hjm(uFQ?jTL;a}PhRFgzQC5E!ux5z3Q?X%&+(+v7g%DdGIyRSG_ zS$?o{zajIg)kjl_TQ1H??=i=vOS2J*kZkF^%Y&jNeu6Wa3;y)g^|LFa3q)yXZ3V#? zLQF!8$8d^z#ILg2v`=pclqB(m1KSPvej#d4m*X{a090CydMv)-fp@-Nxj$V1j`SoP zCAI(~HIa|Wtf3e0Zzxd~xxD!9`V?4_yI z)IN_Pqr#A@UQEvBVgpnIoG3=mY$2N~XRU$57bH4oZCP4_5*1_N z2f~U(z#L-Gw%LHMy=SwqH;OI!lR*l*)Hmy6Bh4XQWkmNBhX z$F@2io|}-Lo|d~DGEko@j)n=oBOg}=UIdmzN(GVDN{xvG{*&|xgki17^{cYyMxex& zZ=GZsWZ3AhheMjoiy1dQ*2Agv7-JwK-7lNPLwrd;s3%!PQ=KEz# z>GAbesi(Y5BLX)`yTxSYAl0Ugs?k-1Fwqx!=91 zXLwc)Pw>4ii%0P!yg%}MQCg}GVn;MW<4Ud?^NAcGp0;5Yo0r4dTpOjr$v13IVh_G> z1O#IYm{v4R*~Rs01H+5q-5IJC5{^9D;E&__!e}1@snYNYUT>mo=fDI zwYR2B)c13Exei>{5j4M_W6nOThj(L#N)Jk3dhh9m|EOF3t{2x>@#4LaUelsrMbMw< zd!A7(=v7<)`qEyU`2u&u^8G8T|cdmo4{AoESVZ&q5N<(ZcU-2`9-)Bg7}~gA{bjnyO%_cX?UJ0t9r+wkezS+PTZc`hLTLw_Az$C22Aub|zNM??5BB zpCKi-MJkWA3h_6d-C?b7yNHV@)S62XCDjoR9|HBRjd54mzn&n|wg(#C4#?ycbhHfS z;Mx+`uf8}L`z`WHCu8qo2lqv7Qd--6g(J|cWQK8NCzG4XKg^*H`4xhSf^|^~6RBx& z73P3?{-V<^l9cj6Tw=8~;q}8a;T^CbPjV4G1HttZyR2{4O$UR47P~rNZj|geAn1m< z*qQ*Hf)c)Jk_^{lG>f@9r0JOe50YSK&HGq5Biu^MqXXW&O}2TE6vr|DNYvPTT|E8 zwoZEhcU!0JHQMhr&wv3(!;B2feA%j@-qTaJ zIet;j>pX*n{}r&dT?+Z0^U}@hjaM9Z_3|m0##2JNfTZtlt_I4@82*P#_j$xmRYwGF z^(5k`W05g*yTJrie%BP;z}s|l8e=;8$(IX4Ep&Q5i%5hPP5Hy6zkvP@nAVGgZ&61ya$os9k`S+i_4j?ghGkZl^BE`Dd zmev0^!BeOQW3@Av#W0#F$|q*_-Jj?W_fn2;QRI~?yd<%`DaiO!&lHL5U)vjgVTbfk zP%a%n5yjzRD`V8`|?Qy{C0mP`Jk+3A(}7 z?^8fvb6ijlz7ESh|SkbqorF$@m47Mp!Yc^mL4e5^k#vwN0+&?)ZxIT zx;)EX92E}{5Sc2_2u1h&V=p7J6>_O^T8bmEb7qv&W+oHg=<4U z-lX^&1NT)eN#>t*^I`+zuMV5GWK|8QYGnp27fd$NpLE;z%WM)JgGztYH!woDrxV`} zb)$3-JJi>Q%I`u#1+Pwbst77dQe_gb#El0!LLi57@5ccqq=c6N)zaiYm)Y;~nruX4 zi+oM%v7$P9>C||>U%dtd`6LAEF}w;15B@k-9*rYN^C)}Ep2_j4Vvbs z(2eluKD&O8o!_D->~xY0WGmG{n@t>nN?neiLfaODS=Rns+9Pf#SOUX5V~Z48X({k^ zyk=tT90~v|vtMrEo}VXG4^I{yA|~6(c?5PawiKYNaf4<4%?mju$A=B zX?j^J5bg)(5_=dI75`7|;@$D9@I-ebi{$Y8)uEdQY>LT&9uFm{;N z{|vz1IuCRI)X&wARF=L({ka0p`E%EUa?IrCzVk_0X%X!pd^_ zWm-w8jO~cE4@w514qlVX(Be-X2tj;Rx3h+&N~NcLl+>zFCQTBW&umn+COlM_8cbq* zWWU`3XL4G~9Rvb2t(~8cFN0rppdMI<2Wx(L{HU2pn=(W%8u>ov#=RF9(`}(l%aeT< zU#CDu9HkJKR|GAXQ5n?;w5NeMK5Ed9*MAydYI%Uk7P0DJH&+k~9A~kd4bHiSltA z6M?U>B6z*l*PR|(ZnYWUAtsal;pGHjLL1T^KmbC&x$mK>0HYgr))&oT#H!h;ty3h z5LM~Q$+KQE=F0w~C4_bKHWz7D%v{PX>W`vZ#lWVM~!yFMQKyCff77QlK^q&I)zx~Gz$IsovNa7^?4ef6JjtW7u;Bq)w-ZAKLBZ8vBP1EkPK2JyMIh5 zI(j9vgp^~XM4{(iFGe$Etfv_AF2igFP7-dnI|uwwEqNx(XL3i4FtMp zA}kqG*F<7$xBeMm4gcEGGy{x5ej)W+mLRL=W(!au>ux{c!W?XtgFw=hy2Q$uxpZVB zB`z2l*24VNXuf^>RsLVbCUGq{a;jjSqHlICxghy(X8Z~@f(Xe_N9hcnqb)nKn?)%k z-0HouIlAB;s;ifO_!82oy%R9@*FX-jAq@5=t%)59d1l%-KLUA@yF@#7F`|_#;2!S7 ztADl(wGoF0C*7@I#eSJ@u>Tb&qq+3j2=zn@(v8DIh1zr0ymGdfd4K00%M(jpIS%Rr zwYp+|HnJ5HxucWPBKX*(z`rJeN&n8%ui9C818Hk#**gsQf8riTv}5;m(*b$bvHVS^ zKHaJl;<*=E;#NgIOFpxmo-CMyyQ=6bn8MT6kcb^M6_KRHr_`h=Q`KI6NVLh;>D!R2 z;dDrMnk3M66qNuoi8E`;uNeqUG=$B`<8a^oienbmx>QS{u5d2FO-4Qu_M5-`XDX;p zoI>oou53CfkJL2G4IS~u&_JwMe!bYN`8@Xg*f#So zpB~TkIAdB6rJxj+2w_Fr>AOB)mG*?=euUivx>Jrj0^R%HLpq%GCSP6e7+&Lcn_U?5 zX<@i2)UzxFuy>NJ)eD#~@O58c4b8+{cbY{6pbnT@aF@=ptd_E=f`QqxTM75Qj8es( zFXOBz+4()~$hCQV=QXb=3;vTQ#n;o?rX#QyEO*YVmt1;sY-eJ#2^-8_9zoaS$FFOzl+ z(Ljw-W&Buk1?)bb+XzidlSkAgp=qP_Kw=vYSUI;Ga7fOvk(+gdxevt^{_Q#_o)2*?=t0dL3;F;%^x$MJ%jn- zZ8O@HDBReA1XYYp>C#P}a#&(oVLHqFX%m=ybfTiVsz;ZLB&PTrm@>~S3Ga-(+z>me z%jqOi*DlX*tpYtF#lEl{Z|V|pe&*O65xQAnBrwnb^g!?rdQ_tUH(p9O(rl_!rFtOg zI|KrsW}*UJt`xKaI{Eg)5>@MxP2HJ4x6@hw)$<+yumQY zbPa%PT1n5`^M`;_rR6^xYToS2QsOThSjJ`U+o%6k$p6^ zYBcnLHB7dIt^CM+MSH#OKN9B>p^A+~i`FGiCukx4)e7kfMQHSm=k3ttkt<9zp`!w* zg;Y3v#;9=EE^ku)&fC&CB@h}*wvOyiwkLOI)J(7>2!ns#;QUo!0K!Eu<=qkRO!d`Bw?BEy!hA} zixY|rhs%hAqSjl9o_Cd?e6T9~k*S5!Y-*Qk$G}4i_iwJRJ;WbJycRp#uj0|)-;zI1 z0a?ZQBzYxTthg`@OGM(iRC!l{H(c9LQV=Hv2Sy8PyFQ;`pvH4mhw_gx)bfeRdI`fP zy>k8P5*@@k$7NXihlU*Ppj(M!HHHD<8Q<;KctP#UYnDQcEr$+OEx5Jebtwo9B(Zd* z;-UuAPD}oW7ml$hZy5Yhw!*K-A-O3C87!a#SnRwBG2DbP$!&ygbaqDOvnH z_#`W%rge5dm@Tg!K(3s=kEw^dWx2k&$DfcG{iM0LwdsgneNHkMh?j7D+kX4U2}RNP zjbgvRcJiIBbn}MU-&!)4GnvDD1ySLI%v)M%f?$68jU`F@v_xPg0ye_?jf1xXxZxsL zZozmsD=6{WlO>j_d1zb=)^~U~X&`9-H#Ym&{*TuIOOAGMAwP`u*;P{sp@4+gls0~F z=sGrNHzkGDSeG}TwihY)mPIgx-|A;}cu_urSc>yKb56A12n;R%sZ8+kwvxZ`?&i`A5YMm2{hc4VV63<$Vp*_E*>4XaO>=DvV@W78dS=63 z&5vgeN}3nn+fcvxWMCfj_PD`_Sxm z(20JTuT!-Nc>3?!Vqa1<7_2|Ve>>xZ?f#gTDncwt16fAayZIAFntq4w8RJewex7(3 zPh@$VAgHw}KCBull>V2yS+^3ByXKl|Cn45VOPhw{S$creH}u`IskBR*E0)@(Hj}`^ z?iLvnkpaqijEqEtrU2Cudw@WkO||8CE*OVhD7S-I&#gCoS^-^_!M<-)sqhCZ%@7qbBxi6z4G^v5ljnJlb*J6ebigv+#z1vuXU{QI3BMQW__XEd`l?I*zkx!{iRkWX8?W+i4fHD5fvt* zUG0JFUt!nSKl<~+^Y3C9Y-2Fa`Q>Iy4^GB~9Eo&TrxlI;KlQLgL%H7q`TetAc*V=e z8amT_>g743ei&k6wQl$h1$PDC8HIYOkYSPA=To-49{>Kni=&iZ4%uh}qu89TM5-wq zmwQPMT|q|%^Iy|&G#Q{QOT?#mQO$Aq%OD)Pth&y0s#*282jBeuJ1E~zC`x4~gkJSu z@5qan9J@#C}$?-7<_%APFr4pQp<<~Od^d}vk-#D$lT@OZdb5Pqn= zLLBC@ZqtceQO*&id(gSc`^c2s#t9vJEy^ozsmvz7VOACWfmYy$$79|_?oH&4&MoGE zI&_cFNx)8n!PD0t#aYDT^BVQhA|vxZusuztSV-Y}p7Ye~2jwIMM84|x%P+;%_KDJc zR+98`i??8&N5~;=BU)~JURaky9*Uve6Gxril?qTww2)Nf{1q}AxqQROeEBCDrRCv^D zZnk1QX2w^2`GF$f(q*i{`pakqpN+o7Nap?Cm3W9sM~4-lJR!4!K%l*Sz89)opm}q+ zqpvt2EUt_W;?Ec4@YgEPEtxuQJF? zb9qQF9OWh4#m39`4?~WD2O^(Nne@Z%v?MmFhsi^F{hT=`%Fvi3C+o)6=hWm^nthX8 z<)Zfd%A;R^U-q*S9aUo#0@j8J@gKB|FE!d^C{ir5v0gq1w-@6?`_8v?t(OoGOYWo4 z#A>)f1E;qnN)MjNN}(SU(nM(lxkhNJdrF>EsF?B^$1oXnxTUZ89sSkyszfp9$ltjP zV4-H(AMjj;hS$>GQWuB?vpc3x(W^A-F0;l^s&T z1mFJs`)|G8?<*h2cbgl0UxQQ`jO1JK25wWRGu+*@ zuGw=nAd0bKijV7GuS~3P_Y&T22$OZsWs7HYX+JU4FNtq}&Cl2+GQ1VJDk*%oJImrreY%u$vbx=4Kd0@0I2kq4GHQLTZ zY&NcMs~EihU3~cDECcH!>f2?7sY3PWMzWh04NR#NqIJAlK;K?%Hj3BNR8?X}#h3kQ zA%x<|Y_!oX$jG>@QRNwUXy$ZXhMy^?UQI%ixeHnJ7))_QvHV0}`Cl3?P>I(j~Vf?k?u66rTCyON&Em2u= z4=3_F>@Ee5$M^MM4Pfp3q`Hg|Ew26|NJbIG*0Qwz^HTELb2vK8^3}*1Zm0B=@3g&w^9AJ_iSY%F$ZTy4rF%$LgmKtvhG!W| z=iWdg#i`ow#t!p-IobO8UKA?BU~X+>lW}O2tx6Xxk6tWgX+`OATBpu19y3#X(sK?B z$*)QdG7;=NA5$;kM^E;4u*J!@{2YJ}&@p=-P&+cAWd3sFA^EW5sFWoR;tuw;ue4DZ zK;(K3qs^&yAM<2?7Y+Vlve&7*@P^C*U>ap+z{~lOMLKL|xu6ztbqB+c$->t%2=nwn zcrGttkX#-tC(}xCK@@N$<}AG&ES#_`luYddOU)FZBMKV=r`VWN^@-w6oBXH1T8WuTDM_laD!>SVP3cJnW77InO{Na!M( zV<^Q8)A_d|3W4h@l2O5LslN}wJ$k!>{ztoXWv-YRJ@CUxIv;DyFdlSc>I z>L?SME;AQ=SLd!5qDxw6cCp*2Evxgqv;+yaj?!N_$H5a2A?0pNq!cH>Jo{E2;R<_p zlH{0j(&XO)Y@ecu0>ejFhKV5AGoSe|v1OFM6#X0V%EOa4KI+m6FC$n%{{=wxp(Nz> zfbA2=$A>SU^)(aqoka|Gy7j|gzln=_d=ledzyOL(;@jZg4!S#0G;6pr?Y_hGMJ_9i zh;Sibyw&CbocmD@nH(|8S*_6rV-bG+Iu;GMy`9i65SWJF#wK57qm?c( zzj+sY!j1pw>M-|vdM)&+Hi`yOOaXm>qAW|SqB!ghf_(qvX|7>}QMu`0PjWao03ZqL zM<%qGm}fz&5YX*78)3#^HVGvZHIPSxJSW0fQm@|KuEh@;GTkc#tW~H~Hpd^Yh1BKC z5GuHBt!byL-IzOwYhbY4tLKupMSe^LY_gQH1t69XP(i=6!J`h`VsGY0cjB-}_Mogd z^yy>iVC7V_1nZT?LUmico(_dxPCP#-+9<<>vv2Q8){|zXl9EN$ygaO8sQ=Wj*c4LPgaRL8K7S!`ZGXD?K&qQg z>#q4|Xsj;I!7F>X|65O3NwcetwZ_K&Ul`S2QW2sfRNj*)z(@L9lUfa($+mrEqi2a2 zDNJz@tY@)p=-4-CdmIs#_uocv`=VWOR=u&Aw@yB}VG!tXiWQ%*b+YGo3rY1HUIcdV zDaAYs|`nSqZz8_cg+v6K%SuW>YVK3}0DnX+__;W06ok|wX@?@w_ z(r1Nfs}tt*0W-?`NloK}$2ohqc4pp%5-y1Qef73vTajJ7SutKtM@#kFW-lG_u+grq~BEwVq(dZ8faF->pBi4y}t>u#% zvH%uJ^=kNenCf_ZgQx?)uo%1B-iWeoOl9DBI$7{K09?qRH8s%%b=TG|6>DnAi)H5? zDq5G!@q@!pZs^j4>6vmcI2zbl&If6bOe&8^gtZk1TPmVo_@p)I-5D&|smiUH7PkYe zc=d9=4cUeu9+rwbe%)U9>j8-b=eN_tP@S}Xa)YqS4K+Mx&aEx+@KHZtduynNbuL^9 zVRrXrvep05kX)(9etv&^kLZo+6UNIb_WFDKp*ApB1@5y)q~}FF+76-lYai2s zpNJ-s0mm&uZ12xEBQD#PZ}2>YRL*D`W8qEw_A#gd+fm$goN?#LZVIJOb?baj)0o6N zgp3-=jb@tw_Y59oSWwU>$07tb_1$PP%(+AeU4ROP=3&VyfqLu7C)G+b!s^%gK5AWw z+?JsAw~H_ZaUQ}G@4%UenDdVt2rmf|w|tgz-^Na(M{@RgR?sroShP`TuYTDJySK;vIiomZDuDsBCnn&Vl@0Slin?qx2?FW>1s^0eY%=ic3G{b@Cv1HL_d%LH)1 zDI;l{B!{-x>(fZG{}CrDv4`nAAK8@!#fiIuSW$|dRszX_XeCM~lwGxiq--brC{7ac z!If%yLaFWjV+O-FVtYgj%2WLBKLrS}!fqBGnqV#wA7w&+LWa+p*OYad6pqvFJA9N< zfVJ?b2-kw6==qfJhxczMeU5OzdTS6Me;{~?2d61mpq1GPLq+2WxT_BgwywMLwwMDW zoh4fD-UVkz7#n#9r>*h1aMuq_4CjU46trb z5J^_y)f^9t=Rq=b50~!H+k{awa+$kdGMPBT)k)YC2oT>0S!AZqYi|`_=4b;z{DR|m z#F(kd#?J6tXv(zGIEE7w)sI+MLG-posbAKSY7ls1;jXzKm_<)(DEJq?6^J+HFuSrq zp#%z*GEHlHv6>qnd4h6_kCH09>%G@-|7Q>`>Qj z7(5HAL>GCTte6R2FNeUGEiH=+G~E@`Zj`sVIvI0G?o9U>f6_Ci&+cBQqd03`YN%Q%z1>JT=+3Uy86IH)SQjyZf-46~O?%W|Xp+^Bc{YjlkNWGx}G`b|V zSif5mTY?hs%^IJ?cp^7`Xh?Em5YeLZoKiTTV6xsW+eEH*nZ7dB1`J&T38zza|X|Y1;_Qe*QRAbo08>g$5(_V5r_P8m>Fp}A)$5mp`!E# zV0ko2_rv3JA0NO`CT_41Kk+V_hXcTNOJ2yKi1?!-GNTuxX36=x`XBnjb}RGx&H7Bw zld0F#endPLaeinE+E8SE{pDo3QJp#2F+JJ;gOn^{i#X;U+S^Oxqht{YkwBRnIrHp2 zl4LQ(B5*=!kgwzxz=Gt@;UWCmAv5o|udb)j|{{L)RYLa+RA%YZSKSr^MPQMAn-UriicaOZ)U*6orQXQzL~guFPug!fy zVcK;+RYZ;igasyu%r0Nn+*Os}qN;yNo3TxK&D%gjx_Iu-1ThvmOVr9|gz1L6XD1YrR~LACdiQHY!5$lU*VmsjL|04aeBjy@-dyj?jr7=POp z4@PPkRf8Viv=K_dGIt3Qo6~=A2^Uo@j!ydwU>vmn5-gcuVH6ymtEnrDx* zT1~`Lz0v*pr|=Aq2%YD&?ywdCPw4`^+0pDKWVIdEweVLysAfiWa&{n(ZBiOJ#0Y&k zI0uPC?HY~c0J33tiKuq~8}Wmsq!&qZ{xqAH&P1CCQWXdJuQ>_dKp8x;iVxA9B)KU7 z%nn9?*CxA9e>$29d_m9_T(!1U#L?_0NqB2|rl1qb^UC=)BgAcI zn$PYl?6uu?3p`~} zr6g0ZR7kQNNEB;JQ_T@9V|V9AKkT{L%8}CW3F3QpP$bRr&zRLYz%TRQaTU-4GI7xm zT>g9aP)L*uzN;&T4gRL-omq3vD5S2-(1r=!g=hckaT#glwR&S^z6Wn5AnDgKj)UaIHdza-K zownyE7u|*O)eYArr+hO#s+SWVKzSr<=q8~drXH+Z$LmPE)%}Z(>FjyzQekOZmA&~# z%m>9|sn3gOkeC*}J5018`0FS(29H}#@sYktVw9F9Z`=^YtBL1Xbze5az1b&PM<%{- zMDE+8{R*Mpdpw3uzj=Q}WQ?nj^8eNS{G9D1e?#H!5J;ICf#(r3JM$&_=b2@SMR6G`B ze91=rgb!s`Kd$hk=u;A&0F0(}wvA4_$ftj?#hg8fww}x5U!x`*WJsLKHDSdh^nJ4S zdEqM^og+=GzEh{qwfh!id@DrX>=GaLcT@Pg4Q%)9iLQS((abK!NMTO?LMzmci2fL{ z9APIa5;|7iSJf>S`XN}Z?-rcxO-RwNW6OU%Y1sXs%Oc;h8+=mJ`T?cca!SD?Ms{)& zINF3YQM}twB+<|k{M?YMdk?<12HL9oHT45NuKF}DMjUv}ihw_#6FM^QL@j>o=%~_EkaYp{mf+i zjTur!fde7c$ZIU^Qc2jXzlY-^;sh7hDWW+e0X>IPK03URIyMk&@O`b;;52@>FgmfV zzd!sj0VdJ^zi1p03!`NT{G;FyG((o&@9kto2b~I~N9`}>_1=Ep)N|lD%vlvQ^;IiI zJ5A^kvh^Npc!q;rDOtFS;q1pF2@hfEI;(8mepegzmE+{xee-y?_jK4b6+li0Ak4LWn0-I7 zb?G;a(o&q!kpQ$Dwu&FqH6>9fZW51rP>g6xt|`{iHRQt2h_eB;sa_1k%I2X*U->qy zSD%SDbm}{VwA2=4OS4N~eQ`*tR!P z%wCmH{4?zi3jWc$zT1;sN{v_;{&kWp(-d_p?T@Vsz)n>^yc#a>(AV1M&uwNN#0>HV zJmE78U(v62DA>CahYsP(Aufm4Jn_Mj>+(n8h#|8X)=06l3SNAUFvfx&V@R$3I&0d^F=V9BGfYUy*g+lk#&scrJ_+ot|0Z1tW_Kz0yXW z?wKn9U{t&19~X)iV@1%tb`%v$8JFAfMr*A1Ynl;TuOWN;Oo~aS|3pR5@4EXxPBLWv zGjw)&$_$>T8mw@%+0{gvb4}OVEfKm8vf?c1?evgyz;+*@`^ZfEe?vBPN)x5yF>(V# ztVg}TzN?Jss3p~(G)T+r0%whP+R0!w5iN>9V7Q9%4u&!1rSNlUXG5&bKX>_U#I>%v zZSRB>dAgsp-;0jLzsP-0*zJuzY9lkk73?|m_9)LINTR#3n74g`VPj4-TY?Gn`(nj$ zw)=P7+Rq$$vBk(|Oz0tw;px7B?C8vQU;yrp@UB8@D8*OY{&^xX?`4F^fuxmMI0Qf^ z07U+ded5}8Fg9ZLI+79MX6;@PzDD9}%7{T@PoS~V#jKwlL>X34)bWqAK)q^~wLUD_ zaXrbMmG4=B{5i7S2BB;C(>8VVCZ6?{Yjc!aU&CD_wED0)xM%(&AUWm3dhymVP>Pn`{j; z{WCJ_w}W5k#xR+$7vRYAsu9emXT%f5?oj*@WpP%iIisxw5jB}ELjAI z9Y*$XYF7vhOY?X^3IiBpj7vBT)f3zX#-|uvwDrnLg1Kj@2k@~Ne7~Co zsQUKhi8M;}SW^srU-)w~#BQV2)6x~p%fk~dY7@zPd@HbuYPlk|J^mEumw zWX=!xPI!0x?xbst5hA4whmnl@d}yseJ%KGcKM`BEjo<^ zT7q0$&EA|od_{s~@OV?)j(CQrsou=%k^1aN@or8pLa0wPG(Q+4^^d_k>=OocIZDS{ zO_ZH443Y3JD)Q^e^`&?Rk!)b3?`4S$SF5jjkiW$Mhb;d0*;TQTe%I$&_LlrAx_N4y zsb*G)z{@CK+p)f%yXOt^89Q}MHP6}K1^8q<$3J$BGkj-6Zy}CA`poMnX2Z3)#YOsZ zS=3y^vUpA zp0*^8G5ER3M42)$<%nm1l;GWUZdqz8=atzKTel$B!a`MNJW(>iM<$cs#84GH$>wKJY9K%Vd?&ok8<#!EJQ*G(eP zEa!%4xhK!ml10Ag-$HF$nnh{R(|F?xu&d-QP8P#?M4QeWa2f?{=~ji7M>e7Db1d7Z zN*)Q5`(*ZAh7I;}8k}{4nGBLNKMH7Ph(yt0()hz-ZEL+b= z*sWJ;Kq0{!W@ef6XXw9kp^#D;|kSZycsjj!P>O zHLyCLHtr;d9r!RDoA-aFFID)CAZsP-wHDKghS63J_iOsntuJJLf`ylb_PNsqs3%$8 z?o}C@78X{$@;ZJ)HOLz#@xXX`S#ss85QJFdoHVl6@C*j7Z=Xt=47!*MnbZT{#`$0E z{9l@h@{^v{c{v-Yr80@ScRP=jshDwn(H##ey!NH@@){6@F!!VvJsE+5JNm5Vc@@a% zum)Ni8XcHURsl<`2rLfA_$WF=|5-PYtr$YXdWm%+p>IE^X~)Daq2Ml4;wMjCh6WG^ z7&6jq`=J3e$SY(whdT(BIh2frm*9JRrS8%3oz)x{(FLN*hvg2gQt?Qwr(trlzohlP z1l6zEyLZ1PXB*p3?URkH;tF+(Qp3fo0{aP_++bqb^^G`5`^GtJMcB{gpN&6AJCLo% zHAx80{QN?e{)B0uNQX79fhv3nsq>R@WOmdGR_+!kFDO@0?LQjmZyvy)flA|CYCK;= zvvIk@uz7*Rz`Kl-=^_?s)MdKmPp8Q(_dr=)5tqaa?RR#tjj)pCD3koZ#-BdW9^d_Yq&=5Mcu=hjC6P*LuS=W2q!;6 zp3OsKKA`NB!PH2Cvd$yLQg2uE_67%Eh?1%%fV?pj6=tF zk%v_dcgaE=M6;L2vE>tAgxJCHp7f4anHcX5sO+kIRGazKXaD*slMru(-<%qQNI#xu zZ3(F+sUdtwPwRT{bPYXJb2#FI&UodKRxI98?s`vY-3GkBGAHBm7}XBYTa@PRrPT$AJnMP z0Bw#VY#c~Fm`75ZBij~`du#h!^^+QMxx>1e{{U$Y-HxwZH|G~egM|Xg%~nm&!rc2@ zxyfq-o_|;){43^oaY7(W34KI)Z-4M_$EWbIKYN5xk|%Y4nPX}Tw)bl!_JRIuncnzq zk!ZX9S-T>SoT1m+cnF~=Q=|&wV@Y1_FmTx3_M<(ELrQ*Zxa`;Ga8^aSsu$reXpuwN zH;hZ;a3oy(y>*@S-x_Bxp6y&WoM;PYj4w=2rfJhB27@vroiKHdvAY}<3xn`s#btA7 zD3G!_r?CIb^KT*D^4FbE+T+eRafq;t!OUA425%TBk_9Yq_iLp^gr5 zg5Bdo^G}O`#?^KCNc`JZ3oSy!RDNJ%vY3LuZ$MTDGWSHgqcfL}H8)k1(<3L+#{3Sd zu37mHI^=r(&ZyTHq+A>l*DhL0RE#Wy!je;bQh?K^Q?NO}a#=M^dM>h@xiA(!+L#oL zB`q>pW|#rNlWv)u{nay{pHn9^vjhhL}q6CK2ayu?E6Z^EBjR!w@7_*Q*@=Qhvf^-;+4Rb zQ#lO%eFEhwb}locx9XB#%1#127>MFW!r-q^_-_`R>(Wkl4ww=^^w_Rh=uK#=FD2Ka z4{4pmKIBj}MofmCA)*J_`KUw2mm5s@T(y^Y7)e-MzDRF~grLbxYIYT~IORmeu8Gnq zFmoiHEqk!t+u8`_Kb6OiP0APImY$>fE1Idj7G=>54)g24hS;;aUU>q7Z>e}G(DG-P z;{UDW=Y-lqepmF6wiZ9qV=sOLI^rHuJA6oE4G!G2#MflI`yh#bVk*@{F8S&wX!Z`R z4?P;xnpjNLSUBaXGjK}8`+NS&4My;g4=_=+FZ&!^_&(FHU1kD;!Ywq55mZ0uh3orw(}9Ez^?9> zZ!ECz5=G5_H^pDNgr#WgVUzoYQu3HJUucMlQ6*rC%LxM}0iLN8M zaI1&?YQ9#{A5w_rt8pQ8VWW~ixx*xiR5zdP_zpW!LmZI{=$Y+?=0&lI=F?l{!Zl)8|CI1_k*EfFFrQ3Uy zUkwuG+x@upw61dlhLqBV!byMJ>3X-b{2H2-oe+M+(CZMR5N8N9Af4-s3?Cch-YnTR z=N3}(3?`NPb}o(e;xr{r0k5l|1FPHUvRIC~WTb3L$x&ThQLdyP+22)eXONt28098gg*(cq9@rID**riV2w$n>RZkF%_ zw(A)Wj>UPj^GeKA-O}vGSjBc;^hULy|r67Grh(u z@${rI0-A{ciHJJ}`b(5=6uxZXc6EDs8H2qhun3H01CTeAsYJfr8}wrvQVL=IO=?|) zA&|@a_{bB0*DjyoBFwh;VwU}hE}G42(o5%rFMs50jq8W-kI4V<{ z4ALbUvW!Kd8?vFRxv6uVV;2ZCU`E;YCi=@E`zH-&A@F7`^y0DEbKI_BfKLAEQ7z($Lr zPSS&N&GZaCU4ATNke8!hzCGj;C5rHV;6PNLo9PCr*}sPGPAA8{b6SQJe}6h}FcSo% zgoL)x%5jWxK={mMC^4bt&b?;iramGv{CYV8nnq)#A0V#K=d>*&7R3J6A^)q~T;va7 zN9PV!V^QRXReD3-<#=YEr-^FtF_4WoQ%J3-{a3h!h)wYPiZUSYszWniiI*#SX*HjM zwlAJW*BX4LhRs!5xpYb`!K7>BkZTdpbJ-r%CPaD7AuUJG(5Wf0Yy#Oe=oazs7eH%iC=pH*y@3*pbw zgdzRTl@<(gm4tMEg;@fdke1l;F0`=If!`8VsF#H9-;AKf^Doy{yWIINmP!1h*tyxg z@a*gf2Owjc`bQ2kKhp8dd~2bFP`cJYVuKs(pDwa{Q{6HBt#ef+KWzIjq(f9?X*d+A7Q>Iuf zZ--zTB4g52K;j1@l8$4e@xGKyusuV1qMecX06b}!M0~Xpp@GRPR~ao$8*y`dL%Z2O zOe7J*O!>(d23$JB=1Ng0Z(KFrlY^K=9m8O2u5WsKjX_seciY5LC(tk(xL+EXRjSAw zR)-!*rf^VnG!dxOFu6}vr`_f-=>b*<2q*~fAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj0Du$%@F4^MNFe|pLI8ji z0`MUO07xMKA3^~9Um*Y+LI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(O zApjpj0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6ao-JaP9?tc=}I-V9Q)YV!zD8 zDH*_gHy|akeMI^E5?1$wl+9$j!yi(1$U$;30mn!=3ZaB$t+-KchmiG9k0=*MhfmHz z3GZV>Oq8$_I|L1tSMnE6g;F6w0QTp4ZH=A@>IjN7n>`A$I^B9i{6+O$#PMlFq6;uu z)6aAVgH={RMPXHF!7csh@4UL#qoEwRi?2phBxU}^%Rm)&OHeO?7C{GM+ynO&V>?0x z|21q~{idWO9n+yqSg-9vPLtiGIZjPLQO7{o-NNkN08a+mx2o>}B;HoXE9Ob}2Al3V zJ(v#aa9jYLbahGBw-bXa71Evi>O3Gjxs}T&TyH|C{*o3A0>BN(mKfTczP&sAWL&}9 zC~q#CJ)Au3ela>`-a?ICu(l%XiKV+YmkKKqAbY{S;&}fn*$k&QwB6FBWzP7_Fgtz}wiVh$ymc(kI zAZCqC$m2xrM3_Bcl+o7SV?WzISrY!_?ZIc;-cZ`?kafK%L9C8ZF}@D#N#Y4l00;Sv zyG3SR9V;!`^ouOvGB)zn)ZP_^V6_~IH!k1jTz`C0g=`%^732Rxy2L92u&>idTcv-I zF^zBy6=artcrU%lhHSO;6ybpz1u|(^l}K_Osal^f=E}e%-k@_7Pt_9b+A(3hmO^ar zqrd6fAGMZgw7v#4GbTh8cfo$(z@VJ?&$!}Xr^$SUDkn(D1j0h1si+VwPjCP|Pyr`KV>*y}2SH}lHhH_!H__P z>WU{Y0LY^7b*EWfT@oKBaJat?0dQ;N!x3XVE1OumUt#rnaiHuIbbG4BV&oJe%@0qP&N6peYFYQ>R)*8`KI`u z8Y#!i6tu51q&TyXOm5*Jb%%97pUuaWm~jbZAwHuo4&g;n>xvI}h1&jrB_Tn!>fd+@x5OzkrQbgpT^>`UjMrYpfa*W6a3u>{`4DJ z+pYioiLl*Wuzvl>k_(fb~%gaAq9F}J99?=g~N&pd0ukl=0_-an@~GC z6Bcu_j^v)p0t9-bfWQl=NcFmEW@p=7C{$-A8e&W%#K(;IG$yw|YXTRNRyupFEWhPn ziBGrFFZNBQ_#3n((?l3Pj;7dd6i|kK>Ek~_?gvo5x6@pVmF8>BCj>IfApJPBw5!=s zAQJPE;$RE^?68YlbpiP_t{)1wy-kiIWJBp%v?aVnf>m7m2%sjVzmoprk4qQr!OrYh zg-_@}RUX|L3*bL{C3GFpd78297JKefi9A3rLq9gi-@38I-e|Kg*7WkJ*#Duk@PJ&_ zW6o$v?l6eygsU6i&B)mFa! zqs#Pq#MIi_2KesB#55J9KhD}pC5|e4pM}DzO5-<#5;o%oF;?FGF@$ZhYdnxb=}*JE ztoDEo8D+3LJ%StT8YAafj}66U1(b=D?ATS{Z)95cTS_g3zOz@FX+nl1gkF7I6orrW z?&%wKIRDlISR-)rqT)5<+8?LjxtZINKBDs2-q=N#UG8Phk zn@J<-ABc-}S>qgWR_O*FmT|)g>m>QIdNs_a~hlaIo5+UCmu~a)jxyqK5}=U;HUd0B94d3#BiMKKo^D=LAioZ z^eYK2qKG~_uGt80WYQX4JN^F1lneSkFHW^5{D1)tY$fDxw`4QViXHiP`I6Mld<=WM z(qnpgrZEa=AiNl3ml8SpVFg!9-kWo@W@Oc?@1nju2P>CaLOU&QZ%k;fV~F4^NU0c+ zY={@wP{$$2XODyoZlAPcHif@s6lHRBML~s=5sf$^Pm6m;BWPunbgeAJ05|h?c$E^bcLxZ)C8@JM3>0 z8F)QR=+$zI$$Pt^49Oy3A$8C7+<$wzUbd!a@(fZlVQ%E)0MS3#cmE#?{R+G7Mt*Ru8%J8e~r^SZ?Zi>46Oqq(fgapzT7v)InuuBSM< zmbqIdHi77H$Iam<3}T3u8Q?sO$CS>eE!iX?W9<0Ip7HD!GVth%ya!lUKrY&@424UvIF2a0F$oc|0(G4oBqry9k&!?%Mk z%88ZY-upxwS=bz;ahwNrF4dX(Umdtl)qm5-%=mBo{ITPp!LBQ`kY0_VAh|K_=^}h+HYWDJ97Yh!Ynk#v6D{1) z@ZVFANkgURk`hjyf0$n*tN~aUL*>4EaUGzPvh4i(_&z7mOg_Ky@lsoM;YH*xJ@rQm z!SmmBT!T6L#Z(VBYrozW4;^+K6c%|jw)wTi9WZg-`XzC{T{jgC9xjtu6(?jD%Ja){Y;*5gbGR08JS-|LkkD3PM#W8r$sp5}yb=?>3Y z7qXGz!wDdopG^R?7Ua%x@|5I^s{aC{!(rW0M z&;@$i!yj`7HqFaF-uaqr>wDZjCImk8i=myh){C{%HwSu&7@J_g>ZAc zvY$HrseU$dD=2L&xu7kS@b(BIDJUGpo8Og8tg~FP6PYP-RM` z`Mb%ejd&A&#K1I)o=NxapP+KJB+ia$7d(OFFGY?VR#wKNz<2vXtlgbt{4KjM=}otU znM~Igb1_ueW{O!dSY{X#9DTzSYHS?CqY(9&OebAW5qGtd-{Oj~@gDKd@@wyR2lqec zSfy8>4LUaY7DUF+km(@oOa^Z!LfOzao&08dl35#?c{ihv9cR~xy=EGl%T~OfnFu~r^1Yi` zx1VSun{`tbC-T5k8O=){ETsspd#x+Y_rOvl!8Sy1@Wv(GiUg_uBfWxuO37-``?|C| zYhKSD$%AnvjrSB%v$T$|;%C=?)WAaiPw1&{7hfnK6et(_CRK^c9qPltdc7TeU{1y7 ze3Ncdj%Yk$fgfyXQi`QmZ^e()SEHJk!m~9h$Qr*&BvI-{TdNhnQjxexY>sJ|+1LS> z>L9tG!~D=F_(EstD< zpN5>LI)K?*Daft{1*z8YZiU4Cu46LU&HT4AP`;XhxefSU6>3l%#e#Ospj@v)i1&6& zbf$`R@@Y+!TKnM8Flb4)Z>FM=sHl+u;ao((L+LwSp?8n?RE^DXt66CYjBbw>pW(KhzG`xUl#7IqFsT@zV;CHWIJ;=<9C!S{!4?XajnY>-0L=e~$ zjMSnS$C%K+p%P4)6lbPt)HbC@L~>5He|Yu!m7^4su9A0^&`3dt zW=9NdtZ;IO&iO@3tfcuIjx_KS{!*3)M+`{Z?=&Q}G%5T5;N#$cO#i_oMa2m!_I zYh;C+#3k2}PQsUh`oo(ODR$cy>KeL0xbdV!>w94$UTpuxpRb||q7cpAjq}M14ALhk zi*&@^0gX(lo$je)kN4=u@p;YV$Um=Y(H~HInCSD!0fk`_^*Y(L?e7d$Vo+~r;xGW& zoZ-M*UpXp`G_6Okm;vvNXLMskpeUUG2}(j0587&Qs(4poH(Sbs0z+y@f4ZJ~y4JRF zQ(cokt_`vn0lVJyx2mvl6{Cg&d>YwUhw>HLD{Jvh)K5xVN>o{$BkG^n4iA13su4fE zPO|=5H_b_9%tueW)WT6;OyTsTy=?;qGXPoFK=#LAYfTpVV;zd?V94tQ!ttmUaXN%V z6UCP-0|G6q{dFxvoJN9=3+7xmx#1GBh>e$Luy4?k8ITuWO3fxw?^%)#=;q;58UM^b zhKh#veMgY!g|R({aF;zlhJ#ZXdqQx{H(_S~UC*f%oXx806ttI4B)|U8#bFRYa9+x~ zez?wiWAzorm!p9aARbU(Y)LEpp5g+N?zXWb%0qGC;m+7iHS-IG#&=vRK@x7lqu>!& zJ!kBjU{}u(?Uv@uT`Q?}vUT?)<`%yj!EO&i=(Ios;DTa>5Z!s|eylKi#01KK>EwIgGk*X(n8!unrb$FEa$ zb3U`s$e+y#R7xQ%5MWi#URIVdm=|Pv^Ft2pw#y%Z1i{ykIV8U^G!>j2Cp9MX~W4YK++G=A42%viG@m1|X z;)H&TDo%nhW|{TINneE-EWgl<&s<-+>2qC+i6-!PEFM21HNL@Hs@gkK=AF<@VCjpz zZ-YT_KDF)>oNiQQp~?M~@d2BGu@N#Do~FZH=DRiXj_r0Dsgf7$L;@q`yhQ))Y5P8D zlCX>Ky3l1#=0LtoPO~Zk0KKQ%SXd{tL(XhXf+f>Po=nm?!g#>USA9uPVC#ZTzri)p zYOaeuk2RFRE$3s)`h2pwy*A(hyFM6WC-)O&e7>5+_2GMlYoq{ z#7FN5j&O<>A(b~_$uFz1imORbG6hmbqK8TufYSY9EEAMTJ+Trt zOjUB=B6+siT@8K890~erMX#u8bOjiuMQ?Kj@ifAgBJ?(B#6AN)Za`vrLp zCJ@h2kRsX?uDrfy1Ry8+Bu(?SZ!K#NT|<4#tg^%apC~1Tr|f+1hTK~yv$lld9BA1o zA$DsU+%t(+{U6t<3!lR!7N_PV+I7UT#)ZY&@mFNF@_bc?zbYHW78c!oycRX4 z>FU_CG-NKak=Z@77Dp(92koq#!1^Wnm*1SZb8L)Msb)5O??A8>);Kj(5YZVQp*lUT zTI=5%X3qU-wA8#m2nd2)iSy=YRB+5whMLnYZnJ-u186G45N*UN3hZw8?1l^?5($yb zxaIEuim4BW8)rJfPx}MtYg>ymvs$S zguX1mV!f}i;xOepZ?Rwohar5zw?f^jH(O5So}9?%mjsag8+Q{vG3%im{>l<9UMH5r zgT{wQobMFXQ|z7`VoGpV@%maNA0II8Wo02635W6_)!hIAUFxO)Qvz3agSpj0@WYSL z^6br4?o^wPhN7HIRa>%Nv@-R;x7jF#KB}>L6EXyIuFoR!}*_8+2RzJq$stiY}=)H+@V=@vYXcz`A^tW_)jS1Ui(+xgRmI7DA&q3d=f1OqCaY ztbAUW{&-gcQTp?(>`Kw}nz)-Tm{76__a9;`)`bVQu_af!V*&=q&N1C=s_IO{ORkDc zk#uKOq;@fOhzLTQi7LF*vh0tZ2=#xPqGoOTY9430;D{6KX^AmzY~{gVu$;Ma=L5c- zmaL_g(Nfh%X|>-_(P6l{%ijHQtrjI>co8>ex);#&sk09nkwVgy5Rx z&r=5W2=)~%7YPs;fqArzDNufZihB;gFC23X6bIX#OC19>~4C=?Lv>RK<{a4)l_MM=%27EEL4`v!m=nTDm0 z@V*gjn4isisxcO;65YA5D0UOuP#Hbq;%gz(zSp>Lw4^fP;^=&VX+7GI^-q2CHb_Qj z3_^{?BX04l$UY7?gFCXJ^#VvlB&|=ik#bYJpTDeC#gckDa&7AaaF>?$+WI}HEViSgqK;!3hsLXT@dG1Q=<|o0(tr}Y0*9rCcLmW& z;=9$lbK}O~RKoQa@1rD7iL{aJjw7iKyPXXz1^;C$;<5W+Oh@mGVG@AgJKG#u^7sVu z#!GKWO>auLTxj>wZ?nfBf%Lg;Yg3dj<3p+Hc4)LieF{+9(krVd2cGC7Tt){zzN$tF z{Z7;b?D38+?>!D|DkNT8Au8%_d;=7h`3Tpq3@;d`8Ja9Zas4ah@Ue2pC!V~0{Cdvm z+KDqBzT!?nLBksL8%W{U>yPE3-T49_XVfDIj7ytmIc zI~i05FkySQoq_Qlj%dcx2?$lIC`Hg1D@+cMRsoK6>!sTN_1mt$>*@0#`oWXD(Rz#} z>kN9D-jX0!E?iRe;!BK4KO!*FMlA-(l9(nO`-0dnW zHq~KDJ2_ne-4Fv<_S4xbu(qZ)3wG{fx8Nfq)3KO_xc9!{w%(=XGox*+By8fE^ zL15&1rWm3$dGoJ;e0H4jHf_F}a(ll$Z66_>Ideo^&otC-~uv>#~u%MrYYGz@Pn^4$GeKP6Ef2gwxC0 zv~iZp+2~l0sr7q}Qt--z?L#4@5}RJk8+L+mqBP0|HyJZR3$Wf+y6@-vZ<91BI!BgB z+<#&V0oei59DUa#LXGjc2FVr5bE?mcGwQN`k*SmbNbktsG^3X&`2w|fz`|+m4>@62 zY(tH14LkHj0L@Zv!QlgA0t5{4V||Sv=lvQZZI^rt`_pH)+#n(~4I}Qs=70}w){Vpz zK1xQ=Y7CEBP0Geowdr2d)z2NfJB3(k*?B zRE0Ava5CiaMeG++{DZ0=n=AbM=NV!>mDL^>ujO6U2Q80!mje1#_Wdkc;}4&Me_A>9 zF4PSx{3dW#k@IEIS(>?_XH`I)->y+$(_r{HJ3+X@Qb*zLKEhL;-=-ZB_fYw-w%Q~6 zViL;_TGu$5`-;ybX7^DiSudr}cog>1H_bZE3t*i%Pm%1vA-Y6aUQdaPRyh8~D)@%h zI|`5c@0?Ys(yU^fQZ}bZ5SPnW>TDA;the4ab+>a-WA5}r{wFL;0w~-Zyfh?F^n%M-?MU2r#z@`{;H2+!>J&nhB!gL+S~i-t zZGlM+ufKnCfA`-3Ke9?u%7^l4Kp5aoIAb$iXS&Psxz|QsNq6WQ^NXBpi^pB(Z)arUomJE z)5)a+r!$-PQQCXbBW#^~X) zk4TaL%Q05Q(8=|!cx;HI%j6ULG=o*{{89}Dd-6e@qMi9=Fa{7|pBnpG)B*+0g*jxh# z9fKac^NSf~KFhHPp`O7D%O9>8xvV7GHJDAdhnWy!or?~aUG0zXkZ4TT8Z)(W$5vtk=MP+LENT+0a9J*Pp5)@XA=l%!}ZJQ5)^agh-VEUFZ3Y;`W)7d$;PRJTJA7TFD-3I>Nnb0h{@@Y`hSwQARIB z9vtBcStM|zs2BD~Go6U3`>TV!2>~;W1ltHt(W2HOF^x2|>w?yzB}3d){6FVYIXvwf zW$&Hr<*t@L{SCeUA945Gm-idD0X*BbZ7kQawTxxk%k`}mmRrWcvaPjc+qSh@Htyej z{dGTr`+64Vaej{1`)KJ1>JD`=CK{yZ4I_R@cnP}aB_L$h(fKYb_5>LBp2vP&rT=U3 zi9+M(kNGk)X6>f~KJ-uz&2TaSesY?_zi=#(hH=1sir}NZAr~)IkB04c!Rs!O0|&meAWsJUCQHEnHc6 z%+Y+s>TlG+VO4uGVcLMqTW5KFCy9J{)+0f4JTu`XWW3X_!BM_Z1H^dTcj2hRG=v^7!z^DQ;*e)b9*Ha>3}4@igvZeo<~7 z_yR$)kVkiCFb%)PVvpCR>CJW?&%u(nEp=sIBF`sI#@(B{Y|3bZ~h<{Gz+-;1)i`K7+xI7@5 zcEJ4YVe7Wc(T&-&MM*ik~_+}8#?8K*ZSe3T3Iho)Nr z!?}r=3#A{C4G``Y7OzH!Wa*+o-}>P(sKosRKg~ZU+*A zOW76nE}DF|Ig(H7Bdg+mhS!tvQbSMTzbz~-B)m#4Ta~gJbL!rAF0KcN7<#F_>0*um z^0^ujk2<6`dWB)g=vZmjJjNgyU2zGyt*<=PsBSJZd1PHeXx3&H>&L&ge$gSA8{uJy z1^qFdkC%;g2ejzE7zk~>jZveJk@R#d;ET5Vpy3ic$&IA}A-?{IMgjN|?l< z2p?yMak~52@u0Ybl|mFgg44hJTa0kz+XHmwTa~$QH!|8F^<$cV>je$J3CZlAxlGGn znqwCohb08o6$HpV?^HUUX&B<0xCF1;@tGn z?;{&~>W(!Nel24>M^kwYQVKWlmxj9eCe$cNC6oS$$gF2$utDKGL7QYCk>F`Hwgehx zFb%!o>Yt9`heYvKJjBhXpK0;-U*0kJ8u80W#e4unWi^QIcg~Fl%*T5U@5A4<%upfl zqwsX7$%JDNg+KcINtFU9l9)ZJ`m3$~ulo%NLBIH?$-Dy`BU(OS>r(H5%Y zN@kv}9EOC+x@Y@0Fx)*LzUB}YZgp>UC_u{(6+`SOlQmFd%KgiLvotZT|wjg{D3D=w%<9Iewr_M2^YtuvI);qHqAKJcvbBBEeqBm|I zY;#rHn$38^VWIt${tEQ(wUc5|53^xLTlcOo%U$>>X-7c2Q@(kWv6N7enQowGP@Lti z2=Owvf4(f!6aFuWxudlTEW$=rQ5-9_jtXV<#y2oK`yLU6;2v3(WU9oU`gb zlF4OD&0qvto_IK1-Pa_a+rwhEPazW{I-dw;Vw-YNu;2tgiTF>LHtPI6u5}Z)!zb4` zk0vfP&BJ0;^x;rEO`v&_3q`uUziPhh_fALK`bsJ{4Rw+|k!HSk9O(*VeP$s*_Ou72 z{elsy9vR(E*4TBit3BEO>n)D21+x39@(1G&omik39MVSwiHM0Wm0EP?x}qg~zDiGP zbK{lJyd!$ zAr2#LCpbG+$pV;eq!)NrJbj>|+#UM9+#=DBXyo;*YtAU~O0+wPN%Qz9>DerL8p6l@ zwp*UOc5pe31G-l>*dO3^pNgLThnbf-Ft3(MR-i zarpbKWvC4k5#EYc=;teActjmDKWXT$4$=NCWhxt_2X_x`+jr`>F(x1%1+Lf4EM8<~ zNU1b@4@+#JcWji~=UNiq6e(0@D79($d?`|i0uWhL=`=ihvuBq$dFjwzpx98D`2#6u0c zLOgjX;UjQJs-NIKCH@VC=rMsdD1xEewHixlN8nF2Sb26Cnh^28O;7EV+zicwqO<7lT|)K zzpe|K;O+j-aCWZCF?fQVs^72v*`*R85`D^q?iIl(ZW0Wt;oq(Yk36yiNnn{D{@!gA zaLKmN3*xRrhpKvxDY7O;x#$}>71Z6Fdzz7wkcL}+%M}T61?v3CFmS$6>OtW5*c0$H zShpsHGzgUYsZlUlP^RAZ1xt=3k{C-eHG9fgykkudd={97K%H4$X5 zT>L;vdj~CtoUjKid#^-NMNP{WcV#1^588Y6wG3V;-t=MD8_UttLRPP%*wZ<0L8V9Q zQAl5OX*pH!BLJ#sBYqgeb@F*_UlfZ-IF*$0jK;&^1bX76O|7)^#5}I#g*F(B2C8#S z;%d%lksD8IMFc4p8W1IwPW1F2_gnwwGI+&NTFhJr1P6$2C=`k~Qq@NfR&?Pn~Waj)m8 zdFkV&w$xS1tQ2;9fV$BPOnP63pyEGT`EC>Smwn$JpLi$mt(Cf>BeUno$HBWG?@jd# zH2|UkK1()c*GnJIjhE==Hm}Uw5{9xt#?SH+eF%D+x@Lr0(I;`?J)Si(Ep7B^r&XH} zXL;42p&n4;BpT3VCRcWfi|o~xp%N?f${+l63WH5|RcgK|{z;tp&l(DK136c+X&D{C zKWx?!SRQwomt@*r{pdc_JaJp|fa0&=u#5wmWu_ivh@{EW@V{Mt^;2-=DD`>?S})nu z%&t+>`cg;g1V=UgaVR~MugJkcn)7-UA4y6L*OUWNpx9Icu#8yRWcJ*cP^%8mT&+)H zJI~+@Y-}=Un(if&5jYyZ^EM-9*nRS$vuL)cf9so-=95zvx8^lr!5+5G6Q})|6=H}c zSH-8RRH=yFYvO(_BTp9H(55fwU+wiIR24qx?Gy?1oonVhylOjAa~XaI*9xymDAW^Y zU1J}RFw3ri!*n)7f4%9Pi*=SALpI4T#phN*klOz%B1GbZUomvw)?P)IY&`QkDO&dp z(x1#rv22)0WO-H{xkh0UQcEZNFne@>FmPa|dbIR0oQ`gb>-~eKGZqd|o;an2GxV_z7W()-VPAUtJ4cs7pV}2! zzq-^^$0M2qwsM+i2X@BD9>eRiE77cIQ|0!)s*st_p7L+^zM}zA z;HZh7wm}MRa;T|BcyzQjSe(AUSk}MlN}m?oqrLFM$QwVBm-0jQnt>q+E=# zMn-*#BL1y!lw?%d_*=6gZZ=I;lG8)Pe&gJyr0{dWs^-GBcv#G47zZU0Y$NQCXqy+y z7A4}X?pDyQ_=`#G)sX#AtUA3R)n|~Q{nu3gU<231PM7+Q8{|f&&`t`Lld808fo7@- zY~GDLSQ0KKA&91Y0ok|rzQeL>6P7bXBzQZ!v*j>q*To1g4|L)kc!D>n_X0zjR``2w z(zOH;G%~YSAYSg#&(v-#bZ4F)k7K(v0hxSexFw7P8*dpK`>7;s)m%vhp0H>&>xX^+ z72!+!<+gNb^^7AY3)7kAODNO`kWXY<80~@#W#a^UOv*uPQr^jZ!bU<0@fIK%>-3le zV;b0^l&rkSPCE_wnCUQ!A9#kVSMP z{}-JssvmmPZYeiBg}=XLtpEPA{Zc6wkUs`Ncs0iP9pZL)-b`0ClZS!w1_)K%1VqEf zmZ4D!%)W`?$fo`#-Vy4;D3aV7C@UsavO+ElFJ<`5fS)ec6X~|hxcuJhH!h}Ovap(Q zwSWG#8Y|6vm|LjG{!`_Ld9uV;#KhOGFt=H6JBj<}!RijtSTPcxq1q@%&M^K)zx0E3 z#KFjHzEFrt`X$I8(vk9(k3iS=)+KfBlVpH0XEYs~ko*guk1VkKqn};U6}8Z;!h^zd z7{=jqlfk?G#U&Is5;56l{@*N7IG7Aek}bme5PBL6pZ}2_L**kDAa?zMSs^LAalPL9 zl4jzUrWkdZ^ja<}RfNxz8+*jEbZsj^p25n^RJ1wxQT!1|RkHuik zRiTXFKlB4>%KAoXWBAju5_N?%>INyXC|5E0syj*KeSq0v-nkBvN#t(3Ljdad9+WiM z`en@>@>a-A1Rcq|M-nfZf0P^B3@!A`lk<(d|9y3$8-Bjd^$qV;PtG7A*=9~Hpo{dg*1{Nr8hBH zo;+_`EVh*kQF5GFF~>}B;yyN?m<~s$N;*P=Vgh3M*P2*1;(@__9P`1e33^^3e4roQ zO;vY@Et%T-=h%;46gdo5$<25kQfI4@!?fm1UytL+dgf2*$g7fs@ebwXWT^Npffs z8!xYPN*g}`WDgBeFl;ShFZBY%Ob8kNy8BKG78DD-xEpXWgZjBzm z)9=I|w{Ql|1u8aG!VhsspB)?->GJ*L^oZAHq|uTNb_@KKJ;b$3-r;`-44L22+0cCt z5<9hd$mj&bS>;OFj(@HHa;BqfBgQYuqxqK|N)i&+F*Wad`n|iT^qm*NC+xhOB&JuK z0S<4Ve5Rd}4pOJ`NbF~+y{;zqtvJEA;B11g&CYhtG?)#0Hb!*T0ysZZ&yg!5px3ML zJ%7f3;GQC)SFa@+&kQV3qHdNtTERjj|M$8Bi8IXrw6rTZHL72jQtTw$&=WcFbyVg&p_(6EMWDq z#_-wjIX%G{E@IB-mwsmmCm6-f<&_>=cA~7fj5x+d{wpkOzZI__L4DdF4*!F6{Xn$Z z>?u1Q*yi&SOY`t(M|HGF)_x5Yp(ZUClHmA@S3_Qnsd_o=+bWxIZ^eIeH?+EBE+b-% zfTc5KotoK%`<`}0=Xu&{07bDfke?drO5n*hPBAi1?}|7_X&=RhJbt|Xl~1^8S!%N( zkAsTz;;*;bi77=Bo@Q~$i`&6D6*b&%3p9;zAS+BJ9oO?xjNFBVL$#*7Q04kS&@hzj zg0>vZyK|q)A*MqvCb`9mVu%ty>zg0M)>#1A;KrbDH0916R3#y^r${)tYF((>u(3-v zWtDQsk9ZBqAg((z3tIJ)#W|u9fvhG=iaHtdJXeBleoc7v)_CWaAdZFzM|{cy4u&UP z0BQ`;AQjJ_5=J|iL4237)U9qq(}FUG{sCtNQ5i_J{VmAQomNDm$*eF#PrvSdEA0)@ zRqW}1ZO2YiL;(qF)|6}POQ4`CG=KSylQi~$KFBqZ%~4|Hf{qNmR)NyIs%nQ_hnCd48wkRR_nfgi+NbD0B@i>rlQKf81S@MJPP%1v3Q%>1<5u?-IJu9jw(8yGs$}Yr>c5V> z#avD&Synv|Gk9-stv_@Zgl9N?FD$eb(#Yn0BOT7ZL2>z!v|eV%0%(>=BHUwQKoltW z$!sZ1jH^UX^1@`mO^@@?430h+pbV#xJZ*AwB%NHw1m6QBB97T=MQ%Irn_o{UkFo_s zaLf_v$!KlVeS5{FtJS=1`jJ)yhN(hbm@pna=YxGR&|km07?SseLvj;XJi#L*$Jr8_ zG>e-|od%3(`_EPQ0<;YG0as1^S#PEW+isH>sJ=dIp%m|$f@>B8>{eD9+K?c(G_8;B=mpacgs$j zB^l?tX(R6%R#F5<=nA3~?GPXwvcJL9py91A2ej%QL8^ad0>T;DiK5DF_NCzk$cSu> z<(dZ=33yN?zvf1U>myrx9pbVoaNA2P|BPCcU8O`FyINgY%{r#`{4_KACtzK9!f66( zI6lT;(Vk_I{Cjkr5_~NI>8AN`kCA?L_Yi+}5g$C0{g7W+00on-X()M!>WHL4ZK|P& zb9-m)&4+{u1E72pWj=e|g&l|AGu~~uGDuA|zy=-XzrW7nVoBL)+rkQ1I&PonQ3+!F zqJS+DJYr@j;l^Mr9N~-C)hxp~^(#Vb`bDIkdZCnB)}B0^eY8x1l|_+0YembDGIB~= zWGh`%YSP;}XpEeIk$fWhBOItiQb>iXVBrPy)+1B^(a)F1OFA`@O`@;%WCJ$6$TQZH>?6se@iH!v^ zw4ar8Fcyu#T6oQzc8lA{&8~ zW2~vT-79hI9-{wnL5nYeHN1T%)SGYqV-Bd(s5xglzJZ})rv6n^y}-I<)aAc6+NM$? z=}?eCOG~?}h`;A6=*~3AthW$fo>2NM(214)4@Ys8wI`mr4pwz8|8cIjFoMM}rvd`i z;L>QPv`h`*VP<&R`i#&tqJaN7yKmd2UXiLbX`thhdjRc`v?1WNSOn8Fo!m6B^bvT` z|Csx2FFy(YKsB_qYcO-VMF=rDeDsmeRIlBqB{RuY@-vf>*%jbKs?&EEX(A`^w|$BUa+YS(?}8AZ$D z>D?k-_nB3^pzx@E1I|GMvE^GW007*dio5fFH*6S_tUm-s@gg;7%v>4#PICPH*7^l9 zPON$&+!oTmtlHC);AQ3`wsjxblkRRC6o;+8;gdMWr8ENk-$)sg*x>Fg!jXNI$)%it zZpNUSUqhnKs5h_a8dDL&1NE&lJPpPGY2x0)WEQlOX!#sh>7j$Jue_zDniS9&8gum- zMHpFHnE?U<3gZ78Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!54)Apk%M0r(IC0HhFr4_z(gBq!4U?4IuzP3IX^K0sy2CfDa)6Knel)5CQ_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr42nc!-|8@p+s1H6 z5wtc}^=Wf;Ui=72@bjugowr*SR``C-eY0?uxQ9}iXkc=ZAlX`j#F=t2w1Ay*zRqvE8;a|VS3ud5_K z|I^4Pw>=R04eRc_g9XkAg<>=N@Zk2G2 z;3G5XV9KFsT3ydc{6NpY6aQNEXY{-L&lf@MpYI*t&*BSzM9GhO(s(oHle6%KAYmaT zQlcz~#A`i{ZfXn~e~d`;^HS!(p7YXzUHi2VzLg0K|2m@58GcTT+$l@8kg%%IIy0SM zS`cR?uz+_d+4fVX`7lGpqSw1}zM{YRJ9cr&PAM?i9*dN!)_`qzL`5E1fmH@G%j0RK zo1lrbWdd6xF-C~bGA13qo^6n=l3nkUS1TQZY{=Z5i)>}AK5#t$7x~8d!>jf<)^BDa ziSIK2k%y`Ze)=+#*N$9ZZUPf8bemx)Z1&Ia$hpgp_oVe%S`^3ij9E9Ia}-SX$+{SV zhh2VGSNZj+-2UJ=!s5otR#Y9|#*BMj)YkoVll&`7gP&%iwkTEYEO-JTg0}Vxq1#>i z3%u-~yGSevF_bl=5b>P2PjwZy0XbI-osc`Y$(RgS zUYGLV`8IAff3Ju`9hqZBcnhMcZS2`HhNaZbb=qark((;PQV;xXGv{0x=;BrD3IV7O zdBwx6bZ=0TvpVpKgwBf>B&h7S!ODr0v@YfoX6IbS+2N^-WqzWqb3XIOg(GuXFw`~1 zhM3Ysn5QS?`SmhYlQ%L)y_Se0u`qPHV{v5ckUUhmctZ9igDuZMO`T2_3bvzh@~aNs zy~{F1yLe=0L4Ak*{G0v0K&19EYY~8`v7a)(D4{My&0Gi3FiG*PUR3&S%WJv>;F{`?ZM#=O7S7zW$FN&~`d z{RfPR;?YHy>$g0YD2&?`clZV+axxr;>8rA3*Cwu!&MJGT`#era9m;!cjzodB?D0mc z>E129EtdQ+K>>#m9U0SK5o(qD$}UAX!K#0LDBMDvPLD9lKL!lcNmNYXkgE}4hJhRMW-Pj9~k zQO3ZL5-8Zm#Vp0l5FF0Em24g2XI2pj3F)_RGx_oBfbRQ~{+0++Mm9b($(HRLl-VoX zim*RQBc!DZ4= z`T8$kkR>|kSKtXvrldp9zCF7gQQHP95{_wkQtHY5Sh&8SVyQd%gQKaf2`!cieUm+++XpjO}9;-=oC_)3MqvsqpKFdTX% z_JsysWh5i=>}T9m?%!#NfR-m-KAqy+NC)L&L^f;yrJv0q(0W-C@eoWErv@Oe7HsvGb^W#v{k=REk5YHk}nJV3IwKRciT-8boimF ztI}@}10UacddB@2BQ*}@@Zeb7e3+*hXrQ#bs5#KL^FpneKK$`{2&=J`I(jFb;x4TE zU?$Lvc3`BVrMBH5&C4K1`h_wyg8AP?p_O9v%MID|WdWE%%^z7!`~6mR9FW(bnlR8y!xOxac03F#Cl?ooi_3_A|l=6;lwFX|g!xd1=)cI{5uaW3pk$4qX zQ~Lx>c27>;47E*+j`~5SLy#aRSnP*Azb=)HE%`UhL=+V4PD$!yr6t(bZ_6(PJ7Imw z?vO}g4EvvD)<+#{_E&6(SLbAZ2Dc@>sc=Y8^CfoLaOi9Zn{--St~W?v4w*=^rto|1 zbgHL@RU03{!3O}#m6_ae$bz@CHhv6eUVDX{1P}53k|yoETD}P^#2lAUQ0QE;owtXk z2{L0*Brt4K%y4uU0+3^3YwJ&%69{c zl|S0kzP2do#koeJ2wr8#Nle5cXiH9#&7w|)ZrSC=|I|cTw)gf^X$_6R6jFKb^=LfP zIInd5&;#%xApjA&y+1R{!Y6#q6x}%KD>WIzOae9yn=*ULmmk+For4|$xbRwr)-~^|wx1xvAaKsY7Bm zwtk=t%#Oyl;2);;$IdN~psJz>$f{VdK-6peOicy+2-ozzbSRZFat^p*oz3RYp^x_= z4D25;MXNtD_gY$_A?X!&5Ez$s6%ID8Y+Z39S4ZMwMv1bwsMÐk%&^sIH9Tf%{P# zb`qt$a))o57~*+Ji#NyO8n=)m^~CzbFM`x}u7x!GZ`BVjZvQ4uex13E+!m?k?S4*p zz8V|2*XLNp6xkhMw3s|$*iSroQaz(Pgxb@7u*VZLG)9A#zjNd3S(u>jua5W?H#zk)7Y=4(og*clX%$B z{5Ja9u3Jjjr5GuDvgz$7iHciqm8KgJPsT=qbVEZ+9La`7`hjmKTY_pOKSgdYZ4FzgF{*oOj#&ZyV$J!1zO@&Icys-aX;n zDY)0je;$$-iO4CR4_Q?Ibzk~^pFK~HMv#m$p8A|3G)OMBL~La>rlt|J^>WzbL|u}S zz;5#L`~~&Xar8fzUxYA;atG`RKCdfYEPbqXj`l z*rvT?<#e`>&4iks7Ey+Xtpg&0L~PHU8)YH`V=RIS$L@2^YEiqPP*)lL_62BYqDfm9anccDZ%L z5386`Q%L%5{QZKq4V^o&4fy9{GaW14=UhVev>F~j!TI%@FfCRjMwm2JOl;o#eos_W|q^@;gJ=?K_iS z)o&i6;}%_$ZbAa~G9%n?Yb9{8Arl^#)V#TNHRneX4KN<1hlT?7nIN3ab(Nd{S@+@L zmRgkGq~PbuB9Rr8P~REG%n1jT|IF<5aH@caCqkd1-q&||<}vGKgyMg!y3Tf+tE73z|tYU{y~lMeU<;p2|4ra6A@u_U3k?sl^c$&PxS%f*HE+=<>gJ_mL?{@ z0mqMx1r<2zBp|C1b4kek_`Oa4Hs<EU$(HoxVG~an4->ZZ8ncZn`m>y2@4RwJXQAWxQ++RY4 zih-v+UH#(;&qJBXMwi*~XLZ=t&@X-@=#hC`k}*&i?=iHPmjW{A-}33vExi=41p*Kb zh%KV1E`%+Y?Z^O#548c+e;yr_ez^j z5oFHts=CnttzmL)`;?W?>A!dy(5qcH6}h^jeZ(8Qz^Qx=6D<~JWfp8^W31DB9LKc0 z)Y*%0r`ERycWaW4`Y)(IAD8%FCP<0nCn643SUH14Vjb3ZXW7$>ra-t_$E_t5(fDOW9#qU{nw zs~!mOg&CowhD%;z*I!wtX9zI%dOto^SKh-S5$wag*Yy^-oU?`6Vcs!O{MtT5?MjjD zHhOgdRF0~GF?w-s14cAGsRi{1Xy$o^iaK+MaF0dieysHEbK(5SBd1cd!}u74ILk*0 zmxE)W6-iMq^}Z;S?ZZ2Z*(b{yf@Qa7q?+$(`}>dfCvqnWgDC8m0j=SXUgFAo`+Kq7 z6b9Eq$8RuYiL=S0f924-5n@mvINR_9&ZlQo05%;TOd0fL1IX9z>nf#)nN_Ni`Iqom z)peIro#2eS-<0>8rEl18u@Wp<%WeoQJk6DxgfrD2GiizZ0O?N7td9r6Nj}JLCDH1e zdtFtft8w=CgkSJxqI%&78TZg1Z;*V-qcYJ^7CnYNS$VG_szx06)v{KWeRgIn%X0@ zOVCLbsFQZ14EaCC%X7mxK4GJx?8!+Y0?YC%;WdcyY{sl&YC6|{wjO_KS3~&DvN0!n zV9h12ZE!NUd(0gU!UhQTnX-!-eq54(Fe&Frdoub51H-ad=MA7Bz8p0gYQK z_A$Q(El{zQq{l@oCs+uC^EMduPm;Q`?7YyR{06Ii`MP~xFLAyMechkoUh&Z%<7>X1 z;$3fvUx-;x3?ctmnnJ>wlSH?zVa)9ykhVf--@c0DO|@l3qd{qqxizz*B8CAp zp@jSVMmSd27>BmaMu2x~kQCNczUnhLU)oR7f z9+Iz6&h(kdpQ9wVMX5gH;y-BdURSV_c0NYW-;l1n&$(HiOqLJuu_-iF@e#z+oPHDN z8`fyfca{Bq^AZ48PS@3&3rNQseDo7cRDtG4pc7EwZjT3?ZzR6-N?1+x5V!|ys=#Yu z>U_SjKoV~}VKG`u?&IMnS|6B-mCy~+qU!z$*-JZInnunlGWg4UmSnP(9&`52bY{Bp zCCO;LzI9u3?X}7Lw+Bb@PRd7SI~v%Fp^)0=6lKBVv9n-BtR5IMC_wrTkENvEW~}^G zei-sMYvZXfY%)&@=nXXPEB*u+*RY=V^ew{JAX;iGh)e)?*#}{ z85)$t6_o_)sYye4gE`<|meD<_3oAvq(|P@hX?uiBJ6za|o&c^t4MeHkrz^@7Qq7o~ z1Tq^wm+jPb#=BER{agoIaKdVd?rM@{Au8K_WfPZV7-fQ1!%g3yWh>O?H-L0O*62Xf7a5btEj%D^|5-d4sZs5w7#esGn?Wt23zM;V5ioQbGg z)@h33W|C$@TL8L6BE0&Sx>$EQqjCQkv@>+4mt}}7YgjxRf4H3d#!=R`fgptwOWUEO z`q{=FKMsQiQb3n9G*bJA;hbmV0P6W>UzwFw^MV$i8X3~9F%7CW!xhm?nPlFFx<+p9 zpD;17UzdD*4M)Gkz|#N0jdg)>seIbSmYuWad*y_*#E1fvRLt(jwxPLujN1QnMkAHe zCeRZ|BW3(WZMG8Q9I-uzI`W5rPA$~nG`(fHSanfm*J2}TQSWWj!m~y{JEQZBuHmb< z{2Pim^!Hbdp)Py}rrpQhEUlyHK}@00P1t2P_eD|jp4yKG@838G>0_F2@qJ1Wk|nsv zBawlXiH#lL5f>NYm+|)Pt0v=9emi%K8dFm}acPEFx%TeYS_{h$ItLAtgBI5<1Z1*j zw-~ojxETC%k9I+wVu+Q`R`K5yK?ANCB(SuH8Tv;DMmbBq)!8kDQ z9;?0p(vOv;2}1}%ttLiL?TMEVtyf+NiHNQ1LK$lQw_SmO4T8uI${S?j5*|zMGUUT* zd%iMS!1|}rvm_1Q1vM1D-N6T31WXiHR(Pu78Vzw(RrGx;HXXOfa~m~3$RM)Ts5kk5 zLs5=sl(Sm-A8I}U>BO}h?944S*r;EM2ZEA5w)|8H2+}Vy!!FXF>CErDenuImvI$c_v|*wj^vgN&8_u5TmI7m6 zscE9m0;LK3yfdWUQ;wXHuCz;F`$Brn;|w(sUO$7-VS2}%L;6QDg!nfxTOaeW(1HCY zFLr6fC`a<3DTsP@u5ZB+krUYmy9$DZ7&$fYjot+Oi{ehgAhj_#MCpm zGr$+V<42{e3_%co74SFi(u=rUDC9 z>5~|~7&)|I4^(#7Cac#3CB+?{X=5V~jet;RBZ4u1;4AE)TU_>m7A-byqQxi{V#^o& zKm!~rD&^0c<5Z1g+P8g?Of_n~9d(-ZOdB*Tc=B@wC@}_c6tifB6$_cuV@Wwa2)5FSVy+_ZW)B-g| z1My$~(3h`h^gh2EXrg_du}Lo0Vq$rQdTeX=q)TTaJFRc=S>s?lZ@$>$Xm+4OU~a$_jH$Zf?GC`a+3njRzP#kiL4kEM0B??i!BhW-c?f zyhh+RQ!2htCB=1yZdw*BzPav6Z?|8*c}FakHB_=l-e+zJ@Lk2z+dwZ=$J_v|Ggl

$IyY&-AD>Ir^DWNmPfys6;g! zQbOy_;Z0e5(JRwSsV;+HA+vq&S0WwDw)=z5lyng^#Tu>kyOMRg;wjo$VC3Ea&(P1{ zpZ6NOe2ApY8D2GY5e4D6Vf{8xn)a^f%ZMF2AyYf-JVUhrBQJ5Xk`gu|L`FS7k?>Nh zvAc_d{(?xBgZENTD&a6*fkmjr_JtxuZ;;GPfonp_B~Hje%q*ZZ3_iv5!A{QvsSV%5 z`w~S(sSST3--XVJhH*^33T}d1CK11;f3dEC|3qQmn}&mOv70^mvkwa3;CA#kw*57f zIhjtj`ol(KV3k-6i@q_0y30H}LM!end4O@&*t1j(e*B3xf<)`c+LuiV?4`t*ueAKA z?6NZ4%>BnBD|yF-R#vdlR4u1sSvEXwK_4UF4J zRf}-?WBRT^_YsANX35zBa6#QqO9#`K2Zu&ubMY7i2N9!J*y0=lek3Bw1?GnxJ1t&*(oPxnJNp$LN80yLwT(AFvYdo^el$&y|9_rajnUxDET%JI!vuqvX5i;^$pa2coYDCl98kZ3g zGn5Rk|Zd&)gh*sS3O1dJfYcbzbD`_(>sGMJRGpIRmz z3>|iiqajQTre_o90})UeVf>}zC6-fiy-4nC|1Q)OU|DHatADO_R+yBa{H973^O-9h zGIq#f2|@FZS@X~Ev%e?cg{xBwmNLzNY=T4$(f;l^eI6!mnCh}h)WZZD=}PIBiHa0% zd{Gn+KlP)i@|a09xlXiYaCO9Vs|J34Qu=8U(evjQhkv0EkicYa*K;mQIybR(n^7H> ztj+Fn_$LeA@AFip@XS2wXUMIo9l^<;f}V2^?m3BDD<0J#EQxW8X|m; zb>R(=h;AvgB>(VT;OzM9b0FS{0`MHaRRf?(U%hi>@CPjw-qWW%O6l;c&n&cq7W~Z zQ$6F7TAW`tO6DpoWBEx-96E3z zEBEvP44qF|wh@06Cx0pS90}$t!0a_^m8Dmi9l3O$R0ts+7bCY7t`&mslj|Ps7a-Y0 zZmD)c#elie#=-~vndP7E!-7>8oq&f-Y->K*7~xAsVE;cdviW&*l=KX?V+SA zqyUT%vd4UpM~cu&60FaI`1u+ZibwQ9rq3Re9WR|^VO)VbfpiEtjybq`C6rb34=wG4{Ada!3Y00Aj zE|-NH!P>=~G)PJPLi&YyplIrJ);nsNa`GDX`ZzT$)zB9p%9Sn!e6vLj+C7S61Bwu@ z-o_?SI)5@#os74s9(3XzS>6qrTbF`@YG1mVgPx!1)Q5f=MrV_e#a$H19z=n<2NtW` z9!_Q?2?G6cyX=-oiaQBgzpi|r-LF&&FQ^3|ntZn0O5wI8tXktFN83Xju7j@J{R=-=R=-un=k{4zkkZ3*6xo+#tRMV<0I64EyuuL+}ts; zMTYKYPfjLjg9Z*Wz3;t$jsx#ySBMOHYjR)wxXJ;{Q{INoBa^Vd5vhnLwcvVs+7n7b z=KEkYy@Vix`#0zoVW=z%`xzOt6BwafCg~;X-6g~1$@}lw$xtw{fbdn-jP4^OtoWm0 zhku&SEjP-p7#0D7(e^AbqSJ4KtHIX=ad__)(TP8-7O(;>mQhd9E)NhWV`6hg|h}P$cvez7I;TzAPC{0Ymtsxr(s4 zN);6xqN(;p`iN+#P!K=(!oj$EG`E2FUVrC^uOgiiNC(pbajbxRvuILwuzdR2f7_m- zuwb;|+deVDL3*=5sY>Dqj=F|l2pR1^10USsKChTbGB zL)wGVE6l-a5X>UD_V@Gv5prXk79EQ3g5tmhZaWE6Y ztSblG%Ah+_7@`<(3MyYMp2 zs1zoJ(!n$!*mpS@o~cLBJbWt5w#{^`1BM$d2uI`H##hrgHUTX4osokQ=wyTp*;|QD zAi+Y(LmhtyH=Gwz{(xX)I0|aW?aF^dFK4it&zR5P#i#d1+?yi==Ll zzDy&~FZ>R%T2{~dorv7&2hfOno0|UaVJIz_s2vJ!ld8cU0zbB;4*H5j=7qeF4}xMx z^IHmO*nseOn=U?$;&eC=$AylFQ9J7bw$xZ$hV{NQcW zZ|lUNxcn3w#Tz9bSRhoDs4*8>ru#45Ehoj!$Rlu#X_KC~7%Y^a<~%3fKh#%u4|j7qqt^iswZnyJ zq1ama_7+vEzkf;yFll{>>p9=Er7OrCB4iPIbmNW<(jU^k^ z``AdJ7S?k);mPY+rCp;%3DmQ&hROCFqrtf5vq%ud?;*0|H3Q9IRW{LfTzRNjhh>9m zW|^1!UfV`Z0T&3CI>F~n5xT=b$(}c3qObd-{k2DYrN<-fko!7ueY`F|G+n(RgPiuk zhJQpP`vOgp5O8^{dP#ehC(@YMm34+Elw%w$!;8U|gC9R;lvNXGJCXMDX7JILLR@w) z1?WQ*<>NZ}0bpsVi8_p5VLDuhAetI{C@&}ZRE(S7Mw*{?xVG`XA(JrSb>xn&L_)t)lOQq-yWEl*I0jsVO%-!1aqNN`S_kvDC z$W};VO$HMtC2J8XUE?T%X?*5T$7xoAYaXb+#(94NJc^VQd zQ|HgDn=2;!DN!UvvXfhm*fcd_gTp?#USZXsmQC0aigU~&YJ)4`;dIb~2!Ak@p!ty{ z(ABsO5A($A)J51XY)eG78+tP#e-5i|>RKdENkUqFcPu5-4rGI6QPbCjx8vUWZw=WAaQ zthFE$#ug)1b@M12MmaYU4}bh~MzR)J8@p8|;&L}GU-tFp%ZV8BwuU<35}G77+zm*1-1mX$hu2$ntD8&ogjJ}FOX_kvO8 zaLUY1m`vetDrQL$bZ6O+Y+kJzF$bY%7cDPuY)1><(J>aj9 znhez_yK=oivRF`27{)#jL{FDrJ8?y%D?Dd*w-v3Ywobv2L6R1qw4Ot)WJTcu>665{ zwn2pdi|#K4isu6LX#Ue`_4ZKb*EFmpx70i%I!ajC3mFewZF6IZLYI=fism)yG1`uP zmj@Ei*?mwHqJNC!ylfN1%@oGaT$=@xB%uUj-M z5L5L>K}PG;W!74!l_+{(jn;+DA>Y<&_7Kh!w22xu+P$GvKL=P0e`Te+o*pdo`)c@}p8 z2^|8E(q&FHI-0#ILOS7*5}Djx_e%)CH` z!(6V>w|@qlw452vIRXy>9@)g2vtzX|Y{Q zkeVpg_P-1y-a}HXC<(7TZc`;eMSE2$o7xKs5k>`nFtU_#%f&(ALP`;v05mX zrZ4pYRrE{FqVk*+U7GgD$8r5q*7a0=I%dMX-g4S06@#w)*oM=GXd=QI)ngSOT~uHF za+IHRek?pQ@*87sy6V%c4Y!eqK#S@EB1q%XxY6fwC*{=CHUAn$p)rK1M@nCoOYn0f zYkxxhCKRkGzLZ`UO48m?Rw#N<7&|!04Ww`p=El{NUoTr_6pM-XWqo>*P?a_JxUVq& z2cC@PjlC3x)l5)v;QA08FswX6HY5VmEPJdB#5K1%74k{~kYNMGq2?H@Rq+{=*oHbo6u zJ-m_Ex&iSo;aKcTJxp=ucpuxdRRVU-_^nG%ArpeUnBQ|D*4atxi9@bFuP=;xm4AE` zYG(n^_N^_uWls*X{5^hDTVWF=a=l*xdsD7{lRA_l<7g-$OQ$lBq&0J(%o(Puc+7Jz z5DR1`kuQ1naUa7punRB(*$mVSc&G-7p$mDyjauwN7|X>Ek>2Ayot!&%Xy+_Q#%_M{ z&nsxqlBdxCSUI2^LebbZh78>PxPMD1gboN3AbAd`P615yN=~-`-RDKaxJsud4C=j$PK@Y3CiNb)=kjg*)my1O%9a?El*ZrZ*MRJJNhhP)$!qJLx)d8u=# z4FIZCie?>~dbY(*YVOuzI=}~whcQ{a)za@{?(zueAG%<3_-@n^F-0hqO|CJXhgNN1 z738-4sMG%6FPZ-r1{qm`1Rp=zC$5_sv^2qLS%ryeoXOH;eUvu74Y|{m=jTxc;cfKmJu3Gb%LPV3Nq?{AN@b9x@sBv zx(DUBGXOL!^DAKDeg#~?Cv8c zXAIITU!(QiT`O>s>559#b}8L|s#(8gZ^~JC-8DV=MFG3+q^1%Le}9!H&76$? zkFP$qXg~gEgaQgZiuXC2c-UbSLau?AH8-^rHi#U~d0EBVw)w?S2#yoWah&?J5f| z!(~E!OjE2Pg{92V4{bFEU0-b;wD4G*pzk@q*fwPUc8p@>;(vs1#d8fivgmu00YliB zBxZ;^>m2F-XiVB0aM*%Fy3_OvQO3+d4k$;JB;+a44ZZc$4tgy^3E-y6Yc^*_LXxWR z+hTQ5XW|BB~xG5FYEnTa4J;l zSf9*aZ`^{=gMVg(C=T?NEArIHJ`xmSJ5M=R)!ZLSsO!l$B8~ z3OLH3RoeyQgi36j<}DT?Jsc~!m~Lt;zIv{5E{ksz?|(~n*Ukp8ai7fc$QuYyz1uV+ z(Yi$o`%5r?8X@AhLQ&@XddeQm3`SSFfC(Z^dYkao9(qHFX{?nsKMs5oHHqAqeCTg? zSKLAzsS6bS3}r6Q^ZCBeF=%#jFT|2@atBfQBY-|jO42znlSmsu0B(JcX8Bd96Xx`O ze|I{Bvw!*ba(1~&t3GWt7I|fwrok{C zl#vzsl_d8v#WRc<>F<$LiF0Yy(4!1!w8cj9#eYU$=jUmS&7=UjF%~lJ3NDn>JGFF0 zniHn)%AtpRHPl?To|Q=(+<*9|B3D((jc8gRgyLIm{=9g)fyduxzZy8P0>4;+8 ztlHK@1aZ(IM=271@`mfh7T6)flk&9hhzxI9kaYS=liLi28*V%`g6;VMlG~*#(ic-^ z(tmYiW}C2u|H9a1Hke0$c?JMd(Vt(7NY3csWq8LZF>sVq^X;lxSUiWJAr!XG(|l<#`k-D7lq16j^UrZsmp~-n z#I4eeU79@>5*R(Dy5xXj@Ooa#(bV7q6MxhAtV5;qaYr$BXTHH=D!3`=Lwjr>m{Sb{ zbr|!pM!V;*F?wfLeU6Z0nz!H~GWSAQ2) zp_dx^?p1C=j_4GikJz*xZcgg8^w#%-U{dnX;$9+s=RY>#y6*f zh}v}!E4)czb>n(F=kWvPUNlt%$%^Z^Yb~fCe-IQ-nP~rkQd?S}TrioH*fKsK(&viV zZ3L71(Y?D7_0pButQ8Yr+MduxJAX7vIo5~(;Cb?98?N1fEM;?;Q{$tyb-u)6OLi zI0#Mb%O(T|vuRcN2Q@JEuYa&f3R`A#xg236;@#$XHdR&HAAuX&8tdkvPpHZqHbDhp zdY^ip$<-vt$Dk)ls4d;>i{ljk1N;7tYaY$2-n2H1i)Clx#so^fD8PZ9PP1FNH&rQn zrzITmeV>j-!{8QPbsm^jc#(*>JFldF##lBN7sV4ypFCJo&U?`{aevdN;4ObVJeRHj zZtMl`5S{UzU#7_gtc>p5il)Inc8_a#UnUZ~+Jw1e=( z9ECROJ5pQz9yrUgBqi-nhVNYEGbkAwKfN+Y1iUHdP;mJ!cNv#i^0ISZ3_NUFr6p&q zpzqHm_wP{cTz7b^Nq^a(&V6#UP~(L(UEhNPhJg>ozRdF-C;5s}_aYuJAD7KC8*18u z9J=W`3)=JsjFg_^s)2(F4nPKM)Ua!}j4)PuVTH03pWldC4!23(JM5i946fZSC0}r? z4Bemc>KW<|-dLjXO7ZDJPJF|iOQobc=_sK1DOS}}pyU=ZseeT*BGSp*sTt0aT{#Tx zLcnVI>wZERFAt>>!1vslE(43dsoV=K>~C10WTNnj`+blHZ4>P-Vkpwb%m+Xs#Ciz) z+g41E+$Mj%&H5f?8)$QZDpizX(j=|)rE}Xzu_c4i1pvtlo|@k|4fIb2x7nziSKnhh zO&60|WWnp`xqpQwK&*s9Z;a58gl5CVYd%&8B!yDASNkKhh)LN?36&(+M@2qUgJJ6Z zvBCUfn0Ay@yH~~KU2q-DX1h(L52V==x0%>->Lm&92S&naeY_=6Gb=|aHns_^pRh5B z(>Ld7Ioe9vOl*HEpvxl6H_oEmmL&yofI^+2Y+JT<98h{=~Dc7YqV$Rx4|U0 zczV>Qe4xA(a$kiW3t4I$UfdnN*n zmOF+SY~3*7tGsCErDwZgZlhQYXE{07SAaSj9;}TYoiBj}9vLLF8JiJ>vbK8kIdnY@ zOa)!8B!4Ib4R!^jDRSTzuq-?a=gZ051T2BCWmLW}5xH%X=}nXq`PT2*%SYz-Rv7}1 zkh*cv|X77O4x&g?H6YIskB4)tcM|E1N z2`pD@o;&qD#!;$xh5rraMiY%&kjn6VCbAY+9e*JRXvEEN(SE6LNI}N@`%t;0)kIXd zwW{@hj2LY~ZhJT&-Xqr_)qkCjj^06Hr#My$-EoWI^f?y_@eP0+49?g48j_)W@_~BI zXMKVL1v6sMb^El8cuKOS1S31jDHy0Lm9A~>jOHN}`6bDXB@Ae4>!dC@Kf1QnV;!_* zIDc=Mr>?`2o+${RV!fsC`|~N7I!AYTaFkdAW|a;Ebu{0F_OQPl=7;YbyDs7tiO?XO zE9R5T^eRg$PY?wH@tDxR>&8CE)-g%K@_gm6%X}vYp&}6CAOz9ey6q(qKj^i;TtjtE zja2n4N8^j3jdepCE&9Ap>%48gJpLROrGKH5m`GDADgXo>@KR#%xKk#f-ok%7{a)-v zE{#wL`d7aaS)-jJo|Ltp5Xet{&v_rdAy>3y^xx&7gw_Nji|IW8t5Mt9d8U?My2N}t zJBWP+BOnpDjR8gP=QjosOefPIe_HtwV+c{nRdd_BGQZh+a22oF%WpadGm?;@yWO3ups9(Iz38Eh&*Pi&Xe(Ok6yJZ0e@&PJVNrEohz z|F>GVa%4H>PNnr_*{vUhzn{haLh$KB*v;WPd9F00ICm zRw3yU8$D zS2O%xv0)>)&PWr)3AUrvA7;XnD5}NOA$oIHIoUPeTEac={mD$y0?Z}w%0^r^Jd4Ys zu{=;Y|Bi8H&>bX&;g`W)j(@=S6EBJo30WKc;{~yJnwL~yj^H<%aieGA!Min6^>-v~ zfBY^UgE(Osg(+R(8WUO#J$oF-M$+@NCTej9iK`skieWY>imYhSGZ6JwS3&PaeLSs}@HrDc^kklgq=s*iW2}D#9}9cGFz@gCD-4GYb>MCo!Csgw?rTO15p3njsOJI* z4G%0AI0_}XC4K)oG*Z{bY7J_qAsX~99k?g(uB*~Cs2bi$IPk?vE=n2!hvQ4g0Y>ph z(te!hT;WNXd+9GsR|;^4 z&Ubm#Kl&%l=Yy(lXeMak9}AM(3Yusf2Z(!%;D_mj59$Ch%ReKFLE)*5+x0#sr*KF; z=~0^3dAiMj4}bOeaeJ|^J3|r#CR-T!m{fR;4}K!@<$Psfv;Tx0lS5JJlYfNA9^u#` z7&(fm(uXBt(aP|#3bqAt1>&ni1d*?Lf&3>91*p{%>nKA>s2J&x!tl$kYlggG!}h~a zUvOYgy=b1o(l15}DqDmkU}^lq83p#b`=HD((Wm((m48n zOb=ke=H6}H$O0O~2Z)sdnX<#JeIh=-CZVMov`K?Bv)i|xzAYn!uX%=oaV}*>@e)IL1U+e7>?jcg0GwIFFSA1gUMcK%$iIcK zIzX$W3x9z6Yh|fXFYu97FI19;eby4E@0>@i7PG3Kw=oRs@ug`Hl}o-ngh2*+L>~J_lU_&3{792>WGG8ri*{5q`7;0Gj=6{5kv&V#-lZ%}I?Q+83{8b0U1reUICi3;d8$o z@o~u-{xEh_9eJ-vNc8Uaep+FDuCJb5#kcOdELH$B~TPJwxy?E<=Xuz zj2e${r8TC2_dDhT)vg_uEa}4s8#|F{H$^@|oTwWwVI49bH*=bxPC_C~5l#DxDK7Ufq z11LL}WrY}WAjl;z*D4#DXR+e`Z`I7xC?n{vxvAGm1%c($72^KOe-IA>5(G$~e2J0X z>6~BKu_MeM4GC?^`KqVzr<2JuEBTeEj0$1VDC0PpyZ(Vddbu63vl*-6w`|5{XRE+6 zPgW#k-w|6-UiZ-yZ?YhgHrNFsZIsr7$* zpVtlT$!n0fz@P8aPxwoyg;^1g<1%X7ejW}`s#Q|tXtpn~8sb`h(4T^!l6KLs_kX!%sr3IW zlzq#n3^$FrVbl>b;tP6~10m%3XZo5jhQ)v@e3R zwO{xyGOeB}iqrN#XSlR>c7Fk|_yO1iUSL^=uO_0W7Fe;e7+f&~DF03LTB5cX;%ZqB zdHT%rK{LQrMC>-j4FkRi8R8X)UXUWJ8H8+%1|>Difm_U|TAfV_Zp#lFSl4W+C9%aU z4K#PEu~(v_jQE&?HS!9iz9F3fok~UuDZ0hn9@>MiZ&Yb3c(ImVpnrV(+qEhG#Q;sK zgXr=PxxrkZ1s=Y>+VG$0k+_?<`579tTSKp>wm~YdlxVpvRGemMmJ*K^c|DRL*d%p9 zV8WwHCPY>L9;|rB>Rk{_a1OxO%^1H`sOG?CA0fx_Y0o3t+F@tAT!JLljTU`H@&tmI zZ4g`7c`ih4Z@JwR>wl7o@K4bYc{zs^?!8RN=p^4;TAdp?ikh>1?NHj_u{lMd(0L#5 zPbMhQk>=ui=8PDuNSsM!o}tSO67YLby|g|9@L900e7r2ZJgK#U5t9KlTa|bl5et}Bmg}SZ*np&ePzRT$c}#P?UEVs z!{+FaP4?Q?0qcJC7>bwKqorOf+lx;XUSish4erIQ?31{IPfIAi{yO-yj;F>}6FCO} z99($l<=2>&_JPc6-y_S=(QhjSq)15TPc2FGCSmol?btpqiMHal0- zTH@JaSU$y&-`gs37^2@anlvn9>6srWv7fNhkgX`yO&ZrDH$e*WSc471AmYD~5%k`q zUwi`V?!QG@Hig@6KM|TE>C?25hLoj-0Jo|o7xh=Ndw;gZe!AMUsfI;5eZw#t1!!}q zt6d#V)dmw=T;=u$%pyHTCkKU&ca!S4!^$iGM(zDNxvw2(WdbA9JT|tTvIut+?*Aty z3%!Z2)2SFZNK2}SnlSnNtq~pJPu4VvE8BH6t3oYEolXP-bPG3s`V_Z4$MzF3J0A5Q zS!&8h{eMcMd1tc<=&QRy>3PS%hkY)hawmNCL+=U6b&`Mo+>^epY8ax;Lfa6m-TM&1 zvI1h#BFy;+t8oF;S4tif)^)?o#r(o*c9B;G_4Ygu&K!EXGOMZ#XFU(u(rsoX6zj3L z$qoJtspmSB4wHIr@Ju(AJ+2{Z8Xg~thMR%c6Mq}MLXVvNcr`PdQ43OM9u3t4cm?P2 zoQKmI3DTt6XG1g$?bA6_-qFMgLK9nUV4oBt0B13kTFA2=)SP4E5t-b|i(EcYdumKO z5aY*xfj_ktLQ_zQK|R|o&z7ybL2ar9%Bh{erhHt=2q31wYBG{UC@3W`f-HRlDh*?K zgnxfc9`lSHT;!d>e&!^c&n074ie`_yPM5%YD%7KM(;U|R-GWOF`-5#c7y3_RyiS432J&O`AFWrT%9fn;u;-;6 zcH#4$>VnK(u3Sn?VJR|E>@z2C8jjaJD}VS~U2ejRT+cxiW&ER>YoM`ZKwDJiM#N-< z6(Uj?H#sIf#PN~o9LjS4Ve592ua(6LQVJLaDoCB~iXLeLd$CSfv>B(%n`|CJXGQv= z*7WXIM$_2lRRem^^*ZesFc0Z?htqcs((_A z1+7WmH-J;yp-@NVxkdi_KIMl(*UZDvyUPS)4OPw0=Tv}4fMGb{t+wl;6WRB>=}q*jpq;?1nA%PfVL?;!~9K)3(zdM8>CFr z9ieu24@$Z-3x~TfZYvvI(~JjpOn-oh%;qIMyBwLF`u1hbS9gyi4V3yng=HcqFDS?# zly^%`@d(H)kUx%`ZoK|pPV3sG1c{DR?I$v6eHXa_WIZ-*5KR43O`Exm6B)YA2T0JM zgp@XRF~fYWhSYTeARbIB4;aXciDqkCt-2guZMUhPc8K0b1-nP_7z$x2_db!~Sj{_3kK4y;bV=as|=O@k4+Y40lGO+x^M;v1ppACUmt0vO}Xr~-Z9NTsm! zdNvU^L)^hRHeLd?kG>d(w8w+$WmHc9x<9(5^t5H(uuTMh(YX%vvq-EU;*Ov9JVx$;qk6Dd;?$bYdKQBNRB-T(@a0U8rpAM~1e`|u5cfn#rp;AKLjnM)lf+jRitEyFHb9r|#UVYOA8Ab**8BqIClm|t^P=MT4s zJY&`#Wn-Yr`LmdvzJkB#)enj01X9c;fz@|b;B_?RU*Xv;MX|0)(YI6{6!*;*vpEg{mrErK^{Znd0nSc2TvjrmPgmA6uL;TwBD_~Dz zsL)TSj8t^zM0|Z#KW4*jKyfQSi-dPRDt&`q;Q#zfI8rcYtv}9C4h`HS={T%41vFs2$5h!c~AOwEcH_-oNd;;fOusKw`03=O_$Ia{%%iK{eO0|e*4%BC>ndkwnii!^RPwzjF8(| zM@yS%@uFijWrb^sJZeva9cW>sVP9}K^$#P5vFexMKkb7IRveGBx>Ejp5E6^ij&7z^rSr|#v#LA{c%ZYg}n{^~W_1_d3(FKJ%%7Fx z7km0j+F;;EvMSSn`u3~-K1PTXK;S;i2D2Kkbv*2{V)?G0vG|TaTw|TKRXQ45P>-aNO6dgH5j>+r z8}Ju7ss#h$1SgNax+teEvER@JE*^KALJhY+$b(aQIMOw)>l-%A9raC%?T#5t8-)=1 z-@Ds4+~BR|9$5twwDcphTrQKupN@R(n)}b~og81kQUQr@IdB8B30*G$G`Q}cnH1YZ zse?!c{Og}??@9FFMfcx`Fnk!U>^F4j_h*1%pfGl28q8lT zNif&C4T|Sde~2fHFS_^o$l%7`m~7nQ>g2_QVQR`&`%=Q)g3k?^`{6GhWK!g%{+mXu zGZrQE$Oguqx70|Xx6<1}=_*Gz9#0K;u=MvY7#X1gIkja^+Q;6IQ^@DH$I~Ij{H~$A+>6Py4ds>7c?mSz`b)w6>eb z2w^7Mf&kly(eAY-N++BUqdhB*1$8b-iCxWl@vmjQ$&J}E$go%37|4RcI(FG8)E5VZ zm(-{)S_w3F^WZ?A;D3Hg&>GB7Kt{w-R#V^^5pbO>Bx$I#T?QPuz~d0g20O9A6)SX! zDYu2tXpEZKtozlsh0xXll$?l2E&E@g#ffMsRG`tsX;V1b+8uqhWNKGgloQc^k5!2_0+B2*m z-BC;?OZ4E-C5eRr+I~3qXNMa8bg3@eFu~j6bON{Z!hg0Kwe}Sim{cCbo2A#@!*C%U zZ5r#!K{!oKsMeBHTt_X$<7YUn5S4SM>_Tih&V7^?&aZBuED-J=gCqG$L|mL=9Y+qECcbh2+1d=?|9_ zd`^j57ic+kLV`v^BWzJbNl&B7Zb+I=x}XUz2zi3>8Cj4IA++$}jJQ*^e5hRpWQ=)( zn4088&JJXEoa}I~ZH-Ik181S;UyXJLrLAo9D1W)HDiwdnkn3)@OMvXzNE4N*!yd&F zQ#=Z>-Zb{>0RI5uJi^Cs;-pugLAq-@_gR{7Is=9!{aHqtc&QGwgKd&r^NpIBM!4Qi zz5YlZdSJ^+Tn(1{hfBFGoq)oZRy{vcali$8<(6)$v>{xo4$z3dlPJt0ms^$9z^OoN z*neKhxC$aj-{YU7gV1;6MM1BQ#=jM$^TouyIl{BvL=-h!w2tQmu&uVP*`*qm-nu9V za8?qsf7-1xjUh3h#-V?jbex`>*}&*XKffy2^TfY1&kHDPN-iEH-=<@}$ObvCGr>M6 z^on)9U%tv&ip|jYh}s?fa*x%j4+xDVoPUOOD>K+u>=CGQPrWbx6{h$8ZPtG&l>QcL z9z>Vzr$GDhSQhO(sX>tX@i9UVhz_#&1(7xyv_=ta$`TU^N%2*Jm09IcN=H;Pr$sPX zSODUaHbHGBq4Kfz6C%DHs81L=XXhe)mpL!;dB{WFMn!=1KV3Zhrwf z&ulhxe9O_|?GGiJJpwIl{fLMz4-2SZ9NGWSFCPx?HRi_O)=KLFa0l+XyR;SQAxe+} z9=;323^3enMqziOz%Emu*uD9Gt&eH+2W`dZ+nU2#3P&QRU-+juX+#`MuRl0tuDMf% z7*htgTmZ;|@`>!;2n8!Fu2u`~ZhyA!4$cqud|1F&ToN4vm(e8UN^!;-l?#E42Km&a z(>7MO892~RgQ%KG0?4(ua?|x*fnmGk3NK@+cVPZYm4~BQ3VXp0TRCYIr7nWo9V;FG z;qxuiaU!Y1;Jkh#`WlzD)O99)p;9WYz6WJwi#pK|g!e~>o&n@YQM8T1#eb`p#{J&N z-3fH#wj1!1WQEY;Rr4=0$f_fnNIKN#yYi=Sp6@-6IPU zrU>LR{&3z5i5rHqC1vVu_b&F*WR}YfmxQppQ6N?O!@4iQt z&(E)Bh5@0BV!jr4gehy9N`DIXw}kxv+Rahw^;VYB{zO@Zhh-*`H+zFFPaZdL99}~k zs2|*4pqOZFk1OWa{Yh}P+qzPn%B|KJidQ-Ql9Y=?PA$Bgq zDB5VC2mMJJR8t&48n2Un3K6=jPJ?_;xsYrR1*mvv{65eAQ@vrwcioTqts4itfZZuc z-sp*kF?iau7%vG<7JoxiA=Go}+=j~gw(rofmz{J6a|0hwE4p4MS&j3VOIl7FMjgk6ad6MzL~c;?LF zWgm!V`agB_YAyt}aSs}WgAlPECLW|~S{GbqJApjAN&*yw`md0NCEclrJ9{4GNujb5 z=f;(L+0`{B%baf%W}TW~4eaABJ?-{7?pofepe`aIkC!8JAFHTlc8B5) z4p&-VDlf(*Z6aUZ#L+4ZPW+xA|Ls1A+ErG5xMV9I(SN!rg~(+Z*T_W_Hur7`ztNfV zwxb&DE@o&DE{Mlm6sbycQ!{qmrQu{*yW!8%^E5#VEY($gFJ8i?2v&}`5 z`+VTR4S$w8`!91AiE(AsYI4o+qs`Ntf;6tPxhm0&Ea22WofL1tBD>cp`m_Y9$wO@C zlA81Fls@WJiWB@X!!B`>HVdpl1B)lSJ>OOd#-sK)7q9D@6~*OJR@r>yn`!Qnn*(E` zOiG__gY*83Ve%lu(&U58n>b97VR!-cpX@YL7=JLnl(}t-%8Jr5?y7n7Gl3GuexbsK z5oqhOv0%Go8Cn38i^&1@4!v-zfMds+z8-n&Gu4bfbp7zy(ml)SML`)D;1vxGsXf#F z#6~*IBzMvp6jy6|sDhz3(bYXd#Q7P5P#~kd`@0)>>=kqG)pl&XrqS(wz2bda#POA4 zMSuA$;;Py*G|ES6ov!2h7T8L^oX|zyzwxkp{EOAwFBqf}m}a95&0{ct`6C(bA;AB% zec-cNvI_{k)I(?syl+Ti#06F#<`Q^q_oy4VB|)nPY~aQp5SU$A zM80e17I+yF%b^^-3C_JkmgCrQ!m5Hgjem4w7&k$tGrqW{XXAgGN~>93>o%HefmCwk z3sxH@u#2;R01+y*#2O}K72aaI;Wy)mKczfCY&qx^B{%@Qup;uK!1 z=7w&DF7YcdS*l;kyxmlpb0Y$9#(%C9li~~c>0K84X1$dJwvCn#X;E@?jjp>d`;~q3 z4TKyZu~8QG`%|%>Gxe1`WZKQH_k-UJ>63}#St z>yuNprFsWE`M%oU;)a`A*ySJS69+B^XwYV?=JxcKP;VPxCZ=PE-#baf$A6CNuWP9V z)fxUp(KL|?+(A@W_7oxQog7wQe6Q$w{bXE3a{b;BQi_y;Ygg9sH7Cp37u+JzamrL- z>JPiFCWQ2>v4s@~;9#dCS&fY%h>zUH)C^;9{li8~H{T-vX@kk&9Amu}jXsRP_Q@1o z#jccuE$!&K)r=pp_Ah+7wSOKRy~x3QABGaf7jc8fHeV$GP(ZK0vnfxUx9=d@cd|P; zNw@L0cZg(A9|am$_{icVQg0-d8S(AkIXvph3z#@u5WioMOpv3u<0j?<=>H<)+f8~M zgfxNhzG%3Zg96?X&yVx{I9bvg_B__CdPAGE=A?da%Npvp zCL;X?bIs zq;Vv1vkG6Xg>b4(gb>HZFl|gF4aD!hDdLP+cH-*AG;WVc<$4o_c@ewgI2yX`_F0H~wf zHI;AFr#3N9@tokf5P~@*@fYv!gil8$uo|4YOY!FurOaI~D$shM3N9d2CJyF6uGMe- z29x?VDn+tNNX!W0?{a?!_^hT`?bMelNdr78$w4-8=In{hd8fLElygQXbwDOYG+>RV z8evdJ910rt*IZ?CC`j^1mj66xpHOUB*SFxtzdywK+k7AL!JM;mD0|6b<=-&jJnkST7e8fu-5(aB_;AN zgE*ZRn(}kHZBceo#S!`|n8>B%g?On@&Mh%s7y6erGhZG$cP>jcs`zg=@B|(BQ$pClF!C2YI@F73ThYY=3*ANK1j?yl&$R7-$MPG7c zR5OVI00$kJ8xT)haR77ntI7g>FWU4644bA>IOKmt?fct{z5tZpmZ7(hK~^48-Uh|m zCt%jhw!%8f)2KFi&-$AzX>(i|f#4Y<)4C_`^G{EoyY;I7m`KU`xmGek>cxu8JYu58fZYKyq(u zdk%l5;zB2-_suN{{?J12Xw{<~h;FCl1}n+mEZ!6N*|@ih~VtVjihbn|S>`c-BO);|uBMvLoUrVy=*TBv9(Pe4;+2c{csEeq%T+ zJ?~rjOixd1>A&z0Tbiw7>E_PK^PTg!|7d^57R-8GsS70N{_wshRxwe>B~>uYEW{aO zoWRE84VH#J(7{q*SnT@`@L}fsg~=vj0Y+1ERGS2Y!YBlJi`*mUptY|R*JWm3W&RPz zy|J`rA1)`BvW{pRVD=98*+<^YzRuLPkJtuq69%FZ+%0PVi06tJlMhQ$P>^eulb zfO+pS0#vIpNd^E}Yv;b}3k&Du3_v26W>0wVZc;3M#MApwjQPB$;MaE&RBaJvb{8=4 zNVfUqEj=3u@`JXFh0bl~35z{K7w&Y7TRC$GU;?Me$iWycUQJ%{f^h^`REG z+LjZp<4-VhlmgTi88ot!EhordM?Zf?v^+Xx=4}tlSJMm2=pm7VrL)(aN`$WCLk2S_$^4QUe%Ie2xs_u)Ufm}xyuyA1LL zA-f&ScHj68^w12Yk^vq_Jv5_%w9=IhLhFBwLU+R5 zmO0gDfY)D1j`_v67YAFeq`@Gzc9vV1yr|N8WyQUqXN4beV!MU&=ZQf(IrK4p8udJ2)834(7y+CO{mpCb`rT z)K@75&5cF6O=%^jLGe3pVm<4UBHoUbYb1O=d=DsvVyAJ9M8#6nEv@|6Tssxwm$n#( z5d$&ay7Pj)yXrvBudqolTC|5d6TQo1TV)hOnkQdKD>(+CGK2e-!xMkr52V~l_dkP9 z#{!5nIVr66G++x32rdwd8jgNynQu{XRi9m1H*w_c2K{oT>VQEb&q>o;M=I9@)^KP@ z^8s(X`|12M#!E>lY)q@fI#Q2IePhhWrrlpOjHTauC{hY0#9)xVMcJeF; z22w{M{IeGmKJo?Yv7IreY&Cz{#}}o7rEl|JGCz`t zt*BQ@!ENrHwyv)&BE@-T$P3zF`j6^n>7kKtQJYJrZ#_NCOV6J0mNJi^MhKlpGm#ZIFHelwbw6bA6e#&HFxKU`L4G9M_vtF z++yEs0VG6?8sIpl4@yzD?ZS#DmhgvK|Q+L)n|Ur8^(9RCNw-E%@M7 z>0lLA0+HaqgY}e&)BG1?UpG)Jt_r8?&mUJhk2JMo+W|yf!JwQ=v?PhV&4?vD)zI$g zTO<22JeYfcME42Si4|I|UU@%;!x^N~UfCCT(7b;Q(7{eNes&x|8*O?<=-uFa51`|H z3GBP)oJkZ84$mqr0@^>R1CO4G-qS1LY%q9)|AqnF)?+)LkjVTxa1P zshfQ$(5VS1vlxdB03!|m*NeSntI~KKx&c$+Dsz)si0w=+4gCquw38(kB7nUhbSFZ( zsf(E9;Hb&HYkhJP3$*HV9Fg-;n`+zXDi440@8!}Ix1*|CXd5y#&Mw3$@EZLy1}DXQ zX#-7kZ}_%vNhNPQHI=A z;S?$d7A*$h2^KQ%@@f>QLJ@K~xN0ut|2B#d8Z-4#ZDdw{Hi5#^7pa{hEXG22|0sVB zr<#;DwSF3`8+5$;U3d<{Cz)>-*ua@=rT$kM{n{XE(>1G#I#OkvbaqL{)XjvNmwj~A zfp=5!z2Kk%-3TG17K(8s0U!7Y3Cb~k-Gqpkui`z(Z9B#6Ds&;0x=1Kpp4F|U(*lUJ znvRCZT>!n0^nU1Y$F9P!U3Tw zNxo$-v)tQjDg>qZZ=%p>Ael(~t1T{(RfUd{iN;k6uNBHp5YaRn zXkS*dIqGtj;^&wmV7x)r+I%nNB~&zCqoo3P1Jf)&GExDaQ>WfQ?VRrT-=?9fp5j;5 zMR%o`CCx7=JiIqMQ>IR^YedeWr?gFeuZj&Clvm_Viw;}6m+%Gz)%HKiKw$4a>{+3G zMe|m#ePC~b5Zg1XHp73>5$+}hTTV1&Z)b`R%YS8ZZ5j7_+1vh+S?Y{1xobvzaxtd` zMLHo&=z#C>fS)2O8^dbl8ooOArB|IVnLl7^ef3%eBN!7d54*yw$~=_*RoiKHkmTK7 zVBP#d-8;39eytfO9yw6*+*L@{)2=VXCI-q5F-s$m)-w9RLluARo*iti7gr;r)AwiQ zl?xoJKr|!bU#O^*RYfn3JN0yRe1CL%ATBH%-l7Rs?RfFJH4!9QAVYCh7wpgXbbY&P zoEG_h54oBwdPwe_gVK*a$mdrbtucek8wV+;GzjmjLTax@0@P$pu7GWn2dfWqjo*P` z4vpOPsFKq&3?P4SP5^LVzZhkmIop7uh@>fY1;F^yOnk^`GjLryO6ZFZEK@u>E&#^C z!D8W~drGOYpks##{19a$~-+CCIr6oJZ# zAuvptRd99$Rs-G7v^`MFI&KkYSIW}0ceSe^5MV~t6LNp@tr7Nv@vI~){o8XZKp46C z=hizmD)8aOmG2PIgA7DoVE*f;L-PlO{I}9W@kuF*9Xd5flQ2(D`&gk^+njMSS=9vy zhUgQvZD_GpwvBEVnOD4;N*eYTs{{}B4*DKjEPf~?l_ecrBcE#~hKj5>kIudrz1;4c~@dI`TIM|~;I66=|;bQC==ZxjJ?H5nXLA0Tz z>c7%g!7|CPgd;1rS?#|nShmwEOx{eKBS=cHl8XYaQg;1Q8sB8AH zmUR`{x6+7oat?4gUp3S=n5pusBIEM?VM&L++J|u6ODbF)RS2#wv9!IMz%@D0M2^3; z17i6!8K!r8gM>0+-^tX7^q*lEM@PU{s1@6`#KxQ>57Grtz%PKPYSgu1Kj@0pbJ$e< za)y6G^DF`@mJCM%aVJfi6|RO`WJB9r3**_!Pc#OfKZ=^clUSjwN`kV*}ww*QlhuhI6kK z4ySNx1u5Xwn<$v0$OB2gQX%HbSGcWq2Tgz1yIqLXS5FFcVht^3jEjBieBr13r4Gda zhGL^$OxRmSQ2{7ER25ZN4z3#LUzz5@!?R+cdgX{ppx4+1oQr=qj6f{))nbXn^xq4I z%L__39An-+d}$YS6{%*^S3|O4k;AujG>$;WK|UUJ5)R7dYA2A#q($Y_py(HG+y{U4 z=2S~JDAkV#4W+#yC*~c0#1i8&O?g)*S-T^T!-XJIbp2mtF!~$d*qQVpp1T+>%gj?J zj{r3&lNZkv%4q!w;a#zF}rVGa=iJJsp)euB* zGjJ+%KS*Xk6RW8#@tr|L2695sjUtaT85)Xbkat=>@rjE^8Id<|g{^x9>t84HEJ{wI3KhY`7ktL}@a<&=A-?V?d=um% z@)02RSrzc*LD6cZnUsGzUV@DyuDLCz4==rhzVWbsBt^YUlMigFAS({}d-a?8ESBUK1_h46rW9$ldgpOLyt{v)M5uFz0?`0khHTPK zn`!3!gAn*dLxEJztI#)c#L*{Mw7#KYG2Ad)gO4T{h3Z=Nz#^z|PsYdIS)h9=V|gRG zqS?X_$i>=d`9rG%SPv~DRwIy{Ubxx5kwuf8w8~i;l#mKdyyYMA(hF;Wr5dM;eEvI|kkXw{{JgC$}B##q*`2;m~eJB-< zU%`J!NM~q_f-iiBni|t%F1i4=8~_GJI_8j~WVAvcyWxLijyv_gQIt6{`*7b%1)til zBLLzi$bo;yM8DlO(O%;*qQ{((LG!`*kQ9J+z5St}^uS9mt;y#xWA?S+6n3MG!^C^k zZT{-ev|ChH`axkWYe=ymi0F!(xE>PN_re~k(*yo`RcO#ohsXwu>?!vi<=hG)w9?E3 z8EG=bAdY`M7>&xMvQ$S<8hxa89m(ac>!nwb3G<&MaB#InX)Ml0$DlcM_JpI-joXJ- zvFQ->24@~E9c1a8N0k=2797-oQ3Z0kqBLWPqnU;zBE(fmn-baO4R(MhAy_BWI(PT} zO>_@c*=R{*=Hp%vE=epxa%yZfFhke&^DbkE(Tsn(>(aSw%goOov2uxyyJ9#A^z(Pw z+zW=txFrN`0g}V+Zos5A;*N%t#=aG*x*DZ7DkMC3&M6&`u^k*0BrXeN7!ax-S*=jc zoi6}Mh2(g=z9xy;^AZ1~+(qh26YDliXIYY;SZ_>r(u6d4Yl0x_31~G9$PMcap74Sy z&zXPjS8x+<>hKp@Vzl?~vu^rpEk^4{T`ddoAy}rUDNWPRZlc~3`t`Z}XT)MO5I-v) z!_KlTj|C=^LRD@O>dD|Ltm4DprJmEIDfW$1@3^LC4o^%>%5D_S6vyoWfjU!D5TY4$ ziltyCUILgJXIAV9Litw5p8GA_q-Wyriq?PoQN|%k1kx(dN0a2vPjkrcCV>blw(aAmgpsiZ_845&s@%s9>inPM1IOawvEUA9~~ zR--iC&_@_C7L1b~1CyMpcZ!}iAL?j;n>Bo@^tM&6gs(D5^f3G4ecD(s$>jySjGBMW z)KQo)3JYptjSefnmZ_7k`kv|fJ@o_D8iMs}8kh;hmi!Yc{mVmB0l;Sz>mC1R+IaGF zr$KA443HSKcAvdVE9Z(pvCSxfLx7BlD-&H*vv?wV$ii$P8>ji*Y#xyzW`Xp6|LF*h z#5-JSR&S$RDhIAFJ-Gm*0LJtcDBOQjJ4F}R%V`XC{0S&fYQpPq;$V3?!F=?rl_d_q zrL)Ef`Ywh(S1KgSz@+=uA`KYJhrl=YT$15#5-}DV2e(4OJa-YJ=nc3T9g~Hp^+&)uhV7D$WcGs-W z+M_z<~{NyD*6;0&e=^VHsT0I?t~@@>aB)dQJUBC;_|$ zz$qbwd5Iz;_>w*77MuasvnI+R|N3LeP|^=|4izdak@X=3KjO0%csqX`zC;b)^2@SP zM`m4C;Hx%;tPd4qCk{^V`5O6y1Gi4*&B94aSf1BvFaG-B^U8S_F&HO=Arom%a4)7afs;&7h9K}S^(J+9 z*&>k(@naAn48ZueOx(B5ZeOS@cmau+V;F71<@LfZ{RiPhUR=%BE6P9#P;Fakv1tAB zocNzE#UT@@Suif|u19`b^3q}L`A}%vlk~aMqMwFv>_#=!#1(&-h8*6{8xZ%qv}$la zwn_3zqh4H*&Sn{U#9-Ig$zCp-ICMX)5Jso>yusm=Fx!o<&WxL@EpSLH0~HWJIbInj zjPiw=e(Ll=NtYF7Vr&(A_Trtn~ip zyIW|MEc+Lxy3c(XY^`8K)pKJC?Vr8@Q64W!-qqn! z4Flpr5No8pF%Kn3_L)&HxWH_1SSZ0OW&aelSxLq+83O3qG%DDKxdQ~>m3AuDt%}og z(UG$mUbp3)V0)vmQyh4aTtVFZPlg>r!a$RQS_@0wsz`qw2cj?wi3N8*7T`aE`x7xUU?I%@K=Zf7-%(mk>vvW<-m9Zm@QuODmYCKz zRwQfXpfp=KUrZG-BGg$UB?yd7w#AO|xq8i=z(ar59X&4@q4+$Ekg<|EeJ$1=>>y>vL*vAEaK15r>$;P_fx+e5AhxOA)44V}2<)#fY{T z{R*XOeg9$k6c!-;*~p*|?o`|3C?@vB{=6Q@LpRHH({h@Q!SthL*qvli?%~jf@qo9d zWdDB;mH*i+OdB-$QK>4NKYXM-#ptf%C~S{#xDWNDA{UI@O8Pbc;3l20UNV{i=np}{ z6kJzcfSlK%ffVfLCbRJOD+`ieD zf+OKH@Cx z&ybclH)0#OYc95^xpW<$7tPx=A$zI|_JdC>lNlTuR5d>JK~@e#Zvtfc`dr$nCMD7F zXM>P`rY(-II&J6G9eNzB``vMEGX(odjhDuNge#wemmvsWI!b>lrddVI6x)l(;4m3Dy#!Ua@+cIXujW>8hKA-* zW{V~Y3q0}>v2uwuUAP5*jfQp{`hj;|F)sd?pS)~|1oPu)T?Xigf?#O)qX{Kx(W9q@t|=Z}T?mh+UAZOQj;IuxnwNiC6!TZKa1F#cmkV9MXSoNfr=d zSNxEzYslvu&~%H>B*>&^D30(sg!0)9!bk2|aaqZ6-3BB88T#xQuKDE=SxId^)xA!k zbx-`Ufs%A)URXVNw$9NIh@rt3;_S+Kxu^rBDeSaQb#j2s4$;^8o#s@e4-;APId7d9 zp#+Nkm*_+sFg;O>#s{ZC2p)fY4$}=yGA17ow<|WZAa^r(;(uTohh{V|82qJS6^(?- z&VtvS_hJ3myOU`b1U=qd)>kq$>3&05FYI#wE_IWqY*8DX$@g6K($! zXPXZnj^~}RT1b`@h!qDdPEx!^wK2`~A(Em;=Ur;!kg5+%qXcg}oR@#;BHLHoYgmJ) z0mYx2X)5xm&707K2s3J6)e#norWa1?3smeExoll_1~`eWN)|3PK9}XaIROOnv438G zl1xmCXx;tp@k8q>Nb<=AMG54P!qb#MCm?9PCvR~yxp8J?R zS?CRp-??EV`ym3kd>XMY59?%Hs8USA*veVkRm81le? z&L*rL_iI!l4rGY#1>X?i-1-j-=xZb#3+?aJk9RTkYi2O0AiaOP+UUtUx>uW4Ff>6G z*ge1njlYPM7!3tuxIKy<^0i)9G?4l}US}og1rEXNVusoe=WOs|?eB@SOKGn1YJTr4 zll|XfM2@%D?93W$hl)QQuQEAtyko$Gj8?z2-sO3zl17 zo%`^YHbS3|7bz6Fz%2y%V0?Yx{7K>iO6_DexNB4V-2MD$KxuzoB>(gNQ3@+f^yo1P zJT{hpS!d;QM}foF1nq^3VVdJ5B&kOn5LUl=pL}~!vRvfH*|;t$NMH{<6Mr* zqC69do%1D)S#BsHG3i)@*;J*dJcF;lsE4=?i|yt4 z<~G-wVH7undDx0l@xK2#d8-Kg=`;WD9i)0x(C~k7M=7j5nBKYvV(}Q+)wp!^lS^7Jl|Ak0Ef+cxyZ%c()fgO1{ajAz zL0cE{O9bllr*p3lIBLT@)*YwR5Lp+H0<1^1b~Wvt(g`l)0B{tZ4b=9TtKLN>T$ zsG5H?bS&TrqSJi()VV&k+CvUyzKgn!7!mz+TCU(z_Iz=%K$Ni>+r`}6l)+nr42QnA z;l$#*6AM-hEvUumAqi(}*~GFv0fL)gmB3A=2x^en4d7||BHJp61HI_0d4tXi4EwQh z18*IM)!?7+tkWRKA{X4|Ew&HOsf`J1jkJG4-X00>Jo8vXwp}Fmgpn1CiMwA7ksVKg ziXJQXRmT|EOi%ke<%zg47r!O*wya-dq6$`yW(^7mM@|F!?UAaitYVtqKzoz8jZ(y8 z(<tG5def>rxx>lvk=x$Uw`Mm>we4!AizScDJ3Ks zTm=bd+(B`&=cxX9(@!-t-gPk?#so65d;+_z`}Ch|GOP{mTU*oo4Xn=86RtMKYg8oZ z(tcjMtpWYiLz3=5O*u5)dXH9FoefUMbv|Z=gDr(41d791 z(DDKkNV#X5PY|Tr&POJA)-&BQ=Yise$)S<~V`z{(pm77@_Qxs6in*9>_a+kgNwxOn z$B5P?TMvjMTw&T_+ZzoY=o8F-?>?IM;sluKI%Bi{YR5onXtBTwJu~}bVcUN})*7C7 zVp+>hIa{q*cXAP2hH-4cP-B;I!9K^Lpq?)17jjaY4+Z<$7@>v7e|0O z0x$o^o6A6Fu~^Y_!bqP4lYjifIM#Bl&ZegrSTiOfDpV8DF6I9607AreiQGNLWIO06 zNEkYUfMC@qAiE_#9oz}KvPypss}`7hF#y~Q^Ed76?bG(3wc^QC$c_Kp}C!1I);}{JAA3|uMt~^;A+NgFx?Lly2 zIUqgSO+9HDBcn=Oo-=Yf^tJ>oyp$0i@h~sXOULLeIYih=+_dyNuKgPxc^jBa?w&us zM7~`f8vC}k6c1yXR^?*5r27>Axw&c%0Mi6^pE6;rTb}F;HrVI?G(EgvPLw|AoLZ3 z&(j>+vU)jd+Cr+0-4j>Cni2Kc=#Bp`&V#nT9}+Ndw|$0~xe1TvtyKk59^D}N=6$7u z0;WS8sxqCp97lhBBaQb&7yEQRmpxy&Do=v}R8Ik0e)#J~V*8|5t|S3TBa_;H*K5k8 z^bKLU8E4WwUq$wffVt));GI?OL;*5Xx|m^DE93Z-D`F1PqoGxH`)h^=h0xlSrcQ_f zD=Oo=pOx=I!1WtRl+q){8ZNBgy8z?J`=|NcY2Xn(p&fq`qBP|7tXP~8>)!MN^Qi?@ zia0=TM=ru!$`{;>*9I2Eyzj}1_I;(bPgy9)J2=y{pACvd`m1c4ou~7nSpz1Pevz&% z#L4M3Vst%M_DlyF9>;ci#-Wh~-!Ctl<47B9VpL0dqBGqZtjBc!m`AbkxQ7Im9C3I; z5G2q}5fy(5L&Cb6v9-xlxqPF=jdP?Vh#5bLf9^qk?%TQ0MBF=o@$+%) zVv~O=hYK=QA4lbNMh#Y0Y@OUoFAUX^+ojPRQ9xynMxospEhm{vrUW7L1dwSzo}rWJ zyBDvyC|DXppO!eX*Q9UzkR^^EAF@Z5$8px2gHGc`tlx3m&eBtbo()hMRHE8miy-z* zJ!jLlG;Cy5bRz9;RB)6axU(2vv65Z!Agr?>b2env8+Rt`GW*sw zk=43Q4md#h)NO$g~`3s)dN;LQwvc@me-LD!@j4Gux7`W*Q zVByDTl0lEl-@TyEAxW~NwN|cRW>*;F!@NePk^*zUyJtjs;;qzh>QRW^-Ba#7Y#)C@ z-mmN%FlE@SjHr~S0*(E8CD74?mQSa8qT&f#k6@SFa6TaxA!u3}(NH_VfhA_)!$S@c z<=nDU4MxS|fGB~LTMsoVcrPaXeLtP7eYJZA%AW@@Wto>xQ{J06}X zx>URptmw@b6TYdvaH!sTfn^o2B&_+`1_sv-)qYl0>?R&eA^fQf0be+q&;9KdK4g!Q z;K3u5cKfWJ-kPvf8uwaJ$_8FH02spb4vX%ER`Wwa|<;M{pRJ!yY3^1@uD z+aMOnC1=u>Kr)i<>PzOw_}#|`ws*a3D&dHs3-p@(%@UHv)t}KUp+=WMLX`q@$KF9c zJVWR6z93~*6e8kq< zyY?>%ADIFejrG19L66*AC>4K9RDjpHzuOpnQU>iI8{)g4GV;r8Lz&zcLZSd6-$&xU zTCZQrYz2Cl7(~!{Y*WCJtX=no3E7@;It1b#xW!4@f%j>i~c@oc{ z2AIknd*xPf={qIs??1tWTV^1Q*1E5;pBGB4km(M~+J^9ihNZkso!x&P=SeGa3!B;( z3rX8XN~AG4BA*@pZ!_(O!bwWGdA$VH)FXAc^rk=MBBno`JE^!zlf2ZTyNDb zx}53x_XE?DcbyEoJH>zTT8dbcIsJ^^CSSrJKWP(l60K1(Xcak3Ei~`FdEWP)FqN$w zR|imB5qHicw`~w`WIvIstjgNS-*(M)$_Kl}lyyu0ZT%=zyN^lVRdy8K^;e$pQYfM;i&DaUOg{{ez>lOq|eFKu+sOiZ1pyrri3MzUS4T zAoA;&bk+gCSbu-Ix}*9>0_+*&%Mc0p!#=IHAAXMR&Cz`=WENo0reA1Gx3eJ&6*xJ0 zdYL8e$GDzx)mBo*x@0qQy9)-54KH%}UO~weS4BF0I|v=x7`jMV{+F+b_Y_X2z^BLo zDvq6Q9XH6;hsXIq&*>9x{wkV|Qm_RY1+X^+TIp><3$T9!$DbjB^dP{sewc>FLhv9RxIMTl}Fq zvGGf3!Dqz_Z@hJ|8@^(Cx;7$=&MiASiRhLHkcB~UK1g3+uW)rPp|Og@bMy@^eHa(v zZr0N9(e8hhK82DYa4pS|mvjfI6bQo#aV>C1SG~@bJ;})Y9fpP{LM%vN-f%+hD3U3` zDVr4~W{8pw^=auY+JE<>XFB*_##iz&D=t@$g%W@=`H zq~{{E%pI1%E5~i-Gy&i4AX~{u_K?8Aen4m!h;t%juGohy zvysK=k>8EgNGi86RlYk;7PEK`&eoa?>VSq-Ht*D>!}COz{EBNU(sk#m%4PS~4ub~W z3^H#P`?e92+@I(G%Gr~M&Epy}MKSP?DujCoqSq3U_*UC32QeKj&lInPiWTa7484DB zcG1qrMDY4Hw4XF3==K4eEu8D?IqA3`U;6UeMVOs+APxnId^#N&a?#eaQTkU(E`U7G z!@lAOu}E(qOy9q(Y4N9B_P~7yNsf_DuaCLIFY$g<`IMk&N%3=sU3tq>L-H@%p=3m> z{ZDPbbY3|NB^&!0fk0%PiK!L*dp&>TO8%5Ln;cDjqG{6|%pFV7fG1H4Xr^vleb?TV ze3GQR96IIGFHxFM#X#l`#}6Qnd=2kWYKVW(20Yvl{mS*!#L?OKz;M*_T6^iGR+9L;tcHVtHB(`WnUgX!vyR7QWNl+@Xk zAi+HTE(g6m`px)adH@C$WZ?-z#cvdpPpT$n7tgZ@GXE!UR)JqNwjCfXfl@5AFjdeX z^RQThig+WtN@yoH*f|U){q1s7%Kd8=MXdl<#gP7E%12@9A=~X)fmLEXK3D`62E_n5 zcOnQHk}wkSGrOzI>3=q1{rZ2AtB~tSdgq+%Z(LNg(KO(m>KoYtXfIaQSP$|=5j(<8 zFUqnLP07Hkl4nPEkPknwZ6+M#B)mqk}Q5g8bxCEde}76&8HPyl|N zD8O5{=$@?ArM3{ysjeMvGSk!r>>2(S4m?~kr>?7MWEb^u(n*cAm*E}8(-IZTWS1L| z1K5SLBsfQ)aLHB2hlYQgustdy=*1)586076K0EuQ=NzBgg$=Nl4r$B62ID`vW^-x> z37b$bpo1Z43u5^PQY6Mc^%Jb=<^mcLt5L}N3RM`L?=Ey~w9Yw7<}l*$4xeJCQ74)U z6GKLP!C>XBDe_v#?;tDRN6=Y}?qnc3wR*?J$OLL#jOJfmWSM`B@i(%Z;vJPAB@*t@ z?kci(%-N^s-Jb@O%9t}u99{+~fd8+S1vgzi-@$gacGvcN!x$35O}VntiGX}~ z{I_;|8ci5{G9hDaSX0O4eQM;^66`O~)WSy^R*u3OVk$Ig(?CFCAxpk>jJP|XP!H#5 zWg-Vz2mh0;W66I}qsI4tz9M;p7bfrmyHL)mas+&wS#^{XHqN?MtAFe_`SYAp%zzF1 zizOYO`1bK3bmGbwguNpJf&;%+4oK z0M8ZO)G!hQA>Nc-D2I>hWjK5FhYsy!=x-$`JRliR;+}u`tpara)MSazOGT<(IofI4 zQuRjLPcm_U656JX(BGzjGCP$;Ot`qGL3qCP57vH*+DZ7h*2Q}|E)t{##8H&Q4i^pG zNI9|_Uj`tNe4HEdlmqvQ8Vi-AQo!#3Emya#GqI_T%6Aes`jjc4I;BTw z02TS3oi~3)kl0FsQV_31u#$tug5>aq8OUY0ZdC~$pbRT+>u!boK|$w zNf+W)(P&qF`&aQ}JPd#xqA;1(hgtr^Uk+1TJENi#e2;jXEh;IfjvWLm-XQZ1$RFR? zKr0NSI5hPWcKfeE%2SYvle7(4yV|+ua3&FAH)el10Q^A(fx7&@=h>xi%~k{j0fZz& zkW*=^qNE|Z3l|NV>7?I?vzTSrpI-iC1h(nf8)hq0)OTjS$at=_Y~JQ<;w6=7JA1H{z5BX zy91sPOUXEcKlz;m;v0=p=>7wRx~mf28T@vF8MMU-v@fq;CYXA;qG#(S_@uty$+G(@ z%(@haC-TUB$`s|ct1-i8fGQ67eN;~m+0cJOs8jg>2<(WoMR2?Vtkex&$3`GlRR!O! z&^kL?CGB_3mFefu)ea7q>^m-G2F_akswi)zp1Q^9GBVTp3o256v zUxAy>oqbALtRXZ$E3E>U5?CaaCIg%o&TKu$Q}_M@JasRiuU|1fNH1SmJLE5JHNJp+ zmLk)^P&A8HB)18fzipf>%@87vUKM{88LN(kdFJ~u3W<BAjuEn$`=@z6{{zu#oET8kZBQMptUlV84#mK)LEJ|PQAcdaE9;C#Lo2e9zwd^UhY z1NPS% z`LjQ_XL|z(Ov5^79ZWkmLpIcYJu^AGEPFjma!`xhL+Uvy9oF>-oOJ`Cv?3o0{DFb1 zJM{(ZAUiEM|0}j3kIjBLxy65h2hTXTgou4V4%dU79}(9)h|7HHG>NY`g8_e-869C+ zEFrAB@4rKd=ee$Fcn>IZVZp>UEIw*gnQy}@1l2hEM z=8dfS=i0O?q?4TJY5D7Aki4>twq8HO%_Ee-VegO?{JU>-Ah zOJ8wJ!y%qRDVWq!yMJmT=pmQ>_4!gKT8gEN(MbjUt&a9jlqK@P>Moj{y;R4_P zqyl*TSK|p5#4VtgSOtGRph*wYnx%KyJ(PmA`;ZR$&S@iNo0ky(Wf%r$h#^PQgUqs1J+}`1cbSP$}-1OmN7g^Y_ z#BH+((ZsFpaY79??6Bg{@Jz!cH8Ql*ScQOV2N=FsD0#OXxZi)U_Z>%7ObO;3OCLH( zwIoDx%UAL5HrRio=&ZX15O5m}ajf}AoyT(w$ZnR%^+=xVi6yg_FvV-D?Q*;!A;T7n ziXD<4^8b+PsQ13*a3c%(2;bwgc?vDWQw(=2Q$ zxtDJR_94%95s$dD;@vM?CRM?4OtzGch?1i~u$=g=`|y8MPKSIxf(m$FttpzT`;fEd zcgVfjp5`G#Hyi8i*si=ZR)hpz9uqPX)I22((cYwww7ChpddYM*H}S@OB+rkhq)moL z2_cpS3l{@H3|~DGWxLjm%15f37;UrLUb7b5OR;tlW+m^`h52&h%BE=- z+D}S--lGkZReSGw`hpD)w7c0agB@dqfADwJ$X7igpy6Tu)iP{K8GV>3cW*eF&i9T} zk)MhP3r?>;a4m*Vbb@JS&cQiLnW??g?$m#bLD}&kEFkS<92@a;Fdx8RqK^-kydSNX zd6}|()+^Uw04>nkH1FUvbr(L{PP+%!q%{y5y`_#@)ZVp-%n<}^G^znIkeuy;tTmJD_3`sT2BQkq|3Q;TeVt(LK6o=Thh7$b zRJa^>fTSS>&uMOn14&lIOdY}7GyVzui@et-TQJx_K+RLQ3* z4W=Ekf1n&UqD<+3v7JI=j#^gpKIy^`;5D1op5LCxyw_e|_7UD-V8@BV>GjZ`#6ENY zpF&?w2qcU`f2h))TZm(|jNc@cebxM&) zW^@X@n7V;&2H}YiMX!L|4~VREKKlB+#TQ%4jRCz@0+Db0$DA?pJvk&<>W1;%9l{&x#(`5C%mCRnzUcKh7?8B;(2)6CC*UtG2b@aew* zupg#b2Qj)Zd;nh|{1LRf16JX{cSFnqRV5cRqV%w+TnFOW>EeM2oi97gg)>+Aa3m7@ z+HkAAzo)7gtyv8WBOs%olK6>INv`4eTl`g~!zUfip>%#u z04@>xo$#57IfYe{gUsA&2|1XHuir962Brk)SoamtZoNq8*Cc*_t;(xnCmjS=pqboL z(7ToJYK^5IKlDIe@wyuLhe9Lc9xu1N<2h=b9531lsHCMXevf4cxy9}o92j@s9HX|k zB`Iw&^RGbj`3m*Xa;wWJ43StL$HEy?camEVKI-#Ew>SoYVrHOS0bYKNh@5e`qIkF( z^zN8Ud6gOU#V>GwLW6f#`^Ds!+S{khr}Irmu1An+Dh(e$aw{hv3SyLthdTPD zZ`~&8w(t2BLS?(X)7U?L_CU!;;PY7%Ac1T$xH=gyMQ%lZrpV4rSQ>PO@u+M=vweOy z`D7MEm8I#igy)LQX zqCF2N5Ss#jj`(m^o2J(R+cI(f><@X|*P9DUa}Ov&Ad&s4`@nLCpwi%C<O`W8@@j!MSc!2CXCUN3E!ft6zjD&nB;Pl+jt8n8K(+(kg;S!FbcQX@J;Er=BF31$irnEszu;Lva^x6LG zf;{wplqe4KQ2*6pbgPKRE5HcT115Z7Cl1osE~P<_J_6VQ!kY{g%5$yA6xQB=5bNRF zxOt#bOK4YCDJtOIVG%;BS2N&6JBiL^M|0gmjk;B9>@%&VZW0Ou07Cown;JsNke;Q# zs#(~u-r^M?l`I4&q={KlxXj}TF1H12hb#ntVb6BnjqOE|L9-ndnp(y82;vf2d!_aL zDSH+H6Q+@^}(Lh zRjk8heGVD=4=|oL>-^n<@eAqTGXh;zvsJy47dB;ntU`4Dmth`CTJ}IE^g})IpXeWj zz3{#>Y;<0A^|2Zo|VkWJBwdM8Rp1yqpo%%5s~S`JnE?o6#jw5VYY zgxCBm*CkB6n#CqDVNpg_XC#X#sh1pi?n z-g=OX+=Y}1fTr6MCJiU*OUhhC8zE|He0duiIK0n&!F7+ths-k~cetz^91ne<-uM zc!q2N7uOp?Jo5`v*u>5+ZrQ+&iYap~#^}G4Hx+;Y2Gz$60-^9e^eOu5MkoZ{ng#*A z%G6Sw&gn9$QxbM@4O#9<3n^iLBO&}^Fa|_(8hw51*!U{*fW|PPYg8I|R1pY2lnUzC z8a|{vV5nXg9*6CVkSB4)b&)_ODB4I&&pldzvmF)2szGO{(`%IqEwxvkS?F@4d2Q{CEuaOjTX^!`xFUXA-)9nAOwd#Lhq| zM=?ic0Ah`Cd-Ixr%#%`CUu&)SlA#IPAPG)JI~>7pDI|3K(l9srNo_3u9y2;5X3XrQ zzrZMyQPTobY9-*D7<_q(-x9P~%ZMdLV4laDeSkqivU)A1D@s#B9DiV4CyMS#tYI9+8-T%>QETt|G8<6{P_1mIISt63z%AM-w!fd2tO)!DxPE|$9_`I z07*D#vO(3m7C;1M#~QUiD-&^pCMSY4XKaro67p?i6Ns{h@ku8#Bc1h*wkPY^gQ#c) zxKRj`S(+yROi6@86(W2jbj@{c6l*RkL zN~h5fFNxr!25lPj@)rh&%Bi>KE>_o>3uS_U*tx113gY^QMIfg0v6Pu}e_Xnu$&lea`I*5Kq|md6xPrEcZUfBmDoLl`Ynr zx8Tzk!dJ4=1{HUI>>(|+ODn0F7yQQOt|*SdvjbIP2g;tR)D{##S!h;Q zy+iS`+pWJuXQyq_8dUw_{|x85;4WH~$_eq;xGh)KApi_Qm{_4;jGPoBTWo1=nb7F) zx#+x3Uk<8P$-@zgFU2^N-to1M7*>%2%C{rcw zvJ42t-62QdmVREnP$~{EGSL$Gi`({R<6Yk@^Zg+v-sI=R`yu{^Vs}143zjf^MFM=- z+?O41PpOQ5{|K%axrhpbeGXk|0PISck`QOuhWB(a;fk$A`2r!o^R!GO3X1sL^~Fd* z1^ww>;yWtV=WNIv_j<`*>xXGRF0;fL62H2u4_+{Ms?szR7Eg-$7)uN?O?kYdPZcHk zf@1D1%$6aoR>}93G|;1Rh0S*0jF_p`J~G?+){Osuq`*PJE4}WGdi6N%m=}7b)LZgx z^+Z&(RGP1cK_{w;X|BFPA3Uoq361br)~-^3VVD;TS&_8y^$6pNyi}u_Umj;%8QF8y zeQrzj2hkCY;Bkxr{!J5=FB4`gLEjY8yh*0e60x+n2=0}Y+j9q0z~rQ%r&6JS7UcAz z5gZSHp+@^o&yN(-R?(;0LYoT4cN6%m#gy?EmsK z&j+6}C8rW*3Rw5=4kQqf+F{PQ;0*NR>_IxJ7?bZJ8=w&pTRzQv?S90L^Ex5~eP-Gl zY)*Mt5Bo}ZdPtjSudKXQrSf0NGA1AyySOGPKCUS9X+>!pWDP;&edV-9>k@g}7r-HZ z($Bi%wiYlI@%4k)Ub3Qs_(j-lHa#4NVeINGVTx*qIy1C=s63|>dFk&@60pxHUx_t_ zo7|-X_`i}RMK@zbNdzjevn)3W45F{8Ew}mZQw9|>R+@jp4N@o_gS-dfZF)kSS--vt z!Hy3%^+!3iWG+P}DFB`KiYWXo=s<^md`MSeTZ#9fCbD^<$JspRy%U)fC+t~*nmhKq zjtpf$*jf6jhFYI(E9{4A__|0iBaB6Q-;F=q0s5%jf;jLc{-=*|eY_s^4+AOXoGEKo z$a=gTP1w7eKsg~ohP8iJ*CIBrGNojbxmO&(x5UJs@59t1lZ)*RxYI59YBe9`NPc31=z6SzNx3M^uYSe4U zaYhF9xVhA$IQw3Loouw7@*#T;vw$+@hxdXBLl=7wjYr-lm%wW}!uVRmk>Qku^B@vo z!SdU&tab#+>#)EV^dVnn^n?U|u@h>mx0xjnKt~`#w`P=w`J>hE@RC@AS7X_E4SGbm z#0Eu(GYhY^DFrY7bz>?_gUY)NW?uLu#vDXb0J(F?`Hn%ws1W z)zKmoKOkuSD@0(9VXb?1o_s?o#cu*KqqX7^f6A(M_A^@=7VO#HpDCW85P^|`%#80= z>dFXtyJvne{zBio*XKG7Y2X}{M8pmq=+>CCycM^SIQ9GP;_4aC0gVJ;u~-Wzm53!7 z=M+}U318v>Y|tm#&|f@%EEiNI6d3}BD%*zdAm(*J-RziWJ?SNHTzUnm87%kECOXy} z1f^d-<~*j~Bs;jru>nEzm{+A7UXN4UUIq zO#yR6D$h;>t$|}S?$tS%t4Gs}2rWH&rrH2NI0Pm3LBMzN$)90=nZ*Y!Q;nB15xj_s z6D=zC>&s~sf;p9vn#}N&XxI6e_A5K{%+LkqS9{xb)dUI-fL|?savrY>Y-IElVJF4M z+JBG+6sBXcfdwFK9wi?QZEF8YC{ThWQ>;x2BqRVtC4SyH=#s6*Q(mHv5GSyB|0naY zd8SG)fbGgK1=+NJGfQD)G`f72YwGUj&k_uCpYB2v>XSFdc3ZW;Y*P53Z|uB(sGb{i zK29lvI|2jqaEEEL#j}qTSxJ-^;jxTP6rg!HS2Gl#7PV$XbZQRY>gfDAnj~V@X50I# zbN+~LR_D9V9plS+PSi1LRt+2h_ZwCO&T9&rFN{jhgpIC$fHYCj{Cs%9jYk_K|JxE0 z2Kl3RO?IF#AWruYW}8I;TxoL{W=Tk*>lIgXFRDy8Eody)s< z7_Ps*{GxA!Vl^PwuSb3Xl_NH%9#tS)xUX^|zMC7?9wA*>kj)O$;v*9Ysf zpn*Igp?^p>+a@Rf>@8F!8?QC-l5rla$?#LYrw9mtg}+Y(2XP-j&*LVc z@Am9F0M8}vY9M^Ar8Y00Wy#X4R|o_fEJiCqbp%4VO*#Jjo>6_RNR#b*JX9lNRjuxT zu2-;X$-&XcCky*8<<1G9YH3{N(M!}bT}#&15+?AK1wtU-`@5-62MGf-rLe%je+qEj zNyMptM@;#wn=OjUMnqO=KOyi)f-M*LiNB|}s~%5?`_6cyEONsCq2QEmx&mrz$DE{o zc{Uf}M(D^wyDhryX+rDueX>OcjrNx$^GkF66Gk-O8%gh4z5~ZU9*#A}6SIk)QnM>=XX;NBte}C?T?iOD$@6 zM7IRa<3&jWL%qh#uORgyJW$ae{S;)URgvQi6{Ikz{IiC}jSo8xmod9jvZX?0E0~3U z+dMw;Xs&;Tz3R`!2Z?SkQ{Ha>`^f%q+c; zE?|cWPf%xuHTC@y`Ydc;6dKdGJMD#*mrsAW?GXcb4ketTmf;5Uy?4HU(&Cjr2VGCt zDI4B^b%){{kDEwH!KhB;0MJGRBb+FP zeSa(0vJn2zfKZtE%NYV*p&n2eS9lI2Gb3VV5R+ssp`P1c5deZ`%}`%r7W| z;o6A`b+B!0D#?EE4o1}fiY3ft`*)o;j4H3j_}MLlJvg_jTm-sch)QU46dR>IFsaZk zU!#1ye%rdsC*vv#2QuP8_dWuD_?>VuX-ycIFqLveDdS*^M{4f!Wm{L4jj zQ@?Q;PMxUJd@Y1X+u_bY*<}ouZah=znf?w1rAD}^)*C!0iZkio$O2Y>Y_Cf2Cg6=o zFa0d+B*9a2Vf0Wc5k^B*3N&CsR(Z5J%DYEB*}91|wN1aqBlw-7|I4G82ddv54mz&V z*v3hA&H_K$oFymrWti0L+HemDY+5f<;VG0ACD-r*$F)lH)gkP0LO)EcbWRuLsL21A zCE^I>%7RKRC)vlS(&rL?+iR%!cjmNf<>#B9AnkM8o$vOS(fBsgN*ya5o@83J^+qkO z&g&j|j%|=O$p+zZQ~3fC&5y%~9whfaVaV*Y5{^$kS79^4)5^-K27s{D9@+(LWksoR z;uQ<1LyB2~MT8LenkT}1@zK^DH(V>&DExw)$PyYT!5L*X&oU5y|0ImhVa=nJtW)J4 zN&g&k^6b3Cb(D>=%uE3+gf^IGkP+_%UXB9$^CNNe^1}~{i5$AvCM^tdBAF5?3uURB zIw7`K;~bdsfj6FpgQDTC`}R5U9d5*ff4BuqaGK#>;-M1qVkBv_=po`Bsvk8h7-AjXsk@6fKmK=*}D&dMGW&Eo7FSK(qhF;zUY z<)fZhOdyD)3-Y0)v_N6Dw{p3A;_QU@xK*w$!i0!6P&u_{U}7T+srhwXlDuo zaYPH|WlPTDf|bl?9jb=y@uf5J%FRX)U|oU2gLnoNbBCCJ=6rl#KXbZja6F=(AiLJ} z$vQ{`!|{+32$5ffCN||TID<=21(=_Ne;0kz0uPU}3hRI#P>5NendwZl>2lk6e*yH-9?+b13}~)W zZd5?G3?8(9Isp(!p!K2oCiL7@-}wuiqsEsfDLMAb%mQJsj1nKCwi*o|Xz>hEEf8p- zPKB4!`1Oq^-J{j%gN701DlT!N$)zH)uHzUzXk%Zj^*k>H=n6 zYlTj0m2bDbRt3#ZZ9npY!8X1qpEYXz!cS9cJQ&S?t;#SG0>ua1W8>PMzWiLtz@MRv zj33@WxOfo|apV4a%L054f=S*hX)>2CbhQwP^de6GMuiGh z)D}(IThP9qs!p-EdQ+XRI{W3hq(Tnaisu;`x-kYM`-*&HbG`YXwQkiUTzn*pE-|KNVj;MY z^veom%drU#L|mPaFthY55gRkyqgJQ%%zwCnXJEDhl6A8YEjLCrlg@sbydg+m&U1y!fHFj<628`V&zm?%dhBmOp<4CVVES>949 zA-<0}7wnnxr0;1+Q*XVtICeMAA-KxtW7&{qwtX@1!5+2T1Y2nQ%EPDnmlMm2^-wcr)qGTL% zIG5e6)&7%h9DL=0)jIcJ1XUA``*wXmlb36SPcBoyxL>tfNu3?l?`d`8+^)2L>mFhm zk{?BGpHWKiogaLfu?8&Pxz8;|D0UZE6 z+^fSuAOS(%Fifuv83q!;d=_4H*+zC28~RTgllK+XTbn9H%<{$*X(r$Tez(}e`WC8g zL^NAD4V5%8@OSQwE7yisW786Ud~+;3DOYDT@FU00sB+($e@GkL= zP(0HBC5_Mg#u9m2U`E)-it>t`GScX#QH9R>m?nyek-gtQ7z~0buVkx|^E!IGHk{`FVjkUe zK;6_vA&+mYj}9yb-XX!=?SrXSaF%5eT)ise=yCVhm1i<5fTxQoCLx_b!&2<8#kvH5 zh7#w^b_48ALSy3P1P*k6WOD$ld^ak&8jC1|2huooW(Bxgm=+Yra(*QyaPi0=I@->m zJn0M2&0{46lt2*hH~Y)rU_{QmIr6Y&sZfvvJf|`EKNc;1%ne^1Nf{>tJ5m@5(1QP4mbB-TIsX;~WdgvE5g4^l`8keacIu+9q4 z1Fc{2`{=tJ3Ot9m}%pG)kJwbeR80o9Pgw++4$Y`t|S3l!7QI1A;_s@d5tuUthe0eY0PQg zCdW^o_s>1U2#Q^zi~3fLe;VaEYcO$Dz|IgxH_>G+yL>yS?n$pmCSs6 z0TlnF+;~mK9^>B#0%yg%s#cK1pT{;b_-U&-B|G!ViVlE(&Ct}p)exUdp%#0$B?V{p z)=bzZ+X=OHOM5LjkzXafzyx%VJ&i4;Dj-75#@ZLgRW_R*f|hmz?9X8LX&O{8`&t5- z`g|7b;U64CW8g^Ue7hB%!2LL7P9{xMmj-TBH$_NzgWaCnG9`#78*WC`tnd)AC5t(R zyJX5>j&*hmlDgxm9bK*z7Ck1nKeq)Cz<DpF5imR^LuS!JkS;aNH0UJf8z=Hv zPlhzV;{lnrRwN5v4p7ytr&PO9&L`h?{$S~NzXqn7h`vR14-u#U_Y*Z|94y9G01Tc0 zC!p*;lWUe~-kvL&e{gzCy9ljw`!$6nAkOuEDG=3%w{|XV3T>3^pznGe?%ch@34bIj zNNplb{J0CwqZPZ`f1@7HB&LR7FBli?MV%yv3Wp{0eIi>S3H$~ghRp9OOW>zdP8+4Kt4c*! z#9)Xa#X%{uATsKwFO92eAnYzxyNoU6+9o6}4pzC!#ZSEj>%kyrw1=^u?<>^&t9xmM2dW0qF1WK?Sg#0g>eCF$8yzx_{?i5Y|)u zRS-MTR|aL-8JI7VWik7rO_xVt2q%#@+QN$aDZF+)0-^nZYV0qf$8ij1!YU?G5Eh8` z8QyW!ydln!2VNUcu(63R{MGfIj#;_p@>`r?TLEwjfKDjH7DaNi2*{T;Z``^i--7kw z%YX(aH&a9ZD}OB~G=;PW-hX`GFb%F_fAAi1d?|$+`!gRZnavfK+-igBb+ty(Nqq+K zR39h!qft+DbW>I66>uyl!pCQ1q)*v*(GkAmh zWe7C(E4Cr5K}3bEYaaqQqW<@?m~jjMv}qFz+Iy9u{duXqSwQw!-m6mF_7~V(8Z!1LX#C0Rr?CtD+?QX3Ux!8JH)Z!jYk4Ofr%o_TPcWGe*`8 z-zLtBFU<$Nr4TW~sw{b!M_csdn$=aA3+E=eg?9ZX<8wUl)j}I_TPKiOOrO_nR)$Y1 zE{~n%g+KD?bSip8YJVsW9G>qTT?J?vL>rR7(25W6WZ9iA<-F+K%~NtQ zzy`Gc1%@lomy!`WQkKci*Gr+o=(!<1c18D5PZZWOQ5DwS5}Uf*%K*bjo{+uQNFbyU zRq%{?bj#JN#DDWoF!6k*T^ltj8xDZ$NxS3+mUdWSWB5;#GAp&$&`%Ex_O2?qp9U@i zuhr6*{JqqL9daqmLJ6RQF1xUv*+oT;-29m1jRNS8S!x45I1h^N)w(LA7cwr&KvBWH zu9#k_SG-9d7##7e_CPE+c`d1hV7qYYm%_5q0cx1ZkAHu5zqui{w<#0D5CB@tH-Cqc z6(pWz?Oy$sar`6*>q!4yHRiNv8Vr}O z?aT#Kz!U@;AQtc_>4e$&Z`&vDF0dq4}h$-9=DOy2Lf zRHcji3GDkC>FH+SEsx%KdqiRh*0gf!u-iGkaDU#ePfhi(S*9?V7d~_%j*|b4J14sd zvUVcMQs^kQxu`!z!HJmQ?zwkb0`}LT+r#*OJ`p0evj{cxb(9Ddrq7}+=#6w?F)HM5 zB>_Yy81(=)iCzArV=&a+jcvQ-G$bkWf0EzMn^8C$5{1uTHb7s@QBHz(Rv`nu$C7#% z7=IZw4UXpKjl52ZkqXI<$i&vV@()cZSEX_Um5;5oE>eD@`Qm?9Q1o54tu zYxGOBsp_^r1`KvM6Ri6`fEv3)D~MG-^%U60oFd{lK6QQqfQ5Y0P+Xrr2+_8z5LSQyyOOk-zo0QaO_8<#V#IF>)G2a)6>paTTK<5aV<7?FDASU%0f+W;x$wZE!uRq|i(fxpo2@ZAVRdB_VA98r7 zOVSz$+#O>iL+5q=ZnN%OZpQgQ1b>{EIQ&9AIj6oihRnO=8782d(I0iAZjkrvbwr01 zV2T_=WC2?ir3$A&mHmbikKbyTvol;tl=O}8d1Kx zdcT#>-w+)2Sc}^|DD6mJ|EGVxDz)1Y1yS=R0t5!zphcFWysBesinEJ3YJUfnsl)kr z2sUlqLHeh-JBy`O_PAJ~laQ+r<pC+5&ckAJ3OrIpC90-?M&W{#MchCTwK6qq9!(iz1r-i$pSouInv zSX>K{-_MZLc07Nt8C59s>UxCbNMq>ghNFzzGc>l*{5ZYz0;!W9Zv`$gf_Vl+A*KE% zVgWP=I>x?ancL~{J=)_m4>zFtVtTNtnHC&KrG#PT`M*6bO?kg%r+@Z*@(p>Hj8Yzm zD8q~4!46p+CB7#fwYSvmtc(2o85^}_?UocF zmQuMHn9VZ}>PCrg4GZ%-G_pVTY|`N-B7hPQoT00!NhRjgn|U$rPkTnu9>W3UELJk< z^5s%Gm(_mo9o3Qik*h_cW}hBJ3EZb!7r-8p;L5Ask=}Bv34iu}B)Oagv_TUVhnN}7bv3EfqA)r12|@9O&?lZI#p)v(=B;`Pu zDQ@Y<7s^}jhQ{wTQ2PF$=ndqlmWLqyjnCSNl}FKgz8v^M!$ciX&8&^6zuLoS#2@gp zaxz*+75(1`3xBcf&4(3`;4%? zZvf0LdWppwh)vg*8O+P^qy}?bA>r}qc4Y<0f-5C z<``}k+faZ{SRD1OMkR70VS$X|7gBpJVBlvNe1BJEAXP8!Nx{00d3a8`=;^$|QmnTj ztONfp7hb5EOKud2nu0E-y_>GSHV)AXxUY>3Yrz91Ufs;`j!(4A7Aiwek(k=VcIGB(p5hq@K)JJ~x zJbx^BMfv1MCvy{T?{s=OfggMgX|u)z}WH9~Oa;SAgf;bh8XHkGaRVK{4fju=TQ zMtA1k%WfQu8_&M2f^~G#Q&)c=D_rv$iEpgI(b9kHFh>;Ef}2>p2_{fd z_7N2wDuhkqzW%a$9qFRFF1t7G^qP4{ns-;Y5+B@;2_oLy9TK^;K^4O!I7%@PLRez=@NsXN?KIk;ZJ|-BuJMdNS1ghq?0U9{Pi3*Y^ zguU(T$ADBoIhseoO>s`?6h&c{pqu}>6L#)#t1kAYjmDIi9cKC++|D5_!ww|KuDWsvGuu zgDwq@Jw{XX`d*62i0IxLhS)22!*Piz_GRc#1!rD)_(TfG8R^YE2ho#+^))F%VPy_1 zoDYU`xRExjKREubGNS=4mO3 zDV(s(x#BXaW8W}38dk&2J&F1jgnO-B4pom>rsCSU5z2z|J#+C`OQFmc`Z0mnsb>bHpEPrvZIT`Os1h)5+ zKyY8l9$18WoI%Q?(=7hC%J!b_0|A&mNAuU}a;(jj))Z!Bkv7H-#8yOSdqx4 z0B7y3#W1bX0UpiSw8vb$bsfmBUv`fWN*cw`mO9Pd5nj93`1Dw!*lJ2FhlJ+640&9E z8gM3SX9RZLqyB>51b_1N9`+=JHc-J2>4pSyV`*G5oBEN=r7Pzwy{XVPj|)Nq`sN?v zbNPy*!x#gFb`}@lV{L%#+p%PN1e{w_;|AA+pKNXUIKFUFfpriMdI*cq8Q4IKL>;C~<#c8_j8R@g>i36DO3 zRZItt_U|A&m(Pa^d6k@ToEQlO`s*7L$XDnU#yZfgmm7lnZCc}C7Rn!8<>0VvDg-F# z01f;3ohI$KKj|}B~`%AC&+ePV%&q@Y^aYMK?JPO#6`vqf!<|LEXZqF z10C-xMCwGl%MW8*_9h_lrtp%%tn>my#)UVCDyL7!Qhz8BA9?a1;Ybm)1u)!1JM|uB z%M{z>*2RUP8k~cvF(x4;EnJlul<dXIWBxC7v;;8q~79*g6shEx@9XMuTwI2KGGB zz!NRTwi@{O;x^qY#p^0*?0^IR{U|dGloDJ*5}1VB@zIV>u7lyHBurlXKV&S*-9X9P zdHrI0RDXzVz!}IYvI5_Tn*qLiLyJ`UE}WvkM3=b~E5&x=uM15_jsZPuvgrn=;2xG; zbEbFH4?CFkrD~#yxgH!kJx?cO$s`0U(#T{P90ahBItaaQgTvwVYa(TRZMOVQ^ zh1S-$(6CD$%}I0)9N8wH4l{S{C~u#eAZNBIk#8!*#kxX3gcPH)51((U>@Ow=i&<^r zFr^v!b8_bTm-9hpaftvj^IR9+qZ^s+#bhd0p_0Df)d}V4I6N%=C$*P`m4Rq;6178r zjekkO2d?B8K0@Jzg17dB9mf-NGH$76xEWsnc$!~l^oQ| zI3-NEwl)qMfcEyI6bcgj-C9c{>f=sU)a6uRdcEEJMvW;ZwN9vsG+xKOGs^3dlOm25 zUD#r!02$@C6Wx3)&^Fqw88W`e`yk^^k-gI zOrJBgv~0MB(iz#)9GKbguGS?Ad(<;q=`(}k{C39~M;i#Fm>M+4%l5QkC8rOwNqInc zsfrcq6fe?=sy;wX8k!ff4o4(RV+e%xC`Rw4u2!Y#wYdA^fSs7~u-joXj-7ie*ngZ{ z)cCqY5hA zDnc{>5x`)71k*cBD>Sqn{1URE{eQ+2MW1%DEcgPtI4UorQjm=rPF^H^FPcbpW!Ilt z9Mhyg3l6%IX<8MisBdf|A_GAR7Uszs8+z}swVCl7=-Td!QBQoyZIUE^h!igvdqd)) zr8oY=3VpjvJQROi#Js(+58VmJRcQ&LF(c16p{k(SUSt{!5l-y`PJW5rc7OC3Q@W0? zjI6X6^NG^XXRFD|Wka0>^aOzZbOSDwja9wBPGr74Ve$ba->qpCje31`x56ToQB0^z z^P=1I%>MGALXq^x1Ej_VG1$u#+BHKvVR~QSGk1+MH7;Mt{|wO0i|*s@0g$#H`9q#* z;W}CI`kV5)eBVw?{JwH^K7S@uQUC3-{jobl88Y-XV;_G`0*}Z2QK=7n>*kl`##sou z@@yYNUZ1c16Bw$keWiH4pruy8*74phA;IES|AiiX&RY!Z@B#uaAu(LKU=$4yb1(SH zHxlB1WbBJ2CFvf9biFHtF#xOA6JUnuY?W@qIPl+>!a~c=SUjP-ZDTkyRTN9Y*-4SF81g1$$W5&X3M7h zXx&%GEhk)m+M~Mq2@ROocI5(Xbv$ow+*NClkN$iu)^^OAynnaAT5;1uI9UcHc0#4-bnX0m zB^XgxC%z8--j$dy^^o@i5!O+ITNL~+WZ{WR-LC8_OiDar2L+kbh!@=@-dMdX>&20r^u8xGoVC zga;LwW3L^iP6N-j)zfT_OmO?N1vj`CgF+^jeaaD#MK1ekYAU9}Wr&SA&~K z1i`o6$$y`Zp1R<081ZA;CXR}F@x3P=BpB)(gN7ojb0PjMdlz^QoVGK%@XKg?2C{!MC`m)j2!qO8(EAY-Tm1?M2lHYWrZF@k%P)73%H?ZV4lU%E?Emm zT=)Kc$Fbn0PmUbs9U~-@p%Y>VIJqNb$vGvvb$=&O2m&!P_d|G~cQ|b?-Bw!;T*mE^ zID}Fl7H!;>hdMoUj`YXyExkXFj57TtWs@iaKbLSDjyt0}Kt5hQ=Y;+fYxn=V=gpg& z`t|+Hi4?mbLBJI8R-wO$1qgC*%hTlZTMPY4nW2PxWqAI*fa>*z z4b6m@5Q9wYg9V$eyt%(Qf+lxO42`i9H4i`Ax`*0r1aru2x?-w!vN6jPdlpLeXhH-Q6zk+{xt|uC@6opzr+=ED)K$MaQu8rNcQ?T>++@Z~5Di1{GEi{H31abw`sF44mRDdF0apd}RY_ zsv5xv#zR71R(7BR%Cq-N;}M9Bf9Y=CMa|cSS65bv`540_(ntsN)qmK4k@z>Ps;ftY zX~adFtZnP5;uJc~E)yE8S!SfzP>X2dmmTBglo*gwf_UD~wEg7l5^QQh5YY&V^^RnS z04y%FW7;2$PbaJYtn6&X07r2Gj#xFutkfYjdRekRT+iF{rliQEXTA(TU@+wkkI}Ps zfZ??C#zO`c!JbF8d4F^)<$&+Sj5?vDHg{-Bacm3K(8qReeWzvv)Py(n24Y?0>^OQe zpbo#{WIl3oz=_U-D{^ey8FhMMoGl1rx zRZ{$rU`W_>GT;`3SB;pLFnRQj>5(Z#@C4UxpBC7sR3s~7TX`s|(TE@AQ z1X_ziVSw7-U5_p!QP>8bb}e;gtoAqB?L0&@ap#>5BDx@u<|m3A?eFijJhZD;)+0^ z$|3_A=6`!$ejE(u0E4jggI z@rwE{w$|#M5`VKcMXf;!bs|dj$h1ZoFTpjHk8*A8_!WHQA+tHBBkR-G@^JLbJ;Y{s zug>S9=<2>wAW=EWNYdgWu}sJt1?8(OQ{${Hl5jbRwLt{tci3--OH9{vl8bLBVjWln z6MvHSF>kZJYmRT|C^aD%;DQuSR&5IFtEJzZ&)<@@AF0pDyWQ&O#?-!tM7KoQB z0FB63^6_67nQELsl^NDT5uAb@+zYJ3@y3-8B5K1NeYraZvzPii(53gXGFw^0OgK7Spe2Jy?-zON9vzmgj?alH!<99?x>6mJu! zySq8MTLh$~ySux)B;@FBkwdy0q@?RdmxQ!{v~-6w@80{*_cOaYJJ0O&!`&@jrc^~{ zsY*I&wuC$VL7=S*x>=r$b79cmA{ST<1h3(=r@7(m{Byg_j(?FCvY>mWy`b7W(R;M% zKjqOJ)TVUnA_PLKV5Y=vE__07cKWUtH8)Zg1wTD`e(odFx2k^v^E0wXE}s(^gm@cH z!3C_XHF>2a0kQGD#cfTc6a#w`?Ej66ZrlgUD# z3{YHDuX7e2Z{E*;Nx~FYEglWL?Kb(U_un-@Wee_M=Gn&;$32>MG2$irX5WZMc`F*{ zxe_q~_Usj-7?8!EPOW;CQ2usA+J1SG1iKI*is&_^7L1ub@pcy`O2Tbv3pSp@tB8d< zG!49``G+TjUK~{TN2@A>Jk3R(OoG(O(ELq875Om1rmDF->BIyHj#xSffj9!QuFSHe z1~;p0v(K8s;7*=*__;+W$)2+UR{C@|QL4GFNKMwntnjDz{)UFjb8}rYwf+!~9+*Dz zA52ZGy}6X}=idlDlhRuziIbNdDxZ;??kE#-@0bf|GC7Jg&V!={S+{x~MnvNSr+Qml zYC6!u|9(>C!WTyPD9CcDwsYhV`5EoqqS-kk(*tJ;jry}Ncj1RL{hAjywJEMX!*l5% zEF+yiKO)+GCYg8iSVcX1msOOPW!i)N)Wr~4+)DGy(Vu6DrRmH4eBDX4aJ!z~6}z)z z<+BT74GkVs^c)aydiv1g{>94Kg-xNFOY3sKng8WY7qK9r56>Gxa=ltSyANXnXTBNR zwQ$RdZ6?G>ypgsdp^^aJ)s1bzlkzs`4JtWe}_9+Ce4%3y{L?2;Dh3DNjMg}c^arZh! zL`h!K$@+x&_yDlBwu7>96Qd2-wC)M~BNDxkU0QO|a5Ic1OWMjareD<$e;NEFe9k>6 z$ZD25w*(i(Bv$Ac^|_EUE-ab<;sjAoAhn~Zb!elmemc(hegASX_oP4jttR?_E8_Y)v#bg%;XJ1G%#%<2{2nQdbL~{C zUf4%bl9rMN12{Df($7(K-p;lihn`lh5$h;i5p{N(zMz<-uU#D&=39J*#9Tped0(lx z)(X3~?ml-O#1_20mRL?TfD3Qr^hFFyv9U@5$g?&4KUUplrjWT)+?o}|ql$Wpf4LCl zlqoo6ZX_A~6!gm{D*6%)8l4VRILH6uov zP*?h1M2A!OQ(6J+PK)@WR8!69xM~vnyUU%a;LRUe%s(8GjcEsBDLQ$+^!3bwjt$X} zNXN@_Z4?IO>jZh=i7Y|o(LQ8n-iNMAbZfL2tH8kGZjg87A4c=fFF2wTU2f76Hgv4N z()ky$@3MXy?LQ>`fEV!OXIDe&;9qZpRjes+ck)s)g@%SUL(cXdP9_vWs%cE{Ao<6A zk!3~d4cKAU`({B9qnUCzq2*2Q9$6(0*1pjc>k6PO>PT!QzOexbc#TIuXlbUk2~FSKltM) z%<>3ftI#A&Fw79HZ_YcB@8`W6Df-&&19>NjQEWXyc59ap=p;&O!GdE{GO^G@C7v16+zkd0=z{VHnR5SqCX#Z~w(RVig3Z#!W;IX(o$(|o3>KcQJs`UQ44mZ1-?TC}D7S^2E_UrCm= z2+2Hcuw*${;8n=a!#d>x?l5JrSdiEdL#JJ?H+`D4*@w`zx2fnII)e^xjK#?}49q4h zUDymFF715J>LKdIIPFXb*n^zS-|Nqn7)eMj6cjsA3>yFXB_*|m5pz?!|o+<86l zreR<~Q-4DFt{_t8@8!zju=&m0W0G_eNiSa;{J39gK%@HVBG{p$eZZdLvhYRyF>aH#OLP1KczfMNg?p~G6Go)JRVt> z;GUg97%X{vW0WqUg%V`Z;kEvTTq5joW>vBmSH;VlzX&LPNb|nQ@oiEZdEJQo@`-$o zAmZn-kY3GNr`-LyXMB8d(U3^oB`?__&z5u4fulbHw;cWwNdYNe6=-+FebF86jBbT2 zdicuaLu79j%@}6a(m30DerwKucfvCq1h1*F#QeC!YAed9rIcDz4&j}_8219bpn78@ z?6FT;TYXfOdWuTDsS!BI9gVC|Oc<`JQ+B%F|J;q>DA?*Z=N6)`mWIB9Vm zy#5Qpps#Kj+wcP zk*IpeL?`f@$U(Qkb6XB(-Sdnv`KY#F68gl?WaM{9AbvJWp~+bOoM4`!prp( z-#gHy1>cF_^H9M5dEm2{8O%W{FsUNI+wDHRfB0>Bl~tObe*^wfcbhhC29A{YbH+>C z@a4e$y3ZsNb#Ayd64?|YKK{xmyOfNSbN^j_kPCuh@?}b5#tI@T85=c3!o45gRYAq~ zM_rc;)iSkDp5cm1oaB4&#{S zmGTS;L>KvQOWHb9;WmJz_L=S4D3)2bXf^)1>x&Wson6pIqdzG#8B<-ZX0dN1FB8iB z50<+ulU+}Hcx$=KmaJ}M*)*)}M%QhFhS-z`ylGPNr*HN8v0v<&ahInKEg#V6H>-I= z3_OkIQ)sozZ}PE<{`w|?s~Ot2y{Z15YM}`KD^i&^9xZWjLw9@CoOTevFMDhaqs%wb z2!gwgQKcow0i6xY-)}Dj^^-ni7FGN~JNo|4in>mxz?f#g#vaL>%3KB|htxoqg>x90U?aw(5X|#y-aQX+$#HDuEN23VuZ_a@VzDuD!9kHm^0Y` zVqY;lE#zdZrp^NsjCPbo3>;Rz(=6ODJw^x=D+a?ml4n7zBgS=nGkmqmC* zt&>(ABOlF!A#L)Z6My@wWr76Gx5gdht)6roqKW_rZ8RN^}wG{>XF{6e)#GSE6$>v zIzO>tC5yoIr@K{M+6A-I!cOrd4ZBNmZ8;+qp7~t!qkV65&E^1^i7W=+Jp$UN4xylv z*jnXZR8Cy8^x#c{yys%yqa*I5m7OoObki*pX^!!gnr4&BRz1JKhn%a^#SDGDSjo5I zb=jvH-%aJn|7$w2Jc%-E;>Q*x$R@%M?+zhJ@-$K=gSjiMeE6@_U3FIHd*@}Ls&lY< z?={=)&zAKa6*LgO6+waF$DYYdjbEw^LMQB)-N)%UKkdNq;^J3LnHzW4UY{)-5cskb zd)ES!P%e?Li?Z~$@S+*QL@XKe*#R%$|17smt!qMP7`Y~gIu(AR!xPxjrTf@ zr9AK;hkKSkko;t+Y{ck>ir>*6J&4)-wdEVH>+nEtGTN59I`+6CQT>`h8dxJn7Q&+P*#uqY9{#V9*%-^ zN7N_>X^Z}K##hFu7u`%U@80Z(Zp58V^Tt8dn4J)FK00FS*}^g9JdCm9xH z?c6v3xvW7sy(?c!{>H`~Aw`jww?@rCiB*tIv}|fRzMX=Opz=N6$-p^v4_0}CEUbm< zd(a&+xW7b_sW_#e7g2!jJ+cO3dz7r-Sm5@LDUu?IduKCE>%h$~WOox5Epy#sLE{Ea zh28F#lQ{QWu-4CvEGHlqTZ2xsPz_LF56FbdC1xkGxBsxS9>KKt9JQ3c)Yg++)hjDwJn!P2J{S`G zda`-be5?PCjhI9ET>FJn5%Wsrm}Ky?17c<|5ocuryrzAztsi`5zz0$(Z?pvp5x+C1 zw4D{c(mm@+5bm)+2Ds9#HUF1cPEnk^jEg6RJY<02O`y+r2m<{6yy7u@KiE81kaY8< zH4nV+-~&dZE$O)W)OcJITW?7^ZP^_Ywrh{I-(6Q?iQwbW;unAk|D31p@NjZWxe@gv zn4i86jdcT!)}Fz`+O>BZh5n~IyI=a8GI!E9 z0$G14c$a7@PFjwRvW>o$V{Gv&?;8T*EdubaeO_fVm^1QULsZMenOu5&MIfWfaw_C2 zD@>HTsBEzqtnI+@3Pb26;gtHwli2SyEZFLYe|;&=KIDBeWt4wiY_(Xjmnl4k;Tr}z z{pG76R@ZDZ4{cg*$#YX4tvgvq8LkYScpOBQlW*o+%$6-Soa2Sa0`(}_j+u)VHX2~> zZa>o!9w~HZcAJ7V#zx`dxPyEF5H|dCXckN>BK5a}rbbqB4rMa-F_D`|)%IZOC${F# z%*$K5%Ntz!1gkq${3v}eI}8Z7&bA5qj$29DSZJ{NjIWU+e7!#kzeG|mSJgC;6gx8~ zyjLueYD1{(KoWfsbptivGfJU5s2_rLC2VRH+=-# z4JsDPlSD&AT~LGJc+5Ull$(A510^3(Es28!5 z;X|bEU*=&)^@5QcgBGl>-Q2B3fvWNwXHj5%6~){o{4J^{K69Y$M?^JZ+NCD=#38k@ z^K-vK0+xCg$>+Ci8GKb$Pbanxb0bcML`Uq}MTa3c_2SYMPgXqf1EYFj@bdKGP6sPI zva~1CGlf@=ZQkuDr})DpGu3Js)|8_J_67pS6j9v_@qC8>p6^Ki8<&HD;!ly6MikMm z!OjV$HXikS)F|zKMoCqivp@;(Orcpc%r)k1I~F~qc(}1BEu`dCK)QEkmM}Ykx;h@) zs5#3*QrIo@l9CPV8CQc>a~dezKxe>KepH(lF>p>H=gl8{v4Vcx$cO{~`P-81`i?f@ zn3s%8?0)r?#SwbDUZrn00`j0-#}Cks-QKan8^XUGoY?A5p~=4lKIq_rZKRbZOK<<0h;1 z;7%5Tjhujjul0l7{rj;q7}Yv{Z$*7T!np0`n0RxQtJIgv_T6A(GX8?B?*934xC!%E z=FIJ`4Z*3x7#fTj?_IB8Lto2e1_E~41q~h!E01r&C*s&uI<$gxT$CIc9X#yggwMSGaqpxNl)YjaQc@c6qlWDRaGUv zIxHODiP^}zOiQ(4cg7Z8Ihbm8?w?;e2(hyY1JgsW{%fH>Osn3K>>FU+%Sbc{p)A|( zpwc0(nfe*2UzO7Q7~_C(B(52%uo?w{>5IIJi9U5kQ;HHUNrA1**-xjQUejbuN(-+m zX^eO<(181CFQ}IJ0AA_K)GUG#xK3M8bWc2|Eh#xVp{i?LoWKIV=5M%$?fmDb@NC0r zk}Mk9uGO_frlbHm=d=66bu6&lC-c`KIjxT6!*A{$cK@~SyMNy6Av$katMCmwn%#ai zZw%NdXqcB$EewQA^aMZ2%TdU@AvL0BL_PPtpUE*7@hqp&`2)TyH*skG1g1d38JJ6r z5~IL2e-7XKo}v2Z{f?O}y1*rn1Mdgc;9u#bdZhcy-75_jmxefzVf`dl z;`1ZE+ENsj^+s?6xaQK^{UMBy5C@5ZWYN&9U`sO_oc+`aI@qmAvzd~P+brl3!9yl!%V^fltk|zX1E7;A_WM zUjYYC-B)TRuuMpo_m5WsG<;Ka2yxSABKmJgy`1E{5t49~f-i{)*W>8R60Y+9jTNQv zHTJW8p-=t8SgC72rTX5rV5=)K`CZzY4XUUZ2?cEL$gQeBoxzbVa$0hJ9wP{zOsDZe z5@h{(8m*cD+|#DHRR)`cV5St$rP)z}0FoE&yM_tH19Myol1X~Y&ytJ63I`BX#j;sc zF&P(M>>F4lnXdQZdVAh8#%-pP67fr1rsG#UA*lMPaj6kU+H+O(m7fNWBMJ4*5q-9^ z9<=oGtuEmpMPHYM$Je)be_*4!##I)2F7|XHFrJxr-m(4oz3!qc+;TtT9&Kiv{%3}v zPS0fy9{8Vvc>@2}waE#b^?^FHM~Tx>26>M21uO1uFZ^arQdSBc8g6!(oNQ!%B~a2k z;taD^`Ag zprFY?eY`aSL4-`=NAy1mM_te>Sh_58BoVWyWP?re=_7neA20@0*t~zs+1+b@kJM#l zx(JP_t3W_z?9%i4MucQxdItCAR`cqY6`2z(H!dO!JI`~^&7iWAqUWd5VarraK2z{T z%dviDE`KZY(>GBGkZ@ea4I_kVVY8rwp4B#L(a8z9%VI+3+n<#GvTdw*FiXE#w@8NA z;9G!iE+Vk^hGD~h>4miRGRGuqF!{f7#$lj&=D(JAk$6{L`X9dkak!#f)OJ~LxSo$E z-xLW}ej}&k_Xsa#lVgT-;o{2+G5%&H@d!jx{}r*P1zPJzbfn*I>WfZn>I!Ltjq5u- z6k(OwoIlRh?+BoyStiL_6Tu13wuciW*8T%t+a4j9R*%v(LQ)cHuK47oWzah&u%HE3 zF(WqKhPO&PU(`l1_8BsXlIeX`r;^j~^<<7uw)v=fRb!+`Rfbu2AZh_yRcRfy4XX}} zvvk1rY>Lb);{EmCm9i>FyybxuTW%I~_NpB=Kg* z3vSB+C2P*cCUqY;ojXN>|L0NrBFr)dulUZ`9?3JS zh#eSUJQ6ZaN}}L(B)Eex6jGv#(fib1{zkNUP>#|uZbjJ;(N&ny)7P|l z)!r+UqzZeY!T0~Ke5VunMuddFAyAr^+R&%v?88XRZ{}kxy7~S}6yQH>r#M)H4THIu za+5hYcmvJ{^fjgHd%7J;yYc1;GHFpvTjGSIjTj2~tPqYSHfMWmSyx&`7O9hIOI{xX zhRYDyI#eI^;zQw`54)*XvPT|0r#b&@k&)uB*^Vsa;6MC z`xz}tXXNSh8{=NSXQB||{E3bk_+@mbh!s8Y*I2(av!{{9Mkz$H29tOUmCXwxhxOk7&E~D;p?2Vi?L{PgoSBtt@#yhqx=`9B%7NRu z4qD?&YnP;q#V${UPo=oL=9KM1F?%AwNyD66vrB9(L-rZx;x5BV!{v~B4;D~QzgDRM z{aVsnoxKm&3RNdzkZh9|UX}6My=Kqax|m>&rDzdTiccAg7Mh;?8*6vTq&jGlA{fv4 z+Y*+1)s#(~*>Y{e<*C?aH#Dmq+avivC%DOn8nQJk?TG589-iCgsF&2+kJg&&<0Fqy zRxcid_2bC2bY>~yPd&Ww2k=WEN0X`Xv#t>C{g@KNU=|(s?xVNOg6D`yZy+p>)!${Bbo7^_V2pO7{8BjF1A!LXbqDq~-L z>S;p7pqj_#MkzKm7Xq+)+2SyrBpA!ak>TfTQasKi`E8nu3Rvjoq<1~%^ec#n48tjj zTpILode|hZK0uJ*Fw^FJqiOo(jNwViY!kjU&Hi@+{pFby;_E4oJ*!31o1c0UB}h)X zzO0Vbd#5m)VRWmIx>uinoV822f+BH#d|!EY{u`Mfesw^?#wZ{?w&tMp<5Fk%9L z9Tfa}F$N*~P+g7s0KJ?n01fS+b_@IuLjn@m51c!;01j87hv=37m5&BMIquP8O- zX6Or>U}`N|FFt2jk3l5JiIXCK~A$NJfz_%4Z zKHinD2|SBvKMrqH5}QZAIqnWU`dRD3!48SHg=zuy`#uT4-?*N8(Tv-jB3X1xEj~6# z;e$}rHi1UY-B0V!qp!Y*4H1SaunL8JAP_-gEr&FxFjE?5GpiV(oNRj>VI%^hq2IcN z%5geJ0<;(*6E=W+CnyAt05SBh2O|WMY!4ickO83P2mtjsAZ=h4h@50-Bv#vDf+Xe? zL=MGQjBbQ%;kF47>w>6kIg{9#BkCL%|7Fc>5+ha1Jxh6w=4^WTd`KYT+EANn@mu2j z_+DbTp)Z+nB!B_JL<)#PhOQw81vBUx(a_XUVgMl71<+kspeqw6P6OY1YkV;g)iEPm zqu-{X=nam$mye0vtKi;0;JyYeHTGO}NFGEUBFVAe-&bL~$eHbl({ zPzArxsN5svCU~buu8d${woI#8uVfW1b{vN-uj)EzlM?bB;DU(%1dNUC3Q%eQw1THF z24Nvj!@$Y!_Lww~Nm@*53E5!6CyxN9xMs1w5~sdSFwIsSXULr zb4NB3k=CaD`w^w;tNo0hFdU>8C|DBNVHVhdynQ6I**OauTE3lanW@0XFM0fs$Pblg z6Q!K6T(esFR)M&@23RV}_wgNgy1)AQc_@#aPriLad=bQhu+aby!~}I}G7vo=`}E!@ z|FQnMU>$M6V|mW)ohz>JWXx~-lA(=OPG=d^ka%c4o2~$YiXa```W+F<`<$TGu$I8* z9Q9A}6nImX3rOx2HiPKolpSxaA-9ad^A_i^Tk;9c~ivq9-tp3WC7T z0UhCKg~W}luXBVKZb#4fWvLvj_gnTh+Rn;~BMRg7&5CQ2x5>s<48gPjb;B-ez)!4^ zR-@d}jF)AuF&}^T44oQs42{4!UrY%Q*&ne*|+E4dg6RoovPPR0y!iZ$~6Yk4!9Xt9Dh(4(wGGPBa(hn)k zN&gk%27*W}0D;8?jW#!Ew1qEXtnosWpk0CdKOjUlP=VxVZ3h;WGX&0wqhXpudeMM$ zc0k>MboK!kgn?q)YKD$k01K&x-uH$9@CZOFBr-H}%b^8u187VjFKb>7PV4bLoA}1N zH{Uox6epK3Q%T9|qI-kF!;Nip$T76w^kM-Z2lPQmITWmjfW?r_07{?}5NQXEASURA z5dd1j*qA_a$Qb}U6TsRa*5%m)%+8@+!O!BEQ7Hk&#xNT~@czh%QC6{P%iKt0kaFm- z&FvohVhB0V*oi@WcH6RqoqvB>^g{* z*;~S!%w*^{JB$z`XfIrX&I(UZN)LD*kS}$2yZ-4~DhIDR(a}+7Oig3?6(aGCvF+1_ ziFf-o9V8pt%Cx`Hyzz|olKz&n3}_gI%{nrFj!p3Rmn)k*%D4kNiwRkUa)ru;k;A_8 zd8@%H{|u`&d=!XiyU;AJ%&ziNx3i|`feJznj3Xe)mx~^!j7AOEqVm?${Z9_S>n&L_ z=3B%OZkSvCwE7W2%%BdiBET$wj6jVAPYAek0^0T1peb1m_z0A1pWnNC))g~X2a_HV zew^s2_eF1h^V2S_(}f+*^)3ozAL{gcKoIElb-CG3FY($h_WLcQewz%5*E0JZTGxMc#GlWIUmg19*Y zWf{i>lNu6D39ODx1;9B_xgg*PVD)_};I?T;Oo>(|YD{TZNIVF*YzNgrcnG*0{tJL; z=wa{w$3|$GJO%+U0j1_VFeS|Y?Fr<(v(s*YNHp+_AjKAxpzBqxie96_1>MZ=paE|NU5P#3YcjQQrPyd=l-6Tf zz$l=V0n4Z&S)F#L#;@N$1;*edKjA4^dEEqGI{fE622P@bR0CE7;iVm+bk5EUwqs(e zp`6a?Ys%*)_%*m`)4zFjRKTU9L5}GGtMo$c_yz?gz+>j`N5nVeTCm<#kF!`_v(#7} zt{tG0byo+988Uav#2FBEoPI=z?p9Y^c~eAZt*sO9M^QfHmaPd_#%QIFX_KWC!~be_ zN<-19yvH@qWys{yQoS{6y$>%(`DfwiphJxV63+mb9-R?@?@;%I&jF@CW&{+O^90<( z#)KKf12KZu20!TZzYiUQ=gLA^dN|yf-BY})$S_tb?q;&1PfDqS#u{xUX_eh5AWQ~; zBq>}#<{KKoFJ-(q_yu@5fNEKrPJ)WzWHrn^Wtkhn*DGZeSuS1%RtPmZz)uaZLX3c% zg*-uLP&;U8C5D!_awtU(y|4-`5q{7TG3h8xd{S+8p%*z#GslU^!qh_pfvji8htG&lT!@eu?e`r-Ea z>!pft2EM2A*sCRIf>5mT<*JL>)Z4A--x@u{44NKhKxl%pSqabZ3uxg{@G{f*n{i26 zb5FWg{oKvI3SpMyo&}Rb{z1q5C+O;L(7g~Fv}Qy@XJ%w*c(+2QRXb?qMuvhoHo&qE zrKqt1U;_WWLdRgUFd8NbffenI<0}FTw zx`vY_W*PRN&kAfr8St(mV> zYhVF~I7jc3FmiKBf&=MR z{c=K!TIF6AzDSF-5HOTA8_MdVkRwM!)mizCiWr`rat_^KeXE8wwyiFvGIH0D>_0?E zJXA+`XfKt6svHmX4LY>KbV4@;PSE;^4h1Pcc3Uco+(`KVG+I4Y!)L#z~Jn-3ih<(SA5OP`Ro$hh$#?x!5<#t!?Hrnp$IuvN0`frOkNBdCVBMLYEb(?(E`O7E*O)Umx53k4 zUOX49JVg)!DIJbR60dB9sKf!naRj@^(uT0$9SgN=-6B=6ovt4-LS`ARKbDl4Kt_gY}o( zDXGN_tRmcrbL(mXi}uR(o_g6`Oz=rKbebKU?o0(}-9zh-#WG>&?j2psILEtSy26VfeS4&3JB z7S22D2`>VO9JCY;0BuYn6!>8OFUhs9L)E(v)z}I%ADnILn~`xP+zNnKfXu+4cOE$G zQ60XjHoHHmE$@u>I9d}$@X2=sOd+E(y^_?yL7IFpHzC!~X7~lz<3I+0v7}YY57U?j zk_-$#AWi(K9j>=}tal@pyh3J=-_1JDi&iSL2I<~Gjyi4pwki^yrSMrrb*{Ts?f7AWrgHf_S4D z9vqU-zX%z!=o{l|hk5f@uON(lNsRzA%e|7N%R%6fHdjiLzca;ueJ<8|i{6F1obLSr2Cu>BoHDPRdg!5#MQAY8w^c%To?)Lw7tt;Y%XDcc*8s4gNu$8{Yf5#S#k#K_*?k%Z_DHh zIX|O!V@tT^H9o!?$p7|Y402T2sl67-C_v&@R3xvum)-?WR-$YchkAZNSJ9})m>BwU z{&YcP!FEaT3*Q*`$4uJn(K6S~JEB@gu14!md=&zx< z^AcvCCc_#gm>VKXNe)k!lU#8(_cyg;mk(<>zFetH%DZ*sw6sSOb&%SWV$ay0X$Gae zTLLRbz+c-mFc?v7fRi_qYvHzOkszFqj!L|s?CM7#>Vx-af+Y<-CbN!1+yHmjE?@Z9 zxe~D`Sd8~;qMhx7>nTq~48*A5Q>S-!LSq9Qh`&Fnf#FKV-Y|dt2D4!fa!>xY-}ZmN zjPiPK(!6UWCrdFK$d<$@^aI9R3JEQJk~~D0XBoYqACw0Z;{V!DM5JO>^yc)Dgd2CW zrb~IZ^6VmB4e9U$%b?P7<$pqD8bgyRyD)tpVjNg92*@+%j`2kI;4H2dBOf?ivTy!W zev!39*8(%nUUPDRV)sPfN9!=LY=^w}T1oHiJ_t@ZXk&YH)Gt4>QPyIO-pDi$`-AW|0_hmw?`gmg}1(Lk^uK3 zjPDSKXza9hdb}au!$`BZYbzoNTQDrsa0C96dKmcH^(5RFft;3Tf9aS>eKJKRbz2tF z52I>E_q_u6;nUf}r>*3fOL|$=9kHmvBYuRuBo@C?2Z7&?${*GAxfZRMUEgbCB{N6P z+CNPCHk)~WN)DXJ{w&-f=L)Y*LYT}IyI#HPwnDA{13?+g#<|Bbou&i{+WJdS-PKWR zNmdW0J_}#gzTLy^TzF#ly?4X|t8IIBS)K&7lxMsM1d73tR{XfMHbTHHTv(p7D9Fc{ z`S#A-b*0CrWmjQ1L|%NsJhtS=A;~6Lo+oBFsZpxam=7Bc_S$Wsjd%9q?7#qH&AhXU zW3mbrLtGTZ{O>zsLL|g3qet(2tO@uc#db$<%3fg&x}_t#fqmli_-ZR~pqs+yHZ4-}QyBI9DR@rn^5 z9=u=9`nNO~Cd;>Knk{Z8mOdQ(okj6MK2T7C#Hz-c&J27>CYjqc*_d#pR1XN3jy-8sGT)@(ZTzvD7XT zdGO!FbrLXa#o1pLA&Mv6%Gy3k0=Rto8Y)-@7Z1qGb%kU3Si`IlNsKd_PhI=5r0+`Z z2-3x$vu#<^L`w;4gL8SO9Y)>N@2L4nzJ<{zI z!WV{9(~(Qvx`FJMj)>hfObk-HS@Mq!VU~`7RD2Tb?X*Z23qqz_D{ok*`KNH2{*P_F z8ueL8*7G^``+OI&Wmd7zS21|(pXwqbWUwF@(xqOhu;%}eq&Q0x$52Qz-2BglP=xr1 zDyI)g<03!g=a#yqtyO)NzXIQBaKx7o8>WBP#Hb0KfYVvR7cHR(bwrj%rjE-qBk1-X zIaYIJFW$0Z6rh!4^XoH4_sbA}$t~BVwygfCbwO=O4v>T%ceh z!N>m)^}qxJ10#`};=aQqm#CJlC~r8WUx-Oaly-f^nX8aI^kt!E&z&w!{Z7a(vup;F zaXhP%(x>ofs4%%#h8>PK4f{5A@CBm`HQ^lTKi-_jk`A@I+Zow9gs85bm!GCzNj2V$ zm}hXIjDBvL6p&7A*7^bF#X9YF5cK4zBCQd<+G2A;nel4HX*hW{)lrx=gl49x zXfxpMpGFS5iM_LewO~ec{53H0zQC8IdV0D1+ZG%;AlLRi$CQuOa9ON~VEd z|9;yNcf@)aDQBgY`O{MRxFXQyew#$MzdgmbVIi**MXGSHGpbfw8;4{ApEyQF_g{47 zxnOhGhBWWxJ)7=DgTs;Ck^)VJHw$V!T1SG_1=#6=5-%q#?^(Y>gPs9nr9shv?2BOj zi5wS!RLm#G#2&RBu)?&1-2o$(&;9I~k%&}dIOlf)mAQDjw1(W6|HL>K?Z7~I9B_&#j)?Jw7_f++mUKbB=XV;D`;ld zKJ>ENxu56$p&(NUPuALFafqy^xyhm|v?euwku>sr^z_h=Hdebu8X{BVb&I{vBqj6vxPD(??-uGdJ^an!x-Ag?THK}>pX&K2*38Lj@^(0wk zq&*vIN0k-MmjbY^PhhS=Gt*#IoZbd6VvKrRG5Kt@;aUR=#iBP8XyPLeTp7Ezw*&RC z%#KOV8u~MlvQYHM6JHSh)pnmieYI{3CO2A%o5Kjm*8L0_Y}@j?g{^Me{79A(h7S24h$|HZnjt$S`=6^E6PPZ@fc6d zPVX0Ib+r#fncmJ!)Dx7zv;I0b=ogRdQZc#lMl3R^SR0nMTSsG#xaLZXl_$+>lRVCV z4zph^rppIu(zLKV>sE~L_vSpnYDrciRQc+8VyBDU|9RgRjHPi?)vHPy>pgwTGh#eYBFuwvYB^*L2Yg?C5Dr`HliI1_ z4QcUh=_#J9s@}eyCqpvHMS9^zB6`IW>pAEPnanl#Mh%a2K&uBvb{m_TIuL(#fb>hF z)3*B%3xftHBp9RyQ%N)^26GltlV9(eTL^r`N+oL3`>(Gb(u6VEc-coAugn1AmLiFm zrpF^}rABn&z;=pR?}p+Rf{qz_DNosA`sMZ-;8dq3M3;S*=szk?7?SAiylYji;w0V!;~bs;Aielr={+J~fb@RyL&)wtEs?~O z+u{!Q#}6>8dp|~bJea8UPcW$PBg!J9;Dd|$av+J&6Cd*jQh zLcXkw1UdhG_jJ~y-@ZC`+0}#gruvT!KRyuOIs3mY2ctC?@uj)rCu8;VZ>bgbB?upw z&cI0&rpvVr_2x*h@|{Y>1}Q!t8Sse;Mp~DX#6;iuV77q8Mo#mOe(K$WYfo;yWp*_w z3K20ux-}9T#xaH0Xw-;2u8x`VW4uq}t*QbgJXu&4%N3*_i`0DC7MU5=aCEpd{*q|E zAMhMJH|e(jN=Ms8*FTQE;LBkMq818rf(4_~@Q%eYi+$L~5grTb!}bA@R-737MU*zZ zT_cYqj#AO1Y<0OMZk!Gl5s=V`d>-^=9SVrQZaVuc{~+;0$cZgq;?c&{VC}Kd$m<|8 zRZzYOorFa-@N;(QI}9dybWaqUse`y!6!Z*y!+M8~0{T2Pn)umn*|Y5t*P$5+%Tq8_ zzj5dN&nMN|3?CfaT5jUgq?`N0h(w#MieDF*Q7W_SakSz_j{dKc+DNCV2_X5!*8TuU z4c?{e$5hjhzNrBk7(!`bAAjeusQz z=7>LK`8q9#99M|Z=0atEZ^XZADMtt1X+HF`Z-EQ#q~yIhG5^KrnyJ}(RUz&>1N08Dr)Dhs1r)8|CABUYj)&3flAefVr{|USqOz2b>A#zSAb3z+0RC-0zTc&0D zvx;8d#A)H0;QQJ7@Z%%Ncj0Lm~B}NY=D9p4Rns0Cgn_r5**@09%-& z=k5o9tam05pz<~T z`lMM{L=zV$b2%Ni*yIo$%DqPiF%0Q|hH9GiaE}XYJqQxYuR^Mpj6dbFZznx6T^fof z0$EXM_Ze~)$=k&Q@XAhuB{xTIfo7~T+f+yZ&9F=bSYjiVlZ2E~~ZOfn17zsW$WH022{XNrHs)F1nkTjRQO z$Cx`DWZEzBuJ{T4kQK~c9-5Rk!aMzIn%24Z+eBts9q!#Ej}ts@xEn)roE$8L4HdZ$ zdc(R_yOKs%+rS(tN5gBA0fVa3cR>2A;Ep# zE|+XNKy2m&uosJww6p&VQ-d593}yAT_(i|zAngcdL9Lt?_f&rj?=fln+>})wh{p@b zJrbVIkv(CrLF0Q)ltvXXBPgV|a3G&Ge$DrIWnR@_MEh@$v@$VFMO|P}2eT z^6uTe`Aj-8ir{B(EYe>j^CANs=6p3>q!Bg3xqh(U9L&pHOYT9`KB$K$aqtn5sK39th zm~Gv_H%M-4^QMs?_)SzQg186fFn|JRrfDFk&Hzb#za>Fx&zQ;58qE+REeke=d^Wt8 z3NF-B#{_?oYuxmu8|vWLj`^MpH(fQC66YTeBfIbRDn`i6>oSr}R4`L`jbN7BS={C3 zYN~H$DtJOUv)lJH8(g+=2zorD|65M9!snP@bi5^bt{P8n2dp3-<<8CxipR_Cit|5W zl=+@_Mtyw4e`L2S?NXDx5sqMdpZ~m0u8}t9SJr;fK z0qe=-tdNgi&&-gLw^8_(xwI1LngLcFj5}D>pQKIiiIA9~y zkyCjICAN8WG$rVTq%L<#ZwExbMUbwK^X|4D zJb97mWp;fPndQP$u0{7ehW)}(DHP8sdcluSKJi`JSnPi; zWCyBio{Sd#2@ul<(4;YHdH0ga3+O2jKRmquyL4%_tk$e$Y?6$qgf@;Q_MkT>=D%s& zBs~`lpknG(`B-d}rq8}X5Z5-QAe2AEyZOLvh=-Bs0G4a$T{lc6&L^f;4;Y?e9KZz$ zilTr@1N8-8gvStp10+#hI9Y$|=GT8#A|%IVGFFi%D&|X5PaQ-w5|0>Hqq z)S`&aT}D#PR3h|K#U>_T$Z;TtoNOxj?t%wxT5MjZq9+x+5w35h@fYZh7U#^k37roB z002No=%%T-PQJ0PDC@6YwqCvXr9i)~(XtA4;bF5|mu(my*k@=9fAa7RcxCj*;NVL7 z@;gnrm^**a9eLi9m2W3otuKGK72Lwz+bH5yVHaO#(p~;mW}&Ab8mV$L9FQOznjBaQ z2G@F0!f{!*T1D&qzZ#wt@C-$rT&9Zo-?331vUF_D2x(L}3;d*XwH2O%(pLVuE71PQ z5p7e=(MvreY%4<&X?p0TrKy}8at=6~7jNo>Qj_kcy0%8l^eG}DGE;x~z&nwf6dYBE z3}vnR+_zF{sZei~Ec7QD8?aJA5kpG>1BDpqo7nfauCoBj!4#rct|lDD6^@YLK2%c& z25AlrUSKhOi-?85-+ND^FCllDerdXd4Pc{r&)|XNBo$bC+c0KV4Uo0Sd)293dB9lW zeZecc82e(qJ}Sr3FA{&5Hp0!_L=)+N;f7!9=y8tJS!2H^LGSAgQ1&X#JS_fjU|$te zS8($N$cpR)O|7R-yek)@IH;$Qv8B*@p&Yy?o2MgfC=;sqf?h$d7mj+B>K|gh@<^(a z@Ki>6hbriG{Rstr#QP7&L!B53zc_dre9&kLH^zy9#DIahqmY;FxV#cUY6jq10ZI(% z#;cPCIksDwc4O02FgIn+Q@7-K@>{|Ed^T)F!1|qyT;G2#EB(Io-Eyjk&xfiLabG(= zVk67&xNmmyie7>ezyx1!B9`m~X{KQ0uhp?6UU5VbZB;Ftx}-72vL;weSDw|JDxK)? zjCxgfPiB)Q2LZio8_Avj?w}ZM!YLMi5waZ>3rL8YDXsYhCQ`&AB$dW+0X^$S|Mced zz z=n&RV+b%;EeoH=??Cz^T3s4CGZH;afE;U;{Gj4bDA07>~JHfBZfS~e)*Bq z&(l_Mu@9k_j+sXg{~Ha==SUYFyZTHPv_!Tu8J@E!mK%`{qjA)Rw7nt98q6ysP+c_c zVPPD084&ChFmQz9C8&YNJ^iHrv4{{C4-J8JA zG@rU?1iwPB%YuI_)(dHC;X^N+C_+acCYUx~dyg<$XJLDm32^$&64(4wDC7JFG9-U~ ze_RD>{0w>v**Idi6OI#$x3ll`T`O}JHm*x8v4+!aOd+x_ypI$|K7PPP#Xz{D3m{(B&OhcGsj$#9K(#lX6xdtiRaxBDxQe?R}yp@r) zqzW7Esd(gL)b@b6_)L=)CPA2_ubKU@D=?qf;bJ0Zo|;wDbh8hFADy>G=1x&Cb7s4i zdTks|qj&1BtW*v%^&XvbS#Wa#ux0!(IzAR2`8oK)PizU@3FM}Pj zJKKd!2}yR09x+Xm#o|L4Gi1U!5M>5FEfbxqPM>T%VX)o0idt&!rmufN%w+EuTqib8 zAQxEGh6~kn(1n$8_DZ3Pi73LF)Kx6`A4+Z}Ql#}(N)nV*op*<>-Yl`3KUjK)O5sk; zw6b}vkPwcQ$T@SaCoYWVAKR40C`n>8pnRh_uhJ+XKaz*IGOUa(?BoPejUO~@h#0^u)YEa69=dn(rMw~Z6mKBz(f|i~ccp(QWlH>&g|oh)-p$BN zSma-_2RBKnkhB@l40Jhwaw>>iVnTaftjX&9&tiuy?qNXI%?ek!;mQ;xuN4W=H3j$to)ed4cIoPUf5gPhN(fR9ky8!H%E$}6>=%D%OA9F(4U)11ndDyNy z)&qq@q*3CvGq`=WjASVoZiRmptpX|l8`=}ZrapeZfb@WaDXPqVZxgYTy|@|e4ogQ^ zz#g7Mq}2ZNTGQJq>w#Pp=^wxB{w6;JvX18UrD zo;VKMjYRn{T>X&l!k~ZGYMn4F72t&fOnJ;)M=Yn4!3)gHc$F}q(X-@GQK%M&h?XWG zPMdPmvLW`WoVnriBOs5|O>I^VZM`FN)&sJ^C4b5X5_vS!-R%+$H=<^KJzo)$aI>CE zZuP=5Y3O4c*vsr4TY?YEUAnr_Vp-_*0MqFP$J=BUF785_;YNRcBuRv=FWz)-!9$h! zzQMk~>_5d|prrW2Y9WEpl=Y>TR;Vt>A^v*p1!D<3m=f2})c_}UsiF#e=}YEbEHw2h zX*JG`7Xr-y4-1TZp&Z9^!Z9^*JQ5(<6WDYz>puVk9Rs&28|8{oB>(f}_46#8JztQ| z8%pz3=3fw9-OYa~Yc~#C*DE<7JHUg~fhQOgUU5(DqYLRJZ&h3i^jbRR-pVKWNeyMM zU(b3BkqK@m&a^mvkU?T!Z?VhopvTjzt}Nw3M+}$0cg*Ra#+y4>C)Yb~!A3LyF*R0v zKg&_8U)qTqpdfo-kvK4HZAq#Y&SzzM#|DghHA`Du2XTMY4W_i1&u$YD6+Hj|{{@i( z@6J-KdwzbTqIKy}2)SQ!g#!fpMsEe9^jq!T)6TJhtuhg6otkvTj#F~C^};VNoNpuXOMz3ajd;Hu2=F$38J^s7gvSQAb%YqY{T6v zblUySV#CCcRm>T^TFA|uX5Uk4wfg|vPgAKVeCUS`CN}RZ-&NcY@t0y_p2?x1 zki-Z7ks0-U&`r?S=weSLO@CP#22=NyxCvKSA{Vf=7>-k9@&b*Q#u5awh<)pFj5|k! z6iDNKGYm60mY9!5xeV(_qzS+weHDckxT%*3( z^X$qtunzRS{yKg$zo6a%QtF9){%(8|CQE-YqCNilHZfE;c=aG~JB-QMhVXbE)XX{j z^crVQ5O?xE0R&Hn+WX>sB%Uq&Tv^)D10Led^!a}> zPmfO{9g_+*71pE}9`DV4*b{5&=Vi(WYlQ(JvbyrFu)lY*6_nD%URu1<58?lV|)Y* zEh(i3+w^&i6td4c$Rq(=&QdmGLSKKJn<{6GGit@QqDI);9&BV7#lSw{8zQ3ZW|eos zU#&Sr^D|pQknrD6Ztpe$j{$sF*}BBe10O0xE>j|X9aOqi zHjZ^geoO0=#Ah18yRSt9788i+J%HC)NZFuM8^-!VTjfQ*Z6nYukNTJ@F1dUqgFZ@zEsa3$)4F0tIyO{OCc5Sk0t#lasrKuQS$q% z%vOy4$-ZNkzE?b-;7^I&G|f69FDzJFv4BYX28>gT+)*EdHuhFad`-iQSgCE}Rzf%? z=PCZhy&~m#6s{>8Xn1RM6wQBI7!T<2HgDL-O)A&!tSu=3002PHF;UT9HT%}VM5B*| zf{4*qF;|2%6IF`X&7-R7x`HBt9@%uEs}HO8z)T5kRC8uey-GjLO9gw{tHeksa83>44kZckF+jw;7k$*)8X3 ztqtzbXCO^IHR-+!!s|Ei0nFJIn(Xr=xQgO5@!a+rFvnq246cGl%p}1Urm{5X@tOYd zUT{GeL`C<26@dT_x|IG)EwseLf*ivt`?pg}17M#?;#*=W{Uq1mcVc_WV&j+P%G`w= z=Nj}W;bU)aAhVJ9+*5y0cs0A&|23N}wFA^V#iUT{Dir1$4see-q(3#m_o>mIaGPn; zg3j};CRiwObY`nJ<{~c)lhTy!RrWL@W zEn|deU_v_IlLR>k6~3eQv+gCty$T^v^vEM#j!)5Aw;XQ}P}l-RargJT6r7Ohu=Fs9 zk7%=$F(8``OvQUl@mJ2b502bcJ7cgeC@L|E)GXfHMnJgYDw5h0A)Z!Mh2L$imaf-5O3nR8LX$5~kZ}MAKbmul+*b7Zv3A(+jW7JPp zEeix0*aC9m837BvWm^-KhnD$5H8H|I_j>d;@J%0IvT#ft=X3BR7f!<_j+3WiHz?;B zbVq+II|BqECWn?9`^yOH1_M?2FOyemzQQ2QzOV+vs|B6;Gn4VjqUqsNJE)UqJh{{l z6&0Kl?C4Lc2N(463B>z!m%_e8dZXq742MT9ZHnUO}p(9w0D1; zRWES~m`AxyPho@7oV-c)YdI^cqZ3icQWH*75lzgTK!@FR_y(X6=tYf9!=!Y zhylZ5yJBRtjwM6Gczz8xAkKUqi*jHCX`%1nY4EA100)$a>}(2e*(Jz(`MO=e&xUp* z&yahRO`1BcvE+eFt_3BCBI+JPx3>=tt@wqjg?z*|Wd`L^4JHmOyL=lodj@|(Lqal4 zz_AQf{phcn?eGuNw1Y)J10*S+KY3Vc_|GgI=~D6~kAebcn>Q`lSjvmaRShK_W1{G1 zDQRMqLIx6>dDD8DN)EwfL`HH02ViMkhMH_RU8ln5O}nc%{f;P^xOV33?5D$TX)0>= z?S_MMY~B}7YqyB-85K-)teAfaNW~vi2&wu^1Ata04%t0?u@97JzrxrAQsD~HMZ7*M zzg>eN%)N_eDcojVljHM#3{UsVU|9DZnvT#^80w53QgHevpTqSR7wi(2c8M^K2}E|b z!U|PrP|kh(knhAL?_rVE*0ZOX#;?niL2F{d2*-ZFI1|^8MNo6ek7a+6BPYM6XHEm+ z-W-&xJ5@nxaW9BRkAyY9s63PCq&MxG1m_H7uiAPN7t46hnJKP;)wzd$h*Idv-iu_T z@)S%E01H~6c;^(n$iSn&8*YCERty<>%FB*b73;al)D7Y)EIH^*)GC<%G*u6Xv{Dw^ zjM1`xnl5sNNIfW&rFwrOYaU-=xfgI8cx%e+b>d_3tHLLFCHDcYfGzmv z6|)cNKGZ%tj(P85{(Vo+IJYN-XYp=$ln%kQSPbsZ?)z0qD69gZ=`HOqV2hAGrezhg zI8m58m-vULZU*2M(mqRieNszG-JS*FjKInb|BY+LBF^xg-Q<5?pBo41h*!aPR#)*n z5EW|(MNc9fJ2wjsjF<2p2>QmX9>5p?002Ox{$)`*flNG<7^0`L`@fh=+AP0ldV^PJ zsle$_;->~%-B<*k^2=y(@&H{{RfPJh3U60eJsyDmld8XV?ClsBF)76==HxPF#Ymki zbSGq*YIa(}A-jJYtk(efi~H;q73Ivm&YOI#)Zcxlt(U&XK-@sp%?76UbGK_IK1cZh z=&K8XW>}Y|Bg#3^RNazSP`in_n;C655*97vsxYAu|F$EtOL}5}vkPRE$q|f@nGoZ} z08)FB%Y>)Q;y?T+&-+~r_=M0aPGB@FUi*xKYb%koxq*Kv)F$8m$e1+heVktk zp-f5)3e0mn;-^OA8}l`kSY2-!hN994h%y_8UK&aM*LOF59deg?aMYvVIF-0;FHK2c zY^Smbl>vWUlb>>`N<+(IAPrT0k5tpI)3*UF;a&zUe(PoCSvZL!^?ccce-=pdO8~8j z=+v1zdGBdOlK?Ex*5&K5##!s3GG16e>-E<9qzj2P$WLHWX6=7|TqKc_r}=2L;-k91 zV(&p_ZAet4lM%_GTBV@07ChL72=ZJYmb&N+P9A?-%Fy_?nQdxsNtg;hmii0BBn?FGuw zS`H0cX`aaLKCjfzG@dRUZ2O9a86e@#-+B|1^8jP@xoZ-H$hjbhHVL!z*ma~+l@1YX z#>{^!Y(w>tP~mg@CV}M!UdzN^MCg?k1yA6C(BMtR9r^a90B{$a8hS)&Y5buSXGE!t zD63xlK`x&;u+N5TAeSfHz!W!LTnfUzu^m$m#In~8)ts+z%%49ZlqHFvWKCFw9p5=3 z<|`O#>r93gsg8?DV4YqUQD}Wq7_B#TQA&R!0vl_%d?F6-kSPDN8SLe%P?;}SPV6jj zK8G_f2&^p|m{Lna6<{rG{!6BGEW3GIEjN#7;_`L%XMp0)kTbJXcW2{cC-%9eur&Wi zCZEp=)qU>M+=UHqy2$+4aS?m|D%;?^@7LBW+tRSBZ zqyoDfX)2KeGPl-d*I@^lCnk?%)mVSf4g_SwO2EGeyaMIldVnn_}Q6D2H$gD;m>TC6) zCiJ`st14*qnn$h_O}atf9<^Kd0UMGd0F6yFs&wn9l*jJJYcZS0Qea;)nqoBF#5rKg zqe%!R=jIe2f`35#t6kj&o;ZKNHsSPxKv{Z1m9pxboGsXt0kJAxPM^>qZ1Y=$l6hQk zDbGx|S?ymxH251N5lHP03|o`NF{39so4_JH3#xAh|FG($?H0t4Yt4QRr4ql^9|rqP z&q#E9?mHe_hRb1|$OURO7?0{61UW|#fIT|q9l1M=+TgU^NzKisM?ZhfM-BJHsPUhG zt0k2rW+Skn_YfqHQI#OBA^T6h!kaJEBUQBuK21QJG_W#!$E91!gb*gXnlH@H@3p5) zjHxpm?Ef2s#xV-)o62zH2LI=@Cl2Zds2vkGHsXs*_$w@vU7;a!U_HS2hhUUiwNj=r zg%w3!`BaCBGnG0%41Rw^4|^C-kF89S%}Lusl^K#(s^k=l{P{_AutNB+Xl_%IR*&lJ zK5~qw+7bLbg_5ZPUIi5;J4F91s$4SV5hD;wQnyoAgN}<0&x_C<#?OEg8tW}P6(;)` zrue@=HXYEU3HiL37Bn;)%3fKL0Cee~yEQJ-;bA_V|6uv?$g+P1FAt`tSBSz8Ns)Qr zh3l|o|E{hHZ?nP+fnmYU_e{89n?aS)+-y&{Kp`FxWvcEa`j!?cG}_E{gz-qdb8@~0 ziwTaE8j##~p3Shn+mUE>FuIo|1mX@f70I|C%Mg4TXiE&^7|1)*)Z18i`)b;1X@Nul zw^lX?ymn+apJ#u*wg<}Q(vh7Xcyo|rA50j}+S@&tkJEqHH7v(f2xSPZf4|O(Hr{eg zrQddr(Ilt$cleM4_Gev>1>hfps_QXq;Cf&^sS~IazLr%Ym>|a>5I$isjWm59F{q80 zx;jYH{O@n4x*2P>bRDXd?Geq3eh=M9OR!^0$2h#j>CYt$L$w-$2*v8KK=i|Xj4A1T z4m(AoJk5XMam`*Vc7B}srX8U8z13sN2r&i+-?0;L->SyahLJ~Q%Q=4!CkpkZ2HDWk zLzan#!_LGNVFaP`p;m@)-n!~6|e zBuBgKI^K1Vh=?yDH$Z&Wx%c`jvQ{iDbN&fCh8BNUIecf54KF)M($nEZ4)58JUN@*t z%nT(O&z;{aD^p+qvG(ffa!%Ylg$C@M$_R;Bm7vHZ%SXw3>*_#5|3yn`ZY64kf|R7 z0bqa6@c_ISJKd2F3jv|HICFcjxH4LuQ`2{P3%97mAA-l6>2=HyvX+%z)3Sj+x#Vf$ zJ1vQEU{<85`GHx?AR7uhG4%&OIb7GW?HENRcBiSXV4Axuau6|12wiQJPOFr%usB}Ki z#?Jk5MnEjYp+gF^aS!IIjsE&Ia?G&dsW!~%3V0PXN6+6XgV&(=woelHUN-F~Rgty} z1u{An?e;48#8Rg`r5W-(4+9Emn|XgG2}&^6*>I}rD$8nWCLBk}AU{Z~-c5%%+nx}w z_}Mrq{Q}km_oA)kHR45`B_>p+a)_sPVBk|zHX$Ii2W)m45}EciLsA@_MHj#QOaVzn zQrv;0cuHE8G5c$=yW+M8a!hqSe54%@8CR3(S5`?So^atQ<%9L~>>^45ZaR2TTXH(>kJJ?+c#Y(E>{qDi#@^*qJYB z0N4qLRa(ib2q!+cr42c`cDOjjl@d*0k?WS}@wjz@@>cEd=&l^U0d~2Hq@pn08_P0k zmL_qqflzi+f*g7^PmuF$3WR@Eq6D}I0FW&e*$ToKog{U(W|}$7`sVyrN06vmqqv}7 zwGgAd?CP2e=j2ODa*y;&Par}r`?P9IF*+z|JM&DT8RMWzDd{5x#i?sN#~Ob|9ReZt3x0F( z#yE1Zcb3mJE6Qpa@9&^APl1YEhI?0O$|?(wotRe4O@D0zLalpN4E_$LdZIww&%~mO zwy}dUanxdapVw{V&J%@wd21w#864m zJvqi6y%r$TR?$dGSFeA6ev2Lym_64W97)DQ9y9mY5do624Y%hdoX-z5t{Y1dMH6rY zlw*mO6{+hVIb)M24K(#sK3G;1vvyUc2beb^7p9+oYG!cWwu?c6 zBvNlRzDYwpR3?9XXR*Kk--qtSgS; zX7zVM!?C$>fPeDI+oB6jhk;_bk}=ndzk}dZ-1;*Hc8Nzc2fI9dU>_n6FzPw=Ma3y~!Ho#?I01YTB0R2X!KjJ|` z{wy*-ASl)v?BIIJcnjK$*Jn2^0W<~P!x2A4wF+>|!!4{1Jm=dL&P#T}@ffqUeZzMAZ?F)4qp4srRymqn7um@9efl_-O`)vGo*64rsL1B!AZb=&?kpNIkT*&y zD7AWw88v?<1X9Hz7PjvTl$|(DTQo|8TrgvIwD62n9s3sqofPTOc;z)c>18~qVB-Q{&8;Yh6k_B#=GYJamWQ* z{KW$Cf0{Z7Z5y-K;JoVv7DT}w#ANrv%PQKM&jWu9DJQW60K2f1DtR?hGn5?qZ%2;v z$5IO_A}4Uq^vur|v1e;u>dEBl1SjQbR&uvSV-CpWeft^PAj}?qdujxnKrzLZKGwz< z0upoj2{dV}O~VjXP@6JbEy$->GF2o?x1w25%PnJ-1zPtj%zd&&pWu4Q08EgR9CVFl zlqrA3qd6`z@m~C$1 zNTV~$uYFNg8-A!eP%dBLzZ4OqU?h|PT9k+dc8Ajc-qog|=}0@CeB@L&de#q+k-E2T zDGnVlf4fXjeF=c^UG?|ZCH<)l*HH$={B~+=f>ba28Pu139VZ=+)Mtkge@1*u07LM- z46>cAfzZnAvoUloDD>uwCwaRUy)0A(xFgB!_yGSuAX|)~=?h%tf{2i?dA0a&F4*I5 zN@&!y*IlKvNwrV8BppQVvAFMg2--^aLGxL=e+SEmIT|%uxPD1}`{KF+32j3iP#;RO6XStXmPpko!lr#eX1uUYm{t9v$g~=;C+H$TWQ& zTIP?(h_I^%VpIUj!zX~nBBi5oPbD-_%$WhJ7s{XA79f)@td^3>K~x#cE`a;v%D(9FIb4mIxhW2&&QH9sN}igABt%!)lZw;&J%pP?|k z5Up$7+}a<>bfsVI+x8tD*0X5~bHT}deY1*TXyZiU(dWe1x&kLq5IGH<4A{^yf zKepd9cGt~*M~JQl4VC|9UeNNF>my*G7Sc2(P)zSx`k0ejjPUG3R%~ey?f4M9HJu^EB7Y$u)z7t zYBU6pGX~E!B5sU$5T=o{u@v~jQm6F+EX`$O*|m}X;87i%#b1!j-Zslc``8H^aFV`uGY5k!r!JYu5)RL!5>@on63fP& zm%R;}Qz(RycJ*E+FmMoemK?~4@NHIldlRHZ`611!9y=(6+2ZZEv?{bqf5Uhw5u7Z8 zpktvwwP_Ja0F7kk0|TtAvt%=_`AVt{+#M)p%yJE0A0%6|z3sxRwvH9C#T4h3Tb( zZocj=6u|Iz!}MAv2lKkhf6FEOnM=Gc%1p{4(*BTDiMN=Rvp)*sVSRzrnhPlgH=}2} z2TQ{M_kHfgm~4?&`AnvqykManU_AK;j@JYsUx1p)3HJsWb0lA?EQG)j8rEskv?bFF zBT;put$p_2;gU(=boHVP2%{NN1v}8BA!CL6E$rs~iG$Bk1rOlIe-Is8U%ip67RQ2| zE%L6uNy##wnP#Id(WEXVFEbrp3#eMBrn#33qyt!oYW zEfu+wmmVa$dcY)`gw^RTkn9G0ho3p3{ds~Y5SgFEe-`$F7LhLdcEpHbZmZOttcFQ? z<;|?^Uf39i`}^fb91&)4`m)-tSoACl^8DG#^RSeE1162Y>kEF}+!Y=OTB3nQuh>1ncOE5C za18(_<$bD{e?f-~+Dh1*WTx~4PsS~P{H=sQp@UjRrdnCNNDJ`62EVkA;Z+NQ;Qx>< z%pJ!?r+)pyCOVrEDkvll&)2A%YzYYA`V%%b=dKF~8p`3fVO5l32N$WlLXsD z60QT~Xk}wBi9+<#LBdixtXY0M^`=5=0gW4oZEhzgw-n*0S#^jkEE!#8uXCCYAjyvj z6!#(&A0<$UB(+G3y*^Yx89165)@^xkZd#7S=_kVA7k!QeA2`m?WsVCBbJ#<1*~ikdSNj@Q!Mp(o(@TYh^R(U6OW`FfZI=%e??HdU#nTt-DMpy{bVY5EdT%jKxfDihPrgNa(rZ z#?N*U4;=C+D79DE`GlAwbD+=PyYAGymPf$MdJ%P&bxmO;2fW)99cd@0kHh(#e~{RB zQ(@2^26Qj3zkUjBiFwdaJ18v4*LPDTHN>WaA+Z!?+xxLWLAUi2Jd4i;ci*CgpaPO- zm6@F*ZDpVX&Y`+b#eIm$sQ;v|$vUud(=vp1KLL?bW>{L`@45rmY4mX=kEjXRw^!-8 zVCbZ3lXxy)X%9`k@DTX|`Sz^=e@Ec&uYPZfU{yVS(|02t4g{;6`@p-6^5GXXXYO?GZT_bx|o7Gzd<(;RP!iNN)RElkoGEKgiQtMf0Kl;wtd76 z2aE85BC>&0=loEE!F{|2`2l^Z2+s0crjKG+9{}?kqj3$SknWoWgpAg!B>MvyFzwvO zHYc2Hu65D73{|izA$5yhaR(zwL$Thkad>l2@7U)&=1tGqH z_ATUX$VZMQm|_QOp)2bvir!oPSe z4v-4rt=5k6FWg{^T(^#`hMUN){Z%yDtjS_gUm4wb9!wg0rIX|cf4NAi>_Uc94JF

pOl8u z4Q+U;=OoYx^Q>|LwVc|<^4oVP(iTPQVjAxhZZNY7wYdMs*QjK*(eopxVb)9-(_NVl z2P{|y^a|;}70QCDf4=2HE~mm%vvjlPlC^}T-qP02sVD7f#q$PV$1pq+ttpzjp< zSdVz78cRHQ?t$>VJ0$~C2;`Poy^wC8s9x*U{>%dE3zS4ve@qGNhXvsP9Aqv7uCHcb z=tE0S%G1YJ1iFe4=>@|z|91DdZlw9 zY=$<;1$lZ8UeCWwAH+kinA~pZk1@do%bxyDlj0dGMcL)}@2tKSIb@w&;0b9*v|}@F zUR&fHHyDk*e*}kYb~T#OiKIn|FF6fRmjJqvU#T|i8a-}DATB;8ZdN!flI-Q1b2w;1 zS1t{X@(wE~mNhykyFqSJ( zMRxnu{a@D}q~+gZZD~v=7pco{*BQN>7RChaCW`nIf8Xd)!I2PM2j0tef#ghb7$&3V zGR9FUOZfJ@YzwK;w$6^j%UHhn{}ouuFN(8-%ihitzIVb|Hy}l5EfpRgkN!2Axh<#O z&IypQMB9F>iv^877R(3=Z7I>g0uTZcL*Wl8+=zFV&HOn9spR;iTJ+wmVqi7KA&WV8 z8yVDgf4JMbZh6}+s~e~wzA^@LS=}#7Nickk5nVMiEmh^T?g zF?dz$BVde5a-Q0aiLMOJB8kK*057%Oo186vf9M@V6p)x=hDqjguRwuiZPdaS#d!-u z!_yftFpqQ$kZ>Iac9oSw>%7~&gHHBA;#W9HEy|nVe-j>uDG+uDGzj3z$q2y!yVnD0 zTdwR6Skd29EWv^s0@O~v&c;g>>=3^)3G!s4dOHJbIcIiq*Sqk2nJFZyxK*k2^!IuO zf4v3=!tPCTVG~121E2Sp0f!RIH%tnmxne6e8S1xR56EWfY*a8vd=yXcspYq%$65-= zvec?*Var6Kz^j&(CIB_9aeY}%dK^*|nYk9el?cE_dHnje-oIAPxKaT}52ri@1tlou zv`DkA7LX5qOYS{j|DAa>g-oLkfpJZTe;O#}TgeFA7lYG!r%qBsMaRx2L!Bmr@{VQ{ z$oBAI%_|#gv*Q}SgWIIoYnj_+c#@}W<@hRwA!h0_jqwxSXf9Ki%x>7!zha}U+qnbu zWRJj(PizAkjjA>7r|oPo)gUOE>(C2Aav_g-sZ}>;38)R2E_OsEe$g#?=M#J$e`+W- zR%n`t7H4LK!H6*aAHFvo^`u|439lEC0?Qt-rcecKtm(he5go_ypdol{J7NNrAhL?C zI@07>Xn%2F9KkYae$RoCmdQ`~zztueY`t!^18z6zKlq`Gp84kitYoPXp)<$*3wEYe~btk%0E@-(maq7+Uhu%Hr|Hx5US;wwWJrtaESYL zn@#Q)oa)4}eYGJcF9aA=!4ql!`_fopX6Qx!K z__dR?mE))jw-d!gmkh7z{(S6c8H`tLC-;oc#$$<2sjrV6&V0MlkQGahY zXDl!dAN*ip58rH1#8`UZaLjLu06=RVc;RA`BD1pXxPQ#`VXd_kj8O~5O!I})un!Fdn3kwQCm=ckvnhYP z58ML?vXjj5BESVcvt;0_m#&P&BTdr6DPdI@4h7F(19M%P=K)r3j+7V>{fvtQugccA zI$-Yd;xS*dpiVaX*$428XB=6`dq60;j}-2WcPsFZSGUTytNjoA=nLtxlYfwhl3`|f z_zHX@?9PU1x$@y_55Z3mk@kNExTg?`o$D`f)GiLf`WxZ_JbM;qLsY4 zrg$Agf?6}DFmkQLwpP1!>VF$@@MH`kT*jS`3Eg^lW}$wvyA4u+TFGTre7;I z>(hr2vFI3i7Fr&JW;OwEYkJx?s0y>wo$3RXxB*P}dq* z5CMbVw_y>~$cA>UD~#RG8PRh!9QZHC<3kZip=f5->lyX%>Q0;=9Rem|MH9QXxR3E6 z%Eku8P>M-musC%)00G2eGlxzo;8Blyf2JEOSHEmuJBNTv@H<>`uPH}V7DpSj;t(ipI zZg7maPOmg5528L>VJ>zg8>|mj(1d1^tA>s z_B?(Z9X{+OfYvcZMZf|iFRa=qGzODs9g0er6U`SFeK(HPW&ZYEwlyEsDh!0@1Qm8( zVh&HFB<7QDk+rA>?gw(mD6QdAafReGu~wr796< z=q5+c%_EZ|)fMpB^wcDndiz1yT8?eXfQ+tv6vYN^?F`8sOTCS84h9AxFQk)!Ayu`I zt7=miEPo8R1kw{Q>c-aXbN4bVDk%o?a>YwNjc*FyHeJX?9k^kp;uW#geE3XmwCDq_ zA}1>%tpiutS^ao|)eZG;1fEO;#vN5Q_ko&V4qG&ws1Xi#yNA{3u2tY;yi1+vfwk@gt)$wh08Bs|e>?eC zihnRwxpex^X zvDvey*JWpiX?AK&YfWd3qp+XaXf%ztHf zRpqK%_b1@hp;lX<`oiln>IEzyJ|Co4+tnC;RRViZV^t@)&!>;=Zz4UGlGogSHvJ7p zB9Oc>+wYR%6v-Hk216l<0HoKfT{3*VUN>+MM?_J31v^ZW! zm#7vPF#Kp5webS@6gq)Fxys{W%73G!f(}-coMRd{*A|Vd&8!;Ffl*@T^Pc=%7| z&{3ot;+CB-hRZD;BMT>r>|_mn{)>>XyRY4E?A&o|_q)O`6ZwhDc%>!`Eq})sUCKv^ zA#>3rf6r7W+PNyv9+<-T9d&JJ^$OQDk~O@XfB)E+b!7kTNzK>LXY9SR+D54dDi_pm z553G_6_fLB7-Y7_s%R<1;#XO*9LtFf{t@%#2?nrCYNj^fUwJ9ATOtj|X%{uR&aD#uhfy#oLM06?7hebFyamLJ*}n*Z{i9$^V3NZ{sn;8g^M zkKZYERwtX-q%DO#^!dkME+Iuz*yssIFg6Ti%1tJ>I`axM#hez}+b+mv#N3aMoES@- z4=wR9Tm||c1BP{IKa@83Z6Nfuy@*!nJpXJeS&urE|)q!frY8+U0haSO%h2kb0v zvMD^SjxTP2ivXIn-;kewhpYxDNE7co%k_S8sV&o%^?w=|%F9O*!(?6VzLH+N)CBxU zW2muzY^ers8WPl}m$n79$Uv*c99b$C+yiF$^|`^>0?)kKc5}`FxKz7xD2ON@a7G8Yl1c8RDRe0=VvzX89x?74^UR-EuQ8p@Lnx*-P~M>-0R)9EQ3h{W?3+8BCdz>X zqrDV<_e-cuQ@3oec4V^;Cv=*}b*wrLfgq3!MSm@LHQ|uRpyPP8LASp3lFM%ni+FXeZZILf~^0a6Ra~v>2QRXn?&r=UDavFb} zis(Dv7OUM;+k&~ScoxxPO)ehCV1^&S^NfJPgM6qptk(`El#iWKuaN zgaYvN-m*s1*c=l`_}dZ1*2NaO2-^fO;Q>$u;l-IhWW+Dd1xz*Y6S@jsjloP-7n0KW zXLGB%nJRMzF;y6S5-b-m2@=KEo;wWl{vu+f$c&P-2+W%v=xw3FG3l68Ba&p^Ie$Rc zqx8Tc{RaJSR|X>mFlMfD*9c~uyqshiQ&_NDTnx6`B!}e%HJrWIEi^ZoGG$;JTtz>p?iHdL77 zvS;^MJYXx!Bj3lDF{4DRqV2-Ub{Ar_QzXv67RK0Y75E*`@CPf|36m`dhq!mv)-m`J zfw3?V7{3ReSnImR;$`}-cZUba4*ZkV_=EHiN`r$gz!y}Jw2D084Z5^s|W%^3~R34nOj(vY^!{6)fqE)DlIfr^EFBYL{QZh2Fg!R;by zs**Osb6uV0KwrenPc7zg27uC2-F31@8@bE8ufmyy*`%PDVaLkt2GHe=a}Qv>d?z+U zWRjd6gUk_xuH|2osBv4)mw#y7m!-9Ln@0$GvquazNL-lD^aNn9B@!Y)KZ>aYgo_Z> z0va`ZMfC{xvH_m=@&uF%i(=POo(DWuOJA}&*M}1yn8h$aGyWi($<1S^nV>Z^@Q(%x zMdmT!mPEQs)J9)d{=W$sY&;%Xq2cHuH))+|+HAJu`8YJPsVA`+GJi$gvqaXCgUwqo z3C+=oS4emY!J*ovJ7|a9E%~Na-NN+vF3fPLC=XdL9k6xB2gE*dzSqqEDkfScXmX>^ z06P%qGL6ye2V|lQZ?E5mMin%D;4T7qj|io5NB$=t_<1}QyVRhW4vIAn@1?qpoS$Mu z6Lv+a1ad(!Ls_@GU4II=V5Cq-uo-C~CmWStEqbr~o#=dbcSo>$F1v}|M^xV-!4}2% zn390Z4lgY}F@4^kp8DXH>qs;0{S?~yfP43lJ)%ZEWeQ56CbecJdZN!4-EBI`Acst6 zMSOLV4)&C6UDUO?(l=q57@?dh13MX3n!m=)Dd|fa8viYcH%xKuNBov@aa~(l3or2I z`pb&d@yF_?Sd8e6oAIeZR)EY&MZLQ;6j%21I1Z|ATFi@G^)a3$1;D@qDLEL5$sY!l zsXBiH7h9uWL=>0L6agf+yLk@yFMmCDqq6>mpeGqqq`8u8*9HGM8rhM!UMOf9UBYAPsQzQ1Z!?H)D%4;O?FG&f%|R zAi13T;hFqQ!Z~^h8xAj_P@5`~-VmZq*gFHqdn#`?m3EfwJJW|`1^L-&Nq-4X3cGsr z2Pr`fR@y%7inCJ{H>N4O{p3eC=syHmC7Tc5vB}fGSD>L{gw`t`3XvY?RpP7omjpf{ zXTTMDy8I%e^wHM9an1@%-!G^tzZHEZvR=70!6hlW$v5T8Iin1M@*`6S!{Bc6PMK3I zOk&+Y5Vnf5>sC03*f!UgRDXjFH2iAQ3)hDlNI-k47)&%?1(6>fECdkQ@MBpwtKcyc z{m%1a5r(k8Nxkn2DdEFMTsEN??US$Nv$BR_5gxS~ptoQl5~raCWQ^WwHAruLReX8- zB)6V@9K$Guz&jWp3+V~be{|wlvmn{rlZS}?HJyF6BL+9J3F7c!oqtn-2P?|?SO2i^ zeTFuA$%iaTO9D@Y3}d4caIG}<**Tgq2$}K$d@5?uBT5Mbik8CJJ(hH+KVi419wAb} ze*S7^3BY}hLMiO0b$gXukD|X0JZdT?V7M>Gvq9Xt$T0<%4AV5%TB5b^QNu>yrvqZh zhYvG;Tj&TKSvCYep?_t%cQ0!<1yI-#S^bk|!ZQ#8mvO^93fy#gUi}yIJUAP#5+I*N zA8F-buVgbY2)hRAAQ{v0XW#DR8w{i5lh32?iYvA4U0Pc3EaGaq+bYa9PN@#$c*1r&Ss};L-edY=dbPdxTFR4L;a!m zF32t>0-FA`SBfncRW8H9x|1t+{ZGR=5WG-3z@WUc&fNN~z|QC(Nt?@8EUOiTn|vBE$0-|09-J zV<4K&Mgxmer?umHwHfxojI$)bZFE^pAaxP~PESRvg#+P26j>MOhZ^=Xc93fDIdEiG zHKJSo8=YPY)|*#f-@cCjrNEWB4wTc|KFncfbm&af&3_UqRZq~s1F!Oj_M%9wA9GfT znNIf9oSc?qx^_Q&{4CLiN15sl2jJneh4}g#TpeC~OZ^U&mrFlF z2JwyjoIsJlY;S>q*s(Fwy(B%6y+XyaaR46ynP4In9;Q~>G3MThB9^)f{b6S4LiM_+ z!V5m94u3>UR*XSuJ{kq&Y{>X$o`BmvzRDF|tbNLXVJ>CB9+d-pq0Wc+%?aZ-MAtaQ z>DdA=rX9j@beu?alAvj@`jc>A`;qSY(H<}o-R(*5Z8<@(abd0RjR_uQ2M&V^Y{$pa(Fvdegnyz_(HAl1)LZe_sI)9 zcYiO8VDInDR%{a(h2ckFGQ#P~g~|dKs80Z3{`t`~VeSM-l%+I)VDQn}RtUCH+c>DN~5WWs{A{(6FKegj+k5O8qGK?I;xt1K5Z04DW31 zb`ryC+gjgiqdVRr>3%eJ;~>EspuLMV3s{vv4ZkPA1PC;mf{6xZs)$8uh|tp}cYiFQ z-j|7M>hfw}(JFpGD zNM8)$$pI2+SGIoDmC$;&Hi_n&Oa<26w5kb$U2BqHCoc*{>R20Yg?Qta6+f1&#V6Bx zkQl+|(=@4hjWlTUJEUtDM@;;kLx1_7A7VF$ui>6a0%8=6Bjr6x2?$N^phkp{R!O8> zitAo&cjr>>#r)zcERpQENDC;Lickh{-XX;QdeVbGK9- z^_{ua1Ryi;kd5s8pgBs>LY6lh!vL;gQZY%CvDd~ zGa{-W>46G?rPP0_C$zEx&#&9bex3tU&1sLx(#S00+!m$(e{A$3XqCMP4~tpIlRbWm z>gX62bAjoI8E~HDK=IXG%H4y-^*@0cB=jE7NWJST_1t&IsB4p^(SHTeMJ}W1p-2Po zXd{aVEogF#o$NLtjB`}r&Qvl6Zvs^XC*!_U%6HOFYWmVa<*+10r9lIvdV|X8n!|?jc-a54|EO1QiX^}2?*gRuS z8pw(AY|#q*h@geJgV6s%dKBanOVQb$#%2(~_7-dz9>(i;z-@KYgeOw{PdV1MS`=M|Sy1^<^Cj}DvUh9A&R<&JAZ7Nt@n9|SBE-4r@I_>*Z|JuC;j zGjRDU*|4DLb?mk>BVb?;!{vQKNm6Bvm^z$Z$wv_Q@vt&&;CCu^ep)Tw0w#(xyTx_| zd2res?CB*W@XA5sNBE*)M?3X zRF3`hWEj~AJLR`yLsZ{8UD}MM8kbNC##{gp%HboqEx!EtOb!;oddw5v<)n0fG{z;m zPL>+)%e{iTS5|-7G^&WUaV!Jj2~O&7Fv>FB#e-ZeYQlMKP)cQ*fq*^AtLz`LNFoS= ziesTnjDG;*-o49%DP_onvP?L11R3S}Xu*S?ve0%4CsbhwOJxXHVo`oW;3 zN92sQ<$$J+ll(7qfiOd{cAS=29hSCR+w0{xi#l1|>GeFh4G4bXGsY!`>~IFlqrWHI zCS6Ijadi*xsER57tg#Li={$>i<%1A8Zh8`Wnt#ZAA1+f$(-e%?ZuM)-oVjn&HxL;p zvdUQyhZFsQtaPoVpk4`JN=I{)zmr`O)D9y#nrEA_Xb3tdLpCn#Mqnv_u-an9y@dP= zv)MnqknD{Q-*mUK)_o)$V(^aK_FsNuXIK1!$>(iu2R5SvcWGz2d}yq+WNJbgc4`gf zihnLe0<*zlWB;kwdrNH`cHb5@&+EUZDtnpSCy2#^K8XhB_ck+_HEKRY&x5OC7d7FE zImJ}fhOf1tD+)ANZb&6mWnWlg-KX5e(koEOqlx+1MEBr9an$i7AAVU)_JRR9{|Io- z7ItIOdjcxQiCTAAh*LWuH=+ljFO#O z@e9qL&_81-@vU``Yu|bspW=Ai%eIyLIe><5`F8lL2LU?mfFvLMKeXMlg;vjK-U2MX z?5yF}1fXGQSSovCp#^L}d=l#|#rcKS{TFDgk*>R?GaD6W8>h>_Qm&Zvm@k%IE`Om> zEFI%%6j7tsE(}_x4zSQ^6_|H+enXNx%O4bn%o&(2X@DXEG5xT^8448(kAhgc&IsUX zR_Gn!m)0)X$IAEBL_4`ueLk$=Q%#O4EczRf`@<}=K`w!Xfrl27hlK0Q^0T`Aj5DH~ z_5*NXII-$?!=~W`!XsE%qdXVJZhr>`6C?cy)N+mYrysS&;)Afv(R6J%Za^M*-JHS& zpjk#HYb=MS>rE5-NTYt}5p%yPf_krbrG)QBkg($zZU=;dzE>=iZfgF5m-Y*~%2yW~ z&WVx5MFX&t#wGL&cP=f*LD$g$4NnnRK#BMwF{9^8HSOg9D6(oUe)i4&e(XP3w3v`AqgXeRh$TrU| zM0^LQBQ1r2G`HhrUSqah8GrlIzp#JK`fdCw$p-@uXMn}j1@{bPk>!*?6ch$01|y-# z+#J4_rPzJyI1>_$t=+JRZw^X&5Af7-ezL@=3n@FdP2s#{G5;v0khxEpH$~Br6tzhcz zEuSf4lCOdcVH1XmSQ@(wMn0b|gb7m_i$M^`T^Cf`f-fnnsU^hj=zyb4#v4;N#dX}j z4gz9crY24T646Wesecs)88m96N8U-@k=oOII+$}_J`QGacyv?RmP%HfmG9mU)iO%y z2S&vDtVIX;hjb zDOHqjXzj=^#M^vmy{){oTFHSRze$e}G)n0BLsk%b3Ph-1sS(oVtR|maCG`OVh}J!?DIov=03ert zHUorzSfRRSkFS&aE0yF1M8TVWCQxP+SR2!)9T7~oRG%3JKKfLMk%@h2wphtAKwc!Q z#PC#z;5Sgp1%JzHT6BOLxGJZpPI?~Ozy)R|On`uw@t@})jtg`r_iIyI-uoyAf5@A# z&H~KhCmG$-ddupmmFws30#+oR78~zPKD=RnAey*}5SZrt$mM;j6oyLaywG0Sn~_Od zSQTq2=D;*VDp*Hn{pIL`Qg-@MtILEs56&A+6_t112DYh#k=vBD81an7_h8_ev5SNi z&WXKeudFGo5yn!i_G-o<2WMFr2Bvq-(hEvjQHQ6 z?;quF>wG!yf5Wy&Z)Hc95cENa{@wA6S&WwD{U$Gh3@=5VsNO`maUA%S1byI^$5KZj zuY|JUT9GsVaPDNU3M>hxU7b)eo<}=2?I1actW{o%@;7)- z1pT;Ws>(Q)pE1o1^)CWpj$%g)oEOZ0lz9t2tFJslSFQB=g{T`<7-Ip#S4&@sUq`?9 zEV4mtdZ!Ho{rh5#clYbF7FLS5fpC)lHCM~yXb=MZQvoZjx6&&U(3q&07)ldl&TZr7 zGyk4hFhp<{8nP8hxlEk*Pv!!oPgm_X@awkWD;%c43F|#`HLx{*^LTP4 zmCRQp5hs;^em&A>Fv0jT#VV?*_C}vEV%wZBO7!U$-kF8%*Lw{#-K%poTAc#iYS>tA z;w$5MxI1~*@o-82vwvrMhh$X%f~Ggm=+#5dvjXiqQ~}Kr8V7O3``g(jDKd|J24ZfZ zEIiLD0s{^h{#DmWcO5^WF^YYEM;45u8)NhmXeq@IP-N(^@UwNLWyAR)+7^JT{3l&% zaEt`W8R>WiKe<;vE{LpTViGPx>=v z-W*Yp(33RRqO=vabP~Ef6fQV!plGzR_44-3FR9-GPP4O=&&iJx1N&TM!nRHh zO-)cmQfROL@ZS)0WGk+J3+{ATa1tlJ*X-hbc@PZ>7@Tx2OjkrxbN&}2R2^H&KX?{l z0~aLlgza*QX9t|_u|FSVQS|S@4|xQ(cSY-tlMP;(z)uF6QfGU_u=9%*fqdWDjh1p- z2I#zbXYVOkBVXtK9drZo&<5|th64J*ZI^doBFN*w&Qa4n)H`N>TQP^}$C*AZ;btA} z{~Sq^d6cX)sV0mdwm!i%3pN>Aam z?zASzz&H6AJj$HZn|)q%n#9*y0)T0`O7l3N-%g${gkU?~rE@Lq`~g94T_Tx!?MTQ6H|# z+d4-EvY6t2%6CTj5DiHKNw5`|f9uxSlvJxu2&V1GY(Hjyk;6ls9f2c#0xT*e9;~BU z8!)v8U9IxP4VZfHgMaL!xoq#*Ss`nnxGTa_YUU!Mw#M1!@epNC^r}DE92|YX7O=}x zCT!}Nh9>F*!nEK;Ypk3@jTH*N=rofL9e^Tzg~&-Nr4EtaLm;9za!1* zHPILuWUK&xbIJs{dy-WU{>TP)&$%sKAIYUQ0UwD6}zN%IZw{GH|JNr5`N( zuG)J>4t|ULEWlGp(noA6){OiVsHIntx+p!QYT70Z&0&vBdP4!fEDO>b7jrpL3VU)8mIy)sJqcet864WGOn|?;@uS&*kct}qRF>(oy3W@ z3(meMYnBU>VKl6)yE)jv!EK*%(2cuZ#Hfnb-xmh{(l2NMPT(GmI~=$6^dpXx`Bej@ zkON_V+29dF@bpPdvF`wk4)FDp=+;^;QthIwvsQd~`bV$IFVB3T_#LRF^#n$58hlND z7()JU4}3YhRw$ntnO;GMR`C;(QO9S!N+1B?A53}rR=IAV)I@rli|~C(=sxE~um+IO z>W1HmSat?n@N zk{KDqK~HLe(+kbaeQItrXvZ>%y<*w{gOg8F6rhROq!R4(;nCF=B#ugmeU%H(G;2YB zai6XrKqI32&VChR~qmK$_YeJ-) zCSR}Z9pKQ1jc!9RIz9DS@q+n1T(UN8grOMP3z@JM9QXj~;T@PAf#=cMhjgF~=TP$4 z?uaF8j0`J*xQj|IfA5$v6iDeA)GmO3rZ%o#ucW|q<%-mrWD5ub^`Ji2N#gmZ_w%9y zPDn(@ew2}6@U>&yZ}z`?D6NeV2oteca~XjvOpZ?I3)zbDb~fzS2o5$)zqq4xzqmOK zxROODm6YR#IFpp>;a}s*7aND~Z=qkXNNWPo=?)eho%-Yocy}py!MOLLna&P>4Iw}& zrm|89Cd#D9p);HaB+G|Zvzi4TC`oTS@f`T}Ww0q4Jm5VjxPaW$d!G_o6@(;vMd;Jr zNps8K-4iQLaFga|gRl*-u#xnLr^%ckBi(R4*PTZ&an7_S3){loj~IbSX_32M!=-Wu zBb>e;3g*VZe3Sj0c|adJ(aG zf>XE~<#GHy3Vn!pxVoX8X&4)Ly06)Wpm;|*kRNcP#EPy{n%_@@K-`dPamcHdUto z0w&CudR|*B6*{!otbt6V%XSTQC?iFy7+++py>G!OZ}Rm{KI;byb7fKo@=A+^fi-c0!zdvx z5Nm@B$%C(t8hEsSA-~*U6GDhwusfyIRyy7~%2e>NLkrptXpD=1cy%lU3Yb!A6Q8jl zv`-&0SC7aQ`?07IS`FwzmxGPDXX?@PLLqJZ?lmsiAT%N_@BAbw>e__a{whCgRVZ6& zS1Cxo2Vn_X1VluBI%jG|L!!R3xnVGXC@#|%c>zz6lP&6h^0pRLnFTSY3@|N>+4{Lj zvHs+oF`XNPp0M{-#)au)o|p9GiA7^PJk-Bu!YB8+!SA4zke~(V9^@=QA!lWwT?<)e zurIY=$FKNttxrL4CiLgiEARWx=aR%q(A&S#3;qCBstt<|#Y{ASHeGpghmdrpce)iu_&D1gBc zL~ZRO#PZ6~Vz2%^@_X`0Di+%o^VP8;b$YXY4b2LFUlE(Si6EEYPhK%WxQ77S>(zdP z$z+hw2|PJ<-Io922*0L>vPKaub;P%#{-|mi<}wg`yF3!}3=|JNqwMexy2HXmN0^FP z?k7Xr08<~bGDPI_A(wU?FQ>tEg?QLAH=k47C2C=&DGiXm8l#HbMK#fRG<6-Z3g4Eo zmFO6Mx|w*$EVmEJE8fN66aA7KzLRWWEyAxKVIC12Qv|bN!Yb``;S<6fcV4L#svlkJ zFs20Y^MT~cN-9h=!&D#89N1eclISGCfoE1D0zz1>5^7iG@E}}WG77IXOF3wMjkgho zDlRe=o^+%RWQc|^lxiH~;?(q%Y$1K+LUho7NI+o9ecpE$OH~_7pWk&C4K$L5tgeJhEVS2HTe-C%xzb*D(shuxP1PjCR;DIR-mW`EoTH)Q>|@( z0tbho%|m1v6V#={-Txq}Lt^X$+at8S4d&k%gd#X*If-|`KM%|xiolI9g@zu+O2+1# zj2i5%J%IQYE?<-Dz8GHmZs3#(*?KH^DV&Bz-#KS?-CTIiZ`iv8{)NY>KMB}ngbCs0 z96%7=^W5i9t#jH{I8488Pae@2vM_Xil%45hWs3g}qd9G@b}3s4ROffK9y@gSwnN9A z8?)^@V;!XpVQxXgN}c5lGR)y%iS=})Nt?#toV93Y57;rBfI|%~NS%oPvDsw-Kfu4# z;_Y1D$rzg{sC!;@C5p5@EBrQArD>n>JZYS~>OBs~J7Spryd<9aO)*fyDLZR_-np(P zvrPW$ZevZ7x?jjG_Xi>xBcqdxrCK6S6CW9%pWtFz(}n7y>Qc_0m|)408;n?BnFMZ_ zdU z-)7zN!SGkER+$N>B~Z>65@hIuj85JoGECmDE?5gpeGEHjU$v4!!PzQ*h#o#~$oh@r zx7naboTb5_t0xWYwfZ>K6lFW{+cvx};I8Zit9W_qSJ09?!_XS>^*{r?o1P%!Do7s} zxx6SK*buf`FN$4~4I8^DZrsY}blA=`-LI$bC?0wyl|7sXDBE6+LGooF9cG6@_g7L< zNnt?KE7mGX9baoGY<+`&7gbv%2<5jp1R1KIHxZwTisQ(H&9O5o?#GH0d9QJ*1G0(a zfx`2WO|%XleSFxT=9Z323c)EoZyir>=zl7G7bG#(YEU+V6D0;i4@gJGMs@{R%7D|YW z?oK9`*-~nD$LY}*=D}EzNgi-Gn@+i*>!0eAG9!j1a#W*}?G% z8wsNyn5JKJF_SzulD=8ne?)G9B+H?%*ul}80Cgtr9~cF;0YA=9NWQ9;NmTQ;jVFzY zkO%-jq7F2fa3M%)5@YV5Nef?$eNe54j?oAR3k0z68!}T`YEHdlHqKfa}!?(A~|H6vw z>~3~|X#5yL06lF0F_QM&-G=GZisY;~zbrxx$K+GsGejtV+Cvo)+1qI!21;DE4B{=2 zM#dxm9cAD_SDZ|`?ArWUq!C*oB}^A9_{Xd!HF~LOrrDA9mBa+|ajq&GW;~lb2Ju}K zq=jK?4U;jJ*U6DJg32-ms-}cj@|LwIFltvtX^n9%apYtsgc13^P={zyq393Uq%$dW zKAcW*yvk(yZo{;iSTeR)?g|l6FKo7xywPPW`!aNrk1oelXY%(I7UUJP>rWhAT^p z#X+mFB?Vi3u$!_9ohP)}V5TGW(${Mt#a?m8`>FnaWkWo0P7p=s=sF~Y#}?C(SWglF z9pH@^WV40ax0QeCJdzIB2?VJQ!pP<}(Q#bdxg!I{E#w2U`tm$a#7h4+gxsLMT@f() zWX?9jMQcc|)fEOV?XF@=PC~A2L!DOF|uT;TfKQJNam1)wxn~16a~r# z2SdVt5IhZ@eLo#+c&IYF$baqST)u?<@_N27*|S&{T^VF|pV`(aUq2j{c1U?-rK}rW z_yu5L2ENaLn=S=@TDBV8c5e;vvwSNYPl4z9L%I#=Q@h@Xn}yazG$Aiqfl+X)?>|6t zN~IU}U>2QzIn8tivWn5>E`dT#e#hS>cGE(Cw)YI7u+qaN!RM%2l#Pyx+YkzzE}BIs z=1OW`s0FLLS!+Lrv1S_;%so3qs@A%O$uaN_^Fy_7qA%yQ07Fy-3~+VR1+o$(!xqvE zoITZt0yrT_PT%c5%Lsfw-(&sWsC?V$ckQ1h-VZXHiQhq?g@`#FPxkhR9Hfq-%>*}p zXVEd^7L|VeB6?PSoJ4V;^NeKS4^@3GS=>A^LpGvOn`}LZ4J7_g6>XnFARw|AGIO|; z=gZc_Bc2+HVmH2rV4P<^fDL%tDuE%|k1sZJ>VxHRWtqoIU%OeGC=Ap39{;aRJ{Pic z0&fU%`*<;4yrXlw?F8!jczY6mR}>c7) zqDT;rd5JIOxrcorSrsZHE~!c58{u-0QJ9+3wjm^giLgJ<|5W7$>QVdtAq28%d(JGZjK);OoD07+f;6jjm80v z{ejIadzRi94UP)O`z{vTCbu8jO6de{;u3wm{rATWGQ~(Cq^tu7f*!dMBp-*->K_c1 znqYroys7W4q2vD+&|BnWC@o)qsH^x|xa1butR>YEON}2q10|tVY0to}b}$B}&pZ~Z zaXOksc((FYLAOj5U7wAW1}KRue&E9x*29Fy0o1P4SP@_90*eA8?}m~Re3u@>0z?F? ziE&Hee9m5wkve-<)ySaps-cWqNZ^kVM}^8(p4Xwr>`^Y2`mf>wxd~Z+pQ0wSn$rfx z5QS4n9!u>|5$b+32?2NOe8#Q?xc*9-^FdM~L~B2(GLpXq7zIsd3&a9Suh{}jq+u0! zAw8;yh>bI`X8xR?@sX*}1?`qV%zLj9hL3Z2^zAarFcf_+w$#52gZC zO4huwrow1=OqxP89l)f2F^|<~zlj00aFczdnk)c!PQav8NLd2RIb(^x@m`h(#z3tZ zvv4KXcJ{g&C<0>_&+6;{B#13HAGhpr;7axn+;gJUax>o=VMoSjrV=&bp(O$jR~&Xy zoj3Xwrne?^$Sp=BVbpW`C>YiwDjJK;Sl$IHJ7@L-_wJm`@*{bFz3`AzVpP1wB_(oS zKyEGzU2TcIUg@@t7nKojGvy4mXBrCz&YuUo=wn)1il_l}7wA~YQrB4CeNwJ)fmQr! zyd)Y&^sv|6?E5schk*f)+o_b#=7N%x_n;wArk+Fn=$6OD(~h7d$s1p#>^c_eUV|yS z9szMu(rs~-0_>iD&r~Zc9+^--wn~AJyhZLW5L+{OpcHDLJD^&gz*hWArX_q;eF_K;>c{q=wlIW6WlS2m1)5fk`nWjzRVv*=-_-! z7xmC!F+fyOWhJiF9cMl_ph~36S!0$sqTs>N$Th|7EN;2{mv3LxMIz|rj+#sgrrz}mCrCgC<&M>=@>=J3 zQl&+!P#jlpl{jp|BTw}=eB#6GsUhW+%L^fjq`|)svxtem z2r9YUbjLdofrI}F)#zPk5ipO{3w&sJJkqzT=>#-?Tf5M}KpP$xGq{9s3)Fa*W*ZO! z%1NyCxY1MZEzITWVW~#SKHc8~9xXBTxQtG$z3mNzy>02m36AZ32eg4=*lrGnF$RUP zibwm;geDjL`tT3-Xa!aXImcP#_i8FE1LwnT@A(qi_FMgZB)QwU>kAd>Z%Z}?MRLdQ zbYwe!f&=PPgna6?!j1-yRF|!Pg)wjjY1OA4>k!br6X^kf9fCER96Kq07odSFvgiQ7 zeOcrLW7y2o-yp(J%3m`=8b^inz9*`2mtH+q>eOsdVT%1&Wk4e!9b=IRJ+9NqJO zx$~Q9G&IFSYe)WLPsD0k6=fwCDJ{t*wO08aqe!f^r&-KbP=MtH zkMqFDud)>lWun~Y6&2)R!~CdSYlg6YX_4=Da5=vZfQ|5F`mxUXdZ&ExqU{L`%77Md zq0-i6vKeDN$S`o&+ehTI%D?5^MknsQF#jnD&YCL96B2SN|BOOOxHeM26=5kpx-JCS zFfgop9Pb%zl1Qq*BTev232pZ*sPOzr;Z%L(@s&rk`}zt^)(R!?c0dXu0?kZ+w%ok+ z`In=@sdKHs9Myx_qn%$lX7$q=h@fhz2qv~^5z|L2rCK}*L@vGKWSAuEZ-3kJ{fjXc zS&{JQDF2z8%OHI{d)k-&AimJUHq#AN2qE~EE;$PgU&)-Nxu%3^_#%hkGuPF`tjFE& z9bV-tiei<_$}0U7xhgVXt4czDF}LJk@G;8j(-qrqSQ8$ao7lNkyD5TH9vvYiU5z=L zt#%e$*$2NWQCd20R>n~`zUgYR1-tEa71N>o=$49NIaAf|3r;t?vnWmJeR#W|#T!N! zo}xOhC;fxzFbo%GoXBu*7PY*EAQIe@*qbg^v%iI@JZ>W2BI%U_X-))x!kM7@2LcP0 zMf+i?6MtH#fA<{KpQUKKMkf~Lk5Ml{Y6>5e?WevMdIftDpVL~}hc;X9sEJpn7A!_F z$=xAoc{0g)_!Y5#gyDPLh}d%p?+&%Sh%lG0?f_esTM6n0R9&1WEbR|aqYw~!r`bIW zwBS*hML1_;-4EXuU2}ndwg2#Us$wWSP_q#C-(#UP+wY?`9ebY#FEAuiJFUJEzx@T%A(#-kk#!iyS7RsvXmi4Z(uR4EF11TDl`^oo zk^d=;*?%E(=|X+H@xWqz+-x|?`p+t$4IYZ&!hs1Z5~%{PI(e9Xk9bsNU+H2TMiA;E zA7*wi8oYp&dA#PDUX$t!_+!}2g+ty{g7%cRS+r(=ZvCt$aCt~?8sGFmI;MRX$CQ!z z4n^tJ=1--87m(7qG||(*6YN)a+Izp%`((=^S9s-7BNb;9rJ&4|443L`s{?$Fmj;7> z1UcSJgs?s*YuJW={%kprQ}mv)QbR6Fnnb57So{pnH*wkzW<&=v8(-lym^CLS3A&Mc+8D z4XhJC6*ui?%BKvDo7@AI;A~%vj(X4NV5GMvS>QRY6xo1(13jbnE-mo|=?*;Y*}YoU z?sJHkl~n#BtW>4)zYFktGpR%;Y+f!>GaZLDedv2+pljC3my7t);E@lsPb$|G;1ap~ z=?#Se%>2SYF#xwZb9x9%obg1pW;Du{&UOaD2VM3D8k@!{t(u`Wl;|;bNxw>p?J%reHrphmLiy$3 zh1O3c1qY8qyj%5UC!)Wf6Z8r$P%K?Hb58^KO2St)IQXp?f9;u{( z5qQVxpj~YMb^*nVE=wv@7RJmeld(%23$_qHDxkgEUl}BOAkF;Q{Bga@!*IgM@ZPWk7!4X~r3W@l2H4OQo_H0H z4YFGzN^3YECtGW#0ICDNwA4{TZT4l&=zVLE|D^5%ynkYQ910~!VVq5nM-eYP)Du+R z^{3z17A#+=#Ub-Nbf(!)@CXBmLvQbKZ&f`z2+&=+Byk!>DVp}lozJh1 zu&{W=GZG7d1SnR3NzVM!MOiWv7a5vTFb_SNvZlj}flC|;3uf2Yi-j%SH#0ZwjF#s?)C*bnl8;A0+F)4;CB3kIP|DJ{)w3=&4H+LU4SVNI zU$JY_+@AR4{M_|)2T3&V$QQAwe{cbc1M9^78%cZ*YS|i^qXl^KGch{}-{7z%Z$4u+ z%l1KUf1Xi(7ml5qPHO5}sTEAe?81{Tml-5Z?mlXZ5oGX2Z^}&UB$%ChJqYuD!rOs} zAb-<7qR1Gj{P-pOzw$bgmgAS{AEuqBIk>*0Z!_Z4BwYdBt!CS2&t!2Le;I^)O}g?+ zm@MmYzX*bjYOxU0(T!)_`)6)-=oUQDq_MeK5!fyjeHrM#iJgP;U4Xpz9?9lQ;0zK3 z<}$LiJqSYicw-;meG_+;yX1WzO%m214SE%4#}&P#m*eX7y4jo%3P5@1Dh{R*wy#!Z zEbi(-)zyylrWVk6BcQxUf7-++@+UEo9&QbcTOzlA?;HTgO3Re*i*~AqRI%~+X3@*d z90LVInKm9V^QjKNzU*fJ95khTTMbhufObJ-g@DDlI-W~*QJ4g!r8d^Bd2SgYPMOzR2+&Py<@u6J}Nn4?TfTIGXxV}uJjI% z4o)07O+5Kpe@0jp;q$XJAM*s2)A3Ms)<{&t1W^l77QX_`F6NX`i4Wf+UIyf5_*^(d zitWDW8s$3)0Oo`Pe{EsL=5syF+NH?AuJbY;kooT?EoJG%G9nfgJ`hgwk z?trAM61NweVj6R-N~{75Q-deXrAQ(g9buB<1dCu-7vn(3!8-zIhB=As=Y-dGbRDMPxjEaI)9DN&O*Le|Ud9JG5brFBTWnI}Oe0 zGKgl8nwEE%+qQ4p*X~s{ErOi-wHY%U^wu$8AQU7><3QAr49)Snq4;$20O1VWtJ3Oh zadzNaBsI+AMk;nBX8mvd6^2e;abS|9jTH#nqhym&ek?Op5l7$ICnKwHo92se^pH^t-N<)aV&_os$@=%N z=)GEYfAbrSNGYx$l3`KJ_Ly&q1-V+knY`3@g3T)3poZZiY_%K%Jv`uW)Ps;LMWK2b z8u0v_ztaXlkM8zXXI*P~gt>_PG(KUww{q)<_a z&__F9&o&(@N$Ked1_DWr>DuSU?v!z`%`Dj-f8(H7P9<%Wg^O2g$4WQ=9xj0sn&n@L z-#+kYtH@vVUsRud-pvxhUJwL@FWro~qr8g_*E( zN(U+1aSJ&Fy*_42U*$TKj&Dg~%5bVO0XoYf4-1b*Lk+8n`V4Cm6JRZ{khLQzp*djZ zf3Ix=HG|jsmG-rZLsK$u)_5()z|7nTY3Qis+O4kOK6gKcK$!w>D&pkP= zHE&8+=ScIj{o^i8-GdIzzsE^`GDldkfAj-hF3p&Ur~=3MQM_X>B^+H9G}f_;%jkyOUfb!`2S(lCyA7Yw*Bk;z_ z*TS2ssAL+p5Ed~1}~mTPM7_?$oJ(EBDIbGd9ctm z9)agBP1N(3JXKrf@ykZ)H3x|IyVNbM+WuRq{RwXyZ zljA^Va;*C#@wq7U9+wU}n-Ccd(YTJSwy7(&!UQhE&B9A4eakT&+4DjP{`vT7N3BDWTo(Z{#Dq74S*4sWokdGjRv(77e{v$8cq<(Onc|!vR$eO>{lUvt`a8x`H<@*>v_< z4EiYh74>8avC9@pe-F>o#T`TE{F7>nkn9VUkspMz=;(RDMFE&uc|Z?A-R=X~(!Wd% z3DHka*f1yUVaX7+Ca%fFz994}>^(LzSX?#xFMfDA)ybq{9bNuyE4V6nd7}H$R105c zkDMkx1u;gKwJK?wfJA2Ew$x zh>}|fyC38d8}k?z=dl=S5V2Y>*t;8+<z(6 z@4$H(tC9JT2Llwy6Msk_Jlr2x#QN6ue$EvyxSlN2v66wmN^jblSQtQ$>`((M1`QSU z2Jqeb7qMwMr$E5EM3x1mj8Rm3Q~U}EHGa`5414$`3rg=O32OOFF*D&gdN)1uoP3f&+) zr{yF0uqG^P575*URX@1y2A5BEXK;ALXcNTHSiiN0jT~z4*6f6`$D8OB@LfnoK1hBOzC)r>Ef1@w9;7>) z;quY+deK=grcEH-81SMG)!wUU;e=Usp%Bg(e=js>1aixeC72k|SlJZ1c)wG~Xlcxu; zYoUcr6B*dGr2L439WVWDG;|jlTBlfneL$3`ujTMf39&aAXEApPkFYSr=R@F?(I5o; zf2_(L<}otm-NPCch|TfiNW%`(agCUh5`4^`_`vcj;hh6ui(uey{36YA8%}u@mRm}5 z1WCy|u0jk5*B~z^waEuJqFKS4-tFch#@Q5@@A)7=-WKw&4&}SY6e_qFV)?7*Y}Js> zP?z0^#xdBW)=_b?aFALP$=)SyCD$Gqe{w>FO<{RV34`Nv`vz`NR0jXw#pCNloJx8K*f6#Pz z5`F^ip>y4KF?qI%^& zP0ix9W^hhW!x zWrBCqGt-+SWt=D;n|&EMf0%No61ZWm0w$rgm>W2Ly2H;DhJz9mG;kbRT~A)m+k9Z} zC>(d$c30qCs%&&So|{q77O`eF^3TqJ=%Fc+rjaxG7>%`y@e-}8P9@n9+7G8777$0qEr|4PZvF`jV1K%->DkW;#-t5*`@LB+- z8_F!ZNEy?j4Lq1AhNY!lv|N=r}^=|n8)~16zzl`4j@wI7J#LRA=C*d5Yq-{lCm=QMSRsjbD)yTc{{c& z`IYP&SaIYAB&H4i%Zyn885XI8<~_#+yhF64dlm1)emt+a>xYCkk zN^=c|+z_ULfQ-@9`Xr*mLIz{5_Xa8vZ>&t%XJMekHNbl`t7k9?cMRk07ZbB4(%nK) z0U2nO4V{a-N-@(utf?|32em^y)JAV>J*$wZ&hZWirFNp(bn< z7wW^PHlGU5mzk<1)>jH=vXWIG0VJ`r=@ zf8h?#BF3PN5b-A@BR`aE&G?Lf1g-(J%E2`bkLFvIs0pW2XL-qHvOk+t93B-kUER3b z6onvh5dA5e&jo{f6n-dC%0{UklUe3i9bVANd$mlvn9g4l#p^)aj>b1}TK|cUENgzg z;vS~~0-kV1=ts;D=FKCSoOjN>qz615f2vm~Vsd%Rdm?nSS^>@xzW>tuCxf%gOaG_S z(AMpvz>AFzo)z%rbkfuIatTAokHCJtws_%F^MT;bM1I0e)Uh zAKi+JAfRtAd5Q-S1mt|!=VAj_!(cDTuwv0?20|>=E6AGIh$}lr3TG+u4^-EvbJ^I(v8I$ z!kr3)sb7-`2Q6vsleB1=FU`N(e{b2GOad+w+;g%2w(Z#-juvP>VmR%y_Sh2MIO{*n z9lS(anAp-f;x|M&rUS|)`oAn-EcL&cSuhj~EK5@iQ0d`u+IAmEEDWqC;8htSikZ$L z-A1}2teGv4W$wxDF|^D+wG6i|#?&$XPJs9W%8^Pp%k?(InurFsY5wF-e?n4cO&2L< zIrji@jtgpD0EcV7H16AkCHJGbvD2Q<><%NfVJVqPXTmGz%`7eE$=?aez! zA0Mko@4DS8Xh9UqYAPt07T9-hmLEzRVZ~bhY`+a&XFs%N5B)SZd8^*zi*d`~CM3Vis!2KvUh%_wzQ9+DZK^e?@e@mMc4-AzD_z z`{p+VUo#n%2DZV5_b}*2(aZt5rL|e?(DHN2J)X;O4zBDNhZZd#y`zTQo1N2iMdexy zGA%s>@R^e;0xUDg4_4;vtB4sS_$2n@uY$sXPo`u~@;HbGSz8Q|0m{j})x7id*X{?2 z+;ke3+!G3j>U{PEf0Pr9(Kpj|BeAWcn%5q^Z+qt*B}EEtJ~OG0hU(XCoO7pwz}aE# zWI!jj_X@HaEpUAUgm=Sj%$2}xr>BVB3(a#EdFh|xeg2`!2^DeJ{%2edX_OvD^wt$ zF#;qn_>zmUe}DvGpE06|rw-Hme(%Wb_|#WBt?N=z80&!qQe^1127wJ!2)@?ENz}KRmtPe%EUev17?#nshiB(w(+j4UgIAG}ToUDmZeo5N(*eiuO>1PqZi0nX? z?Pk>X{pX7*YeFJcbw30ZtxCO?qy4kaW;sb(b(uUxDT|)`Kxo({OS}hiU+0Ynr8|SV ztxAzIB8aXs$ln!J36zLrDKs1*=`NV>TP7Htf3pGsj%qd;hX7TCb=$VB z9?mEcAOCpRt?*A8FT~=5;yTk1tZ0TM^)mY;8R9u?b_kgW231mqwjMQn8RnaNeis*2 z?*62nNY?CUPkfXhb`v2eLS(ctecIoD6=2j2iq&|$b&{e1Lq*uzn=WX|IW`*u%C@QaTr5pK3@-N#|kpsVl1GWeD z{ii5g zN>(BLQe_s+S-qe+0N?Z)s0e131_y z7Z%jpz+$2s@7GZ>wx1P-i;$2O9N;X80!u!cB$>ml1c?WgzIV1wN;h=G3JbhHVu;28 zT|=ynTC-#zP2j8CQt6R9q3iV%k&{4E^1k+KRON(SBh$X;LB^Z56*S_YIV`4$M<*kJo zjDaEK4x_k|0TdOU$eGsz1jZ=Cj8`dB^mlQe2tJ2&JoJB<|UxvvEK zPakYTf>hXkgEM0t6Vb<53|mKNAANj;#L5d4HR%T986nd0pUPzSdTR3pG4ljif`^!L z#)n~zQdyMKe-UO<29^X+#@N?zatZcx=(0T;Bk;gYyUt$xN)g$0`oiKF&T9t%(1!<~ zfVPd9`5W!1HYq_`fCT2DUKG^mthEu9w?Y%HQ;0zmq0d`%8qPIbp{f0dbAlO)y&iyX;##!q7Ma>3Lz zh@J_>>Y=*o4bpJSp>(DHnGVx!X_i`m{$mWhB6G7Y!>12+sFHMGHF zNG+ZFe>tcmGUWTv9j(Q7bT@J&BH7X~u4701s#kC?u6QKNi)pa3vC61VBZ4}}TfW*&T}|Aw!AxQk5qWpKg(X#Q0*> zKwC5L*IG87X{J~$P8bQhF2Au>YQzHMCwd_mh<7YS##DG8?JgztCZN0S8wrZ5iQ{@Q z%;gj~%(1WmuSz4@e>#aQRliP%^}|W;e`9WXC?syVC?la58H;3%W!5O#HV1GUpP2E0 z!r{T~x3(9ugXlsg&6t7*=VynFO9Yy()*0yn>Kr=u(MF+?Fl(}tN_F7yvGF4ds=X~` z_}k3M#H#fB3ka3{2sIpFPY%YN6+j1HYP2xeiH#rt zE3~`r82bAI`G~|3Vgl~;^Z;qSfAza0A+n8`$@pleKLcDQcW+ripHa&2^+oupEg;~W z!bxyr03M<=LF;b}DHQl8`{)BnOAKP0acq;&iDz9QiR?$#Fzp1=1prZGC)Dy$&WLy&nSsV>)o)yc-hE%xgmKM)Sb6Q<0{E%y8VtfA7eN3Sdrd z6e`*s`i28y6w%|C{MML=LRd4Sl1DSR7o4JJkkF#DECdhEOppMDrx%czKmuC^r<@97U1%wI;qO8aEgmBEWALhR^rj$} zu|Zd=Ezo@*m`rU+W0YwnfA0fv@Lf#BEvgBrM-mGZFG+xX5lz2qL&xP-;&`~L+!lfZ zcBJhI34&Gf6Vna~sOv$dZ9x78hQeE;S3viwp1&SMN>5PpBuMux$a}va=2{_L_NqSV z2`YLDrCsZy6Ms?Ql4<$^EMZ~Ssn9YoeA!EDK0=G~8G#{oau0-nf7j+F>oE!`>40xK zLagP!5Hk@WSW%=f?rS`^0!lp6SjL5MRTWnA_VT`DB{5+h8;!CBWfA%Ndw6tUB1x#o zHZvcc&l4Iit8?BJwtR2j9xlaWpIx&~0Oje!83>>-qdHHy312Z|YGE;g8ZY>l0TO%pAge_RakWBNMhB4 zkawwnBp~8PyBYb)1QPz%vg_Q%;VCGfZYd|H*~-wHQGSO0SK|+bjRm5K!@Xc4vcMtt z7E(Ps3YlPtmf=rf*(8%F;~f7`?ix!DNLuy}0tKeO0f;l@fAHk?mv^Q`WUy?Z17G`q z*AOMk3Yx0z^lYhHsQDxk3byqXag2UUg92WB>HL92#a;zOHE>OS%a0|M#}pv{I<0vg z6AFy7Nd+LHqSemPfAK74dfIS%!**7bIpf2OijYb@->fb5jGXX`F4s^jYib^Jzi?nm zbur1NE5Lu7#p@f89MmM4l13ECu{(4;D%vsje`KdVDSWE_#M%; z?=5258V}J`e(;Aq7#||5zKx+b0P}I=^u#M9!*Kc$9!q@SQK+xpcRPW?3VHF1iGZ7PxwvA;K5vwD9NIgKSe6M|k8op)GOdN>&?y|039qSs_}XK{ zp_866LUTl)HPa7x!EPV2nU^~^1tZ!f#C*X-nN`FNEVv@4@*=xliWLTy+k7>8w78a< ze?a_~Ocb&Q7`n*kf@^?LIU>gflisTko&qSsE4&{W;=drv$6AA1?6+m;s9laU-UQe) zf4T=M@R`pieI#&R2ktvFo2~A^gz=+wP60gVX{C}w@%oc2oz`;dy0D~tjA9(;+bOJX zN-3VsW_=wnwnAMYJ@pe0-9MbOf0dPbeEFS|0{w%tC+M^=!2ph`*`3g7n}9ra=#`|{P+gkE0qsBAjpDEb!q zA)xg;tMGjI29aDFA17e5|YOxdjsAUe^*9s zO*}^qAX_LC@H)oZyCaS%anvghw;9+4MrCH@a=Lea>97r#CJrc5A{%bkr6~YTbHNIh zHW>4DvJ2s#y;JizuVGu%A@n1B?4xFwk7MTF3ldMSF#?oWC`ctUQ}e-^Gn^4slGDkc zR6bTrc#Ag8J*zG3Q7Bo)iQQ3_f7G>$4-UMQiDr8yJ$$Fr{Bt@Nk81*fqT507X2qEOk1=RwI)C9rdWL9y$u?d&R z6GW#9xD)T5%M1E@H%F;EF#;4{G$!I zB30gjm~4s21Sf1Cfvnp~e_}eC-lsu;)_(HQ+qlj8yd*=L%FOi2qujAeBmK`Ob~{c# z(aBm%}Z6Wq{2x{!r!pQ@7rs}Cj>|Q%c4X3-sm_gF zJmpNjBYc8C0%$D)9!RB-kNoGkG$1DmZ%5+rT4SLTDz)#64_n92&DZL*Qb{w1M}*7h(h~k6f9ao>L|9=ohPMjzpxuH_6AT8X8k)N=*uBPCai9a8#Y{$GCoMvbPP*0)k28VergUp>@ zJzwL*KT8!fbV`*DDV~MZ&<-!suMbBeSc#V}UAg?~U>FtIn9?kbNq^Iwn&EU`DnMTu zifrtoKp_eme>9-+Mt>7fg;jGPlaub+jR@Vki?14bO+wi^({oKa;lw zAovZd@q0IZ?iYRU)Fw|`3*(YQFiS1v9HI(>yesBNfks%)eU8&=*Bq#}V12dN?@8$h)=u4j$yoNroMbqsplZ2hJZhkXJ#$rXuH#%zxMC zHkkoJs6SExBlmQYtEx~T65U9`9yU=Rp$GAVpX5g{0K~k9D)csPk*Nnb@_THq9zlT zTXQXL2hQw?A$H(IAv+XPfm;ns)D$=qtc3#Wul8653EC^FLs?G1quGYnqL`}t9-WVotDRN9YR0s#wd4Imee|nq?hE?5Zz>>;3Os>hsfGVRtKGm4t z8SOX1+6CmPMSY$xf0$-?$lS?|YtgZ#UuRI;l)PlNwex`&iU3$?XLZ#XgYqTU`nkTh zHPVlYMqm*Kcb|*apb2gry#rNE!nuqBwtVJrZYAj`D9x##lnUg*v63)NvWZRYxiJ1d ze|>!V2)54;YI#D{K&}qxkf{s(ZCglS`krN1w6)_r+gW0fFRG6%u!-zA^WEaTb4`7{ z_XFHt-DM7kcI^S!LCIn%5a(f~{1zSCP8^^ad`u*T?VtB4uwWPb?wZz+^5fItEJ;fS zy$#f)Im3=3CAyjGo6|sb$|}Vx`?I`vf1;Ow5d-f!>Gp+yK-ImM=K;UD-e;kB45GSH zG7T&#N_&G#s4hPwiJ8(^{R>AgYs;27CRmY9XMcfCOap5GHSnf2of7_8ud@#H>szY@ z+BpU<1vQ=Is8dN@?T9}`YGDb3J(0HNRu!!fvv0Ji;aG)Pvd>2!Bhez&M2f>83#* zGr9`WiKY~BD$AN;F)k4?A#beH|=-0nTQ@%uLV+n{~@?#;iP!E?0rn^%M)jTdHmhIY* zX=s#6oz;)9(W$k{++@6-K^FUh49 zS;GH<{yI~o0}&t96s~82My!tIb)i*j+b(LbjFTqqj9RAFi?CIQS5OPNu|#}W6?Oq> zjsTI_a^Cp{*hN)|f6g{>w@i(bOiw8mg#G%GLnPUKG?zavDDSsg&XRSfX0Bk+(KYCv zCaB8I`3A&+qkq+wdwQSB z9e)-uuH0Pg3d{i5MP3do?urc)Qf@M# zDZ4lvcT2kxf5ECkT9}4UaB>6=*$N*inM?Jw;27SYJ@@1y}|Z7_SxhQu+Le@ZC=fC1W;_goqvMk*7nCVL>mntg^+O3tlzDX$E>XITx$olqY%l&-(JqK za5*@@OnM|>7O>a|wB0WwEzISKV?pWRKKJ$6rc2f}Wc1XerVSahH)Jdp__v>ej=#PG zQM$vlf5!!VZ-(54l0seH{msrRY?<_UPeelyDptc^b(9eTU^_#nuXyQNoQFgGqN_|I zVSxlbdFb0kc2*B~P0UQeGt7`eVrS$>d5*zDi(2OoAS~@{;Xt*Sm&(c{*NV%b4=qK0 z=aeW8@x6wd^;*yZc=wx#d;94jOEd(!wIR{ne`Oug0(H=-BwdoXTKH@S2e`7`$VzU8 zsGQ|Lsp+5T|7;IrBricPe#QUsmmR6Z7J9IQgeyoim~`5*RUj@)Um?+S4w46Gx#CA$ z1wdaz8Zdwc2`f6>)uhD?qFJ4OtxTvrO2qNf*0nWg5T3#K7(4SOu^9oahKCr-JgHuc ze_+k{U0WnLwK^}Jv+ue zjSh83KP7BUjVL*dwJhB0F&e~Af$+yDT_^f(CK zDyCh`>5K;)pYxDcMUfyvG64sWMdTpiu4VQ^lHM#~ww`}5n3Y+@Iy<*dw`MzjxfmRMGX z47*x!b>Q>{K$mg7gBCAomVjBNf8Eh9KFYE5d@7_$_Jz_H{ONek5|;FotR62X&DQl3 zjk$U!%&MT=fLdiAaQQq;J(4EE0_)A5`Dfg=R};|CMdM=|*ieLRy0iFn35}xV+uZVt z8`NBzKWnNalEm2)CV0N$;X@x7X!I+K0Rq3#Uwq*~D{uSjI{~L(!xrolf6i6yetdi% z%EcASmtG7jGyQRx=>p#8NGNGNt}pIVLp$-dHI`yiIH@`dwfj#t!aIv5)*;+%D7%HP zTB)hH&J-=);B~9wPeReA`jO37Q)Iu~kO!p4)+8VK;4To}?68h<4X$jBW$U}1-GbDp z>jM8Bumyz0P5UVB(82c3e}r&_c9x4H4v>or)5@{90G`M&b_f;th5-;<%2|}uIu5S) zfDO|7!nYK_8n^8Au_$0!S_?jdlpnH9@eS&QT5_Tv?*s0pk0g zflN*xFTl2HzNxR~e{aiC5C*I-7SgkwoMWJPyAXhv{b@pYE7W7>@-w??Ca{Vm*D~ef zF|;zSO`(Sm94knpI*rvM6wxlN=ta3-`^L`NJJ)z*j<8Tgc<2MBT94dG>WiXW7e~`W ze6Z!&h7Tl;^en-bgFm+hv}Mo0H%@Fstzh2LFE7V9o)2x$e|sl>1WYeXs+M~%w|979 zR%S{kYD;7D1QA9OvS-$kN6+_m;eB`j{pVk_)~(JN^8 zx!OD(Vc0p3UVUzVA(_1V8%2B`-T=9RdLdTpEv0!bXfWf)Y^z03+$*9vl?!r>jcl;b z_A0NQVik9IfAC6>S?1hM&)Zj3Cft)!4g!kf-^w-DAYLU&4a6J$ahm=;{6M(~W5x4; zIdL1&g>ck6yu%o+)5Hw_-^1pSyuC+146$E@R(~b`rGJd!`ko$A;*0;iyH*->oVu+2 zBR4y5edx7|I7K6!d;I6oDslRD4K*L3_DU!)wb54!e-_ff(k!rRISz|o#kqy{yE}Iv zyaVTg#ncTFjMpZvPiT9T26;J^4=dqz;S5=_Y9JOlm7xMpd2?+7dQ` zEv;#j!i4^Hk0E$!u7fyb0}e?aEOo_C5ha2~2y|NSF~eWIG3(bDt#6*uYZxYa?BI10 zsfI&F$>cWqh-y)kmYAxLLe$c0T8V?@G`V)ceuG2(&c z?pVRtFpkWf0An808~K}^r@>$q2_sJsf7y?$j9gdP8p9S4L`;yr!H@-6zpWq5 zhw}V4sS$5`PN>>BtzvdsS3xka9GII>HIA ze{qGZK6N+j0z*6#nPj0iumBvn;o9s+d&qo(+bagAFEE29I=y-@_*YFA21$VCy}~gY zlT}Dw@O>nc=T;8q@O|>iFfPTp4_MAkahL+%GMIo?3TK3Za$LIiEtm!PahE*B*dxK) zs?|qTvH!#Pa8tI$mzA;aQfgXpdnOb>f5&`V{mSu;o%48(r6K)5Gu) z8aDp}$;6^CvE|vyHKiu$;T)z7RT7luBgVy?i8ek5`-E;RSHumKxUIadZpDB!t|`Z* zlZkJ4FGUe6dJJ_o=i=NgQ?9q7w0?4}AW}Kue-RunX3r0=YzXenKDaAcPQl%X^Ry_5zh2J!G0{!x z-zPfILBugzrN!{r-#}YD3!yDE>fC$SR&vLOX<-AEOWR?Sus7(xz52WHI>^d1))gwe+z;JID5;<`l zb5a%*kbnSoaMM|QtRQ;6hE0|PD{Py1-V@ zrC(q$cqFe)%3H+qof~@@e^}cLuX9bWd<~$yfJ{ANw?ADgQp|%ye*!u*%;}^@MTb`? zY@LZvivUVMwZCY%ySs3L9S)C zq-7y;u+kQ8b+RJuY^P*z`+p~|vOX&(@g?t>GgjvOeNzhtapL0~c()We`hUi0nSBBK ztN##^intD|GkIii43qG^Ku~z%jTE{Ul&KP79{gkF==~vRJs&Xn|I^%=i}SoW3+(|h z=Fm)QTS4Cj1xU)3I5?u_yo0D17k|p2mOP~d0CAhsngd1@y-`-CV={(Ha88_7a`q}| zYa@8*76cjrBbEr`ZO^?1#aC!=f6~5wkAdSwml%(x!<4+QdYLyV&o>oBCEf~2s;*p- zx+!Xpg(BlmZx3zKE`P1V4W+UDAHLP~yrv1(oALz)Vj+zd71Mg&miZn0_XnldJ<xvlp0m4DzAYSa{t?V)2{P{i@hVI0;boqIIK&rhmk&7RV$585?`*0*F4m zp#Ffn9Z^-ugt?*OD~ed0!qnO<=!C}(6w zYg3v^91)YR@0Cl1=xMK;b}Ba?N&H0m=_8(}i$c2rL0^zqistj!AA> ziSi@#{w3bZT!0XF^XA`hywgbB6Y#$s>h&p*%XG| zA^l?7AKP*xoY5sE=;~pTj&(<{?^UWRynw1qRqULBjJXBmt6=EMQo*(c$RGdbyqZG$ zt{svPH3wS~ZiN(`0n%fln;iR6&$Iql32e_U09=a01ihIcv^8l%4dKlr;rj3o1#W;s zw#Pn-T7QiebCny)lxE!j5kL_|P?S0H!)=BS^;h*l>J>KTuykI{vIK^KQ=Fgv2puZx zDNgQNh&9i-j&VkC(LxY&m5oz17_M@>h2lnlA14zH=k}#rbMqRH@DQs9UGOnK%lAWF zAIN?-qc@;2D27ZfG*{bS=7{6EtAsjeE8BsS%YT|MyyAJTI%NK%zAnh>xd`g4LF4&Y zeLLMrhvSmvb*H?>3&5jJnQg5AdI?Zl1GiWFfRj@A6DsHX+Oahz>ucQeAWUiPyLw}| zz#^Hq6-JIxunpJ?d*ljg!oa+p+_iG?K{=(^OEpROOv8wL3NTO!;NY7@ip|7SM)nIFr^Sw#*nTN zsEy(svZ*>DhjUXX#p(7=;#lL_Fp*~k;-hcFBTE+_6wiUK!fGARs6ZBI1P=SMXMZBA z9g(@5A1y8$h$-R*32gUL4K&7>eBAldWjd(#>kHv$k7sE+P4^1^&}cqw8o$(G<`jq% z@q-y2DmYxcJELp(5k~3+yKDS*qZu1i6Hy~Cctsv`$dmHaDG;0MuT}N1JHDh=(TGtc zNqaiTAZ_+c#k1PiRyNW2pBo$O9e;ZXC^y!7o)Drm0Q|0}6CrHrU~JW4rl_2=1$>sr zVv{pN6MY+esX~d}YhpA&BPWxjqV$owLIo!~D7OLF+xX!|0{(sxhFx7}8?qI6QZR+T zjmF+MG5NLJ$#skD+GPQmw;#UV#r0*^(`IvRWfV&Gp2+GH;41^t3k*#`Dt}jJQ8f5R z(Y`?OxG69t$T2133-F zSp#f8Kv0X2;Qh?~kFKCp##E8WSDYOJTPqJ*fi#R@Wgf_3vgcF9l`R@;#7+iVeg7)4hS5GogLN~CxE z_2!PVMQLTSgLIFXddYmHT;CXP7*eh1kQ>iiE?b)}BTny>k|&ax-L%x0(TE9NTN*H_ z9QDxC^aU{5@nI=@mVfc#G^UM2BN)Zr8ZzJ61v-UIiV)9fQT0Rv5Y9Zd*lT(@m~|&5o+|F z#>T)vTz@A`pIo!#MEh3a_cmaPsSVqfCP~R2AS-{GwLUppktkoWf-{Hu9a!ct)_wqv z7hV_1{uHiA_!7D0%9{xED|AdVt}usAJ7x$L#69|tX(fI>K^m9#8XMhHoR)2vc4Vr1qTrnTQMtm8CYi51*WL+pw zRE`Q2nW=1EAnuYq2RG*LheT?%J-mpWtSG@et0t+Aq@w`w8q|jq>w&OJcCux-|1B;w zLF?Q#-jGUqQhY4Dd%*`~ZBV8c9)@+v=&WWL8*38rSeSlO2-1OLwP~KR+kz3+EPfvVEJ_J?BVMMJk)xn01HsmNIFTt-R5I%$ zs$+_*6?vs0fSBKj;dN%YDoMV1O~B+K-!Rtw#bCJZ^R83j%KujDDMUDeApVrYa&?O2@TituQOH>i=$L?IIMlR$<*mb^yOGrs1@J%Xj(`2> z;2gG5yG}0V&v!Dcekkmrw&8sXCNkSf>lnpb1jXXlRC@knW41DEaDV3&0ghQ}P^DJl zZnQ8<2NtUk4L$sY9Gqb9?+d%cfY5)aLr$@K7h96~UCy~}=NDQ#TJQF?_j})0iHpHe zcqSn(+G)f4^&m?ytieU|>lDLm8-G0T-q=L|eJ9`EZl#g{GIZ&AgCvGz+C~2-gKiLN z89|@$4+0pVQTwQ@0 z6WqJ$dpmSpBi$)?Rqs&~`R6OuFdemyWH;Pho;uaQlbL4gB;MqZn<^eYN`C{Q;7b$F zQ>Qy9r_C7vTuM$a)7c1~V_ZJnoG(EpC+1sma|PrKlAynf@?rKRsm|*zV0M5fsP#O( zC6W^-51W^2gH`Yy%ueHnTiK;E+a5W4!Er2Fw`^&DgDCbV7ezgt^r0ion;#kJP%exE zo;H=KwEb{_!6?B`h0<6741d6hzj;Qu0yk`$9K>9m5%b+(0-ccHLzV%qX_p*Q9ECPD zGM30uOv;Cjr;|hvkLs6tp4qTowiN9z%X6*UOqDX8-FoxxZ7VhA6?W~5s*rEy>h3|-ScV^q9Wh$o>A(1f7)BVmi(8k|HJoPQePds% zl-->4xPt>yibgw*fJSbr`GyUo-u){(M7@^l>Hdhx22hKl!+%E_sXnn}fIRno`6cFK zG@sU~vRR4G^knUv{R=XaYmo~Hd>~n?DK~XVu5REWu}lH+&6}eQ5^ogu+zFTH4vH!n zRE7+HgXfivR~R)0)_o`~D|~oD3Yka4TJQ=7@$g|6siovVCSZHO0SWLj*by8r3@mY4 z(x^#-JzQSXY=76~BCZj7K^5?gVCykbfDme;nxCBZ2vVd80zZW;)E`>^7GAD4nUpzi zYmsqIT8KryI54MX-oAY}G2ZMWj4DGBDS`Jq|I~l)zdu(0E@JTv;*E;oF~Ng_cmm~A zlF9}a1?&A08b$3vdNWt5%dT!c<4oBMUXtOZZhrHWD1UUt;uk?#Xi}<_0(d%(4beHw zf?ATg6Lz7Inl8(I0P8M{lM+7Rp^pfjoqOnuPw2Z>ITP{8agD-dh4vCNQuQ zF_{J=Q6SlB>y~)caV`=dg-Uvh+cA5l5Q%~0-6uXCo%32~TXf*D=B&s#vB?!R zTj9t7OMl5WVjdb$li8Df#Bs5+V+hoOX6);zy*pRG+N-8wr2EAkM86!dB3pIJbb|kh$Xm~ zFCrEZ%1iVd>+U~GO#LVwol`m|71=rM-hJuwNE{&ff>NUM z^?&Dbb{LrLEYVPiw2`K3M}nLWM|>eAy&!KzPj;WaLCV(omAN zAXr#SBEOhj3{iffpd9mFOhDd85#x~Cv5J(W9xXV`AS1x{h5^}F>HOa1BaWPZYVmg1BfOsGH$j?AkW@V-Z1k(;aadE`hN;k zPyH1`7Ir8tnRqnMq@>szJ!SisxE2LTapdq->6s2nEwfu|lE zyS9H}wFI$3!`q9)WT~vhziq>i%ztT>(5Fvaj39Cgdf@n*p^4q2iwEqa2;AKH%7kU2 zP8EC>70PfdBMrP2oLR6%L$frp0>JF1CMc=9ejYK;m7$YmZ741#NC)sFUrkf3&C|V} z*p4`YD7HO@8MnJ6I11NG-bcBBZ6NHI#pIysCro=6@%Ce$Q;* z-bpv?1431Vt?>TSTS!oGRpL-Lef_`mO(dKr;8Q!=+GSSo%od z{$-jw!-_FadKnK~nGHYG8!DN)R-$$ZCG2U{#e#?u5Q`4JxC|f|3ai&~f3J)w9=DTR zZEO26s88t~90PRdmW}PNjek@(=q}0Oahl=bnFJ$@tFB*wbZ)`!9g<|(-So0u2IL!} zX0B-*zJo-h+rL2lYE8?O7hDlKrvMhOROee{6Vt$D?4H&e!GQBH7U^w}KHP06?g@vc-sXB8^TgdYN7%pNFsVD^GWE!Se= zqvY(R?tdzZl;rw)d-cHs7?blL$p13jt*H;VLOW~mzQ91VX&oKaRwnC~ zGlYe#^j*RjX-SULOl~!>-X-aNe#@Q+w)S|*P9tbVHRJt_YeX&p5n2^DFhAqL$}48+3>~zKFdrh z5Ma_-7NA_Q;zJCc9_Wb^x8CP6A0UZTEuFsuWF(4%e%Nv`7O1%xSif1ckrK*19(3V~6Xf(;k7(JO ziMm)3K3f;bqRO0ks2nJ7?b9*29Q%Uev=32>Y_ zA5*qZep9f!RzeC%tQsBQDITj{Xu<-X&Af|jlHU`w3V*S~Eu-I0Gn~rn?V^ z_{^7O<>DbAlk>T7Q03fiv0QW!DUX9%ayt%{})VaLH`+xe~*@xEPV3ejdTEJ{GEqR^KpPaB2`D z5t1}2a$X!;G@aJ80&b)zHRtRABdF%++>x5O_V|!_sc>c<+;-{x9yxRI56hr29my?} zA&Q$ZBeCAY=$#llBWDLK)Hq8ODu= zyjy-l!`7G5VeM!8S@>ExV&6}Aqd097zNtPrAAMC5c`iG$5$s|Oa zIe)!%I!ja#73UonKR$m+quzMp1rqmd4D2cuDznDxmQb?|D{< zqa7)AEY@0Y{KVhPKrTqo5n_H*MOv5>5r1$B2NOkc&PFJ&=6TuGFotN1Ztfx(N9TjM z{oXEQ!JBN1PLHs#5vja~9JWQ-DLuiLzNH3ZCU?GYZNLYmua`}>UEKi*SnJp1?R}+PMU$ZJG>-x zNZ?+e-*zL)uMZCbGS=8~k>(weE`PG(f&Wc+lU?0wX-ka^gD{-N#9e%pDDslg96*mN z$#X|`OLo(UZ$)gj)yhd|oWF=kUoJ zpr$GTPubBpSPl;>?405QK_?(sQ_R3M84TgeRs!It7)zqhN*6=+(8loaQYD*te1yb zQs!{Bt8k$&RTXjc`TXHOMopg(F!L@t1_i@)pl$06=P1uT3vft&JEBN=7bAA}|BUev z2qP#}q%WOnF$T7XmRVF6hwY7feN(Czj?e8^->o6rjdUBEdO#L-5`Q)wfv~=-fFPj=>Yz zc?^8)k7)JF69gztLFNH?sS$tYH6B2oL9D<7tjAR(2B0wfDk||B3!L<9sRdG2hcVAH zBM%(05I2+$1g}36e}A($_U*(b%2FvCu>d4On}#}ol`wfgPqanOACQqnk*;1%`nRBR zS3_9Qdq7vZP`0K(7~q+&qVVrs4hJpu{958c(nN$Mn5E2%qxe?A@KG7yzyz30vW&6O z7WVR1F6x?M5ux2%DRx(?ptDsiXo`8Nk06-=v|31e8|ARf$$tZ@%T?~1&X3A%j{90% z4+m8vohF51dB5!aQy@;{A!f#rx4gb^slV9Fc=5{$U7bfvH1oZ4D$Cw08b#23gCVDh&us)vT~d_mVWHTj3C$iaCoj-t`5v zG)fqOYi~iuS6GkoViX0ulF+P=ViitycR?0#SRNVPM1M%+*yhfxJ+G%jj61{{;t*d% zhs4T$?f0`EW1=4bZb{Y&iVs9e26-s9*ZZ#Db?Uip9esm}(7YL|FxZM4JcU}#Ck0a= zm3I=;-*_k@L+;kC zbH`N)FMqqkRiJL3lo+{Oq`@244&jw_8PY|})ORj${80Uw3)7WqC#}dm=%c6`G8Iw> zt|)QbQ%ILO{&OV|si1Dm5CM9$W{2s!ozM0wMF4=M(UJ`Rk00pt)&3Ro^V8EtFZ^Oa82DWq#bsA)&kzZ$BjHEHz{yW* zm9q`0VoNCDDfti6VYAq|XuLMuXe$F(W7xj+PuhInVpxW)#4gkD->XD4P2@j>wI7ol z7k?cIe8J883b0{eIOTuP`%?*?M!gbWG~)i-LqFFHA|wUKAJt`Fh2g^F?GgfGe|70~ zuBIguDLxHQ1<4YS?|CMxQ?QFD;$E5X804wmH#1C4x3cBMj3~s4b2Ki7VyY;gn%Bop zjk_>)6UO=wVW6sjaIk0+8FyN41aff zEG|M}XJHAyY6v>2sg2uG8<9r%zRYF5oo0Dn>TGUb3WVye4jc6vVgZh{wo7Wmc*_A_!994e81(=6dDYC~;m8K|w zu782jOBn8NeTrD)Ixz~OmIs$Xi+`2q>j!5-oj^Vo(!)h!EEy)mX8Atmj2e#PW3IWX zI-3Lj;41k5Ov%KMzZpyei2fbtJCgXDe!WZwyTeI_uW56OCMgJtYmEBZKV-R3bgOI5 zzpw@1mBtl!sH22d?z@=VY8DfMVXEertzJxz(h;*gR$_-i(0fIC`Ldo}Y=7vVE@}-$ zm5&I3hlZDTZ3N+gkdN~KaLbu^l+{zmeg=PINEajwGGx7)?s_6w6!ZmvvP*_K!1Ipt+1_t#B zEc{xVHBL+=s}+ECHEg6EmWZn)6i@$FXt7%8My>NR<>ox7L(F~$lYdmjxS17Yi0p-? zA!uU&pv?Q^xV?yow{XAHYe+gg?-s0|OFE3JY>q&@E;C=~rW6Wbuw*TP`C^mpaMu#6cUc{7x9&-jDH z?2_^m%FG#{loZ`u>Et#HNCjn6RKwR5*EMU;2m#x)jMFtgytiQ!o-)0Q4pTxmgMUu{h&5JspYV4q{wN%K6(1X4 zKan~L?Y}K{VFXh1?Ic~>|v!^se*ZLIxjGmK|XnPJM1m2|37Wfk~+j^58 z`^?@z%YRIas>f421!NP~D2;Z`mjkq*V^@7{^TJ&0&Gi(r=s-GY#%L27()!Y*cbSqt zDHT{+M4P!TB7{EBQWiP+0~Sxj19-5}kbfh7{9uq=s2}4c%6m)Cm3mt-58FLTQLH`xUAtG_4v?{gPd!31$}+?tiG({ArLR&EDVLYK!%l+v68$=s`H? zRlW5$T%?r$LFm9v#TWLte;V!%ZrDG?Z{-}^-gFI|RkJvAWzMyn z!xZ1=WCe3A2whyv=K8mj24mSM%D(#5pa=Dx0O>krGKh1I z|F2&KOh6Mpd$vRqmoiHn*w7GjW&_JcD@=FrlRNrUXDCOImb44?Fc|Gx_Untvca>!K zp8~CW7)4i|vk?Ljc*u14>K(bUZ=)hTstOupE_R(#5Qz+*Bj_(Z@?T2SY#lZtsejus z%8fN42FkR23eySyt5`gn(<(a#xZ~s2Dbr0Im{(6#<2(MhaFdi>8J&>caDrNd*fGoPWF> zbJR8uBcWxR-X0t#q9Zo3r0z({a)05ioKjR-Fse$u$-N#KWHqNIqrfP_5yJPD*EL~W zRUyq!udS3|olysK{VZMIA<_=C}qCp%C>hi$?wMU1f zt6aC(v9W`bj_iS1KfN0t@+lC&FCh#;(&5V-50qGgC9RMeS+|SWF9(E!5$P*D7uNpT zM^t$$r|ZSErkq=bKRI*xv-*H=eV~1N91pKVblukwcKtBm+6;ZZCRnOVS5C14%V1=Bnr29uD z9P|fHZ?g$8r>IFP3b&;fO~aHP{lNyt%A>O&{tMxs@Ol zpvZEb!~}4Yywi4WzZ$8e6o+-#I<5Y{tgNXis?{3i;WUuH+{rKwG@A9ee~@Dw3AvCi?~`8RqJ;hig??Rg54yfZO6getx3$Fn% zTG}0@QICuPAJOuL3*?WBLRy&jrUX#fLsPI0NBtxv*uAPX8oSF% z^?7i(u2p#+XtSQ@tQ)};RzGzirLuAa!|bnNEa=b49t!*UmB{};9NY$kMo6{V+dYIo z-`%1CWNZ`tOMf7@EIgAkm3^(i$juNdRTcy$7bG1dBl(Q8MLlq(cGH~BNhFS z+q5i+ShDJ~tV;XdN&bVz2bR}gMe8;C($)_DaL(nHPPWCtDK0%7G zXTt+`tlEWpy`_8Y*Dpa03XWlLQdS@On(jCjW4=jjTceiso|18PA!5?&{*%u2eeBs4z;D@^$+`x=Swg&C;)+XF8%5P z9n(owA}WxYiO>Mz8@{u#Oq}24An506>HTKJ^&KtxB(oiF@WHV4OEXcD4Hurb#z5PE zHft)5Ke^j5=YC03nczmGzKP_{*%;$e34f<{#f1_KzkMBK>gy*?>7G?7+DEDVlP!5( zoj{b!q9~#E@z#97oJ8Rr5pw>rkbnPr76%#p-)+5)34kShv*Evj8hI;0XyV7-SEGEqCoG-jF#BhbYrt)^sj(-pa zZc^sRaIxCzMY>%vZXvM#?|~YWlT9#EMDr}`iizef1%p&Pd^o~sv5 z88c_4h>D7Ml(ZeM6CWg`*g3WOmwQ4m7dOCW-fIYdJpvE9lXKT+Yt9n^3nbxcNnB|G zp)!>*=1~E-Eu?%wo20&s zStiOPxXl5R7$xG+-%v+C{VAIIc)cab8WSpxonwfMCBvO0jKXJdqPRq%OS(L((CC~$ zid*=_MibrTXws7kS$rZA6jru}+f|vGQleuAfr@w<2>1erE2oDb7V@^aTz|DjEV=M~ z9~rYo<@%edf2bLa?H?MU$M^QtUQ`B+>6$ZZB~k9XQ9Z^NAIa=S3?_DiZsj1kWzuU_ z0SCI$Bl8nx94vsLN5!Kc@0S{-J(989epbFW&paG+RqCY*=Ogj+7n98n>+LkV*gP66 zR&!X8Z7XNr-$Et+;sp6-2!94oYz>4~eXR$D(+gU!tcTdcf#zIyxI=4mm-gC$sJQ>< zWC*+U;uw%=1Vuva?vY_CVaS6Mg7(onlh}13c>Xurk_Adg2YiK(n?dfip9A*OV_1JL zbS}OXlKij1j8ku=m=N4D$~x~&lst-#(SwJ9kEQ_CgbOQF4L@y#Btkx#6iq=VIc_> zxMfk14B_PO)PcN;HT00EC%#kszaiu@`Ik8i%@ZI5nPDeHivzmpG&X;pBm9NE-8;)N zFnEy7)jWKas)s))WJXp5M#bk2;I;VA!BMz`w^4o^i>|+eCx0nlRqkFy019fvRFCr2 z065$v{H5{9&`=R2QA$8=tgpe;*aSk#Bp7X95<`4VgRbOpywcgRp8M& z@=+fi9(D80NLJZ>C3BZr9(q97&UTPC+8s=gNf39d7a$1tD&#WTDV==elH?@hYP56K z!IyS{O2Q8A#DAKkozA`BU)a*~%%s7NeZT65){B1Yu-eb}-iC>yN!`2NBvB zCHIA8z<~#5ujd8peH>G=fOWgOYGT^k;MqlyW(p0w5aVqjr=i69K9kAphCC0;hDbgh zRI28Mfa^Wi5F@UOHsl!)qlU;$FT({m(1mDq!G1GbRDa9Y*PhHH>fQwJbvlVC?yWEv z%uD+NP3=i{j>vo6kR|-4BfBs;d+)`3EtR zm+lUE(2)E(;3|m2oVjUD^$qk52ZTYHmT31%`hhK<3Aqu;j*Ea=m}(1NvL|-#GhDt^ z`PuYqbbr|kIntTB?X+PBUfFl${lgL-4&PLQ%ZESWBAuT+JsFBZeX3-MN$uh&@{_wi zgC+Wgz2^SN(5#HG{x07@lxlxNymV$Uci##h<5x$r#;sI>baqj(Q#rf@g!kHJ(K@!e zl_Y}UwPu1Z0^k_ZpzUSzSw!}v{*umKSzn` zIj(OP9K!*y1TYu>1yH&H{;nRAAz7ZkDc({PG-md0x^z+hi+8!yHdZp%0CYa;2;Zy+ z6q>iYydz&yd>}ik*Mpo>ZmtXn@lfeNNzse2CUEyD0d|fGBN9w)`A63;$eyj=sqcU9 zbALq?gHO3kP60O@VILnsUfw(|R3R3AdTFLucgnq%Y%oHwOE4EwYmaOKT_K#n*PJ1F zsC|-4r^sSWt_lN4Js(V1#_LZ|uidZ6bRMa9({D<3%roqjDj?87E{dN3C>T!@e#-SM z*zIQkr5_x!6L2u$=;k?T?cj)Qyu3KxAAftFRSF3teJomKnpp$D#gPxbpx!EN#6O7? zKR6s@;OTnT+Jgwk<(bJJAOH-8(bLXj6%tHO>(wUg3IBSZoDbxg(5@K5bYLbGB{Cp4 zPZhk{C}lR(-0fJYRM#zbaqNaC-Hf62+iC@Z`>QMssYMEABEf`g{F2_DGqljqF@LdW ze}`faI9oqVeF30>$ed1m)^Xk zuuf?2JEifMt`?`+|JK@rQ$G;5M0KJAt`qrc4Rqt0=HrPNeSo~igYO`IN+fVx%^e@S zbm<)}z=UR+fnLFib<<3CEM2M@d==3b6X7KQ8hO!Bw*yoAbrnn5X= zj!14;aO|WO14GbgVzh#z6pHVgN7e2cs=_JwMz!4&@Bk(_w+PE>x0my=1Ha5p9$=o= zdC(+LWdy(4L&mvtea%H>;!1JiKUX!SGhr?a2Z^K~f3Q`ynL+Z5XAW65SAT6Hz)u)T z4?@+~#9HfzpAwct>UZ%lVSr~@(^&#a|9-Alf+>_(T}|lg1&+ipM=m;JX%T=-vPU%H z!k(?1?{VMoW$vvf{heXGW_u!iSrNi={3pUdFmxImnd9`_2_mJdYCnQS6~!PJb{Ms? z9viC6h1^0M>}73*%lljlx_>QXPQl)(OL7llK8|Ti1dJ#XK2MV8MR%SW0RhK~=LkkS zc1ZNRlO=x|%u_4eB7PXJeZgs?8qp(}c$*?`i5y8z;}F@_7g*gMw>)q|>uV^4L)MN= zOApi4qy@k=3E(tQSyVa?R48Y(Cdv`9bM+XqcWy?N#|pWHx<{b6jDPDsD(L7r{w5c@ zv*$yx)f)2>lkhjePO9QE5TrgU;1t@tY&kSw0y+9%5lho1vB~Ea4XlGb96fSXAA4MH zr(zZzozb+Kd5b*g<48^B3My?RTi>^rs&i8xbN-c#WXIe7K?vi6Y7v`ZBdgipz>pOx zAjw{{GyA-@fvJ(K8h=QOp5_tPD3#KHPBhm(5|oEB5hk(Jo%QX66TZiOivwzKH;4<~ zycPCVDhNTK6p~jU0Q4T@3k@k7Te3hJ^DD;}_?B5@FK`J0obSN}jNB!hA#Zjdr%tP7 zqMO)9;m2rS4(#{2rC)KZ@``s4=Li5G6piB#G>AnO*j4Jnz<)H=VayOyl?Erco`VI2 zZyuidu?4|HB}AZ*RU(PkXWT(U91WLWBPtvIgqTRYr=ws2N-E2L^cJ_BzZ@sOvG#!$ zQjs=pFuEHMwz+Qr=h-xO=>&<@?|pk`w%iG(H^~xl{Ocz-sw~gO<`xi=T%+))Bo~3F zSNEjQBAS2Z!+)5rV}7sxcBS!rR(=Iq))@FP+-4A@syomkASm+|H=#LbE}+P}&LMTKk%!0)HW8z-QnLj(Hi>o3k)Uswkq>8Ww z?nwV{$}?_Vo|FmfZ$ZDpqchx?H$)xXRh6`M%fF5(-+%AitVrSCLn!Q@*8KMW#kXi8 zl2I5MwQGn9U#VC!XG@eHvG2#QdB7p%4aN!1v*1hCjEKY)IeZ%m^F(!r4)ov7X05nS zIQT%vKebGdZSy>ssO-WVsA_!4k)e`X;?I@oC?|*PXId1bZ*rO4Rz=-4QX^~^i-`)E_2jn8j`?ud=qOd_Q=2oZ{jopY)Qr;^* zg4!GC#Xq^52CZATritx}HK37GKkxW$(HVqwg)MM@L@88_dLTsw8$<0+T>-(P<}3AY zm-$S9IC!918^-0gR1bC~sNka!561&2hQ;uj<9~@!dHsYJm2tvznTt$hs6*Gr7C7@r zIw*21>ETa4)ZevgOZPcJjET||u@gG69%DQtlbSXl9t#>|*sg8s-VaA3nk-4i{uRRx z?j!ZH-)x^bDtwczUn>Mn`(z?9pIzFBtlA{aeUi+qW{K0xi^0@LXaVk)Tro8J9baEe#69)&f+|r`!fN z$|0ir0fL7UIbp00)1RQVDEW)2gm{~nP}4}nL8g-Dv~6~)fkGc<2_Eb_9l?{ zc|DkPcU2FOM}&aty_ICq9mJ7D#DAIHyvl@EPR3S2QZg7g9c-<^6c+5gqlsa#xC++G zufMRs)a|;>y9U*+k?}i|D%MTNrjBQ2Fo#jWYXNG+U?2sJtb-1rymJ?BPz<9J*+rFx=~*=G@VRu1icF|T9Yv}cM%)nFMnzj5~sK( zyxCSytUBp;z5+@d?QhfAa=F_r7!49BHumOGII|W#95!EgB2RgrMu7B%30daV+WF8Z)qXu^>ypjnu;K zFmP5&gGLHy6i_CeUhX2iVSlywUy)TTjca$o2)-;j%fzgjsqk$9*gQ*teng)r`t@Qh z!2iUa@zBDCY=PZkt2JeuGr?nvY8w0ej!P&T;-`UedUj)2+W|yMf50uGGk*1dcpZ%1 z042{N_h)x4hUs-C1oknRHcDVshig__F|yijAOhF1Z9)$03%lhUl7H9Cl@C!xO^)Wx zto&5rQ_P&EHOQ__V;)uT0LofU5aAQRLZuatLzr3a!4FUIpLqF7=vW9^*miDZSj!0+ z3|YGtFXL40klH0}*0CT)&fkK{-QxpqvDR^y`@z7O1fhY(WKl{tgovg$g3g_2d=8)a z*#OUhYj2-+=hKx#27hbPdK1btyU;LxqZA$LnN>iJX+;C8`#Ij?@XpI%asgMF^$2BQ z%^qcmgx^XDfdtWztDG~iL1^P8Djr_n4+0(}35a_H4N=cr-02IHOuY;MkwQd_- z9tMqiBT$i)MZq)rI>QX#^5`5)#2}8<&8tv7@DVH$C#u}8#}5Hknq!RND_P+-1A8VM z&+#eV%y6J%cYo6%k;03i${}P_c+XYuB2xi5WPEu4=*$=oa$#p z@~?u7D1QRqUK5A;8GN#$ZncMc&*S}!IMdseu5U1T+C+0%?ceUfVJVO1&} zOr^sJ(Ai4EL^`o{v%I>nE8Uj_ANufs*3&H?_36R*-zy)dbgMz~-3gdp?B40Mwb6b8 zz<*O)yk6-6LpYI}Wg_;m5l+`^)2#y&yRciaN zhqMx9#tU`_kXv(k3IG@{&F1`Y^sl6l6O0P576@(bMI|K%&MS2b^%OyDU zbp=wK1G$)T{)2kF5cmp{VBJ_Xt-&hf>`ONA4>;<$tE@wXhgf1A2;DP_B85(ap7HKf zj^_^z$sL(72}y;&eO+%RQ94l0a%;a!ekp%z9<4gx#goqxzTwzTd;h&{+WwP0f0zKy zE`fTcU#nTy=3&l=$W6ieGNia)3`Xo%8-P(#uZJG+~P z>ilFglc@KCzl!M@cViXtt;Y|jzEW%q#%C=QJ(V*rD6cnXdhPIBs3gz?I7um69oKx3k;bj_?Uloc)M?gv5*eN_7n{|k2?tv^LD zzXX|mX#`Bv-9$6*Rv!rFpE3#s2db70{~SHsM0Z*`1-U4U76lUqRFEImz8^%hLU#nK zQei;){XWxk2PqvI1@Gz};Uy9C!gpLpPXN@cRW%#`kr@n_3G`$f&~UBw)RceS{Fm0> zynsnX4C*Y3a&qf-9BJCb+*Vfzc#L5ZM1)VS~0rqiNW7~rI}+69UeE2c$*+unmaFLZ7MLsIiHNt5(~yB z&m1Q=c9{6FE-TWm3w@xkOA-H%u6?t4YM>+bCd3%fJ404^;}`c4AS$ea&}?&M!i;b^ zU74{d-;1v|{d+h1umvC#+jVFaA_b5n5XZEqF_^v+pn`+15YGtM*}h z^C1mwqr!D?Yd%>3+8;`ODOWLN5CZnoANitMF^@;8*qsp4e6$6ESU%RzL9VZL!B$Tk z;9yum>Mykop{5*a&ny_nwc#GRt`xN-wS|S4F+luyjJc_wzg<_D4e>xO@%|XA1qCUi zyke%Wa$o--guH*MH=l;Rvx^yio?8OUkrcQYzR5X~V06QpA3WN0khlXOa{1Fx^TRh? ziRGvSxqXEx2|WYQI^Kz4bsu2N0GWJouDAenbhVQQu9;GMM&!~cqG5f*8m{xI>=H^n z+K}XT5KNI@Avc5xcM~=UFx3JA)6^+HG^!=hHXPU60r`KcB(wrpcC!vuTun*&Y+%}Q&8#FW_V^D*05gG0E6W9Of@srwb3!LI)6^(hS zp3__?#<_n%fl8&DZ3*>%2tb2(unUAt1rO*q1>II(5&l8rRg>1O>)pk4J-sd8v~0=` z`Y%-UY#1K*z)g9KHLLuA5sA)5iYXq(#C{w~;$h%0)`rS7m=_9cM&e-B3S`R+%%{la zpu4FQeJPGB<(AV{DM|e`ttrL9CPVt#!U6wneszD1dLu#yceuhK8>7zjZC%)Rs(LNz zdoznkgqma^N%h$=ZLx^jgy0jT^~qU^3JVL!TJeA_&8o`=4AmDFqOnQXCjpp zEeq7zK=O`lPC*8$6!dx&Xj1AGzt7AJo27yBKi=r4{xSB2hNFCp+4Lbgl;A>}y@;3q z{qlbwksM`Oc*iyF#(gQS<*9e@EM|}eG5TC)FB_8YaPa>qRxI`~W;iTx=SJi~hFmSk zWj`@3#9SOCX4%*l;M9d`?2vnQH~h4eDwn%045_fPpErvHAl67Dd$4yy`%}VDkhH;f_Z<3SH{J8HnmA4&+s>`*<<^v)3>qv9bz5D zVa|<=(greP>KrR1JKsZ6@E_RjMb}hCd(LGc0swxX=r>JX&pE$Q3dr@Qf@!vu)pHCo zO0``d%Q{}PE~Mqja|^HiL0z@W5Tz^S=KB=M&7eR9YSL%Hm5StM8F>T{L5a+<*{OdZ zDYS1zI2)93Zo7o`JWDkPB9 zY`Qx+`VP`+Usv4AN-m-^x#}2=EN7S`exwzh<)k=CF*36?ybswjJYQCHb5L3q+t5Lo zTqM!%@lXy{|MwCw%jRs-wi_1-#$BR<_)-{RG|#yfFft8IzDx+G{aX-iA$osjF_OUi zCRS24N--D%T(Y}Tm4rOolpj$ZK;1MMa+%Qjuw-)6%h5&?X?-kgO+qU>1oAZycI#{d z3vpN^`}%6k5Dxr&%d%V%B)N|q4s#TRs+4}+-Ecz{7V9&%q? z!PutV6jmm(^dQp$Nru--6M=slEKfv<=nYjh_5-FAgefU+Pti)RM`8ZhRA=n;M zpAf`=9Rm34_9$GS%Y_VS1s%V(fn50p5F-lGPcWg^wK9SzDmk;IngM_FXr%Ak;roAg zvH{zWp-n$c;p$?2Td{-=+7v5SE-`)hGzmrqD~da}fl!}FKXWJcosHSAkF55Z!w5!5 zAs!E~j+;zneGlE|OnXDrczk{o zpz{etWE#RfQcYDUf4T2Jm>$Gz-`)dB5lY=^S6O$K<7^dk?Hgn)dV2$pE1dZYUIBUn zX4fFFNzBGbB;>N_dY7z(;BaFVi`xc$$){=mX9k=7v0lB{`z26$b%2`%^0LWe0VInb|i)_fdRQwe( z1b}GHk1@xby; zGhfx4Be?VF`K~5T${!~2_e7x9O;=y-b_Y@!6^xw0(h)AIT7q9UkU369(83(nlyFgUKyoMNlF;DlZ$RP-0JmLmXFP_ z5PSJ0RSd84sqxRDb`PsZPH%4(M@;ZIs`WgjUZeaL+*i_!OZgS<;nTF(Sx zp1L?g;=bGbhj3^(<%dd9rY&6~k)IWp`V%vu_ym6$XBG7-Ngxp*FG%|P?yy_}vp;A_ z9@iZM8GwJWfR;=j0>F2-3^qnu?YaWyU{Nqd$_^d6d73ILcXFg-17yA~g_~PqMfqg- zW{F7SX`GX3&qxg+K^8XXf1R3a0S|5_rOaOsPc>EMAM-hOd#WAv+4y*cQ{-z2#u@ z%za1KtqXfbM^snLWIQxnC`q(l1Cd4ddSv`h(#agY8gt=8z{s~SWuAIFpq{zo9+xtJ zF7_|g*kYITW;F+7fLhBL%5~>Pb`VyK^<#f9I~>-M0H3wkRGj=$3(-Q>u(EZQ0ds%z zlQ4n|*UPWI8V7XaL;mfkd5{V`u)sL0>0K68Zj^0deAQRa;Rob|ULlJ?HX{2f=Z@rD z0SE8QnkOHC3}?ZEt54rQ!TvV5Y7!tAx$oS&>G`f8%`8_@z`1#_3|b2zI$^vno11?* zdie#e3K%1`mCJNG?^xOPs_9xJBnQRCm;&9(m6r@}^7IW4%_?&gzI~-L)LVCT9YS7O zQRD*2z;Ubco3xMsW(y?43{QVtLou*q@i@GfU8&k3SS}FMZSVqTvn-B2z|#y4KPA)) z{0M;nu)!7wVbbAjn=@@r%dBj}AJ2b;Q0#CjvPn}zrNSPgW_idE4|#}zp}uIgSoVn% zTcg$Vx%vbk(NR_Wt@88;@oyF>XyMfc`n9yRbj^;h?PQ_TW;UM}?S8gD+XH8_t#KRk zztHS=m5568SS%7^3nYv?9kWRt>bY9yM}W0y)^zdZD(gs419LzM_7fl$kSBj141zH5 z5;ghyINCc8u~5_bpEYDBeY%w&k3D8*T$l^8t0+{F4D>IUX0V(9poDcqND=9+1Q;w; zpxZLDmfMR4ih>ls6yAtwRefiWnii$*to(vnsdh*p9#6bSkh_46JJ59v3&6J>u)`Y! z?XU$%w;vycQfMsW4=wOR&pv-!0&tI7UK2Hz!t7G_IHq=GbeK3|xg%RfRC6})jN12l zoHVSc?J&X z_gK4fgnm^2oc{<^`)@K-W0)Z5&Alz({daXz$AKFt@WXbp4oR?NJWxcJ!J3!Twja+# z^ZP#w zl!6b5HvWP%9pMtGrAMeQwUjYMUwXZTq2I>$KP0nh9$E@bQB??t{FQ|I|% zJsvR-z{ZcSs1bi4>=F|P8_CW8i4h}W|M3N%a8tDTsIj22&{}3>IOO*ohLvr8``T}n zY#9)!1a)PabdZs79mn=YT<&`_X~3Ueb3|7^6R&+d;VM-R0m@$TC%ca-Ps=%59{~r= zO*8z;3-D-;Q&1OWA|%DJrTWalvXB;%?T%Bc0sovZ0vdldEMUR`iVytu5j7gcYA`%K zkCOpcfvw614`&1c>tKoxDD8v0CTtVP^%eu&sld~DZig?ZE-~>7D8qGT0>B3GLj)S4^9sqb?xw13S#0$#mg0C&40BCO>MG*$^S74LeB3(mG3Ip7q35>mGQU`Wd zcA3*Gq*n+4>^psUcA9tf-}VF>uDbgx5z#@&(TvJv&D989;ALSu;yo8K1HE~AT!WDQ z1DNqLBq@{Jt<>CGzNWtYmrv0_2r|iPe-j=2)&%H3&NtWs77_*IPJ{F;V%~!|2d26o z5PyHY@ew!Zxx}?Vug{n!)fbgJx_VkV3Zbm&hfRX2V(AUrfqN&sll>3}I3(y9RwBIv zCudXCk#36Xe5+#*36#Q!Criz3UYs`sUX8oClS%JTFgzl37aC*CJd33=cNKJ z#Hud&K1fP#%*sby+NpNMfAua>FqkWT?yiJeX$2LTh^E3$;bAH-~`gbb6}(XrEIM6=&DNH&a4q$kpP=d9IqPu?&JhJ~;cw z8OND49m+5t{L;wQY(2*|7vdyooOpjpjfgZIFQU8>@Y@Zm@3qw09$bFJpX^@BzC1-2XN|QnyQ?dQ~IRl(kn{^$9#Df98rlquOM7jJL=nZZH)zy(n z!gY}E?=FkWQx1DBAItuQ!YzM>m1!*ESLR6&!FMX@7tl?crDP>lyr@dcL9=5?FHX;1 z;s}skMUKcOe@AwDnYHRG0cIYDKMXMuzd#S>vg>+DTRLGBHEFR<{qvRGE#>A?GItQL z{i=dQ{b~ccq?Vk9gS^SG^H`d@#}I;@E{UpxdHFTGJt$5K49eQN7p2j;FkX;(c}EHjt@`J$qwf9m~kIr zmC1vQw+%pUpeQPtU6ex^(Vaa&j0;;u(m$|ZU`IlFFv1P8D{?%s46i93vmy4o9IYYm zvIk08Wh1CGW1N2}RaRB;BhIoaJ5&|KJ6Lk)=#IKLzxDwKE2IZ$SzSoDPF16^bSOyY zvxKQO>+mM?<0BD&$9j?&(q_zlRYL2dK0Db}&{W;z7 zvTS!5$dB;Cr#E>lIYW>U%OO~elt8s-qXiiwr`|kjf@*)KQ^5$f^A%QF>=wWrQ~tuW ztj3`_|GQmssn$lOo&$gkl#*&DjU#QuNtBmilH5&xg~LWQz1$#j`M0 z53*8duGh{Mox&wtaX9ze79A^!J!&6doV@o=R_$XD#-W8`zZEJHmP&z48RFba1BB|BOY8DDTt zYUA)8!_TxpWKWo{jI!7 z&$15|#uYHHVr@(Sj=CDw$F0*bEVt(yiTP;mHUwLc!NQO<`6XLx8kngf?eJ}K_j+u7 z&V6>x9Wllr?2*Z*^}7kI*A&ESZ&?C#nsuRCGYe`Vb^PPQTI5xi+&5CVv%|^p2qM2w zOBH`AyRq4C(Z8{`8D=dPj&FChdsIi%kS#{DXJaPYcQMu^l`WBkTvdL}x6N+PC&P-* zIU)N|uGU$Znq(2t)$L+Cc|rm8hzyh0IpiFlooCcNbOs`idn$T=&*vHW=iH zI)MYz6|=%a)|Q}#(s|izqwKEEwwfXQr67Ma`#=3Y6FNMjRriYpTL9)Y64fLoIF zZtWf?p&VR1Fkp@01jrmc7VOI%Z|mN7hARtYF097Rmzt*xn=;JrHL~AaUTIlTURl5m zqHE`+b!8d3(KxSs9+$=lThg?mu6(w&8>3(?I>|7T*JxpH>mUseRJuZ;*=KMAsg!^F z6}OQ5NcSLn*BIMBDl$;{jKY7Kl^^I?X*v$R5sTnscvGC>&RrVIRSEC`w+$08Y(}u; zMc5Q?Zh7~dvK{J!^RXmx}!>RLtbNnCSH2noYA5D0(itE@H~ z2`MB}b7#Nu^M?Ijl~ncqI!o<9V@|21R4RY@TpP>CJCfBKiU3z)f6xsmh;*tK~B zaDKOA{4b$<0+6~O7}XL<#0)_I*$r<9juNQ8%$qh01dF^gR1MJWs1f7Db$JvH+K_zb zr{M7WTi~W_>??*Q(AsM=eqmrxEgG(5K`?6D_vjjX%PRxgmG^T5Q(S+m1LkOuTAEsI z0+LoN4%gtP??;c(+j^wNKb%_@th~+fB^Cu%9V~AXX7`h^pG3}UXN{VCxuT8v1zNu~ z1`qrr5Y84Z@-aznoGrECNCu^dE$vTnUl?A9y5o{cwV-~_712Do+dxnm2#I~QglbLY zeQ8DVFT7QW?(_)g$@YI1BMXe$U5{VdNO;4BRslLeeRAT~ze`Z}|1gE!Ul}+s-48?? zN<|b6*WY{SHmVJE5bgSaJ~<38{W<)jY?LYy2?Wn^9CR2UcSw5YWhNpo985&k->=!s4Ic9CDX6t0yrsSRK;dlQgPJE#!n$JYMqAY)Xyi5*M+|c3`;XL!2 zTLUvR(eevpkfTQlI#(I|p5p(PQd$h>SZDWK&FBEc|EdP3I;9m(b{ryI#C0VIkQSv` zBZL_uKf9QRdaHf*F;3mdu~C84M^L_*Uw!&~e(Ga742lO>y<&sPx41_mokk8&-Xq$J z*NEXY%SF_e)sTPd-09>G^MTav*@++X-^1paa?f=VSba_NGCE^cs$0b4V+Qgh<;Bdt z2K3}8T`YQ_k0YBP5d3!MR&H?ZL#?ZEIMna}k>Bv5oOXacg0s@Xcl*_21m9CM47but zHCd4-HJC62J^{R!I!vv!7iEj=0P!q0bg${{sJe@|clm#dQe%=(9{3|FFnnC4Gzi+K z(zniFG!kv>%K8FMu*RyKPj6S$A6E?xb9i18ICOSLC$+lfuO5nN)gSFWj_FfyX0{P> zEv?j>hqNzdK=nBokKfw!F!wFcsv@+?e4bU-SoRJZ2WXq!FGVTnoGpM&u&~M}=1h6D zvJBafb0vRI6~!dbwkMT~RLB;=OMx(-{~;$9>Qeq-YwqA3#AQE(9~tc9P$C@nsxVrN zrZe2Yz-N#^V`T`((h&9AbZCIs&0-*jO4sK=53Z1KX4*dh(Jb zv+C^`%hEkJ)JLdOxzoqk&-@x_AWNP^!WdFdu@4DlV(ps)?K_q<_#xY((yAceyi^^o z)EI}Ts$(ir@0|4%qK*HlxGadYgv+B{0i>4F9t$INOq{p0f)}D*lEj!_9JfG&u?_p@ zA*Fx)+kINv$X9d$9i<))`~hwN9C}d^Yx{WAiXKx@rUlBz1FpipL65osX~;EOiPJx9 zip|iys>y6CU2Nb`)orUCYIpTnm&a-)mU`7R>E5R+U<0~plr%R6^UvrQRd+~sOLGj) z3=`1=e5jl3C~PFHb{>R9JoY2LJh^wJ+F*agx~^-gR#i1T70$$Fc>$RDz@mWYiFY4z zBXayMKT3D5X_h1mCXh8?A%~85-RwZ8ko$T~asoTt866)N#oVylLgm(8wcO}VD1p%) z7?u83yq#|T&m;B6w?0qzsJBqW{xf75<`Tr0FM#Fs9V#cFgG78@_dg^$$FeS7DtdpE zd{RE9g2JEQ)GYu20ssoEt5O$96_~wiB8c60<+Q25)iyPuekmR6^qGI=6baJqoW@9! z5KB6>V)a%2bFiAqw(*C{;$8}FZ$+uL!U%X9<)N~=_0Ps+gcj-5stKCy?)bv%^1Ne7 zBR>#j1{tDsXwq5?H-3dgiExSRhX8+o@6cf`k+VG!C7RGL@>nJI2(YfU5Sc4L&Wc7B z3WAhHK~zYgO*LOUe3#M61y>S_>l!d%;D1W-8Q^|IhZMR~*46v!+qlkJA@NX(GrS#u zjIng-L~Pyb;?+U=GFl}Z+6}`36lV!06sAs0)p!+ZDYPb3G!!>D3L@5QIYEDJzT8*a zB?RlQ=4c*#%=r}xa`qW}W`kTA9kiN`>n#w}#ilSDFAIF*V{N`*ozay{c z+R_zzyekIF3b|P;YHfXKpw;{m9mK{$VOz#48u?>LXVCWTWlAe`TU1yMLS76*^|b@+;HI|e@| zfzGUog?JGNvoOYO2Cr^9E72X-G=7s+R4;D0aec5z>VwiRJ9-40u{%W+E(JeqH@2x{$6^E=KZl_MXH7eVkxEiBku;sXd<~QLSy#jJNQa8tHOU<)a zOU-w0udkI3qsa{iils%504-$tRRWyW-8gX^*kvf~E-~Z>yUleZ4%O%b4ol*Dtf5p) zoe)&b#)f>ggC2HKzkNPomULpc_`fa`I9?6)%>PucA(tE{vQ zlf2?Ve`_vh*38olhJPCTls19Bp;ADbj^mflZI}sP&fyiK?40{kLCF*!Fug1LG}W&E zA9l z=lC<6KGpLZS`cWQE<%P|9;Of^HS?*Ts#gfLaO$!i$9`-Hx0el_oLN~&6+U4iRjRWB z)C4bim(JttZ@+(tE+lZxehbbnNU2*r=~31`nq}aV7&bNkTRJW%p%3@HiGxZ9tfSvn zETUi5s1P3DrjIIBbwu03G8BA0KOPIK=w12nR@7M zTqY3I-4J=WbmOIgd%>-%_sAEed{A6D6^ZfT6MODFwX^Q}0urcWFx@qJoce6`${wb| zVs?)K+Sp$gSfwB?xjU?niyReJzO|B*Jm4%J{FA@9QeNh%&VKW0R>p-QH0Nk?8V}1) z#x0F)*&=_34eb+&DuE*y9^gKFekRh#^^KnB2`Cy~p4fWxs8?daUTgg0ynELuaFq3K zh!%`yS}0w%hD;kyJ!Xc{6Bt9e*(X~wPL(0oQzpvOtK26@f`s9DyIv<16nj$%rpQ6% zNDwb}Lj024%h#(ofu}h{1<3i*C;$?=NpO?mS7CpOdsRR3yIGK~Q1r5^8S!$QLBHL| z#O)dZWQi*yt4xvar1lyUn2mwt_K#e+Acm{)&-cL;3ss$IELTC&UWZ1BLT0Yv#1H z=`4RF>=#$#aHvvhi3%^L`h?n=-K6@RoY1sa0KWH!ut5yC5el%oyzSqDOlP^XsljR@ zuAhx1r7VOvC0knR`Um(r&wS64_>-hV@MC6`A>e-0Jk3m#s*&eJX*#C z395gy8{a;n3%97XVnyEo3A@Un7GIiJ>KK1*^_X_(BBt;oJHSvW=vvJAlT-q5=}Qeo zX)m7YxR?^&@Y-IuUKJ7c3ZZZ--Q`J2) zJad|MNCu=O0#ijc;A#sNyNw&Mfv10*rT;d@;Xe!e58tbXoYZ_CSr(06E8Cd9AvXvu zgu5lGuyxtOe~2?xiLrECYHmj}O~c}5;asZoczACnDxt(0juXf|hM`W0y{KyDX~IM* zc@a*4gFf4mP;=c51j1q8W8(eTv5DShCT1{%M^F^1#4un^dYL&wcEFASvh068YwQp` zTRlV7dv|!FIza8%hsvcss*~G+LPq(jEdS;>*wpHkxQ@fPYd(jQ=pMyO3vH4_ig_e` z2WDIC7ZKFCiphTpY`_-{JZ=eRNuO%CUd(83VJ2w@$H>gH2=#b*CeAh2w=O*2q!kA` z=~JjjZ#n)Hb3En~MG)M;BX@sWN>&1B%5>Z2OhVvU`u?2UHw|pM z&7&{+Bf*Kg6UMlZictA3-aEy4Rdi>a6tMLI{0QUG_>-nGLUV2K@n$laR(Atxzn+UM zF{P4%+iJ_+s~bAah1w%x$Rn3lv5330ONc4$TDEf;t7beDqk8mh%ENi8}iJsuzL*~~X~);_3h;_lIVteW1q zA}Y5+AHP~J$<C>M~PvGv9nXE1qlForm{_t#zk? zkP4Wj{O2uYNPmAgDhD%reS+!#QYqDIL_EFdFxEEzF*#I-3=e{L~|1ckQ8(U z{G%+Ra-VP`4la~qUbYUk`$;D-w}9x5U}4|(4__*e-csLhW25r@!N>LPY|1f zx^TP=pv)u@7@{=fM-AT|@s?w!eo!tg-}jWDH_3n3`zh-$4##|P_5Hp-W!DeqgindB z=622MU?s%wfj_aJ7wn`ECh|gOG`a+x{8HV0l zVy0i0xh>;;R{nG5>_K|pT`|bN!L>0N-|~O$8a^2k2pOmW*UfN3d`ZkV^n-xfAOxLD zH28ly9HmU-IU=zKt7!y2wGD_m;l7U`gCuza5V?)?u!n5F}a#hdH=X<&9+tzq*PAsBxRh!;d!c?xd`DdgFhxdO7 zY3}rVKs9e59>99#`(OOj6>sS>lEfsZ6ygaxc(J_(n&m9pp!aAfWCoX*-G%AsUM!*p zWnzB`;~6S?dUUe|!l6t)Z9hlUm$ zfBSxs2zDpAfaBpXG~(VFr>wi+7dwAbRhLz`pI4bW3y2{NMi^Wu(*$FT!?Z&`PU9=Z zO!-gq)wVd?G|>J4AGeb#IziBr*IKg~^1m0i2=Z^^uOucpcfp=E=ap*1OTl|34o$ReD)+My zSYd2{@zkuDkYgEnXO?PP$$f_NW?IA33n}FBC1*iY`eM^ z=9(!ZHQ4kF5<%m<#Viip0JyuMh<_?Y6-(zeIs$3$5*h+!4KA>XsU?5PNc(2!CYpT3 zEgmlby2fZ}@~islxZO@YGdDdlO6t4090EGtf#^Fuu0NSA+`2{GfI_wvC*+aRZ zPkb}2!Uuyqt>fc&&j2 zf1omy@0~kDA5DP;`&^yh{x{O&`#Dvdo>}@LP!^!}f6ZqVj-bwL7n9r8_=c%PUbQV*PxzQyP)XD`oLkiap=Chq!zTo0oG?a_Gog;;zV7UN(~Sy@w56GMYq92 zvo0>0onU{LAFRG4E#Z#o*8Ci<4z4Du8))S41qD8N3hAA+UZ+hcJr&8h4ml;DTKfTZ z8??CN0qT)9@+V8`LP4l(AN_11qgHup!{yH>U!eq6 z&5oU?(jsHt6G6&GYBi&xBs=!eGDW^9O0a{EEj@prZw*r7GU7*S-48Sz(^Yf~(+&!l zFJtI}Eq=imdK7VqT`={1Q7|Ztd2vdZP8fF~SSHXZiAG5ZxoDr`>LTfapuTQ04vxl- z78iQ)AoU*?f*m#~s9`r@?i)V4^IHOIl5MbHPYs@}YOd7!RXdpG1~3gTLjAAB-(U^- zy4QcPejm~>aN%-bF-9Q+a&x>Riwn9`vxvGAH=w6e(CSU9k%dk4O^rozc< zn8^UM`@ByP)GsTEw+)%)rW_u8$$dZb&)IT58}OLX78MmpC{ok^g%$GzjkX(ld&<`F zqEHo<`(f5GUu?35O??Nb#)NQ35jDJs^fG_HZIO&d zTOYOAwe)N;ARELJ(cio&VV{3r7v9uR`97kD4#291I6N#94><=7&?LJSV9;s% z6(pV+H_Vx2ay4Gyl`C*UKFXv-?{f;^bPZTT! z_`k$p3EHAD#6h^b>42jSFc$)p$~T zaBBgUH@pNC7}Qn)Z?UNKY6X0D|FeW7u$I=v#(DUGYSvuGC&=d+I4b|CVa_)}!$44_ zHp;&uyxYuGQeucF4#_Ns<14{nSs;N0h(KesAY4XBFq9-CnQJo?-noCLu~vo>Cm;tR z23DI)BIEO9=cKma*{{EYFFD{RCXkVfOAuaA zk?-E7UH8jG9R$gDZhn7Gfn$~ywB=_(f*F6z@F|p5o*lvrg#Fw|nGUP+0u^%2PFry- z>;?(MjE2obls<$A+H-7r?&msLf+#1!yXR-%QoClc2s)KT@y~4|TIC#7Q8~R^FNE$jGZasxF`#ob zacaV+<;Wt#D9C>;)WuSov?!;^7}?$h`t>B8dcU6GLj->`AWRq{Cr$`>gvqM@z7v64 zNs4Hcl;5spycH# z(OG+TrsIOL86m0p1KCQZM7}-JlwU+t462wNTMxYvxe(*WCLd@8MjdCSawohC zJ$+ivkb|42lA8hcCcKlt>s@)4{Zr#)5q2y0U373k?T-YRoYt$~a=VNOC}X*`qtgQ& zeF)Se3!*pmQrglf0%r68)2x|GHP_OGA_)0~YxhNUv60b+PNHr+7?vitlw?T}ar2(5 zryU3x0&stjfL=T}-4)eCi;>6~FGksms_N(*vbzFIFgSAgmvi)!4@2g>#DkvIc^q?j$=L)@`Xk2U61Ix1DT!C^&_iS6A~Q1KouuL>-0k zJQfO`=HeKOddV*}Z@2XC1svfT8@vdTksO=OF&KY5`BtO2GJ_*#ejB8p>6!!NTLbm$ zV06mkLI^Rf>KPUT1f)A*k=c}3O#Oe}XWUIy^U_=ojz7MJ;tok@CSezj4=s;ggXn?7 z4Fe;73Ec0#pi{Wka2!1qHsztDitivBKxa&6zFl9tz(Hl0UhGP!XK_|8(Tc1lGU1cg zhT?xD1Kph}&iW^n?uCjdm_1lo``zz_${I7IQ@FS#4+s$)vw_ChkS5&@YmV}aSUEJX zzruhcO14$>NN3lOP9@9|E_$p%(7N;dChAkEorM}B%uO8DlY(Y*Pz%iTn(!c)KZ6J&DZhhK4xu(5CYvKeV9=}38Ppx z>W!QLcP+S@&#f!hkU>P>%nF<1DzfOPr~5xX>Wx)R!KKQtKz`E!?&Z&>WO}+T3AumU z4hoI7sgBgYH;c6?hGnyil#<|27T)>Ki=Dm+w4f`Ih9{1;>V`ZMQ#tePyytQd{DC0M za@)`E|2ghRIbktHs~BL&Ue>s)$&MJSn0@qD>f9hr(5)1>T)P|0;vyar6eGi>ceV77 zq;kqKwRf&<1+Um{+9r1`sljWH0Xcsdb6pW+d*OGDfi)Gu_ogJDCG5FxXhS!k?FFZ= zcc8g zC!f-0b2}DMjC^bZv}x}?EHz>I5K%YfRA(zq!mp4{D*}%9f#t!FRMUS5$izx7vMA26 zNfZEU8p}5t!xwd1o;dO1q64PCUxE;n!l5<-CIY7*C{;e0@{v6GXxDUZ@$k3dU7zUy zCKbt8=%pM14r?8n(0@-ZNH$=B(WXA38wl0B@+-N_YR1kG-(HmC z@h5d(`#pj)F7`$%qbYwB;?u(Lb2Qqj5y>#nWi9o6mRMl@LDw}vFw z;+`Vafp)Z|mQr37sUl^BG)=4$5M3OV5#9%4zW!l|@VfxCOR<(MGQ2ZYsMI;^fI2&9 z5F~$7OQ3k88`CRTZdxb*_YA{sVS#!WP+E9YnK zQ^MGONI3J=Pb>6K5ya?+mbyqUEM%4y7Lx7}h}n%l6V+AVB2+bG6gS~AsKw2^Y4)o- z%fEhZBIl_sh#}=krnIntoX=|&W-(UD9Y8N0D@GO{R3|(U}c)L z4l~zhp{U0@1Qfj_Jn9x7lTRE_L;31@WK`W2wy^VbXqC*r`(9%z=e znhZt*es_P@@rhg7L~a2kelaSpVd_#%pU$G6)JK#9S|td$2p4A5G|(&gB!2Bf)r~GB z3oAF6c$%ohgrRfwu(2L9!=-O#082o$zW_+Xd`r5ifo&-*7Yl5a%#e~``2uFy-{&pc z$5YPNOJV%Q0Gtd-#qE{{&C04^5PKCW`~GJUoDjU2*!!JsU&R%Bi3#w1NMUGzak)n6X%pd zF4^p~kp$g;$h_5uS_wjs#nd;VqzGf`;*|>xSv(lN(zU@6Ug-KE>A~B<&*3tI4ERGZ zlNqD`4m`6^^Q_5S@k-cF;}+?q=Z{Br9O*Nl&|X@|uM)j>k; zuzp;zF(niQ$_-f6?<$tf42R1RuVxWEi1ne{6}qK=P|ee26a|+~I0tyl({3T^L~O&k zp%uqgwl{ZjHY*2ViSX!q2!<&Jo4l`HykZz?)ts)X5A42MB9=cy@*^jU|o zMx2DWBv1%e5m>sJQl=~;ViDyO>UvDE7j&Ch!Q^sHh_+G^px7b{PX8+NM%kN(HN4e* z)3e5ZC`$yG6cI|>Y-&c3)56p$SMhfslaH4nKY|853TGQn6uH6ZRW$9KzC{*BA@Qmwicm zq^XBDm?stYHIQKmKi0DFpPgqo43B_*5ovD7m|J1cM5UQEzde;15 zh0^ZwRui2jQKke|;D1K;kyRzoL)#^44pOGW*$a3zf>Z5fIQrCj=Dv@tBCl9^)wjk0TVbU&5J2sDpSnZDS{)%ZcdATIZ9wpUkXj^PSJ~7J&P30>$>9f|Y`lxnbNVvb+qb-yG#rM{KtpIRIy7gnb?GST zAW;DI6eAaq5R56Suz!@%zKq~sP%PyfEFqq?o*aFnH3B2)0n9bJUEDn^V#iyot&M{ULtbWQOM$QA;-fXfz;yAG{X#i-)aF?KvRD@2rsnL!5H=`Ln?TMDASCO$sBrKTh*o*A#3~9LYU{@&6-=O1=Pgp<6bg*S1nm>Z@9#d*z9Aw$@{;K zB}_n2bT?!Z2mhBn^T@yD?++%WxzHW!QH4YROD_oS2fFkFXiC?PKS;8FkKR;lkYTQe zbar}#23E6_>S_ZlUK;en;DaNCvU@#lGUs(Cy!c?Ge{rk>MkGFvIM$h@0u|idx2w8L zB!`t^U+gv>uy#nr)yVUT%%V5=_a%od2pXJf4AcS8dD{C`D9`8p16Y5SWWq}_LNSkJ zp6=tU4F&mBt!l)ny5n+xZ5{Q_I*fjK3^nruPjmA|Qp?D=Mx!cFOBsi_4X1g6=+)+} zGhT9<6)P^L>Z(khs|_A|_&_V)rzdAE7b*bqloN$(%L-1vz>i9<8RO=-ICIzEy&}pTp z!H)LYI}A|~Q2m8WIh>BVQ`ET|<|Ee_rQaQ^=T@>)Nrd8x!A!9PPk6UY9B;BYO767- z%{@mQEA_4eo+d_rO7aF{p7@4`IWeZ+X5hBxATsnHU5?tI`;>F6JzHWw#E*>>H z_SYwfitfc3voV5X1&=#8DUxAtmY=#&tWy(VN4?qOR~_XAFwLJII>QmQ=qUEZ8F>=P z%3^ZX@+v#{zFI?};o1#WGPL`E5!*GbdyJ|98KvvdroJYB9tH*ng3xhM#@(#`h&O8J z)knMhL|2Z2P$;wBdl9gv7;MfiirtvUXGc#co!D(jN6L5-?>7Y2+8OY(@Mc+wi|sJ^P8Q6-J??g91_w$8_hKW*+~Ij?#{0 zsP|$7+K5Q^rad1&+}RdJ&|{nfYlncE3)z?8nj^4b`6XKbi=M4o?F*IQjKe7li;@e- zMs)nGkcqmNd03w`^q&@~Q=@PD>omqGI&B6qw~6|H#v`in3G%rP3dv3E`r{e%eAHmi zG#pT!rk9-;S#{`n%j`i`P_W}*XL~gt2!5-?*<=BCt;c&>58t5(a0MK-J4JiiEI}_C zg$ojA%IRPv;cl?e5^6b|z$^qO(7&FKC#7H@+|mzE>kT5_Ee0m*1~Z)IqVFr&QCHt7 z)93SlLy$FHf^-+vQ<7K~c<<-QDkI(%rmw2Xtj%|#ECN{E7B4mTOaI#$I3eXWUB?v} zY2U&*#NI6}I_bDI7_&6Vuj14#$xcSu7meiH=amq81Ckm+mRl`HH^mqy9xrO(i1#E? zbP#yIgkKyPp1;FdK6Lsj1t%nJw?&)tE1YqE&AQeVrSxr3a5S42p0UqPvg)*&y-@~! zzbi}~K@11ywd~r*qo?O)kLoeVNL`qnO^WLQdvMGU`1dnp3ejCttk^BEZN58DR_P~mj`Oqce>pIVA{cGORK z=K0XhN=F6MT7MeCrnhm7K#;imYQiUC1!AmB4y7mdrQyV8~$w(-@qF^ z2cS+5d+)i+WMkylxIvOJz#SCa((`ow!JRt4Bd35wGbL5s5Ij_Ecf-(xNq{Rm4(fxN+a>^jTN^|P5>M8c)$123H8AL5 z74Py(5ZCXh{ZOS^$8BaN= z&*WREHgV{#`7r8V!3H~LC{sgcEYfImpk5}tLWn~|5crjwhICkHM){S09;gC=Oui2b zhpA#9k~=fp?4}_CFLZk8nRsq2qV+l1&CUpU9{iTo^%}Y4Zu?l1+CI7~~kahG2s}Vj6*u|ku7stkbMGM{BK8-qdAj)W3Qac&D#20=HI+302~zHHYpkX8_JBNxTUZ}DNNlc zbTN-unke&2i%2&vzx>c}1Q<%-223d^WRXR2D+kBMvHsuD8&$-U`go;_`c1wJJ#$6eGQ^y!qDX=#aaF{}YuaqEj zgPz^fx<-WcOBJT4cB9;Uu0LCn5uofWJTK3Pi7{wGS&%VARP**3k{ZyDtuF0?mKu;! zBs|Qp@bKD480a~=GA~HdrjLM^9SpR%R<$;oa+R&LEwAWnC_IeIJD7&)@KJ~WXFy2G zmIGRU4sHl!&2~cZp_GSRA2r>+Mkf zf?Rv%yIxcRcE&{D2Ll6HS6xV`3-TNM)+!H6WQV@X(%}j;ev$KvK;#UF;ynJPUWyBA7Q&!Gi(pvt7FJ3UnCMMy^1l7j>gtZr0)qc zknap)=6~?`Nh{WMZCw_FYX#qL}kWuhWH1xw*{KbonxP7+;z znKE#jjKjG_woz0O_pg|_NKlk=J&cKA;WWST(nTi3X-)0&^|tFE+4sE-OA6v+2lXLZ zaiyq0S5A+VHqZ~+Y1(}WYOpT+u~)e%1h{mQ?Yi+eVmxA9u5@4zCW2GBlSi-q-BtLX z{+itj_yjETOma588Aggh6U8SRXK{IdcAVM-QBlS9b*7xO4Z{%ZALO|!+n@ugH<wCcC?ox0&4yz3;41XZj+XM@VoR*50xSq4 zx&lX&tq09Do;h@TCA>wc!23 z2e9W}(|Uy?&3ZwfH;54CUq5UxT1*zdJ@?hrLmjT-h7*nU)tvK46w-gNqL&c5<6+u% z4()AO6R`|BNddbmJ=n=<}%lvlV-=KNehJb_+(3W}7v|R=lPeN&77dHMMCI#lkr>8>(EgQq? zuzQHoa90a8eC>wyW%$eKpDAxFV0VOPsD#0Zg@J+IWm6y+i-L)m7bGdgJ~;hUFMVqt z4-gb8>Vjgm%tkCbBl(4Yl-F|1L$Xb=zUar4wHL-P6sgVF7;cbIu=zxP4|xEKkrl#d zL2#f|hYx4O{^CSL8gcuRZN4Q4zLNg;sdagTrLQOlM?I9Lc1wEPN(}}`72;BgSu48N zWW#vTw{d?W9F>yzB%gicKj_+wodqq`6R3cUM( z>vg}#CNShb_RvK0O#i|80Ix**%G4cw+M8S>ahbT_4>H5UvLIPWVc`O*P5g8~Hbvto ztSZh>`|fxxAP0V;WWI><6d7v{pFoEa<~^*J*bn6)1ge{=$4uc3OTr|22vP9#n+ukn z%0(HlP0TN=yqJi8npSFj-1j)9Cpf|GBETr`&VCq0{cdyC<;6gBl=Kyta;SOcRr0BV^s6|vuymc^w!ZyYzNq}>98@wTq;yg?GOeDu? zye7Q$GNi#`Bhhh@4K!A)M ze}*Ih+zn0wq;K87l!Epf=snKxpk{wIz0C0J@B@zexVzONkEI9p)gs)2?*#;Um1W4N zXIz4TVfbU^+N}`<&*Iw+6uHn;7v{=X0!l%yO;DC82ZPaEt5w!=BXvdTcF@@(rUu6y zB;3c@L|iL>*5JDZ9U=bhK&)!#EoMGRIL3!WFB_rprfA(T;uj?g;DqSmWVG(txa;R^ zVP`ZGjT7*i9E)n~gHgT!0p1B#ThnrhsDVPB(s@M~MK9FeIp_Ks8)jwnp(ZwhS3zwH zu7h!raS|6d8dbI`yeLvn=CDjhAHQ2d?JU{$irp!Hvt2y@xnpKFtkNDtl0yh<5Jt`s zy()1Pa(MuM$sKv)Nb-3u@x3O;?ar2B;uw@Orm16uH?<@y?#PI$()E zRB!Xb(U%+7etr5+G+fAlYbnLN$Hy_ntqU>{!fqROuwjc>stz49tGEyz!gOi8hU z8+1IOn_wTj@T2)N%Wi7w`THg5kOx8N*wFWX8gq}(=O1l5sUTnJI+%0k)+*TUtwMt= zAsS>81g&flQcD3NWcV^NZS@&E@i&@e`}F|3v-s~9x>~;x(JiGFt0#q4CB+8^oQDzc9^V%&43)-Xag}R9+_~jDjbMfWAEjjHQhGE3~ zu|x)bF(<*-`PA_XTtespIMT)@ycWZu?0E_JS`9zi{s`ao7}>WV8`~G3?zslGy^|R)j#bQ*W1^V1Td|*2g}dz}yn9I< z&u;JiN)qTRM-Jl$MX<78nKw0IloFP!ObfCnnteyt$?@>p-(J`rV6FEeaJ{B&5BHc* z%n!j7oF2~vfWTIaR_{;g2;fw-#-$(KB4^VJy=)}u?@=X^m6sbG9c;LNh3Z1l(>I(6 zz-DM#m|0t!O>V;M-=Us0N5{Gl6N*6@IFLv{$(xwgV;P_QhUfqR{F4L$J`NidIU0}= zBY4|BeLp6Mo51uuLFfE`4v~`A;UKn~my~4DyVkQE6{=Wo7Dpc>PBI#LxdO(UQDLYJ zK4nh8^yLKhA)rU*4Ixc`QM$p@^VU~8(Dv-8>Da}fP;d^~QtKl+0KM7OkCyaC2 zxe4r(A#m79%Y_m-$Y(@DI*Bjha?rh$rUh8CeMvM9Tr*Fn}Zqlc9$F z>GnS;moAY5Wm?APDkDvZGFRJ;Vg>$ggHa2D>J$o08_G{#62Jo?3LG`39a?NXeO^8oMk% zRtdAt@HPCF*Aqs|JUib3ze-yQ*?nD%s5gGy$}1pbDHDPzk-=WA;CWPOdYIOJ>V}W8 z%>t?%1`Z0G)^G)Xs5^w$Vy7ZhjSORni!Kv0%Stt<;kA1|KvBOb&YSEh=%`5t(?icF65f?C@IGA(;|lJ zW}*ECLwT_>PsPJuls##K^KNKiJ5=843cP5dY)x2Vc3?<<4bn1fZ)op;v;=y@HkdTn zR7CYB;bXREq;(3_W|M->91$@O!3FflxHt~I01%TTc$@j=Hv;ztr6_&9LkWXG6!Fq3 zqG<>Xx`;KctD;*zAUiQrGBG?DqI372m@o~nCv6JvgvQa>x_I_5D{{Jqcu2Uj%NlNP zUAgtDMw{G!WGtFym35UFqTf_WE#di<+n7N86(?!Y`P#}K=HeXF2Se zMrv7E$V0g&Rg1SE0a09@gV|aTO)15I&O+n#ju4_BZtYj0$0@yN5~}wuJVmd>;fXUz zQ7&bmHhiT5TBxp@xbxvVI?6n5qku-@Zohw9%YMgysS6g1%OleZtZDHTcjFF3&8KuW z9XvJ@(f?Jp$?Ul_zt9x++{j<5q&`q%{_x3TY`~56paGJgjEN&pbSS+*2LB5suXjp! z8@ux_KcELDVsiol_hB=FRYaJpK8j!e_W>Z=0z@N2bjOJKEtxb4o8bLg$)qzSMk|8h@I3XHsQ!CWIarOf$KK)#64~6^OzNXTyj+Fp*G1w;Ef9EnQvTOe zT4RMrmRbNnSefQf={ChPqbCjrt(niaB|cc6O#+;dkim7N(Ho#U#z4?$6*kRAMYorK z1zrGuhXANCoWKI6Sy>F_#Ez`Fg9_1Bhe_?q3g96+WHAWc4;W~B_W@3Iy<%t;EQ`+L zCEZT-#+!qnRy)*cQcb6?NiK^^XWa}k&~*~hXdT&61UXoIM93H@;E)o=n#T=$VhISC zi^ur6@A>+J1(+BK^KLbqMy>x0L3@>dqo5*E2hkk_{>SuudJ|d5;tV%?39uvDo4}cq%M4b*nmqm5Zjp*Z9Sj`6pu-relCsU4%-1!sa`b zF647A9vclyteVi`M(7~lW!LkKX>_b1rw0_EBsltysi?CcvhuGLzmce`?d}?DTM7)Hv(@(WI7~p_ba6;!&Q)6c7h;{sxmBeb4{& zPcB$<|4!A~C z*z}uGDf&Xt8(+2VQjTjd{bgE|@LfOB3jjnvJ9bU#XJ=?Di#gU|2 za3;rZE5Lx7#18|iw~Fhkm|d`{27ojAha?=(&%V%JyzWqQ(C&XEbvc-Ej5hzo9p*|+@rxN7MJLMz#daijv0i2)WXLt z&@ZDV67D(-7z_0Iqr9vjByZ;y+&0Y1TSd7l-E#~O2N~sSWJlnTBwZCTe%6jEIE980 zCV!`2<%qiG6bMNi7hAjV(1M{@&1&d+*%rCSznTU=eBra?>IVF@YY$8$D8rFRg2r-J zxpUGt_5@3cDJ1QGT6U6V_yfdY6rcO25sZq|rBfIUSo#?a2y1aq9NA0Hgqwo9BRz7$ zO|qIs5m8~d1iV=^VB)PNJPg9Go-VRxRw9teK5hxe@GzY55CABoWm99u6jy~w6_UC^ z*$(>UxlR3U`pYanWl_1w62pxP0Ln?*&A?O_hSj`VTtL%*D}jpM6(qBZU3yhIkqau7 z1!D^;K%?-jk|~HM*V>NIP#qCHR+z&d6~e(B78IKx&G;Nr^O)>%8p+2t&IxY!FS$n#6w4>R-M${;Gvz?W`8c7g1`-fTpHJSyC525a#8FcC?b+(93>4B=y~k2{F?}i-9To- zE)sHDX!s1$a{3Q=_T zKsQZhtryVnTrhkY%3wyp)NDaoFT?>19MoNtWf?#;!wh=JTt!=|fMDGeI=hI0)D0;{ zW*-wN6QC(S`ngV}A}lrEJ`d6A6uY|-4@z8x7`)?eWcM&-^&c|+i=r@t!FfB$qT@HE zg1vvU7R|JDJVEx%^D*zeY+lw_?y?40xUKMbN9f$p;xXrt5QV^f2obYoG8o1yP_ytq zQ)o6_rP;|7r&D$h*}c2*4K-kXO-{FWZ|19H0BhA_N*!(DeTgMY_Jr5&yjIWc2&FIP zTnTe9j3JZ4_<4U&#v|j4)J(K6+QfPPxGCIwyyiwd#R?{X zGss%GcwZ~8c`du9@Z~0Bu+Y@LrB3MtkY@9D(A^?|&l$9w9#lIv<__oslEGZC!7nVm z68ZNsL`84mu@i27(}6ECH+J%Qekqb@e6e+S5SnWw=-hA*5x4i$QPY&R@}42z>tBER zT-PZIL*%?(jy3d4nFe9SX1s4|C?2>0V;|!yJE$i%UrV2)c>oX?arUJ_{jNPW4V(m4AQNf9nk0 z3>=RW(EAxi(i)kGSbBD^r)cU`@RVQL$1f#-n%fvi125H{X_Q!ZnAP7nrhg(N$SS-g zsZASqQvli#fY+!78*L*2)+neGD5d=%lJ74Xk!Oe(H)-~ehEaTsMSxRRFk>V5t!H=K z1V|s9sjAIM7iZEFIAeMa&CGu+VZf6byCEtB(Jj2Wa=W_3q2R^#rl26)N-c{}yZ{Zc zqQT?h-fQ?Hf_m-c1PTTd|L#kF78F+iexhf!K0cVZD_FVrD zFSjLT+K5C-D=_}9;~A4HMhra$C$4cje37i-zN-Bm`e}n;nVf&m088B!!Q2Qr2VIJQ z{?=hgQPPv4=5|k&Y#}H1mZK{IhwT`82+&G3DTYU_i(o)^Q$%>#vNy!944M3f0moODgq)>ESfZ3e6JR!_dS#a zk6MDzfHbL&pwgBt9^Bn%iwpBgsszY@HSIH1WopQ8WEYWQxZ=gYovsAobruG=M!{&?jA~D zbbAr9ymndrF$>5*2Q3>bSIhs&{Ilzb9*EW`(&{P2uE~F#y$KNI8Oxmg2G})~i}~BFTL{#I^k8~KgFE49gNP76h&+O9g!Zu# z2$-N3USfn3AIXP`GaR)IhwNF0b_KnoBuK}Vsl81lTLW^v=Mavlo2GAzGPvWzk72Ta z)08~*VVHc?2PB37Ltc#?JZ=ky|Cj}(JCUaI(mj6}W210K&Uv#e9u1qd2+i7B$7?Rh zHxY)8pUtjazgM+NY9D7bqhzpv#Datv3+iF64<)$J<2`g#9`cHG{=|64DCSN5Ga?%< ztbF7)Esz-4!YEVW*-%LZP?*W%c_%mzPMlX1X%$i++>(S0F3;CkINpup$;Sr5Gr&uw zS#p0oxy-{yGKnt1{W9}snFpxG=E;nyYVKz}n%ytNGhEpG3!%q)mnl5z2FIw7b0!hb zd6}4;ACoL;xP+{4XWb7>93HuRs7Uih!EY4?!39BOAO-t|y)Ps7{&qdds3=SNkneRU zsVSaVY|Vr9z6IdFq_tqT&|PWU&nzYhjlF;J(x%N_jLEzqw}=gf0ec}D{U}+7@z>cW zAW}Iw>DcfGu)4NOCX$Efv#2foacT#^6^+OoUvI>08{zpl!1Hc`4#;Guwz53Tam&Vj z>nRSir4fZF5GLh_*;Om+Ww!4oi zc=PMq5u^)&OupHepaX6ypA$WL?(W4NX#+UqKyGh}=u>~{t4*ZW zf*`R*O~onu3ba#Asu_HC3Z7sO#)5MGq0uy<-3VX0=XLqKN42YifY~Epr06+bRojt6zTu4RC-d@2y^}d z>A$JxDG3md@-VGm?bbBVIUIkOew4H@r+Fj-yG^s#8Mq%svgIh~k2GCk$SMIsR(kQ> zAc(}VV+1h#U5jb|#%98x9 z0%cqUGj@DH|0Ry$hV1<$y2iu<7;cFZt?p7nZ>xD;DP_TG7WeP^XtdvUU zJ;&l1WR0Z3HlW9WR8fEAT49{DcfMQW-qcqKy14#z-tRYL8cswyr)MX6!<^%WlkAGy znsOBeSh=Ae2U$Nb7v2D83%2)>IKY0<2;I9N7h-vta|+D6KBgJ`oe#usSW$1@6Pc`Z+mj}vT)yp%f1U=2k6cHS;$lr^-LZ!{NL!`qI$8Qf8;G$C;7C$ zES`0zhQ>?-=-)Ziu!s-kUvfJ(PcE6LN>%i^0;(on27p2rHYBsPBYc`>)MpMf-GBwE zFFyY`(63>^0+d1L<8F<^`z^5Vuj^}Y8@~W%6O!SDS;>F0!@5RS-vQ1(0-3x-64y-6 ziWO|CWAxJ#Ipv@%mVjvrD-J{Ro+0v!s4pY0K^$ip6{--_LXPea%NA+WmWb(*p)$_| zXR5KR8fY~GxClYpV5o1_dV?|%#?L>ABEbdCgR69}tOBhzURq?sfRI-}@(acJstefz zg$c@y^SpoFGUz0+B-WaarRy#j=!r2*Iw1Nbc^l+ zQzLZJqSR=b;<%=G^2vCB_^fi|Oav4W88Gd|Bc^|9>i~Bh0Z_mRESC$n^b|19Sgc=&HpBfg3RECpM{P@!+5vnQuq_xB64uGWJgB<`k-_9~%6H0b+ zCI~9ue7OWdlY$)x2Lsi%ocZ`u8$D>qp)>BXI?>-a^s-V9tKPzcm!}gv>>R=OBu{tn zXSM^D=a691%AhIFXj3)dhv2i4jA|XC_~3v2rJ$WbHE2aB;_C&O{H^BAn94Rp@wVJE z#wC>^;`uvQR*LpT)~r;QiGi==n9$Bv%8EXBp*14(X((=Tt3yMck&Axw%)v)1{S z-}M1wjnU|wfTN`ylh70y$f11OiFy@!#B87ybaqlHK;fqa&)1**zf%??^8I%YToiv3 zw1j|0YVWDDv~zx@5c0iHlfDxVBN4%-Io%Bj5C1{WX{E@|qF_`LoJRv}O6@pf9Scv0 z7g0NB@GCsj3i9{AeHZ=0yNgh~RSX3mRkEsZB7+Gz)hP@ST8?2yyk)Y{mI^( zC>P)*rs;Vsl@xyh&(VMqYd40YO=_V|0ONWmyJ<{7oiFN)gvsQV27-jJv}E9bBVJbU z&k%qzT`2+yp)_X(=mf^7E!+27o5vQBwZ^B=ByVSA%E$_29-R4?yGmzL>kog@qym7R zK9Q&XJ9FnQBmNXci93k72MmMROOo-0|gDv>K z4h)8^RUk|gIGx-A{_#X)^o(@mRG+0LdCB|*Cm42+QW^wa9R zQ+4{!TO62%TZE(2HJZ&2DK+Cyk~jp? z%@LmLEy)@8EA!li&^r<<+r8X?>z_9@ouYX@W+*M+9V1FHsUb9GbFYrPtxb=22R z{RMtDmF+=VfEe;&|C!qrG($afin3dl)fDf-XL21}OkPn{xjuh_Fh&7^#SFt+c6ntV zT%*$*#!S}pj1AD0PCf>`uvuS&yTK(sA(bhJy8(Yo2LXGg(=8VIW4rutu(`}(<~cFU zXvZS2ns9XZj4fWpBh$1>KN<_Qrq-aYG>OEt^58Ty%3usJ#bq(^FTF%o4yyD3@{;ao zK#MbBwRZQcx1N8eURnAX;qi@fZ(aw1Fi~1N04HjXnV3F+z<))x-9{*DR)V!0yA_)V z5yTkoa|JIJ*;(}>imTq75UyU>#}=f{9BywFmcb1;QsossMry^K^v%tq&byIr3gG=; zuKB2YcGfX3qdL@w*6#xpAfG(`$to2#wR%c6g}C1g?yY~|l){b22IVlv!NVzBqng9v zBtmX9Oi+BdMJzTm{fAn;duf!E0#T%sQsa4jPSDrKpHk76RI1tSc7gOalcno7g(-C} z5UM6b!?K#{1;xcB_w9hIGJJSpVxi9RrMrf&Dl2|$D8%;zKSeF1O&M3%8*tQ|E>f|<2i)q`z2(TYGWeqz*_l+ zL!jac!2{s$9|r=mE-ro60DkKhU2UKKCPn5+ce{Vf)l5)h*(xrJKKn4v=TK2y^Gb2z zeeu>8QwLrFt=ap7jHM8l9I6e~b7)G-NIlTVXlXsGumz%vaN?Z2>#viTxrK4BGo~b~ zRYwQ{CiSm8N2%mtUR-}FoY)5up1BH%Ghtt0?H(PkM~I`naDKoT6N32@0+f#u*l_`4 zz9N6UJymmd%{r(kU5>xd3j6PX58WE0Y24c5a00IU0)H^0>ho9x9~Tl4^o_dFgz3YS zu1NNFB|%PS?>D2ZlLY%O2fK=*87Hy{W)!~1x3zX{%#;J4TcoD(ZvL~F@gP>kXh1W5 z)x$6*ujy3vDpuh%X4;Z81hM`-sfA|JWX7TsMBh24GjbffiXg`nIU z3XA#!aGJ}eDoIBU?4Dbl2WC_&OnQaWmf$fI0Yv*W6!`7mkmy`dwaXkjzfpH75l$>^ z+-A(V1waLn$o_>FEgOITV0&Ov;B*7akpN_b6ED51G7LxX{|EL$hBX*XCj@9MX*7RM zNU+M8Fl`;uc>)X0vJXf`;|R4gOay|<`SN{6=kv2W z44Rao|cWFQVG^7en7jKi zMh6hF5PkZN8GBK~4;;vx-3=-i%Y=XVXcsYaMlE2qR0jvOe$KgKghjFR+9;I3ug7F~ zBATkUW~)zC69PbKL2(?}aeX37-thQXM>QK%)?3Pl537U2yUDvdtvxw*8?6u<9}6DU z>qYShZKm!|sp7Ex6ny;@WK>h0G`R5RA6hCDB=WNeCC*e+Ns7{pI+ZNF_>zBL{66}& zAQhX~%i4Aig#5x_ztUpJV-)f%ZNKNsLYOSHuUh-9yw$n6*pMwH#%UNX0Aob7E`0O% z&bCxiLwWO<9!U9$V(}sJyUTkG*aZ{s3sD>8hSW9+ihMlIE9a6NIQ;i}m(!L>UP^2q ztTsr&eK(|VrOI0vcALcLDJ6duBh|K2`9_QD8^iBg438*BfRt%yeAY4p$a@!68ZG!0 zWzpf}(f2QJz5l~5761&5%BBU6!Nav$Rw~YkOL6f9d4aCQ&aVILzKh)rFM_eLv2I(w zjJ2paj3@98%QGL-HI%>>!K?uwwx<`VDa2{F=$`ti9(Bm=CLO9U_K$z0O1bp0WnGub z)llc=;u+i|H-f#nJS(D>6yj7<*hf1S5v3UbnQaSp35a628UUuwk-h1oKD9MvFhr4q zUVd?!!Y38-PT8!?8Ik&N{3S;fyw>qo_9Y3700xF{A8nYo((qh?&af2%*0sjri6-2l zdQ4?!@Vqs}g_a+`G{Ap7nAvR?Ug`xl|sMNUGxAKGJO(&BlzYR#dZQs^_L&6Jl0q-@wM zVpfvQ5}^UaH3HzCF zdlsg{d!Q$-!bO6ZeI`Va?_{B;<;x44RQ@+g4>0pa04;t+VAiX3EyAHkxHwD0CjcV6 zxkRl`So`BWW`%zRIUdH)F}VBH2pKexLob-fh)H&k2q7>h`paso`4`AH%@gk7*HBs` zJ}0cb>ui6`$!m*V9ak8%1rF`s!%hxGu1^m(REP%7A4kL)>q$3c46h6+e!%WyIaLUZ z%o!R@bW|>Z?JgsQNa+T+&1TdBI@01xi=e)qlibpd*;c_#$v`8e8fQ3Z5A~q?WJfj; z#%&-4|AX;Zop>4bHN<4oayASlTU@it5D}=4KsA2|3sMyGfrysyRoY$ zDX~BO8zUUiH&9Ak4|tk_e%QUZSp<6Xj<1{v1>vibrotNC)YXzesj<8c@N ze?la`1E$Fv8mf0LFr_PGH28mhOPAyidw6XC4CDOoSt9_IE6c#=$8U88z|RGC$`z+k%=?2vk*|dDgb^+8W)Y-C|Dp5ZXJJb5;pdg4fC6pAxmqw96tCjbQi@ZCKMOQ zznf4P{Lsvu)b4a{5Yrsu*4y{^NX2FPG#Wp2MidF6Nx4Ons&~R}fSdprH-o>HhZoME zm$|8Wy9FsG6BmUs?G}aG3w{Rl`SC2}tJDP(LfRRaRYy}OT!JaILIwdY)0jM+XW)O# zqzf_V7}X+59<4g}zKyU<-MT}el|mrTcdO1Dlx!X4Zl1^Gb0Jb)oI~klIfXu6G)Poo zYj_?YU0wjzooM3lePeS{?l+q^qIX zCc(iY%7Z;Phm7I9LnYMWYR7*|jd#)*Kli2p7;I`Fvwp{!`pnqLg!793o2B-;^)UPK zStTpWBd{F~Lx(d)a%-shflf@^Kl4h&l|T1+GQ~b|fnPQfYLbo#hv0k2dmewq?}qZm zSCj?U`UTIa0`J`@KOwAXzz+>A4$fYIPMeGFiIlMe?OWH35r9KqvVu+sPh)?!hrk`P z1ut;(JaX{oxh^MC;xQ^Vi9-_!{cI5#zX>eY#wJX=wTI9!63~e?ET@gf|syi_mI&sjg#hke}zq_Fc>*hHPqX^$tl=@A`Uf zz$9rJQN7l!tv^q}WTp_je$b>1LktysFDlUT3v4xpedl&BdZoN!-WY$tx!PuT%#m-Z z3fpj?7YbqhN5w0v6Q^E@sUf+Fl&dO%9q9>oP)3B>dML;^83RhWN{QWrv~|3Vm% zR4iMf$_4Q#P$MivVI}#0K0qU8b_N%vEV9#d+#`3u9Wdem%#b{0IcILf>cK-GnR91o?0Z@NlqZ@jTshR>}^vUIi&1HheGko9XXA@OY= z^Sm|JxI-I8n>mTAWJ(*0MbjIj38fY;o|eu}8|c8dZ-}Ir*}cJR!IfKGCuM=w7wFM; zYLAOkI}U&N4JwS;u;h8k2M5!`pEd&>V9=F5rjI&3S&XNB+xHAGCB7(s$}aC$-aWS% z_$;`5Rg3JpR?Rq^Q~hpwKYeVtDiDtQVK9!%F;(+e|(EjXEiMCh1nJ;bA)>1;gZ7&6Fhvh8jw_p+7ADzA0Bia)_ z!OI;S(RCkdPluiy9PgK*(Kc@ka5*zXo(WKZOP`cys{5 zaKIn)+60hd2?PT>V}sJ0nhv^7$BNq}K#C{r7y|C?&yyf2G^t5{gwiQN>JbX&r^XQF z?|Ak4#I+jeFMm3T3EL1xKsNr*m<@hn?C3tJv#@!#jXh{gUSa}&h|i!a&%m#Ak!-ed z=f-68h^^4QEP2SfO&Gix4J>Odm(o7cp=G!+7}=cEIG)B=|MMR$0$ftNX$8Z??^Q<` zKZPTH$;I8$1nwKNSOHK;e>ajyr(Y^7qyBe_2awa<^)I8?ax^W`b9l z3{EwQuq9kAL9j%B0>iG}&;4%YeqHB6?RE?n*CIDM)XW63cszo#urGd71<#?@J& zmcI1Dz;>x+V8!N*wH|pa{Z6x-*>;$)D@^UF+u$mUcC3uzkW}WS9FI~4_>R+Cp#jtQ z9QO%d6zE`=F-LI~p(88Rd1)cpQx?LpUz=>EiWa4E=GK_q0g(>nKK#T2ER`} z18@8ZPq_&s2U5Kj_TB}Py&;#(Zsun6?NKQhK=xPM%tx&d0E%#gd}1Qx&s_rom?pmN z%|&PKlp#j=d%@yhHfH}@m+VH^AyDZSPP{GFE)j}^vJkBeD0=nY+^!9g`AU1L+T3uc zF`k?ETsx(IKOz@p6h>`Fmjnl^nYr|k_6kMwnelI}`E!`PgEb9_{i7X}mY~+Tg z;BZebPEZ445Ekkd zK*ug=%Dxtc$Z>8{m`JH`>d8d5|(A8WBU>)!xRdRBCQ}^uFGQ zoe*$D;|6&GmH3w5aLX4B#Y3L3iU%;IyKnSQvp#>TLn-A3FVDa(5$;MFItH2@1pMW! z;Jqj8_pitwf1tv(6=c@Yej{xnD%uKp_MYS(TA;sW&?%g6)v!^a`(*0!!vpy>`t_j78m3nvez2nXpSp6(YoSpJgA|pmXP=uxke9Ld(SP~< z0dG$s4pilvvtPfsFMV7_D*p2KHFS(r=qHGOt5Y-AwhY+><@5GrN7$hg$vrviRe4^C zvo)#*FiTw2pzl0LH>1aE9dz*KXUY6lrEwAbiWLG*)sR-?uyo(w@NlSP(!(y3~g)1XJ#5oNn4NZz*3Eg>+T1vV!5>O={6De(BNmlZF^85HP#`AXHUV z!Oj??Mx}-wxzuB|tt(cUO)H##5E-G}qoWtz{1yUK4qT~uO>0DY{7!CF)VAD&C>6hS zC&K>Hc;lGD#w}wqnq#QwD?W#r;Z;21c)gAHT+T{OC@~R)2s=S=b1Wf>2tlB9xSI2~ zzYxqH<7$JRa#yd1LsN=3M&Oh$;uy7O;C~EjJH{vk&mTzCy5KX}-a3hYAv%l%NgANv z_X{wH;9LvPmY#}^hRx4Vx>3=sM>~K9vE^HSTzXCq;esst1ip*Gv?VfgN`iCX7h}@b zAA1;cnULSy;xn`m*iZo_yWrG3bo|As$5Ue29C9{N^7_gfcHMw-gkdYTSa1#ahvIF# z)!NmGF6j!6=*ghr%Mn?BTv1m?q{gOUb-K+hGdr;IUmFHB=WWy(Q1TKLR#WIUk|0`t_819+;E2_svwWgI zFN22yC^;U+Y*EyLyD{(xj7-fk?h~)p``&c$y}aBtESa@#OZ|p!fm93OUo$#9Lq9li zzTZ7IWj_dJo3T+-7!+{2+;wn7elDlSfhR^l(_t(4A zXrqTA>451#>jL^h`MP#Ggat4KL=9BIW~UXoTqDJ8nXVguIuU@tZD-R`XQ)<}AcG+k z-s>UrjZmtjhDwjW0#&4U*Bnm~Rn&kb*MM8#KWz>IF}sbXk+?Fu-~#^P5GBGLO7Lbp z)`6z!w(X>D9I+GUt`pFm3xzOuOQz2r`P@+W(77pg<|mzZAKuS*g0&xc{VpL1rtvSj zy?!vnf8g>!9FvkHkKb^>={ty@mWPlxn`Tz{va|X>0`;kq1bay`~VZMd6fV;T* zblNv28KY0QL|{?HB0a`y zYbA}1w0F%)wbRV>_j2JEPoG7MNsy}{E`aYFC4=(d7k_Y|0_>fzA3?yU(ES|Zx;s8J z$F=u~VATXm4vako1yM*4^naFrpjON0_sW*kitRTHwT#Oc!ZRxK5LgTkURKhNQ|y_E zf<04zy#%BuX?7%Hsqm;zCme_N@Gs@K$>K~7{oH@;vTTX8JP6g|CoqQrmfN^{+nOx8 z$R;8a8gK}e9d#&{ZV#_u?x~s5)l}-@g}6CoWw<^}03On!lgk`cx2_w*IAb`H+r$#a zsxmh-^gxTa4fG#jy&qcz?>LuDqd>}zK}`UEEmvx5C}x9k@n<$UFD}Ui|85bK6Pd0E zzN1J%g{^!@)iI_G-DBoi9^u-9!SGz)-p3u^^7_{NB>7w~jyWtxka5sebUUqYydJqD zw|96qkn$*v)3yUE8B878#4JlmBqQ=UW5AOXU)F2nSvOT1~yIFrU(q#2z1aw452`S#(dJpP}onBHG3Npa$q(uv2> zM@Z879c6OwWEPVS2u1Dt9YH1^c3@F|Z00|zaA^UN?Dv|;&|#nl6j09}3&uT%wBlm` zZtsr+^HwnsA-a1ffe={`DxHQ}8)c@XEhgVdjQhiV`cJlOdr+jf^SKn>N0=_CX0`;BVTT^R&+^-DxT5pjDNPG(mVCy|v~tJ!LiJsJl8 z(raS8AA~D!nLvIagPIJ`aO_%+DEhXX=yMv31O<9({D*30O^Xf zW+f(F^wc4AeCBFzREltDGEc_p!B_9Dm2r4ib<|Ckc##)A=VftgO^N7#a zXpJFZaf-M3URDs-P8PcXQN2)m?Nglag2H%^G)9&9H;JMzlc&dJom#5MPo+I5cXM9X zMt~%D?<7zEq1zfW-Ut-#j4@v)dMy0cxR=8u-BhWR4}eaEG`yZn9TKdrVw$g@Q0)}l z_^Eg`sl`_XMR*N%M?NBdA5~S8W?B4tL;@=&2pjyTJkjhvXj$F0DYH6dBP3a6J+2vA zh$~i5X$=3WX6DVnhL|FY)>QbP8aSd`VK=%u64}QBJc%ei+3Vq1e_3l@1g#G3lKoexeijK*u6FH zgL0o?zbohvFM#GYI1hs#=if==&+_)_XmSfJ8OfX;4qgui1vYsk2(^I2APBk*G7(TB zn-CqIu%R`PfeSPfZG0RgZu^m_35Dm{gBM1H`jrLCY8cEu!+0IprRNzaP_?6LtOG=0 z6*`~0CL?&0_q}Nt+udp_NMfxB>6GE>sRS%mL09{h4N13cia= zEV8tppxqhgtk?#(-JpG@Ns|vGjQ2L$yQOD(^U(6eVtm3S#~WI1YAJ5T)3f18&ZHL7 zE))<-FgR5XjxDcbZY@bfgRoj@{Nk0UFwh6rAsinIaDaG!WahsqYXzfwXFg=sVKav_ z(l;$I?HBDRCXt~J8zi`Jt{Sprhr?7~@y$7mSFo5_#8B|;H+mOLs&|4OP!>rPpyJ6(YwW{uU4f^a9oAIyl_~Up$ zF@LfcFidQJwy%r!YQ50ET)vEaXs{$tozQgzL`2==JI|MPDr=Df?DborED*ynHcjRT zyUzKZ5He9N6`QwsSx z`Zxlar)J`gFQDs%iw4^>_KA3k5*48d4#5Wv|v{E07pFLSTBD(B?M5D?{Vv^tYgWiv!brg;Uf+vYD3yjhZ61vJP>^^mFTS%?k>#ahT zxd`L058^xyi&nUZ4O+a&zL-w{=ry|Jy!hPYy`vYYLhc84aKeF^?&DS3|Dr=I$<2u;^U6( zv6tRHd!+TmKs>m)C2iT-PjV(Ffk-y$h_T-AmyGEjpxxKqf=uUv=$&Xd911p}npdDx zdgg+EK7BI@)DsHN`|F}Tc8A4#92XXUm=d!qYC80y0SrGmt7Xk(o#>H1nxmI{CT9UB z=WteGfh&*D3Ki-Q{2(Pbl~<@F#K1pbx24fU3lO8_o>0NMV5VdU@?z^)) z7$=2)gd8QOsi7OLt8L?Z8#4Ng{0Hfs2tWYwRLM!?IC(ufNRZc`hV2#62*pc0ncm_dMbtRt_t}!05YM)0Vkd!BH92 z{$Yi18JegMkg^MFp*AI8jsfOyC=#vQh6|Tn^na2C9?Qet-Uli8kj5tQnsXy@jy`m3 zKZIYb0+LPSj&ngR6qrA%xjMyvat=iUs9pldPW7lWIj2Da!0We9F4$vYhTU=ttXT~n>yHgN%~2#?ChLg z<&!z7jG&O1T}j=wHMUAFtWtNLC9Aj6Ei@?xjFnK$G6Okt0Xu~$v<7*9n!E4ABQ~D* zp#pqE%CN7)eD)^^>%8}W2c6CA(t^zuJ15seFM=I#_^#&WlHo^h3&NGf2p_f@o_m06lMr#>-LqU3NRGj>TQnUR=lYi)6(Y|tsp~I+MhK??KLug+-`dm>s12(wyy?@ ze`+Yi=-mRV4;l2VK+Qb7e)0=Vx|-NS1eh#aGK&ghbZplE11XFXx|cjAQ@Gc0iuzZHxlzo4h96&c~>hQ#(;&JI0_y= z@Aa+nnd(7h>E)Dvhc;SKCHAre9W5u%gCfFIpOWtGTDk3|%h0k{6CFSPIB-B@9r-F6 zjjX94f(25c`CO@ROPZB7giwc8?7MG|HQ9LEQZZWxRWPYwH@O<#X!^GH7i?|8eT~C9(7rC*s7DKYDF;!oz43J3RCmTX zRtF`Z8QrJ4h>Uhk#s}QbJF(AzwUv{|0JX%|J2gyEPL-631Wcys1*WHo98?L~$cbvy z3;4S_xjfl_%Bq`a!lPxaq9+`R{w{i3-?Vlb`nr|pt5xP*uN1D)IrvSM&nCAX z0TT8SbV{D$ZqXQU82~o%78l)?900U(eUs-vbRAPyPu^%z@m?w!zcG z(hlX72Cj9Yd$?KT-UEVTm0AVU-CGVpSqQR>VMp8lCA-Eq2NOI!U4N5tI_P4gt9?R8 z81N()A#HMmNydjFQA!{80YnK5m85X?>e^BQNMYjAPRtJh=@(0ifiAUns@n;x1V#0s zBR{f#(y>6;6?5!^*Q}EvSu>)*@aWS6)v)&!NLY>z|0OPcM1*usgAd9j! zv8bs$a~Lt$G&)cL=Y;a}N>&j4Rv8@;RXVQ@;5stZb-#tq+LL#ONH)I0Q=!Q1YC=V# zsTd`cP2i{k`P+ai?K=h*fGsJ_P)L5Dh0P&<3j;NWOD%)o1>WjODe5RTecae^8*0rA z7vj24BtwWtAbaP4o`@51Mah~^3>rQE#VA+CB(hZhXmGu6iGE@FCZs;!_I^w)p!0J_ z8dCfsr5eQ^&pMh^t=W*30oN5`kOb9#c;~*8MG*IK7gm1?q*NWe+~&QDT##F&y}t{8 z%`Pj73FpulU<`Amd@kZIb=Z|lR~PmvBWi}8z-js3lBq|M9-M2hci)4Zz%LBMC~AjL z+K=3GilvX5sb{axrMh+gOzp^^z5Fr`Tqi^3W*;YfB*l2LoMAS@B$BE3JT2*3D-h28 z_9N(Z$sIJ|+Lej*43^($AMRBJd}y?P$pJ{N)@88LydKX>ArcrF1PzyHfa|W!)36<> z>XGN5x}bR)E7IP%5VDxG^??Dg1RMsLGAi?(0(kvH5FR2s6uw!-$wiQVM*W+4e{LZtkW?7-YLsnC3jZwE+Iu3GxW-Q5_>aOln6k+JK`BqXuXlC_7a{iM!93q&X7{TD9h5X zWM8LRNTh^U1O5yj$+viBNp}~F%FY@*Oj-K~2@Tm)XP80Jp(IOF>C6m&G-NVOyrK`G z&G7DXnh|Yo?k5V@inmBvWm7xDDBC}`i&|o(J{G&c+*ErG%LhHjF(@?gAD2@EZ^zv( zs+oPL3)so1LI*V$7R%%)xi=n&ZV;%DsS+&zt|oAS-i#@LrgD^LM0r`pIE|XWi&1+{ zXb7$fmqmJf)<`Bx-qtOD6N)ndiF#!07w9@r_Wl%cocJ2l3QH!~Hr95X5U z*tCM>1u7RR;;U{cMD?Ev{Uo^riDJ0K; z&T;9rvMf9ZuGi)#0k(@C%}&L^Tv2@~FN}8AEq_eCMufMG8^*7+ss&JKE=Zkd*msl$ z{A{5Q_=gcxqq?*ceG=>h7qvX(gngnk8Q8s6B`k3{V|PA(pv*@b0O572bsPmp)VV=gYxM|VxgPH2;ROmr8y+goUA3i>wAC`L*z(zs z#`T|IO-1KU?a)`KADqZSgeea{YA!kKbenlfs#@IZ4WB=Qv1QP{2V{Fq9TyaW$UsxK^!&H9g@dkz$Q5|hOGAfqiTR6)@Lb6CSs z#T|%(c*RoHQ@irib}>*0<3AiLZx;fzbBd3j4SW`V+|70Wpr8W$8A!*$q-4BuV1(_9 znQiAI%QlI1Ychw}KP>&;3HoJ_%JQ>+P%f~7|8btmRUGmV1rDx~7|~OuHmmA^CWgRTGCa|D>RX~ zb0!K*XN>4}v+F`zHlLB&4m_^j|2I}a%lp{fI-3gh-T-JZmzO8aj)bzd-2DrPkvDp! z=j#p{ljXE1uAC)*R4;Oz$-~Z?0LG%HE4n!TZz;$*TzofER=CCPR+gwgxEp%sAoP)c z@Il%kE4vQ@UD^GvYz!Re_`TPjz=4mXOLZTUG2E9KVP=1Vxu_wUS4wuWD7Z8wCMFlP z%$|%Gq}L1WRRwgR;c?RVHdUkaHn1xi7;s8-AeF9IwW`H)KhP|AaIAp{mR9_H$Yg0? zIE5=V0hbl&bDl#JC|vz;RCEEXzz6Mr|4%R%v+!Xg=VJ6#rfPR2c{>H~m(&sluC&qz z$=F0CD7rUD9Wi*Mpa>YBqrVL$1P;pt&pnh1nh8S!eA-9}+rcUIb8(SzK;s(w(Ps3c z@iC=B5{0iKm_^_Nq~Lqe58>Jy3eIM6G{A_=^Z|X?5Y0<@2j3coNMb1q$@Ua~m!UYV zjkyPpfE>SQ1xPd-S#Oi9qb-VbSiSon3@}!5M%E#`Kadu08Q$MAlsmdHptHrhEEZD}lxm5{^=pCjSIS#|C;$Kg04~OeZLEBv zI2CvE^g_bbt1Bg(zR4TD_XKR417yOTB!fKLH^e((9deZDQ~yTwkR@E~+BOEjor-R- zqEqc>2YY1d!`0FNy1Y;WMojR`_mueLEpzLcJ0XpM>M#D!2U=LAZNBXW1EIDrSGv@{ z0{g~V7PJ8id7gC#M|c~XmpHXI_lDlHedLHU?8@C zq}U0+JdMK_bT1?0t9XLeDkSXONg}8OO0f{b(i}BJzZJr$J+X#v#WQ{?zCIVLZ=BQJ zR2&rFM+_GNNG4s|R}iEQ)Jxk+(KVd@Cu!4RJ}*^8#Fu-2LdZv?bHEaXTx4zxYc{lk zl+}6G7lUK-9=fqmL;i{A$geY%bEh4x$F-ibHNiBTOCg7Pb`>i3_`@#!B-=65y-ps3bGj z69QD!_G^NFJ861SanV>U5wS#3aRGeJ{m3f}(DPl#EG3HihM#GdR|?-lw!O^-IoaNN zGLyK*ZdV-hm_;8K7Xp)B9CRU~za^UIg2U<-XUFaFWJZlI$)B@bl~IByE2)tCeWJ{A z4=h)GwB4l!mY-z-TRC+B6|F0_e*Q{0;YR`RovO8ef`By)ktzJd0Fz(|5(u@V$?9=? ztWcj_fztX}he2AmqGi+$0>~dC2%at%Khb)TsnQM4*x3Oj9)=BB^oJ6`LOfZgkl0QGw3o%JXpo~ z)uV}j#O5yt?(H^0%adB5J`h(})GtC^lsp8uKbyq)4&J7)O@V7)!l2MF z>xt=#w;>J;zf6=;Mh!&fyAhOb9<-n<24BE`lwI5)$@v~~fek2iS@DhHVj93C9cm8N z^(f$6v!yIva6BB52aaL~@SJ`ND6GOH0 zgZ{~?`e|9l2BiA`5J7Er-jRq=;^HME=DtpKRVM$L&Hhon6my2S6L9Yt*UHboQJmi` zc224&!l)qP5$gCoLZY=t8s_0~c5cgm!A^Mf+d%@n`^hDy81)1FNRFLG_juLNIro2I zxEVQLZ_$DxTg(y%Md-G=7fF~qcD%z%W-Z7HDl*Isck+X~pbX(9H>?mwHwB)zCFdu- zqhT92sQv|u8Iz$8nszhSP4nFCvd+mh29FZW1ZL-Olv4Mdv?%O1OPt z6~Wy*I5-+!%ntU9X$`8&tO_V&UZEmd!M!CsJ)%4SYvY53qbnKD(;~K_2kKLV*bC1B zOz&;vPRB-@qk6L1Q|ugu(A!3i4-Ah&&g_U%Q{vbLeXQ_LC7r;<#w&TN;C z;3ps3wE&DepZ8X~K!l=y+!^nGNH)97`8?Jr=XedZG`{A;2H&ods+*g0vH+|%f;#OsYPE!7Fb=FBA6-u|xZY-zSP*e| zo0;4;0vqfQ;x~S-+H5R$E$j&r3GK4MXoiCNWXHws@PL&N?lJa~!`r_l{)qBe<{auP z+3NVM3~FpGfMDq2u~7+s=dz11)0oXt!v@zYN{jFvEz(+aTLWqPDz`=FhcEJnk*@i z4zpMWIxAhF0r~}%B~>&dl@ccAZc8NKz01+-Qj+&s>LRQICJ?9tX*pJ3BCcz7%p%@z z(B%l!<{lLEXPi}kVhtd&%V|p3yUo8F6ujf$ywN5UY`I9QF10Bd#A#90{z4ebS&b&h zv^l_aw11uy215lF%F1bkdza@!NMJdxLJm2IB$zjs&v?_c%*tmDV6_i;T(vCvn&~#z zYDq9{8P#M=zU@MyJZrJsM@P!;9&Zk%Sc7Gu0SK>zz~$k8IXu4N>C{-l+t;1Mpj5_> zGhf9iaO%%|9v(wk&z-JJjR{*J?H+{)m`K|IAQ8Eg9H-X}Gi0Y^4EOT18vfG7-erxZ z$B+_G<+T?8K_phR#kLnCL9EXb<**8aPMXT<2Sx7Fuj^Q(NdsdC%2jy;+;=`6@8^Mw zv@98gv|c5D^RJcTuCKXCH18XO72m8+%whgd5t!P>b>}Bhj&@jwxkMpyEVggT|39Nz zQY>;E#n|rP4CyotQYjOGo`8w5DL>tUeyX?;n-cy@JRD&Q38@oADFr&!w3O%68lc|L zYYz1BA9*ntGa5GSq9OV4-A#*=v1H=mgX4jdtx z;uC&;XcBCc<)a46X?3trFdakTSwLJ)BpJ*~fx_X_|Ah3FhRcW9p?AjeGrY!XUJMc*e zF6=gceowpJ%zV&;OWAKTX9)nqX(;aFYz!8~|0PTsk0$hj4gpL*g#;@2QE3XQm}vIt1LCVKz)pULXs^EMBqt#13Xk1iJb(qtWoB(YKFJ8fxx z_7D)x^yyEZabvi}9f(Fjmo@`GR*Swp4`4=rQ8Y+ouxuk-&w#G z(~IJ~JBMZSpZ?#AXLxgVqR|fsOq>(9+Pxf+S)_6e;H6jnx-~zDkz9Cgow3e?4$%kb z6sKI)SBB1D$_D-g=&NDt^kbg35d)osm0)3#R@60U<@olQL6%Vjq?PCnqmipcN743w zC6Y5PeQFer>>)J~>(n~1v$q=%`4n+yD%!H$3!tB&Dix29$ z%xj7_gH0$%rA|*7coC*oVc~D^?1vu2Qv;m0)f+IYr~w%lcPgoG7NQ|w~x4sk5xfN@GRxoUT&yCz3 z(@hT@iS1-n4B72}T)3;BqzCKyDE$-P?}UkB5Nl*WS^I%}DaimL!NmeMMXP5|U_<%3 zi}@2FjC9vB8(H_Vz)Uo?2&J%z-^+3ON-2n@oK&%{Yz+g#_y&%_(5+}v5g#}!n*5dD z0gsb+A2m1$*up9~so@3mefF|{fu+2x+LROJLDgg41V~E(P{9?tbj=?(|L_hfT4nv# z!!m*4c6ijbbExSJ6%~w)Vy^YDpJ9C;*F!F1_ahkb{!EPM?*6C6eLkk;#u(0X1bRUp^HdZS0z7%Pb^Y8{@ zRGwz3xqr$i=t^L?U%gi2Z6YHXQvDAfgeYiR42xcE5@^cas!SVaj>Bhrsg8D)B-{`7 zXbR8?GBle(`qR&g@deXs>Gb#vetY;QRYx~5;&&=v^X2?Cm;>lAR%8506C={EYh@}w z0+jCk?mngCYca0wG zceh^#C$L~318+=FiuqYna4BaiBJh|dA?Jb1|GL4Vx@JQXOeG-e_&(EPrJyq7NlPVh z_7u<--LymC%{=cu7z4y1&-c!c{6+b_%wq@c@W2*S5nD%p5l$Sk?;bQ830B%6@6gOc zG5MV9_MxT+Xwvs=m%I9>1vxh7GKcB3Yi3C-df+}?;^$l=i1Z-NM^^aqT`QsmDO_F!}8W*Wr z8Us)ZO9}&FS{tRfpQ_+0P#|!|D@O=Ti|K1mwb$=|RGJ^z;zooIJJd>@e0n4tWX~|N z*k_l!P@+g<=VaK}&1fW>O9aD4`Alx|D$W@$^v)6p>7)Lx)q?7x{H45I&*ANAn|Lggl?Ex30z%l{G;b)oF*FD-EX<{FsZK77Py|$30Z5!Zs zbL>WcDPH0hpMp9SA!Wt~++{kbaI%pA{7_#?X=uOm8s~KGleOlO=8wkB9^E#qsgZq8sLjhbMI+u3UAjmyXA+V*@!SUv-;C|Y5Y3pD`3IxW zc56c%%m%<&2C4YA2TfDJ$fRaF*h?`NEPSFy?SCyDL~kMmdfun>pf$BSW8$90vBO(` z2F_QJ2Lp1vJEf!al|6wp;0o|b=7G@-kyAjn&f1s(V{aL-11KnBaXbNW_K;<7uLooQ zTniA17&npC5LAn*{PkXcg9KkYgckXjRp($wsqJzEb4d*BorIexCT805L}(iOC=q9l zv{6u&C6f7G;L7t%gQv03(Ok`?G24rO!7JUCX)h0Wl}YVO>zDNPnYWjbMUp8mzyi$; z44?E@;+n#Y3NsqWQpXDQ2nl1kQ2@YH%Y(cTT4*u#e$Cw1EYR$rgUJ^$>3ClxJlI%g z(ILhm|1s+9W7i3`ju3@>M>1-(*fkkO>R=7r803vQ)@!i|{E2K&gg7;sc73*g+kFwu znljlX)V4pK@F=&hEU)7FZD?0s3GWAligPW%a`)BrDsZ+$7~b zSpX@m^Ywsg8loRGgGHGS)MdnLM8f+Tur=k);!!;@Ho zs8R`k!a-T1*G00@2j-$hK=gq=3fSRs^6Yw#-l~!al?6kw@fuuZekAgLjk~p0>=&cu z0|J8`wrbz_yhT)1Hh48C!`~B-hW8i|Fk@7zPZr43Ss(JS|71V2n5^du%W zBU+mH-MW58V@jD*x-W|8f8{md?cr_BpAEbJxm@bg*eq&KDc({_h zC~E<*dx`=LMKnPiSU(1+1Fu_*IRNuqWRWX#BN?slz)=J-D~AvT5AhY&2N$0ZPH#VQ zCG{(*yO2)6^oT{~u{kEw=&dC7S7Cw->hmWrumD*xSfc%3Y0H3r<^W#+J!QUkE)YyC zT{ziz4EaK0-+aW&28D38=-6E<$A>e%N;V+ddy3vAYPJWFaS7x?{ra)nXyL4+b7~V4 z;_61sUuoKFlz)V~_nHlA${^o%9~Ul*l9=R+}N+QoSRE zWtqg@BVUw&SWSU{*o&)X?AP5}@sQF5F#R}X%{8F&q>C82kvAokueJ1eXeyZ7j;bS__WlY`}o=4+Ku_LNL zF^kgPfj~nVQ{4vYx5kxnL*w{{LvH(k&>h~XXDW9!m{T+nF3+e9e8#(M1@tPZ^6)Vq z8(J#RHZxk9q$}E^Gm~b|3Xk9|K8M65>4$Z>Fl*25CLCLw)Zk2LoF8~2BNy)LTyX!# z6?1hQ@M>d!^5#|{D}M8ToN=~k@sz;M|CJB;Q%`>t*NOq* zTS#uVAPL-nV^OOdW!foJIfA_Npbvs#JmL)~he3nw`}YV%?WArDeNx%ni1N6jJ&(Tb zomI%RJc?u#%W%@W#@ET2$H%C7Yl=Chdw}HtiS#aLfR*hxzYtnafCUB#nM{ zD-d=)&0=7I1Z(0a|iH#y*$Q$_!2UvhM7{imBmK16tvg*?is90OdiO> zB)y3qv+g}^Ly3?@i;-1f^qvDS0LrAybT9puf-|-VR(`rwST^C(k+5k7B&^5S8DfvV zzq&D2FfB)iU&V_3!n`FpDs@rD+S8WMut)h^w{R$&p z;)>w}F{KYZ@u%SEO9M} zBTEh%tnsUMQUxQFhrH28R!|BuZBE6Eql7Y^o-?Y*rsPNNU;3(w%`l~P9Lm~O7pdv%)7qlBv;Q^ zCiW`=>n}rV=&NQD7>NYMN*981fIoTGp9xrv9NHgaGPmGP_NuXJ1I(zRS(NNFL7HH% zMXjO`qxiqJ5|BfoBn${|nDXO)X*$jW?T)&JzTY1x+~EmY*k3 z`Iy1)9s}S2s_A-v7u8FYL)%ze zk2y^*??|*hTls`O&iVtuSiGXyWGn_~Sb@`xTW6rE z-l^xQp5p?r_M+x6MqMv|2YHb6d9nwi_pWw|v26PuLM~W0yI;u{p7#t`-)$5E)_|=R zazHx1E!yri&bJ9cK-;3=(kR(0t(*{v4!cD-!nnZ{e|=pJ4PSv^HOG@hN5)XV6^a}c zQD(C6lg%R4g2D_`c?7cB=OB?qi1$rJj-;NS4=`B_h^%5A(AXP)+4>LB$8$PIv~~;R zLm+5I`mOt1r!j4X2hHC|yBYTKd$VRPgKvlZx@qHfpJQExGjfCp_C@=ACKyif6W%;& zh0aSqG<*>@xAq$wEQvr66@fzlYa^l11nGY-H9jSd*uEY0n)ANwy$14$y5iFc3O1Uh zD>7fz9>?fx8)=_^qa;Ux4g;yzgYP|AY7b-7--TPTzuyw^rX;$kVP$Z_M1Rwhggl7L z*pm@K3D1Q#4?CoD1_);~V=eZ>K?|-8QsEWtb(8JXO;7eUG#BiBG+5ZM%fTrDw+V!o zpK%;JTYIj6x&`KYxqT#X9*mrP^%ak#G{okirdgriY{HzIF}NC!Hsc z_zjRVGnNyrEe|OLuD(mSdyX8f&4G(<5(T9Vmmp?WYdHeJ+cHjK$R{|}Ej3OKXL|@$6McZK5 z#NDEL7Wnel9i*r0wx8EZNOa#X^_O#h1$?>D+*4JOz?xEIcW(>a_MFtz9lpHVH%}5X zNb$fM0oR;Xrj-JCu3Wp$Z^`jxaK|vBSfUCr0gp5R1@!jV069R$zY%Z-*Ncv+(=(2_ zuM~*~m{Nc2P4uXCQxA_p-*T#Z>cQWAq{XLX6>@@w9J&9*E(9hIvCWdsapM=%Q6$7>fU&^|NZ+?;GkXp*9}>N z>mAt$!D6mZ709Y(UD6V?SwNyRRyNv+vxfidA8y9ObdA5D>eXBSy7#+fQW6uy{g#Vk zt5g|TyRRT4v*qu00WR@HV^+>z+Fssxf5M6-f!xqcfI3UJ*$OG>`vk=I~x^*g=QF zRDj>Z-}7r;Z5J`(9@yTD=ww+IGYn#)|8`ln{ah=+a%>y^x(nY@ao7e~9D$tqe31>? zF3Cp0;!rf|^uapOd5-nKs(ZH!e*=7$=py~E#K(OVisD@NDgl#Kf(B~#6GvK#U6KRg zKiaisStgX)o<{R`+>~d_b%ziO4$q&q;*YxcI2PQi`@$o`UKUQ%mp7;Y+oeI?W>tg5 zu{UZ7V03InoBDvcqdy^wYcFl}ubaeXT`E>{n3+(bQUuTCR0YUh%0nzow+UAP0 zNsMHqAT+lln4SXf3$oID*v}JZLlC2P@uqLV|NRe^r=(M$w|QRLS(+A_ky znHP~=j6l`J`)qvah}NhAPCP4SwmF2%PH`A5_h>U0hwQ{K^&oTI;x1Lw`^NsX)(F~%YT>c(N|}(B~kX?M&Cbm_#;kD z0Jo4SZW;OgT<*J8e~w9Ly4J;Nk1a3Z>g*!ABx!1{N29x(FLzj>>^($#PUZm#JwE*U zBNvvc+=Sw1Tb{XD&JLd53CwCwyfqNaP|J9~nn}+ed2e6iBo#Jy`*`z~=jtmc5%4nYiKne;-s$4CY;SkGBUq(!if% zDR}!5hWEQic!;R;A&NZ0jxh}S6+6;_18^G3Bay_|24|HCzR6Y;lWO``+;iYuH+I}m z()?WN|ECQ2fV^?4t8+U{09R?GyvzCBSZBWtxwA3JZ;+_gVmco06M_@&a4t=0pE_D; zR~3Ab0}HE#f09IUU>){QUEP)s+ZJN)$dF-m)QInvTk<7P=#)HWFOFi_z3TJ^?3nn_K$jZ9Rf+T}L*!&jMDYt_59LH?pr-49thAgTf6wyE8oln&FWhFA6Um8O%5}7v zN!e8Wtd|H;b_PAe#qp|-k@g&ziNfX~E;hCm^o7tV3Xyrx?nTjgFve-hJ+Z4)Hmn!2 zfK_fU6@&&*-6yH3w=TUI(u5jIrH9&l?NlWY;q2Amtda%f2*J9cZEI!H=?|BwC5;yt za)9{Wf54ePf0q49ns_Fx<_pV`nc=9(u$>iCK;&C!9K1UJyT55h#2R?+&A`-Zg&@4I zQYe6Z3~YM#$v-&yS&45?uc1Kt-9-B!{xKjdLo8kp_RoDvjte87>IIsY@Sp|njj}~= zMLKW_-fZYk#v>tuC9s1rAT-b3&nX0coeg;YVpC{!Yp-PnAsr z$Ji;x9*0Yo0@(dlJUQ7R*i{Db^4>7H@h8~T2I7N*Gw%#HR6J>sl>pnaf_F~-DF8E< ze_mTy&ml`}>K=Py0^tuA&qMbk^o8+)_am|B?`zm{)4B%-3>>6b2Yfm}M;2Q>K;d^OWPj>rc+&TB z{7l&p?cMSwDSbA>eaI33R}ZgBmCXP{e;C8l-HovGu%)knouP~x2cDT{q7jUiW_WWZ zjWS5Qsi_&(V#qDR*k}{GVa$4>3Cvy!Yxrk#64HT&@|Ub!WeK7w=o;7^Eg27}rO=Bi@VXgMgdoRSH>e}t(O z=b=K|%WF1fh}A|i$`=rgeni0beR&Ydggb3~m&pZA>-1u*Pb?mYI=g=FgcX84>Cqlz z3;k5BDU1?aaB*ICX0rs~`hH;W?tFTK^dQen0t^>nn;%ya%~1KWZD9L?jwX|LJ}KPz z`?1H;1_=6&UyYIz)3b^UF%ULGe~Jf16JJ60pC*r!>Y~xgH*OtgMt)j4jIdPZLgo6P zq7Ui3Ira;+{9`B1GgACbx6y|MN<7}_y0A*Cf{}&l)335I!lEBV zCLpXfl2TrKTI5=Zuz%?j%8{zP&RcA6|0YaYLj@KmTEdon!LqB1kLh=Je}uz$ne$BE z?2s&8P*Ro#&-A_xcbb6!CIaNgZGa7Y{TyXgVOF#z(lqIro`42U1Q5OyxuRYfgY-yd zf|mdjSpVGr2bs!GcWnzAVS+jzUWdyHaxvZvO*26uG#P*8o}ZBXi1cI1Pb5||_Cy7x z@WEakt7jYZ`?fIAJA*5QuDUf-NT9B#TCiwC@ffEaF`@=4`r0gsQ8zQ-grfBj4`O^e@CFAbY4@oeK61x7M@ z;c9_W-YExlUc;|D;S6!tFwlA+gWK*@Z8AqqDHE3u#vq78<{_|Fua7~zdK{Upd#zBd zMm7mLa@)-EC7Avf%eyQj4-E3WTee--*7~xXdBLHqegA*nbjM|!k@d(M$_@zR(j7>x z>sfSSfA6chyqJe~UA-8|xb-_UoGUtDe?r+FRP_Pa)9#K?Y;pj6=*r!y6Yya=UHX}* ze^8lW*D##@_E#tMj<~$)iQNI4l(kY19HAcqPM9VI8hZ>0BD`Gw}vCG zbBy5u1geoQ0d$zg5O5yF_uL?pyQVKryT<9Vf2LbxgF(*R29g6zt$xLSgh@gOo&%eI zO;7JFx)z*1W{6$i7n$@;w-FmT$KlW%v6un5E3DB(V6D>);LYV!J`$RD6fbQ4JBNJO zLCuGk&4TL0qZPI3H54!x)`Zv4-5^~e1Ss&hjI1`!M(zSodh#_-6zm`H7Bt`@sixiJ zf0WKE;LT+ItsX}su61tUS8Z#5m`S3H2fv5$9+-Ep)v9l2X;*HRXx()8#0HK}tqjMv z1(U1}Ry#+18&aP^I(=cPXFl@{0QmncGSgKmGMZ&gvxSCH8iZ2c7B9YZT}82ywEHp* zMJq+f+Jk&ky#p_xWsj%$taF^o03=#oe}%509y96osL-Hb5TFd+>bnIB1C-Z4nYYSq zh%Ys=dVqRN`myTidB`LVpHWb{gYpm2R5dV52FaHM)dB&YfzusaV0G|TyE7KP9y@ul z9#uzP2N0k{AB?N@HzvBsw8ZddKLqIi@V@L>JtF{^XAOT>?2UD60iWvZ7ZB&Ge^Yqi zR>HBHSD3X3bv10Y+f4I3t7H+A@J=p8iz5&NgifrDC3>0WYVa%Qj?kj$Zp_VD>{OSS zQl%-I+*Jc2=Vy}$z3&9O69ayXF!EED6qA!h+U7c2p_PYXBRK&>D27+a1ZMBNm;zIc z7MWlRtXXXC8y3K_CI7W@d44Qvf96JxDbF6`Fkv?S`cup$XqFT1kz|F^-_H2Je>t8V zvLW&aiH=QA`3Sbl0F>mF>0dYnU{TGAoB8m%Vbrh;tG?VnGvmzpz(~UZwRA~(~7HifEVK{3&EKci*e-opt?^z-UCX|j3CtLFJC*$}XZ~`M`VqHz~k7|^3gcrLc z81}wto|&63UH1SzyI>;bZL@~=i%hFuPM*s794vOyFvB1i_>|mJlF%JnuE6#WBGC+8 zlp_*Z7C9-8*9#YDGY0EQ`59`e>V@uhB1Qm{O>E| zf=>kpoQT$CzKa^iLPe+CjK~}jc?}W*bY_9^r%R#CCw`i%`FPP|3b#woPO40B##HHj z?q>o=$s96p0*yT@iUKGuBnedqyhx6-;LPi0`{NURehVhZ_8=Dn-%BEGOzG{sMowo& z8~Qvh{&-&OWiYX=e}A_jNC!GEt3J&6HFFw9W3K~4>0?M27(oR86>{Zfy%9Vlsc(ln z1QQ(BnWzvrz*`!MkqXC(>G=J+290W%xAR~nBxHbuXY6xfy^K4!c%1ikUZrTbQL6PF zgon~$m=Tl#YtT}^;K|(XiQz~ENo~fT**t_Qkn1YRUWxR`f1-^>6saEP4bsXjEDHQ{ z;!02+xMfd-S7Wt%#-BRDqJ038CeB#9(UHEwtE;`6lQg3Fz8Ss7d7-)F)Ibeo9f=0*~sJumi^gWqt^5ahtp3$^OA2PkE zBM^fke{+D{m7^ySkVbdIe0O;isPQG#g@mc2X%+-<*_yiMd!i8Bfocj25UeN_@wi;m z$^H|D+gharN86|{6y_2%#fIRC*?^lO{&z>>t<<+yHh0nEby#mn`!S3iOwe}8<&3L- zw;Lb=Q|b(1V1PVZ7O0H$546mu^p~1Kyn z_c3`4Ll*|__17y$AA(|v1U7|hIf6GH%Wfz ze+T}$Qq-fN4Jk_G?Cj(z0|(toKjD)-KA#klaSCo!t; z8V_|u`y`v6?vXxK+|26MucF^@G|}`Of5V4Mc^2cZwnix(_nMKNo8^>iGWEX6BhI|a zk$-n8%eIFqulJ4+fhP_w$9adO-uap4q4|H%*4>HU9~Ov!W_hMmxno~paM^^vHoMH2BGiYUjtab+D11Jf8xt5 zDwRYO$CI`v6R(htgf9qv*sj7uPG!upjgsecSe?65H!9KQ+ zWEi?#R}rJ^>|U(@_a{D!`zpuxv9AjUg3JAfv@u(MdG2RLB?{!BnAA*u|5;7UFcW3? z6Y~*!z%4NS6hl84;XqfnTMa<&FM8f{Ed!nQq18&A!#`ymC6Z_@-+4=~_?pg8!6FwR zhyS6Mok81K-Bd#$jA028f1~*Zv7~4~lJ>2UJasP17BG?V#EnEvz5W6<$Un!4G10+- zhYJ?Cnb0V^k14;uYNx69Af5XHI)iIs~)}FQxXd5J48LS>U-6)`b!FF&~i3$fwo#hMleWYP^ zsycQe>caP<2(M>rM)717x4g!se3+d=k*F(4Za2AoahR~$+<_Djiv;- z2_jPG;i|=rMPqaX9rwEhU57{e`0%g(6M8+vIKw24;e=hNkdJ(NZBwryu0i`Nyb;}9X+J|?+S94DG3FN%ggkG z`xvjSo6RF8f4<75w@W({VB&nw#?B8i^RNV0qwm4AqYm+1ZP6_2n1%R2CvGOBXw-f3 z;LTowJ&6QupU=u`H@2Wq8IN?m{ting!V|9s9BIw!Gq56v-*5-f4eulJELJxb$~gy@ zR~b(0Y4C7*Iv82j$Kju=S{NSVl4`&DbU9+mob$2ufBBV_C2*_C)o)C)htFwqkPxQ@ zBAu|=S|Km6EP3VRYBj0TO~=mRMn+n?x)6O_Es|R(sFph}uh)6?!J-N-7}U&~UTUu= z-i|D4qKXpAD>1Aplfu6&=zd-{W97ir$%_(_kC7ZhcZ;JlG)Xhx-%K(E$o>FGI-o}n zPA=*pe<+`eJ9d^wg50Z&cLMxhbGlgVB7lcy#6=9H!FQ|>5HL z5LNmA&+e`7a9iEbpL}Ji2l}MENYQ{*?x=Wnf5Egro>Vs?`~knJpKQQqtR%<6Qx-2( zdFHv2g`qda{a-=GfwNF0xS4+dH73kzSDby$e}ph? zZs4#&@^7m~vPot06%SRVYO-CHDal$pZ_gaf6CcOYVsuugh+Dm=I6X1eIg84mFY*PF z7Em$3Va|CfTO}p=x-TAX00K=%oxEjgp%q1Z$L2OWDC?S(LhlCK&5s#IguvcB#V}73 zNEArk86#2ro@@zG40pF)rsmq;e?~Foq$V#^e_BnoCEHQ<*=u#OQK@k8ngs?h#Xq2) zgwUglp*MN$k0Feov_d^uEEX}>OP)94geTd)-=s;KMja%n6_yr&xEo0MyiOx`T2hdB zyw9NNStzs7mC3Fdr)(2vLci!RrxDe-g`N}-VT!bZG=Y3pO&aII2HYr?e>2MKpQs7M z1qbD~DNvFyU7JHBp7>#l$#5bx^g7ANVJyWBU3V6#J;bgGFK=_;vB6MTXUzH6eMBqB zz$$i0*)yiTwP4TrS<#19eOOUM(pj@uAkmQDw5J?2@h1zQxOAYCr|z#v^LO=(3AN&U z`iy09f3Rj3xF#KtFF!aCe`8;%XLKU_VqZw4^gbtjB!bs(U5DL7z)74ZKraH#SVn=* z+k-UJLV6{|#uG%<^>;LUX;ttY+f^MNj>U2~sL_i-a_}JKDvSsCe$ZP$C$Xgg)Ok+m zd7R}N)VnrzI_zA^;MyF2)O?#@VgA}b*rh1XVqN|Vl9FOwA-8YMgkeKe{RPH6LGQ(3KI$ffHYYV zOJYJZN>hzP0gM^d7Va!4V%@0!ws(Lf!1E5irH1~hHYypX)`Yk1iTvTmg*_K=HKce9 zo`#~_X|}x$u_nZjyxZ)ag3g`uL83n5?N%pC9jwCM>o4W>*+BMLmkjK4@so ztoZr8s3;+qf7a})sZ}&%14TwbU zfLf^KEd^+&h&Rpd>)?VUms5%)hFEXRBG3b`jDKxe`?Z@=skBA;bb_DoL)%`zs%>}> z1K$-2)^=u>|oB z!oLScnY@Zk#S~L<5@1c3*r>@khY6O0E<%utL;NIZY7!R-2cig{F$zMA7i^u)RAO0C zTu&CI@M@XhWKf~$Obeo@fQYM-$L=3SEC$Q1`VALYkQt!G#7Y}lkMAPT;-Tm`MI;th zJJ~%`e+>Kljdchm&`jubg8Xd_wG%(Kt=Yot2?WG`_MK}Al#*M_l1ZMJ30>TjQnA9!6E(4=8X8UmU8jPT3>jDQ zoVr#MX;VyLcpgrG@GqknVB|HxbIEo)p2z7@e>NJB!c986JUE6DGdwuh7Qq-4;ji78 zzY%Rrh#@;gK=vYCz%0pxp+z)>v;9~^vnF+q;nX``%aCvb4wZqvaRnEx1Sm%SC~aog zV8~(qjk}h-6SavIvz^vR+68@+A`l{H!EptC&vzin&grdXAS)DGf_HQUx_q8U;N#-SJuX~csXV0J z8k_eaY`qPrgZwK-v_QQj5v#JU-BHZqHimsCYzjK-o&?SuLI5a+;%lrB_`cvA>{ciP zn$JY$g1?L2myQ6D`fLU?P-&Fa3ehzse*kE+6L&LNRHDiS*MwKVVf!q`_R@<8&W}?| zd%z=WR!jQcCCn1_aLfm8f->D3HIjFDVCDr1<$GUVe0}4{t#)k@6+KYmr8+ZGsgDjh zJ|7$wb?jij_acB>M8m}*fB)NeDUyH}J@^Jorh^Ob68ci(XRHc6{A+3DywS}Oe~CKq zM=xVjc_w*uP|bF~Vr%{yK9i9im7m81tPtx)WU4XQA1t5%dfI&e($p`{v8e zgH0!*8X8TLqs^R>%5?Gp#8O*+MsE|N3rID)COr5b(iXwr1==pW*0rkje}byX`+|R- zj#T;p>@crfaCuLIlA@mMc?JWoNu%tVz$rvRX$eS?ehhIW6c~g9UsVBY0Qy?Q_qZ2;M2gEJ1bm2x9e)9ePsXRnXY&`qyG$R859Si?mrc;ulyH2p zjE&3Uh*GZ~72mS#Q)R2@7rI8SN%m5=yvU(83eutfJ4;f2D?G(6VXZX5<;R z?F2nok$7l!IOY`d&z3y^kt9lmp?{;Va~XBLD)SBc1tZ@_bKr*gK)uzT=v@zxrUKRg zajenyE#b|_S*gt9n+RUXmGe*5Hl*V9`3vV|eASOy6!4Rvh_H=Zet&F4ku5G!nEx@r zGiqIWNM&04x{T8GfBNWPnvTJU2253Nyg(`9%t4X3*%a4F##zy@1e`($`_!&`_1(p% z^6vZcZTB4IxS@Mq7qR6`5++ZBwY#-0zELcLOhv*Ck5KL++eZdfZgM81Q9vKdgeIIn zp!3^;_>Jk7g*&YSwa5!}2}lwlo7M1YK|&E_%tf`RfdU)(e|6tWYMkSG7_J8}JkDNS(Bw;%R>c?xjH?Rsys}FLS(;#I$sogHSHO zZ)~=;_upz!0apkKTvB0_hpWI!O5jb2Kv5%JQE=_eQbo_n@1>$ZJZn)Z&5$szCNyCKqi}x4WYI;*TAj0LYxkByMdzef9ACTE)MZi_DzpteWi;27%%3j z+Td-VVbCebSLDsbKmc#P0gioUU7p#a4rdkiv=^h>jtw$PP`5v9K@%%VsikjorWQu` zii?h`c->dQzZ=3^_f%PV+haBao{o|%IMW!RRw9XZ;pg{SPDXc%Rs%oSJ*gLBJi6j}gr#30DKe_Q+a;}u zQ1F42tcHa;i`V}sx*G!eck=ScN4g_f4Wj?je-MsLI#RU7?_EH>Y)TTCpy<9CxTH>sux5VyB3Yt~ zf9@5~7_nYup@=-53K2X6WQVq95xPc}-45R5ZF%&;vrY`D>tVAW1xv=Qc=5C!h|gF= zCAD+xqDPQxCj*c+z0eTeg}&g`x(Scek0m5+!#wJC3JL|H$(kePzY|F{Zqz-B%T#@_ zyjYjS1eQIxgX%--D8Qp4{AF&_?q7vpe+Ri>nR-|1JX7R$9=LkU5g(pinlE^4nxSFV|S_t(3)_b`Cd)eG6 z#}?}IDI8`eBjq9!YFI8MCks?)8!*qF#cegOj7=qBlanX%vMEEVJI-g~si%_;e=4BN zi0IU!ZX5xn6k^W6y4;54G}J4)`Nwp+Zdn@Ai0oxymW6?!5-w2lHca#H04_A!(1L|v7j=s7FNx+dT%arV_cnpCN7#U znsMTi(xo$nehC)$wb%oO=EggUe>eu^c{>#i2#nFADVoLp6XE}-er#YCsV=C9sO>TA zva4Ckhl!jL0w2qbljc?LsB^Aad(=uD;d2TP0p&j;W7;%7=Aph9jnfBpYZ1}h_R+ja z&Kv<20sza=-A74+@5!;R3`JtaailP0(gTpu9+yw~kB@$V95v4v^wZ<-E^)+vM4s-3Kuzz$om z39Bsz5hG=RakOI;rik>dk7DOdOBp&E_=HsSV5meN^TXnC>wSqBltPqwgCLfFbr4yx z&nbTUUOE#YMpyhvx}k3IxJe1vOS8;KNu-h|CiUgjoO63s~*!MIAJ zkoUc9(NDh%um=i@BRb<{qBFNyi^4+%SN1|5C+)BuRlm?^BtMNt{C;l>Fg;{OJF7}0 zD+-NE5tikn=wJd`y;~BRMu}h`T%!FW38Z1r#VYY-;qgi*N{-OcF5&v=L@oZZ^ng$F zjtyxbFiYG)f3d1*c(b}&+YB^JBL|)Q>M9jy(_;U1;Sl#5fCCeXlE#4kyG!|c*AWr0 zA#FCF8D-P8d%uTl$9tB}r60e-C5#KLJ~oOZq<0QrDL5i?jRQoIq?09Vg!*}mo&X0m zW(wmTVz2T)Rb6s-Y&K z_v>}7KP|-44cHXH4cPGzxcoy5#gGzq3>9NzFp#9gY)Mi~`T8`YHuDu4KU5Kz4WGpO z=4lvUe?UmA+{#pePP8V=t=t~oEq!rC%VrB-WBr8Tm;4C>eo>Ilz|q+W`i|V`tM*vI zfx=5hRxbcz>hRSSGpc_fL!=A^YBdKo54fQDp&TRc7vupK`ornLXpK-onSj6=AbWiY z3PEj6!4Vd6@R78P(t@HnS3G(J4kV3zcA>rtf2f7RYXay{=eqA$XOxkmU0Hx>y~uNO zufib%Z01>n8M^o4Y-NL$1l{)^>86e-(t`z5EYEp-7=x4_?7Q6r1r`-$wIO(<&*Q0@ z&0w6qKhr#g-m+qY5bN>^V3$urDB<6on(_mU!+@bjTbIja_!0Ug#wh1nsZ>wO$4dk+ ze-{3)o@g-@&Ertq?4|^G+Me2s2nm}mH;qd2Y<|EU-a$Un%)$P z$+3IhT|F(Mh=mgpb`v)9tAow-pidN+zq8cO6hH4l^EWi2Pk`O~lL`1nStUPte@W0| zS?L3({rIC!s-R1#qUoo#CNOJ&c`1kne+CXFFm$V8K_KrVS9hX(Ily$l4K2JeSwEB- z@cTptVjB%bIB!PKIIj3aRS~ab(Lzrs?C_3BIZXsC%K$XgPJ{<30g^meQrW$Jo$$@Y z$GFb}@487nX{g%uh>Q3Vl0yiD=kEn8`Fpk?YP!&=_Cy>aLCRVaFZWLAYQGtae=Er< zj%;-PHCZnsD9PI~wiH^PM_UCGs(4W!8Q-P^9rAAwo%~gJ?)P4dMlgkhrjGMSQ z^D;VX(LQ0Ek=fFi9JHrdzlbV_f4n!%C@iwCu%Z%vy~^XOhuJZfunKFvNC&^Mop*A` z*ROh{dE%J@!&3RqH%euX6{yb>qb9oC4; z!#(v(06@|1Jyoa{hX?~!6X3Qa7t-6iG`<8rTrOgk-e9krzeE_8M(1SQf9e-(u^K$% zs~GDecOygj^d(QFh8k__$>I(P5S-YGLnd|ITNN*-y(e|088`BJGP^fGHL_915q0PY zCCOFlb$n@d4GUMjc9oBntmZ7`I=^)gG*vc7lvGW25bV*zp#5=6s|t&$FjtKxfmflf zsS_Em`H&sV55W4wxjtw}e`0Jd?(h)?YSjS_IjsMxQ4ZE$H#4OmLLHjDjG?5kDu8Ga zDApi{@HK(s=FDESupT%MV7Ue5C`-l=aRG*o??~vK)FPr`K4r;|8h3eAk5NBkb^5{3c3J2p^o!@R%Lp4r{U}d< zW6dq?U0@6z$x+*fe}xRAnC@=W6c*BMZ@T+x%IlQ-%w|4oiu>7oz+@5i4o(wT+)6cO z9zLH*)^jq}S{gB$%*69mC?1UE#QI}x24qW#Aan$l|7sGn z22pFry(D6qZEvp3>41`{m4q|?v8G+^Y26n=w3_ytlJFtZ<~Iqxow{oJ;RM|cm*a9 zlG#x!oib@kJk*$7CWiV@f;56GqU*W_x#2Itm|}qFDulZZ{(j}Az(8=!>P=Y`P*Zzh zJ3~V0f15XTyspR_#P37kE$hOMe`jIg%tb8;Mt;VRqq|~hsps9UGZO z_x>W1X{4679A{uCfQ~34_L!KAB-=NVpdpjOAZzI6tW{u*p+E;x{jqc=|6$}5Bji$S zbQM3lzeGMj3Ko_Ezg!JiA}5T!8cr6;wUfv6e?AIaX&Ht)HVSY0_!ENYfghZ}1{E>L z`AF^iD6(O!`To~Fpp0UPcG#|+KqW}$y4uR&$Q8D!H1h@1*xL~MS@enj#fqdzLqqvD zfFqRinZ9vEF8^vsO7to*93CDdc8!bhM6P{NTXO4pzy)cL8g?s709lxBFDV+0KVHjz ze~fqDPG(=bmuY{@R@4oHXkwKET@EN&cfnc97uz?_X}=aRt~!e62Ws{Ca~T@@hj>=y z#O?e2&_#q=VST~mzTLPJ4^%bg?=%|8R|4QTc_2ml0xpi z@y4IEBBSdB0{5dN9%4DX6=mopxOhOYfamUXyt71s%%OrQel`GLJT=zTAg$-8lFH*I zEJ)|m8u+!8P72D8d5_e-lxgTbSFO!j0LEAzQ!nLliX>8z^6#ljS85HdT zN^sHuo_Q&cYx0Vcofb;v*b6QB%rs1t9-VK%`D7b%ygWQs77m2%GiZfA;V^)E;QIkA zy2(z02%OZ{GqW|`iinxoG3~k=f73Q<;{Bm(AH1{=E3WG_94;a?FUc*R6zq)gdYuki z+Be&y40F{~Y>~{O&-_v*tP}{*0cr~1I%)J_SpI;l+{&x#uiRs8qudc6#b_-_)FR8$ z&OO}R`EYRV9a?KK6!AG}a6PzxJrmMf4XOakT_zV%oUMbIq#R|hGf06ze^vkyZ(yRB zN&b@@V&IOUeO4we7Uc-9;Pg>xLqVa%Bb%w18d`bqqYVv9`|33Ogcur2V_Phbv(UMf zbI)sBD*WI70;RupKsa;dfrXeUiYp#V(|}EV6jF1CyfnH8|Be+hF$i_3KhPyC{$Yv{ z)>kAlh{7P+7Z28|uz9dPf0MH5`DdB~^Q-g^H81Y0_t?c6^CVi1Z0@m-i{V9Pd%d`jjk2wb52l zl1r|7LIBWgZKtjy8EmDqsU#aV7)Kn>Unv^B>B}*!DC+#{UM)tEGDj}JMKDbZW`S7! z5QOf<>nrX}QRH^Df3L_mAL%pgq%o$UwiVcDg!Y1p%LOjwh*&9l35CUr2M`Ar^hUq6 z*CR_88mF6#FEX=q<`5oB2nM_x3jKp8I>mD@L5DD5w|KKFP2<1@HOcdBu>{0QBAI9y zX2M6FSL{`qTGuAiMAJ51Cbg%Ac^q?J!z7x;A3e%~n{9VIe-(uwNR$-hnFTVYY4bC3 zhIzRVIaQlgB8B!$AyVX=`4Zi$8sFzT}>hHwjO?R=_(_k$!;WkvA`N zr{PF8q8Q3?e|+!NlS7Gu4e*WdWsi_(Sea`i&-w=vRoRJkL&YiBI2cPc!W4}60XQQN z0t4Je=8q8$!4+B@h_r4)Sh31vl+5Pxg{2UsCXD6>uy}|qJo3UQ1q9XuBSzcH4%)2c z`HTs+wgA$;Isc&-{y%vr6I33jIhWl5hZQ%U!Wrxue;I`2V`9+eMJ5+WIt$~6KR5$z zV&qNN4|aU1QOY&{XC`%^BT7qB1=AV2gR{>s#8Y}neU z8G5GEq*oltE_*I2GByeB3Cl=FS>OSiwGF|E>^%#aU6o8rF3=FsC2TbHyXk4=5M@na zt0WVge{nbv$Au&yIkm-u@@_Un(37XWsT0e%PZ+xO1DPeU*AdDn2p=MR8L_)JT=i_v z?p?%?i2m`nT_4i|2^R%{+>x)?1w)I|9w^OIUl60d0+)yeAKkVYGZY{WQEa_HW=}j^ zB_Q0KFoJg$HI6-CR0dgsRg7|1BoY<4cMhHbf7`QlQ1saBY>l}g@jj;Mo6=P2S+#Uo z{R$1#?wdE75`Jp1c=Z!0lZNOY#zJmtw`Ht7-XbYx;dTo0Ba9@Ww0W-Rlc4OFr86o;kBi^n@=_*5y z$-n!nkbQL#Sgt-B#kJUQ=eC_8+(TerB$vrptlo7XT$9s}EMf-`JHb~mVv;9qC$Wxh z0^&I;^3ZhKYt7pXCg!X=I*R)utYqRef3*qwEqBae)^=|*?zsJGEmH#2r@BTnAND2r z1|!poHmtz4k26?-sHRM@RfuiC5%=b zE^&1M>Xwk@e_|hP0C+9Hbcf@mnB~;E@X3$BW^AJ{7?>nm;oSasr}_v9BaZoye{BYf zGXNfc#s>r-sNm#UyPr0mpiJ9)C6&pjsvwE3IzV1IQR1$1vsN(!pE32<-r{k}h?9SP z>Q*{uf&{BbB$X2oP{i_z^nj zBn^8y^LXbETXbkbebYCM#}WgQe-`&gFf*)G!TP+0zbb$36Lb0=ifoxOHvMTUo)`xZmT75gaW+;D~1#lwH6|60S(ul%MgIh}%$TqI74A;Pb~H+IRqUQbGW3PDPtP}K8HQLpY&(hX`T5C4j3CR2XCCo|Bi3xGX4{}qN9f*RO zZ0|#1sZ;bEE~p?Xl3*n1TJy(guxyV&g!Ac;15!Fg%B5NSI%6&cWpi#|i(uHO&U9}u zn9t*({Q$EH2$l^KQraQVpPk7^{kcB9E-6SN7+PBuhczClon!Jee;Ar;q3>lmZC++| zlFiLUQ=0BX2Qk9TZ&@7XBN~K}O(lXoOA3f>wV|Pa_P9Wm5B=+12m1m3Q44umMH|O0 zCm?OY2ht8syKAXp##}lsosg!d`ZBb$cl;{XCKOlFt}GK#NtiL=kY318Et50^xP@Z% zu3l(e%>3o{c8JLve}^C#)JpKUpP{Ezb+~~>i?8JjYJu)zlz1b$wV*X00Wm4hd!fs& zG0nJ=iwqkz+-?7Xon&`<^o4HeIG9FG0fiwle?VfF$|sw0PtozYNcvVvMX7|xXhAu) z^=@v*n=27rw{ihHnbSeM?%i85dSl)#x3f~(F&*GU5gT3ihCGe<(5{FhiaIS`jT8Ee!@5u8d`9vdK64Wtf)Z$GEwa9KnFI9W4aVmJ=JQ z%^8G+z_iXPY)FnmWNdggXJ2nA5OGbR#@P z^G!2Qf^x|}L?M)U&S^qKM$+QXpQq08aW%52^bwzm7 zK+eCzc%o^<&VSp2)P?sFYlgr_m#94g>LV2o=tTjmt(pr-YzvkIKOl&9CwF!eAjF|G z!6V$9=Mz0L=}!5rF@-di{IGf2Khp~+RNxX7C+I!vwAh6PJECzru|N(ru|6aP`BW89$LFw{@b{#FXgb;_b-r+75_h9WxjQ8c+U2IN_ z<+mFJE`Ol2@M2$K-V>BPDa2n#k$Wx+ttop}7Cs<=#>+`2MngcYQope)n=Jm$=w{8V z7^M88)4auqWi8rNA@k;e{NmffShJ!JeH=5?qfY+%`&(AYE|5arlvHFH^19ZJ*ZBJ- z=ex`K93PFZJ?%R^o1NouNQg0nYbE~g{9pE&#(!)nt^qp$5AGaLw|w%|B2>f2D6s7O zZX}LdUG$(gti;K~Ow0-{f>0jloS4j#x5l7iml9ljcX{CiYyiYmoHC}XW9XfX=4Koa zTiu@=V1XszXZROPh+=pU@`n)i!~(Hy0<=i%7d0W6`30mI(%kz!^8VD!Fc9uwH;E|R znSWj7adf$DErOjLv|ue6BtR|*6zL{&x@WsJv&C&#R`kL<9~Aw~fCpmbYg3C#}Ub z{Y%=z7L(EEUO-BA;qh@ruaot~(2lF>tm#oZ4aGoeqff%wUzAPmAr%N^8@?6*vwsX1 zgj1zV+<#9*FaUk-6A#$FwaU`R_yUR7@~k&sr2LTcxWX|kUABFqX1zJIMCg6*x;p}fn zDk01M*#=aqzC>apIgEm$1AO50+kfXLh)BVbbv-YoT01OtCwzVvDlH@{(H!lL7i64w z(_@d|7rotJMu3tO6@wXE40Hq9*fgbhWAnu!RhKAGP1m(mYYtJ$+Mr|w8_y^iZX+9D zmr*X!4~ttV6m<~lGbOsZmwXnd6u~Q>rt==)N@`1;7zj;;kSubyzjJ6(34hW$^{)VP zeU^ZcbWV*Ew*ECs*hThBK*(Ed5VX?~ck|zX@8&AOwl@_s$a8z>4_`xgmz#pK5!^H`@B_OV zZ`-^bE>(EC2U29?_@P42+kY0hXU9iC!7#&9PwDE+31qEL&~LPvG`Ok9-NuCoM)rmg zDg;De-H{GnU_=(g1i$Jh>Xn?uHku>L%37FFRjs{2D^;pKtlI&yEdc9T08@*=kS%zm zf%T&gTtE^|C!{5sSly!%>!4YiN^8Ro9(kJ2Z)~B!%bDW*b@ox?Uw@qmp(LwwHLWo z(!7U6U+SBLX#xei@X`$%av{nRm(kKiJR}#`U*kL48KXZF^^ahW?@12U`#7%9NRfM3CEwI76oj5hj)bJMJ#f zhH0B&pBglP!j~T(QnSG4lq{85T&vF@j`Vr#1I_QQ>sCI3e@*UJG5K*;eRIC6E; zP8_XNk9&MBV}G=F6w*0F{F<{O67J4Q&NK6i0Pys`PB>vD9Gic~xFOR&Y>?C%b6m}6 z>b78Se3nM`C(c|&$M-ZfhN(L=ws=AD-JGT&k&H1W+RI4DG_M(`4fBPaf$G?;HY5Z~ zFE6`SEh3$*(i=@utF3tH)wl0)9tI;j#k0G`oLTVYQ-2d&mbBrF7HEcQ4Mn{44@ZNK z>@PV1ncD%&P6w!$UE7i+(L%m)&M9NGP!X$R zV0Ej$bFTD1m<>`-kPReh`_abhKh)MaNm5)#TqKEsfI1+8Xcwt3Jb=!E5i5nsrrKIh zz5GUi>3^!PgtB%cl)wi_i_5Sd&qTu2qsSyuwg=>|qKxeCKIYbwpZX2Lf zx>V3WOan0S>U?HK2ehBlOM(T%FLyG?3u59Bt$%C`znYFMU{)dga}4PjBc#my@U@iy zDe?_b@vyPB1nP!1I^w@_dG?OR7v4H1yHtQA(1{c%URVhtZMuUiM!?99!;obANY9Sm zpC1?HQ|6kEUn;63<71SzV8njdl)syjU`I6(Qyk-%B%oh%!(9AL#vz0(d#nNNYO`(g z7=Kp{*EnGZZM@;C7qJ!7HhJRIQPJ=u6_wNRpXPsUbbe$}NtR|T{|!b*6=$8fMt~R6 zDR6;h8n-AcnVt_*H7xkZwi@{%I@?^UC(^Qh>&w-y1C#%W0o>`f5(GhI;r4V`!1Kx0 zw120@pQFK=Knd?hK@(_!B;;omLhT|&Y=5ff(rp($Sm0kZmwdI)=}MMfxla79uMusb zH)TQd>gm5Pv%H?)h8;EEOOSHHD8J)vLvT^J!YI9*{3+~Hd8#Jnn)OsWQqCNB;f~Oq z87QPm`?HyPYA9&Z8M>-0{&nTc9ZLF_7%7GRx1CE%Qq@c2Gn$De?27|DG&pILM|oq7@?R`i>y4w+3l9USxc%ADdy zb`PXcRjrk&$tjW=yHOOIr*u!bwSU?u6$(eVIb`Ii*FHK%4e=7zipc`0PqC9J4*L52 zTDS+ftvPpIqQU0G-$#m0y+v404J4Ouv; zP>`+ZSL+6i(U!=g5(SN7>X-;!696S6F-GPGUL!wtx*s^ZN0@E#$l|r`@|6+S2f`YL z8_Bzf@GZq#0`8C|BuS3CcOQqX`0;3vY^egJZq>wz3*`91-K5A|Ih?=?Sn!&KJk71Y zeZx2zP=2-QP&Z{81d3AjmVW_2a?YC5%>F%BoJOm2z^dRBdD!@eymPwVd>AJe&dLNt zGmZ4pFo@YZe&X5$br0Ji_UID+wkF>8K_}^G`|45;GeH-5Ft;vY?{3o`R6I*AuK^AE zs$8M?01;My|CXrE8eGALxCE?}-s;swtvek)Q3V4pih}dUxhcwL{ePGFX~6Z`XMP}a z-@9zQi=0`SF&|L>>cla7AD;rvp)31MA*me-2yfg6ZiD!St*uDdM;`e_r~Pn=;0g{5 zGvHLaWdR6u-)6A>knw+#5gx08bxuZxFUUi4fhi86;GqMhzXtY2$Hk>On&a`hVS`NM zJa8o+7SR$T@dgFMT7ML4P%ebXs|Dm>B(Aq55Gk~ttK~YRJX2pHeaSg4=z8l1qMFm- zewu;@^7(`>P<*70OZfAjs+UX3d?E09>Yy#<5DT|-M zjcSx-hx~@hlIq!Pc2k2<2;SkLvB=hdtTyty3llgg?FE2iQ+ST5wT_dfOv$6Yuknv@ zE}-6f4KIj+7=KX|x@tzU6Mk?oY`z#jssjMdRE)n8rr;=em0e=#8Y<>b03A*sF9pDR zC|JSrVcK_ZUu8E~V@ju5i7iILo*OGcoDaixiSUvXwE-$nn+TD$UdBNNI zWf({!p_QL%1$5=$$)PWBGu5_RkCT-HUTtw6j0TYeD1R_^zcr&T+9}Kw@r8esRki)!78Ro)dMW+m;jANNCR!Q1^CTXzoq0%9ct+{)gb!} zeJcc|rGL8y{GypR!`7P}ANCqRP&8)1wLZLhldhie0Md*h(T_MKGvl)^I zzH((S3*dE>9*7zy@r;6|B6K_-e}KiQ#Jc8*m=G`@N;Y+)<}W9|uI^TIbDF9{0bhj! zf`U~nago?`?8HgcJ7QVMd~n&Ii6)K{wSp!Er+;grCAE!HAEM{0h6;f+8l==1;cv`y z%XCFzWF#2kTYfH+C|>g&tjLzPboUSahhk7p013(?M;_~Aq?A4~rzpfaF#IZN+%Ydv z28)D<^Z7D9Uf^w-qS~S`m%V!`RXCxe87426t4&67rrg79c&xL0Nz^8_M}ybpa+i+n z$A7zr*AUfqpig{T!>iG@V(cBx7$mrvEwCL&O{#M?_7JnCW(no%Aa8`ww@9~Rc_eIx zwu@xN0cAPwlvWCeKQ-}fYabAxD0Zx=Q#fahe;hdjHFLL!72UiR)~^JY7lVzaA1I{a z9cr^-fS0s!Si|*WM5*v>Uja*uY}We)%ATFNh$&ZqClw<3YA8CRvh>KIzSubv>_5 zG(v?aRS0=a*RnBwCA}FTH`dF+8fE&@>D8pCypeT@NT9&tpD52#?A>U3c7MeE$%r{c z`wuiLVk2tEF8F6M&+Q#3YyPlL2Je5Mq>8=C<}8cKSOy1=fn4E4=gRF7l$be4SD6W8 zL^s+1JhfDWT9JC*mn=(|u~T^hB)`zdODNyl>|@6+Pj3-<04$U~G^iBA6$+;v^B7zw zJP;ty-uzE6X~K7m8MV#%lz*hV_KU%|Us@3{5k>*oqEhY2M{EvJ=V;)?VYG4!UE|M| z`oiwij_fb$zz=PqfT&_p_4Y5ICdSrCGC(f@zLr?HIJqU16DcPI5fKs^S-P-r=V|x+ z>~`ySQB+FxxBRc^{m-GqOfep2XpJN)@#U)7HA%`Sp|jTO_UKQZ|A?Lb`KSC z0OB}sSp`*H!ABBpCphVlA~DJ>R3f_G9oULsId*-E^=~VKkblkAq3g{`hKZj$QxBL8 z?T;*>?#m9$uaC_=seFqQ1cs<>g9EU^N-L;{RwF$g@^n4BlkOQ+c}z6(TJ*OOly%FR zaZX0vV7#Km0tP;PIt^2(g;ghX>Ojrs#QcNQQr5NG_U^WW2XT&I{u!0%-Pcs;=JKh&v6}raDDFj=E-q+;4Pv_P%xmRvp~I9n7`v^xSGh zhZ-f04t4(6kjk{TyE}OFp~wzRPc^lkVxYL*OXycUoTDZEulY5F0;ZjQ31s~?D6&&! z`WuIk5pHWSht>Ak4iy8_Gz1HF*J8iDW@j{Q$m@a8d4Jy4)Ac#kZk{Q@S8VtVz{QRb zS%#rH`uK0y&j4QVsCMzABChYp@cB69N9naDV?kg=- z`E&&b4S#NejZzjSLQ%~n+$Kx?CvMH-vc;ey-UUmpd@o|&3s7%>r@V#uC<%`o4E_Xe z0a;zQeq0sc?_g@86X?myoRAz^-!o@pbu^91Y5RmDv5vQHsE63SWl+(?nSpIu< zV11Z~5%@(6v5@eW4^#Rw1rDODwJ93Nygpr&_J7|M&~hzLu#tzp&PVsb`z*FIDQ_*& z-tkV5*_1ydI%Q0HTWL4fdJ?bmIIqOs$s8)D)cx}eKmT7YZe$pNO_Qt}oTxQray!Ac z)>A{N>>ebU)?CBqp^0_CiP+mCQ2VnQ=V8l0+{fiU7_0|FKP^j+XQWn?MTN$UxTVnz z)qg9t5028kRl8>QaU^0uuxSB1*(hX*MHfTuK#H$Z({9R88-Yd^`V&zHEcvu6@+57;EEkvg)C_KF*h#(!A3!Q|{az}!k;Bk~cMZd6qVVudc8sw8Yq z;qrD`2-;u1is%hkz#9)Nt*FRZRUxkpvq~b9#gCS?YdzzRw1E>p616kvDV+kcnukkU z1MVRbb~l6v$yL0vJy>mcqP}hmHuknsmU^3V`jUTeky`s8_O=f|=1<@wdXGHkcYlB_ z%BSMGrp~VaQ4V?-95CtbB=^bek#tiIdsY^D2A=9waX*hPpOZQ)ms~cf76Xv*8$}<< zbJAX4JewUH!uLg2yJhX-CG3ZDg_H}wq)uBr0u<#BhB#56T~oU&3IrCQ*wJh9J(G+5 zj$pS(?*-Q<7eAan7n4B-($A{<41X3>L9I$sT@P*dIXPCZ$vEo7co)mKczvPiJ{5w? z)jhyWamL5WYZ!JYKhe`UMLYCWmmK`hgawJCk;D@NK6?Ew*?u4GP^6l^C@$baeLL97(& zaM5brUzQRlX9qgG&txC!EQ%ok!=R#|i*SVigpG4!Z%8;Ip;OL3bf_CiD4zqI1mJc~ z6Q69EpGpJCkD00a&5&116QOhUafv9o#Ooi(8eR+(Id#d~Ww!E*F0o&t@BBwZ<+fsB za-plkAyXriBlk|mNL`84HGds(g2v%(cNHl?qnqxG&!#{{f9a7fuR29sPAqi#s+{L? z)JlcM!G$|<*2P=MjOC^!y5`#!8m{U5dmp}y@Qa{-e&$P7!FHM|06jLhuGDpio=iM2 zx0~-gI3p9YDl@0UeQG)pIBk}z?BPiCl<2mp4H{%F5=ZM;yy@c6=YO|mNy{Y$AuGKK z51&DG7T`Yj);HG@3wGmepp4@;p=Hxo!OQwmN;KQwLvIX@B|I%EiY+i9AmGu4H*IUw z6~?;B(mRA%XRC%(#$^@c9H!_v6b(eqCsko^i0@}RAM-p^^I$u8C9=T~-7EWsdkdR8 zdt{?lESzoMr&q<6Fn>IDk%NZnz3gzH->t@AM$RMDRl~bKjw32tq>?Mm!jlb#!0?rB z>&pnNBjYV5IKpfqladRKEGr}&-NQcoO)b(M!r1^eWoJ9G^Xt(hNq++^-#HJeWEoyq zLX*^UUF5&G615_b3;1|l=87iaYwfve0~MiYZUz*aM>=YREq^;K%#LVZR+seAJiCYO ztR*s03-G%+nT-LgR_4ZM$087B=jQ@v;vmPYyp_o_?Ll5xRb^i?j{O1pnYE5)uqL@7 z6dor&Kr};);jYaCl_J1)-Y@|*}B|ybvl#lXQE1TqLsy!<4oFU z+hGM8#(*d(OMk#vy)V`l<($zXmkJF)Z-*yoaqk~*Hq? zJfZc;&0dXJkrQ1^6FaLAyY$U*o4*P_ZqN*E5jTSuJ_jLm?bs7^X=lbjz>oJT^sNBJ zzM)E;kw$|##*DXK#k+JI>YGVa!Mzco_B$#Fiem+VK7S>$lny(|Co6%?_m^a@Oa(pp zle}5kZ;7*QD&to{=Y3C+A70loynf&#ZwO#q&R7<=Z>Oa%GR=tf2`!g7#TNI_I5xf; zXoH2KFl{Y_;5GG>aHxfcTxlc$3srOxI^eE}3u_uDd-wEnuxiIE^7OJQz;~^tg!`{4 zD6w(D*MDB<-7fnvbaK6?@?q>x@8@$?3I9_U;N2~w_!~6DWtDN{>uw@fxvC1;680vR zPJZ0FNVAMf_Sc1Voi4fgn#6uBfm9S8D5PnJ;L=TrvpiWD%`KiTkLzYMkREptW|_L` zZX+0e7b9%rJ1UA5+fm?Q0)s9p+C}Vn`We@KzJJ$ZP%!D#e7DgPux2D#<~VEJiFuZ- z%6##@2B z76E%qgV2eKs@%9r*jg>&!@eVa`&9RZ-H{k2QLDg-W32XILe+c-6tc8J0*FVz?j04= zhkwa$L;^FUPzM{fT+$CANlob{L=A)f0ou8ld|aa?1l>u<7o@cl#l&D1YgG{EsEBl6 z--6v)7DQu3x)qKDFxNQ$r1n~{KCY65Se&-ZMS9yNF_4oXynMO=i%~@{)X5wuubmCE zvwv8?>h7DxI~RIT8K5XEaHgF0b@5Xret+cA!>|<03Uyc-uU|Ve77zwkGHsM__j=M; zStHVgBNs-_F5ODE=Jyre(ZVrYD@8*daX-3Jsh4ID7UXR;D+Qs^MkrGuDXdeJN$MRn zQC2&r_L_SV1Ima!kJB3KC-F&1po*mf2`UEp%H6#+#dOq*vt9Y4JHL3A7%H6PI;*jVio<-(e0KeEfx9- zJYUDQnPIBYVx-aPP7N>g+!+a#K7S;e7!+)t!P^%HFBLK&qIS{N|KH*z5!%432*7cZ zUwteWaSf2hUt)yqLn%1#k&Diq?9X|x>Jbq=xe}iJA<#i^n`4X}=gPJ~Ji45RpVXWSAL85Q)_?vD7{FGy z-{=!bIQ4SFT*KVFGp9Z*|eY+7f_o;eT7&SVEBu6>|XmKH*%H ze$A*$&vF^2=^CITYYyZB3(^uO069V|7AN>6AoR|ThbrTXREqu?c_J(mI>L|)J&Ra| zPgVyRNxl2LoW1p)75m}xIWVFRjnZhHtl}=SkR>9MsPHxWTe?s<}cgssA9_0QeiP zG)1kI!^NkpqKWdHqEFUaC~mOR>*s&6N0z#HB#yWSYvmM}U{|zJO|&3xnbul7rN6Iz zWcmFBwn&D>A+&*FtpkbagV@SS(yusR*hL^GRNN814}S=aTJIY}86IQm8kLqKCho2j z>W4oMvvW(wizia#$1R#0OkVNsEFRn#-IxZy4AhN-J*{gznl3y?d(b$XXEp=Xl#3Sb z`Wquspq1tN60(ItJ*@*N9ddqM6y5Wpkv&0q!xke= zPVlB?<9{^&ZeQ}}35^2#nxxvmD6Da1Lb~;Pdeq|U;(!;?B!dieotG6XyefyK~ zeQmL*{!0SzB%>h~U`g|RqV(EHK+kj?>%s+JsU~!iySWSUU-U54R-R|{a)B0nR?@)W z#}ySz{zxDc$KWhvj%49rf0650Wtz^j_3so@+?{}930{Tty&n@EAfN5M9+h9sWZs6;h1)2a+L@9l^yUeT{ zHuLIw&G7>@c*U>(QB?g{PW2u|)gp!5TZ()!9>mt`-Y?R{6T0qZ{(kTmm{ zRDb@@fr0KvE98jz1poj70MW)o)xxk-DSZzH=uKHM@}a8FTkr((9GqDt zMz1$Kwr+ilrFgBF{&9pAhD877OHNjzR~2VxB~uwy?!OVb%R-p0<%!$&6(p`H#w(b& z#oHz77#ta^F(8dK2`URNc zee=aW?qQjpD*kGbspo;hgJPpeayjSyva*$5UIAZ`$s|!!rezM5E0&6dVx3qe>Sb9*DAyFpMORb zf&63jR1Tb%ku`PgOQr_ZMu_-zHqTm0WQT}(&2Qf_*ssqRX3gO@6Wm7z^w1EI&9l8K z{|Ka!%e3e%6P=4D4E&i>de$2#<8UDe)_@cGU=th0NgdR{SHaE2=N-fe8ZoI;!hC_? zfeYJXt_=oCCUn|W_FqldC6a4{E`KNjf_|kYoCF86_-S3Qmnu5>p2>536U@6~->MZgU`!e=q!8#aJx#3_>CG1eG<}9h(}H!OC4VzS`=?~k zgp2z80@uB8s0=AL41EspTM_OsG^TT1vZxKuK;wm&E8=zpB(oe+b`jSBF8kXRMv5_@ zuj*Mop$AyRIShE7G#-^Mkz!@fj)GrqCpTYh(w*7cDvJmz%OXbUlzk)rxY%5miM^mVb6TZXk(Nn)`%fw!6u*5+9XsX>7?<*9wQj zdA%?tm~fz1h3oD7$8%X4i?ya zfbGQE4t`F;OFx!!`luMeaA1Y!2P{yzib-`!q6Ma`2T_KB)>B6Y;D65k$j420>)cI( z!&%wN1P0MD)Sm!;6j$Ei#}EOk{ppd+X3kfAe5(j?XjVxcl5iu@t5hFoL8|{EQvP75 z4qGR~!|`XUy0>T)Unrp{_wvAfCVCXpsD*x#sp!cu9`xPTHcU3-a$Cr3?mfMT$#PU0 z;MXMEwv^k4snA>U`G3ql)Hzs=d%I5I`B)Bt4ys$_8Y(639~bp&3+GU_HZn`&~mo`ke2>sCX=|m@PFMt`c|26E56w7p4>r1 z(5P{~56hJu4YHk`p}%YYWN2z3b@+mg7LTJIQ`tyI`s0K*qS)763kidf0aMC9N$Onb z7PAXK)OP*s#}~6Yka_I^RP^yN9VEOSD)iun;Na(em}~mz9r|y8GtIozEcpN;GwKfM z10K#G3_P(p*MGGuQUSAkjt)sMjvgbIBRJ{`%Tz(=@C^{Ttjwdch4Fsu{8QfvL<(_x z7nY1zJ9Hx!N(=wHMFKdK-X585+60*a2gv4_W6YE+C_f16^t9|rl>>ji%nx-|E~RP< z%XdggLNr(G)$n5$ZOkuRP#Izi-Q`o%C)ddIR4GM3oMH)Gx5dGRg@K;rIi&;k#B%@S^^ zYR~s_4kVJ^Xyj33T4??&3hNOIFZTM-${z`7&@a6>oHNIvU78Aejtr)qCO9*brF-Y@WpF8xYariVOamOYpX~3T|Y)84b3_cFV&^8ll z=A|-F4Ju@}jrU9i=Qcq*))BDw*#tSI5-d?HGimgfw`1#HC}T3NV|!gL5$d=gqM+v7 zpQ_!t+y)5QJ(YoJ2N!d~!D8yb?x-*eTh5$DQGYdpAsq#34UZ0jX$!BjA2av+RSdf2 zk9?V46XjGSF|WBj`m$BRmm}?2lHgD>Vm#4xP!h!z!Oced6JIAU6B@tOLisedP;#)N z?0SL-RWHuvDp4~O=2_f?8TTTzu6%2#m<%WMU9HQWQ7>z{x&F&9g~&wKl?Qf{5}Jua zPk&|9^Q4mermuAl^MGzJ7Wla)jAJzl+W(Ct5G2&=n}xfh3Bz&WzY z@_rMDFxhGRoGjt;A|xn&LzXrW;Gx6|Uo&&kAR0j!T9)p9HFo(2v&F|;rLGpR$$xCg zejoNr1Ykv{QZ@}KIAZv*o@_CdNNw5lzBCH}u9^jIlbX2)R77<@?Qp!|07OJwsF`x^ zg0K6>5B=K#U1-`sTPB9UsV!{j4auIT4IK1alQVC}d^?y>+_GIAYTrY#`OIn6tzoC> zLPV0DQ|BGN@r6SZzT`#5?UPRs;eTX1*MphacF>GOFqHqRKLPsjONTjV?tyH1JkRv> z7Tb{!q?-j*1=!9Ae!A+HVvNxI?nR>ma~?*%w8cWo9($MKu)?MMZg5T{%W`_JRZM0e zjWxlHe<>2t*9iqsBV_$JJ3(6Y9x#RpDeh^~4x+)V1tl|L4dXQ@essL~7k@%%&$V+6 z7;7`cuFkI}KgILtK}tkr8IeD&jJ(IB_8Gmtxh=8MA>S0^Ww5@}o@2|wFmE!*uI`A z8KOc0d5OWltEelJvACFRo_`S&|2HrQESXQm1gUMKABaiWwtsKq>4=wBr2W>#HVGSx zq;^Uc?RB|Zbu{ERd4Yt5e^+LaK=o|f60Pne>wVC*xQH27d1U++^scfwU;HEej>?|&c`zt8(Nd!wpci=X&hT+CY5PUb6krMB=jVtR5q~z9n$W_6^1qfw3<~!RiUr(VW@;~ zWSsQ{gtjn;>Fs9SbO zXq8+MHPb`c>5@cU9G-d9eew?poh!87%iMZ;H;bsB{Ny187UfuIIYbpJ?=LBDH}jmZ zLL)`+VhN#XHG~$Oi4_u2ZoMN9r~4v^CK9T1Tc<`&3n`6{Mro|{Y(|a>c!^~)5`Vun^GfhZ=JvM*w9 z%GiOomGa=RSFYB*zKjx_9{F|@7b^fiw*xREg^DjSR4VEFE;;x|JGi@X+}a0#ZKD1` zc0gnr4Y?fs@b2?YU@^LUrz@D+6V%%61;wuEQ4F3B7k_f2EE&xLb+RwJ?6hbE9dW#h ze|wk^0$<^*jq&rRaQ0lU2?yi{7G13lOyeOdjzm@^vsQpJ&Vz$EjGgvi!CM-zbUYtFwLO|QQ@Nl=^qQ0se+YHBi-NGI7m=lNq1HkGk{C%+ z$HHH4CV!>dAv}({B0Z(?rsZBkfB^{K2I83$*6k5dahi2kSIuW}(EihPD92M9&S0`< z!1--NKU@W{_ix+CX0YpQ0tyIS4pj=JDMI;dFKvn) zb$_3(12CHF`+^PN`2)`aE~6=PI{)&>b_?)e>&42Jm%gDuxv`N7jl>Z*1js!N5h|(3 zDW|1Bb7S<&*(1WopUcD^YREQE1NQ?w-)n5?us7rp2q9_Fb>Ue6Um@fOgM@I;y^$*r zSE2^tO_gN5PQ#y%4yUl?=pG`#T+&^wu748NsQ;h!Rb(w6Q7s6a6lvLZ8OT47{eK2S zQdiz1r%zODRVg*ZS%I$v#<@N4bU*l6Tw1LEz5BB8W+2`&8_S`{!)Gs~mA-5u4))Ez z{{i{W9kzTI#{NfY^*~>j2VfL|!i_PMAPRQ~bv1u*L1f*EK!@^}1hD{wx5B?xW`Fms z%|G*PmRWh@6XjQ;d76?a6&g3im}Y0C07gS0OL(g~vw{@ z+z-|~_kxZAls}T(Y7+4kajsHY8O@o16dn`Z>@XshKKbn{t*t1Xz{LDMN6tb>-YNO< z2l*J|Tt7F;^mKuzU|=V)ZYsP5PJe#f2kvuG6iU7AXBfFIULHlSAP>j*v-z0X7A}H< z3I&l3xUQAad9DgHnhSTO_ z*TeBZi}nZHZnN|(E_|!)^a+4S9C%ETumt>@}Q_g^pV?$bhCu!4S$FbMT6u?Z8C2+L_j|z#jX#jFqf)$7CiwT4*4?jvo`^!lS zNG5wBMvM&v@Nu!d4TdWK1o8=LR4v;!Zhc%6p5d##RfT|-WPd7vg6%j`|11UE0N0M` zH`xvixx*rCBfN%qkJ&r@P7w2Et<9`5dgpDLzK$J4{BaIgIrm7$7KGs%VA$NVGiS3T zHdj(I{w@F}XjMJWBJvYpcCFV~8R-j`e+kQ~JI_ta0_7as^qHb2`UURUehLJ6Sp^EM zt8We&Ds%RRMt@uu_l17ZZk#ix{ zp39_y?8ru8Ec{@>48}2k@W^ZO26m9|e^XdgeCX z8&#h1P76i_h0hxpwB#0N(0-bu=}l-4GaKeVNksP0|EK3SxForMi1_lK%pi+7RgKsw zdcXdh2)#rnHmO$Y;8vO#^(lbb*UMUvzTVYf_ zxrHhyl}kIk@D%j7(MIZdjP?woP?Zz{XcP`2q#poHEiz#C@kdH(HGwlmp(fi*h!upq!Mwg%D|&?2buv+EiXF`wp7mtfD? zn14}z3caBE(&RyP@9Uy*3A$JJRm8pzD@*8x=yW3X=kK6=?4Y_(fM=tNcMDDX3#L{p zi2v3mc4L}+Qmw*)A>yc*j??-rbI8ShGInakrGDch1%)ys3}>O&j4rDgVwOhuEmvI1 zGM4zouDVr-OMf0+z%f7sJ4`CfNyQ=PQ-9s-Id#)+&YIBuGTS126K42N)VW!=9Dk@= z59NaX)@Z6w!F;6J`W+`#7Son*r~~`UQ{mzkC9yNbueyALcA0~X*c{?X{1EM-`m1f! zXrB75+exG*K;5& zWegQ|8#c!Q{m5KucAmSHt_Tw^j%cZ8*G3DLtM4^x+a4w7j}?cU-`xPG^7oz1IK!hh z#wmQxK+vdZSKXX|ehz8!B}(#L$ba39Tf9v9EV9g~<}x)ZmLOl6nR_F|E7k)&v$oo5 zGe_7=M`d}5OnqWFK+~99>mW5_cggDlHnku{ps3OERM{VKVD*R5`0ALj@F-;gu}84t zyu1UgPO}zhtXeyQ1&3Wy{3V6g*J!I~B$LwVJVO)TRH}Y1GCVMgzq?$Zj(^YeNY?BZ z|IvH1Pb*01pmWGk7{yPTj@+=z(d(F#!pn}-+( zTR?BPJjWV&GmGIll}4|FY*STzQYUw`jr8ZDJ}P98@(_&Xq1l?)=97qibYO)1(%FSl$l^pNXD zBd@Ms;*k93Ow>Drd)&=oFk@`}Oq@EE1SThJ%6fMBfk^k`6H(# z!YF*6b;>b7)VuPt!y~Hn5*I=(>HXNlg=sUY=l!&eq1t$(g`xuWmSd!$7>9+mzYD#S zvmTmTgRR|)6ZDj2ozLcbG>iyB$NKpIC>*8uhXTb1=fI8aflAN@Xe1&1RJ`|u-Cz9q z+;zrkE*zc&o)xp+hks6F1#a6Ps<56&>|TiuuE>&-LbF3VxPkDnKt>A}7+-RU3idAB z8*Lc@DvAuS^ytdRZcS+*OE!a6ueuq=z#7P<|%>6|C1$)=fvnwd3XsA z(ZpVpga)A)G=Cs&aQAAAUmn3P+nk4v9jpoUZ!$sjG6FY#RJ>_3$49WfIa~FH8W*{W$sZT;scF_oSpHrG}*hsmj7c`jXg(l~uog z@>C}STEc1-A&gMsb=odx<#z8!2jgY76Z!Awa%>k)Ma|GkS9Zofjp zbv72T zjg_4>#5D>?0dYshp3K+uP(u+;^|UVDK7Yf~YzRQ!Am>FI{9va3@)zDr?T(!M>be#2 zF<%Ny3G~7kd;mxKffbj?U`tKkkE8MwFLfGB7N}a|C57iCMLXZ@?<>(s)<&o)vofT= z>d@>^e9KhShV=lzf`BGvZ^~`0UoE+3i0E0>#ygTcY6BFtVUd<~0TA~yJu30l|9`Uw zQDz){ctKbVB;ruLh1MOhLk4d}g*tD8B;TgHwT-`YH@Xq+1)V0Sh!{RS+(qOnpu1w| z>VsZC=+9w=Lqj*?0V)F5--ew;Qw;v%R2=%ug$JAH(90Wm3gc_1R}bkj(m4&PCPHP% z#4oMl!M2t+N17bC!J8!;(E;thUw=!mOQDG)^&`7+N7HZzKNtPU2o>7Z4#dxlcgRmf zsT3e0u!wOc;od{(u7l}dLY;{zUCXpTzaSc^R|9 zyzg)@?d>D17eU1zkMQ=@@QnZ?K%kt&onhB9wI-8-B^L43l#lp#C?Z~4_SLEGa3Oz*wYjxMJ|4GxPP|L?XvwQsc8VD&+F=Bq;}6 zDC!(~^d_u(I)wRd;@PUAm@AM#=#>n72Rloz8a@$^K_2!fd3j$Ap?_^TE+~J=SY#Vg z3b1tc?LVc;GiITVkv`s539eVF*XG@M^*9V+1%Zy%1&_(G#d= zd7`sdO#bz*T)GxQpjd6y2gH&VTc*`JWN!t?$xws8Hrb}Dzkt2U} zFQe(?x#T!Ig%{wfU4QvRpL5+tJI2fkDa{bs_o^*FC3t{;z6KT{87}c9q4smtd=1V( z(*9=+08K!$zbI>ZnDp|Ww#WFLx9ekHlrNORMW&pI=Jn%wzbgbNnrvKYyB>SJqnE2}7wSeh8)qblOmF)W zU0wjF;8+Q(oHo_tF&!krzJ4Ew{uG0*ZE*{>XRaV@GNb2^ZZE|$jun;IgU(Li-A(oMj8dT zrIdOQjN09MBt?pjTM=RZ!Ri(z{+rr)vV7z2`Wxba`>MzF*TsLJEO-o?;)0s&|!lR9Y3rDUcaUuYR4KfCs&frbY7B%4bF@Is1Aa9I27Tsj7G)5$H|t6z8EiYFmlENet9w{U`p$Dhal2fO zp)9Z!?#dd7m;}e!ENd#?^A|)82HpCa`V^FLIk zi<&AI$k>118^=TM4Ao~6fY9INXj3jmI}>Wz$}pPJT+`~~LnA9#eX2*lLJo=mICkgh z^kxR~y+eVp{fkj}?>oSqhjy6jID%fK!e?Vre1?vU;SUQE*`C(9jp*c8n4m~15hhX4 zw1b%y=AgmNp!OMao9!g1xPI@zLgGu}x)UaOIp=>QlBIJwI!=kkKDhECC|0HpHeYLW z2-3@sXU#D2v__3PLHOpa4awR@+1>2OAQNZ_l57zeU)Os+HcSSL(8r?Um-MEGZEG^? z6ZyO744zmEL)UZEbPz3 zPDOvC)!FMr;nk`6bkCMXsFaTh9swai>+7<02v)U`KJSRM=;<=B>{wLX=9165ET_63 z3emad%tV8w7A0tQDHSpnedZS9BTIOCbd$qO;x65L9*ycIOhns4&Bs_|BP>BqW-rpD z8untrS4)Poa0$9aD8(1|xB;SGhf3Yem4ttf``ikA{VTcs^iSf2Us_|JX)7z4S1wed zh{WC&P59Q+54Ob_m1f!efOm84B?U+PuNS^=?tHaGX(?z2_41E-sGw>JlLiOAM970Y z0p_1Xt`%5qKzS_up00;nTeurny6d{2Ma_F){A{SL-@>?^ zeZe1l{|xV?vcm+!<6+cP79GC*m&Jd$j9!>{^qxhKzpX0D6GRSrAmPvhk_+hdgL@?w z-(wA>YP$p4hQW1r;7;c_2mx^TM*0&F(`gbxcTLnw7IwM(dU(&Bnf0oGmg?VWmy!zH zGZ|(tZbX_l3u2KpRzv7DWF6po!a!iPBPX+0R)H^~4w~;KS{rjp&TGj$F?@fBagGtC zFKihyX0^bSIA*6fGYv#^1WbsTC#liJ4qq>{4q5m#4q3O%2kINeyjSl9DdZ!>vUis=frT&=<%6K8h)ZmSqB_^@;QcTDCU2{HSlEViD0rk z%`Xq;&F8-koybd?A*2yfOWpQIqlPwA_zQMnvy9nXIt1|T@MjMcgBeawsJ0p|?KU!W zmSAWRRF>OGad}XETDF`nD>(~v{^VNHWJDT(92$W@&JotHR~^(**DgxU^YYowE^jbF&&uigxkq**PU%|Mot6;_{ zgUeiyOZQJWCi_g;13pWrO-^HchNC7aPti7L=N)Sjh9FDp&K!SRP3iezW?071cpt)W zP6excWMPfRna(mg5gWF3^njd#e@OTs47kJQPLg0h0#3viz+6iiJ6iOzEa;Pa+0?26 zm!s~gdEfz9<@@nsC5$)QA1%29E|>&c3jQyLUxr<|S+-+b9_H=bMQk?S-_3-@=3PUu z(P{uK3|t1-jnID`(NNvE7G%E6!8X7O=#X2t<+T~CPrnO?+5{Pk=W)w)23K)fs8C~T zKsCZsc0Mz5AISmc0=UFl(jgGWFX_)4pr$LMLCTfM$6zIMUAt)9T==4Su1cfss1gc`V^Qe}UQ-rLAW#coe$DuTT50blm# zbfPhG=>{yG24N?Bbgro)@}UHwp4tnmu{j_}j2C7-l2jo z<|kQ?e4n_!68_OT%lA4xl7qocDn%bEM?9`v;|w4^DeTF`5lw7?qre(igeb%MYFNd1 z0a6RHiGF`PbpN6}$*>;4a}~+hs#^uNU@i9>Vj3sy4>^lKTzPOFyHWc$MDa^O7 zAa_daEG_fc09s7@+74~OH4QoLswO%@3qF7bSVn(_d7zr$e;n0We>GS*^#ErU?({vx zz=xd;OnhZbFCKIsSoYK_b5e8lNJ>pqAurR5d2bA~`ky#&Bj{iU5w<{!qXV+qHUAN< z-~Zbh3|8E$K|?KB6xvfpZGl>V1ADgxM1aqD|2mBdoq|?pq)sBLX_DpL;EQx9N=%5B z8&-b<0{5WYYs3v%P(CIrHgUj@*yU)dh^yfWQ2Y$~J`v>YP&Xzh*VT?r`UTV?@=}~h zF|O|`M8W(_nj1pfk|*xw(ty0_U)#JTa1`sg94UCf;uP9+TzA7c1BAPQQ7u$cl~aYC z(6S|og{#80K16E<8_9+()B3lhE*q;$uju{yYvmEuvgtfDSeaAp8~Ig2Ehj*NzRYCXmg}mF=p{Bz`SQj2bmKwjd7y*cis39njT-;B7sm3E&|!Y#bWhW4QKRWg_-? z+hFIboT55XgQ^pQk1^e#6>$ze7g1Rbf2~edZP>2@%)Lp`G%Dm9Piv$7eJX$Tb`1{O zdLrEb{@gMZuOK7a1%Knnyl4E{IKuoBnpQxndo7yW+C*T|tm@sJahe182pI*;6mlfX zLz?f6JYdq|{T~a6l?Mt}W2$vqaIxIA>qz$}EUc7>-p6=hP5BzQT@wxMlgH{xA&Cul z>@n~P{=`OCEprtvjkt`VFfD(*z|j}134N0_n5o(}Qy{?Zh+_UVf53$4`Z0*7zHSo+PODx(Yv+M&FjnsgKQOfr)Gx7lTqz4cj;5$}WP zn5)IZazE)C)Hr6U2^%5Xq-Q^uDqn94?YL=Gv0CdQ00ZheNM~00pN)UkwcIZUtBe-W zE98$6mqoZ~cP21=Ex4}+P#L0;7(6XK|1id| zx~v136xnxZR~Z(=V6K0%Fi=+@8qk4i`!N{YtyQpTUP;Sn3ckZiIE5t+rU2eaO{$gZ zDMf?d^!4Ie**_I^ZaPogVI%9prh5lw8&`~Jbza`07>X$l1u#*STGAi-`t+G@Q!J;7 z#61OU298gbsCO+V4?srpkdXi$Mnpj}8#U-Np8$A(@Uz){nu~uxnWJW4MlN#+z*1s& zs+JDHNeWfMfZrse7l^@$DH_Q<5tliVU<8#@e7~0JGQ|s?&9)gw`tW}tY-!!d4HCyJ_$#BKzJ+kR)mQ){X1l6l zdb*RMI}6jX8GnB*`1DX1Lf!-jU~LuBDnqA?+}4r<4nz?#G^ki7e9(!l%FKCf9Gw6x zDSGUvXTbISHCz#8K%iH%2I7PYTSk~5jPO6;x*ZpC`PzA&fc558D@`3RkU53Mv*k(E^!OySfUx^$;txOAEy^|>iL&pa|L zzl#V*ogjbcbvFiP7A~9qCrLwx`%wd5yMk6Gs)cQ?`6}Z4QJ`#!8!Iuv9^PS6D;kHA z#F(yt)3+#RlZo6e($>V2EIg+Gl84@f>#RX>Cqp!Qla)qTzf4n#7FS_pj%`7cD}F@= z)ohafb|y5HB{qtf-4)8}Q1gC%nQJ7o(s|NQ@B4qo`v3F1sa~ckJ7J(b_mWP-a z)Kh;_*Qu)2)I9gm`05s|SzbjX`o*f%#spR7x$HTdC%c1;aPNHP;-pVGt_dcMBYU+s zS<%8J;r3g4b7x5%;=_Q)po9F7)v;v<2qy~~9AwE#%S53E2Ej5TwX8>9^FPYXQ#js} zYOW;6JVYX+-&qr$@|-YD|B`NW3*><^G-c=8rLcYyBc_vxVFuTMHrwAg)teq^mjK zai$dB{Xf)|R+*MVq&l6Pu#^wA6BLszG5WhXBTUiqt-_*&231?RK7l;sNHClN4Tf5TX+C}`k7QX* zeootuFq}F@7hgNaS4vC^iW^PKh2aMotmm@mJ`g`A(vtw-b4l6ht|oQ`PtCqIEE9A5Ox4s<2T;h`HSrEE?*$9%NiBYfMds=34!mqlJ=k;l5N(>D^wj@?`X_nzC!?_HW^ z8UiAP7?uCm#w6aHbI5;q+SfG))S(ki&-b{DG?;$Hm;o_ks4;%wsU;gNhJBQ~OM`bi zYG=Edyu&{VuZWUMk{b+u5S3gw(ai$;V(^&{(u-pUnuB*F*0vIHNaMphW*y_hWaNTM zNN88*Kd4&DJoa3Y`{<;T@V7>p@8a*NogRaYwhL687_6?TL!E!GdnZk1yeK_wsy#H6 zVDo{_-Gmdo>Iug5yqg6UDfu%U&X8zTe2Z0Gie_1nU5o)1r^p=D^3B{9nzSqx*q~@C ztE|36{1dKo9TryDHl`NWj6)YWH_mUwA=Ch_?{EP~w4VZW`mMksYG3Oue~AL`zb1Fr*7d~YBG;G7Txo|zKw zS;kDWiv4^!dfvz=(EX;c4Xpa933@hzV58#gIc{<~?OhP0=>fO@4@TB3I@2vC7hM>K zJYsV?y^?>R+p@yyr#+9&4M>SXoG45u8Zp;nl@{!nMU-FvJ@GCC<$;Gl zM1i8JdiGcO)dK{#)UNc3_)OX|i-1`;seNVmU;h{P6F4%0JtqfrNaQF zWZ3Q=_EP%{m)dl4#qT+{f>EAIbCQ!w#>#dN>ZAJ@gg$2Ed>;(1*k>VJZ5wp(~6? z>wJCPb9{qo*VSrB`sK<{dkf2sk&Rp{&l=tJJA_viE2{7&; z^0{ao{)(EM3!o|=4B(=0c9WSS2&%DQZ2*5a#NPSu6^+cenyWHs5keCtz-HL zA;(PL(4Jloa_@yiidJtt9Ci2j6a$;7?K_(=ay}Hh8(6{HW==rv&mq8DC$~9!<|ZTK zyRmEW+AatyhX%J9Cmpy~ED1 z&hlFwFpLL^58K3(Z4A-+_&aomy;N%yML^By_tKI`?z8w3BFP5<1$ltm7^5hGP3v-j z54$5%VD&CJU1tDM0bzFu@{NDh-g=6QihIZ;Z!$-b`^GX-azzWco;P=p_H1kd3z5TM z=!O2My&Xx+Bht>(e zcN+{$*2Eb0#!g#Lank+W`P-JYT~Tah3y~IekzKpfJ{hsD+R&>;b0urPcTi@j->+IL zDVMDyCN9wLp|yr-;Vyqe=dAktNqi)7CW*}~a;t|G+*0v7pj^;oHKKJQD6}mK#61IR z>8d=36Sg%$Vh5-RhZdS_N3~ts0ez5W1!flExU?bpMFmTbe^~Xb{5Op4y&T6bCDn0x zwQ>Id(4h&3U9Oj?$25APbkQH~TQB9>ST$HE<-QX{>5dUoA$ETPdCaMKJcd>I3H1f| zSk;fSXn1;l|DM?AX=zie>?8FXCIRX`1rpG!-+-o2Ssf81Y%Yz77v1lAKti@maO-ay zKW-12J3@!6l>fT~Y$ZYx4!KNH+{Xb)AUoq~zK)A2@^?WO8}7-$)hQ$NsE*jtEOkEE zHbxr!m*(AKeNKN)BXoT^;dp;@vo6*0MCxVJ^J31nWoeC0Y{co`RSnFPA%8hcNt3D+ z+)36s^INwau@p^%VQny~hUtFZAcyraBoEv$B^cr69*_cp6x#Qr-kle`ep~Msf)pPT z55FiZE5d&P;t%@vOAAP|N+V*QLD%41zbPFGK({ci)4 zl>e`fkqLmQ=mX1kuUSpGD+w_4gkjyF1l|g^XOg0W6!&vNBC_xx9D6CEmzjYD&n+svvG{_CeIJ4cv?W_rzYT@4Q(zR8M zNlvES!T6X9%292HTrD4x2vEm^y%#2k0u9aCj23u54WBYpNhaZ&&9x<$npa1sD9AWt zTF55*qCS|u_fzgCMIbm)8dYf#CHLaz<)JPHA9H_Ye0UrT1}Fuux$<1V_4Q`IUOo1S zJ)l?b4=l1fL{+#XB52PmR}dYSp%klgv*^LsYXCGO%o(&F2zc&6N-%VNLvBL_K2LSu z*qAgeJL3y6%JIZ0Gy(YjDFd=syPLwi z$2C2e;TbH;Z>}w;%;Bnxb`tAubP7I!9WRXxX|EaRKkD~4(*C^9|HSg=Uq`u$a_@h4 zW8af0xp5?ncX>bHLrN{srlEHzZV}CpgYH#89HVU;g#LE8@(T=woc%2aFl}|`dI9&4 ztK8LaiP1gGgKK=u>6p+HJ1-3^+|S)#5;MXi!P~UM^R_ZlNP77sb(Jb8qV&0QMz=%Q<9>etzKgNj9MVZI+Wrs9ipGbkypfC5f0Qfs6@^%G zSu_k}{G53I0+Lq_Dr0M+^SHst!)2V(5YQ>}V0^B)$VLkIYG&^l2)5q|czAbkNh^yX zDo)vAfB_aV%oU;UlhbIXRy4%+YZ1aK{UM3nC`o};Z7*b-&!buR(*Yk^k)eORKrc}T z^t!c04n9FvbQs`ju5=-}EZaFAq`Q^C+-<#JG=TS2QV@LV8cK%Ce0b+?<`-u*1!odL zU%e|^CMu9fLMUZ`r6+r85V9ln5}-o8$utdT$Ingt2qyPF0Ag9@slye;p3TQNE2~d7 z*NS5>irs+7@FF_HCCND3Ax(dpdu!;tQ8$GdJQboOi=S-wYHT7?N__x$ak-XGD5_7| z&d2wdoB?P0{T|5A5GNM?hPT87b=}$NUw9O_gs-j`h1lDHv9WKezLh@2!)-@m+w^v`G- zbm}_$QqCHxEwxEAE#fC9cm3Z{VjF;KE{J%UB0RYIY%W`NyECzhBdqwbUIPGpEcY(% z9TV({Pg;gjn=?jDYLS1Kt;bW(%F$lx<#U=II#OowkB&yY5)ZxyGht|JL}48SXAMQH6YCspC@gQs>&*h63^VAXN!%0gDB9i9kI>Q?y18}bh^W^98=Jb^sAoQM# zj4Q|ktbXDwcK>XF>+F9y_YmVFTDNM`1Vp#4?-MFgLctYEYW;r{)WSZ=AdT8|^qEN> zF39cq^6=&!PA&dJRCT{bxW9=~X&)wobG4u$`sO~}96gsZK3_~%sVl1>-qUClu3Ihn zA-Q}~_3gu(w!yirELWlcdw9O7h9kaeqqZj(y3{pY$5U73THzI*Q*^+}AVhgzXV=Au z(Zu?hoDeG{Y?Oa&s+$P7eZOD=)oGVAxFGhx@DE}j^m%?}FJ1s2#`gt!(TrR-IXtNZ zv&;M(bsgzbnf%&iDkyffHFmodI)$p`@%$xGb5B;NN#~ire;({ABq||*xErjtS>dr>1ED-9U=gE_PPtP@^$T72nENnTx&rBepS(B&yd8qJFMGLcF1X1ObeLgc zq9G%P&@-G%=EA^+sXC*pH>)$%nW5^%jr_E+Q$|_H?SCtbvM?#q>(U>cQY{cOg&ENk ziq#$?IMe_Y?o(PTDJKrLh)u78F7fqQMslfiu9^LKppW>#2YxI8_V6n|$f7F&R)^=_ zzMcmbU|l4#$38URnaY*JYQRXs=MB_lv4AI(S@y_nSp8?k?FK*c$v*3D>`zJ4SA9%q zN3d5rOn+<+kHFopk$M%*HmDq%8itV^JVhl_%?ieGSzjT>F=#LiH2qBFcllxhNmJ)6 z+OdZ}7f`qt!Fhh~J&MyUcvlb(D(7XGb(vb`Y@+YE-0Znr?F6ec@@$lTI6ztD82W`J zR{I;%{><8dmp*(QlZnaPxK+jM7cNQ%Q$-Lx+<$;P1GQa)+I}#Rk_+6h{8Hi!S|20q zPPLv*$AJCBmC-a}DAT!!g#|1f3PkjTReT%o$peU-=r!Z)3K`p1@s}+z86`1S1(Vn5 znJ>>u9Jyz1+-v2}7=3+9t3^&5XchAS9=nMdWZx!I0xYYH`O@n?{awq?ANaR36H7wS zW`7&k@*C-4uD;JoFjVeFdqzEmHVn}4hBdTgeUebw;q{~=U>(a?s%uxbo-}Hmy^H7v zwTM)4$>k6owC&=fn&kMdJ_o41@=~<*0z?WAy3-l(p!|&g0@5p?AEc3@wbCb)J0`D4 zrV~w5w?^r2rhlSGz@r=EQI=Oavt72?aA(~om{RL*$p3g+ zf8T^j5J9Xd-=YaC{I=Y8r~Uy~!ezOec|^b1f)cUFdxR}o`Se7A_qGS;1MMlcsux(r zWK-?H!bkd4c7wxk7++G2(3N=<_b(-#Rq$v6RZ{}iF%ywU|YJZe~ z-~O->(fcltu`=sZ2mb-`S0pYv1t}5tCsU;&$ia;`2I8UwsA|(53X9noc?zEN@Tj$t z9!vmWJnq*ezu!1;@uZrOjLoy*)&h_W(ncSbw&&;yDHy z#sio?c9OdXcOAM0Rxodb^%3XW{&ro`%JaqPP=1=V0T1~BHgN{_4Kt@|X^V|Mx&CAUKn(Or z;yxI<@_0s{uKqS1c_0>-8hGjW-`upp=G*}j0)x~^b2rcp;eTB`vu#nx>6dVgJQo$A z$@{|T+t59x^lR$@9gvhT4)c+ zmdfhybs-8DAF0JCgDD3BvhIR0uOGjM*X|jseaq6&d4Ilz>*U&xF-pEsrvJVW!7|d5 ztUE=yPy^Y6ZS`EdbY;_Y`|f#8LzWvbBE0VvkEd>6^nFWQQs(DQsJA$dK=3<%ne$AK zUL&|)a?5%ce$EKObZ~QBkZi?6kEa?$(w+)pO0A+(Y?Rb)soDMx0?tYHc*iE(oXUw_ z$$CFHB!5TqbmzRbEOup-4kcb0F73>y)iVBY%U=2Ct8A*9}R!J=DLw-7W$*TB3g1 zc?S@IT$<}N*1B}fm*qRZxcRZ3Vpz~WI3$lMmf{#iS0N2VSE?)%9|*G(;w zK?Q|<*bqKhWk6ja@*KWnB4+pG;;<7K_OvTrh(}22ApeKX7ZZ7~&5Di5F;9EQv`an$ zxqoN0*QmdMnMGU-_!@I{PU8cO0hYe*Jv9T!jG{-;0K$2;{U%8W7t}j1r%QSOdg}~B z;d+Qp(u8{(Q*RYpT4>hgZbF%1x4O+Y;eY{{4l5QJ?Pqk@Y8ZA{T132P5yBZtDn1|! zrx%?|u+};$E$j;2IQ25p%-Faje^1VO^M54){f|7r;?3e>U(h4JN9>#gf~KlqK(zYG zevPZso;|}9uJ~49^Ncv&EiizA3%Xwp*4zRIr~~PP(XiwGOKPGivxkj0AS9Iknc6Cs z>`(>=Iq_l^apV>68jzb}2L7d~DT(=2;|7_Js#ClCx0(xC# zWk5N!oa;(vrwy$Q&o;CCBzIkqdsASBfbAtI8o8i`+ zZ5sV@nMG9hnxQV4Nasj+RH?yOXafhkxpy&&^s766qy(ktWwSXM@jOAZUw;WozicA# z8OnNRV?H{7L}wgPB~~4~?w0`@0kPHPDdpb-dcCP`r|GOG1Tq=$lKx3JqOlQS?7xS0 zPgP8$k4Z0<#nkervJf_S&$5KX!5oh>eIyRvU!paqwJn@7>ARrT8g7~OlA{x&GptKE zRL%Cpx^n|g31k^x)RhWCT7OXi7fje*RJH(UBDdf^V!fv3zy?P6xi=+~O6?3Aw5jJo1Z3J5h zk|>F_wS4CB6O{{Xdz(sji19A43|>uaHyRbPTDh?z$^swQ_%9N&z<AroSsEkh=S=TR%|52#n|XqZdC4jcT3<1DxhMt^??(g@5Q@02hv*}vbw zQEj@$;hj3c@!}CJNe5HHcfn4PFR?YpNR1nt@XkM_Unmo_Evk1*6K@%d4Ebbk;K#&E zwqFbVnMlJFM=vZLVKv*ZuomefEDb4v>Lete^UTv9`W@TO3;2Tkg~bO=CXVKalv`I0 zGAb$>6WjYyrhkz-7AyhMJ4o*1&c$zf^LBS}gvpD#ST{fu&!h`HBtjaVmEL?M;*!97 zdN-L3yPLIsBeeBb9+T%My4aXzL(E=@m|r$_%BGC|9;0jNSC1p+kMg){=oruw8`eW` ztX9eVLG4+8>6zgPfQ;teb(M#uuPW5Z4cvMUA;rWjvwz>QkXG%5Oh5Odf78!G2kERo zyI$MfQDagfDaDaV8fINp-wL5J?=!&#)0QeS6*LP(ysfmrX25l=1s_U?Y%DtpfC@iR zlhF$S`hrojQUs`OXq2E_2%t*?3NJs07fBf}HnJYCw{o(a_;;zZe#ft3r!B#S+c8Ly z23<|=(|;t1xF{dv$Z)2jtrzeJoI3UB1yKq91t;x@@*8LWOQ#p*c00Cc3~#u581B+M zS6;;OI=mbWf+IV=4Jc4Bd{+QAFFRXXw?8ZR*W`}!VU(r#1OF^CFw3Bf;vC+3U(yN2 z(NB#eADrXd#IN+)Tq#R^K84#vUhh|fOeeBLaevywEP5ZByJy||S4W$mLFQiAJlCnu zrKR^DMQkH{Ar9dRMbn9cl}ie;L2$S29G0_6e7PqO=rl%Ef z#DD4Mv}(=XhjS*u4<{tjQNjHCzgKWnC4>PHS7^QhGns{p+Okh;H$&H>{}$s^&K-&a z_09?{-vlvVZ)?92;4MD{r^YH%ETY1QE>7?IXWR!+I?`H7sai#eM?ag}FrC6*(L zSN?eY9$t-OZus{uA(u;COP&v>*^fvZlYcVJk#CFHoq%yegesrejdHlLF7_aT5aAct z=u!1G5bXNS*5NOm!06fwqZ2);hq5UVbYZUgX;(KlTyV~W3xmn0w}s?tXP(eH)JR$swAQdDt*y1b+pN_Hs7gWAtJlpwZaq8wi;silTsC8usihw=IRy zzjrQ3EJ8-KbTO8S1;xjXL?I;PZ**xJJTLAlbl!_sV_zXHqyx&AYV>+tW`JBi(c1- zw;RJP(PZfMiym)^)jqc+vwv@d0b5LLphRu)sWs}O+F?kD(MH5GRRSPW#M;@b&p%4l|}f3z#Abyr1$drd-9PhR^Sf*p9xwB{lm{Q18 zb3<>4C4PN?7cs}B@3Lq$e%nAtfXycHSxoz7m|mgQYkyO0X6>;KhaOI?#+MRS+zjVV z)J;${Zj9snxmZAEs$JHp0w?S%3=lQNxNYHBVabNaK$Hf-n5?kenjwZ;rIXpDv{o;6 zZvnK35Eu~dmXqGSo@^4n*IcztVrfF~^IGpvHn}4E2mqgrWz>zY;bJ*eF|`0B-0(Nv z2R>E3oPT4U%D9Ynp8E_Kg0;~XIliYZf8d*KFRP9vf@?Z}iWjl;AY*`HMR*kr7E?Q@ zA0Si{FKDExi0ywt5pFo?oFQF%Rbb>J+|C-!dL20qMqmUS$gk<`4tF&=sW0)L^kvgdZSy!4(6E$|ezw`1vdctNr| z6(;{tgvpVs-AZ|QYo;2Zr%s9%p^f~bXtB89l5Cl4*ea{nST3N)ZH&AD)C9|pE?nm$ zbRr z)FjD*BztRRB687w;)@l<3QxNQ=j)4(<9|-RRrg!-go=_qX$Zoe%Jj6-;kTaQe|c#3 zTvv{5>Q?AHsp!E7dt|>%vjXm=2$@VPPQft`V~5tXhLHq%BS!$I${{dRYbmr*qXcV$ zbO?l_HYtE1*;r{t)7%*%H3F-G0dCd#@ro)sItjnhcRdB3o0uaZS-|hDt=ZDkXn%QZ zJ$Ok)K30ld=p!6ljis`~u3(1zZt#IYSK6{{YXQimB8+h2A5v#(Mgkosw8~CsJI}H& z4eFF7$q)@;e)t6U`ij_wa4G(VN+v6x)Z@z0Y7?Vqaq@_UsPM*+=A!RNk9z5(D;Zxm z#lIMyJ}{tLjZqgf%%Ph0Dh342GJhbbymg5VF4T$qx zP&BKdB7oFjtW!eZld`ZAsgt?Y5DKPP!B?yhh#)d4XQaIsrfAu%ji@6#X7kw)$Iu?g z537=5;v9`bi2=r}+vgDXrAp>5+(&1F_;Jb|kaIpJMS;w)JFK)-WPg=rUYz=JP89*Lz}_Cty=BOM0N0Cr$AJak3y;0m zxV)`U#Es<(LD?v2Vjd`Szz@>x0paAJE3RlCSf7w^IJ$0oNr0wQ|KGfO{J~Yb&Zr4* z9?oH}hPJP}P;1_NwyMj^cz+6VG&3YTfEFgCT7v5>LmpqPTkr*Iq}xNrE3ABQL;ag* z`AwkxOj7V6lo+5iJUVIjr5O;G7Y|GLp`*x*Sy+MT zKbQBdgEEk2fL=2QcRVPUVz&z9AfO=SKMbKc@f36E^lzIm+Qs4E*4yxF;qWcS{>~HN zksk&VvE}1STZ*iO|~f ztEHjVYiXjdwH^5hY>}TBV}6yPd#LY^M9)-3aOtvH?6--ZB@W9)_)r2WXUCTm*JTA1 z%7>OH+{`MoCkfLVhAU*xMYV_3;=hLmpN64~PugqI`#Q%zd@bqGpZE ze66K5Ufrujw~wq}XfqO$7El%6Z@KGQk3SKM!bEIb->_+~mHht@h3Lsu+3Fnh7)fVl zjA3}^;dYM&eOlWot zrpa?B_CL;FS`5iNJ!=aQcu|N+k<~!hGGk1X@{O|8f2yzJ9oT5)5iiuO`jp6*<{wkn`ve0H{)Zgt-sK#K-ho`^-bov4VY(o99-RI#Gt)#FCBbe8jwTyWJe&ikc9U$c$szsR$ zcpJs-qr4hrJoz36o;ibbQP!k1a##VrJzzbsUbtUHNT2kCV=!; z;*-W92bAV$-+sD70xTTCWI^QB$)Fu{!quvp&;X|{=EQk4_Mv>~dXQLc1!IcWg`Ehw zd4H6F?K^KH4Z#`;I4RL0&2=;MaWx=abQ}l}u#R6VC%{vMA;Lc5y>tQ(&%gg8xDtmr zlQT#WXdGTKiA<`lJFZJoDG=J<#_=-+*ODj}|EJg6=zEFv01n7n!ayJZA zi7xHp_>EM-IySp?;oKg}8|}G~5I?~KEa-h0oN)-5RvwjpeF^H#N?h7sh4yNCX$`CZ zS8?&>@_%Zi#Fr(;I`%We1Ie`co13ohAkpf)W`c-tMEqNNbAKfq4w4lRft#FwUVl!Z z{n%aM#^ZIFHxJCs>Ta_R1iLE-%w+cw$ZRl=yxio-tC~wG2UX%WtY2IDYa~|-oTgZV z*CGoJI#@-z2ZdH`4ue(YJ3_?E9xEa*^#nu~VMs>l85^YwH30xmK(N2a_CSsV>~tc0 z;NTK>>o#x4zd_5g*%qAC>;FqZ3gSOZ!_a@Qb4=wd6;1V`g~m#we$I?c&U|Lul#0f7 zD;FFZZ{L>(y{s*v;x+$RbXui5>Ifr`HITckF2j|Z)Zhbbmpk_J} zXcGGoD>@%GG^My|mIQey?Uyk$UAT463Wg8$s8?Y(UY|jgonCHaW9R5d`wS^aN$Ui1$8I>qs)@V4PmPM)(7gYBj##OQ{p`pe z1^A(=e&+@`oMyY&K?|Qw?aK44S)jf$8#4t5j3BUYc9Z;612ivjKt(X(m!4Q6!NZo> zCxy%Z2z?2tyeWXef>KHzm81&EUA2GY`j#y=m0)8@7?AI2{v$|eEBPUKuz1cC2Di)u zwgeg3B@}thL2TV}M>k_DS9e6(AG-aMaJI{k>UO~azi=}gbt%^-Vr5-*Q1-Hg8p=>C zDLbR=9)ZA#G!6s}{P0lczvCa`B<)SSQJ(PVcT%4p-Ei{V*Iv-(xjBLrPZfX3f)#oJ z+h>FzrNu+yb0u&}h&Y2X+z#wQ!rCC`q23ilwZ7^{=dCF}`!mKmMd=sfqobb>&ILuRKu&0=dY7KD_CWkMuqL;2M6K zwZNF=G`R$UmO+;QHJU+88Eb#nGE<2&WruYqi{l~-)GeZ@Vc6Ci7IMk_mM%A5OA|Ff zwe0QZk||_uWb_E@_lyJMVbeI1KZLjkYzd;RI04x-nAfZ81d@?w+B+TwwLK@ar$juo z3S636x|f`&q9-K4VxH7fOw>6(^4*NlxJ9!)q!=%8=5}ZMECE%hl6=r4?zK zuJ%%>=U6BbPjp!z`{_V!kCRw|8Egn3!87WX={t@l2P$5ZI7tM-e=9p}STmmhtI|gz z(TXmNS?-!6{%khP?@ZSvwq!sqn>>0^2f%`E0555C#{myGX@8NAnpxa}JE zJW8ReYVgQ7DRGWwN$YTSx>rmkgM1lU zWDM`_ctSwI2jYR&*ypM0heU0^e;5~`GD>*>)&ct9WbF%NDQc@KWVlQuX|`)>#3}9a zM89u%7olGWn@0p%rhrTG3;`-V;He0TIhRooP>jOM;OYE-qM?6-EtT~YXN@)u5yNzx z5|5Muo1c;kLmOj&asEl08#Aj)&o(lk98g|pxuBI^u6J!pAU42eQ(d#U z+l7F*My!IE=bV2bQWg^~SWf-Ar@hwZofZQyxrSA{*3%R_^^Pe-Nb9&b5#Rk?^;jwF=ldNf&84+=PjC~oS|HCkwbZ*|<<>rdhfwgKMo=PGA8N$;Gh~UK z+i^|ZY`=0mJ~be9cq*G zyKzwZJ^l}{%e+?~%E-^q_H_gqIB&;B8@F}fWNljuEIvKRG>d}%LD5UM$qscN&QJ>1 zholR~ne#n}fAJ+tqYaVLvJQr7K^Gh-GjfpV7qJ;<%h0aiRx?XF-i2i6@u9qJaQiDsr6F8i#I70hWDa7Njiw~#2p-CXz$LwIoBfy-N`yx3$wKa=u$F+wnAefl@hA^K0-L>!QcPd$Cbr)m&C`pBi&iC z6WR&pfsL4j z6+e)S*2+=t32xM`-Mrl0=8V{jO9!c!(w#?f@8DAoSzq;kQKaync2F~UI4dDccvCp* zzZFq{tX22HBp{r(|MLlZ_3V9`6cj8rpKpJ@Zo1B36(0#QHAX%;q}JM)n34iOfJW#( z@^IPwTU+c|^O+=r|DOX$ph#7lV1`!lPKisn*1v`#P}#H*pP zw}YxGjo}gok@hIA@8!|{O8ZtKQV9;^;+qai(xZIVRh!HOPK6?Ih*JEY;+j5N6FPry z7AMt(h>$7}`2zq<*&B$Mq9|G9Fi@y@0tXxAlR-bqPcHM|x5OC}lHXWlXc}DUL9m62 zoOM;a8lEg%`>O&?Y7W-3+~$5F)^`E51o}5LLLg~q5AbYB9p=ZOjlF~9!jINZ@~GSo zmo3lYG6dMNg094Msio}md(!vbot%G^IqaZo*x4069*bl9$NKnCO+IA)rVHC@W&Nb4 zfc7}xLn2aRF>D$u0Cnp?_hs_gc?)D&>zfY;Ix|OkIDg}Onme3RoCP~bE(KpN5{q?E z1{dc4*;DI05+}1=dDsJ7CxnG`24A$m7UF8ve3!3mDRGvAXa;ZQuoZNZ9@2lb$IiDv z$#DmWHzBt%EbWY@Is6JCI+=?@YCsTR0U3!464_dzQiUzf#syheqRfshYB>xY5RLru z&Eg=khQUmnMd`H~B@r2+v8nUi2e?%10^5cT!JYZrA_ zeEld3Ozav8sDwaGj5ZmXYI%Pat$l)?*ckCUP+}F5AR0BOGZOrK>!R0a>0*^|LP3VV z^=Z8_@=)&S`Vt%G=lnGg_KOSsHY>Wax@dIR+=uS)we?7qtHu!MGWNqH);9le>m+^}AD2Tra@aw2L0YlX34M$sL*8d8?;wQ<|MYbCck;Mp z+=HXnYzG4%bl2Ui(=6?_y6BKo@nXP|nGze?EJI6HXrZGw#EuBRclB8XXtORj)5zz;(A`co>Z&I}o zu_-l%D+iPB7>^2whU>R;I5>Pbj0or5U>ai$pFK?I(JXEtH<$3Ymo|%DZqy|U z8UvP7#l;<4<#ZSsV_bmoUS89>q9=fXUE+vgu)9A(RtzSVh}Moz97+{Q^KO!_?IbWD zM@kf~0iFtzHQ=)3%nKMNetY|iK#~eHPy;3CF4qXO)!~14HZvAAI`jS=wgo*|DhwY$ zFUjbDRuAC5z)63Al=6no1yvtG$?X2uir)pPNva9jH_UB#ru#cmT!u~tB}!(9+K1-= zvS=qUj1DM0x{nSQnP>gp*T6?=4<9*K5tcHJu`kfqQ8)+^?!s1VEUvu&o z)x$^JE9Qy8p()H+LynSpR+|$c51H*Hsve;s#gS+l5bOxoLM>bTj-Ee(S3q!CLbiF! z5VkEMLNf6YN5(+_msq5=NH{iVarE_v)$K(Q3rs3>U6dNug~<^ne~a1>-lnw)%28m) z5y!6O8Y+LM9cP?iMeyo);Qw?5PM?+rB1qp9s5|#uJV*d^{B#!$n&l2lj<9=GKY2fA z|24XB1R(Q+jY>Ix^Lh{HDFrF?mYnhoR%fgOAqAO><5`P`9jWF;5O;|s%i{aVb95`O z0*FB+ZPx=)?yi>0I#R26zdTz_5M3Fce6+ z_`A*YJ^w{*Y#%TK3i+{FgI_+Q!oC&`EDr9^6Jb3+tK?G!8US~S*AA}RUqlieS#&`B zNtk~l8dK%J)!lYvESc&1bSfhuMO_l8T+FT)_lYmI7!8v#Jd_$BDfr9erR>dFh*e`U}*$(IQ9k=uO1OdCiZ@mog9CM$%tjoB#0i|E@-5s3k~uQBpPHewwofN zrgcOAy@yZZ0Gpxo{>C=Cj;x)x+G!bvt%6V`N1hS&w7>m)8O?sSr13Mc4NSW638Dqx zw!JQ$LWL3zXYUDD68aL}F|r60!TfFN!=uv7bJZySjxmH;k$0gR-=hROAnau_ z5q*s|NYcC zO|9S}iIXw*<7)=Q0_AAnaiIjDcG`be8(aAt3#VRs)|F*|tE%l!MH>>u8Uey5OVpR` z)7J?*nL^Rq9S!+|3f4bp)`T_q6NcXcY$vt&rU;@rw~x@IcVA`dH$9GX`K5^=Md-fl&Trz+AW`Ukd zNO&c>oWY~dcacHsw~i>tgvc1HEq4KFW>djM*~zil<{w~Xe(z4WXunbIXT@z&aVZuD z+D{sdkcDd=u0>r!R#@iD!7dUYcKS5{+&+?ZXC?&(c`K=Gfj_hn^?G~e^~Z0MFXKA zx2Ej(nQxz&k*P)EMme)5y_IkB2n6XYNq-8DO>B{+m;rq?1`TUWL6G${39rjC==)8$gyw0X0XXf8Bjvw7%o}QHNRg)K=xd-cneq^2 zVrZ)GFJGNSBIn~D>Gyvd=V844&lstZ4lt;ba&n2)Bb%ZYlo31=_!kk)YM6{rFu+dL z)5M(~JVmm;A4Mx8_8ja=jR_Shy&jl(GglLpfg$Z7gT#c}CKyOO1=V|uwtK( z5lG^Qt6BFBf`#~tEmBD^Crd>t zLoR3F1Kbvq(RP1Z+V&?Jz{pe-0IvK-gM@+O4{W5noN(+FGvVn0Dh(RT6XEb#H?k8I zITu-eWKx?$uv{y`*U%^dbC6LBkDk#(dzs))dssT$rB1%Te)7K==L*jDm+1>H{e7Yv z`X=a(B3rTf<%2L%ihCb$ zcqffvw1KUua9~9uE3EVg&LSM3e4nA~NvcI1a^`(AmER=enu=2m{D70z8EBQQ2D1Sg z=q&@n%S1&6M$F!eepo2lF@{-pkXLKE2LSW1KY<8q59Y=gKEZN`@9T=Lf0%=Xw3!{u z&hQ+z3lo0>J7wCJFiCbwkqlnD5|&D3pE5K?Y;El131_hnt0f8timWH(7FHOriTMva zxi@P??xcl%;o$Esk!7imvM(TO<Xe3+o#Ao&!r9 zd3HQjx0BD~A^RafPB-BUjjqI}PP7UDXO3?$9*AragHd};OMdhCqVo#DhRxeysV$Ws z9DS?~pNv6jTS$gp6C1+zDWsAVRmUYKXfQwqi&ks*Vgmw#vj$R1&?04KLZ4c>t)mb) zW$cjdXL_Fx#$U99h3yi3sg5OPNF7_#I6-bA74M4i$XYkW(L7)wJUKy^ zQPhV%?#W|1=!pVuGTSVBPoXb}s03nsWEO}a)IZO04mBVWWE2KD?&%+IIGUFDb z*or#?K2=)iD&)8PeDrGI8vb%XldE16>=vhp2!gpjU0j1C?4Mc~9LAiwh>+xe_-M|J z_DN2tbRD18n*%sTt1AMLXCu<62F0)4A0N4x5jpRhudlv2PW#3`jwYv(YsmKsyzhT` z<|}Byvmv8X!R_c2;SBMq)-8o5Ky2Gp!;4(Rm2>orJSPPMdFd>QFZ@#6rDk^GTA37# z#}P*)zetP~@*U7t9mtU)tJN%cn${Ew7E)<_M;-+}e zOT?IZ8Bpa{>H5L~!9E=U96r(Itz44bpMc#z82f?(y@$CHSE{78cf%g2A9Lzxs0 zN0g8T*K@1B*|5acb;>u?!9ZL>t&{r0D0FJ2RPN{*)w1`Sl4k1a`zW})^mu;^#?c|% z1k}SWA3CZ|W*sCCYj_s=D7vgK%k3P@vkHGHPbxYF2w5|gaDPEPG7ZQBbFEp+1KG_Q z8U}diq7G!kSibuzpZWG(l5c;_cBElSFZ&I1-EfUOzKe*ni&^TjK4Z>eJteoCpfaTb zMs>FG4JQ^{*=dF9Uj7h3jEMYpmS+T4T%JAGgk*a^OJwpp7e^2McLH$<;!7^H+O>Xq zf-uiLzPhzxR(ZL_td7i57aLpiPrHk7_5eqKz9HMny4B`Y!jXq?aLIq(L&>DgBpJx% z4ytKFu59Tee+wm#K<9n#7g`9hS;~@q8Q@cO_8P6;;cSq?C*)O_4&J^0z>6z4RwLH| z@;FGi&r4@!Q32Bw9UeS(Ot8urT*T#6%jxg&21KBjCvFK^vsnqh+$SgYDv~KhUFI5S z`BE*YwvSFHxNvjtYvX@clpLSEuE`grKF~p9XFpof3118v$G>BaenU)veSwUwPv%lh z3~Umo+L~Ou2leg3&(Ha|LmKSI&8hUWU%{ObrlkShD}8A2fw?MTcUTpL|c; z8FHX&Z9&%q+Z4FEx3C1Y>%w09Ao1BZ2>UN`|3CUxZ<*GjaC3jUN0h4m*Xhq40KR~C zeI|^20>6{j22ijU15X{7gN0~_q5S?qn{m%3!BLS0q%*H!xofgKn@_DPGMRy!69IvUlghv}hD3GH?= z6a+77jFZ(UB%XgU&rD?~xM7zwBqD8|mAt!Qr+(-;KV2{6P><1(yRS(`Xl&PA==>}~ z5Nf9zeS2Xe2_Z1un1&H+F~wWx`RGq$NQ%}o$7i;-6G`X@1)2Al9@^rh|>ATbEZu2H1CW*v}B;31J=)WaHlFRKMDnlJA9A_W@bP1LBl>0OhAi%u@}7q%#a zw9rr8#;&B?d(zEkQjp94T0%`gEe89c1Nr zQHm=kR470UnoBCldam}~e^Cp+i8d}AdJ;K=rCe)!%@R};I^W}y%Z&Gk44DzdYkVBd z&f$O2{2iF+PlVpdpF%FNC`htKtd5>nF^aV=BNF>zL2$J+8hB{zFS)c7lSu0}?TU^lmTG^Y+$RpqLs9KLDf7pT8-wPEWzDmFMMyW=Y6cMBMIs|j|M6J> z>=tJeX4hVXk|p|Zi>eb1>YeF7R+P|~ToNwDe&;Bh8}BM7q7BD^$vXk$>JEsJts8(3 zlX_y3TihYou^Rc&yJ0Y~oOM<-U8R5HOIWoysxw~ie{JxldsDORBU z3QId!Vy^7RIH&!xM|(B%p(RKb!$}!yEiyh4CUr{wXoLM#BzEYVlw&H(viXQGI+zI& z2>UC`I2@bOfWQLe1bH$gRMa)W8Pl%NHoj4e3)D^;uQOylF=4F$oYq!u7+-%zya%ea ztCC~_oShUCn+_#yAFg9DTH$;-*^Qe&L#19D@4MCTloC|#U@tYwd2TaoE?jA7*l9z30`nhd{oTg92=F8ZsvEC+YnBZHi^aO}4zCX$4yZB7Cp%GwCCEhx~XcXK}5 ziIrl21QOGgSBm@=v1kU)KM{ZWIf!R^4_n@STiUVY(;`jUtrmL1(-I+XILTjm=aCHon4cGdm- z&`XH{tt7RT8qakGui@WR+k=OrJ3laTey|?V)I(cVbHeQ+Tx!+L@tb!FkSX5UoY}Gh zRc`>tC|Khn#ejutPac0$*h?UBk3?a27&MwuG2n_~PHKxPi`L6)%}*o^6sCz&;uXYI zx0EYc*HKjgSoZYF68cygjxJ3HQg7BO|Kmk2uG+S5(*c}|z)6z{Hema%dqDIns?&C? zZ61T8_vS_z*8Wc{?245ML0t)|7g9~@!?3<2$0)Sz0z%c?01AJYHNGvV5=6MBMKc1A zem_3{f6%>IB?w;dWGL}@u()#;M-~d)8I;zfDCmJpqNN#YPNFvL11~94JaGf`0s^RN zsiscX#l~x!&r+mQ`F-(F5MNuo9bkk%CaHRwV&?1w`6OY6iw$*iswCFtKauM!m{ve1lps|F5fnp|)V3DkO4EJCYp_*Q z!N@fh`nG{XR!`$a2!oP=($-fI(A`jdRTPL9YyN-6)@;bCnq;Yk7L9}mL7jw7W2bzi34C12W7TGw(qSz z$B3(Qjs6Ss{IN2Zf$|(~2cJQdTe(F#nrE?ZwL6QOh)AC@HAx$Lk7qzOYMj997ZQ%F zZ_ylm0{oCCFV)ZSmR|mz*6tyBte=Ca%5J?EBU7(X5d979a=LX$25EhK(Du~Vl;$PJ z|C@jc2KRqph+06bMrK^Ro+kj02diK#18iV#$C2guyyRzKtnEgUSbQBv=u2c< zEE{(#61*NNi9Xjl?pmhy6Ho4amsr>Gr&PyBn>jGTTgk~Z4OLWx`^k{@a8z$ilMd#& z#UxC+ixZ@@aLY9M$Qna}D2Y)^ba|L++{a zoXLg3WoP(u7>Y^IFjx=~AA0toEep4E`i+0loKlwdBUZmUBleJVYKZho%2ug7@N-HX zdR_`fZa<<4csUI0v^GtlCn0sAjQ2_HGw}bh9MJl%>=p|B;c+s(>6?oLsr~-FJ-|A8 z!cc%id)|tsvV<+U1aklnH2eA(S{Owv%_TjifYCKx(2@-5KPz+9-1=NXe;h3>x3hl{ zdVZ}TN1M}aqoyi&$0PzPDEWpkKplCe9d^YFPPcR8KN@>ZMIn4+s3Z3qKe90?N5RIX z^avH$*4ue4;W4cge@}u+e;Oe}mXo2&QpE&?0g^qdl@+zR$>o0^8&fEf4M7~)<=pe; zVv_Gi0KoN4b)I`#*B0+ZK%4*op38r}%f$OjT3)2nSfw?g$WS3AuTjAEJOA4;YiBL+ z6xFJ3juBDF2Znj-k3i`M`S5agrxw@}C`xMIc}haR4@F6V%cmT0Ou{Q}R}W@S+rb*= z7Agi)+#P>{gBg(k8@9t%Mv^S={OdZy+B7$Zks^r^K z;0C}3Sl)4t?+3BvI16Ei8VIzKd^j@l90t51%zR%yuufoJb>6ys{G7SqfX~J{D_*R# z2~fh4h6uBY|NWM-4#vM?4L`JE2@>^C>Gm{OpUDu#=b!`lHRrU1d6xg5*04>08*n zs?Rz7wOAoaqh=ZK63bTkZ@GomhMY?l6`i0g1B-yP)k26!7|?PJ;n{x|00062om`{t zGYa@$4!*ohz|(xAb@Hu>+Tz;o964%4`}JM}$%xcvA3X66R+q~atn9TdOlluo77%jw zgtDYGnY3O3fN1a+UEc;lJh5S`gx#Hj|2n$S*FU5LME<)!K3iETWGQ!8hJ(>G{Rdo^ zT^1?v8_)@?{G&=th5mmrunq1UAe?k&nDwQb#M(?aaObU9ry57B*>}O)N(Jqu1|(wj zFZ+1d^zO&6p-wWbu~37ypFD_=827n)Xzl%c9e+Q`O`N;>CwEU08-p5Z7oQghBlw5LX9Eoc^Y z=D-X-)>6a`Ys;kZK86a?YG8pv(|X&jm@6kr|%^XETshtE`y)z21L6mf(%;t1ci1mF6`meGnuxz`r*Zj zX#xKgA^dN!84;_W@uzhetgHGTy4c8|n-Z#;61gT?$$5wf6HgDt{Oj~oi)H|3rqD?> z&%?%HqOpHOC5_<>A;}v3BCY+JY#>k*X2fN%w6sm)0nhu!7T3mw418eTWjj`B4O1xK zzEkt)aW6|_J?NE*8D<(oP?bhBvcN`6dZDB%5RO1S(-RBcBL}_#BLbM0qPCB%vJ8Nu zw5Fw^cRU4E6Etl2w?WbMB4jQs*s-8zy5D5vFFt>gksLio>Ypo;cm+{R*402n7i14U z)|d95Ag$e#gGKimEPR0X{jI5|`wkI7c<9J;bO{Yf+gPA6+Gps?0}nV#9z=&n%r~5Ew2bqy?lVL^H3oISTFW z;pcxpM%XuwAe8DOJ!EufWvp7qt@$7hC5sQBU#eP`~o%HM8b05cRtF17x_$A zS^No?0~+p}KL^G}2kJ#7Xb8kga5SqhKP9{>|Ft?fIWA;YZo7o~OJx4sj#K@SjtXfJ z82fe;$|8<{i4~q_S*`9>NZ0SL;n_ct<`CjgoC}r~9ty?Ln}93A33nu(1Mz>;lr+A- zxVDh2=GRFQC1N6T*1mjax-k8)LFvh7*XXf0u<`qXoqW_vNM*6V1WWi55%2@v`bG_IPHC9@zkLBT5+2!s?R zD9#wfQGqi_Iy}zGoMIUuw8f%@NFxNaoxw91h$^`3xIR+X&H;p-Rri5MCMA^z;zbdE zJ_`c-SD+Sn`Ss3(qoELc!}t5~;Rx<0@PZi)0Pvj)#1wDJ9!3>P#~puZIkV}|Jr8m) zBLS&#Z=5xfC5rYJN)znTPI9UGS(A4df5TBYjK-J5FLB6bO=C zFzwg1^kxm?&ym|@@hN{JQ-8a@_4ax&qQqjT3iGFmFAY901GADVdW+qw7L*dIp>^

DZC-u+A(px2}x-{#0{`N+<@PbVi3fhYPsXTSY(%{+gSAHDA3C74A2&#DUD zS74Th4JaWnuG@SCyZ{4)Gl@M-X$AOe^*OJ~?&Qk5qQ&5TS zzY1w0C$=#K3IKV4`*w9%!r*^En?KG-_?x{F_iKaHw=7hkx7c_c z;};zoH#d0!)u()bn7DU8(RDzou&_qVQY{P8RmG3N5f&?I@DZIn!unteiiIHB0>0Xq zMbO|jc_W}h6NoisE|3EWk37^9?2hW9cE^Rjjnq67UeCq`pIciz6D75PGjtRJ$-qzK z8%lp#&jLbp+#WS`iHX)J3Gq{kjfrYKAD6)&>bo2nOS|!A5D6IH<*q*kOGT6tpGZ}o zYF=9=1Ci(p&zgAu9}gQ|!w|o&II2pNe1#-q3I^v2CLZU)L5QlFd#mvme zBdLDyF2Obq(r9h)f>8h61{azgS$ijWzNUZEqJP1vN9(?e+5Y|s`uaxckC;SLi9A#g zC(2+|hayhJThR3C7D^-0*=(aIIwc{RYU3Ic?>^Q=E)3-dla;ZamR#>ff*&j5EyO@? z)g3T`#y&CZSWjwH9HhN-1FL{B>F1=<#g2T!fML=yu0r{J&Sw4(n;r0g5gT_@8Bc$9 zcIj3nA5ddj#Z45Z13msy^@3{xHE15QU?jcCv-O7cZK>!`6UFBmT{SoG20I2~Xo6B~ zH{lHB90C{j=~a7oA=DH~`V&PjuU>7*~u)n|6?LL!f#(lYR>SdTxY z%C1le`5h58`mrQEXh(73uTWFmn5#bl_-8Y4z&Q7{{)tT-bNH$cyZp*;qJ-uX2_El1 zX~Kt|L}%}azyO=%ET#$viy?o&&wLgQWE?=Dcf<%w?Ffd%cr(*rMr2G@P#C$XJNL;&`GfJ>CU+ntEYP z!7G7`ixVY0jl2-Y*g~`~zx-jan!t)K$<^upuM$OJp%LWxE&JHL%e6tvIH|`%k**;Xb54<^g}T2W*|Y^&@VCA+SE5@RnZiYq+%zk1szBAFq%v$$2e=R>;K4 zv#Wi=vF~LQ>qg{2C^C^VcQT&G11YP7Ygh>Hgb~yMt_k%jgattANE#2!M+%sjml=cT zltqmO>&XEo9HzG1<+o{UV8fz&BCjZpBYJG)mMpK)FnTV|!d`zK2{WukL&@1IHhd76 z<5jPsWplg)3h~N0i&woCV%{zim%+$X6xJMuWLk12=puE>4Y{c|3Y!0FD_lf1r33yK zOT9`k5LY-v6cw5E7*^6XJup`Yh_{t>ETLtQhlCvke@V0MuezE3<{Xn`1tC*j!2Di} zgVr&?#XrSg@*#gpEoW=sS~>=64|i*R5Qh7YFXo7@{`JL6%};lNv*PJqSD;oo_DQD?XH zM*wwqj9QauY4~uXnxMy&H~U@j-tLbOD5s8 zICw&){1HkFQznLEP*CnxH0u@`RxPL9ju3%TffaH@v>7)xAi-QZ&#hOz5>lVA@LJNQ zB!A0f1^s^vAzTfFJ=^USsYA3)#4RL`%{yYL(OjEj@w#{fP)A3B2-hK6U&R;z$F90g zt&s0lE&bupVxydn34LXDh-IR-Fa{T)oH|uHXs&hll})<9e&ylm8*+;PkK~Xqw7%1g z(ftmK;}Xc19=-Whi4a-#^<25B@|{qi;-$zYKh1v!MMowqT~$p47OeabBP=M8Fio$( znrxg^!?yNZW_DJ06MIY_bZdCh@7CdmOF7t9fF`*cO$Xc=!b9u$ufNcwOL{IYta2{k zHe%jZ@YD0@yfPfQq5dC5l;7$i{QjpiS1?T?-}r0JmDE9S?z8hN$EK1N>zDpf1nRdR zR&{@!R>DDvDMtJX^p{O zV^ZGeX^=8kKE$fx$)d?9QzCsOFSx6rxu1h)59Ci(%*}2?SpacSGyq0bYK>6?024%K z3xi@IvYGgI)CnmmF6*J9gQS$vyl8j?FhYNhzxv?hN)}~u%ml!7^nA`poP}sD?sMZ9 zTjXo?ZR}xErFq6$`6!-fcl|Th%O@&(eqg!2STRiYZntgyr7e%dg7Xk)vLd%?bVvi0 zjA1x5-%)yI!sAqvflkvU=EmnAIw=(o&yKd#W_iRsxv4-%gmDCkN~mAV)wS;~xjy_fsq-ztOT zUdl9~qvn3{D23JLfcd=MnYsfqG??TWItY)=-)AOVLQ}>gZJrR4>{5OQ^q&8~UYZO{ zN%3ZHie1Y>s+65KAurpPK&GdoA#Q(|A#=-T4E%^7#WU17nt^hMo`A4Xc6c7CixXI& zB{8{u4G(ydvRB6nCoU|;iGUFEw#C66hZk7&<$fSmZKsSmk zXK9>{q8rrc0*iwbR=pzJth|%PxW7mwidRJdi{57|NIOYReGwxLvnx-$+JM z_(y%@TMiBm&CZiah|cgZ8s*@E_{F?w2V$gp%z~PT+(Reo=wgQ)*$X-j$WZ?LFT}fO z6BM`#vj0kGSy1IKU-@4&;ToW@g%%ly4B5zq`>8V z_m;rli5+W_U4;g#hq+Y&=bHQSR2|Sp{qm*M@Eg#_t>H*8n;32bB&&b;DH({#mm}&9 z>P!%5C?$@azc>c|hG3H`4@6FvNnUy6Zr;9D$Di6uz z-iCnMxE{vw!Ii(zU~YeBRFZGeOpKyU*4z#$7P>R?lzRoEPY?#8CYhzqZ|)c@SZp+Y zSSM1Z=c3kZ{m zui+|v1aOLVgoSOhMgA_~me>X-mL!W#T@|yRG5i@&UF`VA-Y9>jJ#}!0zx5H`=AlS@ z3)jZvjM{{0Qh5?Y8|A}A78#gjl2pihR@-^)cQ(~uEvlIt8{e{krWG#`LXGsUVfX`z zoOCKmhYGETPKomN1^j18%BnG;7INa~2iJ`bUHeWl#A-K2|0APH=*!AF6Ta(d0M|PW zb%Vwi#qa3k_FI3}I7!^#d;^zv%^kr~0~vMVBB{`pz>0vWWveBHC64?AXs}xU6>l9F zu~TyZ3?m6Rr>vNzp*;D%B~>tj_l#Vh&qf10?+TL^AQ>%qF(I$Ty?HN$W!Px4|7}0u zR3iMv_a?%yjmpl!ZS4>U4lvF|dn<3x2C;f}3l#MfM9$9AE#qDx(YKqp6T$Ep2UapN50RGNGN~PtQd;(ZeoIGBot`!I7Xe zgT_RtQ2T#ahXH4@@6%t}wuXwO+DrH!KvZoYsio_PZD@FZ+;E5k-?5?_PTEkMM(<`# ze?nyn=henYL7G1=hoR#wBAnM3xB%>L$dE#qh)PGyzIZ?in36g%)ea4s;G10OVX|Et zT29bz8+WJIlVN}NHkC>#ilDf8<-Bk|>Enhn|C)b!RzGg;>XxyfnW3kmMs#`iLo$NcWZDtY)GM7lBPzYO{G5^Us=M&$ z9sz%0b;PoI(zuy;LJO_r0^)fKomM8S5WHwD4yQ#C$`+dX|HD=cV#&2SK zBq~m^(K19|H?dWNL@ho@GwxYov1yOob9ml2xl4#F%mUJ9U;6@P!dS@;U~FH{+8TB#`YO}*XF_6Qct z4A_H6{oZ}NADlj0T>naw?SgI+8RNNjyky?`Uk_(sR<7Uq`S9z|7ToP80b->AApt5E zGW6O}gQ-Q<7|0xA(m_DQ0+u+yhmXj*Iznw;FJmVxAA4dI%U}#ML!;x4@E(z3isl|# z^V5{4g)cA$xYV8tLLCLN*E-nh8f1UcD+>~(4h3+yUhM8??$e$}f6;O$BYAVdeYl)= z$6%@PJ8ds>HJ}&&;rZ+|&sxwqt5esxEOEmitRAVhbkdFxg&PxsM_60?Xxo1E|C-Mr zk}eFHDdx|Cp{R6E;%t^Zs&iI$a)`N?CogEJcir++WF9O&EB)OBOMOymw@iOm_cK?w z%>T_giKjxPJ z%&LldX-H;+?G7V{>^Ls7hF~5JcO&Sg)sWvXLTBU#7Ihi3Jpl6#nZXF1NNbT&3_B2k~*wFO-AOLvc9a|S2y$pJ+ zVjdBs{r79RW8PLD+{OcGK|s1vBtVg;RmZr0mU8nFF+Pkc2W%^8GFp#u_h{)*CKk9> z1d_y;1^~W2LIEUI44T}L?xBm9zzuMqO`;5m{6qsuC68I2Ip}Iw9aXsrBX` z1PjN@ir7l261S-c1zzQl{n+&Ew{RvOY9ZThPZIl8W4n5n(uf8QyH{T9DGg|;ZATL- z=#;$12pHgSFCu@N^3c2_y{~q5uH`Bx&BN1eS$IVOqUB2Z81E4IfpyJ+L!-FtON(1q zWW5TZiNiPQNo~4twkaMCORgrzwFbT{wj&ywrR+;E$@QPC5kAR`oC1W6XEDtdfMOn* z}M=O_6Yx zp|1WPnx>3p2%-WVOcpnq0c)lc{zUbt~X~r0;E?EB?*zi6r-Q_5 zLkkEDvp0WC_Jj+EnwY;|O8KuN1;h~p;)>*j9kE-Stm&}wEI>*aX6i0IZqkg|<<@oNDZ2cV=S05I) z?d!f@Ns}gjk@(%^CpodoX3yU3&#=6pwu73=bxn%4^D3Wy* z-p=+kF8Y(B@3EPDRWWjBzVZL?A5ltWri4Tlwt(rH21^t}O&8u> z!<#+)mCM`aE18-l64uD@1ev>aY&bHBx~L)rR`A^^XGz5)tHfH|6ZjbR1d|^Gl4kFH zv$zJ)z4;m%+AYSmA+|M&Kb)dLb49fR8ysU%J{ossu%$~949T60oIj5?J)(gr(;Ewh zJ9%P%t^~3F(<=VN3YncI57?7w0up+5>=12BGO+HjtMk%jNhCq5Y5F-gLjYX4VG19- zfFZ0wG_Mw~LO`U0-IsmwoGHy$hT$J*-#&T3o?f|i*g{2r6OYM4m6|JJ^EJ@GGg%C- zC@MT&wjY0D$=N#<$Wz5n!iaRQP;mf$F%j9&jn#e8Nhr^`#Vbbp$Hyp$Kh^(LH|?B% zt}1*R*eSl&4Vk}dwm`pC^-Z~|_bP429abykCe7#&ro)IC=n+rZ3B9I}NpUI+$F#cn zQri+raji{jY<$=&t{R^TEFqH;9af6G|W(k~x>4hpyq zITu-i$et9~XfOy`IMT#c3y2DTl+!&ss2T+dRJ? z-4N3|Q!=zd8ZyO>dUKAmL8BamEeF%Es|t`I#e{;;QDk1ldCRjt_6s?Gj#)MFOCw(a zB(_9EL-jq7;-__QAptD>TgQ$jpj&hom{eIggd(C2=sDOgpvGJL7^4CUde6f+VSR6# zkis|M&iD#odLkPMv!e=c1$j%AQP*u4EBs@d2N0mTbY>}i^yY09-=}L07DIb#B`siB zM`jvVg!@4SU~rW9y8LW^#AmU8!D`jX9n}Zr(NtF1ebJH72Dh*tpyiR!6UdM1*}g2# zhZ~VU22&~)jwsypa)!7|H7mME6-vaYXa3htz2ttdEq*~Z1L&{r4e9Zw(6N_Jzr~k-Gb1-t=;jn({v1|Xy0fdo6A4kO0*EZ37}Sq`msOBd6ANkS^3!&pASi>2 z9b#5$tB#RT>A(ViswEMC{20GbCUPbfS!z>`hhfzvqhay^zggGdpS_W3F&uWYz7m{T zfMqMDXTfM{4KLFP8Ya^zgSSF6Mf*Y7$I-L0;!J;U!x{`Q1+w03J;Wx?r873i>g0oy zJ*LDprFqXLGgdEYZMzNQCyjGrG}zf`6{}1TxwqxM}U+3r4_ZPt1nlW3TBxMkFFuezkBmxH9 z$1L>@s`kwtB8hA=zov{4x!7`Qq(+lNLGsu__*#l))9T(};?iy*KUc6b5Yu>s#1`zH zm5CDO+8ZW+$cYnW;w272-0VCZ2uO8DV`dTsqh8LQn(9Ll_SP>go@DAzy!B#cyq<=p zCK8-t(B+=#=s_K5A2_cOXIIAnK|}SX$PWrD4+wkn7TiYhKZV;maHTD{E+1SKpZ%9` zTJqvc6;le3_W8e73I!X~T-*g~_v0)3N`oM^mpXn&5XT`^J7ZgUOZo zR8c6sj23W#pS=A61(toPzK9YL_C*++_f3qD$mmCE`o-T1)B{TjNDu<1K`G(O_ zzGq*5D>sv=E<1OLY1pKE&KJY$&*M2pf?H>bCEJQDo1HSGxk>+18hTJaK6~E7p zu6)JwwtZ&Pop%Lw1_yK+0pu6(AmW=n)2N((z+v(;zr4Lbcx>-4!j(ZBlSW%P#r!M_ z<52B72W3-wJM&QvU(oINcU2&4vnKrrq73?gjZ(q@MFM>9YRkPU7T${6pTmr1 zVp9qQIgB7f^s#MB0<#wQ%it$^9g_%u zd5(A#nWpa#ogX|w6+6RTDq+apYlrHnh)v&nXJ&#!(oIMAP3q6ok9+9{9CDPi17>?*9{a=;bHqxQu2c)3bQV}clpry*4Nf96>xR~25tYAk{?xSlt!`O z9)1_;h{P_fXHjY z!+eII#aBD*57g7X-vjmoV87cEwFF@t)^TUnU%NXekXP0-8R!d8FEgm@gS)@epTm|M zXaUSq0Zt_8*arl69o@=6=DBODHyPG_yJQ&=jWUoRwUyQT`5l{J&6bFNysZT} z_W3@XeY#VmzE?+*A+{y+qeYHBkDGd`;Lx!B7*|w1H!=|Y5!hN>YRMUg8(D1X@)Y5M zR`3^58p4#TIg=W$HkA`9{3!zpg?2azBaHFceK!!l`s_Q<4i2Do7FXQ1TGD!A1Ul{b zF}{F(59`vT-Qdq@Dao9Fd3l!2;lx~5(_(t6U z4xqT{{LULaYrPX*J3Z!)7^`87inaYM=gn1Fa@f6QugAyFinAlV0!=9GX|D_t?<+$; zgnZJ61#e$RiF(g0ej;pm)3I$ZG%+EDpse@hS3so1d;exp>F1;{yOS+T|G-qlW|Rw& z0q`!^Egl~t4r|qao8J%vcKXY(hM%>+-*L0T_{eR>1DwSupjn2jO>fo}49hSb*~nYK zj38tk`X1n()eBawgVw7963?OlXC7y|i~~4kP@dpT!ci;;<4*^adc}-CxYU;$&;eW7 zmO{&TDN7otD71oY9ID!^echHOm?c=3gY0P~XVX{i*KbyT;wsbV=D){?3)vlZt&Nft$FA^TA$x=qnW)mVdo;e)}T4v=ne_*Rt1K|)joT;9wOTYmB zep`rt=(^6Tbr;IwgR6y<>L2wglv4cuo9njb5ZJjNQ5OUQQJm4(lgSq(e#0$BJ-Y?? z)Th1X41d>{Zf%$uYBPl?Yc;z!`ae6TV>r|J*;V@no8nHUd}N{S-UzH6GvS<3wrQv| zwn>#Pw04^98w++9WNo`Ho7Kj7Objv$FQa0A6d#5N5()paB?ftx`25rw{fF%b>CXptNB;=+Q>4#E}7&hIL_TB&$Xif=OePQ*%M8e*3!s|9ktC?`5&R|1&?!o zMPBa_ZKbZ}M+|FhHT#z8i28_8?3&(^AiX$kxf566rVX&vGljj7#MlJx#8|XBH~EJD!s0TA!l_;!Kc}JaCQd2+nJ4O&Egyh!J13MlKN6+k-Y& z@x~P1I%{zD%e_RvR1S^k4PM+{KQ1$W9@)$sap7&lF`i~$-JT@CKow9O`J-7G59+@l zsn`X;40KXIuxhhUmxe>#8Nr1080`6@Pdqj|{ATh6Ki(eWLw*yor{mN36-Yxu{9=Rt z#(sWEJMyyFhozG|bmS2AuV@<3>6dY{zae!O;GhEZ)#K;cNn8_rP5E|50Iey1JYE)H zFkLhmZO-++cgmmpL-(;wFm%j16*`X$R**OZ0o9;5z~)aQiSr!WMk@bF`9efVwNcCC zd=Udei-s;LC-uNO+P{1C>g5BlR?|kUIy!!|pLa~ZSx*xB>HXpdQ(lYiy8PZwUJ-gK zG@*3Rqy3D6L-4r7VZ4%H)lfTE%#*mE)Bg9Pz) znPrW-eG0N83JX z73A;M?HmBNhcedMFDo<`J$w@BgwNXo2`7=(AKdO4zR7kyPM{g+D;U3qj360B0Kg3* zdn{H#HwQSZL1z(Mo)AGfKZxvpU(iA|5!98eAuwn*KqBbeDIK$+Jy6a;vjHM}6sx&Q zf6lxxne#!L7LJ4cq-Y`>5Q++1%BoTe@-Y>c9@ev39H{aZN@`zLqlq*X(}T@ zv)%yyNAgCge&ACiB}j7ig(=F9<@K8KQ}X_inhP#@U-!-<>J{6Keo9BWb+L%hvd%2! zXlu7D+jz@m!Bs5c*03sjVuxHDB!V_k6#BF-wqFQa=w8-qrd^1Ce){hndyH`Z&5sel zLjMuFJso;CcHAtf-&Zzd*2y@KUyY+7ks$=}@Z)|VFXkEx5b1iY5D?;il%MmW#L*`8O}t+FN%d$s|CDU~!A+soLh6@|x<__3&&oR3{^#%*4G9(WbqBThE-B-wMbBIUJEFPz(sP=;?jXjH@eB zQyt-lTMU5API`^@kWZKBU%EAq|11zt0TKFrEzpN(rz|t}pJWj+%seKE+oMoXQDoKA zny9Eb>`Tx0=+Yu9YR{0QSyKP^9f%vn};1NK^fw@n6wV{bqc7i>B9Qy2d$=Ht?^ z4q){{<@o|$6LaL%LF-ZW3JK>N%K})+i;PeaRU-UvqwEf+v~%C>y^U*yz;i34Qu-$l zYUz}GxObax#pr*do_ec)7?zGQxoib?7!3OiW|waQy}$FXcIORGqJBkm6>wdfUG zjsj+XT9SgVofWg`C3CtK@u;Xb1IgJ5Cib_lv2&BR6`a7(xX6;2T$pQ!5zCQIQMG$Ft_)Ob!yQ${U%6tg7%UBqhM7H?QW(pWD`qw#ZiOo8a~5uB`XeO^ zS=y5Sk;DoXX1F+|N-VtSB?iR$`M(yE00+5OND(i+#l3)qQ}T<^Q{g21b71?TBmYbb zRVx9#s$DYR*RHN>UvM(K3zh1aqE-)oFO}K#h(Sc(iHXw|(wM4mN60RkN)2Lp1g%>s zY$KeQqZPB0vWK@VMQO|^tt!r4ere#AIt%=xh#5i*HQKf0E7v0zjtuPJBy{W%0wj{( zW$G|UJ`LJ&9I8(6`udO{?NZY~BFbzZ#%4OF_)|z^K6R6Bh&xPwN8fUW zu8@*79CGpICw4sS!Hbt9uVu$G`~4Y!qcr}0WxYo<>Y@^f0V)De2M~Rxf=KujkX=i3 z&~z$nB0#GW*>`)kKH=`rl}iaF3x1+Simf3ld3O_pzp&}YcZDhpQ-x*2X6_vr+!B9P z6LuJQN9~SB{L7*X_@#RP-F2aV;4KAMiVUQxw(#ZivjgWYdy#IPX@YOXcLgplKW1UK&r(5aGZIggk8q5jBtLw}3`{I81(-xyU=?uQ@nG2p)=`#Ye!C zG^oY~R|{%83ysni0Qfqp2%+mj$h2I^8w>Ile+fgBJV^0=C>Eznj>{2$C8w>To@_lu zwMt5{*`g5qTsbXd<~vg2gV0>UeuAe9yHeKcW4Y}_RPF@>xmFEv`{-}dT+hH$sz0Ye zG3nr`^5J2J$nlOQ#4nLm1_2gI&S~a1SW-ZhxI~i_f9Oq1QaX_uj)BrcIqag4cIX== zqMUgTpO5btm$#B6>5D;sgu|fyNP+5r4?~@{x!Hyf7@wX@hMtNoR+N##dP1Q%*@^Tj zUkPu~f~Cvr6lJm@oALD==RUiIY(Qu>Z_V*4RlrayT*IEOp;nn380NyUg%S;?3<+A`tNk!8p|MBW+u}y0QMMJ$6$UcyNaJ%KY8V9w;iz-B+ zM5}g38QDM8Zv5B(Y>fOX+)EuHD^I5~BK}nlzNMqB=W!<`3w9(hni>B8n=5MEOI`jE2Q?6Km6_FD(8`x$`-=QO3827(3@) z!6aFrK}CL$axn*gNf&O#PxnqTrgZ-Thh8uxj2WoVlN1_AaHGU?i~E)^>tc`Yk=(M? zw`-08Wb&*!js~|3QCYLg5%AJ#D0|7W!?beSY#(siE+m-Hl#o5FDjaNDp@Uo&EwqU4 za2K68XC|HRkqKYWNezD*^Lth45gvc>Q*xvS^Zo2g-tORfY5+KC*F*F_mcVCs!uVSBp2 zO%8jfHi=>bdOZL8^zmMBQTzO*wu00ek zB0*i;D#4nYD!c5Xe zEDHnnnJlPgB4L5$9X{Ytb{B-aH-jBHh}EljtNP+y+`6G0b}keQzseF=)^n&AMX~nq z7hhv*schEh30gV0Ub8{xXaGsx#OiO%_4%fMBOkyg_>Whe!({>CBg!^Y`9Dm$DxwdN zf*Rfy!KVSCIT{OH3&7#k&*y2Ol!DhS4Zg32!NLX2DkDpD1(MX0S@8-W&Qg~jnAQmQ*z&ZCpPF|Lc*C3()erl;~{%Bc~a+z*e z;|ID*sp@Nb0zf{b_*NmIMLBOJ#)62&#*O|XR9~qYl>V2Ki!B=l;v|q9J~+n4 z+>%46)YX_wH4+-@YJfs0UkFgQsQc%=R40K$M3; zef)Ztj>Kba8Tps2YwrAmF7wwqp6T89>pc)0XM(#3?%j4<2~(D77;de}7wvI>3k}P; z;v6n{8X#fDXlbK13jeu$L1b`r86^b+h2q!ITd&G55bIEe!Bha-@5nzy=nC=XlG#&k zwk%If#k}R_n-hwbCf3CU^;EScx~xy^1`4+wN4Dy>b|Zz~@UN7eA~%G6&B2ZeXxV@@ zF(cnmGLOH9L=$9s6D4%=vl60z_GzwFCj+o>YmIb|`(NL|D8U~?earzWavvw0S$lS{ z&b4sQ*!l6a5QhFJ-%51_KI6Tj+o1%Z7|11_yCY3(Nqh7ougrioC~m_Yp?52Ky%#%? zG7=2i5mgw0ZfX7L5WfVlrErZS`Yb>3!iDO#ylcoLYy{b9iZ}{s$8^|#*PvDM+WU?k z?AroJ6`M3z%JzR>CJbgxm94f7aL3K^T$;jdG?+dsE%-Ga!(A1tF{-9_kgEr;V61x< zCzdA&l>MO(cco3e!OAbdvOxzMr~z0WSpXEjBf$yV3e6-9>{j*K|53iwrSr7*!;DXK>{GgW* z3f~(TAj}lk${6!vUOZ!KeqQOS| z)GY@0Yz`f3rsyun2=HX`YL~WIi0w92VV2Hv%e7^E^rr}a?Dm_aDm3otzg6VV?aJ}^ z(9o~v^_Xk-9bBs+S%RG_y@m~6v85^7y;35A6%rlNWZ4Vp!k!PzX+2W-K8X$!aRlit%4hRDvBXlR>09t={GNydu zYkZ-8$HgYMTLuJc=y56F=GwP;BS3=m%CJD^(OLtj*CNqTS_EtPfNA^t;|FH+WTs2_ z9P49Xh=^g#xQfyR?A;4G85?T-MfcPZgae=kq{OO!uUIweBrxZK>b#+(I35GRw9)`qMb-iT zCg^_lnqksWRgxk^Sqv%L71k}f<%p|x zuEuBwkF?cRP4-b1)OBB?;q=H_aHac>O8Wz)zD1-mFzzuQnvvXA9+;;M97cq0($U5#hSd16ei)Sr`WMo#bccOmrE@0 z%)P`^kSE=YTr4d2}J zh`6Y_$RsPEOTqBq9I+0sz_Ms>1|wp05eR%?ekNDe@1u zzm7q+txMd#AMXqY5-QvM-93bUAR^OjSuLt6xM{6Kb`D~TCFF1_&YQ194kAH)1LJ>2 zH5ft`@0^doC%=a*4e;^p3YpSuj!lF~wlD2ZEw$1JJv-BV-lKHuyb!Ta;!9@rui(CesbN|vfp9x9S z?&A(qZ>}SQkgmyXAhUNIVFW87a<`$mss!iw6dFyffHOD!CwaTgI3JnM{%35A0Glh* z$06}e!DDO1F_a5pL%2(xd@D(R&83E?1%8AF;LF1pQD}Q7otQ{L-1Vo6<9s;N@`gOb z{riOL>X5K4lXG;) zFL9@2`tn#)o(B zq9u+Uy{cm`o**+4mMa#XE|3tqkLu#x+ML0cxP!aL(cIo#H-peQYsqj9Ypw~40}`pv zV){8X<4ff|4cOX^vC-)hDA5_2O7JLi9N^Q#7-FzE5hUz*nJC^ikZTLy8GDpP;tbztp!Qo z*2Vj_gdM;FK4Xfivsfq)V^G?1_dp^o$}o%%?5gO%LE+N6^xSsh$XczEs~IO%{wRAA z?_ETP(4TQ! z4(%Rzt7^y}9lcL7UW(F9RLB=iF|fI*W_!J83f=9x`8Gvi8kz=oxvpXVWcs z?1)R3NLf5lh5Iv}r*#>9V3^4TC<(1}%MRR(Q)=J);H~+8@8GfX=wpgf3&<-+&$-Ry zAIUU>q7eu`z@F+2Eyrm}SI&Nmf&95P7VA*@$Amcn3OO$JoK9K^U`vtc1w&VV#EC^- zP;6EC6sPC3c~CPdNm>>J~X9b6Jkbiyb^MUh>9Rd-4{%6yd)CuFfp9_45v`=TTC z5M&w9TN^r%zRBQ`1k;L6MGLvUJL{hNGY&gjBD@M^UM&cY136!9R#_ab*BF&m)UE^@ z06}ifCL0)qM<`jwNUGNUV7M899nQ~EPQS6@IxM>$-^Cc^hgvN8#LDKm1glDtmI`FtE}vMa#LKqiuF6@ zyhEq3B6B=&Yvn}Y3N!!*4zT^Atgx(a7P3#k7db! zzO+b))5b~>2`sYJprIKUr23n1Wd%#hNKG7+@E^&q2i;uV^ZLnWUAu`^Q1y(IkiGiG z?j&nw0TbU4IM-_aTf`dU30FUvrzZ+relQqfC>4wr>=}d3z1(R|#{v``Z4Q#O=5=o% z+%F%Qn&#~k&C#O{n=8&G{^Pg#4%te7@bmRsT0AoUE@#710hllAfO7bk(RUD^XrY8j zufCaeNn2?x4UZ8r4ABOhXG21BZoOi!636r(;7H$9?u1J>a-laP`WRiza(KStkP(I)JHz> zO9M0Odjxv_!+c7IK+%izr>vm@n>|O4>w)5uhYnkt5-J)H;%80MFjhQP*sV{aGmh@@X`wiOA^<|vfk>^8VUDq4HBIUifr>0 z#zl3E+TyBF4QZG!YhU#cIG8myae_UH40ysj5p>X=)fi+Wc9kI4RMN=kIgA|Cw_5G$ z!J$cH2!j}{YpR%8XHL??1y=prT&m~qMFV;n6&yZMLE`P54wD>P-pew7J}ie^)_7Rc zL8pe?CX(gAJ$~ciFkB-PxCm`5olr2<9>^N|6MS}~hybk|TpAvJZ!1cjBNNPaIs;Jg zH7i;iCxgwHrJC9Od@LOB{#_CR{aGlKjICm=#tH~#mMEl68GwP!HgY3UaKW(XhJ|@Z zZ@)NM%s1h?Mko&aQttMDu2uWM))G1Z>PE2P7&bUHvB2-;P1u>yd_)KmUOK)AIp`U( zk>JUO<(ZMam#!V^AH;9hMPUkl-)Rbx?QR|ea4irch#6mK*$yqlsz^Lw>dtN09MN#jD&qGrkB|XHuB7RI#VSjvxaR4Kxt;>D zDa{9b%Q~lPXGS-myHQOEJ&qmL8g5kqm~+{Kf&(qW;E3@w&-&3HiKSr7bE>)xx*aT` zAw~|K{CmqL9F-%(2ElP^Mhcui<`TlFJBMc*tw-x&Rhsb8;t7x1MIk$l?iURhnl?x- zwzO`p(VEu){hE7!y6nTMR;X#XpPQ>HRq{~ff%$}qNn4lgV&-Yq1;SqzJ_fpb2aHH&M~{O1tv+Du6BIsar@AdkZ+k?)MeOL@IQ<5M zAXJ_#Kb;ayRyIWS#ljq}#hu|t7@wqIezp?+mK63O7CFCv$^>5{rsm6B2_Fk`(C?Fs8k@=B1t_W5vqr7(7+_5@JH-W6t=$rD#v0VzK6~Qr zkr^q1Uf&zdMrqD(+*vaH>x7me9J)zrLk#7n!N$s$aXk(K^)uSql#|!j-1rq#S!OZx zoQa)4jUYgO!)qfcwLr{_IQZF7e2Y=)q9>wzsJnxo&bU!|+xG#ON%i-BU26BzO;BZs z4)I})zLIofykRzd_~WrB0L2)9NgcIHn*eV%SOzsLec)9-7>h-k$(luEMyNsuS(zGe znlENEspX4R8V0_C`!f)%eqo(pSRMtAN?CVAW`YuboQ;zfqS#XY)WbzZ%V6AD`JNg- zKeg!D^|hQ`V>Klr7t};a;gmZ^!u?gP@ApB!u#^ON!7QY*&|d)Im}ij?pE{}&u(Z2h zj|lw1EboSj1u1=){~3>*hf#y7NOBe!2Dn~krd;Ev0tIe{&T{5q45wREGV@bhmTX#t zH9QJ`3LcOjCjM5N>sma~H6ao9yrc)^(s<#Hp}8xPH6m^gB~=PJ3uH%7=?nC+inxBm zLrS3VjFpJ&(%FU3r$LNH0-ijrbO{2`0{a>+tN)UL`h_=QUl?fb4ZyIdJ$`d+6OWhD z0GG6Vze>Z38g8oF-)cY9ZT5rPiWxCAJjzRdE)V}x=fiIP$OMDRd)Q@K5VM0aZ4#*q zbdd`Hs)P#*@C!I0SEJW7F=#Kd6Js+Am!>I~p_0AA3@|b7trz<7IV2ap`-ovD!Kxoo zDL-a}eYBk`%s5Aqlpbd}57#L*}K222K)-ani+-Fy`ltK@O54z?-R-+qKzuX?8G z-NMs%`x2Kj_iCkwSP;XUf97+SXcx61u}#fa*Oc=@}E zrZ;orISEQ3w+y!TTXR})y&TDAa2eHzr1J7d^18mEz>6F!|E?k|mWv(2;2>@$cIk@k zOKAE5#pM_}RF!7+O*OS7-J3WUd%^~+CqF?_@^}BFJno&xaBDwc;Cn2QP=c3#-4Y%U zC{j`a2wloXs#8f$|}^CVo6{2Z+IJzj%jqe>c#o8$zU&dKnC^0v)h=!0CS96I7~j zFhv3|$k4}pCmvXnm&IJNR}dG%H3M|{AJec~nqcMKLM;g=-lsMleaAlzvq)Ez(9w zzFuVG6IE&Awyz`Bk=u?Nli0;nZbY3j^fCfJ;?%^5J%$)pUGsVHq3i{je$vd>YF;cPwiNqsQY3UQ&CmYl=z%7@0XCKappy?QzY zIPZ`jwu;hepjF;Z{9Q{o#SZ!|%VpY;tsVq3Zl=iB?s!ZZ2mQsjlD%lxq9Qe+rTF+U zVr_VD{`=d6;-c`B4tAghw6xx5Txv1cWsh?3VOEgN0y(brD)~QunX8S*?RVA41nZ}E zL{ww}DKz~^L7b>={*1%@kY?384<@4`pR5nF5HVMg9%JbDwIMpFhU;X?Us7*3iT@PU ze@zP%6#bOjCw0mZyD>`~rTMx<#D#18R^)Iw#yN|q;F%Jm(aS2p&rzuQV^@67%Xw7sYS0`t4`Z@8d)ep(FpM`sJO@RS(79v;v1``<5>f$G|AIA|}<#wFz>68_;Gs(|Z{4+l>x}Usx(T z(13ENLkp*YQY`#92)}L+OHRi+gaF1zAUFv{lVsLsDtyES<`TivIrwYb`q=>&bHvAS z-ypnSPJthursmZkr}_mf5Cm{h;PwuV&iKL^6G4vV{{SlUsRWNxyzjd_haW`Dg_ za0NFdawWo+n`~nivnzWd1t?6wTS@}`b+Oyqg{3=xBVNy8Fs z4jxG`{)>kQ>Vd?Qa-a=y0v{tFlJ{AB3NmG=_|->%KY_$NVJv>jWm1CyJGK-T@v5|TaIh+5vy zhRS?@;bz9h%v#}xm6yyFF~fLPLSL$Tw(6pI~f2us9BD^b{+ zMcJHpOsXf(mO~y(e8b+6 zJ6#J~+4^dD%c_6@I-SD2t0r0A?p|8AF?DZ18gf=oEw~kzeyV(=G6jy>Pw{M68_~Ug zV+cTy6oiwk%IECV`Fgehlz;?bA`@g!C^7R9Ec|)criRLx0g7xB2 zrfOx^caY#4&Bw3kD_${X=H6g_^2H^89Twy)LSi!1>2Px&7__oGFcwCD;Ka-Cxvwb} zv?{~8kg)0BjOuwQ^0@ldE+AkPyH8yG8?D(j8(i#?Z>(o-}DuNG-$b|Op~J!IH6r_?8?$>XQ?-d$0`(B|C= zo$G#cYZr|sC9Z?B^E14z>@$;pp5evhNZd#W$ps{6sGheRd*%Q>9r)I*r}93ZTwOkp z`c)*X60Xa$vf0F`xYd4Z#nTdgFq3c=%xkAbD~I-SR!ZaRwxLQ15;9sgorV36L4h1Q zJDnv>H}YCV9p71|hnW-K%v=?*br{)R|6h?JD}E>cV#B>&y0v&}VF<>5IWqlTx~`h*=Zj1`g@4nWtCbuSyg4UFsO zWDE4n(+iHe%uDruG|$!^Zmv;SWr4W@NHRYfxhTw~Yi%7gM22EIFfci2@&+F4M;u@B zS{=r)rxGRf=`l;Ej+X#D?e~+UsZDoyiV!y4r&qcJ>{%sI5{wd}H?+BV=#U@m2177m zOIt{ZT&#oo^WhnOoH>T`?CYKOzx>DqK*1JZ#xhPZ#uNc56SCW2&Rk zCWx7{eP%8bWLI9p&lV1Vd;zCqzi6&$H=~(u=Avq@vOf#n5*XA1^#}2k48GSELh=tW zMDEFmQz1)h8sHbrG1=VH`6{jvOaEnMu24m-ZCvmJY&cZgjVqY#(|bJWKe=v^D4*gM z9M_v6qR`|9L~8odVWLw~f|dW~3{ER?z|2|K z|1X?9O~1nLQPST32reI;03?3o>Yl)@52il)hm*K}!7$^wX0MM%4OJ?);Vb^XL>MRp z7{ubL3JnWKj{e>NEuR3^c#FXvQ-}3qcd8mq(j~RizFL?Bvmey57aZ^qZ2mDWu}kbu zn?M}w0@oSv#sedM;o@`ZJSj&`K5W1)KwDC=@zLWX2^1LO_AxmnqBVzfIN8!t{%pP77 zo_X$wjlxhFWNay|+-_<*9B)_;9@M>Sn1hI5%Ims(gqd_8JQGwaTs1J`@BLYPY~+Qk zr23sMKM#20!RVazqFX-@-^!C@Ud0l04g7F_Gaq;q#s31~gt==Hh)qIInbI-Fz?lma z#LHM810TdHu6v9&teIGyW^`F!F2>l3EgCJ75$0~k;XWbk>aHLALQ}&rL!n^wIZCoPw zj3gd0dOJ{M6!q3bxgDPjFql5@{aY^@MPf!-m?&)RYv^s`Q4Kay8D);5OV#3W0EN0H~}1ga~4k`DFil97O|Jo_xt6~LnRqG(qxMG=k$)ODSf znJZH^Z*INz_6Y(2 z&ds9{-^LAris!>`q6lq$z$`mnzBmcXb6MP^7obCT9H4MHMX$FYlS1_b3m~|E^feyW zcY=EhDaF4>`6k{)LUgeWegX<2`XSwS8;cqvt&ntpT_$(9*~NEMWH@49O*{){xu%y% zE3x01dJ7=#*BIx9TEChW;pz@{SqEBL^CPKU)^sQJ#`iV?Gfntb#I;x!DwG8xE({?EWw9wBsQb z<;zTN3l`uaE<<6FN^@<(bdwaX#sigH*|QHmdruk-O)BDaIS@Y)UIT@PO`dq=an=uk z36>%J)KB~FJ2>ncY9dUq2}D;Z3fi~GxB|@XKG_=Hj$DszW^4nQ4~@`&1sjL3SsQJ- zm?sIkgS9^cKF&;;b?$?CUC}}413yaZFUPy$G3NB<0ij@JF-+&{SY@nU01_G%kJIq# z$LTIbCD{Di2^?0E5H(V!i{rGK0@`JgUu7j9QQAfnMr#ytEAO$SfZZJNUfF?8-aXGl zaT#w@_PLO`RG#MqkF$q=A}$fH5xXTVKl2@Y>=Trp5F??i#95}L_1FHJ2VY;}{1g>m zzBekGm#xf;s5V{9x7@#o9sw*bQ09OUsM1NHP8TUqSi>Yc zUv-3%{Jx+BY!HB1RwG()1gcjXg*;}`6{-FG@zpjmAQwiL6oM{)ldczVoV=}qkKCy; z-b*%CQ<;Oat5A;kpAI(PN6Gi#JAC%A|An>aJ8Uyop2`IjZDa!b zqC)-cTG)ay(%L zIdY}`qqQXD6Hll;d#whze~sgiCcM#+2{9vU0syro5I#(M5FcEN-skg`;4j*}VIm`| z9zxm@5mY$E=GzMn@qH#E#lbh6=tUQSFh;2?5WvC`A-N}W)1T30PaQ&R9?6;5R1_Ge**AyTn>$O@4M7y zmNE@gU8A1;b)y!QYrXP1Cqb@lcwuo_wieKAJcst^=4u_H(je=ZSW)j%?>t`_UkVDr z?~a#RvI8Hf&KnJn6Cn%R)C^Zo$ftnds>kFPF{KS|6A1=gE-6ouJoQ^)6l$SkWw&{Y zHIGvHqq2^3A*=D1f4saz`bi5dL3>-x#q~x6;WaI)`wqsBwZhftUJPz`aJ}Y0(*6_I zLF60hN3?Q+G9jc%O3R+1cs1!2dOn&8w*)EETFNYMIO7q*6<|d70;o5 z=`MPej2nJqx&3rI4M}1NJ2HiyfMur<@A$+8iO{~1wnV9V-DHo5jL55{p(8?NdTa84Jzw9$e(MJ;bw_1fAEZ|=ycS5l8rRfKYca!SK>}ve zLxQ#Ap<8FUf2=x}>L$SfDnpU#H)+$7ku}!N^x85-v$f-*;_Xl9{t@=!JegEmE&aF% zyp+A{Kdn!l#vEQ075)ku91^OhZ!=WiK!T$y0mtpgLKgGvp#Bv`Y9;>aJ~)4XXlUnK zqo7z1)AGz+FY=}a1>4BcHypZx+SS$3sub${N`(-Te>~?5+fb*SAqendzv0Xb%RS?z zzU5OH-({toI)e3VcWHeDjt(iM@f4dhl*D6_s3aTL z!YPxsK5jV9oD1}UzIZQMQ1RZS91VfAeojjMeeS zx5;SRf5=Vy>*hDcMl>y3^r<>Tyzx_5hZaQYOd>BvLj}&FVZy{iIuD-v{f+}w!v<9r zI~uIq(VC~kt)1GEju!oyMUWFo_U=H%RVFL5KYT9B`PTa>dC1I~qXdh56OIv%B(M_c1q7i>atX2?uIr1Ff8Jss2LnmTi~dCw6A+*Zhh6<4;zXw~ zkfF1XdA4?{^9A|$)>nTWuln!*O%)v3Oa`6~wbK<;9&le}P87 z-uFA(c^AA4G}tXx(R7HDM4Z2UnU7_Cfje_|PU3jYH@I80@hFL^=c)!2+CCbeBvGxdLG8Bj?v+LW8L{UtM;d-*y*G z;gt|rVG^<|q~uCVcwxW_k$4`t z2`nzBAEe#DaHs&^h%A1K=^0EU5$u_o%!9|BMoad(aDBnZA~gP%Nw9I*UM%2wb#J2+ zN8r2U!>;f*9;8#X7#PmA5F&SW0D~2ERIF&jo@OLpB2tz zw#~Rc-^!ZcJoq;rVIQ+AaP%*(wSzi6BkR7cb<-tWgsr9pEbQTNdU3lc#2fsiV$ud7 zJ}x9ks(u#Z&LWLUf4Szn5Td5q2X2MnejG;J_Ip|y0^VRU!zKx#HdSJ(PnR@#>e#@R z_udFEE{B?uPXQxLKAYQ5PTrUwEVWxjc4uk$B z&qdP8;VXB0w*!n*#K14L=TDKa;CG7^pG$vkG%_6&81k14f2v<>FC}~qt+45(P)b$H zxnTxU48*UjUkRv)H`I-;y)f`gD~ky8i4Th!yHetH3#kspFn5PnW9}UJBvyvTa9#rLVfz(tzKuZLXXCHRZPxi ziWH0bTYb+A_bGDXXWlYB5pczNZpZTQVjk#`i=?mqHd~4WCb|9;!$Vae?;$($n(MGu_oNmK#OO4iwTDL>zWZYI%^@} z@nUEE=}`N+S}zTFXyH5X3E=q?jGfU)m4OG1dbt_$EDfu`AC7;RI@4*`!zeL}wz_}X zK=Lz~l>16*Eyd6}vnz{S@G-z}U$8w?AKIS9X?iRM)*H~4e_x(N z>zHRwAAMoWa&%biJAh1FF6DO$FT3IR`MTCt9Wy9ad`?WDTxu zZAVp-d_D>t2u!9%;auPhesyOGf43|Z8d=_DHWysQ9jwC=cCUQ!a9JFyS61ip25Apt zgNGb4PR9l>dJm&3&JF*}1E0*v#cUj?$!lvsAAP}EJALNCEDet}wW?GsKQvqqycc#` zLNi&dL%$8b13s<|Of$bsYVR-19!PCBNlt57oDzRd+@S~H(S++d22a3*e<{WooJFd% zY6!uz*e{40Q#7>*PmQKS*O9JS2@{R!Bo=!k*RIP8cGI-P-DdG`lvL!a{8A_v7IZ!vn! z!AZQJAS#t+S6H^;GcR=Se-D@X1GfCWnqtb1{vPd;G;m6<$Big~q|f|beL4afZ+sOr z*DD~j^aT@14-zmW7}?+}oj@ZHhDqifx>zDhE1abf&f;;1f2)m*JI#n1hm5v4Zd;mX zLEt%y(_a=lOL`F>wBNO?8@r9)63OG|py)_4i?e34y9f>n4U;X6e_ci+^>U(Cb^h)B zO0P3Tt=Lz}!($~=02b-fYq;+6<2SRAC}7+Wh_tR{9XNs04N|ux@>^AQBp@q!CJT#zet4Mbl?=(ov1%!H ztI_wV74vFa!C;yY9XmN}TcM|pH}n*eGgK1D|7W~352(Xae=kV$X%LR3ccA4bl#|OC zYpYq`n!>xbF~i~3%vVM+r5`j5Ke(DR)s$CbiBdj^Lq4zQLsLXcC&x0J&fV~vtxVNaBkj5D<=?u8X)g(g=Cz{89G6Uj|r*z=8&)VZNhT0tLM z^6Fd>qnK#re>NhUn>sDgBF(=8_Z1WOrrRM8R<8)hE?W8%(Wb8z_m(f3697_dUwNfL z^1oIBcR$MDkw6y9mUa~6`grAG6I}(L(iDm09q#$c4GyQoGA)y$^yMam`MFh5!;FZfzSa@ zO<~0{ZE*jEYI9*8#Y~$!2G&wzRoo!qo^(zL%iOCh4r`}MxFnqp0dBEMrWL25L>lK> zQOH4Ce=7Pz6?>4}|2H8vQ?W*}C%Ghf@7ar(q;5ebCM+WXRSs5i2;x%E@NhMOpf5ve zb|y+_0++IVldSEAu`9Pr(J~O&APR83$t5bW^5KDyuC^SOR5v)at=GlXLC^`X%5qg7 zBCPmv-34oYaY!JyKGuU7z`)O<`|WBOKBKtfYqgVW<+v+$T!^0Ve5h%Y7;h7UynjoXCBu#v`n~- zS&3TVc6Xu`0)r~cw;?5@iz+JeIV9afvjFvsj?HcZtEyHbRq7Ic1KY7hhvliD_DcN3 ze*=;8r>hS(XZYt$%C5PX?6Yyi=6gd}8` zGZKS(6|W#|Xc6*kqmdEngY_1h#SpEwNKz<40reH-l5sZb>?XI~b!p%Ku#nl%N_;Pt zz}UfZZ_1ap`r7V2(db_tEY1Kxu6PUfe^w2|J-yQasd>J|J~B_JEvlqvD9?f$LD4Ez zI}}EzKOB|}$N2S!V_05( zWTrRj*wJ8`q8N`J^yj*h2&ksuvl#6JT~}62U4}jr{YB^6d4S1*@Z;=Dd^VlPf6HeU zWG4z!6TU<+ZrRRbnk>T{+%X|b?Y%OR8INGoQ!#nZ<#{2uD<9{hup##|_1^gtuA!rS*ZHzt~qrGQ{ffHZh6jtjyEv?S*vKvUn24OK?Aw1hs z_b7uSNqKl`zZ46d(WzkDCnUg`f6ku>&f3R1)Ej22YbTh^zt^5D;Qu`47OfWdQ7eUa zdsIp3tpFzom=`a}Q>$dsJYLS&JV#eCKLaw%DGCT|6IdsAKG7y3P8lczUl+^&Kq1|L zNh<4jVbNYY?nJ8bhtd*0TnG)un;@S|Cw6VCyAc(xeDZT5TArk3OC$MUf38T5gDR22 zXr2(y%d$^k;(Nuh>f8N~F(bxEyFx$^aZq0B+K((KR5%^`kW`9KtKMn3ko(%(F0Iqo6h`@IP*FHx?V%$XWoGiDeAFE}SNX7PDeRbM0z z*wJZpyj#ofC$5Z(%ZWE~kuLx)M=32Ned-MPCA`daI+jE&OLTn(fBdYHs%73#fmwq- zDItPgI_nIDIE&jIBYG+qY#`-wDw_S+Zy(Z_O zlfeMh2`SgzLfha38~Pzp1Nwg6v~>dV!2#F4fq1}PuY8Mk;R(^-r7;1)0+J_xVaD7G zl^VA4d>YS6T$zvcOwOk{2`~p@WRbM2@5K2@wc3#jTYR*_f19~9rX=d^K^@_y@KY?Q zeFoC(5D1ZSxi{gs%@bt=Cb(uI*7ET|y98^9oJ<+MEwg4hoF~vv0=-uSGuKe8Wx1-80U0v`hWv-G1>wwgt#npdXbHSF2%KFtFo6r(b+^b8P)#oIdLG1a(yJx8_nas z=B?pfjI*hif7?9l58F9*0^GMA|AhtRgnUAj2M04 zLev8=H2OU>wXC3H~J^rw;dtdGR7f zVt%(dlVEK<1^dWXhsCL?DQCJ5)^!QKA;4v)K~;DYPGAOB2|#lozG^x#c`9 z`YPK|rbN!vrGZ6%wyyveVKc2%E+;^InnZ$p6@aATzzcW-f(U`B8Q8$yiDosJx2N%~ zSJ!khWxj_y*Y&O^upBU+DswnQ^~L{S^LTZae_)Sy@}B2P087tSs^27};21Ab{j1rw z3M>{*BAAk`@F^ZwD*?*jL{r4XS-}17J`)7O%XL%&)Y<}Q5s^5tN)b9LJsE9ta~+zK zAR^#8=2!sA)ZQu!2OO|z04K*v;GJ!wJqLNmT5mObiZ@{U-L@_zBJc9nD$1wiFkJ_g zf08{aivu`DW&2FD6JoB#>N6z@09Wt{K|HvkBIwLq%(Ifo-*Yd#+JA!_(OVjVeEEU} zS3@*IY#8+YtXD9L5q!vi-BkVu-Yt(Fts$pqsZ|~i4O_5Z;>XhdIp)5?4V%<#e05y! z*eG= z0pPMCn!WM}*gn(TO@6CrIXw^<5O8&Z9YS;+a1%jZchWIk#Gi6`7DUF_JU?|WBFJ}$ zs6>D_3@q>d`iNcD!8;+6VhaZMg0?)dhHtg~ZF#SES<8907no1og69Ceqji2De-ye3 zIxZ4a0__BZg-=K`5dl;If|O86~Gs+n%8%%tH}tUG-))#NX_LsubsYG7zF52 zU%D)$VOC1v*_}xlEKY$#Ll< z)Z_O&unXi86d2Luk%aF{AOPpMe;U!$(jjz)0)8Sm&1_7!n6ZLOjrT4UzDWxMUVO!2 zlT>S#&60n1f{YT$IO-5WZW8mpCea?1TBhDIP$w;*G;HKBPYMqzOmbY2yEBx7-pkl( zyJ8x)OUkTkU<-=A-zIAYWg6e)D)EMc?c76kgg3P9LZ%$HrRQ|DMW zA1kyl6T&kOkTyyvg1mlAfBcub1NQi8RZWOIgDv!UbPI1E{BKJ(2*{tkQRbmGFF0Ah z%%^u>gkbT1vP;-wbcuX~LI|xP8FZRq#(#XLor3m%pJx)}Uj*~5d6=BDZ{;YFF9b_u z5r$2m+SWzjg`0;;q@y1=dFmCsr5npgwU~lR4p=)o1e4uhOKu;oe}mGa8`p-pbP5Ry zTYIZ+E|yV_sp3)G;uCD10O}Ls$SuV<$dC$X2ic_0gj3t8oi^i~`+4~iRs;!4_L+1g zz~WBp|p5S;ijggq_|Ja%Y z+EnYu-3|MiP-GPAe+lOOwbz3$pO(^|^RGT!%uQ`Mao0jE@){hcBNbZ&0PQ!)jr;;% zWA`CoNR%6HcSn^EVerVJAX^12rUyTK3)ElIq7EM8-WvX`wljcf$*oQ&)LGW^Ke*R7}5raD%<*i+`#rh5gft<3^lWHO4*O=t;m*^1<7bqVnj#K!tfg>B5Nmo zvNkm>Rk&C#f3nR&frBK-5P+5Y9BE2ZYkE@w`62M>^*-NffvC$kWC>=2E zhxA-_-EPrc12;txi0Fu}k%?tALm8$tSvu3&3Y^ZBf92bN>6)uSnu&;udDx4xBstRf z%PP~4HgLSlCqPH1JLJ=yrTcMcotYVM~13H7ZhGX|EaLo^{%>n%%i#InB&?lDbkJi*tV3(7Ed4me<#SUy2Ku6m~R_Alm`|1l9BJ)J+}{V zmYX!etYzvA&(Z17jU@9TW2A3M_I|C9D!(uKQ*O#U8`(5d$M`k}gS|Oe66j=gk|+-L z0M$#~_`s#685`{*!;Mz8(UuPxN$4F66o+zjERq+&!f=^v2gTG=&B*Djrcr4P ze}TQIYYg>=Kb#Nmaa@M9v1Gx1qEtNcR&^bb>IQZlBiu$5mv;SOzl?nz+WRZ0;0zk!a7q z(mJdDt{V4>T(9S)%7+Qo@e_ed+&#Ge;y9s0JlNW9h{0!t>&AntUE6ugXtm95e_R9T zA5y6KshJcF2K|2(5RSi2z#GgT*Fg~X6iMv;en=#_7^aB>DGSyy-(c{Fy6qj-P}CRl zj-ia&&Cpkl((5Dju5{w~{gEk1nTM`&tZEd_E@lvRi5(0SJ<9r>KKd+m)W?gdp2Cud z?eY8a@-Li_xmtr(<+C-p#SI@5f1^klFBYl_?a0cLdpiy;Fr{S@UOMy{>C)LpIctjV z@;+V$r;`5|JS(Hb_sC&!H?RvutCa4Zb*g?WmIZdJhxR-g%<>&*NtLEMsEdjQrbMZ~ z%2GDW-Yy2~6P?{V7f}3&%-|~l_4bt9lx+s7=(r%N zbl@>BxPjU?ExB|ASEVh_1@mY4)y2ZOYQl@wD82e<7Al?drkVj<7YTp-m#{2&W4r63 zaY`2zie;&>prU}@2E#lQe=D0$0w-@arVfdIOGc7yf!;l@m13;jaO~Uy7X48PCsD~` zX)opD!nA^%q`JDb3(ZrYo!S%pSuWd=svSK^X(xG77A;mu^&YE+ zq&7q#v*5sxIF})R4HQs&+WHk=Zk9^>xtUnl;`L#H;GElZYcdC;e?ZH(=KCHM16CeU zv!(HvC;@S_p<)A}hm&dT(RcIa^e0TJ1tR^+Lt|XPn-p7sIe&qx#AVU75BNg_CiBG(&HEt>ob)z&}ySUYv5qPj?^3={ouw}Ak zJCm+un;eeQwYjbVPkh}N`6`Ml&S+FfklpM}oP!ES;IsLCe^jq}KEA`D5w(E=4+PV# zE%hV08Km_&LB1ku<^;GH8`!_$@IQDe_;>&#J`JveAnqn}C8SAXd< z_@a&woBxhV%?JHxsMK8E|21T1Y=0*Crkf08Qhjfgf0nm3<26{-_eC5m>Ti|L_p5wP z>U_G{rcu6e6#nL_0!$mIcs(q+`g0CMv$n!lGC$i54j9hG^UHp1ICZmnXnapHT50j{xD`~mpT_gO2 zsJ7S6!a@8VDfomO785x6-vjtLlCf;-EKlQVe_XT5_+e{KON~eF57q=$lB8fzFrCHVO=j#V7YU0M?Y-K24&5;+_I3pERO$h0Dv?n zes_P}* zKp#>l((DCq)Ymh?r7n}3!0IZv2kRg_taxm;IfW%dHy8dT|4y5*Wy=Q*%>*1}_p8ML7>SY;fe@U?R zj4-{l&>7OLQoIAN!FZq-P}~u{eyOf=wz^X&TVh?sk!V-3_ryO5dcP$r9VH(Ht1(u3 z74;S)Rr|_mL;PGIzKmkv&0(SODkS=dekxxrBi~e)naJYL0x231e)BO6PfeBN2KpUo zIE}l%Pjq(|kFBdQ2X@#0b7P(ve+oqGTm%vZYEUXXO9y5%-}+$8%S2>cO8B_6ezY&qfD zV$oJuUw@(zVAZ|uqVFxT)5Dw=_&Umd0t_VUw4cKo;EUzgj62QLD;O=I-ho=brk-k2 zZlC|bR}iS1c(Dip9TpF^e?&V0v(kc7PTCvn7EJ|^fw`3l9Tg@wC>zdY@Ei6+_ z1N@vOTA&WN+r&Jv5rS%pPGKTWpqEOt3Kxp{XruP7FBa>Wa8-$0ZQI@DRcBa7YK!L4Kq>D z*U1S)HzR-(mR$}QefC7~$Gx_kriNDU=C!p5xLc`HJsjETWO4hHpW6EGr4aO-({H>hG=m4xA08@yRhzv^(DWP9KHbp0ie?<5_=XE}E0b&hN;GRa9AQv`vX&K@%o&*OO1isAU6yt9 zxeb(`PlVs+O}ZV`9L5Ni*eWWGcomSZlg_54rzNkpICuz{RR9;4SUh(0DhZZ2Rbj7R z2M_XH)@>Odf9A^iu)IWkWVI6Y|2o(Re+JVDvQr|T(!~}BDzm4!@UcW3?A)UiAT>XB ztD^51@f%zxX!a_VUs(xB;U;?SS`)j#k$CcWtVS6@I|+Z;iUkBzJyo?{&TR+`o-~lU zVOAyqztTBiJ*x_D4tdbcO!5>Gj3b4LuJH~I z9i*f3lmMtN(Q6Yb^saq1H)Y6qS9352i4ptTjH|%*3ey{+|LT+xR3J;)1|`O0d*Ggf zSr8JWQF8~auq|{$zc7d|{~XsTU296wQ%Jd0LZjm>7#UxLD>lfw z&}b*_Iyn_$;xbE64|#Q=l@t)kW>x$Zl}=v>d8<08aBb3h-5(g_^nQwAEPNtzKLePe zHXh^zKHSTn*a%%VkZT<=Pk(j_JLj$VB5Wy|e^y2d8yL?&$pt|STLIHN{krt*9X#Rb zysy&K4lwYkrV`K*U5hCMkdd%_uCQI1WP4p0voT)7 zh!BF8lK&;yLUL7gKv2yHtsEUEUw?mn$C;PBIO9oI@Jn^>Y4QzukKT$ZFCISpxh!GT zf86Wdb6??zM(TDGR^mH1;de@a$x&u%ql)RxU zL2lU-UrsAvNce5JTQ&l1l9zNCf|X*%Af}fumv8QfoRj?pKQ0=Y5>Ppg!bHu6F>~X= z`xJ;x)0?A}V?JF}_qSak?*&gj!bVohSYnirHM#avLzIp;D++W1hb;G7U;-Hef5xz1 z(WG>os6jP$Nk9jn!5tUOk5%QsZD~PgIl37JAfMq#NN8m64*c=fSt(ZbJFL_uJm(zM zt@kCTR&Xi-EyUq2OTfftO)bJHqim2yKBgeDm?wBYttcR06~c(U0g(zMq9C7-Tl@BDNKqfy{4JTwt1C zb_=qLq_iwUHO(RwgVh|f-1K@e>;DDj;^%fX@swLNFA+;W3GLFb`ZxnSFKtba`2QZf z+Jos8zw_lda_lOLlMrX$@7UI3$kG#7l)UGTWlDJ#pI~wof5O9#G+)2X^HQDzv=CzL zt;LcrhBqv1Faht3ikx+yE!Zp%bN6fKkYG)U-gs4n?q`UOw$d$$ei*@Q_IqTnp5%j? z>WP8vb zKDHvFZYh{YA(#hZ$qTqT0n)$5`kg#QYON1CSL-)0t{)*umE6|9Jw;ou*{e3PD~~6i zyMv$etb#yeIF>65bZl=oN?G^oM*WYoiac}k03jEiX@a}gkCc2Vf5zWx9I@c&KUxOH z+o0VBt79)?Y8$$ox-V$~2$e(@4q$L@14IWxyF1aw^Zz!4n+&^YF#L)Y42_Y*$KL!% z1&-@k6y-LqO~QTl@y3-LBy@XM=7&E@aQ{Hm&kn2bei|kD1DwYx+2n6h?Ab<*D}%XE zLDaa$)J@isJ6>Vef3bGNJseafF9L>dAIlr-4ndPI^{={+=5;~lh_0HUrgxC~3_ zAk^3R9h(f|I5Qwi+^rjTtx;h`e@V_`-4=QCMGbetgDTYtOxR~Oll_fD5+k(`Oe|@a zj#eQ})^1cI#wH_I)JM#kOfIAHKM?!300;vbrSMW1uOu`Ke>pFkn2jp=T816j{SZ(K z5t}oQcDR)D8fc-5^y+oz-`VhWDa9@y+;Q|D>8ZBX4=TKpXlctN0megGKUTBEty_eFvo_~(3*<~tk8%s(cWok656jJEE(}f zdE*nN%k+0$b-S#mbC_JG{4&Wjo>v6+a`34OQRJND*mOBXwjxF6*HL?m`5o<2R_<>F z-2t+z+ii0mKiej$Gb~|cRgpq%vu&Z7OcOPD6y|(Cf2HgI^Jz(D0|ZOE?hj2Tww|K1 zCm{g2EYATEA6tIEiU%^nam@G^FM{Ts(aut~TSh@s7HvvRuk?cISE@rhbuXZnRrHzO zD4r3{e=A+Wl}9pPtdgXKLID*`1_pZHxGkpD zQMT#6{|@va5EXHLQz|8ta1=y*=J3HoU@%nd!3Z-4w4vG^Z=ZGG+vqctUX4iRTXL}8 zA1}&HO%26893i-)$_P=G(^WsOdB+Sfv}XCMe9L1Ez~Tpo5Q=t`$e$);90D8qt{H32&GoiHZ71uW6;&UK?Rc=U*&kzl&k`t& z=Y1o7W|=G=CuQGrRQnXeUYhBspSjY(EEaJS%4rda#RmD~QZ6DPh?ysc5_pRRhA}!~ ze>d7`fzMso?B)ys7w*ym_~uFO6uoX5*!V--`bjHYS!{11nqTm_86mVLo~zt4hPJ%` z55n=@FpzF?ku=5^a}AD?sCg3KI0go*B=f67ktkdrffUbiXlW7WwVSfCxthF z5YSC~?|;i#Oh&ZV3^#67UyUj#P_vXyOr~dK2$(rh;`>*VwAuJD`!gb1LA7R#e`@XD zZ^oNtv=Nq=-xxw@H!mr3L(ZgHa)dFhjvx?{(@ot8opec1{%y*O-XG-o7*HOXBEt-< zmilnXzSbL|M!ClV>@Zn}wb*TzGcSgVpr_reZctP{)8muJT>wdpJ^u-cwLvTg zekqYL!x~r0_xw$WUjCQ?k;y{8fBD9n_6CCY<)M8@ham>W>x?(9+h}$WZy0mc%txe0R&*tMCaQQ?PJ`y{0eq^{S`28CebdmO8s*(+u`ISkH$>b$%OFs}j?K zMv-N)x^zMb;w;ZCjF^|qMODCjMFSXWt#ly5&FsG3L?L}{9z3mNEj!{Te^A}|Ij`39 z*)P1XH6D=VDRjBO?rX789-~|kjT_qE&q9c3g>`i@ue{806^U~G+)l9gYTx!}h znpOKC{l1XVp+u4Z!X7iC9waatb%U-)&CT8Hrk+QNb+5`1U4UuE@U(t{e`Cf~Q+uX+ zGv8PfT^r^%Oa4DweC^Q}Ba6{g!lD1S_kO!vFf4_Q+CNr<{{YwI)JwfB3=cp9yhxO3 z){$-)RXm6Ef0&lmg*kd$?-*7NbjsDegi>Du73jcDP}`xTlYQ*<%NjTS{TpCLmCJC9 z11sxKV~=!+0I);)N%2ivJ5EP(cTZ6uY6@w;$JGh_O%pg{@iP;!4dEr|x8q=!S7VU< z+P4D9pj@HyDQg74`TX3a+EZ~v2QtYhXO(HxL};oJ0P3}+&Bln^eWIV`$G2D> zIU4?TH}(rh0K~!$hJ_^H0n_YHKAOY<3I(NogOk&o zQBiegf1Xy=#3oZJn%$tQ4tapNTk4s={@Nrc_bzU0|K6y>zryzr6g5j&WD!IfHQWzb zdBQ9c4qz!;0!@xpjpV7>U0l+J^KI?&4{4pa{mJrtJnV}*_2dL?(cXKhDT&KjdA~HU z2xgnzYj8NE^N&JcQ7fRnF(?9nv=2f1S|3V3e+&gCuGg?7WVuDObe;qFDzsEPa4{hf zB~{EVs$0-9%*UdlT1$`XAXXl2x*p9ZX^!3e?QnI>G&bHwIziTMQC4OWRvnIG>KKjJ_fzP zy4N~d8m$%<_dyaDs!C|L@PDSD87sWvMQc_r*;qGo?-mHe+J`tMWmJWy(ISGU+gkg(7ynUYH{*KW+bu-pSxj1 znvF|q-TO=!qoLrjpp{cwg^Epe%6J2|*{Grb-y1UrFZcbq8PO4L7`o*pSKdCk&^`_lVh2$fA4+ADRM=u z&tQYGU~-A5ZG&*~se;#8V@Xl$7ffo93}!`B?%QI2Nb(F-W1$kR>JyaJ?7btcF`^?0 z4q67r_6#$;G8TtwFR3B<^xDc@9szoo1gH9|&UklL0SQJ8bAPGNW=oZX-1xyune_zf))7bM%J?IxK$36rZc3QBAMNrX%_5%eW=O;^@KCj`b z146)uK!h81YBcxgasgk2D4I<1CSHLJi787U)jfn2Rfkt<`8)4Rx0+8{M&i~@m>R8e z@Zf7?cPLbU5m_JA%d+}IK+36MY#hQf`^!RZjgfe$Fj| z^T_Gd-)f4!k^(E^e>2b?jWb!kG=SI?qMp~)Jfx8oErCs784Y2hdq8pwaGFBB2il!E zfxj)^L!CY4>WB7lH|At*=trfRCT+G5GjYk1v}mral=(8(`bW2k;{YauR1MFAAx+vU zL(K~kj)mXa@86zF3FLXriekq=8dRdh5TO#IH!gjA(6?J7f7g5ZOqf5j-ODb4^;Ur{ zj9GxkZn<+lUwa8jv2QpWc|c)n@vnpF_erm$4+y_E!RPNYJcEPauf>d9!q%-ns5Y5Dr=@&p{(%i6luv>nTH!%78)5CW_sTaX+hjD`5ih}&=N z;Q{xS&G`Y6RT$>2kFG>Awwk|B+BwG?uy?PVyD{?ee<3ILc2gY38^^YgO zeY9g9H3Ri^6HxSg;blJT%A^~r1^zpNU1SPo)`dDepH>Cb(<6MTZtm19JFD8kT0hk+ zxGvBze_O-|x4sC86xS%3DoGeq4+|EGZ6R)Fig&G>SQ$KP-SuK4GTdO%`TmlK31yc^ zH7Z2m5A1Be7A;UT9MX2$hSFITClj;QJ+t8iz*SVHLl1>@;~v1>JqAO-t}h8U8l;>C zXAfp%3~ks+>e>t&pXI&EV?`(5<+y^VJ(+yZe>2VZ4;KM!tcAd-<74h2hm`1sIjnVs zop2{#_9$~c^tA(JE*Uh`P%58IOaR?EXO5s6FqZ%KPj1AI-sd1m}>WVUqDclx@>bHJGM7eCB1zdh> ze?*WP=?&@{2$US{9T%aQ`f;C8zQYR`x$`c_9*?h5cdVxJxnkk)y2P&oz z+5Pi}_yO5=qPgFO7D%TiT%wOzq@iGKe-k>OdOt89Scv8dMpvLnGd%}!WyFg#l$Yd! z)X<6RcJ%G$BF`U_I2h(@>2M8YCD7&B_S)xvDaQR)}nX_|&|X4%&h zJ|2&hybW#)vnDdnz8gv3Pdhf(oJ|0mxWxhxA2e_|7o+%%$#BsCCfm1J7VX;ye`K5Q zubW33qxGzpf%Vd7CA2pwu)d#Lj;%NI$46LFgx$<(0JG#2Q@})x^cMmN17xzl3BpQy z2LQG17V<%g%*n)>`^(b^!7?Vk;-><{BKf&o0|Rw@hni=07pQ$zZE$$ z`fZJu7gp!q8OcYXXcdI<=6U8nvKnkl{70k_s#-g*?9g&a|3*=a30bKgJrI{$79s>t zSx#0~!+Ea)H3)~_Xzb*<*_|CFrSFE*LoH#*>khEji5J7%%dv>>Qev2q&7n8=u79EO zXA;x5;%x>9$DL)0))hq*dQ<&}kQ453DOoJj$iELy3YXrX=KmIC;SR5Z4l`q+R$oDA z8Uv$tXXVDlHL?{ZkmEmceRV3DdY4x3pQwDKAjhf`9el8SbS4=i}PXcbE@ zD?bn=(GdR?G=8csCP4s~{Z3hE=iJ~OIRgsrgb)Y(y>2_7~vC{?}V6`OUoxKx9kjnFAI4J$CmI%t1IWT2c=%h5`USBW^Lz% zc)L_z3|(O3I^gYrNjw%BK&gl3mo9!2-ur=MqT>Ks$app1Gs|+wD8(`a@^T6_(vK=Ebs*=KEkv7UgGaIQ2#TrY{C}x3}UZ;b7t0B@x}x zJP}$+i3^zmSf*Q207p2uTz~Pe*v2jKNg;QLgc3U;_dsc!)KW$CHC$=1X~89(ioHH& z=))Y5!XMPV#{^a2DfKFkoQ8^d1`;zFPHiJ&RR9|AZK}Ddl2eiZz7PH2^E0w$07t)k z@ui$x67J5Z4u-cs zDFhxpD0>yJ;8_5Mq4Q)NZe0hD&}Ip-J;$S!Dj!?k&|erbInB+!B*)4D5VG!gdQnF z)irwpRXTcGR1k$DmVX#B*~d54&-4Hr_C{ttN*(CmWZYVSmXZ0>a^j4_7)N&zFHQbs1`FN4D&g$^J9 z(Gyn<5|$O4C4b!ws_<|9wDL^j)B;4R%^N7yp6ZP;vU7S|MjNVZccot!YZM$%PElT^n0b=@YgZ`&It4zro2koCf+v_%G)dgWoHgKV#Gc z)@uq0rsFOn^j_uK#Bv-#$rJW$bN@w^-Hx258VnB<7k>!tDmBmSf=HG)EqT&JTLcA% z)47|rht|gAkxZu94v!QQ@At+oJty)pQjIV5G{slw$gs~lH+Of!Ljm@jUzFJy z#xMb-?sBGZ_C5s73;2J~QIJy=j$<+ga1Xh=7`moAaP;{6*5<=bAms>ND!$|eJ+Q&! z@vr~#6n~d%;{!9kC9upuQ)wmcAFk=N5fvaE4;mvUr)dw)i0PoW&Y@~-WJGB5k7UcUYHLj{Q+ZyJi#n3L> z7z&xmoKDcrIw82Z!RfK&hp4s{f@caM(c8wubp0+Q4FS1|r8ZMgm&%9Yoh<(Xz-ijW z8Lkt#Wf5!cT8@IE3IJk8#tVS0kW)b0cYmHGHS&eRbvGP5TY5Hz<9ZUlft@9}%ncvy z)-wI-0@v`Hs$ChGkb?y@suVybgdUK%S0{7$UxDW@_%4C2XSUCW zFlJ!3E~gqH*!WyN(_jzklZwcuelrB{?i;*m`j)I%Y%UPlUI!Olc<@sYcRN_$o&EoavLiOKVkR>0HDEeQYMZWFYCj= z8XX=qFrC~Jmfn>GL=9lRdplD2Cx21Zeb$)G)4miBs_Nc9eap0gG3Vrliq_Q| z>G3khFRO6M4jv;tEceIC?3k#t6ZE5yLPm`v$V^!>8x==u1lk0e9r9o+qkpUpEJNA$ zIk6^ei&y?S_YcK5B}B?A$}WwLubbR%JjP}WjPG~u3Cw`a!8!*^l8ZC@j&OVjJPJ%( z(Q2Fp;#6Y(t;>6v8z$9#KX}&bGW=*ua#L}?_&qExChyJsa)Y(D+2w zWej6>4{@dd9w{XYU2Yq~Re#H?PufJpf$t6O#4=rukj7h7VY=Jfd|MetwntIuKRHM^ zh6713Zm}g85~UR#oaD03TOiYHXGDSYPU_E9 z#wu%4rNu}Y5>+@%L4TUeTVQz)o_c8|(VkxXcXaLZJ2@RN`}0nq9Yf(^MDqgGf@&Mn z2MDM&=_Gr8rqF=&4F?h1sD#u1E~qy-8}AB^AbvJm)O7UEvz+Vn{S6Nfn{RcqmSm^( zAL|pVuHQrdF4?$_nF0C-8WRGBT{)Q3x8dxuQ{t*lcFm%wa7lV z6$2=wh$=4EGMf+DK^xpEoJ=jB?0|i|7{FsA9(w|JZ=X76Crn~o)CBRVwhA5_V&3_-0si>_C#Cx0j?>(B6C!IT?n!dM+`R=L@$!sYoWDRbK`#ZoeL|Cu^VJp3#=sgM%#S;Ld~7g; zr0pUi!({2LsD#wAWDPjaDvh-yfh;&LS}3}ydY3Owezx03&mvDDbZQhtqys4e+m zY^8JaVBn@QmaabTA3+nVDkl3r>2$mAUnZRMb;Y2;E}qe4H9CrPf|6lhQ%c#e0Dl8(E!RO|t&98c1l=B`tAf+(a2d zj2~F%1Wyx5$`YcL>p!097w=*+G;;Jp=gaA|d|*{<$;O6fsk@**I2ErZ(%g+^YkCbZ zJK@?cGqXeN*SPrrn#GOL*Y@OPKrIPT(v1YidgL^rptL$(G^ixn=Rno}SlhS7{h!=F zwSNPhVSzq#>s*tc3iicSk@n5lHW|?>9KtZQU#z%m9X>1H>qqW~5IyFcBjV+vw^l#Q z%tOKEQ%_|fOF0;I*D3|#Q#o=z7DNU={jWs^gMXfk6Ms-(C|?Bg9ueIACjl-C(XN(S zQ^$Klyebw=c+1&V8(4;`q^Bgnbnv4;nSYlLYc~G3lkY^#KR84BWt75Qyt`{ZK9GK> zS-%PzTeXiUkf8BFtO>p`#MD5FlIaBN%HPREbPKAB%I!p|-IAp$owbbHdDwsj1B0{I z)GQst7;4+YBOm@vU)NwE5$Zf3q-n){3%Xej1)(Ncexd{c)Ke`pqB;>ZEVM**M}JUP z8xqglF2wWf)$%haivRdK$P5A}QO%fp9S#yilu9Zl7^->pWwH4;@}o zoWSM}SuP;cA{Ay%>nRk(yq*Dfoy3Wwja(1lHdmAU6y@-bj|=B`TvMnpU$->QCUIF{ z6Q5MBda0r|^j$Ur%e35NP6Sb%Ni$^dsifvPljd+)+szM9(@M}9nNPyAI2esc9Hm<*Gm|6(s)MBcDi4dNf#z!JH29QIAfouqc6CZ8p9o=iV*QX&K z_k{SSqPvq_SUDbo>!?KN<7HZ;Y7hbeI1Y$do7Y=3$=72iT+sdRBY__ekVz?wkYGMA zp6H8Uz$QgjdZ`iSUxSZZ>VF`ZN&%cKQ^Wg?S=la2M!^YVslls&!XN`Xg(@~*fZzT? z%~IGL+HFU7RaZ{lr9Dbcj`sE{)*taQz!l4JJQSIqokU3)lnHHRWzfy_j&FaD7MphC zbBlr~{JMHIHk_i@Q6y$1unFG9P~rq{WTuD-5aOFjV7v|Dcv9?{ihmidm>P#)8led{ z#d{j-qn+J6@cLDu{d;R~C)VBGZZ^g0K|^hT!hNO;yWv_JEqG4Y`t@-=eZXoyesOdGv+{b_6fFapf-inmanf;o2+1G0Ve(oJ9jHps zUeY*JJpnkxpXXD#(;lC!5`t7I5QF8UL70-JpqO|PlY#mXs{&b{^HLVZthhdV@qN_}?`Id3z$V=S7d9=i~6aF2DdudFM^zk-_G z(Jo!Xkir0s?0+24OC%PHD7gO@n3uy_2)o-2jm@~g!h*H#kh!tzzMvRlSHQK>G_0`@ z?DWMg-CWbTfDzGWAM;L%niKrbo%7_1dyX7wOrsDBs%@2#udKx}Pg_KCV>?XP7PxSL z6ix@nabn~d`(WA;=Lr=aCF*n{5~5uBqE@vlNpbnmYJacMwBQo?RFZTa9u$wbZKkuh zlaJ3Gp?3!r;OnFOM9oC$XVNU(qNid_FOcrEXAElSZ0**?5_^q4u!IyQ=SjqI%!(;_ zg=US06WC9PcR9%KC#y!e+$?&+MA1K2dY8V#Y%wl8!AaW&6$>?z`XA@#7Q&%U{pBut zkRQ)yOMfwBZr-T~Xf&Na@G6|MO>D+tr5{3!95j%nG4CC}JVy#+Ay8jjtyJLpY5?s8 z1eUm-8x*+Bn+1M@tSpw6z0L9ndx70E#*n1k=`4V)&zWMmOVp|TEY_|cK2*GCyI=cN z(Fu#o9rTz2s|8E~h-)uy?EGnIMgJoXRXdXjkf zOE#nMVltj^1qS4}Qar9c2F(HP0= zD+-u#ntuJ=!LmlyL;_^A^|wtp_Q^!Ec=5`=N2Mxi2(29mDb%Y9Hq*^L{9lO*WlEEax-7M`0|oj+kK?R!9nF$2;Ci;Mr!j`u#~&N8{h}og*7busJ1umng(Ej# zdY-%|+?SO9Mrs+bu2~>n+DSR&AeZ!Q-X16s<#kmnCE=pzAZT4`P_F8uIImTo2_WAh z$ejv`ju=PRZhUhjv%XS>Uo1^?AAhL?W82ZCl#e%r36yaM@Av{oZs@xD2)7?0oJkLK zg(;c$zQnI9DS7$cdHf+?SC1G&jaYn&WA@bEFLWkbQlVEou@u*yS@OV3zRl*cj>{O| z4}*70c>9NfC1>kVR%-_hk&|A0PpDH9$}m7}4f z^=R)7TrF$$jcTe7QoQX&RevcKb{eg{5YA_N|0eB|&-iRuBFc_pWfJ|R&L$|_@-@^p zE&qmpDh$=V&1cZ@mD1B4E{ZI*Xx4UdBh@8)>}G~yyFm;Yiw6L>B@ki9GHZ4$DvSgo zIhd%35pU!0!y!U(aBtyOignGhvJ7Y>c%R@z2*T#pzi$h);OR6UwSO^5LNoK7eeXY1 zVPLG7{JtMd5KpCyO#wJ7w#X#$!l12qvlVpg#Y6rT62D$~nb7nXkaRK(Y_8Gfe{CxPr#4j z@-mjoFZy4NBW%-XpQo+c>?AQ}`acx}ot+8MfevkkQR)+>34dSQi8lHK?wwGCO*N^n zBV}??qXI7jVE>ICWH+n%vX3tclm&M4+jxzVL!3-~rYyVg+z+A}H$LRqf#QqFe5G?e zBb@fmZWU)W*ciq=`XA!8Z@{`0sWM=JiDKdsa=5*=v>bch_#lV5v*th?4miR_1cyio zoKdW_<6v4iTYuYgbv8ac^zASL$+yDpg9CJkRqhJ33A5(;;^8kO??paUl*?R#V8DGZ z0w;zgt5i96=<{+1EcX?2`?bb7?|J?QT-#QOwRvy415~(xk4kW_XP!y z5A`O-A{fSs5`mQeH*0o(LPm-D3IQLOsa*goaG(i2=r_nWf*r7PiJZAE!CRgsmS9^e z3e7zKDS1gwSkwbCU^n6|06(u-1t_ZB=!RCKe-kd1gcPs286)|5kg0U?wzU`@{+` zsEF-#Rsw8LFtQ_je<@r=K&)=24xcIc(gSq~a*;D5YRqQdbhJdLx}iD+SNhi;xs>*zj}j!TF(eT6y?<+n=hPHeRd>`u)|&lMJb+k}ty`j@ z7Og!y#vF_>fKz3CCgindR?I|q*fQ(QoqX56u_&AjGEV+ z-hYLS4fqB^1q#SDEkb)h$k!VX9TKY!wX8P~A5nO}1eZNv0w#wW7!xV+N3)TrnEpH* z@);jPdul^tapBx+p#n9zDvJxyD0aa`Y=7pjmI*KB=vkuX;y@&s z)e9_?6}rtg$m=0`{hz@`OagW55|W}*sPOm~*tV)$$_TqKB$H>%6(LidkF^3iv$t-& zV>LPe`5vhA^(qJjXD4by0cSxs1G4V}v@4wPMlOtzATJJ%|k>{4h@*$39!&rf@r(+Q2}bGiON`6zRZ& z@{)E;IuIjb=0cOHFfep-D}VNCH_;jiUV-DY48Dv_LA}&*qRa)f&M=$)*m#tyxJfdQ z&z-wX=*wpKRS-}7 z0^lB|Mljcy+g#8gkZy4y$BV%c(1-E-W+U?~Tq1ppxerY^;CQ&ie-+6QU4K&%z+xx_ z*CV{+sQcEpwR>Y7m%4O3@i0q{vela5B24VF=rzGE`Ws>IwO@Q%E_%8|1{?#}dVwzy zWh#eoD*VduuVfxNSvN-D#WeNG+I4F8SUUn)I}N2XT@I4p9z!ACDhx2P5sVKRms(RT zmvI%D%XVbMbUo8+QjE`UAb)GCx?p&TQ1_Pq0!g3SV^f$ACSN`AB6s{Q4wIo2`Xn;p z$O{nJ@mm+MBa30@)yS5OoLf=$oVzou=FD+)rz{k4vV(i-Me4X39c|Lj`Tqhbw*Dfj zo0en`CO-hRHVcxeXC{ZUkg)>}wp-Af zUZa-;LoG`lROniUJ*iMuUCk*MxJ2;8buuB^!u?*X74dGXg@iPa0Sb1y4PjxpmNi_Dh%)AP| zN55`8$koM{k!y8@FMoCx=#l8;u^eC=QuK4STMqT!pDYx^&`Yi`#-*A+SmbF8VNFuX z`^HYL;p1Pt3lwevuu9i&sVD~#?ovpRKbSlg&(?u)8i$fMI3catI(fFNa^$R}(p!~i ztLtB)RD(M%y7K_Omh$Z%r!D9go17k%!j$wg_+|*22YI%{hJXI1CO=jJQp$F^K9A79 zw87cP!CWb)F41y62s=PU4FwmC!LQ|vR0^aW-PKm z024`V%HDvN7yFYW_Q$X#hj@L$PzTUAFD5Na1rh*}0&5;soeuj)F($oS6R=RRG|<46 zI@ST1=fe7;k$+UxycK!d-Lg+6z3KN6C5ph^7IlBuLV9@HgHfW$tmylu)*7zH>&}N7 zTGM-1;{=4SZqu2Q=H^Z@cB|(=5%F-BW+i;dR41g^VuwTB%^zqdXf}+F*E=!Szu&DE z%B6#2b0ikK=Y5&*ISVOxduU>=r}&T(APz;8ym6-uf`5+a3zrxEBBgKNcG9?CGGkq% zw&U0e+;-FcpS}c?IF?-$*o+G-@l#qor|@Qnl$#9#RXyzb%Zrmp;K7kR8BXVY5gW^ zN4wL{7Jsv!BQ4e`fRTOBU_-cOKGGs+MO|$VD5hk3c1447VO!(bd|wtHMWG|#XDQ{z zP_pm#DTV2c(JmGW7fGDM;s6<59{-6t+9voJ zLmv);CL5FQ8b1@wlhv0j8?Iib(W9T}sA5vOFUmPWn2-{l+ zN-QVAHZdG-Th_He^nZT{b|IpQ zKEuBv+-MP%iM^rGJy9>;7MZb4XMAc~27+#={4QzzQYfJ*A1j;0@K{YLwdNID?PoGK z$nC78Rir#t7lN#^hCRvGQ%tqm=?IwE!~z$CkZTLIk&vAHBAO8J@Le*fx!oB<)_-tq zffU~es;ylJqZt3&s=yizu)#_J-_Xc8y!R9?CrppU2~`FifwvNznj%e7vl=)r8ZZ6Ir6jI25I+ zh3YTD=8vm;x(^O}5Hjdm|BH?@JGXXa6vR}fl!AQUf>2eKNYjbYVn>WIWPjoE>#ez2 zvP@qtuOr}diP%l|8(yG5R(H}zq1NxLjNSzrTAqnDTz^$w&MNC6I?XIhxGz?<$W4TdI=L3b{2{U~*i9r~wsNUgv}YSU4!Uhqbf9+yvZUU77*t&pL}ET+GUW{^ zvP@?(rKJx`(K&yZ9bcy-+Qc#Sm1w+wskK8U(KIm~&P9Sva0Iy0=me&UOLPLwc z0~kJJWGxrhdVE1bw5a+(ueipJ8hZX_ygYiO>==b>7k~JB7ZBq_J&+`vb>f*`QYt+U z^#q5Tx)isYx)mINe~Q=wiYd9bUN54OLq3LjdM6x6e8!$;mI4o~@uI~~vWIr}od z#I*7SWG^Gke@hl!L3{*EHfGlu>Ab@m$dDyaOB-r*_a+iM)S6MZ0;rL z@pvMVJnXu!YCU#lTu-3lvv&hL&V()a0~qwy&OP8;Gw+KA{EhY2xA;|jt5BuruO{K| z9a{*)(j&u*21wQpVx9(2RU27(`f7*`3JvZuz%0RZf5K}5Wd1lBuMUl9s)?&3x!iqe z8P$5a8LLvK^fMR>+4JlYjIwVHCaDVeTkU5w#NI^5jQ(4KH%jMf^}DKVHJ>oSAC zeJ~dHmHJ8`kqyrT+j0i}EHeEHAJxobOvSR=I3G=I8}hn(w*@JV z##p-Sf74Kv4dAoU0VqhthiRA*C7I}G7>@24g${@ER{U39XOff@2a#))X<>gUc~~Y) z{sIv-1M%t}@P*>DNtF|{p48}dAPeI7>=FRWK&{=FfdY*ZKA)HZ^q#EER?9){Cel@q zBz!3)OIDaQwTr%(g!+zRBC-U%_zt632)sQgYd&>VsY zx8bHIoN#l}PP;HSw)DsGL&kqlfEC9r;mLltt~g%)=36=56o2_vqlTxa&%Z4Fn(wR+ z2iqhP0f>aSF|OrMv=>)xA9^v@< z7#L?06gG$!L0ro)JjUJDqR?7Lf3ukFx8zxy>KhMQP=X%Y0Wq+J)7vxH>lx{{0Z2!L zXl05q`Puf4V=YpGx7T! z%P&z0=Nby>tRSAi<@x^YpohuM#vs>b2de`s@!MQF5A74M$3X)T?wkV@e@cvmy`U*1 z$+sYrs=99Ps{lOh-P;&mp&db&P(qn$x!+DF1cP=;SUeYJrVQtnlE8I|L$F_Cj8l7U zg5AIL#V!sNmH!#IXb20y;Erd`dQ!;Ws&}%1lTBy^TAIUZ8hfQPPbrrH4p1DWQtOz&HpE!9-BCiizHRe?9vA6WL5apByi( z8Pyy3?}A&S4R1U50{Nvi)R7#)3l8jtf7tH}s4*}|1XRW%2=}(Gz;aAmw3P_a;2}M7fge(wnD9RRzVPt-Un<KPZ) z%Z%gV{42a5pFd*#Ed38^->^nN{jPjt$G0dz&S@LR$rVo=i5&N?qP(B{!r2ZH1iBaD zJmLgM3u=WB)GGdD$y9yegCEUpL53DR;g3m&=GGrqj zVRe@Rgr9D73$#81CNkT^ZJw?Qf+a=^K|@13re8!`=4bB#3SXWnG_t@DJ|)+rBjn|2 zaMGeTw+ppCFVH1d!|T)v>P)*plU$nHwe>N8N@;8;MEl7v;N-qo=^As9wiza`%f%)>!p zo@L3gf3RdM9&7rDEl|pFHQF9dQ6?JMN#7O*m;hXk76t`}ikhk(puRqzF%UwFeEr8PV4VV zgm=Z4&hkZ<>qth!ycJRuX;+qLZX&7{%c%cye-P^e5~q?tiuo}NJ=_IWM{FE?Xn4%2 z+oCq#zsIMuAWlN}tq?p4fq>c?P>6J0~Br0EvI7m6~&Gaa-zm0csCwfgJEvL)`HJ z4_E)Qg$*lt%Uvd{SS+YK5D3asg!ZFDVyKf59q8;W@dO$TKuWj$M83N9Pn*B*l|h~)$MFbd&C1#R)MT=srzj>eXB8m8 zfTM$(Mp++3_KE=<08AO+28#0SmWc3ye|`5s>MT4ZZ;W1<@`4KRxrCylo08mqfLO;c9zqu!qsTj=pqXf-~fJx z#x}Vv&Rl4u2u<(%N~>CzKno#8n3Uj(c2+AU*%%_Uqhgm$kM0+R3SYsKf;&V^_0gO@9 z3Kglyy&l<|FVVyw)QIM^(&_dIfMg=S31SKVHX&gXi>?2k(XaD!)-Mf+R*Nu2rL&~+ zsn;bR4M59v?uJ~{cLBqRZ?FMbSQW=7jsn0>H+t=W$A%zl3Px@^geD+ye+6}6I5x!Q zjE~0gFS(v3wPjaiZyI$64=(n?#@#kO&u!+vVO?1ObbglHe=24d=TWHfLif%S(UJiS{5-(ZT%CcFC64k#Du64FaaIgR5eNhpDK5aTTgXBV_T2}6wAC^}jdXuR zEcfC-z0LkdSwB(=8sxpC&py}k0&aFyTcWx_Yb|~P1urls29O$0f0ozE5Evo+^`Uo$ z&nMxC-lUFZ#UMS$d=S~Ag!uW^^(8O(C`1Ai!bN+c3KCwV4kk-QKC^jLkrWwPDw8(f z-VD`+`*f{T3DD`aBMr~=ha>53K-tO83>cIVKI5>sGU)VX#ELMIHFm(27rMjmKcfCY zam1wpoeS(M&ZOvIf4aqHg}{lxE#xFSLV83-M*s=4?gOofC<-3QI2?9tY5_0=46mSA zzX2(k%P-zSIZu*S!(E`iHcJ8s)Yo3bLY>9wD};mi35oTU?n8*e_Cg8{cVDxNi}MX| z<*aB1!NeS4=)CP2RbS^GC@PeKqd}K91JG1tJVq|v0hBC1e>}k$+8=9e?B6_kqGIya z`wjkoG*ieut~tRZA>j7AKu@2m{P?kfVM^$f)c}(&;ea<{(4Kh=-LQ2ONw<%214}F? zM0bvd6TCzHwPN0MdNZwLYrgpQ@#Wkusf<6lkJR4C+wC1lb4Y)?kYJrx&Ray`9~$If zjEWiS)y`diBt{u08+<2kBWk!67M3a8O|p=KffY8u_iqll!gDW?+0*9? z{3n@{f3Mp0;qo(lWu}2ii#!VLeBL~a;~P6H#0?)`uR{mR$Wy><%i-p!QD4$oKo4eW z#eeFY!b$mWTzCmGi0~tZ2A#ejH7ZSZ_4ESN?8z+|NnO&q(4mQ-PJ8{L&=(JMEx}ZJba{|<~o#o4?Sr70|Oe|JRbY-6n{TT)_bsJ#)6Lj zN_&LKpBkMVQzI(}E9@(HH0~Z$PYe@Bxh$SHW4Nft3y5H>it!FT0~UP+5#=bI=6_uu`R@j1yi4}kOf9@+75mLmWUsQ$4wf6giq z$R&t`X$xw+L6`OWNy%;$U$5D`I+tP=ZB2t4#`6Gsh^iKx+~65aNT=B+=lMMJ&lg$)lGsWhkTV`z38;|AaQG&8Ei$Evi;o_NnSh0!ZFVOa85chhe@7#>7OPLI z)6Wp1kxU;8_9QUkkhM5PF=w2%rCJAj80!RXSCFxMCA$g8F%WZ(!@O4)v*k zgc&l-2n?A5GI?+ofBQ?&4)%l(go=i=axK833a{6Ph^mwg=BWt-%tX0StBrxK3PzA2 zS>}B>z81>7qmFEsA!nOKi-BX1zcMl`)U;`4UpKA?OeOVt=B@yKup3bmx(a)8nm-ff zQc(})eV%D{Oq9j)=N`dY1pRN^6BQqQz3HIy<_8{X# zs`Zif0J@@*h%~?MC3=~7A7XWH+@CAc)M2!uud<=Qtj&{ZCKaYV^wS1m*X$>@RP(UF zsm;#(`lSFaf6YU$ZCt)WU<*8wwUWZpPZGD*L*c`3B!ff4;7$mYAYU&1MO{w@BpEe7 zj`pj}btK6n;C6q*T+-zu-pVi;1vspE&zpvvw*xg4@N1YYZc!q-A|o&=wh)rC)~bkY zq1mons8g0=;4Q?Yb@K9#CGVkjPr6I5+^8wOlR&%ge>AiWh)t4G8;ci`wY%wu5$ZGO zitddwE!IxC0dKkDxl1t%EwFAvuf590!fI+EUE0&7E-)sFaO3UQc|#li z#4InU@y)hsMGOWa_}R4|d-tK_vA# znV}8)e=BkV1|$Gor4Xtpvm*p;P-Rc9#DxKU$k*p2P&swvG^PT8heuP0~AK?+J@Mz0P0m75=YHi0n&3x2VZo@ZAy%~ z8vjm0_urFBl=tF>c?3l4Nwpey_@T8MOwrAscW%Pt2SyMemH^0H<$(Qjix$8P_OwR6 ze?Y+9zswEeshs^x7y#|Voa6M6n_(tEuc$K2)_!H`B^n92KfMHXyv2Yq?<+rUp)^)E z&9FqWgOY`=OqY^2e$o2+H?44IZ5&XG(kv2+t{yk8P><~Na~=T#xga6Z+7A(?x1b_{ZA(`;Av<)N*7W|`&^P*3~-AXYGe zTAdqCQH^>u+3!&5dY4U2@fJ}nLY+5?gRTSbJ{T)&kHs&N3 z<8ByCdA>PrJ#qFWNCp%;6Z(ZFNQC&h1scW&to?$dZ1`kEIjkXhPvikDxPW~eEpm}# z-VD?&TLu-}c%TxMfI83)>L&;ZxWXkBl2xHhuggRM>n+%mzDb-EdHP(`7-0)XVG|bV z??i?UuV+vP>CP{d;|sEVvFj9-e-DXal0FRQV<3Wj-~~)!3${3f6>wqvrmdF@#f}2& zf|S6HF^Vf?531ZLi=)p^89kKV$5cWcX<(Y5+giVA|5d}`er)6l1CQ?phpV7|9)MPK znA#DIQgKx$k(`U&b4t|8k5=M5b40AYMa($kETWr}a_Ww)3wet5GgK2Jf4t1ARmewG zYT6ua4;I;tu?W39+O$R4eb|xcnX(2SGpN#k$RxU)45G*LdMhc-I|NVVqXlO)mOFHe z$esNirS|2zRelBS_$j1fETKcjaU76(`30~L$~;1AB6ktWRjca ze=Tg8Kcd^xRQ`~z%N=c-e_BasAp4{36xXJ=EUh0}O$GzDHwL+1=DULb*)t4>AlAT|7tSA3Y+#uW^wrl#_lf^FgxFeDgDp-0KGm;~1YDR0*Mf78wd=lXi#&W4p# zDbd9y$ZHiC&FFj_%d+gb)asrHIjzXS)C;L0cj3bNi>pZs;wu*!4oN#dX)Ky48Do>Y zCRwNRD;69i1?4bEF$lv?&`cK^b?YA8o3&e#sQFpOcdggg6X-fz{fVUOe>lQF8;w0L z2c>5KqUy|ZR!GwFe^h}{_T}luLsV|C>9{F%Jamx?B=LSzJyfma#80DC*FY`Ydv9}d z34_Gw&IweAQm9E92S4C7qj$)3HXov4AkyqWbeQ(91k8I;8bOOUz!fJQ z-m@W-oU=`Pp-~aKoCG=AC-;Z@lKS=g3MJ2X{BJ&=1+$fGe_4R0{(Y-vExT7Z5N}dc zeLQP-fEE%XcC1;_>vGKWFuJSVHA*J<4T%Wa6OjvJ=Mk{I`xT^0h`-p;&qU7@y26qK znS-QWLV09Tb(2!YC9a6iR zAxUD&1((emtKKXp4JQVezTjMwP{$ew7LRiovri4v z8qyNIpEa*f`Xa6SIk56FIs^lFJWeOB0J;-^4S7-ge@XdNR1+iAu(N`G)DIbK=H_=l zmmBd1xK8wRim0c7TJvr_j%dV5p$h;;$hiud+xuydvQIcD_Ql)E#v}_n9vJMSNvUTD zhE4PZAu8De3fzmUyAsa}VdVQS+%$Ox1|eI}$439j#yrN9&m=;@)-Q3`z76LD+t)=%l`d}G$wn=B zqXs4>Fd(RVaGi|?qGdEI^>+V?KK-5xEGvflszkje=YKZ4YiWoKpWWBH-0!xqmt{W# z_?pQZL6{Och)H9ooB&M7(N|9%5a0IXH6q7UTc0b{7_SNI-w7;0)YDLmd+mAWy}0Ib zGO3zuV1pgX+aGtj^RPh}+srO}U&+Tl6VYx#{SV~Z`oZl4_>g(}u@f`)`))zT8IBWm zpHIc+SAS8`2}y?||VX(y;ne*nbdjeKE7e4fP*gC)bG9NtSQ&J(kj$ z)T7T&1S5pLxtNIiWn|!WQ9t>Z$f*UXR#>s4WOH*YelOne7V=J2tiysp1ih<{IWs(H zJ6w-J?A1Eh~QQ(9TwW9gX>X z`+t*p2V)`Q_3d8ymOr3esZ^fB0kBDlj)hL>j3SXAv|BvRd!Z$J6G6MD>5R(mNXu#Z zR;s*&xG92}04nz|N376lg>Z9!vWzb$zfObcyn-F{o4eC19ZnX8;A&OX!BYR1 zstt%E<=u;aN+zj1761$W-OdsbnnR5?A{4j|JI(`6(L8hr?#-N%b&2Vwqbmnojem@w zrnl7ODiU8CtKx+f?KhCsF10V$3SJs3l?}NPX>x@{x^>~0&&b@b9It}+L$}Lnx{b~l zL0A8c>!e*NI?t&0ZDn;VdYnKKrY14 zr&U~%s_-e)eMW1GNBa=pxG(W2O@AgU_yHV0{YYd>=^6m^;v06oQUpPG^6_&}+JS80 z1e_JXW7TAt?gor{NLSR8#M&~exBC#MjkCTz$;bT!2Jo04q^Rh3!Vk^lOZZ4lw`MIe zXX7O@>4CqzuT4x72eHP^eu3C@<_{vjVNv|w8D)WE(U9Lb1P zvxM_p_D58i8!&}Pi8+~~kADgJJ<)xm4N}# z?pv@#$cr0|2w`bB-e5X7;EM#UrXdDtAAVhfVx=Kt^>ik&ER$|R3ckpnSZL?_S0wvwu$y9XkuvKv#a5JVW@f;%wcanX$C+It zdmpPE+Kvw7%C&}Zy?+qZCB^*9o#gY3Bh1rwseNpDQl=O&L{578Q0}yv<5MQWCf8=H zfj3<`Zod44zDVgUZ&LYbwS4VRpmf@t1$N3+9UzR;u+6E#ZKjD4+T%`Kd^$$qDT%4Y z=ypD3g1$;c0t2W%zJJyf!J;TpFDryOU9rUb713qr3D(0O@_+oq-3r7~ug`tz3(2~7 z2(*%y&sCk+-fI$VBjBG5N^yvV%@2pic$PGl?Aq!m#?U>{sBv8mAEkB%Q7^||y^ z2M8A#)dP#fdzLT&S^JkRsglK$-~R^5-xh$?5|}Fis3mbGngSa|o)d|^zW2Z6+$)*5 zrQ1~UyVGV+B7ZP@{@)^G+f8pVjvxP&nUE|URW1(e@NP)H+Jc@Oe^68h*@7xP2BToJ zc(0YQeNk4-t-6HCmDT-B#XpP&29E4C&K##f@q#cR+kifE_=ep^VYw5$_WyN2R3 znil;USGFLsmn1bGQ37D7duO}@zR7Xtj91PIG~1g|H-82uRdp5_HKV7;Yh3N;DoWbG zL@{K_$VjN6{hq$V3(xwPMi{WWB$=L$x z8n$F_!+#u@o1AS=FeZPR>uPv6wE<%?E563!%d#EfX*B-`em1W4REj;76FDH9Xr;%> zU3sFTy`8}m4Rkbh{Qk$y$Wh(rP7|j=k&Fwl_ zSn?@7ty8HWU7}GwlORH*1H~T8h z8-GmM(UUowBn2!Pff{$9-E4!8drB-HcX3(dOX{T))H>nd=P(?Q)GsLL-{k-BA9wLJ zD_fjKqgd+ayD3JDKaA5!Uj4Bn;i@ez^p965Ya`gTrf-WGfgYCRfm-H_rxz^0T?#*k z%P25wFEMqxYju>P&lDrDOA^F_hm*VE<9~Bl!ZbwHsDS+w;mt;4tj{zsMu!yz9yoil zEy2t>9eWL-n~Tv%LU2wcK;>7arrIYW%>ZBO(A3nT{Ojpir|M%7$S!(PQn(i&ix&De z#@?)j84D1hm&xqO?hTy1&{YJ~Q&CYE#i=GETHCM~yC9D>N)U@wjn28hhxL5S&wn@r zBWA9a+jkF%0rkMJ1kqd~vzTN7iP#+=snbkRleFe>HZdb5idB3UG>wT>(NJhuCG zcRl1=IYUPMhHGl6CN7b5z1-1qZk3QV!@y)m>>TS*u_>?%DYRXw}EdZdz03VRaqDx z%M8>)2hYiK)gujE+X?If(QgAi^W^+9=~*K5bcI)=VNs~6=0$4_Z7bVFHewABIU>St zXyc1|&bv3CTXgCkzjDwuum$J?Y|)KOPYOW6*>Q{*?Pc z-t|znO=sXVU`|AVRF@NkbXx66xfkUkJ4E*^Kl3^wmC(4B+*_$)+_G>wnJpq$Fe-mg z&1l|CGg9!LFn^MHQrL)s@ngPbzoZ0XTB9ro6MYTxM6%0;gcWo!wji`U1!OX3Mg0T~ zA-<+28*d;kx<-PfFI8xAom$M51E>a@*C@$dU!9(AG0| zlcF##+Q1O_n_Gcba5jWso)ofO8ML3Xomi87toOd9eQMs+yN_wf)W$BmHD#5EvuAlC* zVtBta6Mv-1^VIPId-Uph0i+nr8CpfI4g~F)OxHvlrLTf7F3nAh0*yumuQo_&gm(pg z(mCESQUd(wC<9H7mt4xfhtyaeA$8%Ki|&ARN>z49foW@gcNYqk@H*M%Ld3u=QTjNE zmQRlp2vYa*2;6B>f>}%Xt_fM>ZwoIiA`@hIK zSlQdV`+gL?gvo5?GXNPJ7LX1sUJi6`>s^`$n{h1Ra~~DIO}}cfv0A_Z`N>j5NUZju z4y;nA5H}#8Xj}=vpkf7xxitvPTE6mY5EEXpZ?_n;WeG&SlD-Ium%lA0Aw3!`uh9u4 zNq-!p1^L7hdMZ2#>bik$p{2@1sq|(p<8)AUl1yHSb+!wc8eL+{R$}iU$dNE>?oWwiHr@;^~q)H!C2EgTbQh`X9{Y_}H^_TB$GVot+1te9j zL)KoCQlcO%8o++ycLH)6a|l|wK`1qxPfmOcCNL87De%$~Eb_XJDj>0zk<3DJjeo*e zBI#JuRw$ImOG6W1ug$@H?!sG zKovhvbLToBqKgDYaxyM`mCt`rEo&!kX1AGPgxaUrnh$dOEH^-&b$M#dEA7r4`Y}t& z_R&IU#ty~mQKC@WPj9Zd(bc? zX}k=sk=CbmuMDWTlnNlVBBwCzJk>aAeexqq+v2s9EXNFQEsB3z&6pN1dN_Ef}CUI7W&SUv&M9X zT$`hP7hhEs9!@R*&0c!h{EKcmqxv^_0NGFI3I@5~tlp%*%1Fya+i6ssLc&FmMX2S5 z?02(lK!E1T2+&Vt>p@TYR8REFD)+ z1zPftQduG}xYSt)!{b)PS1nX^^ONt_YPj!+e|JWD=76vt#LQnP?R_dREXF*>zaPJ= zS2JEyP^73YmTV*O-h0sktqvkHw z<6XZfw>cHuzSX8GtHbmaxtWYf?G7J8mq(|;xm|hXdc+2F*P<6bJXj$&e=r7tbB3mE589d!9z0;Q;daAr5BsaUw z9ij)dT$ZRPC4ZAi?QCRj3dE(BVPs-;VFRd~J5bt`DK9bma6GqkDIs2_p8}p55youq zEe{=)ks(l-B1!8fw8vW$lKGZ|6;m;X(VP#)P;a+A!*US+-Tc{a>_%wxjyr6n?R)02 z1C#^M@pry3U-W1KHZKyO5!?kb*ts1K*r}ejIBrO;Cx4Yq4r;E-d=(Sq%yh(FIcP|m zs#=XJ-l_vvhI6PibX!xx}bK-_e+X4n0B9Ir5Ex74m1#W zh@->xd^2M|5Hj^-+veg?tXL13g`HbiKonelS(AI4cu z%T+iy>wgXwkJzJ(=p*Kuf~C7oo+ZW`7AFdl*6jOESWKFzR~rqG;~AZ(b>2rNw<50p z{JYb}_JU7oz{}(KNjL{ZzGe~>S>#iDGhqj9AeDz$fC{wb9~$Pa`iQGZGh4P_-BkZ40EKe4(V-nB)qEq#zB zpRGbV`RFU}QaT#}k3uxkNO#dL+{7_;`z}LNQ8bU16G>eFL-fvZMN#J_lZjyDrlLq3o?T=dFl{+~y zR)22i1ktL~gf>*0xD+4PEcW}M`zn`AtY-B)CapLYX~Ce*BpVpLp=xa)`%}0N;7$ma zHc6*z`)U?)jsTzI*yt_p3+OAn|1`60jfhXd{XN`Xae4N%{kRz$p;c?c>pf9FB?t#D zzu*{#rCPF|QYm8rr4N>OBTr+fwba*wDu0!WQw@4hP@dc26Y^(SxdlU-bIZWIy{gJD zPX3}D#sakvS|SKF(zuqcA05K_W<|f_v1R!WP$30J(gv2BwAd=j)~~xmKvg ziH+4&LsV82(W;|zgK#~R61hPT>iMBYnaD>**Xsh?^CApZIQ9(&t4FfXr(0ionM!F7<*Cw%T)3}uIbsY{Mtj12Ot z(DC23k#XVA4&w!MA6SuqB<|{c#2&FsCrf#OVzX2{Qn5pphW~`c=NW)jCnOMyJl`Ub zO|;ri9>yKNdlI%{d9n@)pnsELDqPE61t3eHO2v~ObM>N~#K{;Mq?pW!Ipx571dvio zh-FZ+=qps&;H`9y!$g=e`-4{&DD}xR71>IPq>m|~jvSwf>JC?7Z+FKwOe`L~vz--p zs8Z+O632-a8LSml-I+CAJ{Kf7@z;^q)Tip6trp=cP@Z#FkJ}C7u$47vS^Ne^ZPFYr9e)G|GFL)>b-tvx66ICh zDZiN;@_?m*@)AHU{2t{DX+3c#?KrNLq=(5zB~8NF4OzO}iAyn^xQf}+k92=8l(ob( zi_;pskMyDXB69HT1IwH)aTg9q3~%)<3HS*hdoS%dC39G{!Qeg92tEJ8D+dJgttDD| z-99i8t#!+NWPheC^O=n;Dqc~sOc-yP1|srpoLZ$KfsqB?HPQ>q%lTajv-@8B9)1@M z9Wd_Z-X(f-Qv)`aq3~s@BKBaN$rr#sC=?rC@sJGO{VNvPIoFp)wQ70_Gq9c)%b&G% z72tc)rw&}AgxIFrkOs`^Zxd=6)cPEbtJUt%9Jmva_}t zr6}tdad!+rDIL0%lD0?OLFY4XXXR@csFe5(0S!4O zZYMezJU_kfk@PSKjPg2a++u{=hG}rXOH6Bw+YG@Zy%2Ua_;2FpvVc$L9}(XM_R1Lo ziC>IAZi}&|U{DkX+MWT{uQ_+Azkm65hoQyJoPVG03*E90e_e92?ZY742>53>=rgK) zXd6rSQ0_hs9!aSjF0ik10ltP$4t{S0B;4j%66iz#m3bVcz^0hYk%Ge8jXYIs-)xcj zU~K#y3X2JJYJKW^w1T4uieff13Rg+K|RL!W#-KcOGs9vJo#i`Uu&cGP6-8;H;9eydOgP34^$O#7%k(KPy63Tn8bf z8^9lPD5WeNe1pEt#2vwcl|+=h@;~A9;#pW z$dyR#-7Gw2xD5sy6hw)me?5>q#}ABXPk)$E%CK0#0aoMRxx3z>9bpM$`H&aE<%Pm{ ztLdKWm5EP3eNJ>oB(d;?gwe=^?bsc}ZnTww7~Xa@$ua~YpiA^0HLxNcCLCdCr)gfu z9d`t=0(u!}WykfX#*C>lLsE~oA{@ROPO@Nd`&rljgKH#$j$}-&(UIGX`28*3_kR@| z#a@KZWt_vz2lmiy$rAMnW+}{4qg_RZ7I*+gOMM?KBh&Ed!FHQy0U?>$hrt&p2)R=s z{fx+2iVrit^dt%}CPAsXni@E2c{Bw2^EyQNDDBJ`M`n)B-) zKj3Cqz)e*n;>?bD+X<&JquNM&7Js*%Hwv(jE=mDr-&$qs9WS3rhN_Z()VJ&< z^f&SmRZ!EO-{=uSX`uAR0cY z#c|dR%7yynVs7r(RexN0ixwJtPpO$F*G$aQhH^{mYMXjv2<_VJ#C~pS?IGt@eOstr zE05U}7GgBfA9%o@l&OCB5#XM~;Xc&(iZ7Vub;!9ZN;l0GU)qO^Zk+WbN-#aoEc`-g z#q>lzbz@_{q7Jd~b5as$mhTb)gT+PrCZIAPE&rb$ES}UHFMqh0CbQq?AY+{kN%@^i4~#j5&TsZ2^e}Vq6VQd!SU%Vr@rw$(#_pe!iykIlg5pX;T5Om z0wPVWALG(!M}HR~%yi3P!y%^!TT3lPDhsc&19^ih z51RtN!^hEOhR=p(hE@`N9%yl!Dq!bxllUL+Zfqi#1GKNEg-sf0cC)BV8E7e3$sHsm zS<;yQM&t<8em4?d`qAo!FJhIjDEwH@i6I;%OM!L&IDfGy`~gcq0<|Kcsn551qvHmW zt0D>^!`4I`(jdngvQXCw8KS*&cJByri0zS$jOP72Z4_fVkKJJh6Og@=#O-LH4)ixL zJSTLF=c;+^%DA<$6b+PT3;TrzG%Q|*ZtusayL}Z~rA~W%s_9|kMKPRXkjCxfEPCY^ z2WM;VJ%9RR7Ra?L-%ZVUNM}k%-M2lTo!=F-3h!f=l{6!d@rK(CUsE7~6hS*# zZhlJ<#43YH<=D+vF2FviWP?S0jG>QV_Z_-onvTw%C8Iv<+JYO4`o*xA62k2OCc@?5 zpM7ln-Xjnk2_vCtM4fyha|2?U#fu=WBCg?h!he{Wm5SZyM#& z5vU371a$@t?W4UgCyUKvestm# z8^MO0FX;@ewwWI1)3bHV1IeH zd8YCf3)72^iW7k$&Kc6S-?3otOYAw|5PXg?59{!KpU!2t#vznX)h}L~h%gl7p(#fg z)@!lAYP;oh9&jpHdXL=y_WT8q>Sy|i;QDe(ob~ozMUg`L8QazhDt@pL5710-a3ZV) z0|9*JeF`z;b5{UBF1Z9FV<7c*7=MC4q{=aGXf-9#7*^~aC!92oj*w1F+7m-x1XGE!IzyOpNZ``!81Df_A9ME^?M?SBRU00IF0 z^7=ei0J%LEJ9cD)-Ir#TwvJ;p8E0}FyB|#%V>~EvU;NDG1N~y>u8?&?=?^_%ZTPz) zWdNCPN8j$Q7se_@-t@LL6FVCV-q8^XGg5&|1ltxOMb7WnW> ztzfsn>K=ke!nE)DQ4)hzmVbX?GhBrqd5KYJYQVz0674=itLF6a{1tA-&rI|`bE;ps zhAxB$%%18!5I~5f!)4}NYf8Tz?|buDWpqKRwz6p$pDhV4=ESZ;00Rdw^1D7!x6VYJ zzpPim*Dn6j-R8)=l|+Lm_99XpdRN6Pb=`65;T>}uQADaT%cDz4Pk)VYITkJX965m& z{_(khgIN>LvTRBD`)*o`t|lVZBWv?r2di9#BmM&i2*Zhj>5!$*`n76CI6+kmES00i z)&P9FRsrsS1u4DT_GU_Mwu=2A>yzOUq}`nM(4bO_21uj3bjJnLCuOUTrfy#eQ3I1M z<>cJYg2Mm8o?7;m=6_9pg7{WI<`#x~9OR|5l`q6zEn6`MPh5tHIQ8f(3;YEUjxi7fUjBfGG>-;&$ESA;Wszbe#H zY$f8|3T<8|)8|ZTEh_1m`>Tv=(Im9>d~2KHu5WSQ=vB2=U4Pf5+o(Z;ksub9h5)EK zhw&R`SYaMtCUCKYd!D~x!=qiwcp%@1MkEfG^g@9&7<;33@-Mtk>2^v$fR?lqA&AsN z&0!%%!rc!1xp5a~R3Bw265YO>Gh^C4;x;4iaC#0~B7VWioWUwY`VJ82UBg6t8KEh% zC|>+fEH)b1Y=7c{p*dWb+sA7i8ZeH=t|Tod{GerpRYJ3HRnYfn9xaIw-J-yTH?9*Y zC<5G;eYvY}+lxsMr79y(FDr%YzE`=7$^tCIoA~<-W%`P#tI_ijOC6+aIpc|+rg0fX zj&O$~`(O!a{?LaZ2?DlQv#YkN;0J#k*FDLFW^DX(6@R%zfgjspoDr+&D`VSwOke|_ z5#4_x1=17Hv-G*T!VeRTQbyord`h?h8)I*yApzZ8gBz`3%+OV&^3@cUSpo*~jbz`} zxO5|P64~j8$5=*3;zjQ%TapY3!9E~vUBE@P{>0X@le>7J1nZjjXV5|?p;DQW(LP+d zMG8l#)qf^}L|tJmiX+9(U?*#xJP<1|AyOt+;T@xriI7#!oRe(1ilS(-!i&PqOdn;w zMTX2dZ{$d_B9!pc!1e0R9OuX932F@qz{}cSdy=S*A0P0lbDA)_&0+j6|}5eNWAB2F;l8M7hIZv5N~MEl6xk1r%rY_`ZbuVWq2K#DajKE$^2 z34%ajh{HV3#LffmN^n;rBim2bmsDC)GD))DoNMyxEMsjZ>iBy~_u$m8kHKJ_n1B6O zxO=53l%#2#$a~p;3J!42e;8`Rk*EDf!=7tp?@w+RixS+d?tVC_KC)~aIuxX7&f&U| zHx)q{@aO$|1nIMUd~&leg=OiD>ssk(-3YUh{AAG}x~c7Of(#Y=AJsvngNKcT3T$*wQdSnK`wGV$M&ws-b#)url9u)AZ9Cu}V&uk$S4kIkFZ5IWRaf4Y9 zXIE+y6v|Wg_}UA|Liavf>9`9n>9koHa+p0HKx7%Jp%f5}K`dJjDkMNpp+;{t-OMCP zN?J5{wsE1f2GE*fLCA=4D8O+?U^sct!yZ$A9gOndrjm z5%;OM;_fR0DVhr(>3EKCV7%DAnM ztew?%7F3SdD?+^GAemh}9~q#Ow8R_=Y|YZ^A@$Ka_H*WFq0BlXDbfQGEfk)*_+hBC zg?mUIE{0qY>rFO%Y8Nc&%72LC_3J%8R$Z1pzF5A~7==AX8q~jk+fxB29lJsflOa=u z>dCr-z7AhCc#!U-4=vU*3|Y0}Z!HSKLT9>eE;X<>nB!Xk*D5-8o_Ir9?j1qx9>g_6 zdkml~uAE)!0Y(knm_lv7$=sjL&#<2^)%BPTEutgNa$w9*%b~({ZhuHLhi`dk^};0N zF!3RK6;UaX^bZU;z*Kll9GDdDe|P4mB-(}&%|nD%!;VF8&|M*=Mjss)Gj3~+t>t^_;i{&OpG?PduL zS4{`s1)DUKXP(_eK1eu1#8Y`~|MQ^bR7)cfS{*U)va8+MY=2U(#PEOg=f_YRVMHgT ztThCR4X=$ZA3Sj3hYrHshs{$s*K6mt&{g0cw3dwY8&G$ovU?D_u@=8C{|ZNONy@_kyG6s~5E70G23Z+xiJnChmkTi-}7 zCTpJmRjLuOQGbh?=@wF=KS?ealr4ZUe@#F)KR0dx2b4MtF$2ew- z7%7qQzb+&R=$#S%o7Xcq1k9oLpu5irAcYJG$z-96T5}Af$PJ023B%ddN=9iJwssFM zrn4cnc|R8P;qfgop4$GeK^pfIH6`NS_j={|`N*N=!}1Vhi?V0Zg;5XV*t^1A2`^eV z$g~}Z^nV%?&e{hSgSwMPK3C!hEKkYRwpJku6)}$%rU8-qLQ-BrD&r5J8dRcx&(g_Y=5iO>iISy6;T${bPwS>d9UH|_`x;2 ze+29%#L~vG8dC8kC(q9Z5=p!pq#uwD?0KI)0Pe<)%|Ig7LPCsyn6qeEW zev+L&n1Q;p##U~DAo(yR-Kzj8ajs4l^16W6fZOqH*p88dQGLt+cHKY<8fY?s&9t)4L4u&@ zB?ak*!3717y^BT-D92;Ix8-wy8s;(keSbd~6&GB%uM}jNfVMjuUAt9{Cj%<-vK%*JvaKW|= z^f&|Z%F-f!3S8g7yI%>VGLiypx2wrAp0$fWQmuR+n&o<;)Lq3qF;hr5N~22r65@`6 z8ODm6sXYbIzEc$}k#>9Y%YIMKP#tJ?H$ndg(z7F_D;O`>#izWh#N?$Rp?}-@;`kcx zLCaWC2hrb}EUPi>m|iP>Gp*O}r@p4F3gzIm6?BEe`;MZX=Q#Bx7Nj0h?GU&kRiDgN zc z|CbsZvRuREIDO)W{c5;I1b@Dga^4B^$Snx0KJ?H1Ioz_UFF**90iPef8bli?1Y@}OLD#7Jro|eFRWmg!zjjj_hPl6eE)<4LuX*)9Wu>GkiYXs8!k~r&0 zANL0R0T5qje9=Q|ZNp%*!qZG@|4+6@^J;SVPolCPq7w}A@gH~X1JfFesJD(8e%6AB zSDQ)0&hhM;1Ccv+N`Gq*NhnieIYX5M4pEK{KK$7!4R8FdGCeD4EscSW!01&HnK)Y_ zbOn%bz#i!l=*~pop3Rj-eW5)M>IOi1I9h2fb$+%|Xarv^rerQ|{4~@Z`4+on$MGo^ zQ(T^B#R^Rl&x!BAhT{(sX}?;EI?2TBK8E*-=t_G6o%^G-7=P5sChDLGMDj(OnxV^C zPy}LqhCij&?PGqsddflvDgY{OFRH)#hp|;4G3oaTP|E(%6l{qzV$YEz7h!DDtdtTy+SzacziC3@(H*O#(1%FBd0>-DV_ni~OUUv>kI!CSk zXzpRO;q$Z;oPXXXq6TrfJ|aeO!$pw1^K_yeVOws7t?}U}|DCUWGwE?5fGvGeri8CV z$)z1;sbXL-(k={^(-2h4%Ou3lQEO)g%_u=MbG8#NvZLfXnSPdHGSN!Y$8UCKjU#4_ zI9hK500-0Ff1jiQ0Rhz;UOYg#FK>?MXhx}hI@y748-KJa+t(QAo0~a;9U`IS}_vjd6Z{Y$+Vbbs!{EzPPN{l!?i(Iyq50_tBG(Ld9UXyzlj4mHvd;809WYh0Qn-aC)aVIF|r z#yAVdw}`r-8|EUW=I?X7?j+_Lbbt;Eo4_|iouZRi;5_`3NZVj7+|gy0Ha)m>1Zm9q zPaWPCnr~T#ib#0AUXnDYoiAU+A2X7Fy(TCd5r4;E~p|3~dH^%GCgoD!hHX6+`gI&?jui5`GH=D$65zDyl%!p6(3CvPjK5vXoqq&JW&EsBT8s|qM@3HR72Di}PMdrCx^Jq* zDGDBra7fsqgP#xTi|HRCUHZXZ-r%42_&;dfJAAUQP+w@N+3eH`c%1 zVrL-ySap5&lFYBu8wraE?IoAGX?L^hG;;;WhDC$=BmGdk1?%r!by0)v;-mon$$v15 z#lli9d5CidWT_Rgj3%C7y0&*}0}peRHAODn>uD|_6JVN4_|Uf$U7B*ha1xLV+bIYN z=p;n-$Y`qQld5Ad9IC6X-YxHb?5s5pECpODncEt&%uOhQGRTGj zQh8D;>>!Q`DDfpg+uM}G1x?ToIe!EINJjakxn66~3XspThZ5Jvj-ANf0yKoIb(L;4 z28~rSeDj(rB^cZM4K~4gi+8rr*^34PMX6C1s4~p*Ed!VV#dc+b{DiBj1PE>6R-_OR z__AB^UHtHqygr0=j*ydA_EiM*h9>`n7qk1d!FvaF9v)p(qVsWVETZb)No21Dlr#nht8SAXE}gHPsy8^Zh3?HCvYQ%DnT$dq~K6@qz552(hdFyE+O zPrBxkIOLD7|I7?y50tO~N*=wR6nsfGJfhcM33!7p(P}XnH(8P_0(~b}6e*&cn-d?i3}9Ay{ZNk)oPaKDCey6=e5)}j`~!4Y=79s1yC@+132ai zD|47G-)R*-Md2T)ws}#Un}#vXFcnzRmgi~bFjfN0*2{$kz}Lq#ZS+9M`<@el;_fqN z@`TTyeH!6qa6=DZ&q}W#MlR0ko8@LFBgO_D2u3B4%{^zP)UNCH&cJ_=q!=OxXoil` zF!qR}L+#7>{JM%1n}67T;pFU*oekUqvw3817dfM1-5_K@Cavq2mbR2f8q7PZWclue z!S4KQS&DB<4Lo4M>>w;L0@b8gSNaAs@T zk0c`%;}uE_M7t!;$84w^n?&Cl#tA9vpjn%JF&1BCC@kh!U2Esjl@`5sJ%1IIo&D-4 zjA6qi`P}S|s%DLRJPO{Xpc-9nvJ{0ex-G>r#wQCg|HGe?VgfQGBY1D2-U(Lu7I0cfA+S8?a$EeuT8MS2LJ~WXA(er%>;h{}JYi#Ohh{ zRb|0Xa_yTn-+*qmQZwOdr8y&6XGiKHU0DlUnQp#!9DgG0gpeyl=eu6k*O3y{zrSiH zeK`>(Hhc8}segQjgnt)au4DJ?XXEpYyA1K|fkL`2c19Xmz6>GGQjB>>NKc2vF5zY1 z%_$IlAP3l#k4|7DF4Hg>dzeQ}z1&(2PsuoD3`R7E9z)B3a!rYF0e7#Mznuw979 zJ!f(8X^(GCt^_2Nv^hI>i7WdvwF0H5e@hw`t2l}nCV-aM9!E@3PzG)5zYBASs?;S^n@wO7qE>R=xBT*8qu z;i2hJlj@uz3gw+c;%}9;kj(vJ&S2;3x<_p?POBi%pZXX1>~O~~gG3meE?R~@ZGW-0 zQXuLip0g|K!A6u5T>?LMoL#=u*pECRME3j_ zwV)KW+I?m+?I}D~D?hKVz3u>3Tz`d6ArC8j902gX!z^-hOG{jk9B~C!S_(nwnhMvy zZ!Qi+4R1|1HL*MhN4AYfSKx^)6%+}H|0_eqNs4JzzoQp}LGrQVQUJNN$9J73rTCuV zl~zG`Bpac=@AV>?!XtnLTU44nYJ~DdJ~@;w1=dUclInDqAQ zbLya5tR8#f6a}jD&FG;RA^|bjv`{Se!>bx=pH}N#W7#e4e;&0cEtPp({A5Ku9FSwCb+Q)=abjJT9UE%r@h3{alpE6+~Wm7 zT&@?)Vd{oJ2Tp$6M}JY*a0qc<6G;I)Xf+{uYK2HB9q5a_e55n9QxVx^duWZwhAYGu z<02%?y1xwlRkdbmcAMBx;2-g@j29qrS2smx3>@R4`n@IfO04c(m8X!>O%hqtO7;uA z%_c(U8GbQ-+L7q>X^z9rO#&zxmnN}ddPEUvkWFA*#ufJ4$A1BaBzfCT{X(F)qhLg< zv^e54=&d$t1B<(^5R=O*Y;gPvwkemwXS{l*GBwvCS zO1o|~|5%E(H^tjTM24rbaw9lKW4Q&yJR6xzvA?SdBqK!@J&e~}d1Q`ch``Y{&p*nk zqRcT#;~=y}ekVc&su6!p;J=@56{&lRU&LAp;>-|i!J6{E2IQCn4HL49l zIwRQ0(6FMGp9bK>dY%j)VM}K&nIbeU5|fDo(jrLkyjbAkH*H|v*at)Qs&qHI*1pF& z)600>B$>h?ak4J7TAK%y3q=792E?4*@AlKm)Qm?&Xp05s3KM^Hb>+92K{2SX? zlv=>)HSksAT(1xwn&&#*;{-sF!yz2n%pHCXtv$a%zl|Fe0v3{onb77V!h7qPE-Sa| z*~{^J42?{3%_vvMHTA&`Im$&o;no3GXG)h?aUf?>N)x1GzEn3Z%Jkz#8g}Y~D+%Q- z&KyY`8Q6?#wF-Z2;zY>kBUiAigjOxL3>W!V_Tg|6s1HN~V_=CK5aoL_(j$KuXxWP(vEw>gi>!|{swI55gAY=&JNGb_A=|xKGW<=nI3GE5K@`u$e3E$}fV)`Lt z>d=SyZV%U64lQ|P^xB2++DiE0G&V&|g$t}H7@UJtE01UpgkgFZnQ7AZM>nc8Eh-q5 zhJuZ)bIX7F9l?Tx_;LaLwA9VlRYIuVC7tfDY44rKdknv&m=^<{0R_NPrr4T&;CH$B z01WGGRk>K@XuD|GJ2|6Q8rMxA0{?@1Ys`!GM00|*qB?L#TY)X>{JSrNhO9YY+M`2t z5oj}kQGrd)zW~A^o=j%Pf2&Azmn^&a?1(L9zSVyc$qDNt$nNi5pU+mz2$CO%9=pD0 z@QH~C?PhOPWV%Xs2rI8=Uff@X=oDi)Yl+tyi#Wet3ZP2CmAedXLO9FFi zCHjBrz2g&W9Ab5W4@40$Z;Sm5vwOrz+5oy^Z$iA0nHzYkvLKMh>&SHuSTYoL_{GQxApeyDmP3rl zP;-yM!^{VnCpW3!20)RT+_*hxi_GjC!om?!-Fh1bPTwECd`q7NWeAXy{52C1ijK2UEZZO)%=^QgdYfL$8_nRIV z0bXW8n$l+_ROLyAW+_+wu8KVEzA25Xg6)6mER;z1`{JvZgiTj_4b#?2d%}O=e7yt@ zPe~6*ggxZI8b`W6=ZY3R*%cYZNC9T|KvJD}b(12;9inhf2m+}mV%BD*d z$mO0ohI)6qbRQT1Mfe)hUG@f!_$aZzHoY~rI@{oHY~=qYwmcOlC8nQ3wLvMutJ-=~ zS_{?zK>k5p4Ic=?5|PP_jGKQs***V+`z*j9;tWhbIBpb7cQ3QsOFCmqCC@&w6g;t) z3|Ert3RZ|2sIbhvQ1I!yDF1*xAlOXzF!QMoXc$qK5lm??Jh=M=VQTyf&#{u$anR;1 zU`;D#27SM2F0n5~l%WPl^;g{$R@rAKtBQB=D;S_0{~dU4#$z7o2xP$kY z47J+Nrdg8v^(5UuNBY*@zaL^slP>JQz}O0fTGlyz8`x7Rl-Y?;$Gh!?FiHF1Y-yX_ zq1lHnmtlMeuDCRx1=6Bi-yJR21UIbyW$@UOqKd)ym+v8%1)9S-&__YA3SF@}*ry~} zY9DEALhjsqXrttVP1=77af3*Z-gFiDumMMavCjwQ=4hjre_40bB8G49iUFIGqf6R( zsZX++CM7g@>1*G<2a78z3YGwyndn2-Gn=PrTq-VD@p~3rO6=^X9LM_}h7I@1q^eg7Fs_<_v}Z=rbe%VJ7`xFW$}L z%S(Ve%4nv0GaY}Z_y_ae5}jy5E=W2FTpwVAhzl35_lc?Ne^n3hZ2W-u(8nkj> zqU2zKE_||$BD-^;TxXFMbkI^%^)y~(H+E>M< zbL>s&8}(buMO(fTlqVVnjF{JXK9Azo9kVgS4XbQbYN3CP-~k1{qyJisD+$};A3aRr zlbDDVEL0DAB1aDkHu(4DodygENzwvXo1dN=9!g5TR)9(eZ0ik<0D7h&1|D>0j0l8F zio8o()y%@00DUxlI+!-wlJbuWoNviQa&$!0W&v#kWQQ9e0&;!c9d(XlH76JiHCCkbGDdOo>J0}399RRbmjJ;B z94_Y}-;xg8*d>K}WQp$j1Pzss$-$|h)r*GTb-|Bo!vHHAax@3$*-Mlh<_rM*EVHE{ zZettBl-A^vkft0z4Jd~K2y2y@%ft4V!@hk`7|nmwe1N`!BD#j@K!r4hE(tGqHs8m^ zl|}J>K`L`#l~buq7pZG~Y}8uXp^ZNG#)_3Q3 zLAz)IWx*Gh08cNJgnXYS;TE8KTk2AU_|mdz6#+M;?9bkqR&MX z#{e@s8tJ1QO#DeklK!5i{F2~6eNmY|j3ChD+7~nhqKL*_xo_rMP+k6#;Ja{9(9S!! zrE6t!e0oABIDVlOX`UgVwu9446!|)*|Nt&CTB)4fHqFT?^A_ zVP9_EU@6JJWpf3M!m&p0bB?!d^G&z;8~tmhtqnL~c}4fK@1fyg$y2^~O+p*Odu|=) zBvqyDF47_F3I%a14XlCn^QQrsF4TX(gyvg&l0kc6`gem=pv%@KOR)&8xhi2bq?$DK zyS%Bd`AFu5ZhYu;%+n=FGYMPUC2TD=heleo>>9qHvfz9rq5(ZsZ|P1=MY_})(vd1A z%1s~gWn6CNBKSGZ6R=+XU{m}w|yW!+nKi(j!IZJJVSrj%E<{6 z3}g;CAkH(9=9f#e;S7o&+5xof&kBxG?);kL3GOnHSf#boHfP*xwS};h1qDMda40eU zCtP`te!~<}Q2Cf+vV!p~Hy72Rd2-_n90KkTAmfH(wD=ZdUtu1U0uDrg!ZXE8FW@95 zbd)D`4(#3z>#V%L0@~H!_Yi+h?7W8lZ2;rch7<#?e%kV$#IYvC0Q3~o0^e@8Fgay1 zT)#tUT&qk#%hRWxIznU22#^QN=xY4=A3_l4aT8Atn;LrgcUG6%%{~&=``9`$ctu?HxT!B$}uZ`3|C-)Zb-nwzlr=rnfGjNQ%lj|a_vrGl(ac^cJxev50}HD;Pjy326Drh z3CsBK+9g^J&Qk*4^@o3mno+sP;J~@7HiO39kaDs{wB?=T#9tRAd4a$v{Oz;BzP(qu z+y++^zGAmxzy|@`d&RlROZ+K-yA`yAK$(LjL(svoaMFjzk~L*e_yfi8ksak!A+rpG z?r~#ar5??np!@~titR)GUf9Cg)AM1MO9Qq__+J}jXGPGhEct)v99N^?mvm&)_InL; z%d3JIFzf&M)P!Xw0AM#A#2!}2*)(V9>_%ciW7hgjEB0GB82%E$P4%u4d*mufHtFg3 z*CEj;-RNMRzPY4;wJ6ypl)ua^sq)b#*P8J~bwK*zmJaDBzV=0O_WIKDD~#I&&c)u>!8v0mP$m4JB!9Y6s`|lEah6IOISFXux>^k zlI=JQed2?AZ$P?K;R0u98)~Wo{d=hwFOyeoAh#nWk3;U#@wGW)A;izg&g1r!InRdauVMEZgH?4n&;B{(8Ay;(?= zUDxT*O)Z_xw3@GDNqN&4XR*Gmg>;uh>e$*0`8?pRENV+) z$R5ZPI*WfNLbi7TfJ-G@Q|a{`PL&oIcYV`7BIMVaL)Zex&_Gk^ktGS0oF=3B2R0_X}W zlUN2_asTOF`L2CF#Z18FG1h@!d&?B!u zS#af;PHo*$HBJ(eaB^CQTl+mFOzkJR76E^5J^H~xijaAb0_Kvk^hbXME~$qP7Sz#gdz=NkNFj>(XwEzIo3Er zS%aSQVB@ru_dspGzIl61%^Y^Vvq18Wm}!aT^yx&flv0;L$JRevBogJZtmXKp zcMmzv|0@6O$Tw>`%(yE$!a+2$>{jy7jD&}{;xYw1IN*T)Ba@?5Eh8GxuCz;zs3&o) zetgqe=TR?=#;GgK^0XH?5I}2ZRdlZdnaFfg0>=$`r+z!v-2*6SaaV}Y1e1s52p~yeKe=Hf1`r>jsvLq!{Bw|mU?pS})1a21k zY817(z-yZZ61M{Nf)HuBrSU3{;X&Dzg|K_iC&z&;@#LuRd>xsg5lLY)V0Ccb5YzDu z;~(@U0-lHNB4auP(2E_Epe>81iE8uBDM&BRE;of%;Z~G7u29M$3NEi4`>eK}7>Q|C zsEn_AX!<$83_ImFBK)iwmzjT>z5q}NbNO>9B^s5)@c$v z#0xWqs^!ea83;8ao%1qAMIs^`{j0E z$U?iH5M=$@90|7=Vs(Gyspz&6qOHOm%o$mHG^vtVnNRx(UWIQC_n%c2^mwt@89#L* z-xR8)4BZ*QsTyK7MMI>C3}e8uyK(8hh3lqxca)0(w1gGeS`;Ug-^VeEfCn5e1gW*v zdZ;dNPq(kYGc+O|YqsUm0C|2Jlw!f$%^#C%IX<*az5_U5t5bg@dUo6UBM_XuP=SlUei=2C}6Xf4|^*G2bWMFr{JX)U?il4^Y%vKXp%>hl`5;#5Hs zx+L|Q{VP;tUIW0ewD={h*q7~_zJd|6JngdGPYeKc^(B9>vfGl{*nbsqL_m1+Qyyd= zQuY%H25H>xGNz)jn5FO~S5Lc{o?Bcx4m(

Hb|H8S%_v!0v5ZJJ1n#{S}i=#s4 ziJD@plj^`U`36>vf; zEW|B9;4c&&%7JnlKLxyx~AK_DyHTS^211hwYh6!>rETZ3KAh(LUKDaHIY=oU zRZ(HR+3m~3_5k(vi=UqsbG?%v7%Wd&y9^0+_H~d#@F`hZKPi_v3sp+SQNRa^rkLOn z2eNZLCm@>M;4CzI7n5wo5{aO>Z3L!b0@{B@Y(;=Ic92wN9`FgyPkx7y!TBjyX0DJ@ zKrmXMr#(urL;rYuVrDd-^T{ELBsJ`On>1`DKR#2fbYcrlt~9C;?7?hlTiL1akg)~s zD(_HdCMRKX1U_k@a^cg`&}R_}iW zD?wgUPh`4Ghu-TBC>&=FdwHw<31euoo?n*?VhMf!Z8S`pM6Ivcw& z;UQ}(R4%)ArR0cyg8c_jH1SsGSH^!*wscsqvhLN)6K|uZFNpXATjaP9@rRW^S=w*# zYKa-PyN8$)UGB8~2Zd21g1AB<0K+PB1LYNHHP!yHNKP!xZ229Ou| zB$-ww@86G6=M>H6O8ulI=d@9Bs5Z!M0{TXIUjoP2zHk&TZl$b0Txv&!I(Yth3;paQr<}LC7 z4iySSL;|w;Nel$(0i!{iWlDeJ!2=_qtJ^zhE7?yh@AC(bZoT&Zg{Cm)Xi_*c#0qhv zuqG$+?6$tryvRAJY(OS!V22GQvvDt8sqmKlJyO@XC99IAjr%v2POw;?KM@hwu_!~n zs~{>Dmqt^%D|%5Uc=PIK0ly~1%@xo@@lhytIrU-LAckPjSpDF$frU1@u^8W0e)EuRV z?>pOh#$2xafxTICpzSbiP*V96HJ-Y0WA2CVbYcRZ0UOgJ4M!_EDJ*M&SpKv$hoQw8 zbPZXuoS)RyQ5vT^nd^W51+kdXGxSR%cd8+r{Rjww5DO$&fMQ-}@6TFI&S)hPcLKlt zvEF}1Ba|wrEVNo)0o)mCtCYy)`swSr4eah4b z>jTX+r{QG@$E+ihVz<=L>LlRzN`DeoERBlk5y?OBs&(AW%FTaR3@5^x7+eGmxJ2z6 zq~d;<1r&dke2qQ1OTC$Xt~}CP9`mmw*u1VC2j&`iMDDlP-6PqEW775v(gqcPgl$2X zf2PJI^kqkMN~KF#TsOp;$s%kZc`zQn`d~Zh3;LonMk*kLm6xPx-$*HL4iB@}^dZ`~ z60&ka%0{{{5zv3h?j9=F+2O-2w#)_Hff<)X#hgG^TNP{?w@jp+s;%1W{F_nz#8J$fL!r!r>7ZV;pK zGpFh9oPT>coKeysWfRE?09hAMGdUA&Q9XGZIHID;_jP}phXIE-v~(!uv!8;^bGzDn zUp9*cqb~3|_0DJ}q-}nV^MaqE;C0M32qXQK?T%cJ>zzWdX*mV3Q~KYPLYfsj>l@|2~ zq8b4S__z<{R6@8xzd!%(GN{w*zNG- z*YvqbDLRZ)-2K-Gx;%b0kwQ&qt54lTm?1jo#(Tc0Qh^=G<-BcDsd7{ATBzLZr{`7jr0`*66ADD?U-#gP3yIWu})(cU59!$R7-~`HxRjH*J=o z8h|Rf3^E2A0Jbe&C}w}5TS0A6;w;74*ynUvlFPYvM*4JU23Z*P5ifalElzAIipTsq z{{^bh7M?k5l(S#oIZZV5D-`CH5F>xemN*ACC;&L>`CY#SG*XECEMX2(fO}YMK zf_-oXn*|!~QxW9hc%THkdt;k+nWP5yuQQpS1)*5oYEKIydni9M`5ZZK+o*q>8Vyi8 z$BXm)lm{<8xNqeLtpo~5rp{9mJlQD>JHc|KdZ-lfsFy4x`#?xx#SS+Hj4j;PWyVf` z#AhHl6;ZLyq%Fwk1!;?=>S3~sPc9Vwg!B${AY$UN8(t&zl3FErrPGQvZ&LClU}T@* zp7aV;O;5(29$JYI6Nm~Y0w{lATFDWEz-$8LgKdT|3x`JlMpq0gIWbqjB&se8%4&oK z|n9K`csbD<=8`qfRmIE`})5d!l_buA@yD|&y}j})B%J7QYTqqt;e>5RSJfZA-dB#@GMU6r$GG#q+f7FDvn zFW093#kv*=hWD%liuJF(LH#cARW=@ws|6D=4`1RQ&-g*VvtoC4tao^YhW+AR$hu!9 z8EKf2LnWNuPV`iU0NxqCOUM1@gpfa}8reN&T!6p~D?uxqL<4`6!ckOgPSnC*8>J_$ zI}+448#`9xX37tx^F6m7u5ez*>^ zKDYs$(zxhIX?h)RDaOsTyz2d3fZgIT8&$4^^oT=!`s!S@Y8nq$bHu&LP=FxAm8CTw*%%9)q;mAYuM)` z@oIT`7c~`gyPvN7nS~F_T~$)T<$3HGV4@$|I@4v~kp^la&H+QZeP2vBhq;H9AyO+4 z;S*W}H>ya#Aqf5OAiBp(I`!Jj@X(GfSYg_d4@)WJ@cn;{8E<1G5QQB7Rc5p*X~*#* zUc+tlRv5C3t|Ey$a4)wtC!ar8Kmw5AL$FftkWsg#HGjZUSrd%WJk3VCe2=D3SKe_SFzn;SvXWTU*!1yr^9M5?bf$k z71KgGi1B|!?H|W5sJ&7uY$oy>QxlkqLid}X6fG5nC*rv)=xWi?S0TkQ*AI|j8Y3=u zSb_U8lv#HoZW`#pSs=B}Z2#m`dKa$Qm_u*RM_Ov zegvSmh!Q#i^lMH>XW;dPQ3|zkqnx)7CENfKF$BGZHBGhQXCv&AN)fzC zIm=2$z#+rB`e@BF_tqef;ME8dHKE=x`<%85+lgNu(7JgMG?)LXpr?giE`$foQ0GjX z{-^-_J@S~>-t$Cub7X^-?@;%rmKyQpTeAQQx*P8^CQAeW>(X3S)@B=FSfKbq?ftR@r?a$h)N)%Sdra7?>*;xoRziPohAdh`H--t)psUAtKNz kBBX4%vYcE-ny#1e2uPMVa8Ih@hkEuV5F7@zFlfn#AAGBMlK=n! delta 528061 zcmeFZWpG?Ov@YmwGc!Y*nHghd#+VsnJ7$WZ&Fq-%n3A#Xss#9xOvh5 za5}$oT53kD(rwKhoEr3ep>Rxj4o0`*A_d&nK?7A~0JR!c{WbD3dW)gP+Q*n6Ty$H5Wgi|e*#g?QleP#8D z&`jEt2ZS&7;MIkHBcS{J9b@*SiG%Yl7z?lUVt@NNCTxFbH-zz%*y(?l2D_;VDm}GkICgzu)P7&qqJ>%i!;KI%p{-h<7`D;DDH{b zS>k8dt!M1Hp#F>YV5m=QAH<w*98bVdZYGT!_X*UDEXkeY{XZ77>)(G_dYGwHvsB&W;=5qg2 zXcLA#r4|89Ojzc*<;eEE+M26xJ}Q$3-oI#U>pgB<)Z$2_{5WwZ!|q!lWHeMsNl4aq zI70d92t*uL>#cawJIx^9B&2p)`v00ekd{7C73dF^a{X@FH(RC8bnK|>1vmBcMO1Ni z;HNn}88aVT-3yo+Q;w7*T90KoW8C!ZQZ@Lsha9-}k9Fy6i7s7*7z=U;O1 zE)aWT4Rv7dvhtQvf2z8RCSCiTUlM%=7zNYV4tmaA^?_kLwJkwpu~Qes!kRZbEU3_6 zgS**CXp9@t581aL)UTkjEdrDmY-bux^_?w>HU>5Ip?MUsClBktw2CC7vwngzuko}p zy127l_aY$6bMq8e4V=*9=@80=@&dSGBSB!f5Ofi&aIAMHEa7~MCN1QS;od8&wxkh|TiFMbh3 zM!{DEEQRqE_L1(&E>>%L#gS8)Pdq*982{|Cs!ahjV;k>+2xRNV} zV+f(RMdGSeWb!7boo;=IKW{rUqP35DZRg-2DdEiJ{`=2uAFZ#+TY?h zCVbP9?UD6Zi>`cd;DrVOqgyepOyflC`>n)2%`p3&<$de|lr*YCw8^5}F@c+OE9hJj z^NJWq!K7BDBZ{AOYkfBgytAT}H~aJrPsc*UYDn?t6n;M>#QJW^`E=+{R)ID0&xx4K^szODh`i5kLCfBPX4`e==T=)kty7Y#z^I5*`*w!Y}}3-(8_gaO>t zNiLj4Ppk%I_!=8^u`I;o#DIivvA2s;Ck_7nzBw^QzycG&I-H~|_H$Z}=Qi5V1$o#- z_j)J5ZY$RD+fWd>!UMdwy+`6zSfK+RvP>O8inI_X=wMk`7}JTmnEq-!6Wf^lH~T_B z{z(A8f213+5EDp$B>%|$|3fZAU6cQldPu3smUqQ>89Y7TF zPre`OKj+if5{-ezEj5Y&W5{N}Z|-eDRRxFx{-|vO{-8rQ(yW_ILJlE>+DM6&fyWIVO9onqTg75l7i6K0Fk4wam!Yi3H#Zx3m&1~xMDccQ zhEiOzUDKM(2r0LmXB7AMmAs3=Iw(gsDXCbR|jyqyc1@#Ly|pN&@^8~yq|yev|7c|16qk$O;I`q>ti z-%8bF;5kkF-49e~wn(=(&|pa(VPI2{yd@_Bd+`7=A_RnrUQE-G(BeHm@iTur#Kh;g zr8no}v2C&{@VTKfUb=D5CN!}U&(ss#-2p>_1U1bT3N``33YWAK;s8`7)Q?2n!rYoAF>q-N``1S^*!lv}qB>Hz^=!nts72%$E8>@r9m~^XtVRiM$T#y=L zRp@Z9jN^UnoXZAtn_sSUm|lExcuz7WN${eq7+$@5Rr8b zHjvn)B-`bl@%{Lm*L-(r!CaBj0b5QtAIXLvOG&Xe+Y~cG;5usRz8#=R$)$k(<1Gcj z7-nuxV3maX5(Ii&M4N*|Dn~Ll-IE1a;6(IYrpm#lztf(+!s&>Thcgk1rqoA{C z=EtXlFL-Cko9cr7o^uP>(8e#Wnm&CzQCdnckm{vBCGcC{mh3|7Q#Wfl2>+(GFJo??pSf_`etJVBG&+ zw1cbud(jSV`R_$L*y+C)?RIqkAEEvCWKbma93Kd3K|leblY)ul*j)mRrRgmOVs#9l zrUy&}EjoNO4Brwaz%ajHC+VU-A^SG7Ht6~K#d2|2@cXu{G-Om&V+P;gU6b7;byJbP zn*i~EeGPSk+Z=Dmuvprwe9Efg2gIHyh!YDOyi(sl)Yd!cB74}`CiqrndM zlbI$W0~99~LaZ3gP1K}x5JJWA0(SV9)8qttUiU-~(#S9ED?!^9!QtJ=d)4E?9%V#? z*lAS1XTBgXRJl6w>+}Q9uNP&ph>cz@$w}tb;NF}Tw>9LuX!=%dYW*#iAe*QAG8J*>OD5gw;{g3hJ1e zL4=KxTM4zF0Q0MG*Zww>Tyi{6eQ^wtzmDp#(@+~tpCMOBJgd8YGWD*1F|-L!+|bTi z%CD05M6_Q7dfQN!G(kejr*!{>C%p-ud`s`d)}e7(_LV0U4#=&B@lcG@m4;}qWfdCm zkMMa+$#D9_V>ou*lr5Blc|z+uBe37=#tlq8M)}=OOu8pnhe49N9F<%s+lNr=OcU2& zs2f{?>Kvi`zQkGxT-aE@^OO(K)(V}UJp{}VJYf%hh8a%g6U$w9&SU5-)6Wh^cE9Y+ zU{bK5FC4wl7xup7kYkdc4Mr0F$jVB*gHA<>>0M`ov~Aq^rQKgc$YVfSdI^;A2&Jo7 z$ODv^S~3vdL@xt8_)~#cVbc3dB@S=Ku0xpE9==%PDd{$ccUT1#bA^!{M{QJyRWw1T zF@c}uT>INEu5)`G$Bz1K@o_O=SdUNX4vEuWF^;-UTx zr_*MfNEga;UeKniFjqm#Ted-ZNS>26&I0@u`kOo+6NUWv+w$1FV|nPOqJiLqs^f93 zF$?K;J5)0kR+V`=jP+5a%y4WSkM!_rCiwF7W(BZR++~p|@Wqb?ES(U_$c7`|vGzx6 z5IveLvK>C{M1*|jB?|8S(NF%EgszTdnn;=?yak!*FFez5y8r&Gj`)4A@sKA;uRnR)?4;GQvE3 zF>8)XJ27-O+FaHEUnXjOa_Pbj$+G#`6#9N^vTDO9RTRGXmhkt=yyW~#dBR!oCOD#I zDkt~{jhk*Gc&>BVIFWHu>hUWd%Zld#QS@X+K-%Xs-EY!#kcW<>(}@QXyk$@4c7DV` z0$sdmI#&JaHL%PBHKbfXn4+H$Jwli^kcE3R5DoD(m@10{0oN}W)Nubs(=^rXC$ytq zEp(ZPom1<5+%)CEr&;dE5f{=06Jcs$kJEwG(_C3WRzC0i$;AP^7suq(^|YD zLEmILW=&ZA&za(r9=|4k3T0Y6t;+angBCbR?4p}&6e4ML%%Ae@r~pYTv9HOsp~HTb zR~Tfz-Bbiat?$kVWz5n|ttpA_ZVVubU*~E!mIxeIX&%X$h!&QBRkQ8IazQXk4p5&m zw=h@^t;{z`?RD+0fgevbK#~oQTY?PHF1yYOMyw~w37s(%WY$NK3bRAlEhnx@( z->%ke&uO*l!x>VK(SC!IYWE`26-}-OwO-pV^8NJypTMTjbGD)H_(SU`TYc#}biW7$ z67QIrA$xAmP)0L=xLSta5r0UATS)`zwr}GC7Di$IkMzjfI#R2oA4_pf)YY)7_U#52 zpY0FSuvoV-m~1bdN#xpkh(5kKr%#e9;2Xs0qJI#lJEBYeOuBb#YQnTax<#RaI4?rH zVBM@kn}`5<85bO?i1#Y?Gv?sdO`!NLP)H1F0`JVLdrF@{0tHz3%h9~tS+D!cxW3Z~ zHPcA>XTBLS?Ar*jTD;00BbMf66~;f041y^o2e1&>ndtrvXC@*ru~Iop6)kd@#jLyR zm#$LTb4hkA;aPM=f4g23gXv@!3Llg8S5&)b?E*0`Vr5uP5b>oYcihH)|m~30Y z?y>I>C-7p`wadhsttMVHbSZD8<<$^Y1JPaEsS0=~zgIG_^AfbHe_ys&&0g}6v0xAW za0644ISt}BorN|17X8o!n1Z!?f-MewxeL^LG0K~L?qT6CPDUbD@x~3tR0kef0(7?? zFn>(_ve+H^^3-9t_MqzRxc$o8wu0;zBYf<(S+OGjgWU&47iA%T<$JWU&E7UQmurvS zYC2NtFCic$_$En~%eszPB$sobYwkOYTKkAjwy?h3dsM6d7?L1U5Hz$zl>EyQET~r2F3>Uqmcb6|JV(}bdu9lEa%3<-u94&t`E(_1YcU)(+3V&r9)mwU&;>;N`td+ zmgG`efzI}JcxMLfoG@N2gnS}8ftjSeSTx9KGF^YaA+r3-=B(&cn~-@aK3)@g0`38~ zdTT}t`^C@igUO5~^znvhpdpN_6CR4?Ae!INBn8jH!N_aXe=K5k(5N5Y22nUl(> zd7E=n_g8#5GlbaId<+)hyDZDzXFlZJ`xxn-4>U7*4L#y<3~G4GnncB1Wy$=>U7IJs zr0z>PyJWa9;WTtVmB=?CaP@w)Fq3YTCZKn}ux460GNYW&G#QKT6Xy804`ySvQ(ke` z`5h*VGM+^20XBGIlgA0vy#(yU>cPT+=p!E$d~Q_`rAO;%Zy=b`52P@-Ot){^y{v0I zeVCu-81zTZl6jw+x=zyocOQF&dHR{QHEG;^mAHs-m=a%XmG-@v&ov*$+v?>Z{v}Ra zfFy{m!ePBB3XN~t-Y}Q09l~qB*#!ocD5RjTo*@M(0Ke&#fx8ZETzJw4v*a3y?<+JM z_QB%T>wV~oLuD(@_3XD6$j_h94p1e61!B9#9zM7-E~l$*g$qq( z@^IMaA+)G#`>lUD=z`1cF#GISPTXo*46I2%keEAU(=B8}g1Y}4HeZCK;{t_fuJy(9 zYNZ3)h_wDzU@ZLZ-c#Ye8Fnb0hb`px-V6GeUt`MvwZakEgEmXEi0>=1^R+~H3~Q}U zSG)sTX#LGcyOaT^avYpCADDll`6bEgv-k*`Ov_uSiN~(I?4c(m87(CdG&6ZOt6d-o zY-vvtL@oSeaC$-@b)k;ig??7^$ivSzOBsd_{%gOm(BcCOkZ5z_Q}WdPWrmvh6dO&( zMXzl zWsosuOf#w=1xqI)G!ljQ#gbW3?u^Iz?0+& zT4^fMiVMTl_WR4Ui#v47n~$nii*Lz2`Y>0}AdG9<{6@}uaTsY6w>V--bsiunD2a_Fi8J(CH z$L*G~LB3WHgSGl*LmLx>W$~$<=CiNWzy(&n!R@bVgqK7bk*;Hn%P+>ls3c?$eH>r; zhzq-KA^ODIC(0Hg26$qhN|O)~r5iDo$5%fn87}Y-m=HxNr)~Gs9;oNCAuX4hcy}$Y zw3cS6q173uky6n(+S1vod7QFR>lU?gnth^^(&@e{&zSg%LmQPokWYIxOiiAb#||MZ zgjX&qhO|HfzYh~PFKt#cZt{X=?|IHkjW}Q67#8N(E%@Nlym> zYnl&bJ1h`K>Nf`2eR=9^6XEi4sHFC=InPgxp0U$8JoJhACYNjQ*(t*+vb zYL6+xUgxlI&7Pp%3xp_&^MLJ16qe?Nm|Ux<|@P;g;)DeK#yC#w{+xKhf;( zIoe`}U$_@9TTw0gB_vm5!;#9Ys*WI2k)T&xHnUkx!$ha@#s~B|uoKdQf#;>-iK~QA~22n}dh$IG4qw!f3*tKBN!& zkr7|k?}vtt)#6Ey?=?&T#q^K3RYntt8D_TVAD2alY9b>AMezJdQ0dD zTp|(81p-0QVQ!vz+WKoJCx^qG*R(pL?T5kBhlNkbI)Mz15EHY;_b=W*LU_O95Y9%Z0JVOF}Xy3;ZPn(@b1!?rKte^!!@a@$H3~gXh z*TE!nGQ1CMA6Z8VaeqT%&(x~CILL@T&_Fw{Yh z1ukY?kYKkcAcFC`CMGv)w1;nUW92tBkBcKUwU&JV?mGo;NoRgYEKtz3685^%F)POgI14aqx#AqZs^VS@Ujv1sW$?Z1s)+ zK3H+_=p(JCD?iN=cY^otLJhQi-vYXBZs6Bko{k%8ec=wM>j#`YAtgj~1BshEja~cb zZ`Mf%#E~`j8q)#a3;bruX*f;8((~D?76+ntNRJP{<}L4qpuwing#VuHQfjHWAeWH~ zp1-olWNCWdzVc?iVk0!I>GXfv-TmQJ1OsM#BYsM;s1b1YT{yqhJmf+!Hoq)n%HZKa zu6Neg!av`q7}W<8gmNok=Hh)N9X!y-Fj){cO5v{;D#->e)fy?G#781kzMF50=Tv_OQ4I!txf=y49T(4p&_^L>0m6R>KPI&5* zO$V8mM4}ydG+<2II^mYr93Q8_kFnh3ykj!MY8Zz#4YEgW0+0&zw>k%7vL4!mZ$O3W zx?UW+5_?ZxOwoPZaKDCvM6} z9VAF+#Bh{JCD^^@-#w{hpFEsYArrW`{gRJHBUoqD$h@cVD?l#mm3$D!5q_8D&H3tF zsYR;T&Q28nwMUK5{Q7el1%EE@ulY4Th)3TSOgY<*9Ct1RY6p~xCJuab0z2I@?0#8Q z^f~lfPoACk*mZqwt1XMji^S6?r%Gq3&!GNiG_1NM1I#sF51*FcfEtR6*Hv*EIi$Rm`l|{M4Fc6c-;DAs#&)Ux!8v#C(z7>KCGc z`{kC7?8DQiqP-Skvxi+w1jt^8H%{0V|0uZYRiMqTx^3xPo1_#oTzKWt!Rc5RB3(X2 zJglHZ4rdj!ok1oF=R1?oI-84bf0cLn{G&l5q#R;;ha&HCnok#qb`-?=(!*@ee)&** z6_9UIQR}<{-@!GN)ajL}dc#S1)u5V6A}ML9X{lnkVe>m#iy^H9foRI$RCy#D5zc%m zrB6U6F3l;|3kk8{Z&z#*+n*oxW1x&5r_yoMj=C6?`^bs)gs4!RW z=1fkaGV`#hd8$7lpEW4bLRZTyPcl*{T6-X;(nSA8G-P2JE-Kg*<6tkmo0vQAs)@?H z{WTlwB7HhQ&4G~=8={!Bt(;%NmLQEwio~-q8^*op$h|oFW$Lm2dsU&_22(?#GMT9~ zBfT;KhNGaSR!pK(_1i#&OBSnipgWEP8B&YPFhnL~g^FG9T;vVyceoM6Hx?pJtN>;D z*74yDunqwg0_}-7&Gt0^{^&bGbR_A)^7X`%T_CI zLX9^ED|=`N_ZXu^djI~o%FwNQi3Hy&x7fY6Fc?fmVIs?bx-Y@cgLQaAndGro>qj8L zkr6AJ)-LVyOEs!9sOFFg%Lf^ihJm*eGVfv_eu@h^a0EU!Qw=2&BU{s&>c?_XWTyA> zqB&(6Ho`R|9S(NU$b9rKRj+7hzJo7^F%m+QPaa<^wc6_I!r}eLBq#!5MdIxqp;CmD za=d~jse``_DJ&gm@B2_>Wgrge+Cz)j8Je^_+E$|hAs6F1)shDqTQ-Y%Oz>}sv0?wR z^k0_#%hG>Y`Y%iWW$C{x{l6;1vHX`lodW_E@wy~zVySX`WBr0U8*a2|a>)8mcSix}3xdv2PHpVP z9@?ef-r2^StCek&GZ( z7;Sb7)=0K7;X+UzHC(Veplj6V{Aw8zp%yYeZU=xX8!9se zVFl{MhZ%81vj$vyOCB|tzejnxdrHXhCJxOYhc7_QSh8D zNBj3wHw;K>{8>Z&6l|VE6qUV|@cH-tD-RXbaWwle$)xlLGcQ?1WY6mx=$FBR+2g>p z+n8L%@U7yKYfc^|wg-pm*N`6xEVSm~vyA*E$ z^zT1TAQLFxZFcF(M&Sozxg8|jPAstzHPeoU-PKZ#( z%l*U$cimEYRk!`YJlguLts3>l?~qzrdbom-=GHOaYnc^1~-9*X}P&_v2NRB@I97r=lm;pwutnK zzE7D(^JGwOL~E@Y73S^x+^Vb?Q0@RmScz2=DEueu5*D>VLs(Be0_soVOHmi_nym)o zD=a%kMNsA+=-uF=iV%mg4z>YM`=xzEMpF4GS>8U%jnGBjwiwhRG~Cx%KQ1W(d35`= zr=KU$-?pYAhq!R*e|j(tgDCOI;Ztd%euqo|gc5L)TP%`-iD4A``=w*f4k@Y^c4MyE zF;)=kRw4>R4jk5NZnO%3uH#Cc2hBAYdcERPL$(NXf2_2`MFUhvX%3NWxyc|LwX&}D zmN~EwhpW(+Zy2Tf2MxT^S9Rb&E3(EzdzchG?Z<{XrU*ZQJMnu}@mKrxVTn$vMoC(C zbWvC|&5$xmg3)3FQ`qOsHD>D|1@qM!r=Q76K<4&WnK)c7%q>PFWOD{WOGqBsZ2x|H zd%2pai1rfL9LveQ%28fp+RiS3?1YS>kKcP? z+A4cXffu%)1p7KCj*L7y(dCs!npYhWO6qpO@P;n3&*k#JN;HAy({U7diwa&H2*bT|N3%LT-_BFF?-`c21vT~m>1;9 z1__{JHP2W|>_a%{KE-VXE&6VpAw5G!nh7%H8Vaik%@F;IGEWRh@3g@8k2;Z^84lPg ziq6B1$XiOVX_qYFS0fY%42Mf=%x((iOOc#rvF+xsALv7FD1%sVYA@xO=AcY)h}!}9 zPX)uI_w(u3@^(gFXGo>7qB3cuWs={COYu6t(*BDwh|OW~<%Y4*l7XHp(;x0wK2#5c z-zMpuL95>766xI7G15qGzKITJ(T?I~KEz%`Yk8Csp0oN6!X)GHGgao})9ioG;?C2Wlk4r1T@&0H+ z;N}NcNL*pOj)w3*<2{EdQbmYF=$A z(2u_dcsSt-ohac_qUUC?hacG_&N_$`%H9L?9pc#`lkOz7P0B>Lwh8|^qlAI=(9z%qP%{l&layZDDCpVfb732q`H2%wFf4S^0 zm;L3kzg+g0%l?1NW&dmw5{mpbw5=9>iZO-QfT>W4JhZ5ItA31YTkcuh+tEmeFzOet zKtu=s7@^jtSy=qdYY<1ca+iSP=ZUQF60ti7Tj8D|Y?ULl90sNMn&9o&C>OG~^oQS< z$qIp_MPxlf#28X5WorHFr`J1cLr^3j97E; z@MF`3i?d|2Sy5LL{gR_+VWCLC5(RT&d0b)a`uMheney~%M3H4uDLJ>A!8jX(1(_hx z7|i}S)TimA59t2Wpu#{^lrVSFMEH@@wk0dv4M8*?*Fdyd@`NPNRls5Ln60`eLt zXGJH86Eq$b?=({j}L4nXE_#}JF!ET z5Wa`lp(X~g-hk35{*MC|D`!ADGYUZjxQW8J=0_JdIbT%--?!2Zx`x4NPSU zs}w59vDx@nVgjNO-bsSYZZd3HZ?5~m_Ui@>y ze>cQoY>gsFkZzW>V~+LK=yRi`H)?b{?xY> zV*4?BYdxuW2N%=3Fz*rViTQSfn#mgFWDb?1XD>X?( zdC4UaPXp8*)$q)z)cb=gP2oI`E&#n!n4Nm<*mDdeF_u?(6Wpmc4#oloCDzKvh=gvd z$}*~vLr7mD!btdS#%P+EGP}|d;!(X508b?mz+z}GoO2k5IuB#1yTKiAz%HgE|+J3~u%3i~InKf`_oSfj0 zdpR^8!@7A3g#~9TyTYvN@)XH5cxa%cH|%~gH)}F@J;yEhiTXrmJ8gVDKLIV^Hbx)k zf-~1Ts-U!cF9v)aHccRgtZN`N)J?WAJLhKxIam_^Lg`l*SQ6Ain3l4Ta>$(8P_Pgv zRlh&`WYk1hkv$dfl{O|NqC3W0^vg-xH*+PZ=snW&^lD9C@~S>k^heK=Zkk{&(aLzC z5m}`M8y*LW*H+nN*O=y=8%RIqfAIYITSU6e2RRhTc++(0;z!X}U#MV;+7Tb8VFKOh z`X$D-BScM+7r)?}Br7PM$b19@B|cmCmGHfo_^~4~+gHpIbGg@;bOi#YeA$xbyPqS- z=_^6AKAg}235@ur%siB`=j8Tw?)jJ~`R}EnB0KCHT6Wfu=mEO(OPGiRh<#wPT4uvS zodRlv&2+J_YGFHlfJkLfl?RX^)8*Jz*${) zpyFmu73cm3>IeNwJR-sv)?@6PGheb@D>!rLLE4pMT9PL1)+Mn%`w(-o$Wbqq3}qx7 zo6ZgGSO!D+!7RNepOKtQ_nrc-ZP6a?7YV%|EBDjc^KHxWy#& z=)-4l5HWV^A@(aU&+Y?vzL?H(VEA0HKgFh<5w);M3Bab}KhyoYkM}P@|0U?Z1pSww z{}S|Hg8oa;|639Ce_rQ=M@v;+{Jj$m#*;uZ7Fqn-ZVJDi2>YnSn|sL$>Y7$X|Ec9s zi*ToiZb}@}LX+wHh>5D)hs<}h0##LH)7{^TD899>rBO*lkal4dOG+XPeysK0?MP28 zf0ct{Ut1X1(tX}e7Hn{$!OzS7o}H+jDYdN46l_I$`@EDR>Od$IF~GmAThssob0Zxp zT;TT_A}&QQ$Wbg2e}+nAIISS}EkHEdi`7hxB&UDM6PxJ44W@A2cDVj_0Ih_6sO&y# z-7!8!X2p>QCPXA*XB+*2qjE&G_obrXWRm(-e^9PFMvn(+0$wSdBasYuk!lHdEt1eR zK*8xf5>4=$5~QDl@+Lp5VlgZ}*qi`wa0nMl7;?67)o+HBFJ^J~M!+rQR zP(P3^)$K{tM?H|4KLQt}C)pen#5;VM(Ef||tIWLX#bhhW&#$(u3Ow8t3A!CM-J+jW zl!+_Uj|#*M-v=-UB;dx9&Yp(0>v$k|=Kq4Z6qfTfTsq7Y*qKi2nG2-!HZOyA0t68o z^A1be^N|3uq*cDTIDWo5Qluc2gjtUb`FtUp#+2MZ$uhg;Cmpz+pI3)}O&RGXtT#dR z&M`}Hf~uV(5LZVV!VfFw9jCFrR8!uk7_!d1L#QU{dv>Q)?p-$&c$(B>)ZdYYYxc#k zHZ_J9eOFQqkpWa5a9)hRM$cANXyG`_9)D{`v7K~;@?8fjJ^8;e>F|d>GK}LDc>MSl z)!h@S*(4rCEhAMg=qLf`tfgaTbuWG;lzTh6Rn3gU?UPEM#CZpLA`^j&xSqaa6&ePFF~&R(0{<&f38AX;!nHIujm_Q8C9 zVCwleM%R|sFFj3$aYGqWL^94F66SM+E;ver_d2D}j@LHN-yF6DnOvCe8jay|Whw+K zE|fw%25Cemf37c!!YZ`tqJ&lX@KNk`&!GJxH5(6^9U8bC_8GtL9uo=t2t4%7E;tGk%Flp0Wu!?nNLMfv;oYF-1t%X=jMq=7OI1I3__fdTd*+uM zkvyZVQS70`RI=tJ+ICjBI@ZY|5{bXNcMPsy%Q>v)_1I zL_jQBhfa)AsCPpAUn#zig*m-adfOr|D!tH5Ly44Zh3*oYXW7O9BWEBUTZumCFkbx< z>Ux{cWk4g7?UQp#(xSq=;uGCtEHouziL~^j3C5d{=wCVrV*Tf7^lM(Jz1X_iuix`3&xCwwl#}xO{-%ScNWZ5i9E!)I`%$L~ zRfx7IBpQG(!brCLsGhaD!vhg#7Cy@Xj$Wn|?g9e{D1NN9gkOg!7fEEps_v|&Z0zDb z*x%MY5G0Cx-6D~6#XmCe5}9>(bB1CRJy$G3( zLJVSpfMP{`(C1;nHO`n`{;AnVcs^5mi8hzGyV02}AxE>K{XD?-nf4oKQwV>}r-l6R zE4z7`izvazsm!_*etfV)IA7k!h(kkU3p1pXaHRfE9ZN5-mtUz)iv>IM#yXi*?7L%Y z)cQTlDd$Lp=numiXsNEN69Wl3-zG5h>Zji9WP6iGNsTGwd~I(t=PB4LL}5(Xlq`X% z(o?@r$hIhO^z24SLf(yLObWU~-!&|YeF?cCKbt2~{05{Zqn0Q>#^J26gA<((!>@2G ztgX^_Uz6R?w@dHKtx$17r#Fi7WPByhE;at4P-N1k;4BI#{MbX*Rt2mY9}JrMMDq=O zKW+x7bY1UxR_%NwrG#yeE10&KC(6+v?%KHP52o~A^xK!lp3J-F{OUoC-a2aIl5kTX zjXq6oS}1>ipoRb0|ME=NG1-S18u#@1tzpwbeV739oFTq9xxL<|wV zxHIUAd#^{6J;k4paSaj>=*^`4VM~i{oQx%?mC%#7yF8~>1szdhp~WGYQ%R2@>U-QW zi0j*FP$pdtPRQ^W7*ru3+p3QG=X-H-a?I9hXbIeGPSWWHAn2?7|vE|HsL8^iC7%B4WSJe7j@y2r&kdm&Q{ZDQpx+fjE}8 zUz6*d@Fk%MA)P}^1c{wwwDD%$!%LbCOjs3RExnP*+TdMXRu^K3<8EH6_U7~6d_#b? z0MSeS{gU@~6*eW2coD`aeR?kH;U#sz1G(IOYdjK*lCl|#UuOgx6hqon$O|U8268So z)x-_7%8-d{b^oe&jCATX7Ptt{J}UN`KYkK1N%T63Oo3;jgEHU|H%56bg+tp9#s z9Oo(2R*lgn#xpB3cIw2@vB2D>V-znUX$>|VQ zm9r?lc$IJ1lr#K4#+ehGioHDd`O6{&Yh3PrhLc*UcXW>Vafk ziwaQg;vh00R;CsG&c^wXP|lBM{U0BJdWx(Lq>HxhEKs_?Yx4 zRR1{xE^+aFI^X+wqz=u@;c+(H{UnAI!~Jv5Wr@2gHVMVn8Ud{#kLSXx@dPY3f3e3K zC0I(3rm2F|8bTWLhVh(ljmh%|!e1qD?4aD2k{a8GJuqbmUIa46g8)nW70jE}Fk**J zkcD%a+PlQd;)zCZ9C8)QIJxV=37E++*2?mIJe5_)Qhy)DNx@vUcN>};jO+`nNM51v zDi+rxcvq)73KwCoTaf!}LrfEPDi7ena|uNA@(ei=I6<#D%fD2MW1607EG~^v)8&6? z-DZaPPOpz-VNcAgyT$*G9SN?;#2P^9<8C-3+B-re8WIC0(3q@(yBgBa3ylTk!|JSy z69O>elDNEb)(q>)cd1Kogp5Z_8%z@JggSPJ?EBHMFVlWAD}Rh<^?TKZgTuA!kV;S|sC z8k{gmd_~#`wq}Oz9*muw)LhoFE-4sGJnwO_Ci*q1daI#Pm}o6(I7)QmFw-;{n}!GK;3(3nVB!2YJOK-f|`obmD}|0`?549f8V;>btYl z1Q<_K@p)u=1O3?O3{Ho9WzFfN*do)Y=pDB&%_BINl5K9~K#D|4yl}%uUDEf79?p6_ zmdS8>cTt`P!>gmQjdbHA9x*Zaedl5ANexmCrMxTZOBwz~aofo&tGY78b-_a&<~uY- z6@mhz)Xg|czr=^P7b4O16g8z!5;cU?HGqg ztu-tpN~n?>V3>p?lM8lSb@KGi)I&7fu=0mdZt-aN$7J(X8eMTgfS7?G{m97a(7vvm z9I!1TKH7-m?qXgx5Mx^dVl!>XuRN@eehNE;@spKl^wiRm;wCJl&naC*f!mB^9J)}6 z_wG6ZTdH?is~qKDR;CK06gG4sj)&g48n6y_F?Kr#tk;O2gRMW^`oVUru7;*bc}9<> zIy#UiuF78wvj#`R^&AWQWb$V`7C)^Ox4|yvGD-K2m8WW^2_!aN%74^Lz8LYHM>}h) z;{diGSMpWeK(>Pl^2cde-en{QBrJ8^)PR;qqMkkARVS3WdqQqGI?U!yMlK0Z3&_gg zTYvrATC8ds&ZEJYBrQzvAd4LUHvY>Os_Qm1WcZZ1N@dQ~Qa|JK)zIZR4bZ)uRhAvG z$JAABTFaJ^Lv4xi9`(-&2A&fg!~vX%3Anf+iQIpAnv%2JeKzG( z6Dq!Se#sR#|4XfQ?+4tT9v0aUWd>SGHmxKulx;fOQVcm;v7bC~jb%!+BIuI~o59_k z=wMNi!UVvIdADkvpFl!9&+zOFuYmizPw}#XXlxZ+zYfvwkT-!&SJBIGy7TmmCZ;sz|s#OWVK1G46V7ppzyACp#R4xLB zj_L^?X|wft+}T3a7%4~~1VwZ#**?(D_Nhc*q(5sT9*LD2I`)lPT55AU2DQfMo+Ir z@gTR)Id11ppcv_eQ~D6A^F$-Z0#_HXZIlGn?N0l8TAR2W!7how)Zb#l8t*;Br^j!$ zLL-c8h=N8dTmDGkY{1KjN`foh#nCC|s2jvma(q3|zF72JXppQzBuvEgueWi6g>w#D z$q@+F_kk7d3yFT`WLUfO?I%IIFin}}O~5m4^>dvU4^HRNr8pIk;uC`dnNbl~;mAmY zjT|@VJMOZnCish=1)(vU1akm~wu9Ywy_v8SG<<|mzCGpj;mqlVpQRta#X`AfoxHZ! zS4K?!+bsRfHeQ2*_tVVIhN&T}NtFdrgNU2bl-m`H#}c3a6u0Zk{3;XkY3E4T{Q#RK zH*ap5nwwinRzL*`M$1zr{3H^XKD9tZNl7Fc6f62N>&7Bg8fIqPmhOT}_Xl3~nuHfO zjIBSMiF}&U6kfq-pXD87%*bE=&%j|Gv|kNwoQ#poAOj=?j_hc6I!XcWILvlq7>tMb zkR*5m8)lZQh(gbE_?Uqgy0PC119hjAVOMh93nBHFKcA)hOMl656D|hOSfG<~8FbQR z%WJ8#ddHbeyl1W<%4(YsaAvUTBB0l?xl2xl~7Ov(CL7W40mkA3QUPP$At zh)P*ppt^1~9oUzL!?I8w%0`lOme!@H&04F|Kkm;-OIf7`KGYH$#*w{1M>G4nvBTgPQ6tspZ3H3%9f{p5*dZZomlU|BcE8R<<~K-2UFcg>Oc~i$d+JkPy^DI z`K+XmYZ{6VsHSd$yX2$dkX4HIlhXii#noGA@_tU+#oC``DmE|)%xHlW!AhWPL(dvG z#k3W(I3`D`SpQe2+&lP#5U}r*2>Z;bSxb?e!&Jv?7p|GR5D(itInCaQXR0R>4n<1` z8{UaL(mpPcm!ikS#2u+MXCU*((`sg_5CA@z%qU*-TL%n69%_PDXhEpWZ!gAB`FK3| zCu%^Auk*mHIJEk-GsR>R4MJxIk6v|ePx;Oe%ajTATEI7fOL;7FFVTOfTmax@we3_A zODk!=;>kAL`%O5#5ieb$Ta*%T(9%Nma`D(;?LbmZJJc0kck+1YB2y z9!c@`%Svciv$RetVaTNgGs@+vY)+&Se|E^bh<}p$1oH)d{Z{yr1!cpx(;59bifn*D^3(!h5vJK`$q)&gjFv$=FO=9c{L;_UN zI&Iz!d2hFqW+X^*cY(9Jn5fjES|I=j!0A0r~8U4LjgBw%c zb{YRx2BmkQ5!5-p>#Qe*L3sRzgRU5H5$F9WC{fY{PVEhpPt14W_6^`d8=v@sB6E}U zV5;*!M+9B=nAfWC4*SFqH;=PHRUD(+*y29VOUp1z`D_;MIExDWvQeGi5-2CM;oa9$bS zFnxcqOu_$eR4$0SduZdZF3eCskffwkY8`-jx)TPkyhZlN{79 zHF)+YJv~;@hn&eF`-f*6#x=UEx;ipf*&!WHZj9k?*H0Ad58HomvO(r1(aVvm45bK_ znIifa7!u`4Cw~pKg&R%4gzijj&Fc6?r* zj~aL8yuZC!reR7@*FiYr@`YG?5Ekku=G2p2ac5(#d*W%(-&h8oL@L6$X zx9iv4GW`HujT^}LRz+@VH#K-(^V@s=|HgQi z2O6)ecS|p%%g*FqJkrnppKCEH2BQC1qo9j815kDpq9(#L(|?aM7phU+(0?AN{V5;j zO#&s#2BPf$P6^HL5C5f7q$Q>glD|BEUG!kMIL%!4Lk!3+&^ z_wDzQ5$K^^FC11CS6G;ACMC^9j4-9L&0NHOI@g7xo$Ia{xW2s~{X?)ecAjHPwmbI! z5y~Y8^noGC+!$NLbNpv>;+)nYr~PKLm0v$nKN*cUl^Q{#jZqm zUx+7?K{KQgS%Ew;l@ULjEEGet#)6R3$W9rd z&rZZ@-HDH08=G#V2=!9GdFmDTqVjBbW{3ynZ6U4RMkDiKiZgf?u{^e zjO;5p*Z4MsU0Ovb>qOsErYvDW^w#||p5a8N8}+*D>d@>v>_)gC_@e=puTIecY2%v; zCagH>xL`YITVv-+Pa|cgksj5^p35~||Lb2fooN}VxkqWt0|wDIlB#m(QD;_1_x5Lh zF75^`s64q=Go0Nv;Pg*!I(6R|=oAZJPgYS;V^8qd1} zgmOONWAg?*2KiZnj4BZ)+}Qz+B9>~t^6Ss(wtVEH$seGc)Tn;8CgGEp@05W5)*F{~ zAXT$sq&X95U|jczGI+EGz%Ek%LHgu#-hk=a!B9%H=bqHl(2M1(r5i~KNqjFCK`n98k3}l37hT-pO4fmZBgb*L^y451n7v@vu zmq=0t3S#0gZ8oB+yd)fyo}qEzAdFD#T)H~~ct@axULFMn1R-)*K8Tca>EHMHZ`{4% zjCCPgyEl8l9KN-W@sx|{#ihVH_VztCtH&*FEp$Pa+1Q8;6&{^?Eg0;a?xGHihT-AX zc1C8KERN>zo=HsB@7$688|5wBWBJ)I^)lMxx0aibm&YAMinVM+^I%Xw_o6gF>=O;j=r*jL&qww#I8m-<*xQs6o6*$<(g zbZ=@I3`cMihxFl5u4+S4+l<`(KJYsB-o0wfH}^h1U^`iq%lUu)f*RqpRfd^f=MH4M zMy-I2_GAAkcb2oUd!B}M8Suo-4T~Y@jzb_>xwye&Q7ZJ5W_?Q)Wo2)>7C#19GT(}| z;Tk~9HQol>Z^$wF;8qb%&K_$GA`B^g7>r+#gwRZ@p6fvWH_F9_%nvw$gDOrx$iJwG zJTJBG?kVCt<_z~$+cGb&(9lw?-haE<2QuUuaoTfNxO={@PDzU4p9gJH(@O(ED;Uu0H7~K+0y+LeT4sfd7#cfu zrQ2uQIl*ep<ib<)DXSo?n*Q~*Gcq4KrRuXq-gmFyJuEyyh)goWUH*MB~T zWQ5p_$iJ||f9OO8l5rkd9JM<3y1j^wRTAzamTgQVq0=1eoaVwWZV@^L(kW!R-c&$( zw_dY8I}3yArWcTPGBJ`s|2cp}TSWdm@XA6t-{q4M$wJLc1H4%zJ8yEr(T%-@Sh!;~J)BGUqKni${co@9e_$a1;FZ)x zifKVKi=`dNk)^iMD7U_2UXAtBg@f z3_V7!v_~Esb@qQ4%?rt9?aEt5U@9AW1natk1&bm%Le@Hplntz)>MSD;qLjj*nw0ui zP|vzy^5KgbILXK1rx31TXMC+Ruw{+(% zeStS>hox6znyfq0FcE9B1JYo8e4JdmMvAs34>2kup_=DL41bJ}rB6ZpakI9l3M0A= zL<)Q!Xab=gZ}+d3@TM;L%W=BW@#Ap97Y>@K76b#ta9d@qoT<-`a$$)<`etQfI>EU2 znpJ<`caS}|S}=C?5l;$zgQ@Z_)Ol-*)(RpDS&lSWPxCanPO;Mr*?wdbw@qgdZ#T9Q*V|ldL3b`kP4x#LZ-lNS*ViFAxYf9M?osOV1ADWM*00V613Obha9JsV15`XkNGCf-S1CptN_7rKS9)pYYEEUDQ+i4iyNuHR;I_&HC42V+ z+dfS8NF-w3WUh-i^{ZoDZ3JHY_Pfx9qJs=!_)}o$FZD@RN)ytww%x5}JRhmNfSC2l zUrN%KITtUBw%bKr`q!W>l!u>6A1;ZY;+f+U%V_fYUWpJV8+gRl$!I6HnYYzrv`Jk@ zwE&&tz5OTUBA53HPP%ZI1ObH16g05L`McC9`n-@P{V`3lrw~6OdOO=>ExTd-HeAL6RG@THOY!pi%K~DF=F29G{*M@AD6~|6(=S-EYMt>Oc-D zdoGzv+M)0EN}#Ub2Lyi5^niQBpSDIC;plZb%7;Gr=;dj48i>w%P^Kxg_U?YWb^ z!h~NY6&_4Z2AFB;WAtVDC@Yx{A~oW*f=!@^L)X(khs#*QnQiUr(_E%j7*UY!4~68c zIVdGtKI1Z93O&4UP31#(~ZJ&wIpRLNAH#OlMN|ycc&M zR9g{yp!o|*=pAl+KbPePz}m>^^!qI*K-L^=%^hD>{$gf{=4hjG06BNJeg7UMj7Oc* z<5%LOz8~k}*JWPVY-eCM@Kb6BlB1mUjub`!CI?ASu&CLaEqB|FG1O5?`1b5w0LYog zXQ>B9WTOL+|%fY;CBo^J{=KEnrHESQgajS+Bt1I zjURG%v0?PX>w9PlMTO3)Mhuu}mBo$fIAy*a#-c$W^JIZ{KjmA75MsngszvXOpEdmqpstyN4zzFXGcwSZ(RS-a^Y*o7| zJ*-vAUc#;1VyAdxf9;KUf>Wu3;Ec4i8Qt+dETeZxI0ofgMzK0#9^l53Lp+ee!IDmE z`VpkWgm<0Xs-=5Ad;fm(?U94954o5%@&sdd3(Cla@g)> z`+&$dCUh?f!7(tle2<Z%uhmK8Q$XE~s-sR+EW?B-g zz}kw&H(dA!m39|12WD_?|En0;A!aa=#N}XhKPz;83@v9uEo{79B*Pujyg-)G_gWM_ zy=GdqUVU{{w^H{gWrk+Q`4+jv(#%%PcOX#Pe40gA4+o3p3lbZ?5%QUy&Bz4x2!Dx&mxPnik7UoJp4f1dsv?8=QD)Y}v>zp45_Fy{Yvp$) zS5!q@CIz({=-7H3e5Kf$zIci#%*UV8Tl^qmZX<`X>k9C_AXp@l1|Gx`UR{>^1w;DX z(~pz>0f(cFF7eihlv2s#Z%-UA47X&>bo(UP4lzX!dCL089Pj!Z&b=E;sdfKw#w=Gb zCAELo_~on4DDv`@=xgc>N&{{k*7#9y{^Rf7Gkn*MoYJ34xMBhT00 zS5bU2fm07DKC6BUszLe|u1qWR6Gnd?C?7k7Fo=TKHOBHg{QCIU_LY=KShI4D(i=r0C8-Ia`Im>^KaCAR_X| zDlDhnVE4FF-ix}3izogS32rxwql1DTb5#fTB#{lfFg;;jW%+o3A2hz3p%0B zP)=O4hpLN~u|8NC%ItZ=?t%EkTmbUB2@)`C?(A%|hU#q>c zwxbm6m7HkBLL#hh_X%nDdvM5J$GcIm$c8~>+w(8|ysbK=VF_Hhs%g)|#9wIa729qA zi_YoM$fW8J_)^UPDT@hXvPjw{=RPCneqZ{$I$k`PVnQ4}DZ37?4U2)KKrJ$agZuI_ zV~kB&814n(sV7k1iYW^)h~CXxC#SBe4Lv4L=F1Q*yv5y*QL2f6EL@c09nQE0jC{*CMp!?ap(v;$`-80oA}DxXAxdb|hwSrx>!9HW4wZ7vhx%>?`iZ zDxIoU$yv}HqYDnp7-`mfI=3GVaqVveSCp_d7%i#dkQUIvEnBZ}g3m4-cCQb8WlH|o z1xhcEx@9D^iYS3pAl5Rvfq>bj^H+%cptc7s*9li{s;g335s6 zv(MstDz16)RA61UD0KYr)~@t?YE8C4693`;bkyqF_Pl-6FzZQl&&lxZA&pUhfX!J5 z=$jaFSwB!DJ~&2D%pMYB?HlX@9gj}%gZ%e;VjEYs6hr)uSkz3e z;JP$Rjz96#MU~HE0s>&?4YJaplC*>Y3lH)Jl0Jst3Uh@#E*;Ws!u!)B>KBpik*sq` zm3&3W@wM*(lE%os;CgTm*(-UwT1k{R*SH(e(mjySD%EQEA~NuG=z;i3+rWzBsI!f+ z-{dL6wGUl_KFRaZ?_MbDg zy4C~CLV5D))1xN+Cl=Ffls1SlE_s;Wn13OfNN77A-^Y|EM3Y=1e|%Ow$#l3-?eu%U0KYHLptP79OA~)Eori^zjRp622&eJUo9-vqDh6 zqoZoYpkD8bo)m$0V#JaE`aQtu+Y!P3Yn_qi(%OqqWzc2c&(0zTjAR#?Nln~5zYF-@ zuNA60;a+$C0CCCoj_v@QGJDC#tEXPihGOZl6%GYH_W=RrAMI|g(>qK zJs9yV2A`lD>|M&kaDgMUy!Av~)igh|(_lQYkRs0Z32<7DH}`z~CkMMpOAts=Q}G|- zD)-vsZ5F3AhFsUHx4&4Jy z*(^m9Ee;u)|89}DH>qyW6*@mQy%VuY9W6tIOeth~c47(ONES(NRsM+tluh7vbZzC^ zUe!N@%~8Ni2y=sHw1nIz#>uqeL$gs5lzZlBc`>*QhcoaXISl~XWa)!l*@151+DQNj zdSJ93zkt^GU+K zmkee4&PMYqUVYJ`g6Y=}mH-t9!*(jkGrBc6Ek>UwkTX!Rqj5{nu8Rv3(A$W9uh~i< z@)s^*sUVU`wERkLc;D?#rQ!Vn?#0*ONzJu|_{nrsdOLMNGlxN3T0?MbdO>$e9)(d| zY~hiHgjm)wR_oCznVNUXqQXBfv>l{+;E&x{=WOs1vFQ-=0TUq;qXxA7l6b(U812zi zMwEY@LF{}Tz7oo92-V;>2f#$FTUoCvkW^3!2eSSPC8Xy8D8XC6^V<}|z)DLg7k?9ftaO3OO z3gB26TlP7?_@hn8L;~@zn&{IX#iDasu^Ay=mG_{2Nn?-yeOBaXV=TsUgU4Q?*DkBl z$mI#soaBWoH|J9(BE70Nu)P{*!g-q%7ziDIUsEP7h@B1F*?cl z4=U+3FAGKKscB}`H`cT1vfN_&M%R1ok4^lISXn4eCP8XfTfx=`crogLQvgOtLTqw5I@xSh^&I9h4b;ME_bxzM;+-i#FnDdGX9yp`Uf-EhB zYDLPNC&$H4a<6h%ua|;R3n}iNr29lc+-=kz!7E)X)NG;TrFs>H8aG%Q{%1vhnU~2& zL2}Kl8wZ|N{S`s8K9E1~LWOkqZZ^F=OO*hOvJC@!0N_YSo#o8>A(ji_dNzrV#k*ch zEhQfwxDOSVl_DaS04-X>x|jvXAC$XH6W1Z9PHM%oyiLb^HPB0a{L(5=3k1!COz1bH z+6VZ%a%)tlMd*QXFkaYB*;_--;7UzuRa`S`r|f509cNl`%8y$k9|w6oD{TKqDggEXiT6fT0H_3 z@!;!Y(C^1Nd1z57S%)>Hx;3xTbR@(R1k=JEB;XODbI)LyqRncA4)|4i2>>@f!FF|CtzuEpY%cC>cx3JC=8}NHkr8w)m za`VW^4v>UVYHv`{Ma-3PUVBTj`C;i}?Z2q91i}!usMfy|jGbR!3e29fLUi)BoA1Wg zS^{T25ygnG;)EYXxAV-f&=Aog`BV!ZG@bl!y<*bd_+`5~i7R$yB)W1#&;5&O^gG2J z4v&c5vDIq*&A`fdg`D4hf^Vj#ErWYJqx5D`$V~qXXQBen&M4hV5th#6nlvjf8ZG}r?fGxq>xjcD5{L}EB8eiv*Sx_uW}&H)aP)Gt4Li`zX1KV z`%UT9kOlWDPQhVdA;CnrnW71*sXxEgu9kxZDHJ#Ey0Y=H?WMwk++`hemG*0??0#e# zblT)8?GQ5O-gZS&SR&IxR!tJPA;_V_?RS&?JHnOQVpEH{FY<(6j|ba9A@3-q-G%2T znf}^PS%#;%hnv!i&bpFy8mWq3Z9vY<(;Xk|XKQZ-lC5-CEb&k5jbzY$wxb*yBp`vcI&AQFyK>7`L41qBk-2o**9fCDPlxrh&AW z7<%>lt3S6L*I;ffF~>zD=w>E@0lu1QJV$ti<?aY1F!9a7lat%E%th$j*()Fy4Z=7>Mzz@bbpbTe?SW_SCFB|9vH7SSdHt(cx(K zWhq@L|&Ct=?rAFgLx_P#)CrXC4ra@Nxn_36AJ;Z|oOWjVpZ zqWuqs8x(w#AvomHkDone_CKAu@_Q7_Ah{>7*iD(+Z)rf|QR%@v0XyIK4hx8oNKzoU zYLktZXcjjcl4I>OiPUvIci<0PwqI=9eRh%c#g`Ehm&Wksp(`}gCbb~Dzy7Mc>zz@X-O4TuUgOrJzDQ)mcmLcRspSN#y`8BE6CBpe$4 zs6)YLCk$1Xexa(@r9pB!4FxoIQNGJ@kYv=g{|0Eu9^VTQ=oGi?60mUYqz zUXf~nzOnUZ{mMq@Yjknp?-8~5nx2EOI^$pKmy6I4sV{!$f*DiEcu<8uH(Q$0k5vKz zk@JhFD_yv&)|a^XvQ(*TOE3F7+pagY9^Sx71^*)P`Pw+PKr}2nZ;N@njGok~5&h3C zmzV=?YQc#$g3q76lM(b}gLhl$vGr&;<(ytJWsQ+uEtpqcx}hGhDj`vib_si9zo2Vg z;N5TVCRp{md<688_Nt|$T%|Rby%ioVaf`*P*ti*I+?lQM|JWrJp&ARXc4yegDNF*X zB>RhJ`-KJ@0z*UYhOHPXFlW%%_c$oT6@R-5ue1t?F_!eN*!93-#Xw>U@Z>Ja!B?<1 z|JyLX=!4=bk{}X(|8Qfe@GUzU7S-4_w%_}C1lTszGb?d5ju99vaE8RCSa{j^IP@Lg zbU}X}psp#9B04$N0$W)^d2x>DjNJf|?wm|n;u;RHr+!G^CU`oq=kT{ z)E;+dh#X>;q66$N#}KA{ScozfgbMV5oEH?;cvxJq3oS&sNvez@_*Y0-bJj%Rdn4|W zaJee(r#Q$VkYy&|c)oflo;UEy$@6DM3!Mx1E{gT-W}5uzWl0EQJ-F^@*DaMFb^IT> z`?~g%(Cd60L8|cp7UxpmjI<$2H;WOCtz3|v2Cha1fxq6LExqW+|+Od|#2?!d12Iz22JwR|^i zl1Q!X7jSg{U~hTiKQ7>f`Yq)j`4BMvWG+@Ft6Ynw{<3RY3thS$wt-qL-xf{X|8E_y; z>xvJp1+%~kZ@m=~y(V77d;@B4o~c+^oscVWWI9aJ<_c^gq=)WCgOyY+^lZZR&L<^2 zT04;0QOsSMJ~u0OT)TQT>A4L=pZu40mQg)U&%qyPh^t)iFj7Y@b-t9D8#eJv8VixZ zrBI1S$KT7G)!O#3Auk|eTja&mgbKOvRZoZOafB-7vP$5(zxNACGSRq6PEyN$TN)QS zDYj2dETY@iaWpE(x-sEExXd=*qqE|n?)(4_5W1Y^J#t?pe5MmyYwQd=Mb((vE44?q zPQ72u!2P@J)&bC$J8GxDz+2K@1mMSw#99>fb?J;G{LB{JsVzVWbh9@$aqwFM`1Daa z1~YY{|IVD7&UDPl;Ud}cQIi@UIMIrZYL=|DYTD^wSAZa~<4*1(`;>6P8!*o@Z_$goPi1!CHAfo_Eek6Xh(H(v1z*^F9dJZ zkkysH25+$O(}JJp*uR}-16Y&(7*VS#rM6T4B|;7;d%7c!r`X(tq{JFQyn&q%69qr} z6M>k}WE0jR98b#mvTe}ItY&_I;)DTY12@PRqttcl>hdHM-RiHIv^@~f`QDO}*15ZS zpG_t0O`B*;bI8RI!O7{`!5!oi0RIg%f`|!|pE%Q-X|Tk`Rf}ZN0`pk{Tu|pTUflTE z;E?&?LY&Vaw)<)p7F(hEvcSoP>~~zG8yYgBICFY*N|;Hc?lDF)?${mVnWh2>rB}83 z?m4TCXo^Jehe#*>GnwO69toHe2PT9B4Y>)Mpef8UMQ-1NMX} zLV&;R7$AcoUIeynWBQ}5tu8;V;E%5qZq~y%f62%yL^#*a3Vy3F%V24!4BRb*4)N1} zw9TzMA2XVB`SKYFxo%#o=9>aTV8SfkyOpS}_yk3w%`Xr4pUgRg=KbUQQLbRb?D(su zv5nnpI6E#rd??K2Wc`aDZ57g$^_s!+_r(@hndkjO5UCJCNrxgk;9Z$;$ z538<@N7sv^6h)Ool+k^?$`GgX(AV zNq!qmLk>=Gqz|TQCeDGrVFcO-3h$}{e~Kr7PH!0_ z4pHrS5}F`-4y1Cg58|!@i5R|E=&o~dnUK;Tmjdx$kKQ@oI#+u6H$I|k z2dWkJ-yw=49g7)Aan^m(&!FVPA%}d76b=rMB`t?cwz|-5a@T;YN)nM&i#8^`6Mbp- zUU6NEX*H$zdp&ZrzgWqgTHXm6r0PpiKGUtjG7LK!(C1=62B@nMFJ)_6T7i2w>fy{} z-k%T%UrUDPR`hOzO~XVwyi9rnwDE{j-1<`-3ZfDae9I|tluo_@>nt5-PE2hDKaxR+ zYkV|MO6*jXhdqIHyx*dlAU$f-qzur}v0eD9grYUI_KzB@>zelS_eKklSv)Hoq&ET| zl_wv@VsCef6eJ|Y*|^sq>W$0WF|CK;M3~}nxYS4613C1GKE4&XJx9eHQYc4VJ=4SP z3LYl~u*reG0I!}z#8buf^!ipL=g>j|p0ydgPx8?4)i&Th2Qk@0_rJ1i^~fv_QeuZkQvga$5C)}MiJ*@!wg8QZ!E+cK@%N;tI# z3g#gdkH}eW$+)$9KN)$8Q&tBqZ&-ri_9xYcE8#e^(ItYH?wZ^_yk7z64E5de34TI= z-2wylUlAOhkXmh0Ae<@nFuC1G{o?k|zf70d4UE8Hclp9JjU`t)yflM}O3a^~k9-HBrPL96UL1%!dOncyUJ<1sS}*+Zf2Gi5~Ts$&kQ z#mqV&nn(3oic$^}y?W?Hq@F89mDML9>ipyMW;gFJHBD;%i%t-`L>Aj1l@i12`q6oc67VqSDX zW@<8Gq;dHXOv}T>_kR=eZaMe{B&J&Au@%6{9ZnFKq|BivL1w`Dhj$Ec2h*B=o-6gw z5H~uAWXYxm{g?u}8(eczQWrkxVM-PM+bvWKG|)@w>b%9zt6~pYf{ak7 zQyA??6Mdcb8_XqZRRO#GMq+XR{2++RMA5_b8=U>hhSY=2l`Cp75~mVaJK#xNpbXq& zK!;BgtL6t+x+g42gY1?HRS#r}1bAwh&-7X|l}W7;I6LWbrEU>CHIn zce$gkENc)Bt}GHSM8@dCDCQ5o@KkVYu;)F!sRoL6_7>4+ShOvu=+~7y852qIZ(5mb z65RD?d?TVzMz1u@&?S{_3Gfq#13m)FPfC$H+pG#FJsAQK1{UP={h$j5VIXMv`0*>k;aGy>^XhGUY#*2 zN6>kD!^$w;zNXQ2#6k~S3t-lf^eG$b6_$?3<>DM6{m~C@!C8rwd2$9lCsias#(LiQ z)iG0{joixPcJKQa6zeGE_FtYSev6ObSJcgH6VBk3kR0@fa`@p##q)#>CIxXqm|m|9 z!j7wfdLk}esV5_mR+yOz56Lu84hKL!){7u~M}kXj1gAHSv&|bFCQudpExEY@8S=n{ zgD8fa2>M7%qHWm_(Re2f(;dZylg8?_Q{HHeOEW}Jxkr6b4rcgTJ2O2^w)S=}*oVYi zFT<3)g89x9KkHI}VGEu90kgA@X?_FmQeCQXVULelXlpneNog$feN^A9d%CpK9UtD< zmVqCxfBk!$K+3B*4k)abog8d?Vu`9G6l zN1<0598oglUUcDLxJ!iwH=JN@pNvulo}Rw|9t1)HOk?NY1Z`4;vlIrp z3089`dBlR+zmpRDlK^DY6q1NRPDs4+6I{rvuFO#~$(C;fNvEFvS`0!&6cDWgwM?OK z;2Zd0e!?Gh%5vMV#Np!LPKOMGFb{|w?zvJL?2Oj$q%y3cscJ?&x%?;@eH!&Q# zpaI-|)UQ*t{Xkq&ycsdFK`+QEtIdPvFFD=>IGtTn{AD3an^MzUwtjN@SQPR%<|Q8L zI750_@$<82TzvQX+$taAW$pJdRtAAtF<_a)tkv3P@fah?0lmF5ra~PNt{+5}ttMFK z2hE-KvDvTDu zUu*B*z{y*Hin8(8h;?* z6x^-e3`n8QIi1FnA8)7yL)}q3#ERw2(t(m5m38Gr<7Mm)-Jq--=~~K-T4mw;ONN7` z*X_D;2$Yz@>?D-+DEJ{c`Fxr&-fNgDQuytA=sb@Z^Zx-eK+L~MV;oiY3bYwaGO+2H zNiT{GQ}`sK?pfkRgR^c^Z)Ey8<%i>J5djYAvYWpmw<`UAg3VEnCM*?vWFaLXGkpj5 zR4-jPP#Y6R@_Zx~(F|`QUxt-9CuF}CK`Aq-ha>kx^uf*M*Q>UJ;vA|Q zGHVI$=LQCUj;dM3rU#l|%XzXVP|TyhNj%#?SnDcWC+Tsg3W0z~v9o4lQ*jwJz0nQW zlsH&}0VH)}tXK&M=Q*n@T)`bMP8xAkH1y3SigX;4zM*JZ2aLg`_B;JQ&CWhz%cqoW5&R1lWkBJ)aj@j7bQNg)ro5 zM$&C9AFw^~L#yguctqhnEET*WhEp9UoHxoB8qB^FT#Di;wIvW^(NcG*cQ5L-hh#`{ z2h!_zkwKFBnHA(EZH@vUNimb5`fC5+fKQbj93SYd_Z(^nOs1d(!W{hS)TV_Bp}nYo zG$H?gWgkPF7Q%oe=^Es=T@B=VsI(&Uhkl-H31g?0K9EjkZO=2?oy)3P)7`>*J5e|& z8VF-j739cJAtL@@soH>Ol&)g*g_Ma!r*rirl|Mn>UyVMKJ!kGa(A=L(T&a z^dDEwY*;b}kbRhctjfKIQG_qvc&(@J9WNPlf0|4u`zB4X!)QqMKZk@?!H09Lcg>Gl zpV^adOcK-SH5J9&A1nT0%Yi6KB*w^Eo)2kmLPka1G=B%06sKdfrn0&4H7N`<^8U_$ zl_!Z6I|8qXi+L|lrF93VtUl_byP;r&ukQ}s5Urx|;a9=Y32NYr)YSuuHk{%Z_r~?1 zo;}orhA$m!i7P-ua|VP{o~DrX>0beIM+JIj(ppwoQ((l{EjARc{jLTKDY|L+;^7un zV%az4+mKPp_WjcT?k?N4(%b3sssP`_Mw)FWC z!W7U_Z`h59kq|5ii=LpdD5dRv^eSa3oK{B#C&-5mS+5MHlti`lDiXslM;+vcsG5}y zq{Q3l;r@CQ8WB+ zk*~7|A-A|_Ct_Zg2bY{H7TQ!kp-Asca82|U8j;}Q-OHo5Ei^xL;Tj&ACyQlX7drZ`*OX^f&!-xfI|I!P zi2hJH(MoZ#Oc5Clx5am1pZIa}Tbpp<){{fL-YHjYF)xv4#Q}6T7La0UFc1H_C2x}~ z+k*!|)*Vz+h75k14kIY^tf0ZVDDF0KIf5>^6lrpBGma*QF=X95l7NN? z>17^;jJiY(bm8$F!QL=Ls~wY0ihW;$fwI_H=Wy!jsaXz|7v>SrzS|*fVZjU>*+i(6 zDFD})24z)Ea(SrlBE|-P5YLlv2(QY#i+`T7WgW*qU;o`>{gK#OjSF4@-(ueTQ>@4R08O@i!oh51bmE z$I#RG8th3=Wzh_`AlAdzD{Cj8AWcclqnad$Yy#f)j{WqsyZPS}1Th?dQ`Ebnk)VT- z7l}HgEy3jJ>$rI>@a(vC*~*(}`9l`vkBGWXi0@DpEZ0_Qrwc(i0mLy3lu};S2A;pc z-!P9$7{^h`?5f3oRw?UAV(ez#tFk>cMjuO0Cm+(TqG#w#!=a6xnm&i3j2jp+W_XBS zku)baIr~YI=JoN^-C|?daTmQhy;VmQ#(88Xg;`tn!Us0B(H;(CoFKEcKj!PK*mvr?e`RjatEn7QCj% zavUvXc~)0VuuR=477)lQA{h;tW-Y75nXOL93M-2f=_1Pw!dfG3-(|>!B@Oj~zs4rh zC9P}Tv3yUf`G9uS$)MdO+cWO8igV(kVS%j6qdVxW{Noy;2AH%O(F z2jDoxB*3!JTgPjRV)QlhN2$3T=ZdEZ9gBTQEpy))31&1U-S9OAPZJ8qW&aIwR(##o zV9M?u@Ml4pX<&-Sh^92jy8^*DE;qm?xq?~%8_utPoI(j903P%_EzHg6_PPNp-EXmp z^Vvt@I_ikpTrnJ&vzYdq6MZMTf~3;`N{Y+;A88WNTF@&q#CN75%kZ@EZKWaO72K{_ zWC0*+V#!_xE_ofR^GBOx8RbUd|A{s{RZ+ILE8x1A-4*pzfOSIBP{z2~P%G{6+J@QT zl5n^0iB3Mh$2z*TdWP-D+XD*(n=uT&Nm9n{{6|Wc6GYy^p@&DkSz0j`U^It6a z`4BPx^kWfDN-C{LMrnl^%6HZV%7P%1`oxHTMcT~g5#I->w=w>^-r0hC0*QFnpAQ_@ z!b#wYY4`x?M5$CA)UO`MZ!Is-8O%9MjYAc1ycX>euc8t*dh5wN5DPr;c47@}0&Xip zod&`2mV+jN%!JLx@L7b_mIey^d=@~8B2XYHvPgfyXpj5gu=7|{UYgZxTxvT!w&rJl z_EM8Zhs7cd>LXs4aZIhJtDL55B!HK-#r_nXXjQ;+k+1d5G*i9`ywyB^zyI$^tkJWe z>OLeIm0rlIm03Qm9=6aQlo^i#+)rnOHQ~H<`cWgHNT54XVbz(cH*MTu$zat>mLRtW z)sT?)u?*HuNMF(5=ilRT61A)R(`5MtaRT`ztn)SQ9Zu${?wCtR%s2 z4+@fxqFW`a<7-d5Wu(HT{~Y9h-ETN8`~5H`PPZc(G`&yhiqQq-PUD5p`NAEn+G6Lc zySlwxBX9ix2F?V35k8d2K=Q05rSB8F$VI~b-U~=~7Fs4nPydtLKOqJzoXah!%kW0f zals92z$=RTDb*aY`gj$2M=62B_5c!`vACz>nhMYf(4%xl^gmU5PL_awO))EywG)-* zDhE~yvA3L_TH5N*%%1h36wjr&Yo(Pc3Doz8A*uA#1hO3>9q{wfJuDT?gp@kZb?&-w z-T*19;r9Ir?GyM&f%Q!!!J<$1*%i3W-0Xqzhy*_FR~3$r<|QZfDAsS6qSVkI2rIz< z=4b`}$`0>hLBlAsAt0T9nRhfo@TBzWH>3MQBET(!8Mxr+LQrikWFta};H}VsrFbf@ z46wgVBU3Dz3%DAw!y*!vOMB;V!E_Na-)7|n1;+$b-Zk3K+p_P`7};iD%)=un98x8! z^GR6st*a7UKj7j^wnft()fBF~3%(u>?0-mzNf=jHi|B;y1F|!J52?HmVn^+yrE&5# z$|FzYdmCv_5(yVujJY`QYBjUCg7UznFEEqZ5o^o8Oc$*wX`iXaU@s%+mn7?aC^HlE zd%&6Ia$y~r6S3P1A|VEm0K!8a8VRICXuP-=^UIXJ7p6ryb%nq$VZ`xoeGbEvVa%jl z2$Iw%`q33NP81%0*vQB@6vRn~@jxJE7&jWcG8~Gnx8TvTcceD0hoH5P6Gmz#%i&K( zut~$3X9X0(-@u^Mj#?{pwqV|btbPZQu1XQrSkju?Kfv^aKNI1R{w zMO~pJ4uQ^yOx~I*7A6DmI2Tf1h4MB)+wx;PT&#&}qr8O*aU~;Y00=i zfuCRx3-80_s^4ZY356e(4Ab~jTQZ+uH!@84f(M*`6;FS(3MS#6Z#5fGF<+_*Y6^ze zLT#mpiO=Y}Yp3Y2xC+AfSSRtKyEGVAYz)2$ATYN-f!a!G-BehCKaxs7gKxy}OWy#7 z9SG3fRKG6;00x#$T@13f4hIb4hT*j5YjCDZ?yQf#f|W3v~=H(WpNCzix{NuZTz<>_z7$%B>;!VTQLOF57_{ zh*}`kpyfkEbTl-gOWXlBXOCPaPoy=WdtAiHHGXfoYP1kKz=Jr|S&O^{vw34aI~zzh z3nV(*>b7Ma9aOkXlQcwU-^3+$#_E1O9)iByO^G%2)|BAGa(?XN16 zS&vJ;=io@YcTE@&B3W73{wZH=UY*K+RceBZ*07OC!CO?l#q(_{d7Nu6?h3&LcHLSE zYT@EL&R}eVsg2V_8_lGM7sW~<$1YG%b_LJTptR+*t|J(8e^~3++A;SBB#-hI*x5c1 zHs#4yBL_^nArPz&8KbAeO%`-~f-yo>aBW%*>@X8QG9S}n&m)(sufe*6dj8CRj{c#G z0zUyJrCSe~^z#!{aY_;R3?g*^v&5XY<;u7;yenX@VP1y!J*MN7y>Vx zdq;^O&>jkh^^$$#4gw3V6^4O4dhCr{^f6a4fIa-Q9|<3|5M? zGd3zofloem``{7#beBqdNOqckTkJ=_pR`|f{5{|Zm{(`BrgH^C8k~YIh z1E?(5mzz;Ll7|vMsZ{-*-mVJ9m)IQ>w2m?Y`=`X3r<`*y;dY{G(bzKCBm$%3cA`(? zEzH&>c|$c_7Uy&}&G>xBGk=Lu7bVj)JvFZ1DmUuE|=040&vS4rZ+Lk@2UX z%zWgymiS}7i^y?B$idNV1@xmi7fVI{zHB1F)a#Q}v5Kt0Yu?_)lElOAF5Dl10wSb^ z-2c|}$@9WhlO0+wnKs+zRv`?p3$d1VMMwiSD*8eDkr2TZn&ad=0OuWCORk!bVkt@- z7{h9M{H`d~C3fwta=Vp(;LtQ?vpg_r9`LqpPt%6rmEMwNq)ijcs1qR503BM089)H- zdXuULvEo!j`F>?=Ps~FQi??R<`W=b#hrM7;m zhBj!~sM;WAi2U<^Xi{PS^A}a9cR$AB>~ zyJDHDM&!^o7fp7!Td+#8p>eS_rrdN-76@8y$G{5~twSJx3v!4WGO^mML2X3l8?yQ0 zFnL87JV8*E0h_5xFk-(ZgqG-)=MAm+g8g&u1F(2ItNPE8X}>SD6Pg6^E}H!SsY@$U zfpAUQeQ!d7{f+3G+fll{cwm@WF6eiK4fQCYS3t51q^3C?FM$I_Q_MF4?^5+~%dx-a z3iC0)B{c|tAOL+JRRSXNPsl=ir96izA3r@WsboOC_1Nfq$Q5QPd`D%90<`RP)^(2E zh^$qH;+Ld(`{Hz3GWAn+3kGC(BC~e8Ee3`lJ!MOgW%z!Fp)Qf{z(b`O+5ey&NEW`m z!5mi+@7)9gPzkaBiHs+LB;X|8nmHPsgSUg=r2$uefU(}G?sZT+%tRD^LRKp#pZ+IM ze38izLHjh0KNJr=C&ErNX4~`xxbRNObR73!ni09K0BK=Q)vch)&w>&0Qq?5s7h zf@z-Ap`%W(q%ggKxIURL2cp|4c%c9Z_&`SiDu)|)1D6|j1QdUKd3VC*z7cl})evZ7 zV|J|UYd0ems{==1!2UyvJq!&l7iu(lNbZdQLZ#W(*IL0C8yFsIOD-^ZiNjoeh4li* z@5XXM?*0UcwPwL9#`erj2i&pTryaoZYWcW?m-Hu_p2#If1N|4va1nu*+Gp#n*F6r@ z%HV!Oq5re3FBX3$nEl5+*|(i2Y|`H*br% zUo+Fc23m<~*LTMo|98q}7M_bCw3>klN6#otp#d%|2knJsuY~+1w2L}G+o*gE*uol6QmA!YgzNU zZ?dVp1709%R-LSZ-%UsO3xHJ!sF@dELiGFd=Xh70%`D-+z~(v2|Epm<2GxER6Ce?_ zziWt@toQ&lW9|YVa_qHGs#T6bL;y*Ut^gk`7J`pODYAoCa!dVV;-{P~mkQ~$mNwAk zzRI9k_jP~C;4QP~xq(Cnm9ga8n`c1W7;(`dIm1n1J&kuFxmPy~?jCgIN}HP#>6|v1 ztdt1m`M{9*vQ{6k;+cz%I6Peg1|sRGmd}^uH;-+7qo52_afnNsOC@A3Qn-<5d3yBi zC?EEx%UpHc`$RF~DW~Un_QR-4H{;Hc*CKIt!5M$H0qYm|xfb2B*&y@^Qcj%~9GY5i znFGmWL-mBziCio#ObR0D;T*Uj%UJlwm~~HvQ#jPVe719_|I=HhAeO5;x~wAZm@ds@ z43rK2HBpi@G?bSSZ=7hU6v*->@e;9^swf~rW$lj+W)xT*;gVfl5;HpUVL?GtOgcTj z9~gfX*=(i|w`QPh)mKLP^2Py6#e=oJWnaueK~=^jxUibmQe7P@va-1dXDeERKSKg} zQ&hrlj7(7`SQNTg?a|S!_V^+w|Anc8Y|D^AQ>h^;;#F(IdP`_ddbD>wx(*!1GS5;8 zpbW7kWwue{5qlw!gUp6^u?N;t_Sp*A!8(7+y!I7WEnMfKzSUv9x!~U<)9Mqu;{@Emx*3BLo>5jo?xvo$?+(k{8H+~#=9>oSfoFPPaYmd9_VH>!cA1iflMogh9( zG=LyMvpyF8`jGr)ru*_*NX43lJ12TQ0Z^fY`?Rjy(3%kO+5u!6>p3_2UAs81t89Oc z90YjNHU+g4H(2zfmgLyF<-@{d=7Cjh&9?)6)#dSB?$A_^tsDv?5b=V50T2^bib!)G zCjCBy7ojvaaZK^}d0goXGziX5;RzlmPDD*PyY6j?eqeXe1NusO@h5t#ZLJZKB?s3m zv6I#|7a*NKGI1Bs0*>MJm=>O=qA7p!4Eo@9O2i}AuC^n+6Vw`JDhY$RSkj8|#;%6_a$gqwff>pNc{ zt+lNIB-&=j)*XO_-y(Ea-T_dD(YdYl7tBw5mn$QYyqt+EiQ_bf$TyU|>8;5IiuGZg z&nZx6ulh&Nzr!VlHEGqFtosiGor4E;~UxuXkooNbWz~vc$ zg!XjG%ZRcx7!Ypy-^x9OHw*=6ZifT*X-+{wF50w!L!f%U7Zgov43L{JJRe7&-bnY)_3;9}!6FohigH() z5rWd&x2OHO5aHr6zAT1i-uS&Wb+QF3(7|PCkjS!*J~2+L=E66zutdE+CJe)8=z5Wf z@DBmT-mspbJg6b&% z5Me{a&N>}+e7Go2hFN3{4Il?2=zN1uIKcbft12A$c3gkZjJcQBqR2NQIS+sztt7$d zRnZAKq0^}Ikf)(LFsc!!UADV5n@vD^ajuFUb`@4z7v-UVwSpN1X~QfnmJNAK-MuPt z;1-OTHRUI~U=}|(+$CqTW1Knl)Ln4_vu9_#$Lsr&@Wz+r`kK^XixSiav#wB3Cz~XL z#h%_w+n;}``U~WXl!W_D&ODh9goy}fdf%%d96-Xjdu1>UgJ0Q6qUHcdZZkszrcQrM z-trVS%xRH-iZ}W%kj3N7*(6j<;?vuWkSjf6-PY!|1;P-#E<9=Ru@)%avw)dtjUoZr zm@xtKC2wXoqHyWNI5-aRs^8Bweylxeahro>TatetOfwUOB;!O0)oI9r!k_jQ5nS2s zbPt35Nq^M`=q3G!Jz(I1XkTntsAt#K8%Aap%vIsNlZw@5UcZ$o4jk!4l;XlHxk%Y( zWtna}BfIApFhMM+!db;)@02CKjJ0SC_RIvU(8N0C(e3xSyK;nkUV z740VrKiRN8*3Z^ikpiJi4u6z5XA>eLMZL1+(s0m?BrCCl6uxGIBl_>I5fQi{Pb${l zl7M^6%9=$RGU$3^EU=tnw&9?a0G##^XtRH*U;qlclJK{3ieaWAlf->^t_sVIggi)K z$9k|GSGqxhV7K#x+AA*B!{=K8DzCzP4;^H&%^IBC=t|Drxcz&i;{QjJh{WmxI`i2m z{L~8rR~Vqm9)NlCrR)072N#M%|l1tTaak(VxM*y<)%xL|V8;tKI>oVHG*BzY>Y zNXX&r3OMZ_m=;zy_t%~-HK6>t9d$7ae^EkAkJEp8+gL3u&g@%-I0Zj`*W5hvIO z4mNfXR%;1yd`RdLXhe@(N7Wqf z)>oojY?8SQ&e5ni-%db>ZB`GBgG^=xu2!~*OW-eGFF6@QGShMl3l_A#;RHm87c7j3 z{AfoMnD-oMIzK)7-s7d8*PXSES}h=%e@a)^c0QY#ru4D`M0TpJ9+F|h&T@a#^$mzv zwL3b@R%s^HafkQv{K~i0BuLVYbcu}RJ@T}Wb~}q$NcekWGcu2 zkrrrD#x)NSEA4|>2#GOm&$WMQG85)vEVHvo3bwBPwwT*gu;Y@`GZ23t)c@syPS7;5 zj9?6{F;3E{a0MvS)JVFU%34C@g(^coHEY?#XjQOH3rt~e#wO5_ea`9$m&&~u{;1}V zCnhOx=aGEMg&iFn(iK?XWVO$eJ6|A@YHnL1%$D3#wk?>kN(m-USnGeiws?hQ;|nv0 zE9+8O$`R1bwh%t(tUL?I4&B#6DY^^hR3E&$Us}iij;N855HC z^HR?1;@CqtUJrsFC_~WLrv?`xCEwoXDk!|J_?>VcnAOL6oBEzv?ly>q0DWh1bz@TY zM^|Gj>F1n^U>KH1y1IYS1~MN_BXq+LAG;(gWN0F?Rn(IcKfK57|1A(CBSBVlliRLB z&L$@qB!T4AuUCJp1C~44yz?1Pe7GT|ctQ-SlRa}+Ny18>=MAaxA~1`ODY!5YMya*d zklrt8x*P7q&GXX}hswi&K^!HcEN!%ln&NTnQyz%kJ%I7lu(W2 z(-;ztw=93&b@^&9Giaj`wVIB;dsqffjtfuexq4I;e&x+CLah&)ES|5iP zdCSw)3JwyxIR|HQ!+o&Yh`XUYvSj+r5gg7awBLWpWiAvbp`>rU&@pUoEdXBN=>`|+ z8T|e*D7!PLAxEib7IgS;ihbXmq~@Z?4b`nkH71rr%Z%Gn_*4ND2d3yee~j(KZ&J(h zxA7rcVM>Un329k&Ark_xH&*1$w+-X+i3$X~l4YZPR)5@$3M=!(P#-i44GP5ln-AZWXEYdR zxWJf$3w!(g!q#C8_5kXZFpAwPWb&<)2o39pIk&(11Rc{ptV4L(CIxiyu@G@WEUG1p zcK2nHPKgaFv0Cr~cY`(;Q!i%$HuED*o*RDvlRS9E^=6MRQg~E{rQP8b>>4(xzfuI- zNI0CEhdU7<+UQLoKcZ@?)d!31WEVvhi!N^5+;DIU0`r6Hlz$ObN_C7J7Qp1O;6w7N z6p8dR0sGo?>$~2-`iR#i<6t2K3{!xKY|C)p0p^r-Q`O+XFC;PS@GxGqm5}6q&y&>(+p)4CPkUCKu z#2vNgNE$IFXXt4oE!|DC+L_sjZiTqBe3b0-YXfavdy}Xnjiz$A3*&DamK+5_kQx|L zKQOaqucC1vKrOP+fR0M7zU$?eZkm578ITPV2;Y6rN3e#OJ1rsmYe7^Hv+F519|`LK zFudnV5S5${gJ_UJ-X8%ze-Zz4wkrxAy0z_n0cmzi#$40R3v~AmqItUm$Et+r)z=o2 zPf3WTrdaXRF{rKpn@=i_pz6owWN~ZYW$HWd8o(EnC0PJB`6jR7kog!gdkCj&lI8`3=B>6?E{8U_a)?5F}2~1|6^rb0x#>-(!Ys{=EW3Gk_HPYCHN(l*BDYzxyP7oH%L@b z&Fh!m`b4yIl6QyfD*f`0bB%wQGfyn*FzB$hbT!*I-);c8z3wg=_`)A5L6IL;&go6f zwn`2c(84?MX4l+qs2B-Q4zvEvJ&vPgUro`3>^m=DU}XaBF>P*WZc8Cc9|YO@(jQ!O z0@u)MgnyTLCM7h;Xmumq!Ha-rRl8978uyYf+-1aV9(C+{p4djk26=z6>oB4(NNe~k zGmQfbI~`NL(7X{cqpfYR44f3-}zMG0GypeH<4_!4?X{d{p%9Qs|;Us@kXlMj?Zv2X02sSn3I31vdBLdiV0I#*0vm8 z^Hq>lU~rLrk5k1E4wWxm`Lw5x5%J^hOCC>#bnoDT@d}2Cf4L~bY9zPPCvL4!a%0zv zEW{DNBOPBwh;G|=d>-mIO*#XnHOw{(oj)!`-(7?rRH?9U-2fCWowDps6m_oduXrEq zXoWh9(4Yv-bs&Ey1BQF^Jk2B@R)6i!*cGrX^S96nrA#yIcz~OQ^eb}k2j)0zto$Ka ze~By%v9tm9S3fbmu>Msh6TqIE1@&rNDpj-pe~I2#~G{w=M&0_i%?T zqtHZa98XtGFhaRH@)=xEPfXakh?h1JI{n9=tvA`2lAtODENdSNNX;!!cb>=$0a%BU4Vs2Kq zd(D4gQpHHIQ^oLx?`9J54eCXubjdo~n=GJZs@5bj%e&q_BJ@MH{au(d31SYPY$5@{x z_21~WsF$g%2gS3+pj|Z{eVe@o+k*YN60gY)TxfHd2oE&@jXtFT)oWCGvO2x?1$Zj1 zIt~FW4nwZ?48d;4%uux{d!}Qc8gCGC-+vAhk=Vh>A6TRxa#IbG9#Ep-R7h7gM85+)jV~VB9|v zFgCvvoNgAod6cF*O{mo+*_Z^+x5(vR=SvAPo!Rsw;TBda=KlOPYOt!H3Py{F=Z z9x(gPso6fe2(1~l2#2bhD$obEZ0H?=l5Yo>l~hDMbC?BLZ-DKmP?L$CF;&tD;>}FU zNN*(ñRRdQ>3gPFTN?=OE1(Fjk7CKLXz9mFS9+4in33Sio&CcIRm*YQdR)37yz z1(SGR#M%&S3?KDB(QQ8;_vbc7sJW^{2o~)zbl#%_`F18X>|96A7k9 z=IO0rPj+~#{K5Puoo|SELJgm_C&dX95V~;;To)r&>Z@le~QNold z8g9oAlAUYiL$%>0$(Vm5i)KkweLd)$llz`qK!cYbH5<1qmdbP<(ruU~tqF&V>qr{6 zv#{WH<$AkN!)b*8j}~dnbm1k8d4-$fkUjrbh?@?u0WUdQwrDm-*RCA^zb+p$agdCa zDs|VFosOuYtL-H%WZT?rY@)hX{w?UTP$SA%`vD!nlRLKN9%g^l;8>wJyqn&x))k&V z?eTY?gP&(e59HMRCK6kOL6qQ6z?BFj{H&o$3ZZznGS7BpugKL5_1JNhxgZ2W-0895Ro`DLP z^%EBONW*ZZT6llIA{6`R_fm$OK|F#&FMzi8{Y`Duy{^P1e_l1{ug$T5GL21uze6U+?Z<9e6^C`b%7 zSzcyJD#qbx$r)D`H;yff)mVZ~Dj#Bf|nW zXP;%`CXs&~^66J&ehsahqp_k0)hciiKN})T>jS!Dyf?ScGOdcbi=a<21-%Md+9hWk z9a&+Tc2HAM>?np5-rrSylO32P^5ftr24Y!T=Nj6Jx50zu*7i^$#UDVPcY40l+G@kz z#oC%;o&o+CWIklkpcpI$XPkIiK>+MMUAT9H%w>OwvW*Va!vNX4>Wry-vOjoHV3`Oj zt|$xcHQ!>xCzEJ#PUohheB!dk%s9+LWz2&9&?s z#slV+sra7*)v^wBBn@Zg6EW%H3X6l*6!g5;d#_`>>_C<0`FERro1HOJo-)g*sIv>m1ZesE?~?gv(!R*x6$BEIS2@&v9W zEJ+=z%hpYMrMj>Ra>BGjz)peo+pKx>zNpqedC|XQE6;7M+*k+K^igZ@vT=89rM`>R zmGVzmcU&{lc+J_42c(RP_$^QD(zOtEHE!w-)0rJd(agc_ebjm%R&C5{E&;JLv4ej! z#$2{9C(l#@&jLbS3mn1!6JLn-I1A$Gp1!+&jELpmyMo^q#aoCC70TCm@m|4> z&Q|?HEd(;FGZSW0Ln#7>VvZQ9BDeK?_b6~eEYY+3LrtU`aV}IPeoG=uVqdhGswQJk zmJLKjoy@L;CL4L~OB|bBR{%eGvb2A-Y0En&?bJH2fhiOlcK_k6R&gu_c<$cB+mamG zPeME&&)W4Qmcv5)oKU56C9fPpB^LxoK|f8mZx8^rQ*e1%W>F7S677(67kBxfD3+Y9|Miv>eq&jWLXg)kj5NXIoVmNJ_m5_M)~Wo`tw@2! zBYG;s0$vQZWSqp&Jep!z0)`1zWe}TeiufUwdL2R`_fJ1X1b%K;MC54q1S-%?1HL^> zOd;30?*&0e@MwNHRk zfGcUh@`PrXDV(r6Z~=ezI^uwm>6%cGNx&HW5J4}H#4mQ>pEY;C?_9|bB6Av0)JBWu z2F`(6Rm!DMuiDd|o{?X8mod}iZ|6aHiR6DOyFGL~3R?TQh7N@} zoqy|&8;^Y&o_Z{A&DfO^SH$cDkove%7WQarlgGBN3OC&4iU(R%d*WaD_!U6=_wj`) zcQ_$#J1st#HXC!=mvfk+fZhx^(du@qtPNs)4bv|cEUdV>^k^0#H6guw?GBe-n=>iB zB%*I%I~%JPYzluvFdGwjpe7jk)W3m1|MkDYh4}BHDf1s}0E8KvcMZ=I43*#Dbz<5w z@P@bw-6ziU95wNrn7P+?lJLPDW+tLjFdgU!MFFoiQ`sMfz4#-&B1@iB$U6NiDE*cN{^bvS70G`RKo3Bf$h9vl0&Rrm=xPJm zQ9`~D%4XO>KAh7U_#`s_UJ)mzV@FBD0#7@h<5?wOgNX0*jFUFH6@J-nN5swIq%Rra z(e`&%6W#c1uFflHME0_$GRpikQW2Aarr4wb#4ouys$OLd__8g6t@8#A{Y(}cYP$U} zO2Nm#XpUw=Gd>WR08&v?qYkfr?Apn%0 zhb$hm*&B!dLUAQLusZ=9SU8;`^-&Iz_73=P*(r)fqWEgkP^EmzG!*xwNTucGSfDUr z#-s%}#~BkRS&A9%+OLVHR(C}12Q7uQQ1Ng<=|X?*zGDasKA5>E##-ruMHAf*v4#O3 zphdA@Ee#or!eO@RjQ8gdiZXq<(pLFq!KduH@=~IKal);_9%iqWFvows)h3QEI>W@a zp*x{pfXt&|e&6(em|qN#U>fG?NL(OFmOcal390O&=Ll4U-dhBxx~oo3@sS<+UwX@I z8xDVq2%fDt7eNp8P);cIsrp6UQ(G%+A?5x|7%B}| z`nUr|s;9>9!Rri`_|iUQzDa$T7o;SEGsF19G6wuPd{Ze95Z?~#ZL>N#|4gPhXhCqP z1>p7fO67<|hNRyqExFINj-Z#$O^v5^r+j}pA)oFVQWW0;RJG(`xE>F_9}+TJk>VKp zOD)?a;-}oL6qWcpga*JNChf9Igrr;NBG>q%aKt~%+8yolko!7RWxu3V=nK|5fJIkt z5&B*=ScI{Zfug8FR9DnFItIAmO>Y1nJ@%)G=P&^FIeBcq-NqR-lEN zPa{!V2;NHRaWpTgn*H;Ao@oTSEvvZwjxxvk^hKSV1;%m~RhS~-z}B#<1kSQ=Dz+7~ z5#%oa1|1bK8O-d8D2K0aSy`u}#-D!?(10n0w$7;?6y$;%=v58!`3nDA=_ zX3BB302!lDH5XB5f|i6P`uUH{vPWbZQ$%n3>y2RtiH$Q03B)X~6Lfk^IBj{JfpG80 zEpsJrNvdbS@-3{lEv@Wv_f)$0AXRP( zc9DI}5MJ}qX0`x+uawKI8W4YY$VR1#^)gflrXp3LRDf|wJ9L$jx)=B+!ojr$O<9dP zScXn!50xU8B^qg87N}G&E5u?z745H#9j|)$^fE3wF(qNv8aod^^SiyPKQBY)4I3- zZ)yO45c5aYm`kawH83h)CeqZNA(uu89+^q_zi1xqhNK?&Z1Onk%1oN4j_iYEhX2+I zyH5T-eV;IEen$${@hS}rBCP^0Z*t34Phpmk@-r)StF-Ucsv@gG}Yqf zH#Qb^WR6!H+8qCG5K0$CV=p*xwv`kMHn&8QfCgJ<@#uOh*sB`q@E=;4=ttCEa*2;G$Iriuv4*xq< zO;CMK#)+w)*#$~RC(`qZ%yGht9cs*2I{U0*#J-NWKC(OslG|RLa&TWKU*>V15r|(T{xmKSF9?LvE!Vl`!+hPpx;?DOsIbO7n4Z4ixAn6^oKGX~+x&N*#xt^40{; zn=h8upQC^4vZyPZjJ5OtLT{t&rS|U~pTiR3eM2HE8M~4_UK$5qbNbeZHxb;JhDwMyowpJ4Pv3sS_UB0=x~9$+)G{6|6N<2esAo~L-cqokyS@jV_gEYA4zPvB3%`tm* z{&Or4rZZHHAy%uR=OyWbl@C=6r;5z!s9}E$h*xe0tT9Q6dzt#R@*IfmWeE(Pnwn+K ztwiD8QgQbm^S-}f~0m9Su$gZtXU_$rW1dr5@Mt?5fLOFwpSs{#*pmxj!qgjJbY=?;bG<% zzxt(E0N)w*8V>E~dg9<5vSrAjYnT@zp!x0R9)LK#)&2_bDIBf@}Az<99x1^ldy4mpA?f~*F~ zFakp8_^4}S_#J*L9@bYn-TZKYMO~SU*xU8tXWaT?Y5m)zH*QO_R3AS2K4p>?CvxzA z82gx~qCSug@S*Z5MyEt0sL8bNmR+g{{q1N6Fdxw(q zehu@<$o~Tq%2XPtD4J?3Pcj84D)dR;COML_A%oJcdr4pkG%(bZ%H|)CR)(1#0IRICqZb%3e#H5~zdNJP9|7>KAF@+_2PvL$kcKVE z{4Jdk!0XK5g(O|YIuVLac=#gJAo6=cs^;Htm@tiBPpgfs2bBOEmGqLfx9ki>KGq`v zyxf{(S5H&s0pOw*{WH=@HX>WZehWomU9PH zod{|ONWcMu`SX|CZxW~{<{yOz>lzc2a!vhmQ_in|Hi;{7n+Cz_B zTT5{QU*jsIHHr#?3;pfHy6&xynH!gI8-5-tH-#M>yZ5dIj-IA}_<0Nw1t`Z1e$A-@ zMM<(i3bnZ#p`*-Y!(u_*B|<+3A8yM;(9ge$?M9OqJzUBywBb2^F769`B}X49kso7H#PMlDg67r_iE-eNovhX16Q~*)VNCL)s+a@b8(TK6^Q*i7bg`{FiO4#3+20QP^}^qOYWj@cx@Q|(n~gZ ziWH$S<#wcz*#%Nc-=1dUJ6}pJ03C&8nPVB4i5-bfXKZ$*lc>`&3PkI2cp)T?=+8Pd zqp?68bK)w00&VdD%~zwD+@+QpEh%>hV@iw8KYL^`71XCK4BWC1^8A6Xq-IrK5Wdui za}}f;%Xqj>q(rYSwsG0Ii}Y|4dxx1wizQBdz}caytJJC6FkX^LzYjKWD9gx zGIJNd&B!m;JNo651BBw2>`Fv@i_7F0wStvlc44*CxNr@D-%cLHf z_89zsd@OTwfPQRgTU7RH<8hVL_va_V@;rec8YUse#a{T*0Ut_At#jXsa0}7|t0m|H zur|tIRYUwY*g3YUrj1PYi4AtJT!Uy4G$P2h%}T-0vdjznyPc* zOBLqXk-hFvl1B~1KQBGwm^wyqhOBid4myvu5x~eX|K3vAr@Ew_w{jYZmz!SVhjL(^ z|9bikUvgjT`RE-ZGCZO4&nV?7znKDaoj}&RF)~&GlyN=TBl5*vp@$vt#Onhljq6^2 zm#^Xi){GYwK@Tk$;IVPrp6A`{j=(t$TbNu!-9IW33Ihint6$Tq(#p z{3Pw0w)#pWdY+S6<Un=g>K0pAix!u3o_IWYJUhVG4Y`u8G*)3W3~z|TKV>W;*mVL zYZW1qejr~5h6i=;>y@18G()<6!$3ikgp+~aVAO@&Y7}wJHyy<&!zLYX9Fz`DD0bzu zf^~8|NwZbW`;|~%%oEVEw6yosjg(#bKt&UKcybtB@RZ21K1XPj&mKZ?C>co)KbSt; zxoEl7HAt)q!c~7;f4Nbc&vd(g|kBVTVaNAQ12toUd?!#YT1`ZUZA)- zY2;af@TZF{Vl*qSw;WGBtI!9+m_(QKCp-3mEUfNw6?uYgzDPBRFt$a1IwqvrAC*N8 z(9)-)?0+6gPMv<;I-e0YVcK;OIqM8yrgC0&flvo5e|b{1;{`w_6RXRnZh(@%x436T z72ZtFyN&$%SP3l$^Sdi+Y0|6#$CFO6R~xUwpIoj*4HeK)#BwvTfG>p`W|TNOHE-4u zo|=F_L&ZY^5pw*ZLmn}IctJ47J$$lb5uLx?m9*SKMUB=}eEjN78Bz#LNKvbVYQa+U zr_fyX27r%a_DKI!uX9nr+=Ew(3OSuhqUWVMQ=e9wfCyFZ3VJYUG7%8pX@{2DF{_|WAW?GIemYH!V#ZpV*TxQ%nC~i z5wD+Xp1?#&R2lz@EZXC_UTLc6I-_hVSR9zCryPV{P$Sa!lO5G0ULgw|4P90%X;PrS z=P}z?8)w81sxKUWCRJeOzsE(?p;awa-fWXVb%UQzGa6m3ny41E^L3x7o&;X(k&2zP zm-#CL?1yRCoV$Xv!WldM1to)FA>qC3AeqN@orv1i2*2G z0L<=`?|(KmH@Hc+icKV6`BorbOW^Tn0R`R6W4%i3JD5m+O?8DwaOl$UYt!}t8;#a( z#?6bB(ZkB4rMpE0suY4?_UW%l#&t3F*j0=g8*MCLBp^Ry`wr_YX^OuGU{h&OmuvW{ zAHK@acdfV-l=n?n(-;YF0d|x{1TDj%7MW)Pf<|MwR-WVxF70#%>}maw0D3g#hqA09 zD)i4&)D$;6vHwd@`@p@h6Lw*S#mD(VW5_HG8`&m% z9C^wpd@n^;OKj-f8_}md?E~9%K9&A6=%Yw>STEPT9p;ivw{f0Ri&Ws%FRQSV);BX2 z?e=5ju7p?-ud_k93Sqk1CxbW4w10tnW=8b-q~a@oy4gK+y$$XS*7_)#PzWn8fDNQ% z)%=TBvB_dLf7!RIqYfN(oal}@pk414pBHd{uK6G82~PVh_}yg`K_1H}zWV@B$`{O) z!Qve!`6i;rp|sC z4vy)6F)zYo%d^@RgqIN4)Q}1A?n!Rp|Tsh zYPYAP{uCKpT5l@@Q2+@BW$0T>dX)t(68`D|Xj!N?8ks8OBr_8AY`5`Lk$zIkeGV~D zS{d*Qn-}{mOeDIA7?O()8qT|$0sxfZx-S+J6nVu;$_+mP5ih5z1q*c96ySNHCDu8A z%Cwnr?XR;oZ)B>X5zhIv8kLV7XrmvofJQ9!8seZ)q{!xixA$uQPUL;Z72UZ%4$N#w z(AjSmjxqYa`HyW6%-6S>9&x&@)Kh=xOC2C>2E3PeFvG4pXUW>Vo_lfg=!5V~L=zz3 z`7{K>9{I&&6I6S=&W`Bv^oSjce=@CqiN9J*hiwR>uWsS}_oJ&5=Lx|?z7HE6F3liI z4)5bpAq;eXJO}AfHS*iqTRM{x^#H}AEAwkYp2Z0MAZ0b-(pnd<7zU1rss zxeWF{)X~rdjN+XJ6AZeY-bKbWvEeyHyihU^;5g)eM|A5> zRazLSdobp3DDr=b%HeU7I&F-|YWAQMo z;e~JoR8ttFX3y3C(~o@$Ahzj@pp3f| zf_sCc!LlKLEo(p%M>?Gw_(y?iNju5~e7eVh&Ybrzl_Mt+h?nceY90Q6coKv?pBjn4 z`0nZ*mGbBc+H5lCEosxAs>|WDUw*at*gnsX*VADqScY>#G>xdakiA=D9+-=*^lJ1- zQ&Oio2v$y&VK^AzYL^$-3ng9CTBJVJx zHRHjG4s}(OcfVL$mTYf-_7_B^P$Sp!d74H}9f;cfmXw=|NG=qY-I8;=jgsIB-7v7oDiU_8MmhpTdx0f?jxXWMcx)V0fW^LP zv?weeKb~v;u+ARO%NoX^M5qRoaR&j5{h#YT4JL_Xl9n9UKo5U6J4-ERH*Vs}7rb7v zu+Z5xW;$^qaV#lngJev4c^XUjZuY)$v%x6IBdi~j66HDb&`^jq z5;-Ry6QX2`;5|!!;B9s|vuIS&ovp)WuO;%z7?2ef{O4sAyZxm~(A*)l@<8NUA}(`k z>Qw=IC0#xBfVxUHbOnkY(dw82z0g*$o)wLrIE{MlfH*m38f;&`k*HvEc>Fyn^YK{H zqAsbko015)tf>rPTi1)Q_G*Xa$o zFDXz`L2_5bIz}n2k+E@#y%ZYBFIX$^>vO}yMAC)|O5r-r0FSgG7Lb#1qBi&&AVywt z6~Gua#(qkFp*G3DWHU{%s8sD;!VaZpWupbD{Rw4Qbu z7bPSyIv;K^J5s*{Wh=NjINQq~lSA7fnzt2G&{k%1E?66qK|hp!wob<#`=efxO|Keh?1968vX>8GcJ>Bev;uG>HjYk#OveOEHk% zvC3rY#(#h1_E}A(-4MCSxDgf$bf{YtMx1hg`6cR>$+JI36G_9ex?$aQoqrpuh+TD2E0T&1COv=Qbp}yL`37Dz zDNP1^jg;y{e|<|ySpX3l6*aG-t>oXp&i&L<3Rd^v9InTWZ)CiR8pg#D6dLgA2QXTH zu4HjtgR3p7<+3;7t}3|_1p>T~pbwh<@H^mQVJJE;n?eXLid$nmQ3O1PhVnc*JlUqL zptNqV_dj|GwFnJ^8`{O0=A`8~SxaY8{RSwBl&mof!x#v_C(AA`7zACddTeJXs<(a- zoXT^WQ-HHY`E$F$w?2v@veQe*h$5$d=gE6|#BAVi#s#D&4H`EY92Q1NUAs8&!6wkU z_O}U%4rN_gSo1;p!0|DgDg5_w2#FCEhaGeSiwCe|I6)3&=2VKXi|=3p`V_4qpdA_cKpWDO5yS zly}+FR(JF8TT%~bUXmNkFVTOTj|?PL0#0{CCnVXw9BptfHsPbwO#>o-N}aC}NGO}Y zOblT!v`tlCZSDOcJYmIfBZipZSZOx+X%@Rms~f;+Do+o%6k`sy3t6GVoF;c_E;R^Y zR!(e|Jge_Yi7IJs0_BbVELLK$hHPQco(mq!ufNdd+T$kK-k|#CgdBia7cS!!f#v{U zkPMj+X$xtE@C>A4H;XcVK(~`o7I7PkjTO36>%oHBRmL)Ux*2UkWmC2bWp%AeJro5= z%-1ANmqbGDcmGwwOw~0qM)&iRvqsP7ZV7~KW#DU(5tcZ z0@~NHH8YGq{X)!t+Z5>igNG(YAb8djcdYji9gWLlveGjfGi;SXayyZf_2jF!`%%Yj z3t^_}6Flh>XTzYJA@aUgERf;#Z5kJll8e70$ofg<7#!SvKk(QAyiR%Bof(K_2Lmc< z=IV1M==a@(I{DeY7gfU#aw=+ zFzEd5{W}^icz^kt-XX;{{bsy zBU$uGDj#)(kfSBKnFeF%@8L98USLaGl4?ZF1F02a1xRo0x?|jAjBxWHzz=SX{|~k= z%4)Db!l5ipO&J$)a#9K%U`>1w2YE4^Hw}HXn{aY}E(nhk^=&3@Z?iuZ#K6cn(C5k9 z(Clt(CJ0FF^1qy=VLkhoCYlo!VnrYbnA;nRP^;6M;37*Sv9W_>f|h%&R*>&}qy#B1 zqPUp^_t#en-P?ttSg1=Mw)yN1vG@<#u0t3L&aO${{eh}1SV^%~MBsMoR!`Dc2Z2#* z$E{j_yKic{_xbsI;Bj54uaTj5)&%U!s;4`giKz8X-?Z7UFse6y zFowG22uJf(u=vyxK>iyg=m^h42?y&mZ8*tPlI&{k;;;{S?p8&)$i;po)8QYN`^%m? z%kDpH9u;AeLFoq0keww~48Vcp*e`I-VMPXC6}xb9ZsKJHoFbAo0&TDR{G$SP0Wh9K zzr2gygi#a6>G+l_PB`fg5JPg&{u+3HvM^3LiIHJ{@qwo;>zqX#*HXP=m?BQ&Vw32V zO*DPI%KFVA8DEO6>2f0&g}ChjUsHhftiZmNke`!dIvfx3AX}}Mrpp6B80*F2wEG+r zEb{sby~`+kt+4@SGu6OypLOKVs0PxeCnS0?>`l+J~S z5EL7mRyQ;4`hxiHE+PG_24d#=hSGA7aFz;-b&>#UGs1(}>Z)8wg{8w0B}tH-Ak&3P zR+KIp)@^~Rm^^~~6~pbY_QRn~=a`758`E0*KEkhQaLL;=qMlBlC7plmnG@h78?#_% z2ZGBW7d4?nQY@Y$%r(D?a$3iK)Q3@Ua7&df1p&lPO?nq=DiA4H00Cc3=<*cuJq-1z z_o-3be3oNHnWp!Qw(rXp5*f%aS#H`G9aO2Y*7~<_TuZ{$_O^a)5?T_y*N?RI)hDuw z!O82`zFz7Pw&QnI#v)zeq*UtqhhcmchQlzU3l=MwI;$O%)m|G9z-{<{UOB4{QrNX| zrYhg#4S+?m9i=Nc(Rv)QAMTg}! zR~u^0x}q94CzC((rE-EkV6A^yk7H7r+zyj_A-!L!TW+RBb!Ok=y9HQT>WM zDp=rsw|{)pwqt|N#B;V)mnCIM85+%T=2x4cRs*?njl$jqIJ53ypDsz?p!aUrslesX zDOx*}oPmcpXV1icxt;l-pba-Mb~}Zdoq|{v3P>zxkrW+r;lDZbyyDO}Ey1k|TWA3n zuRz6D=u_)guG-Gv-YtQiuX6W90P+4M3&J~cNJ^Q*UiO*ENUj`MDLC``JIJ@#Vy$I@=HBtgyJuuxc^KvHk)I0l&uVhGP)XiH)U>I5KlKG|7S|9ar_SX zWmM_dpXvdB!4&}jJ;*VG+n$)KtraTcfJ~JP66Ea+b?^kx1@{jvV7X@gv@;)|+e zXqV!&EOq#%@<K-1TtAd-4%!lqS10`_LN~UB1nCo( zX7d4UedKMa|GIO;_Gl5RPnrBg9iT{pewXLqfY|aygshUvDq6 z%+N+B4)+?isT%_rA2al3Rq^-qNQXOka?|CLJwhDQJKvr|9^`Frv78{IJfv=RD^QBpxwU zTHR-VA8V+pF`s=DFDT$yO3Pez7whIBEDuZ4Q7yKyVx7?9XnnNC?ebQXh|t-$|7&of z{1Z!N8II|HWDk^VdjxtRq0OxW#1+~=x7k313M;e5!-$Ytvnc5Ma}t{ZDW9W3KpO~S zRe0N%p1SQwD`4b}JJ9Q)xSJaL z2u2+$%qhtpYFC2SkZ^q^GRQR<&lhnM(_Eq<1Qoe*v{e{^eF~KNJ2hlhHWbC|%r|ye z5pph`4mrIX)t7TAKW{G(9U2lBE8?$uud}HaBfSom=*hY;JpZt*L#G>r*p(wHisi6> z$Y6xQAAi(MwOuhQG45i|Vb=qh@%Ks3+OH}Cg*`H7-E-3(lZot!#kpvCfhikb^1h90hOUK-z(B($Pdj#plN)UdW!e>| zo6tCjbBe`OJx+A+a0I3gTDOrTzT+)_g2?Za6#7h6ulli*XeyaB!!K(=|i4(8G*UKW1jBN%52lu zGNy^nF(YiVhJkT;5`T-BF)q*c3A%<=L77@o4^G444ci!&YZ1Qd)#@~)_I9kIRP+sZ z6Zd#^YYFqZXTi?tHA4gb7#tpdSc%%^u9c}aw3GR=I6VadW`j;AKL>Sv=^1OALkkBXhm%0R6=^P zTyNog)tqDgxo!$LeV`zV^nEK!cz1dSxKX>c9E9+V>k5z;FmGC*ALu53|F>FFZ_R#O zYYWi-PwDg^I?khuP3y{=ItF`BzO!rzn-8lrJ<83~^CSy`kAV2}oYVr6J}_Wa4qU#Mg}PBCT0f zv}ZL#vzs#f|5w=T+{;smaa>IP3~Lr&snAh%8<ZY{u{W}}f2lKP(x?gHf z4zad_;K=h5GsN&r^5Lk{z?Q}ZO9ip&O32Xep{m!32&b=19uI6Z6vQnwWkI{JP3#ufoW(g}QRe)14K>;Ym36UW0&u}p* z&qo39qcu6F**RQ)Wi=b5Fm#e<5o0{1wzwH)i>=|pd3X5FI;*6ylqM{XPQWjD?2CN( z0&7b)#q4|)HC7VvW=yh@B|?%}pX_*48tMu(FvBVgiu3+8DLkW~QyCi)Eca*%1Kuf& z!yaL7fX*t!gGqOZJD1pM#_q)0CiIk??RtB@&p*6A3O})bY^j6?;#kcS7T`;#JK0Y8 zf=p!5dv&$(=>)XS!su(k^8gttDSK+DqtWVh;&)eNp}Kr*#o?;4=fXFnt2K8cmfIU3 z&tzuSGXK*@8lhq$Tyz@2^V0K`tf~b(+9>BUh(kgngRvb}Io*n!!t56b@C9B(G}Cw1 zLPoK?JsWR-F8)^bDzx)7x(Tj^S!?^ER=k-aCsZXy?s{Z~%#O7Sc?P{R0lQuVG|>R( z$CUP+nLYP@+Ns+EkZwJz0O{+eoX+|`5aI9l1*YE&A{e!fzVy)lQIG=_ROnO6;Vcy5 zg?JOj6{__Bv_dZ=`NN<6j#m8R)4^Q-mq?>wuONsB?NvCx_7*kq#v5Q^-5(Xexs?5s9xlB0IIfc8LBBlfRfy&zu|nooBPc_- z!}|b#3Px6}561^<;uhu}m2LsN-Q%2{h!f@$U}$-@5!Oh7e1$nJFAFK;#d5^{bGcf0 zSFrW-JLMF~2QoXz#QOayD#YuYnjl959MyvdVPRmP## z|HKrC8y)Q}rIQ7-52b5Pi>iPbNG3~Jwo*@jogH6I6^j8E{~l1UJJM@D5h<=ki7+JH zUAiRw-qnG4hXkT{H&dcB)fL1H=7V90i_Ol18R5|`jX{*nVpvXlF%|lp+ zyvh5T)}5rER59@_c0i#6bE00WA4?$`gC_7GAb`vKSNx^!Qld*==?d$V&~!tx`TI{oWMw7)T;Sx+oE?SO|W+HDvM08B0-m0wC!yQp(eZlZMmL2#7-Qcqi!MX_cxj8OU&xzy1&x zBH_758-9H--5t6%8@8Ww15vl~Z?JuT_nmXAwHUJ6Gbk!Py6h=;%X@CC1tQh_S@KI0 zC2qYt(c~uUX1Lfw1_WCMV%TLEi(Kw04sH6_R>ualaGKdzK1eOBW3tfgI3Hw{pIN!< z)(N8DO&ECA04HOJk1EI@7Q=M@pNHVMh$X)Pb>dlibm!h9@S`R`*3b-8A$Zh(IB?xD z{0!5*S9=q$H!pVkHAAfbb*?Rhng-j-bNT_IVkLs85A2T1hvFsrVCi<^lL=d&JOZXN z(}?G9y50P!OZb;&0Cfue69N@t7tBgtQ>=;cz)E*svQ2e>`|UbKu}Z8xRpweS@Esz8 z3yASLMB!BuWxAE2Lkd7Rwc1mEU^liL({UoCM3uN9Dh4^|U4m7>V<8P&g9u8;L^sS6 zE0%0tA66_is9PZo%}t*xDhkHiJpvDGPHDJS7-NGnr>LN40_yfE>%bt@NYVos*U^%E z$sL*B7lRxg@ff7?5rs&q14oV7M9S0oOByd%P{k=U=sxDW9O9j%Zm2esk04U1Sz>5-V%Z`(%D58++#g0l*MC`=`b(_PJK>Z6RNdRI4ZzF+Dlc7u|k2<&|e3_#;%m!c!c5*D*DW z>B4FQDyt8qM4^y>Kd~XcvTt_RmSxK`REzN&5Uf?R>B>cb@NKoR2^M4|jtP|E=0Wu} z^R6(5NUhZxJ%80agFcFTKW{6DwSLggjI=p0xcKpp#2#p+p_CjiC{-vbFH7d;U({Z? zgNgDkf3^@1S&9{DpOj}U*HJ4DY03F%OA}Gz73K&aeX2Kq{+sI4Xc)pa;HU`h9Xv%9 z3v%u70{+^@t5l`;T7)|_01ie<)_Hp}3Tp2N5 z&(fb1V+VrYdH`<%YhRtCe+5^n!}oGRmdYQl8e)#9KGu@?{R7&p$4mC2txSec$5VQC zQevToZecUt-3BG1_lg;Oup#6Aw)}ZA`@a9tf#DHV6(DAbtdvGmB~sD{P(lDfNA%IhdK8 zIhZfvr74bklfwe=LZRwe$GM;`Z6(q$j(+Q+Te?CF=c2kx=Gmsc)4dqnLT0j|^Bg)C z2T84eomoR&N8RlDiaL)N(O&iY@Q)A)XK;%_Bjd*7{5lFs7WaKYldGPD_MV!oQf4Uy z_J`U9kBACZ*W*&yg2lE9g62fciHUQ=-jQ;3sfwm^9xK@uCx33WkgBIuS=G7kM#J^* zKFMzb;sCWj>#Ti|It-o^Ax!V~-SKGUF(c4_=cT~oK{U9hY}G|+5Ce?0O)*?f1XXPN zKcS#$hgC6q=FLq(#$J1txoCP?VgcB@N^kM0qTflgvd4hb#2D8w{ynsd!Mx3Wur z)_7xh_hL)Tba12wi@^uSov~3WBOJ=$;wIfWST4ec>pTHY*bBRrJQ&m9W96Ohe?E&c z#3~ZAQ6CP_umnqJ#z-Ub*Tt$Go%GYE%&B8zzWu@p#0vB}al-=TYI=^uoii6F#}Z=z z@R7!+?BKZYAY!5D5d^w|L4H&o)$Wgf6HFUMC|&t}m$4qPhC$e(FYaBnQ(q1CttBDd zMfQVazx@S0<|c5lxO3})lH8CHq0JleIg=2Ez-_$UMr6N?ii;*sjy^H0Rj+F6Xk#U+ z`Fp_yI2SL4oZ<_WHLRU_iNhsKc{?B(xSjH)>X+`PYl5l2W#0z*X;k1vt9Mv`@Oz>M zp1>acfHv`fW4Ocfxy){UDzqsskIH7U+*7ylo>(%})_=f8B|%dh5^mi&R!DNL^&o@^ zYtq@49j(-h2v(qUOm09gCf#9Ksxmw|dtYrVr0kplNY?nXJV6y@-8JkME%8nMmSgkF z)3Hh42WhlrEYLGA^1bubDe~%nyI(U5*L!bI*Nh~S-C3Is+`ta|{*s?3B;rb9xpUAP zZ0b`tu`VQ^sNJpg&RJkI5&isrP@w0A1>ZtqMgLZ~EMt;6n;}V6QudK+&z{q(F*lmR z41ms91Mw~LxWPR1fkwI!hz6wJc@3SBXClMh72^R5a1@h zMa?ShW0&;S<2G*`*`q5fLl5E#%S*1?Pt!i4aC=ANV(dTh+=GrtU?BsKGluOmiyLq( zi>lBQz4&eDF6=~20RBNGS%5)@ij5are}Fm@?gLN)vu-()q7Olc0C$ej=Pu{sd=Wwe z4*eXKrW;hGFAGzFj?~(J_Q2ozC;%oWvp!3ckR_s2yrXPErS4mfVUn`{J_)69I_!| zmk42&&T{==&gC=K_*yRj;q}lK{hhYwDqgV!r?A;Ls^9 z8#yC!RA8L1#>P149%|bF=1%b|bZCNmMG4QEesZZQ*OYT^%qQjAlj$@ppiF_7wf`aO zJO^mgb1M0N1b z0jkI%GUkpk60tM7N9@MCf9x*iqMG#@WxMuBL{Su4wz-$pyPLiwjDQp9` z=>^;}v~+n@ln_8o7=@cIlE2~2-`y+hF-d?pfCKwvV^=Vor-#aWR z^u2R`96?3U!XGG7L$AgZN4Z;u2|;uyvR6H)y?d2`8RXNP6C48myRxh&73!I}11aZr zgw>|`S6kX$xpFf+dfn1-DaEqku^QGTTT}kd2&>@Ih!%$J-@rys{K*x3SGIj=nw5=q7ghS+d-vFOt>? z2Zg*v*}0JK{S7s)VBbjPLQh7-A12J=4Dl`zb^_z2D8ZL0_i!+LUama-%~H&Rox9?H zD-tVq9!8#-?Plv-AIL>pP$c`pGnry{XK25CR?xy1#5f`+p9(XZPfgphnchv=JOJX| zncz{dAScB0xw{>l2>=zq%?5%0MbR-9F?*s>((pb2DpnT?oZCkFcUp&xARsH_d1ln9 z`T4S($17SA{`o5uXWWDXlhiwZ?=*EU%ZRR)>gIv%eoSN*WFM4{9?LIAKO>St z&i^9pS@pdKd!}oh@zXSy(PlNfxP6d3Rz>}?F88(Xd)(8XCRcGE{Pk8aPT57e%ycX5 zZ)+^T1V)FMi*&djVBQquk*i88_HKP4xLdlk(K(+&>~sJoFqk{y3MVA{KXO133aEgf1E&YM?RDmV?H-=SL=7=DS3czM=V~wbNm9i#Ri%?xfr|UkHfiyu zLl!9Ij43#Ez!IaqqZ@Ge6iha^wf-W2sUD4&YO1i~#LvXM1s!H8k2_1>oTj3n!#=;Bx z$^N=2Ttx#TxAASXHtgT&>Xm*B{{!$On zFPCoIv$fX2@}4SFE^4jU@vHK~tti~V%2nly<2L^EE*l=qx&NgxYug5+g2LF1C0N3f zxTz21g=1fe z#Cz9K+0U<<-Rb?^Bzmq8eg@ORUFVT_O3BAjrP5If6B?m?&3()2rgqf0Nss041S9FS&HYGGsp4JV~e$% zY*v*~&i2yY7Yb>*brAV)WuYuXMXWFG$6dKMCZW= zxp^QD@bO^j#AYjhQSDa3nTHEx^AoD?^jAYbvJWJKMr!5Ieg1QNhH?6A7Pu~9On^=- zogQk-UHK|1KXy@~R6XOz+gWvR1gT|}QXA_h^$710{3#X0%+%)hQIItIc15XVo>v9rNQcZbn zsTwja^wnX?ch;J@x=XMGhBF4m@QiK-Mr0_IhnB=r8Fv)n_yrLq;4-EwS~ZmX_CvsQ zrTNn98PlH8I(WK+q9XI`gvEk-9W zM5OnZJ@ePJ^99!j4MFd>D31$O9iFVYEF|%~q_4~qZAgA4*O-O4A^qaJ$;q}!q>2x( zx7E0TTI7fRV)cR>L%=v%_W%S9rv!Y0YKLEEmI^?BcOpTWOvMY|qR9eT6f7aCjN1_( zHw|)j;VqG@G%eLAIz;$g{&8ilzbqBY zL5uMe)_HQmisy&&*$?a|{+WFpl|*Dx}3!fnPS-3Nm;k!TOMJ z-7+(Sy|XauAOd9tB!(t{b4rOcbLSPD8fQ9x>AqTovZR*P;ibw1WM?PHf+{tJJ;aPw zwTeCU3zvCSW!Cd$D;vP!16z3d3mUU^R+jzO~ z>^s})_Dfkb<4=)<(2`dC5{ZduDx9VhKXPHP5Bw%8)?_EmLdQaZVC;QA8G!`N+TL3UAI8m;)W_R1}PENg`+>9~}&jc%I?zSRJ`u4EB81Q^PtKd#AHj))ew z>*ESOcix6SDy}Dbz01TLhA{>5wi;n8q)oE;(*&GSe#!EcAiwxvUZ{ZW0pMmc&SMWg zFm*-$snYyOR?l2fDx0uMqtG9Jzu(lMI{J0AQxONRu|)~`l=S=G+r8r zr&b>TH=BdPHk4@BL1uf zUgA<%5KohZsC_E#rWhR;(wnP*8SnEl7Ugu>#LL<4W;5@|mRb5anl z1nZ^!9s1DcYT?z-u}aXHFdrBDheDCxL5NmWgW2HDN4l`#0|}WSQ`@kZP_DA(HvVAHDwJrvuEWv z1b_2OvKZ2fBV}`CWLyO#4DK$DY_0R%0Pz8gc2Pe@H=xGW|j3((WT z!oT{F)Mbe~+P1zQc$RYw6IZhoU-NY%^X>|`5(l_=Jg+L6sjSa+>!2QVKrBz;$FJiG zGs#uch^4)MQPPtyRXNNfz$dZOy!70jn>^V z8=-fg5l8epw;B?BD=gCyGEIA1djqhUeQwsQT9i?=<0m0LUbK}jVWtIy3TTUQ06sv$ zzhoXaLhn<(I=3r)JmMFKpE>_F>UyfIC)|~ErYeKuwLt2|e>Dsr5Z**Q<3SXgMnG_# zJ82wj(GnrIYYQwWIZk!kvmwO!13v&B7^KnK?2vs;inR zDR&OBBDFuTf5Mu5fW9Wq&jQI-pCUIIvu!K_khl+Vb;4f^@3qgHoUFIK_y9{;$V0BL z-P;c>93-dCFkf2?%ld&N3Dvuqn%5?`8-N-O$!rLom>Kj5E zl+O|KM~DPBAghTW7&wt!{0--F6%MLO22kz3vlDU`@WzEQP;ys<4zC=fi}%w_$%ADZ zDRRUgC=td+L6w6~#{o;;KM`*}5tYDZv%ON8rb1?LFX7UrCz*-38Ltj(U`8P2Z@w~C z9!?y*fAfm)Hd482!a?u!y5Vp#uIlHvl6Zhs^=3gVY9+iLbRb)gOnm4Ib)Y+6CU>7C zkEWW#6>UPpWxCh04HzvIeGlJiT9Y#LVA}F>+s*Xc{O$k^4l{G&w`Kfy3nT5;Z$^LQ zmn+96_*iJwFsDSWz**ec=|P?rq+y({M-3rkf6cQLD%6yV^FY;BggiX*1dGGPq zP2$<`s8|`zemyR!uuJ-H#rm=d)5qeP9&vP}uHBd*8SI||z#9T)(XZy7QdaeF?+lg; zJYOw8H_{asp{_7SUBdd6KCAWJ77 zf3Ie^m_>vsZGV#nUxy97hqG)sKhyf383a$RJO}F}#kGBW3C9Z?U6$0-SrI|IkTU7EyO+7J_e=>|HagdEp6#WuaW702;!_1Wr#t8He-LmLe=I^& zE*AFjq!1ei_0P1z#h2ufwn-vnS+d#hMf|0VjU-mV6r=dsi1D9fV*dnr&=n;Tth8EI z=acpHx3|R~!VqBzl)m6MgAbt|1QwIL3#cEyBR<2iucpn6&>%RKB^x!F6poqOK*3aMpQ))g3TBqHu<4p0D z87(4yT&DaDATEJMgx?f+c1Xk=uehq-aVNDWi3f6qlQ;szy% z>I~KPb14f>k>t|zkr}0P=Nnqq8*L2dCFB~aqCcC~uFo_VZa|O{U0&r4v+_3r@@ z;=3_bmF?Q2OXy(kwMRH#rOLXD$Y2)C^a%a954Tt`iEBLD7HBQk|Bsg7ZKb+zTo)3#@;Q4$L)BhUu$ z45{qD(wyowSmvU)<;2i9*x)9YG7URB5zFRo9HAX95&+TArqG#oF{<)bb_;zF5oaXe z4)7JmHLP1&x!N5=Zy{>w;PUQf;w{@h)BTur{OU88w&TD%e~_37HGt#@NwEjI^lzob5&~w{i3$js3jTsg#JC%;uC(L>l;>%3W&S@W8$>Z) z`Ktvv7Z0_hSB%O33?U?)$WthF7)+?S&YJm-7z-|=|2e3=9Qf;^sv^)J_q5SJ5>%q9 zHzUPG*T~N~7SuWz*sRA2s7IMY1mzn6nZy(a&V0Ure_`bn+vIp!A|=R!GbB3J5++1! zwRV#{U5Q}B3&R^!`LImE>Z3Y?&K1>e)IiVJJY3NYJv@AU!hW4b4?K@nfUh-7y#^WI z2`_=)d7LZB;nj`Gc}0>Nhroi%EZRAJ zf^v`we+92}wTsJaNw+V9a|St{5b5uP!XNlIOnO=sY2~Awn^tO1NAxJq$wR786A?%DCy zC5l$qvyz8?nLaG!9HqorK+1D04b95Fx_E(nwg@NXvkIk6>+s6@0=PB%v;N=dgcUj& z9=$!mPyGGtRxPkGxtebiS`1r~gSp6!nPdnL5dt{|;@dceKYvhNv}w_yaH|l$;KQQ5 zf0oI|l~QPq)n`3R64S}GUw%yXr08!^k6WkZ;-RuHP3mVrNlfyJecx?#FW*(d+;8v9 zeU$L8ZzOFloRYB>(Qz+3;t2CM#xrEv5r?Y0`QwxjE(p*wk6*b|K=6qF4N3I;JhzW0 z=>zqF8Z!V~4ca*#O=<2`*KT^X?Y5nXf7PitCsnN{{g)yt-YCo{K*rvJUdDMJ!)qxC z=Jk+GQC}h!$ZAR`#4z!JCQgWA{X?H2(h~~!ljXqhM_{i0m6mTiy~qX zTs1YvYNMD7TX)t0cK69>QDQ!!{>nhiJqQPh#sh`}$A7W^phs$QrgNiZQaUa)e=w z%Vs$zVc-M7zWtgsqUbt-LGsp57(yEClJ8qIm8Uh3nv}ZVAdZo^AV=X|x0feNrrrd2 z&VCC15~1>_Y8Iz^X{xAk#JOYWe+uf`-c$DC5Bn3lzkdQI6UKcDGiX0B_z=g|o3-3t zA*zw-S}pjew^v)f0}}5Cd)Z0Ax}pAv?HAK8H($PLE=H0^_x2sbwNn~`#!+V?Tf7=d z1s_qN&uBMNRlFxztKI)~Miq8{JpWbO*sY5cHtTqQ_DVQzLkPcduyvny8S48Vb(x$w>?TctqG7Drm9k@aQzsCbv&b(>}Lpf8>qzdUwPJe9Jsd40aeR z4|B5$E80wBOgZda$eW>-f3yrPAApAg<0M26dX(KyQv+$AFPp+j4b z4!bUCf1nGOX@r=k{Q`V&pbgy=-*G5~69YKh1Z?*5_ZuEP>DRfh-@!^UF$?m_pm?*k zQuTR1>TjsDzh7S17MX7aYBwzMUUMF%2OO?J2Sc)Z+!Wk6qj|;&f9*@FjDu>XH-|*|8pMSsm@NTP(yQ@bm$1Pt})`lMIs_&+ew;LZ06w9tQNRejuVO zu-yThA%M^k2&#=H1dTyv!M0zg#Gr@)vH?Epq$nka_UwnMf3q;Z9ZUZ;Rnd4~5h(2Y zq{rFu3|IgLNko5~PjaYeHH8csj`TSx+`PDSmnX=fbTAhJEe5~&QgL0(eVYR&e67=| zu2HTU0-iP&`h!RU1GGu0Ci+wCdR>7b5%P{3+FS!-Ozy$#5!Vmy zvl7aL5HdWvf2u6P0p?e@f-x8*Q;y$6A@&?aTu_;_;+E$_xC3_ z6rXTZLgPZ-S_;ama{FhPeSN_#?*`4@OD$|eII|TOf9xdAJ6}uRki)KQf^=9QHGgp_ zZx;+t6J%jw+(AClJUV4b>1V)lzs#-hR!=9ZUWt40ag->Vj(O*7NTc5Bn~Kz5$cku=%EKyEv=27+?Jf4IFs!WxcgR;VKli^i0*fOC6cu&bW<9hQaSTW z#?SZ(e?XWiWHv>Ws;z1Ly7Z1_N@B8{ci)j*xhP%&|7?A}Lc2{UTyR ze*pKl7Yq6jZHSqv@TqqQh{N+-RL`nUX&Tzt*p05-WO!Czp3^MJ%m>-0c}2dGGUVK12_0 zB;n9zlqMz@G@9u}dGdmfu9?8JYo5jrFn5L2qN)nhzRmBwofst90|$kwz$+KyVfc`l zbh(6N`2F0IJ<}g!hU!vWx%dSVnJMB$1S7&ZwoZWhqngKLqON#A+x!WX&o&jif6o%C z4J`q@&6OmD>iJq^;_pDV9Wf(Xn864QZS3l*nk|#BjzpQduuT;4uh!Z>CVt}%agR1LmCbWGcjxE2gY<9Uf1m#KJ-4eN z^fcjj_LXtZlW8Dm)Bfr}I%p9Bj7Oxcs!RFG(_9#Sh0QYa!*aljwi^ydTXxY>^{ zjVKT@v?sA{5%gL`&()OaS6cF}(>Xwj1)bCV31p$9)(EQc&vFsm6ccO>5xK59Lr1{P zfN?hmS#ci;_cV?dEikY4f5uLoaDq)vGBWZdjzIl(JZ<${-^bTR5?J)bV9*7#lAw7J z8VYTic%!hY;eZ};&uemlUAyr_ADyOz!DI*-G+Bi3Y9(Jlrd~bRi?;G_O@w88*5`T#WN?>F0BscO^*Tc@vn;G9165v0U|(qyCJA6}39BVj6L9zlbP@*SE`@2Slq?0FZguHNZOb5Vsg2J< zBwOtV<5)9Ff6Wk0O_~t2))R;}X9=~HH2^7~mHRRvsO6iW(FZEDq#PR9N7V6@_UA0e z8{hudXsSo)CqnzL;&FT0d80vog9a=UyD#cucC+=x_tR(0N7T zidzKt{c@Z_M)IeA)fKpQRPCi5r?)ipuY#|wXvarwe>>qG9X65|rKdbwp<`3BkZhD( zNZxz%d7wUK=9T(uElwK|2(0@9ldW+(Q-&D31%6%Bai34hzd`w8rm~D6xW2&=GF|qd zSJrp?f;K{CZaV3lj?x?H1(Y-5w3V1%chD~En4DYLruTe3A z#Et(ke~)*)1I_4p3Z$k_y(xj~9i7d`vkpmW{*F`Bj&V?Ez1EzC9~T)e?g%rg#G~wE zG0ixic4HK^T*uJ?dHSh~6__{T8-E^P!rL#bp5?j4s1crsmwgu!LCg;7BJKPa`Xv z3LX2~8@L1j00ID)FMI?ae+|N(_Sr*}&mqk4e;&?A#{ej3ia8PY{P7~bH9sQ{P#t{z zSEZqO3?5gUk-nEv@hP2*5AKBeLKmYGBmryNNDmO?raNBP?`X57YELjFT*?XG<)RlM z@;7ov#N=t4E-6xSi@uMrYm%OZtvt%24#{U8Kc@lU0Cc4W>$191f72f|ywlEFVl>}L z06d|JRc3!waY9MoH27nXE1gL~pC=yVYY%T5fcL$X@Ol9<^`SoPmTq!q4v-C>hX+wV z6J{n=awANs%eu^!U)Avw_&KtR$a`R#sHPzwNikY=@^k?i)AG&yGl}0f(WI{suaDkr z$?AqKURw1?ZZV=ye`vWLh%VIyb!cM#5u{^pI?t#J?QBoKtSwf_U!G0jpFns6mTaF@ z*T&pRRQWs~t@0C$DNF{}unb*=VsnpGVn>Y?#5GJ2>m)vkw`%Q%OCfkqw2tPmwTpRS z3IJMpfawkzhH4oar3ZTrP7elt)0MvjYkxC@zug4j``gHme+7Bf2FMcpk~_Sq>_zVB zg{pNbAB+q_!pmx)EYExFL&4xf51=<*LQ5wJ%t+f-vnE1FT!L3v7QW(8HsHQihuH%+ zDG)-EON{s{^ezj13sZ)kEmP2gC*PZpc_p(#n8$1*1MZf^=bSXBsqyc)vcA%ZK>E=t z@o!CXsXjhge*^7%sSU^i@6a%BbD3ZBvw%d){$k0sEd7v*JyiF#Rkv9Olqt|s#kX=O z9j<}}352kI;E!knGp1KTDOLeglMGz*RC&Jq@3yF?rty2KeH?UMqFph`yNNe|*_88bkz04;W{K#%VMHd0w6i zs0->hD}LmmCr>OZSh9)tklzS|trM1f$pfw8)#>KU#>6)KT(Nz0U+f>~(X3pQkkJX; ztQy9e#jkyI-EKMfEVd>C8|C^Kg#=esel1f`vQi-W7xbLC&isHi;HPlGYz!fnxk#8J zjYDyZe~gx`dTkC3=uwO)@bR{ZM6jI+j#?b@?1hXi<%q^EJe8;H{o6_7?C~--K0e9+7_Qft_R(gCC|O?CCR2=>h5?!q^H7P47Ry-wRQ3FGsCr) ze~@E#kCOuyModT)iZ#uDUoAm(UK~*aRyNX8C-AIr zo36Epq%D+7B91sL9k`;|OM>hXdiHH<`iJ^0mff8G}p#WY$O&_o!_fg_UASY$XCwP#A&zY(>$ zule_yaGB{;hH052Lcb=lg*t|YdhF|=+}Rb_Wez_zBXh|R0OzVH_>scp178zr{#|m? z2WfW+kbOzszl5z!>O>JtO4B8Y@+||9U27IcAj7NXqvL}~%L}NOxXXFCDA59&e}p>q z1z3KkvMgCHjF(Ay5- zz~;|S?ANv8c!n-PiYdJ(w>>EJ5J^LOo38KW$mkTM_ zLNjLtSMGNvHI@|Pb`FOVe9uX5M_jIPi=iK9jV2DAzpRX*cSaI}knVY{barMD&z>j- zEgAF;s*O<;`U(%`e`h;go0^-$QdauynEfuQ8ezMIW!Cvz4Q|fi8}X89?T-gE;nxm} zZd&S?y!KMr1xESHAYC43_o5+nE!XLCeilr1g&KfOx66}s(Km^|3`j-EX$eeJC;nH@ z_eq>VSs!9PTCQUcI-aJHB%DDR7=<6ao?zU~U}tm38xBE`e?{7*(Y%Z_oF;`&6_TaN zhas)Uoh=%|M==AhEY7g#f6DE8&rrDSL>S*mRprcZ-98t)cUf=l1KRxEq)FU;^`J4!7MAlEXGFdV zMWxkMgn^ic?c!k^beux|0Sb&1q#eVv8Ck zC&560Hja(guvuQuHSNxZCKoTe+F$Sk;vPE+8}lW4fs?-tyI0%-z`BI z-FT%zG^`yvbiihY1J`g#Q~AsXsU0>ZqTm{K-5Pf=%;f^n9R9O0axQ`6+`ngKF{wj9 zYhY_4Uw3>ZqAe?~b@&8F`~t7+pSSBM9VhQ*oNQF+f)#SJd|_azc>=1gy@QsJ@qOOQ zf0&C*I0atrIV@^wyROU?No&iK;glGsJ38>B%Sx@np7EHsh9z2oJjyduIl653kA;+Q zToe;SkR+(2hro7|0%wjL0@7YYOCX&no<`@K8-a+f(s3lrh8`+`Pm&#oXu|HVV9J@A zn0)uCh@_1W0si#-Fw+Z7J^DvPn_bwEe*tiap)iL_g}%2l`dJ8EK6|gX?H5fWSFBTL zQD53Gyb2nw+}Xw1i$qA6#V%05cWo1pgs|Hdx>wtR4fGuNd>QErbeh8u&yZJDYN-b5 zv{=d}AMC&__p6OdzM#(Ht&j}VSnf!`WVG-1(QuLhDuFm_%R34SP61j7z;$!Qe^_Mz z2x$4$gd?T%f;xxmQlJj&k#!fnFFgUKBiy8m7zf$Dj73$g+5$v-K%$M#xS0D_XS}nT z7>H(CY#Y5sUMzX?ZLcoX`7_7WiRlAQ`Pq5GlgHcdFS-OlkpTldzMV-@*^C*?`dV`b z@UL|&+do@8B=kYR2=AqJw0R6Wf72PTK&;)Rl?y#YBi|p0>AW_W;f(ZKk1II)WO=Kk z&2hHDHw^JyNX4m&bJJL;=7ZjXSf4P>%N-6=&&N**F8>T??lTDyZNjQa!g3s-jf>z(j1h0xC}k$ne=Y#r{sm;& z#6^vO(nOU@X4Hr;x=mRli|i7NGJAWw;bAQa+;n`9OgN1ueYwp#y^uI^S2cmPOs4|N zHRKP59c8y3<*k*W8amx~r0L|((+TRv>MPP}O2Z`D%p#fT=czkOXo@hzje-p4cv-h( zxnfIpnH+585RPtlWi$m!?B@m$3q1|eey^qf`FJofRc!H zDhMUe?96kns}VmB~h#$Kwga2`dq zPMtU+<+bq$Ogh*ot?r4QeI;fB-vbKJv=nz~6{CNewuj;ohsNMff1_MrD|4>clEStF zg|9U;T2(@ajo@56O~8hs0i|)rs_@N(c#+VEXdx_-aIWbu>r>AFk zQaUC0vm8Kvi39>Olsvb{ZWUT#K`&^X)S71G$=ys(1nagzf0at)5O#txDjeKp35xBd zKPS%B{RB_jED7hmbuoaR8@$L#FOcL-n{oomhesiH# z;mAqLmnbEAe}TWXeKjC2)G}v~uuWss4dZ6kGbQGt&>Rw;N-pOK3r3EaV=A&!1RHAb z(Ml+eS>&UTQynG^=yYc8>-Aa=GiR}h_Yxl`Xyzq7hgh2^k{-_mel3~_8mp+}Vo^&u2 z6NW?vXm4CzcacFf=T@2w)b2BquT!#?dM1;$s~UhFs?#r(`b>vPhnM_+Kn z;6MKCe=MIKgHSWc*clLHh^+l{%Ttp80!zS+$o6T%OF3c_Mk-emiMG@gb)cg8e=xd~ zs71)IO@u#hf`84slU`xdu@Iklpl!F~VW%~rj>aoo?Kbm-E8!Wa1%woXVW&+X+2TI0QSD2ezoM;>+D%{Ga(ZwE{ zw{BJ?aJi3n$c;^|3vZ^=f9wuNB&-Fg{grH#9uwiwSpI~$xsHGq(%{^lJz-q`kYB9n ze`aVP6E>S~Is;NNEGQbn38+~F6WJJsc<2l2I_v|D~4C6kxG zt3bYyK7oB!Phh{nA)vp~!ik+Ps?Jqsf9pK{7RE~#3xrs{6trL;q@FNPn-Q16a8PiGvH{4yY2AtDb>k&*v*( zuNm`Z;m5DevUhO8r?u8SG116WB@^Y1RNuY+Vy&kpBo&TZDct{Bq{$;PI?hzcq^&5csL}E32RZfsm z5~XsqoTB^o6lX z8W5BLNY;E1kBMlr>qo7B4F)@T%+3b4))GQ+%ek)v;C1T9589^Rb|UH99xez=o~oku^K9iBD2t|eF;easIgEz5`+J`Ia~p;kXE_O~5lq|y{TtJ!^6%B?a2)AO z9!M6?pu%O^v07$figXYiQuJmfk`16s3X8ts^~e3+7m$OTe+M;htN79V<^>+(oIVl`+{_j$ zXJN_(q8eumbgLM4`*G3L!M<-XM)*i8q8#|0#0xbvnoh9bsZ}#6;D|-7T6jK{%j~*T z2roD6J065Lf2PFkc7XHmbc<{tB~ci)^x zEJbQ1GFzaix?2!1F8L0KrtVz;+F5GyZZ2~+Ro8Twe|Xr3hGz&e$<_Y;-v@L@GJUAV z7b)qtb73V*5-H&Q+taeI;|!0GdUoV6SOtWK3KakdMsP8ux6R8&>$YAT)@t58u(EXdI-KU}D@n_}(^WQsnzUacp) z2E$}Rx{Xft6rGJN=HrVAJP(}bZPj!<#e$3go6H?hYj8p3su$?oH=)-8Vadkgk~ME; zAeY&YeJOa+rO_>JOJ7jPZd9T+(r3yV68b^$f8^p*6+GY^0@{-nVJ@u^A8a~$w!0>~ zWklSr&{4ywdW;^<8vfM{yOPST!w+f*#PiJm9_~Caanmm5%W3Ji493?HA~*5O$P(g# zm0DH;=zgY-+dLjG)_c^9?uK3{3vKZo>(Qw}8*Y4;%tV4443V3Ob@Cigv@rsLlO{-z zf9XI_+GSE~6*L$Pz!^DIDvNlHx;b^^74LYKRa1`6z*RPSKo?EHWtE=wmMdegBWv^P z;tu>uMqo&E8p3!DQ+UzZ;d#Mv`=tF#H95;13ehkbIQyZ{;(c|3x~8huW%hSdI$hkb zP92L|M3cI3FQEM7)61i*u?DQW1Ljp$z3g!ZIJjPnd!I^?H{CDF|^c~(D>f0`R{R(1? zF(9H|2vy(ZEH4d~E~@iH0QoPjNO(vqg;Tm!C*nY%s4dVvcs(EODls`$2vVPJe>%@E zIvX&kL=Z9$7-6DR5auQWF7nCLz)XP3H>Ep+^J|b?pIq__Q!F+@pCsYU-Uk)&m2X^t zJj~%ZmX9)1_@xV0byG1##Dt6|LtrrqYQqgfd6H)K_1<|H4QQsaLKa5$=hQ{#!Fr4t~c)?I9;t@Ot z)ZJG!?LKUp#vgOV59SpMOBVPJEPTEdd9yU(r?c5F8()4b*UZ*-eIdcje=-_80)X~1 zlERvHQzKxgH8h#b4?tPAz!--AD3i)Q6aQ=ZqmNU`+hZ&KCRoy0F3Y5s3rxpR02j2} z&{UlijA?rb+`y%ATk26M&(gZJ!sx7tp7!Z>WjURs<7fLV!399w5 zy*IG<8>n|f5nr2Px16V-A@*56AoJ3y=9l&eJwsb$Up1<$=CvsXuq1Wz3KhUuE zNEAB(rX$VZIDlmP34>F+vmvC!Sz+Hf24-l78uwax3%&>!_>eeeccY=-PuLXa5Ch8I z47rEx$A&IOSsTh(qzz)w2;bWh=pR+yzg_y%&W1;hb$LM2mh6$Gn-NUtN-T^(4>%s- zI$%uvkSiDZR~csoWTGMexAaJhHr5DltAO0D7WBTmni+w`P4(Um-fT^s5p9?|cT`9Y zkC7tCas}qH6q65+AAbvTmtb)DKbKlr>K+`Otz?lnrN`AOwF2V%(Idyf_~afhRt_H_ zJxsf$9{KEY#C&HBYvGXHhg#Htw7-b=0^%Lt?n|RPtF~|q4~GT_fEdeH{236*f4aam(^G!D?VjeBKO|Ubv33@ZlY1?}=DVGM-+vAOYS*ahn-I4fuYaDd zw=wCpTt|x`Rc^z(q7WckxcHqZwjzf;G$UF-S)Wuz=SusO$7{Gd`Jz<*feo`9Eh{Z3 zwH(&mWx32_ivQ9;6@LAGrO9$zuDu!$5d=J06UrAWb3~vZ?1MiHjasC4^Mt8oNjb-T zrodG8F8n@hjDMnF9l=DuW~MS`>QWzGCT^N~6La3RHjG4UDoGRF;geju4y-%&&pA33 zrlM!9L57lO?DZzt1yvUeXMKcFkvHcz2o{LF&IILnIS^%jniM>yLm(eDm-de5p2Cr{&KrSzuc)yQ;c*_F!74Ye)j%|cDO_G$baG_2p@fB;b7@iNaDvXq^6CP zmj9;-c2SCcgjOjnqzI;QoE{8Hz#J7KqC@n6iP7FRK$%UQB0OtbXL-AKg`EC1fG)IR zm`(8uZ0dy|MH{tr&H}>^Go=x?8>|OtGWK4ejtor5a#PBa39Co9YE^j3A^b^9dv*$k zezjnLmw&S#ytx6evyY0s0osL83&%m}4s7h`L$@k#6vfJKbERhJ!@e9A9f7j+zhU)C zUhi+IpK79m`8i%0s|q8IveesxURx>b=2vQ$Rr? z)RQLgJ?A1W3Wb&LFlT^DM1LIMxVeBAh6%u6Pc)5Xb9~slM1PRN zV(s!^zKfQ29&RU^y0fwjFN9$jU9;P?G0}AjcApR?OX3BjKkbW?$ zsG&R?dyjL!PXn__d^yIl$~8%L4w;LaIZ~y^lPcUoJ>ABsLp3fxEY|j#5gDexr3S*& z1I&>Hmzdnzn3NtvIeK;E-&fhlY%x6@SAUzBNrdGE2P4;?PEiwo8ue-hHE2`c0n<;2 z?o^$tt8?zFoFqkd3micRYUYgn2X1=6>gNK#aCYqJ$42u7Xe(Ii+cN&g~|XNEll0RG#X|7H0{maQ5^8RZ&e6WkNkrLm=Ou7t8N8mnj* zw67|M4>TtBvP5-Rz=2_RWy`J`#xqq6-6J(|P;%0j#=C=wU;UWwk5P>H{g&6(%BlRgl z^5XlZR^Vsgaj0Y-D@%_z_A6al+CK5F>;p*~bRi5DOxcBfeD ziV2k~1$1ZQbs9Ff0?TDuxKF6wC7mrMNi7G8|+37cJ$lfBp>IO{^N&i z(Vx;2wJe1ht5VX5UfddIFMnA3HPQCy*DZN>`0;`2Rh?6FlOAf}$gAfO)bFNH0Bw^@ zUo{hhT`B|fi4p_Ly87%UY=6rX+gYxI*!Y$I02mjA0p_czQUdPeTz&rx@?UKbrN=`3 z*?FzsJy|!m(hj9}qdWBXaLfJ_?@b9#kxmj*1v0s)3lQ1G;NB1#!sV1A;UHeXX80Drut#SOpU7RUuW zf>|k@tpEb+IF5kwV$G5O+c#UZ>Em#n}j5c z4_>aI9z~`$RA9REp6(QMm6e;V9E}VF-{KU2MpAR8Y)5mF<=+1g0ozy~W_&15u9C57 zEOq^G&#afp7j%+}0DmWq$KvaXkQ+<_aZCpiDHOtH#^t?x@^(dvRG=D2L|%1%kG#fN zYh>VLIFT$bD%YAD6iLid0iT<=(znZkccKg}Ps1V-j67tX!yu-?3l3l%Jj=u9)I z&1_z^&6^DWm1_ziD^8JLmKs{C)}|~HaxMy=XTzXUVnp91!L(@F5}jwpoURjXxOAo7TN`pg{sS;ZCB(rebTbQ(x*2^hWSv^43x3 zLooFZk97zja=O)IF6_q+rISwphx(bebk;KXX}Cx=;Z;f^IhwFCB7Kdnk8-L_NPk6V zV`=c?K;K=8fm`9)(E=Y6xDteLHG)9U)X!zWAAjLlVEqKKwFA~@i0@@~Imdr54%e$_ z`xium0uyF)cTxtSiH9=Oi*Zq>u&tKupNm@P8hEym1ycCA9k`GCGE{zkRvafVi9IQp!pCrsQRarwWjEM@rr=g=Oq$epg~n! zqZ>%RMFGsED~BURNC`LMVOpW;;Z{&5WZ=WU1Imw}GbK;HP)5E*sBaHf<0n#+b1yfs z`^BI0e?qLZu(o`_2R4=4LDUg(d@T(0F@l90q!K1 zA&~$ih1fG@gm4cfzo)5P)rVj#CDDJ*KUOC%7pf6PYMjxhJ!>C!927Co`Sm5l2s7^m zH{m>euv;P?BY^@dyA2(LZeemaE9`;C=FUJgc{**l=n+VB7YY!g5K)f)$!}kYYv|2U2Q7_d+UL)UtS-vHtI&XU4J9;6G$6O^#$x^x z<9WXm?zMr?c@e=?$-@=sv3noDgkxZaU0fKaBvZcurLm%35vx3@&0ycevHQ0nUadn& zQVvE7lcM^;v7U4;&Bs1WG|WF9qkjhF=6)pgnXd`ip8oGRSE{W}nc;qx0vhcIB?)GG z%t*bNWeMPL5CuaR1o9NVHh>|^}sj?xOQgzjZGY__pYbEl`xl0U!1 zKt@3X9l_*zV=qptGU2WC0`&KAYRS2(bPCTD64~-$qZcIw2vlU_ZW7ugDSw@v5gjFr zv<3Rmy>WDyM;7|AsP8MDZ4GUTLkl93*2c!-j<+lq>n#1nNH@MYj`Qhf2MY!SKP5Ry zB?zhyAXe*zB^zQzAT&o)^DBj(CzL|i%G!#}SuT$?{2zqRzJo^qbz`MlUB3`TgMOTh z(eW$(SLWM%xCrX4ekVqyynoq3cL;?t&)5b^_3{$yPe6$%0F#xm{z49zmt=d|pZKo^ z4ItZ+`SEGaWQLd3cvBrhU{IDza^Nd7sN-$oxy~%ZxGY$s}Qe`uk zI>0P(1ze>nlmkQwzd--x$RNLe*#(28Q+0ZwyA+|S+#m!dvak}a%zx3!arYHEe30~4 zM&Yb}1Hwm&&7i>J+J^cAai=tqr}|>3%NN%YC5I@HwWAdLLLmX5oI6AQPC~~T^$A9i zRZV(VjeOb;(UoJGAB3Y5>wfE&3D!;z_N1i?IL2S+v9lI8-1V218=LcF17#1XzmGj! z?3N-=Dr83!z?+eN%ztEqg;V((M=?x`Xv?7C3_YWS-TR?eRMFs(4}+odnD9=+aExa# z&;Ep==Fh7wHP!H=d?DVtSA58!!9e)TmNm{R#BYStYAv?l3 zGol0LUoaZyE?Bo6^ahy|e7AatR23YXpGW5YBANy<7qsK`%#leLXwNUjEiVpyI$YEL zhxWzEE3=Uh0NGL?TH4PWme{BcE>=W8YphIPt zI79VXzs`zH(&#QGnRTw!D-01y1ip@CS&lX-rG+fvTsrVe-6V16u!r02Ypg=cC%_Q7 zfF$uZ4l3FPTOWvgE{1r1eHTGJdZchiVB)biItl<#Nq-GwZ*3&yzK!7*Y772gsDe+| z!r{vR|L5hXT;sCHs|s<@gqqJ2smpqgE+)m& zxtd;{no?1u=n5FU{=tdHdbLYXHKGX)ARa5F*3UZ_*JBWZLa=Fdz#eNt`gtvgM>C$4 zF;KuI)qh2qETYN&oLO7!-D6iK-rIoTY}<8b+qP{_p6n)fXWO=IbJFCgCfm0C|9yq$ z-SeUkv9GoE-q$+L^pWeHa9*`ZYh5v@C~h?|2o0~xe*DJbTp{WMLi{NdI!|0$|AQzmcg>ykMJ#rq-*t{#W``}h$WYf9 zx0R}$Bp~75I$IKr&kxIU6j6&0AUKeG zc%wGE7-jW&b=0*^=gyKiT^UchI)@l31ohL1H&@;bbDp?w;X z`DBW$&y_~lv_7=3!`p77Nq_6gJSWfr)_%L1QF|1NLwXhC-E^{F$WXp=V-Z z^Oqqo!Hro#x;czf+?Snqr4v}uYeWy;S$BXBQ8D-`i_macLC>l&F_Ls#tIB787kQd& zO-4w}VZRQYH?LG)sX2R^RomCPWGmh zQ$?m~)cA@!-HJNJ_XkiyV)=Q5?koLk@y(_9u12U4Zzo<}ib2sB-$2lBzp7iyA=*^r zKk+-AwZhuvw8_$eWTyQq3sdy3dp@n|eicizG6H!et`#wnZRu{jB}623{@^BgL6}x3 z4Dd%%jnwD|x)|*tdK!W#5i1c^eXsdxaz^zL;r6pVi$9B~pCLdE0q-@=oy+NZd82BR1LN+MPK z;vBp|0z)-OHOD9qU)UBTDBGfG4x~Q=nW`;XH3oRx5{!ubw>%INkPGF6)b~5B7!6#A zQLciiIk(kwMg^Ca3i?U!(bQsHlMg#4M1K*BG=~}D>|Hl#}gJ?ywv3y)LkbBE>#IvfF z@L<2>Q52YUt?|=_Jcn(Qk!Tj^cSA1*Ct|E~NNzx@+d2xEScCNiiO;p(!oyu(}5rZ%SJ0hr;s+ZV2E~p7lWo2vb9BUfpP;S z3x&g4UJxytoJJCW12s5sv*DGia(WB3xRvN&WCUc^zC09hMI^qbWw^;c_s13fk+Z7W zXc--KXOC4n=ERYJ#z0$$X8hUD0Mp4D!&DgqqYki2dN5#`Sns#a!}K>Y*Zq|6>T{R- zBu_XMy5TF}y4TT}UXG6_JlM>$#6*Ixq7#SE6K$3!kQl!g4zEFodkfmwsUSf z3;_2&b7~JSOI{I9KViYtO*jO(9Qny~cR`ySFVl&tQf#X&pn6b6OkpAy%>hF*Tz9?= z!n<76QLi7tbp`$AgJRHiriP213sCTw2He2qm3G>xsjIz?7tKS{s{5%iEggtk7!b^5`Ow=W7X&A7?4UVt+J zDlJkfJhP#DK zYpJK1ork>gR=~_%a_t@zQWYQ+BpI0EDjkQOt6enQZPUAjDA8HhW~EY+-#CnxQ7yR6 z)Pq><++ri~d-5ZhlEIaWcupC~^W*5oO|-%OB=R*=`zd>KrRN`vyIKb$5Dwf)-^=QG zInAzA9(Hy^O{8D6c`k+Nw7HugU&MUdENgp=kp7VsDaoeBj@seEYeEib`tx-1BNPL- zz<$DIqdn7(kvN0o&VPkzwu9)Zt{VXlJTZx1=BWYeBp0bn8`ds8{%w{7A^CUT+aYXr z95yi;V*3VO8NK*;47I4=r#*1YJs+_nmQu@}*@DdX`e+c=7O*Ci!<04Zih3GUVW~Md zy3BrjZIPE3S1F?z(rrf&S>!G{6Y-lu#j{k&drBX1p$1>Y>vtP5cvMD$!<-siRm~`w zl7n`q!cW<^;o$Dd-+S7SU845o`NaU(yG#uv`C6yGbCa*IKab4(__@FZb2;Tfdzz=) zD>xElB-f)_y0`0>d`?Jo##ZNAeL^EuX0hEum^%@Y0$PTH^w^^i5`NF{+QIQ3cVSqr zZ+1S15I0cr0$8J(jU1_AjR3VzkWttkuBsz$bF|LFOkL=i!X3TE68mchsk)Xh8qS7Y z1P?5-W9XJ$wU)*-q7Yze^brRu?`4hx1g(H+g%=9h2|ZP^p^7&cQ^-F!ki`deK7;KI zTdcOv69%f6aVXYNT3G!2ZNe$*_Wc*BWYBh(xOLdmz}Z`&NBhuy&0Kf{TpDj*x7Fg~ z*1vOV7IyY@8Jx`j3a_+dZ{%&LAp2HMd=czgD2#3+SU7ztecyn&bHBhT(aca9a8T=9 zsKbca&5m*Q_vaET_V<3WwrPW;IMoQ|S{`==Q;}9XKzn}95G_Lb(Z!Qy2euZzBOv&8PnXbQ~q}NvHKSn|Ln#VDURxzHrZ(< zglVI-Oy@U4RGvr%b!XDM>UC`{J*kVyx?HZv>2Sugeyfo&T*oc>uv zKW;ue7pRb*XqIwX)sNGOCvy(LflmEH>T=Cm3N+6@&qiUd&gm5}#=WM_myrk`uTbKN zYU_z4J36ouNTWsd4%?IvPSJTSW5qZZg@cHz@Y-SrgX&!D1_VT0L`Qhvh%b&Lg_&NSFgX_+v6SU4;)oN#~9r~aU%g2_W9FX9@S zd^R{sWTUVys8KQ&#SpCd=e?^`7T z>HyhdjPfQKxiO8qT=t_d&UM-f(Ep4d(R{3a{kCWi{5aGIxX91=TJMd(jeUh@ig^!B zqb7$1U@$B^S{zu*YWlNqvbuNPEg~6&f{(1A@+eK(@TWH-ztPfMydwN&A=rVTmp6sr zjK)6KjVVU=Y|^KRLOd2`m_$WvN8j11gy~_m9>s~!7iz0M8d52_s~2`2O*)ApdPcZH zAjKa7>Vi1_U9>exN*_;?6-(&nHXDjzHbK;tgQmR^&xxPeEI~?Z`Vm_EoMQ!N)_;KO zAN=S#J`vu?jzM8&L$v76LsMK_*DL7rpEob2HM^6IsEt-85D9D>!e;5K7CE5wxV*mD zB|@Mica%F7yHo6=2)w9d+}HU#PjUQOeRov|4Dk4mNU$061FIo*ZNVY2UXTRf?@5T} z(;*`(>5C44 z4UsX!j}G0UsY^J_m7cCa6?^yUA57Rt>eQgu`VXIu@&7M8vAy5-i6 zuRGbdz_1YavGyv~27NY_q{LISw52PX$?FO1iGF-8l+@2J~T8 zt|^yZs$!?s<#M7WC`MOEZ0jWoN@~7XP`%pZ9rs5@p0=X|SSlIsse&uM({Y6*0P3oS zi)XI?wBXB>0yj|bf(;e3UxtV;K1!~33QALQqL9n;wOC(^ZIRA|# zXOuF2kG>I;Fr-y4ZiE8@Eek&z&dPG4r5cZTYxEag&*wF_lmdHeBzzMfF^2^%C28VC z;{Mb?N7oVLzuD0e%-EbMUhNAzWF_e2FKMaxIfcz7X}psTr8~Ew)`NECdDcOs>DOR_ z;&bZ$nbF!O23^hB$hrjyD&b8{hF{l=R!N3WL}RY8gTXWe1uwuD!i16F@IU(`g{R$Q z-i1nZsVU^W;g#zJ;>^ELc{$OC~ernK-ex|%f}U(JGT zP`IIKL0{D_Kd|*(S@+DlO1W3AXaOewo~jiKQZOedf+;k`G%erf`+uihgzXlBILiLD z_u|_6@v9z9PUlm=aTFRW#xrCSI*BmSfUiDqrXg=!kvpJ~lz# zF)1`=Um!l&U`tHX@bBDU= zl{E)`>2TQRl!{0_t^Co=RMi_e(jARFCbSi=WW0Gcb9I(LLVdcA3PwHN3S-Z022_xv zy#S9<5hmoAaQB}TK#$p<4%awQ)SysK`8Z%+mn@Ie@rCJfd>>;KG_BzjOu-EcusFDm zxU~x*zSj(vbkIL~KUgV8W_UNHysUGV1kbjOxY`h6DQ?elos2;Z6h3!*?%uA=>+|2~ zJey#{v(2o5^LPjpdCNNF2u_?yUM!uZQHkPnqEJi!v7DTwe7tykdUT)+vP4*nOv9t5 z`0UNQ(VjN~|6LFQ^yZzMM*^LHjZBYH`5t)^O}i^j^b!3`Uu7HioOdxdbsRfE+VgUo zsTVH*e~JuI6BBAk%IqaBrmH^&g=Z5=2p;#(r&*8y-nQ*Jqsb|lSCHJ&rl6ZIFqRNi zdejdQ#<^0-%E+feV9bb%5tMkZ{P{S>@=+=s^O*1*{v?IT;3QYe%d(E~ORn%YBHo{Y zO+*GS+cTY)WIez6!Yd}XOr9!6>Y~;h*QCHLgJEfgBoYkfZ>s3?UY!o(K80PeL5L^p zgmb?FN*c%Wlp(d}HapzKjINj?}{|S!`VI&4Lj@OkzPlqf)MxGs@fjXIFR3^C6*yG}-i!g5= zuT+#~YkKH^0^jelNd?3#|KT)Z*|81jQmQZjy9wv*B`fG4ahd1_#=%-fXVET8CM#aO zc(sPvTd*{n9)6Ov>rJ8^Vp!VPm)O7moKjSK_nmr>S2}SN!#y;rY{p935}VsClHzk1vwoE7*rp~tjrfNi zUG3`$rW_Y*IAx^cz{JNpAs9qA>|b!WovGfXcy9$LSmqGC)sDDV&2YU?Pbas`_#99a ze4s(AAM8FRe--97A_HWL7P(EtaNq(z@Rtca6q>uD9wgCAmh^v#!cxz!d!swU;yp(k zV}c(x_zJsS9C$N!UPt3dlYqIeTrDG5wQ6A3hAvyf{<@_h{vl@NRR|g9G@t76|Ww%WwaN zWv+06o?@XmfsFi%{H+Fjs{!9?z_%Lktph}O zKnMdvXi2g8vn;oufqQ>E4_MUT-UGsWDH_-{~7W9k8X$Hij9AAnx7WUH;KVX$58dHcP%h1kZ>uP9wsp z4q(*#WY_d#En7#zA$42FAce({t#=V3LFECWvgB(mf|yEfYM`#ZTxSz{ra?Darxtvv z(6#e{9djm8LKG4{FBO*hsI4vXdJj{Q96!hEZHB(~rfui*D*ar39#*GcBgMO6+^ z1ohKz`(L&{&1BY0OMk6a%G{iCHe$vf>ip)ne&091FEa3jb-dP*y*I2{!+#0x~u zMSAM_d3#_*vl%AOE|K{lAKI(YKWkWgcKBkPJ;^|wRnvPotba7}`rEuO7bNOM@j}h) zw_iNVs}ddYnaYx9Y=-x)O6jw_8$%*MJXS2FN#wnO`JDq71fW^wL4>nE%3pz#wFaZ3 z#W8aQY%z#pRt`Omf7Y=b%gqqxG(3W8j`c@q@aXIrn2yS_cRwgi!V^gWHhIlO5V5&G z{6^uD6OOR@nstV}q?TfVHQoSpS+mMYU~m|}oR)`SBYvf!jae5sZpRx*p3pBKO2Hgu zot5NQW2s_iS7uX-<(jeG0OI3PGR6RVbUnglFQ5C(znDR>FJ9tLiM zvz_!YBH`)u*HX0$3#}R1!DulsN&ij)RndTJ-szX%C@yafWHxO9@4lQwD}&dt?{Sge zS$ka?_kVNSt^u!NIP?Y{C44%0wdOMTI*zveobC76AM@+n4 zifgi@!jy$OQim`s`5;nQ@=0Sm-I`Kc9g>HJxiP#_JhTTww>V_dpUq&vGN@k;!witz z|2$LQCB#KoGbU4Q$8oeTc_&5AoQb z<7r0cm1ZbB2!0iDTFgP482Jgz>u|cm?dXzpdDex_qdbKKw3`fS@@|J?wsao`wj%p`YLHeR2B&R`stjPQiYmiB0Ex z?v!aGhqlRNrYt5~oa$0zuA3_%h0kkBt7L%VNAdig$BLQMi6D~ z!c@tvzu2)O!@Q>gr%a;xv>hA*}2RNH&}@ zMaw0r9lJ&`2?6i&s4;IPqISvn#{n+NJran@v-W^K(7qbr%J4rps-P?MEOIk^FwBq_Eh_By;Gm`Y4?Dn;Nk}s8hu$93P!USv8e^Su zS3H-9=uidV$+S(h#8fyTGajzW@xZv}9)IRg#0%6DO6ku0opY-*=gw1avfyLQ@)#~S z@~S|7orKt6(EDquRVbhIMtrJ}%TYXyPt{!JY8Vl4T~XD$njhgpP;>JUEOs26S*W8; zotnX^dUz`9LLXAA#fKavRr)X62V>b}J@@ZOZEI&BkdCGXb7Sg&?U5Llv$a$flN)5A zv{Ek=V&zL29sSqLG8gM6)r*E&=PW5!nW+XOjL>-ER8#~uwK~bKkEwYFgtG!_mW`SM zW(GVAGsT535VkLe+|J$nrtM^-b|C@W7hP|RfG<%z%^5cwu-5i{JGZyH4e7n##Dx2m zMG$X5kv{Aru^E?AUikdKXoes8$`V%dKZHr@jis=6my=d#Ek9P-LFBSW>Go3PndLeW z`pkV1P5rcOkWMhI8q$6GwJ_?)2;tM)g&5X^l8mB zP{6lHLv9USCD98D1`!Oz9Fp@!s7Jb|TE>eKL=DJM9w2|V6F|atfQ?TYc((YYI{G97 z4c=@^y9&j`Ja?fW$&Nvo3$W}|Cgcg=@t5VC%EQ$neFbeoFj`L`#)JwW15VF){Z>U+`@50zf{<;X!D3)6H-%k~^{eq?6L7P@oWw>CUnBP|8pzqN#fQi%B>+ zJGAC}jJ2pXOg_>x%@%8T)})5tyQYsFqZ3n+m%cvK?*nd);Jaj#(qZ%z{)$(iOB-TT zy!*tiRg+qbhd3-2QDr=on4$sdUtBumYr>u+72e*m$?-KFUX}3PtEc#!|IVZDTd3o9 z0b8>HNnk!gGfA`dQ=<15&LenVj$AY$w5#Vhxu)4_$Q-xUC9`ueH1{D_f)B2qI;Mvl z1}d#NN*=3+V?ABF;*G*)k4F;lkS$Zy8l^?IUE*w?x@JVyms zj6RttJ$a@kK4lQ4&<#_B3yU;U>hg1^(Ycx zoE=Xp8LB_tV>oq?`2CAW|5u3D{nGx>=S!IQF#B;>-B}|3q7!nih5#B+CaspZ9&-qt zo|XhJsc6vN0B3qhQgGX`7Z;m728WpB*ii`C$#^2(Q%d_R z^gGLJK@squdF@X;5#k)Ae?p@gxuJhxxRmgiVI$1oV(QuTxVOiF_m}VCx(|QDMEfaz z^x1y>GY!L&0ZaabUS1~H2%2R@G9O1SyIkJcOY~5=98{jA1Mw7Bpk}MG;y$3D!Cw@> zAAL-nJ)3J~T_CqeIPQ7Z8xuHRgSP8u$>J=yoJ$Dxe$5sgC``Ml{^X?)Z)dPQZWPCt zpfaMFp|FK}Z0gVs?mRD!{9D68%%IA!ghTOqQbtr6!=FRFL9Z=mpp7 ze+`2qTnk6|o7rZ7s5v3$3puXRSdvaCeL{x#uuA*~wjxi5WA+^90R;I)R5l*4*(Bv= zE<*(wRe6F$0AJ;1KJvIKCHi0GryJ}t4fegC1QtC|C4i)9k{cN6q66XR-s$l-pmnkxE}B_fm5KVp>=>j#!ThDK2hiZI&#bIQDQ?7L z@(mWZg_?i09(b~%&7aEn3G%_~9&I-6{vkP?&txzHu#0thdS6rzunnw1&{i&-f(46x z4IL~5DqRK-Xj@KfTX_r&%GNT9z)sJ(tI3P7dt-QtDr}6YUNIYM!fqPKzH2Y6CHE3T z5^4Oz@Q($@a-c&ow|OH!km+phmEBl~V?&FZjOWDCVCK$B|6BeH=R$2P)tZUnIx0aP zEQh4XFF-B)1n0M(VOiW2 znQbQKa@RnAY{D~$ylBlvLxmu*o_j+{%a7gA176+vP4qD(_^Y%0@N`P8#Hx6Zl?1Qz z18Mel)j8SIBwC(RPQZr^!mpgme?93yP#_NwVhVxn|M8v4D)$=AU;Xg zUUYR*QK@g>O@^$%K3Rwdr`3&cqnO9&Pi~KftZgS?L5#mch6SS%R%w%*^atc}iiAH% zqqWwO>q%#zpY5JC3S|8u`Y%XEiQC5xJoRya?zq0_(ev_hQ-S%po2wM?U&H&+x$Ri7 z4e=y%Gu8CV)0D)6AyDCiiM(+-oc66(k)*Lc8qz{*6H__>?_WBWg_%~p>^#_oP2DJd zCSIH-s9uX9Z;vveJu!l^#1_$R2`&8_^Pjc@`1%vAm*>7+m>Uc_4T^XYA;e%Y;4sd6 z$!-0l+?I^(mT1@H9-lC{L0T&SUN77o~h}9ad{#jsriOy(_YlC4* z^lNxt$(f|bzOCEYipj=_U-Mr+od^ct3fp^`qcz&)59O{>;00trdC$6S9UAXefE0V? zJX5C~FPoqKyrBaBpH);#g%Ic?VBYjvgYC%JND()|c}B8*R5X2wscME;DK)*TCLAxU zf1TIO{?IVg%*9_?k9?p@nIhkX!2vA{LHgjW(^(G~7h;3>&&Tf9(_5I7&5e&$o;nb- zKs1>@O&qhnmP;@+Qe7!Ug<6#k8JFbB!i_Lf_s|2Dxpef-UiUo0mmL(~Ksubx?P?2v zy$&&0GAq+=vriYC*jKgq-Q}^_TSz1iO+r?9#$A_6_b^NTySJA-TX=FRN^Yrq`BhUu z)RLDtg-&o#APS07g?%0QXfRo)n{|udOQtp-i%#EHzE{H*G1;D8^cN=a-kvvVW?P>I z!coFSSOAPRqDGGZ8Nat6knwmWF{AxFn9^W|RmjLtGhGW`eRIQi)SC?01~6;+2bt)L zy*Ajq__y&*vm}ajtt0F47cn9fTwlAPO~&kH2c{QMb%Ef>J|1W!KnDWLNElk;1b}Aq znDN(BKguNq5>>kJW#~o4A_dRS+TWY(*97h6pRW~ZOZl_HN16N@U<~!h5t#S`Z<5{B zhBsSLJ$=~ti3lS}q;iu$XiAlNwh2)OGoVBOVSioVhIWLPq%8T^qoX9d)2zh3JA!va z_7~(MO8wkTp@Lv7Pk5^tMyz(ZE?v5PR_l6VA$;j$fg!?1Cxn)rVJh@(bFY@k6-!l6 zm$xO?rH1glf9aGtuqqyxFB{BoyO$_#apXReId5oI?GE8f--=A5iOqM+En4-@=GmAb`hzMfp59VrV(g#P zVlOTnj_DgFf$FchH1};o$=G_?jAxnxc;lL?X7B^m5ezSCS$ApRzt8D7|$Jb}dQ-=TwZf!1lscn9)&TMHH=UhCN<1u`Vubn?8;mD1*H6EiV%~qnqX|PF@Flt@-0} zzrqG*`VFoFaLAS+nvD0N5oHAbrJn&0TuR62RIbV4olQ`)v>1W-pDXg_BHR%;tl?mo z>dwvrbbKEKJa5iq_+|Fl!cttJ$6W1mCo&cWJ_AhOc}Dme6ocxSCkT7j^xacJ2+R0w z=cThCJj|wNMYKO;YK^}QsZ(0Uw3B>&!-Y9zldt6-5D{@gy) zbiJ>l(G7DgUoaojsdU!BMoi@+<3xOqJ;#S5ZK=(t!^~0x)r14E;lwMcisDx)NCbFf z0#M!I94XDu+LsPmAGOi%{326HQdH#0W!Dt_(D7Ld)w-)Sy-@5GV7ZoHxPxQI#s5oZ zzYi<}(@Rg`sEPoIAu%|ymq~}C?ETRf!4a3aimgJEp#+C^Bvf!7&{ohjrPjeu+XSgU zmib)jo6Z|rfB8}WgSxT}4#$vyo;G6e-DS#3h)VZBdtt>30d2-^o+A~4+{aC{Htn0W@{0NPtEb1?3%MLcdIODhf`#Vh&o0hbgO+ze z&%EItXBsCXq2;flvj#$Eir@gqs!#f^1xQ=R!!7&B4D;4n$yTAo?W$h}uje{2nH5I>Dv_kx=V7H-06 z6yEb75de-Ue^U%E)O13)GyFj`fs==zUs9i(E^aBR%ZoopO>;3Qvm?8Lda;46VHmYC z1ydhIHnvZR&+K9QYnI`rYjV?rF>U1n%-9J{yS?GA%cNCNyoSs^YW^-|NGggR@Y75n9U92X79X}f&v;z!bGE=X{Q0FsP= z)a{slVb>;ME}-3=9hknIv;bO1!24l&J3*3{JLwCkPcVgbjCNPz8rU0v8R2RF!#T@OXE+Xy^tnG(QD50B zGkgJ`5$)hG(3vKLFWFW}k{(W|jD83@ojDHQ9JXlcDLxeW*+uZMR6HAKXMy(XtSRw? zDh6u;kWB?O{Br=G+2n7w4cRWnx`Mo*BXNjg_8Uw(e_+-kczbH_Tj3guEb9pKWXxVn zR8VSM0~q9C@O7G)yUW2DxuX0MO302okK~}F)vx3D6)S*?&)NZl@H2n_jJ#Qt^fc>Y z04p54M@kjaopM=4TY?j4*_!VfcwZ`GnBm2tNWbhQHXCnEl`YXcBqX2{Du+%8y}g4= zI49_of54iANqO8C1r)S`)V=_O)DNN%?5VZ1p$zh z4;Y!G$L#FPc8ie2%I7=xe&ewUK{`n&ZT|^iO4aLBn?y})^m#smZ|f@QVyV^~$Tk}) zI)KFV*-Iwnp(%_trUfHg!YM>x3M`>-v0^VG0={beosQ!c$f%;3>(N4oEk|Spi9)z9 zMeZu<`jf@Rv+4yDetDy7r|;f9Gs7@9eEQ3H+i%PAOwAz?ko)>U70caequ!QE9Cltx zkA>(*_^TK$&Kd0S91{)VvA{`d89PMNKC-fCg22cvhc%I3MaK`TX)zH8(HQ%o^weOG zQFfZIopS8d0GHiqJxOsv5><)P1~U4`1KaTkMydpU?T#G~w764dzsUVQY&=o5!hkRi zk?w-)@5=I7pBYRJ{17#V#j#BL@dE)iytuwy+ys z9ddSLUkO1=T#^5{t!ziRacOk%$f8>;{qRwE-ycF~DaMw4Q-q}+q2P>v(2$!rt18Da zv+sJ<)CWmSFyDpPCdOX8-(XPYjg`ye*V7e@J^!z`3eR(;(l@^$J6OS6U{7;yBjZ54 zM$cKV@_g3^JJ*mAI2*J(HCkY#!UMz0G!R}A{#=b?LQ)KRRlseZoc~8YS^G;2L`}Vp zjFMb6c;z*1P_2zNc~gZz<6SHeVR~J%5M=*7yXE2)+hc{<-gDj8%pnmy>+iCPWJkM5 z1$x>l5TD-8KTjgW@8aJky!CFgF`>mJ9Bpm;!|!KV_A+S{_yG$a3;2p?3CuSGJnNB= zE7i<60^KAOZODynxlIrsOS%lQ31#=0SQdg0>YCw5qzp_IKv~KRAr*DWTdVfsYSAAB zDI=~kv95bmh5daGXcCPmbaQk#^-xLdHaUMvplB;C%E^QRSdB1n@t(REgYf2Y9UnZg z)OcX`ETSlya;;GAYK&iO?P&5OFQ?q9pyM9umM|6ryQ3{2kPkH9Ry|X9vf^fDoKD)u&p^#(u8;lj9a(8HY~JNpNEx*5?^B;Az?JAY9qkm1gX?> z+kXH^s`-xkyg8MPO6y8w_=lvvrus+}+L@t;?Jt&4dBhqpxl1S1_9m<-6SEsehIG8q zK@8t=TZDqO(4?&C;l-TnYc54TdMidK_jz0x688?OYVNf1%xytyiD7Kjc4FKchQ zM9y6BahW`5o4VzA5($atdmq$^-!xFC%ypv9!pCHmmh&ED1jw3J(Z{9$-1rq}Z;Y_8 zkMe8sOK4J@83aMU6fP4rNW9NCMt7Si_;=uG+Vm4KJD@Nc(Mzy(eAPvRtBAf%08kTwR~a8Z_k_);eKbX**v+c5g5IA6Gx*q2; z>NYZ+Wrju$y8KoEw(cGO2@)t)r_IbhRD(ia)sVLVf}TSXKYQzGNg16u!Xb(j=3xOk z5*-6M0v!(Nnh$XN!_|0@tv+AUVu48kH0(rf$ePn7af9>`NGs6~-d6-*XJdw~1o?On z+b#Ad9wD9l$WuOEQ#+->yTBUB2AkLn=GhChYbEhGC9($1C9rF!VWl%+d>tAfI70ThYY&v?84HIp^CL&ZQW+)~c`OVN;cbY%aLEjTVofzo)81t(4GIJvVO z7cM%&b)J*p&ii9$bi2SgqX*>Yv!^>fe8Fa$hg~^B6xtRBuzoD$lX0K9QRMZMx7_OT z>-b1sh&nirvd2!5>VUR}aro~uG=Db9%&}zy2`DNVIM~-YEVVb3kyV-CU?r+{QSJVV zR_$+Qp#_045O`RWyKVHrA6gT&G#FX)J#5$+|4<-(96O-c9zHfsW#@}V7mOJzLBh;7 z(f#^t7FsaKfMYz>^K5hXsnwI5^;>`Q$o6~0#{@80{TP?~|IJatc6m0KiYhLLRc@YA z!d^Z~8nIpp@DG_rz*p85qB_qIa~wGo>1>A*@-}Z3NxqdiUp?Inzrw{1M6Tu-@%M1y zo($~5;Btv!Bt7k2@1rwUh@0&xn7|g-rQtRb_or8r0joXU1I5lMcBV(Ije1(ve}9^% zaO>BaPUe^wf&XKe#XS!GUALp1@ZmeIq1VtT^oDY-F@k<9A>-t+T*izq0NQghfndV* z_E%sHm!>J9r*`?WN=0*vPKPp_?qv706655NCY1kxvovW!|3kkSBXN<9JyiJ~<sCkKnHmrztG{1{( zg|?*JXDG5`>OyM79k0deA`b&xlH0_PO2+K|uTIw;w%3PgrUxsfsf|C{YQEQyey}L2 z3#UmWvpgFt&XGEY-J8FwydTNK*gB>Dh;InhZ~?2x2Lh+3;4ec!UGRxqjuTL|_g`{c zn0dFbzn~@Y0sh!nWi*=6c_)!pui7QIixZ8acT6EZpN2DXY5RsuI5ZWM6`}_sPGIzJ zJV>%X5Ke4WWxMG1{YeSQjSgZfj^e-C@Z)J-NI_bbIm|F36Ud_06mfD+_s<<_O!vtwH>sf$DR~Y88TH?x1V0pQ;rx0Lb^5sE^n)SGg)oZ;v>=c4$A=uz% zA~@jTMJd(#%2Ra16=h9*R6lCwK?CU=sq%Tr=m?Za#Wxn&tz%l3=hNmyE*NoCF(ez{ z2Bo}$3nc>~dZWE%UH_d(JKb^q$lKa|hq~$~)JVW*d$q#tNmKg41P<&QMxh}o$|5R- zYA99FG#Y-qYPP{A4vhE6By>KVxpN|U=tWT>bd|lWLa)YsPMsF?WY)hzQ^ZCr z_#hDUAF(do)EVTCQE#K&hc}z9_~r{9v+kul;!uqMRik`wW_9@E*YCkL`09-Wu{Qom z$t?eX1r^!p{0F}odi1(=YJl$fYcmK9pb*37Uo{)MLIwq>yJUOq)o`Tu$;eomZDAY- zR>e&eRU|42*MVSob%Fwd9TrpgwI?1ZCUX`v){EZPbdLECXJCWF`AC{B$W|~%*nOXO zLCjTgD3$L95PBb2cklx%Vvr5EuV#g$RbcQUCnm>`mr;5c{fLg&s6evz^~|Y1W=hmZ zsG$_z4%aF0B; zW+)6af4HkQbr|$$yKqIShK<&+CER>*X=EitFL3tG~nJ@0L_K{9?L5Lb*FhU zj4eZnAp93b>zjRzpP?dVZ9ICrriBh4JTNo_Q-zEM;V~R-PM*>Tp~p(c)qTa`=O2H! z-y2P_7COxzAl^0gML0X0RchYIzjLHq?;QUntfK65f6f-@?kN70z?)1mls;c`Y{M^2 zJsNXBe9Ybe$^rG@VLdEBybP}r;4#Kbk01O%#(PHB)!l2DS_>^|8xqN!tM9IrCjNwe z1d~REwmdIc@n~~~Va4q*dALXm9OeqqDphiZQraJ3u%a>t!x^pULcMRGZ>*n%<~6k- zSa~KQ?bk8Xq344~Nqhg!swbW$^K3iLBwq&TC9RjO z@M>U3t3FMn9x7v+)l1{dZ5~LZcb8s%#-sK;#!b3yJab%Qe%YG-pAW!P5d6&L7imso?6>+EZRS>U&Nln)!cL__T+n!7X>k0g4SPD z1Dj2&0MFlyhz1{VF{kV+r)X(G6H|&p(R_ACp%fS>gQT=wU0?BbfK7N9V^&uw)QpnE zt`g{xV=KFbYXTySE_Yp`pb<{b4EtX&2uJn?jlj!f84wEFx{G5>^2{Irk+@oK1DE10 zD>4n(W5Eah$bkm^_`qsN@{Doij**rQVS~icaXLJ2{O7E&T4%XVhQNg?M}ApK$-~UD z+FMBnbwj1@CgZ|8^m|EwO~MR{lEv1Slml7os<2KFCnXLVpzvpsk>PQ6>3m4-d^nxMnSAxi8I_YG>`zST^ZkO6G90vhMmR&lVt*-ud5B=Ql$ z(1ORSU5MKI`YK34F0*Iz^nYJ`T|shR4ZT5Hi%1x8jpDn(Q|cMH|B&Lh=SyruisNZ- z?LhF2oNojKtB~OQ3_OWD24==ny&Be51Av4;bFr$d+jX||=BW8~MO-j3!K-)l39}n*^)lb1+gp@Uf2*l&I4#0;VW6fK}XS5dK zo4+^g!U4~Wu@+vR`GIu#GD$mN2dc3vG{q$#qke|hb&W=GcS^HOG#i)r=4%QRw56BB==h4h}Z6(ZK6Uu@;t*XEyuSv~QSm{u3k_|pQk;!6Vbo3ggGaB`YZne?X+eb_#x6J6j0-yST>*RarRTW8YKNH0?MBWJ^+hru%%GDV5W2(3xLU=yt_sB_f8JkbJ7p+AGK?&4;u%F4t2^78?;OZp0 z@Kjdjh=E_k&wDsxb?T>;jb`5^*+HY}560hN`7%n9jhWp(iXK!UOaMIg&O-KRBnn^F zOC?Q+?tfENwTy+JICAhKb?j3x8BWFCLPjo%*jdk;;C~y;4L!}eDn9i^U!in43->gg zN)EI5B={G_%?d_Vb*qA*=TY2r)T@1tK)%)NLyA`7pGA?M3be_N6ZyU~FZ7xvY%6{I zogX)K3G~y-Fkn3k=2(E;;y9?nbX^)o;gMLiXPOVgIVfQmWW=`;y-{0?lIE0|5eqTK z&Ssi5sYfGr3I-PLYnqPQZ1`UcS-ajgoTgA5}POaR5P+1HEEg? z`<3_Ic2?z|@m@ksg~e9nr#cNd;(V}zb{u|v!KLMO^RUr8C3Od6=ZFX2mW%nrU*$P& z_weO0h@6~SwS3Shrto(wET2XS3s^t@!u1^%k_h1pYN*qQN?VT+Jj_Gix^>$(!5VQA-5T@1W>GpSrpAH)1)qF?jsG&>X*f2*K!eIfM(4wAMnB)iA(C(a+;guow8QA%QCihOL2@sT%nVF+LO2Lk z>k18-pIP@Bzv>;zU<6IFB}%DJVCeoGV~C1!+Mrridl$neyRA`!#}Cm^ET|?!-qG_Q$)y{~4l@lvgt z=lJ#Yq?Xh#=z1XmJFkj&W$~~=B+^yy*GElqer$|;;Io+rEbCmz?0lF1pWU(m!8dYR zP6>AGn9XKP^inf-){gVfUr?SrqFC30C&%qCWhU*fpavSs+THx{>97~QowouXt4zLF zZ`yp~T4fk?PkDPdg}Z`S=BK;OBC)T_Q;;Z_VDFZNcp5m=WG?N7qLRpUp+6u?$|@w1 zpl~KM1N0wz^G&rT z_#bF{ZQ9u;AQD(spu{CV@>p0ex;d;OkJ^@c zWfA!7PxA$T$o}{b4c2hsM)C;=L-G-t7yS z9J!wBnxB5Kk_4Hw+{MzEIOTBD5Y&51!chi)LX(LpFB6uxf|!gQE2w)uX_(OTtv^_U zoC1E8m}C&4(rnAF+X{&;& zypSLs86ha*;C*Ix#2);Sw-f?(?y{#EZV9KGLsAi#8#$|W?@U^Owe5?(b`Sq^G&qxalt1=Ev;PqQa{s{ zJWxl2QYCsA+U_;z2O-&4rF=KJH_LB%<{YeVco0TUQyb!`{*{OXVcad#4q94TJTL#G zY_%co*V>2g^oby}XF|UInJ#(54H^_qsl*jo*8$Zl6S5 z8>fNgxUu8eYhn>>r{c`xNrjAaQ@Vpe<7?z$&q5=Xb}wCFV+f)*tfQhMntiy}+pRM8 zkR+E+F7Hfq;1yWae!pb0`+Nmd`AR}1Z&r`#Dx5PlTPy8&nrMf%|4C{e@G0Mifl#do z5uJr`Tr`IBcxdFi5IpG^2xFUgz^i|&h7aFz8!alQZ>}cwwnxCCQ+%zWh_L_M#{4p~ zF#CHiQ_-zj)`iNPIPEXVu+cSCLU716Nx!2(PI-|h}I^GpDMfEe>c{_ji} z8%TqBcDPE&rWzrH;zXe9s%iMC5;@e4tUI+%?ycob6l!~8EC1D@im;B=w39+{Dp;lGu z1Si{d9hjtSIX8)H%RO$&zG8Zg3PE-^OB1MBQnTY$JH0vMklz!8~s|Bly z1w(~h92~pqs8~?iL$-U9IbcLu{SjH%jC-gSvOM5qS%GYwoU4m##kc3x4%VqMpTXJz^snK z8>T^8-l~quouWJj(4Fd)T45$foW5JeY3o2nd4!34!y;3RXM|w6)6EVkLHr|3&2d?q zh@;_~3i2&A>aFf-!RZRzVD|U`>HRT$9-i(;l`NxQ2u1{|VGBCWHzYpW2(RVS$J?$= z2|vdMDCkTMc{^9gr@t8}3>5y_7Hb zJMCg%ix&`@tHgzFhGU^D`tw3puoT=XkmWCo9Glo0m8*`s;ULc#@2&6M0C zNqlx8RXb^l5dkkc_`J2z5;Z60p~F{qj*r$dWLyx^DLo>Yn}4b+Aa{5=9V^i<_x=DqLTV^h>zxCi_Q-UR49ZvPmslVMPJ1!cgv z#aR;);VSn}9rh*9qE>yw?q1t3uzTtxM$rORamTV5S6NMUkcGZ%0g!Y3(of4wX z?XkWxlX^2VGW-rRH`FmoxmImU@i8P5sxs*PhWj+cm6`SRfM{plDK?d}sFXUtCE|P^z=Y#K{k|-SreZ~+KJ$!}cWy194nG>KU@X6=Z2;pjKftUX z0^7_!!o60*yZY;AHq$(x;N)Zo3cZBe5k`f)!oVQ6epB z-VH7_L#hJQX2b4X&fZ4!v|#(C%A0SbkzO)z_~u#YBB~e>kai|7zVKlR$Rvt;c!qC2 zB2KI*P>kczZLJ$}-IOYG^nKi^A7vYHKEvS2iT~gq_Dx^J)KAP@a*Ng6 zghB^Stuz%@vx0dKb&_4n5Pyw{WuhP3>-=I^^sakiy73tmN`lb;tTwjxC|Q!FNtK&n zsoJil#GkjX_EDjr+FLN3Gt)xhBgVEoLJ%$w8?7a4ES7|`?FBcFFTa&a=B4GY8gyJ% ztklH5N(`|)Gm?hlSq9}@U%&Dh%h+?dWsf@`hzKp6hK4)JiDVt3lMK=E&}sC?+FBJp z-3dt&=_lAB36$eA1{X@^hECHCa}9(vV!1eKMcgQ7S$AJ{b!S0kr;cY0iCmAYibb~r-sQ&tyVM#WR7e#5 z_EBn1XrIs@fq?!#lsUy4VuZ^{*^W!zdp-W#4_YYV=a*EI#h$L8e&^h$EW|bL2oSwx zlIveTR(==cEzW7*vy6du!r_Jwtc5>Xbj4@E;9|f1_#NE=Z7(su=g9lLjY9^)gk-0s zjz5Q-=YSFKI}QolW00fGXoyiT@EIYU!pKTtGc{LfI;WKfuVxWtu2_b2;$O^sZL(ob zqxBbSk?RYXuw#ZstCDN@t0x_}q-)yu1oN+Q?NO;BkuBs(2@h!ihC`BTe#BWQr05Tr zUo2|MpE!2vXVBtzcQEsRGKS15iw)C3{VrfmO)(WKo+okd*B3c z=9+8)b|HA!75(S*bse@Jg589IHk?vgi5n0d905|weeYCk_BQ-su%|!yqZ~st3VxCp zt24*SKoz`EK(3Ab=9d8WMQT)8j``p}V#b*iRI7_8w_`vG(i2EeTK+Iktb z=CxQ#ZSfba?{SGJcglKFF4xq5P#MGODMpmUHNV5B!U(n}pLqTtD4CF9L`c5LQ}`^y zq)t2W11j~5|4&$qqOW}^;}mi@Uu*ahRtlvkkIM0=+B@2(IorCjGD1Ovk_w`8N9XhX z_j+DYRHpb1Tw5$rJO;p=lgR-R7|(?fJ%+sB*LaK(OVo{hfnXCj4UIlD!qJLL-e60` zAnjxzgwufVl?fe(A+d@I!HK;^-3Wh8$*CG=5TR{9q{Gpu5o56HYS8A{zv#b+CWZf} z{bBA)cAu7)t))NQPvNgGC94F3@%DPrK?`re9#FNU+LeI|gc864R-zqsmL~@u^pa@J z;&k?}V!AbSvjB*w0vj{MCZ2)G%ZpzsYo*ouH3Fv7v>ldG%AAa;kXFP3?|+M>P#uDj zOh>b*w=6e*O`Zv^j`Z=33^H!j{~e~Z-$Cs5v-$>s_AgcKhUY>ti{&LrANHi>A?CR* z!W5dE6cygum@NmmkvR_IfI4Wpjy`SoXNJ8%ku!Je#{Q*2?-2B}kDZri=4Y_!Xob;V zC21K_Ypf4AX$Bd8%dbhk5aUF1JAd2A?Md28qKFm@uMc}WHumM!Fv!h@FT!g5#^(JZ zrp$>*c^)X|ZH-JSC&6R4Az)_F5%s}tPOJlg9gdxf+@f%6;$Y1h$yzhksIpjm}+82n^?x`CcfN=%VO(vDp?Hiz?D zruAWE?`n`yNx6)mifnSUF!Pv2q2-N0w9UIpP32^nk;K948=k1fK_(`$G5G>T670iGJ|VNhy}m zl~VGsX$MR7))xX>&v#gJ;{Y1UR1)+@oU;DDl|t_>Pl3w%3zBcbFO|a)lim0&@HuX_ zIuHVs!Q)-ng^m|7cm_DHP%cvm)pBUtHde4MJAjT@MDN~HJj|gL+1n2`*RRJbJfvj7 zPmf7^j14? zMX2tT=rBt@_uJ~%`5z-fJOpyp1rfqGsGQ;SgQPYOo z@}sDOc~7(|mKk$E2|_Excvs_^HEz1kgDV$mLntofD8cqtZ3d31 zCGS40tS*e6_oNJzOJ*n5Z8(Yn+j;hD96dl9$c^DKrck(UpGZ`qLEnA)d79H5W#hO< zCBqCo2Ak_z(gBq!54)Apk%M0r(IC0HhFr4_z(i%{|W)v5CQ_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0r(IC0HhFr4_z(gBq!54) zApk%M0W;VT0sy2CfDa)6Knel)5CQ_z(gBq!54)Apk%M0r(IC0HhFr z4_z(gBq!54)Apk%M0r(IC0HhFr z4_z(gBq!54)Apk%M0r(IC0HhFr z4TEyW)v&!Nn@LBs>N1xblFIk^z`B< z$k}okK)<<=I4ltX+7E4m9Yx=-C=x#U)V!7@ECiZ5ra2{Tw_SZgus-L5;rj*~ zUc9=_eew+lF-5)YPQP$ei}XhUrr_8I6uSV?7TjtdMLi)^!P=AF?Vrm zV*7^|kBraFLh`#}A<60zwPA&!R@_vg)Z$z}HlKFIkrS#}lAER!f<(moLyqilw1BMM z*c#mrPO)n2bu+kYJ#6y71KbY%!f>SEB}U_dIrU!CzLr&ro7uRU`PNk4f5TDkH_tdL z^@|K)Vm7#6N6hD2K?%zXp$85P8!8P3dkKV=TGaM;IVJpLAPdRm&v-3pZ&=-z?O)=x zdU=t9pJ?;@WUF!@k`>1t*y%+UT!B`qY+!1etmC2nyP=gxLl-2Vk3#szdTaM@@^+KV zYu>jKHIMl#EmEwf+Z=#40*y5CyC!2oivUzHiY3Z>MsgFnD(nM`{x>nNYbX0JrYAU% zuF5`pUEfYPt-3T$$2B!|#?tm{KGmb1)&9hjok2$%kulWr*j8{mbExtCmIj=r!$61J zVjN^yZu92XqB)Yo9+rC~a!Bi8>e-+>Nq^Q7#5aQdYtf>7B6U}$mpu6!u8Z{zp&e)b zhON#)%OOLWf;x@QGq^e&uSA~gQ{Fc>w#!E7@xx^DvxRI|d#e(iN%5IOlYE}t_O z7+%Ue81C%QhScKe%ulljp=E&R&Glk0$I^(YN!pc=&81Vp?}(3>rI8rpYV{HPQG6pO zHeBwWvQiNjFI}a&vi2w~5x8EuZRF4ysqx`{MjXd0mffL?!%gry@~ZDAuVWO9VaOzK zo|#|ZbGZc@=XV-0dUILF`FvJv)U-J~X)>;b8j(D!KMizB?xwp^+7kjxQvy_%Efazt zPt`(x>2^1ADa*6KcAm|xl8)bO#2^+q_AGGbj1>gt-$_0%i2FXN=^Im+@qEcnb3XRxb63PHB;eZeq86Lp@Xu`QGR zpB*-;7+T;QFW;kI>d{wVmMd$4UXSqaWAw@e++PNBf4}w|tRx{^r0S9qLw5o0Alh#m z%amx9x?)lU6~%FehMu`_A8yp`CGINs=^T(1NgVMxs!lUHvGbw(3d_9qoLqIY(*=L3 z;`4Hce=T0-1Lto{$1<2;SAlX;PX3+d=TyK2F2&S-46gSiX8I z8G4Qj%9*5BdVC^nR41bBT^^GDdZVf1-#|Dv-PDhY(dS|lsv3i?D$JZ^qEgqEmP)W!D`1@gQcRQ?YgOJQ@YXN2u50Ae z^0@u$%vQ`%j}`5#ultNQPA~9YV|Dsal%vg1dpwpdZULoLv@Ax1eoe?;2`wYSrHZ}pC_ zsNk7y&yx}Z>C8l{WYh8OUg(D+d}-3jkyFYC-wlua&;#}m^5}WVv}}JG(!K{V{9Z+1 z+F-&xDD|*sA44d!Kt7?VA^zD6DYxJH4!d@QNklkG|H3s9p(@w%fq}2lo&_Rvl4SaeCaCD-~Oui#+36T7-)xb(?=?vGbk%9)b|^#3f$w(MJA(jP=NG zv?9U-UczcMli{uks0cqO@{!@Bd*A=yCLP9Cync`sG@-m7UufAsHK|_x8zQ2!6d=vC zH|oE92E@OW88(R2m#co{i?94E0~6sA{fUgsq|thXR;k~M`FmNYpPR*|MAkSd6jEIJ zIfVHJOB@2D-~8kr%-!fJ+fqcklY0R|HCDnao$@yhngniR+Mr6^AuQEJEOPyhcx3Sk zXh>i_ZSBWzo|Vs4$Q~W2*1sRr7FjL(u;{}7xdYL~rfB-iAuRyXpS)EOwuZ%m;U702 z^^|l|{Ds@hdfCp zx0<3&(GTZh(_fT3&(T%AH6;05ECu24OvivveOfcY$kV-dQ>EFWW>dJ3D_l9Su%7L+ z-An%B6l4ra#!h}AS-r!FRv8cGNA*9mO!iavH{Z$?*s|espY$IXA?jABYN=KAp)3o1<9TC`?j*(fw&%7`7^Xmk zX4+5VA*$Fi&+n!o@NUPoF++TIC+q4++^?uX2B;bD*VZD(BX+}E2Uni-JUI~vJqrS* zzng#O7oUq53PaH!t&7)-@{DMSiQe>|zG%Zx;!>fawQ=~SrK2{XilBZj5SKrgGZw%R zL8+ydCJuFnJB1p`BeiCZwdj_JmO%xca{A}aiNw!kIBAJ~=sqdzTGQ5YrPMtLly9 zrFU7_u)mYY=#UdXTYsos_%t1PX4xaNH=2&D)jerqx-u`VzU0Kl4ke-v)&4zB@9xiT z{O8s5lQQ^6)y-z~=lO#0?tDvJAfFCuz&PyXt0i0MKk7d*waj0oe8U#|L}R;*+;^|Z zCpwv3MC}5V)r;HJl}BbaX+^9B+K7z$np4)UGQG9ueU;Ir3wEukMVG2HU>B~>yr@{5 z+Z5KVq<&*MA?nMIkS#;B7oNG-{fpP?p2jd2g`1?A%ViZlqBHKph!Nm*0#?)VGt3(wpl(=TJspbD!TUM4lu_v>-$egpW`aVFn7~i; zvE3DI&=!}2yG`NQGAL4R#I%3kbG=g^$owRFm;jGS2Rc1192s6`KwmH5)B>xPYx}Zu6_5Af+ zMzVwqvoGQp%aPsH@}>YNaWZ0kWb>P`cM%EtiZOqaSR{}7{e75-XvWec$~b`jJ7V`? z7S+0;U=PZtxXkPxX2RbwEJ_`dcd9PX?n`o{J6LeC-=I_I86Ebt8uOdRmFu1dn&D}5l;hE$gc?d-jBgpc4-ss=vLCnWb-u7O*ni>u z0&_CksT;=#)4SD^%*@2XvlYSNdZWTwSK2{Vr^H6P3IX@zsJVdfX>90%#uD{e0?rWK z^jS9*6Y7!wY=1HsfNVtl)NJ0z{MDf+S-tqy6`goo6JBpS<#l({_X)e-88W?v`YA4& zNjEMvFz9{fyK$8O!Sn${sH)DhNKeX_PdMTGzv30%aPrYDC_mc4k%aXQGkMn2uF@2< z7G=KtG&zK}rS&h~fOcP`R5a@_QAYSfl-* zR0%gT3rWM78{j?huT0PpS1Q!ABj%n-my(feFZxPa0kRZ}i+3nT&O%ut9;f2rYqLHGvb^=(4hM4P*2;0B%fbZS9M}X--T%ef z-%4ekIWCK7)%d_##e9Jappwf|(NdSp$va<2!;sEC_PI)7uhK!=@{~*n16Ip1gNh zyPy6gzXCR#d|AUkHdZYZ@^f&Ki($zm*efB4$}pqQUaiLNn;AB+R(QFMm{biHjZk8r zAK5oSg_$|ksZh)lXZ?c?<|fxX&$eEC9{Di7G{Wo>V9sV`Kp3H`4f$=9ap-OBX5)84 zGs$Bn_uW)BNgv7Yoz=nSpTRauz0Q?+fq#PRlHUO%`<#JW`|Wmh%_A-jjSmvcwoZc* zY?k?2C3*6)y!aty0;9aYBiOGZmqaw6NAY*ohTx*ijhu=3oUcwk5o^ZQV(4__ryZ>b zPqb5@(bSMfsz*!hsJpdbt&{)lP$`=pdpUpO*Nh%Fy&H7I9k1H&YTMN$_lrl1x}VNu zTfPK5xbcWA+(fV7l0VQ=z)|LSprt7nef$k=NOLe)iu8!%0(CF6NY5I-)|JYH#n>!L z`|F_v4hccZRFOEG~sE@q2BUg+UJNc`GToMoKPlzfiwMU$+=Z{o9JZFp?xyD54o231gJ} z_DS??89x+iM#U>HYgMyTgQlb;50xO%>IEa76F}b~2KRD6j)kJymWv>z_QECK$POik`8@{#v#_%+YoRAU z_fy>flGLB!!X;8>GerqnK67|UY-RrEX%}>}X}KoPOOn#0a><+;H!9fTwR*mvp7F|K zP$+G>pARl`JT?}W?cP&Zt%O3=G~?`IcwSc?9z&dTF#hR1->=8eweXTfRtq%%1Y#U2 zUnhnrT->Bj%0?B13drQ`{|vGAS~y_^G40a3Fg!44c0X+;mytSl$9`+9gbKX zOifo;^Gdj0qr(4{D@+am+!2UHn|Y7ZIetJ3kVQ4ldqKA=U*6*u|FU6~_et9r4sE8! zL`qmbkRdYg@Pf$+@tQq!*AL4o|2Z0b_|xM4FAO%z8goHn&aN^JiAvoAu>nICytn>*3ch$8r>TQ2)^0u zMxch3ik2FQ9Q)|Yha2-JKtTWIk)9oy^kl}Z#D*vy^f3J?KNafd zsEv3d%0(*EwQ$G)tpy{hBzOuqm?A=hjAO;_^4{ZxoIQ1bGkmmHKxTj^rByIQ?ACk#E7@JCADo zLbf?5e^^C0AIqOe)6uqdtDbF@qCno_361w)G?#CY2j5ZLKZM`Rclw>=aA1s-Nna8O z5oQ_ahuZ{v05)1q@`ic!)jr00|*5)9UNKvVWAIoL#-kB>VnXrZ-Sc|Jq%CO zx}0PB7B%Bi;?!WZw~0+-xkC{m3vT?ebzw5i;2j4&K1-8aw(M(-ie$&#OES?V8lH3s zCU{{Bvz*&zn@YCDE;te%UX1;)vUsBro`U#Co1Mu(4N$h4GcW&vY_yW6fF*FCulzb+ z`)K?-9WjO#t~iLJ&)Cw+;42JGOBA=>iTl)@x(GqNy9=C(rS}Y}n4!%47CL(r+fGC& zSJ1_w{w$M`%3po!+Ut1OD-CG!i(T(#X0(hSacLBiDwCT(-vLX^M-BazmE}?&dPsac zD7SM944`+%AZIcQ;qA>93H!erY#||2KS+N2%n4qT)i_`beG(5_XmS*;8ftYQ)m34# z!e8>-F5R=pU`%xvm1!{|)-NQ*7%OGy;~T}SvK^uyl|IBsg=vm@I!w<3yG28iY0?Z$ zd7iYeJFo9>w2GD)y<^@x6VyssrQ!GiH9~Hg6_8|r=SVj!YoEb{s~M|-D7nE#0QKF# zxU^8-iy$i$Ii=)fY}>3x!PQj#xtK`B_-plDtGZ;n6t)d5Ezb16AMCd}XQ9n-68nQr z*;S!2o-!VI=~=p18cSQ+(1iYO#DxM;;)?-yiHP&BLRAO?v%;Ev2xVzPQ{PjzpUCV} z{{pJ~-&Bk2CRvTB&bNFL6g(jaX3@4Yr_xW}YCz32XN-fUk5_}2M<*QFRb zI@g|KU{FIbA`HUay0T1zzY@33@>cfmwa)lO6%kSfn-a(DCW6qE9DjudwdzwcaL^N6 zDT`>-Wm?F_GC?%C|A`Z4)q}G1EHf5cA_-uA(3~XO_=uI!lz@?(u}lAOA$~?}lp^Lm z)r6`~;br-(*M_6=`eYdn`wZXxNFAOUt*OSVg-=_j-0AIsR=W3gd@r8$x=Rct2z7i@ z(c$dtzav-jYA$39A%1|w=!GK%)pbR_E){d5iT;A`*5xCs{Mlao^bBDvXZ2PFAp{7{ z?CL&nz>5uRFF=|bW!EDmA#(MhKTg@5~a&L!=e(z!Frmw!!^!8)?gZ8R;8fy~^_O%7&NmFpAU z*0>4_#>YR~f+1t?m5S|-+i~g2I&cBhVT94t8tF3%Ps4H#o>gqqvv`D{-~4$VlG#sNgsUJ6q>t!yi;IPe#i9sxa}>IkD}1wYNE5y zv0#b{Kl~AElPs9vv4fLvmF0Jv=xczvPC+P4;E=7-s5Pan|4g*YhgVd0M^z^P$`cD; zp77B?{L(YhPy&;CX7Mu|uXn%M-plgV^RrM2`KCFbjkHmMYzU;fE@Rj9OSe9agoPqH zh|{#f1`YfsSsW3vo!Pvu6e=XA{54X%=N?pSxE4&spf_>**8kxd;+Lz_^rS0BLVB6} zopqp?avf_0^S#lGqRk?7{`vyIM}plAE7MZIvU)XOzHc-$!BUJ0yGCCGQt2Nz|gdU5ZhMRY92&?Ft^cDm${jMPExNHT`t z%dH5run8SyR93ioNW5gnl$o+0#-1KCJ2~Yz+7?smqg#~1gy2|_vVaflmXf$%6}nPA z65P|}%H61VQ2C{DqCDEZThPP%N1TgGcw$1OuqvhA8^qUM7h4HE}4H`XY{5mZn;$hIWPlQfKtFQW0Hopp~ zguQv;Efkn(F=S%-rPU5#b1|VP=bxLHUNKz~`?Zs7vMdj4^E)g3`!+p88s34Ku|VW*>ViZ8RbLZ&E8ubk5{EZq<(>~{){u~EnMc9Z?1`)l&P*AHFqep;9aG|KI%GhI<$s6yi# zJFm+O$7szU9jCo{&sYy740)z^L*M^UL;gCYLCzf5iN7>GXC~;@VWa8RSwR#2SytLm z>3edxDYKNI6rRfu)b7O)JSIr(8fqGA`Oh^MyV%w#xELcY>F}+!Z(rp;n&BgfRv%;s zxLO}PzkTI)g@N_*2h?k?qAwHV{A%omg z#Ckmb#$g@Ion!6s_tv$qJ zX%r}!W@|PcfMV{nz~V~>A}q_8N8s{+KZ_2xws?g{cft9_&pisLE@ZgPqv4lC23*(6 zd5)jB+?4I3>8Oh-dX~rnoYDLCcBb?9I8wDNxF#VKSo!=kv(az!ZVM!`dcJqBypYK#7Mq*oZ z7Ag{&AXzX=El@Xwr@GJ_*e?zBlM(C79}e#mdPSD5kaPQoci;J2uULGWWwol0{&?yB z!Gq$0EQy`zmeVzD1?t2?bS_%!naU((tukCoCx4ZJ>rxPaez#^u1_q@Zixsn_#EAE?)7hU@oSIUp-qF=_o|QKHk{I{Imc5q zS^;RrV`9_$K(vxEHD>KMthZ>N=Ii~6TX>hKxrRa0+1JryHMvQMu4v8+v-1&(#-r4dTpode~?ZVMgzS4V>>98S5omt~VFbXGzAZO#~Nk z#t3M+?X-E{7Wm`<;}d-rx!o7)M4nCOW|R<{ zeUKg%({@U8FQHP4C`3Q5kSJC|{h0^rG? zq_aXd?+4s_Oz#ag$uiZpgT7?iZ?|jveD$0`7S-mXTF8!;@!KQq=pGjAtDww2siL{; z#qoQ2oWnjc(yin<0Y0{+N0Z3`|4D6Vo+4RY7oi4b8O-smw*f9Q-(xM@l^Q zsh6{<)l8=r#|>J_n~|IpNS|D5q^U#!71UGJ=4|_v-z*U}Ug&DlzGr5pp|7Xg7|uJV zcn_RE7n2@>CUdU)q^Z3WIu+u=1nC4s&mOVp@k>yko-^|^Gr{i^U`To)v?C0#EC z+HkJCrL!u>8E-RCCaszL5djqs{UsQ`l)n^t0QFm8{x1YE)pte>_~V4^j-+5pQck@S z%kE_H2is-E%x6eso*P_~#(bGzf11nm)3Ee5x+-oyNr?cQkkV+c+kjv~Zeday#!a*7 zI45yx+?p))@{8lRw@zB?_>ixCpLDT-;c1Gsd?WS(eyxrB z&h*AUNCpPy6dhM7_Q0i#w7pi!0^?;1{C~f~-1VBfe_~uRssX$^3El1PnN)dp8rTAY zIaowcaP&{UovhmR8lE?8E8K;rb>Z{+uh4)GVz^|S=3CF+9%^*9R?8m<3#p*Zn}}EV ze(||i*OfYH-13Z#ox*W(DB5O?&Rt(W1`d-mGX22%W_EZzD#`T zZF|@_3ehB!5WqqGXZXxAm^1QsXoN?0x5{vS_bxO;rXC#WHq<`2@hF+!sb87ZIcv>BiH^Z3i=^l&m3Ba3P@NRFMAFJ)cJ zRRlYXA3}&ZjGqv(Ow5t?lb;ywr8-Jw7FS>Y{YMUft%9XDU^_C+w9aCRh06fa5@Ej! z2{xWN@c^n-z5<6V3m!=+HfwMOcV*F%GGNeb&#Fd=PcfbXw+RPffx@$gSTc=&^b29< zvP4K1Gts3+Q!Q-0kt?Z%(P70>fUAY#)WQ zRG;zy$^Lp(NaTB|@T8bgOs$2zR>?)K3QxyG#15nPd7iM+P-N!V)us>$QE3Nr+P zT>C&E4YK@!i0+DTxOEIOIPVwYlApf1J<87ih`YzXyx+JD;MulqYjJ6{Y`1K?miy*f zuGO+@*<8!!!fM&Jt^4=7?kD$Oa9@AK@#Hu^=lg&>b}31!WnBotSq^DO9GjN#ReRnR z36_|%R(l#U-~A>*;_KBFbLy--a0f5V-qI$#O8V2;h(LPM+P?xcl!Dh+!;&i+?Up^0O~yBwaQu8BVNjj06RaNXP6pR|&USX*Wp zSwAyuGqgA)qZtnCotNd!1KM^;9YG+i>YU?Vz2c`EPfd%~pG<^0`GlSQBd1@_&g2Fv zf)Abmg9>*5uHO@pyP5g;qu{#c2dqDlNBTk?=maH)nu^aEcN<1)@-&JDE5X%+HL7 zFxse+?>;!$=)!AdNNNs^+|QB>s5FhJlZoIEh>O;n6t>Kswr*lpu4>B-vt~HGZ|deXt)n-mlQ?hiK^P8 z)oxZc!~pw2uDHSh8>heU$rVP`jZfPH6yZ^d8W|%2m2RQ@XJYtIkL4P#Us6TT@UtcX z6bAWcyYdlXz7>H^<1V|_IX%_u3HR^r7llZabWl8&W>`PjYC-)YmGs)(E7kWdNJW;%mZ ztVraVq=F;O-9Ze=GR{4i#xY)!6Q)(mx)gOxQNda!CPm%Or+k1NMp*K#kw_+$HR@pd zHV{<=E?W=pvawk6>o`*MiU_tbCnJSB#qzj2=O`XQpy)^U^kO)cL}a)IWhSI~Anx3Y zc;8za*wZK$|I*1uzdMN^o7smYZbJgsWt0aa6R5eQ^%Ur&yK-_vqo#8}n$9J6clK1- zt^xTi@YxmdcSTfJnbY${q$j}&;DNV6!th;Ls^;CHEp?VJ*@_U00Y1z8$Z#)*CD>Rn z+mi_WO+wASGpwZ@)2N*)f@^^u(EoHJgIGaVK+EXmfwM~EK`AG5@D+pUO3*t-edcwA zRl+*oYSXJdA&!2urltvVF3B>_wal>K-fE-Q5~Y6>r<79T04bJ}-}hbpk+RnghojVy z#PXd{C_U=Q+B{sGQo4&b%zuLO!Xfs&Q>qnr!%6AFG1r^pLf^N@Dg^tc)q6C2gBVT`rGCc z9!g_;_zrxY3(q8S4V44_aC5|&CT^2vN2rW{$2Hi)QXG$qoBcK_1kAmW5Eo|)kZqST zVk8vZ3=5s$JcgwNcoyBuoXchIW-IKlm0LOT!nD%zQl{w~(NBh0g=M5_>Wpe`H_Jim zJ8)Fv)nMx)Xh(@n2#WX2UqY!wXezq*jfVx-ZtdBAhH8^xe}=ay_AC&_+0dTD>V$+m zI7Y^@b-B~TW%`I@4`{BGW2(b(^jfb6e$VeGPf3e0FV7Izrg7O>$2{XlSMW-gKvGa+ z!bW2nc37Qilcdg#GLb<28Muy*lb}l%fR80yj?g^q)V-5t^WwwltUSFX;$8FjbPUrG zGH;}Y#$=SafiK2rY~XE#<#cS&e}cAE6id|RCR)NN$BTW|4K&(M*3(T(?fpEt@74JX zl?+=<$D2ogoLK;2LB$$oz+DF-fYlNayKrtPR3|BF1 z#Pm`T+y!2dzURFcU*PI&T*QZ_lDH zt$45+r%ys@U$X__iOny*TJPC;ARoGhpD>wYxS*7LV-;Rerc|a+WXF$28N$j4NmaMx1P1mPgXL)*Y(!H zQCkY7^Z_9EyU0XnDMUJ>QQ_-iaJbhwPTW;Hx#sFf`%bb^8g`l)z2xu5y2iBkUs8i^ zy#&1H76pIgpo^2HeemUfw_3LEG%D5X7iEp(;Mdfu`}XxGbbONJS>SP~3Q`sd(b+^5 zikl!ymj;S=oiNgrg6t@BB1G23SlI9&k0*2t(>EZ(W~Yl5Px_3sQ%swTh}~0tPd7uW z{R$HO`uiECXpwolz$KjT4WB5m zY0rf!^x0#sUpDv@HG5xw!``u(aXp29`pkD4S}ym7?0tk?Cq)V4*id;j>WG&izF{E= zRjLK>X8Npmk!+fi!K00j|G>sR&~%AtP*0rNCPIED6&=%cl}RhYGv_;IA=RW}Qb+P& ztXetAPKwpotWP@KZS}>Xxm`w1*cWu_VL|e${^auRuULXf#h)urZW8fvTh@0fq8kEk zFfLUOhg1W?2nK>1x9}p~_#GxB62FV#s$UNn@yKGeb#{umOT!U0d-oKklA?PlJ{Ddn zZWhhc)<)6sHdiWN;0Yr+GN<5V706~QI!(0awoj-X>r0HU5`x^$4(RR|(Z-(pN6j>G z_+|W9CAoUG_?s<7%(t%l8}(UxgLv}T`p^25!*%$9YHn4^wIAW(kA@i9QU_m=N#`Me zRoq>Ln2wd)a$hXS2A+U$W%JmJSN6z)oPbSH!GFhyxHqOs?+SH=_3~`6+pv8t(Y;Q+ zj-2If`SZVrdV&%?hq6BB?#FOv9ZVu2#!@Jm^PZ1Xyz8|)b9`Fu3`f~RNMr2{CNj|f z*4(N`jhp|S#5mf#V5-_G35~&|O=f%(pcbpn+e^GnY6|Q{VQi({d;Mf6+!zKA|I*|+ zJ_A#CQngxtpVFg5rdP+}1i=@;#VK9awfzr@KwDT>PuCVA*(F=&Q<|bB>`(ltJ3{E2 zGv++&tQKcROC8(`^NGyFr)@`Z&&I;}pTTZj%B&i4!6AoB(Wz+5IT4KvmY??*fvK)C z*s^qTJ^`f@Pkr;Af{c$2f2u^%xk_e7LcL!o}Qp(o3qbh%@WD#YBOdeVSbE_ z56!6^y z`s<`!%ye4TCqkql5jVJ1NTM>xSY%~Vk%d zF^UVDl~KV(SOn=-1ifF6G(gK-K|fB@?Wo^zO^a2#m<-8~_g{*0DKVZFMyzaNO4taG zkf;t@GR>RE8_G^!saJ>ymSLqv_vY3r75Ng|r6Y^#Bj&^IPaK;hvf&K*nP&7=K}$)b z@T9{RtvgNQvv14o$ia0Ob2F6kU8^ob&Z{`3m14#LUg1z&?h^B@AAlO779mPwB!r6@ z5s%DuLUqck;k-lG3yPgkm8#`-%D1D7I zcht5x;Q#vT>!ZN;fFT@{71%OFnpJuA{9LXB>~Yhnw7R4bWAo1X@|6=B6v032}r8M4aycpJ=Tt++}9F+?v zKZHLxXA}5sW*HF}2ZaBcG9Ax#!5Vn2nN96D@=wJB_>KgKG% z{1BoCBzMnwO3Y@cOuAy@li9wtErzYVP7&<1l|51)o3WBlW*p+g7i6`N#WSpyXewix z#IhE+klvt(OLx!qEsodh>lV=+lHM@kjPye0SN;&^hBF4NDCL^!y7DAwDw#`sl>DC@ zJ?##~NWC6&W^;sNq4P$SYyO21aFf~&PEwm#)|4CwpWzk{uq}kZ7E3_C(8I@NnrG;G z2T#BE{&m`tC$-|TY9@LxM_uuR(qgx9$s*Y6*bJ@qG=yoJcGA<~uF*_CX18h7#*8(a z8inBOE4%~VA=ql21EGA&+bV>#VK{~W3OpbFi|{|OcBD&euYeLMob-9= z?cXLiusK~b2(+?ks;C}eqpV9gKXcY>jt`M05I2M$dwmdSqz8=5{n1NR8773vYRL}< z$U^g%WaeuJ@EYNkU3xlIr+aKDZ?d$u~asH_!gR zi(e7lWV34JNEF}7e3V8~UvjNItZyYP=D1Zoh-cHj*!}Nl=->1Amwnu##aA z8Aq7j|KxkqBJJOrAUr-GzE|7AV}|+q-0_uE5V))12)kF^%e-nmGkeh-EX0l;kNg?K zXIl-E=JP|Lr6ij)yN0*}J<=jK0|PrIaa*Q;_B3Dn@5&FhoVjj_P&ZK~X?%eyyMsm% zg!tc6hhiQEq0t#e%+fW4+B;EMH?hvhREK9dxMqy?mduYf(EUU#NKEn2hZcnhDVt0c zjsROQRh32~Disn=A(?}MRbUx9p7O3l!YKhjEy9tEYzf<7Bm| z()BtEnaHQ(@>}RgjiYUKxXzwYDZa;F&pRL|DPm-bFm&UR8z+5&<1_X!*?ap};v@@= zUn3ONuZOCI`!9A4{eP6)RrK_BoF{wwon1-3)NXImo9p1!J~2JXWQbd0mLsN)W@wqj4xWe;Z2)a1YDmSHM@)M6sQ zv2xT1<)EeBMZ=I4Go>9yvsMrOsRTWYunS_O=}s4sL=euR^0&c52PdL-Duxx2CH;|6 zIlH4jTP?LU-%Mv7wrkG}xr(65zSJJ|NqmZ$60-XD`_XlUmR|_bJ-QIxB+}=EtC2BX znJySl=8CKL&Z)t*Dcf|JwyZP&Q!KXEV5amEV0?HG ztZ3}3lg)?7et%5BLQc6hT}$@_pFeOgrr2U?NJj?D0Hx!5bym3FzO1$j@*5} zbKwe90Y>&74eTJv=Lw~bm2(CZ`95HzTiXq;+8!nHn`m6SxA)4m)d4MdEe zgzh2RU;2t2PdZF$B3EH9D}Pe{Tv@wV4(>UjdZCOtmv2g*_fhv$YEQDsJ)}Ur+d1~j z_xnfl(bHIZPYA20(WYhLG69~rn7tyyb}GolG$o3?Wx;;;E zjYaD8?0{0*Rw|0(^mnJ1r6$vEi{r`R!>kh%5c0f-fl|BCcyLp2egfi2pu zZrKQt`vExyHPwX~W7hg1R>P<8>pa1|t+jfyE1fL^q}EwE5@6V{9Pwy`!3Cj@AK!cM zr4YgnZ%DG1R{AWvxkHDLJ#>wC%+mKCl_dLLJc-fIMNfpO@QnE+^>MV%nD`})Tiu+I zXKDrumTnVebN~Rv{m=MuZ_a_#gKo z!oTuH4P=!!Yvgs6naDuTC`}*{=VB=PiAiw${n|3ui2q@bPx2FD0(ox0Mx%uO`JH+K zn?5gqc1DWOrDpcuv*oP;vh$?9P)pmGB?3+*{+~CIBLH*dU{XpPbtISg(H&~wbozlw z0`5Tk?Ece_WPR>(`*@Z>Y5EV?94N+Jh|Ldmxw(V^n|Gy_8aX&xOvf~ju&0|B$kz?t zP-|z~#g*BbRXT25)NW)Qk-c!0D~{8nF&m|6e$^>4*zy4gn)t)N&Mg=S7tTIDyB9ad z9aq$`4FU(>Jn#Bxb|Gzb?xvc)viHT`p?5_w^*}7g!QJDk(_|RwH4FZFOUA~UbZmC& z{&b!E=@RWHYFO}lkS#Um)B8n=sEF(*t|LYWk)fzG3$-1afr}q^^U+@yb@t{wDBEd~ z(pIYDi8ILE=M7u>(@Ty-e^8CCYW6zkDJKK@>7hWa)_7xO5c@pS;xF9Au#h{11A4=} z$cK<>$miw(Pd6Ph*DeP3(vQN3vz1f1#|vu2GTS#aIc-c(b@|>*!Ehn}9p{=L6;W)n z%ZGKRSK10$zxJPa_?Vz3NKDFawOAXw#Vq&hGR*d&r5LuFo1v6pLX=_`e7~(J*9+(V znOF}beX~gGrYmQKr1w)Rw8p-a*G*KQ(X!8iTF5wj zRnl)+M52HeY23Y<%no6450;B3mI&mrDMmxv-aY@4 zxUfr*#bz26!m2v0C?##CHj*Y91Z#rc%25OKP?RH940F9;Kr=x=KtcR}BLo0QApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1OP}O03SjCfD{7oAp`(OApjpj z0Du$%@F4^MNFe|pLI8ji0`MUO07xMKA3^|t6aw%e1poEF|0x9ELkIwnLI6I5001cj z;6n%ikU{`Hga8031mHsm0FXieK7;@ODFom{2mp{m06v5O04W4uLm0~pWVh{S4eb?K=YUEKd8J=MJGv6 zlHW{?m?7ZQXpOzxa>lA2Q@gK!)$?>O;C-xIoMM-uHQRHg_qDTccI-&8Dldb=P|b%M z#9wUOSKA7Zm`Y+|B@Zo5-;+PSP!NKp&SBgPXRu;J^*}@GVry2m@LGNch(2n3pC1?; z#SQw)B?%-q)wG{(F_Kt>1a~!fAV23SBO!{GYv5geDQ4j*YgGRPDX1DiAlD07(<%B6 z5u&O7f^4rYl&1B_-7gU*nLTF0#PCYw^JD_^kLcErvMr+eC)S7RKKNEQ`v$u(B>q^7 z>tqq+(OT1hdFgpZ;i%Mp;0l)w14UAX(K&{#EhGD;!9N{EG0Dy@7cZDK8`9q>(39xQ>h;B7t)w14Sl$^_#K4(DcC;**JsM*D?hcxWnU5_8#t!Z0h;Kr??x&~R$nAd zoI0TI?oK~b8KUkcoD2NWt#;m}f`Qma2y*zIc``4d_Qlw!HJ5kg!7cBe5V4rUKFPGVmUSsccl|~1&*CTRs>_N;f zy(QRgjD{O1x}9mnqT`04J4noouzGEO1I_fm=c2_n8c z$MZ7J_!A6uOaW~QI@eK*nC#)IZp7x@t_L>EE~4?xVh*i4lUybt^{^U9`vq%c3^L8~ zTF6crhaFym$%i`nTI7VusfuTw3X>l5<~?TY9P3|g$MWri8wb>X@73FfWkg*X^9<29 z52&#y@kyIutF9AJ>_;>G3@9y{h_HXl`Z*jj!8N?Yf&&=B{0CMi5Zi~!8%lnLX5mw% zSSLUlmq0U?3{E~YEX?nQWKA{D$MIM0-Vez2zkR2v)=A;V!_04OfYKI2Sm8JeA$UE` z#Yo3CMj=8qL=U4%gJkRbUUK{~stL>05=GlJrxc0=hb{Vdep<}RUx=q1H%n=Q0Cg0HFlq#p^vR08Vv(I+ih-p$o`se_Sx9559zETHCk1u3RJ3Vg6OF)rpvHW=i?De(lIyk&ybYJ0^p^36bQu*>vf&w=Exwpbs zmLHW!Zc>=voY~+UR~0?9Z2IHf_sHu>kjT?(u|&+-#0%Lv9cTgd)K3?#l~%Mv-E=tWh?RzRTw z@AVN@7^5yFqZgmp3c2~tRpYefB#lEB65u(J5p?7%KKk;ZQc0dzBVAkloi_2&Ah2@BLs{LQ3Zw7}4HnlI zh+Y&ZS@^;eW}wcjtI}repq;E?IQ0?LpDyL*Vu^&~1_=7BJ=3x6VFmN<>82U{gSL&& zeNwn0oQ9tdolTA5illyR47>Dtz|G*WmaxgyZ4OmxOiO`ZXdK_}TmX%m+ zq~ujcX5>H5&}I8N)z{u39LeL@K|%^fYQ|MOn3#yusay2#N{UdQ-RE$%tZmV+K((bb z&En}aQd3d?g!4&VhmxgxQ<*^kk_Q~|<}HUa=l8UwHCeGczjqg_Y9@-qsFLe%2yjM1 zN>tO2RLW%CCF}K*r7l3sapbHf_pBiMTC5Bz;3PHm+7*ed{d>@n<-&5VLF2R*b$OX&YYROya>))d5nfTg7Co=9PGW^XFn^5u5(0HJDwD{EwwRa<*sW~nS!)mQ zXDMv{?&kcB${ikG;85GelTT@VBpT@GP-1XS0?|X?PPlQzx@A&M!a)&}7|x|AuMuR? z0BeWlW8>aK%6ejhOjPVA)6Pvy2yevoOv+OIb!wBRE_?@YrmU zYJ7}zas_@?pcbi*T6UukxF$tesECGpo~+`4sY(dUq>xP_wx2dos|x-)%5qH{GM&=; z5OhT3T|zM50*(FbgYjbZqW$RB6O8Rcol%T}wn4eB!k6uhYK*Rnz>1m~H+Q0H$@6We&9jw~mFm zmKaER+nT6G^ipBwKJ$L=|E>pBY`HfLhgVaX)Vvpean|U>8}{M1HGFcKvgIH9k?#t< z_D>T1+VNket+iLZ<5O8(@Lx43F+7z`;N6qXALit1CZg+aDV2earjd+qUs$ukxZ_A@ z9S_tbEoX*XVK0;+k^wYI9974K8m{V5=7F~>Tge4WBo?%cuTKhyV-VM2#8$GMx8WAH3I-`Y`Qe^+L?w3gXtw(FcP!k}q3l zVC+&cg3QT=*heHfg3%lWX6rmz4D3B%`>9!J;1|$cFB~ZGQ1$qR{$5dS&Ehv@2y`&xO8@ZE2jkBNAs+5yCMe>Pni#3uiibldC z-*kHc$AVr~#j0AR9VWFk@pXEQfUl@l6c)dzh(8Bc#{$z~NBO$-b$?uPIgf&i8HsT= z5ZrFySDYoIBgub4=G&Grhue`jKx4(E@hZx5{dn;9n{eL^siQ#*Of>Wa7{e(LXhzR^{3)?Yg^GseUDm47_n2`)PMA zvh{ArR{U#m0m%xLvj?A1*7`TD_J}y2H(pifkp*+kow7yfex`_;13C{vot=?$K*cgb z)3l~FQj4SV4Qpv-WL4V5u}npTF;??I1jwo&!Z zy*1%jCLGG@&0kEb?D@Zce^Y(OP|W(oL*T1X9Ex$0d!++Gns+!{J3JmP@Z?vcmL;Iw zjv}Vjasj`CTzEWo*~E%akH~Zq<7mR8j#@9zee&yNhsWc!kh%V!)9fuqFCSn-rfIhJVF(cvccsh)`8E!S{#(%)O! zWAdksciKzvw7OJCv&pyt&4R=as_Pr)EQ^Po9nK}X8bU?V>U3sKrSvv6i)+NKT1X#o z0P(yZPo_(3HYOzg`=6&wkhrBb*<(lXunn=$vZBJEg~J#9;E5t$C3eE#v5}~qFR>n& zzqpYX8l`pN%c~LL7@I#9yC2T5jh_mOEp%0hTu^n30E5l}?A z>7O~cN1pU=O;eEA^lR5rm(B(d)4|kQ0v~=8{WxAF=2YD>4XQj&;ug8RNQlDtEKm+- z2)*yTPd@MbdDQfLDzR$4^77-D2}NDHC~<;&St^}t01DoX-AgI@i_ z=l@-fj8O%P5{<{k%hYvecHC!9Z7X}_P%chax%zcOLcV&v(6}qXb_S|xqGGNZe?7;= zSl_if<4+l(156LEnm5v~Fouk7rF+|zUa#QSJ_UrKR}aKn=MzNQ@pNx z{D_M^Xy{-9p+fTaN?+QH9-U-4{;ACx3TH>0ztcV9B&AjXDL00bh63YRBRupBfs9U8 z1aF(gb^|4t5SuMC$jD)y9~Kyd_qFgs z>A$0F_cY~3lQZ}igOZ)g--j6ohj=B1IM7a{t-_vecmGQ^R*)+n;(lt7G|x48gisM{ z9ix9t9TkPd+$ah58TH3h@2FiTvXM`y#xM|&FG839+`5Cmdm%G^O!Aq9r&#J2Vcu)S zcKu={z8GniTvqycgXCq~)x-?w9=Rim>3IsX*88JU&NJ8*f2$NP#j5DTJ=x=GH?E*k zhBH%hK*(XgtiA|s^pq73oH;`NZ(wx%$z4&;-k2OSDU3s{`TahRrrR4+AK$mGzedVD z1tuL{|5+s1HLHWzN;O~PwJe5l%Juq8c(u@~2e0H?#IM$#FTG(qtHI6yvtz}di}I{= zHCKlU_G0=1^7?IbN_CCkWOS>dIfPA)jm~5ATusZ+4D#|M+uPYy5`H;Cw{eG0IGMr6} zYCR}{jCRyc_;^!FJ-wblssq^}UWs8~h*5=V+4iO{_ord@oFpO^sw;0+B~mZ3*G8Ai z5Hai(l+@IBDgWSTYA!aOkD|^QN@Q|$^U|4v!E^r>>iWo^|3)fEC3WrNZC9y(!Mnlf zeot-F(!k)U4%YJo=s$E*U(63Y$9RWR!ze18b6Ynt2;I(gnT<@BIoWt+8`xms5KFgD zYRW*z3I?XGd$kKmL292-(8apOzwMlMref)Z&%3 zUJ$(H>S7KdKdH!ETtu`wLKeA(CUvse$D(AelJO@}YC&prAK4PACWyt8Q8C(tIM|Y< z{iB`ad~1!Yv7Oaw$oezBeDm3x{Nb%{I5_Y<<+^kQW8wI8+d z%>8MP>-(sbX7r7&5H|dp0ls1AO$X||GS>;BjW3?@pw@yvs@)-Kcy1&J*4}HMK+@)R zz0XOB7Kw#m>XYqkk~og#TFN9>6n>QSTS*3du%A>*EslSsMlSfw7Lh4Q0H-ei^?8p>hUw2%hIxie7GeS=Vi94z2!5%jdwY1t7|G)} zYr*R6Lj8u^3d7B&TO0HWJk(QM`$~A-<=gA^rs~BFV2NfKEAO3;zc#axi<^3eS= zk%+ukA@GJW?M{#|0jVqY%Hl^Mw$_b{@tvUpeg`$$;+xjpZ>POXn;g3HJlsBS{nGEs zrkdOOQ5fCIQ*Q3VZ;M`xOvPe^!lbV=R-|f4zJYi&8$HZg3L+jDJin_qhCJA@-z@bD zL>zdDJz+OR?gP{Zd9!c%ASUA2QxKOsr7_)u4FQ$xrLidkS_LfAa%zEe#W%!Vi6UVR z52YU2_U~b-5(zUO6_&?)c&3njmJ;c;kEl*Lgc?l;Vih4Q(6Ie0vPPx%Iz!nX?~Y+z z=4R)zFB=H>o0`soB}(#5G=gy6xCWm6@Jc^RZJjgzF#QgVUfQG|h{u|knp|ZBQ*1t# z`vKrGB;l_aAP`}~9N1X=OfLpd2SI&`gmE7bwLaaX_q!c~nm<<93i#TF9!+z}G7`O> zu6ER-`_9tr!X9k9(Kn6_2b)3jXmgg2FF-mBupS?V$O*3{Q?_bGSs5|tWJ5vK84@s5N5+&~+Q9G(*G-THf5JXtTv~LC1!GUnf?J+iEcJS_eel_BEMqp8vi6A1 zNBf7{LdR6nyC*8|ii>re>7a}etyf{e*b_+_2sLN%lCTj)|v3j>$ z7t$5vP_e^(iO)-YM}ox)8|3mYNsZ#8<}1NYq<%lOApXqjGC6EsDYY@T=V1LFs{+~Z zRw%9pL_=4VVw`x??l3R*ROtLF6zhFC%&l~A>paS-{rUds?PJZDLLmi7(H|gMQk0^9 z0r6Y=Tyo@h2FCn3 zpnhuhA!#OAs5UVF=im9xl-J{bR(pA0O{d-sM; z6wGT5g9Xe!hfI&qd~+x2Il*ao0zk{SWr2=}tlu!Z?d24%Q6*zy@XQ%FVCWv_tKll? z7L%In%T;Hu{b3Ol?#2m`A~Y@XPDgI2>pW0=_+*euRAYi;`j-uDcGiW8gj_GyJ7}I0 zKVZLhid8)OEyla`#5hYwKG%v=)M_*G<+(r{*YdRG{&I6seFj^C#BeeyEjx;lb?OOM zhFiOsWs_}`*nA^%?b8(SXLnC`Any-^J68DB@ z>4}yC)Ul+_uy-s3X`vsFFT;I|K@GXN3>;2FenGR@$AQNTfb{LyzM3wa_N7V2?Y0it z9(qDNWIGW*`BIHS5w`tX@ zo{v28oo0rZRx}DSrovf)$Qq59rJ5JFVI*GRGWsu!-j^oP?zgHAI4)uYw}JIng_~> zQU=WC(ydN6WU2E!ZQ2APhFEBL4mFVB2|4)8Ki^t>L@*Twpea|~Vpe8^<%EYD-`kzM zxAl|Y;?i>%cC_6jCSj=>+Jq0N!bT8sO5WitaZ5DbBq&g5Ck_{qphs#)b~8P*-oEcW z{QZp>4@Z)XQto`am8s4^brhbUA#W}MJH(R z<1PE!cFt&$4vBa4gYcS40P?|UZs0o9F5^NP9U~+}aYIsaRRczTE%Xfor$AxB2S2UM zuS@|_VYE>A*@zvv2isj+=9$f9DR}G6E%WzPqgnauz!z7)CaP9OL+!*G>%*YNDMYMM zxgi>73U1Xp+>Sm1y$=iu*G^SmQBL)P@DR-1 zTXD-AGokS1+@G>Bm zUWSlN3{X*yUv#tbQ*}Qav#x!Pkw`?$9ecsWIar?=!H9-5j{JI{ir*)O{%-aozO`vl!{yl!>+kFizH>f5swArMaeaYZAs`1+_4K#5!QPKFYUoib@jpVt{P3Yg ztT6r%{s8wcOPH7h4}bq@sVF$VohJ8$W=>Tm4#w!jAu_0i25JV@)nQ&I%M(YIsL}7d z@;BH(DPvs{0S5DX3Dd42`b2%ycLQLfIzp=p>B%*;qb3`TO`qBB> z%G1z{@=we~xu$TwJx>+9Vuz}w-|HhK=;ceZwB1}qPh!1Wi>zUoMp~j^ErMiDQF(Uu zH`FyXOrki0VEm!MSAg2Kqfii!MoE>*JK8qC&Uv1GrQq z^{2uFn%eoz)>+0=48!IX0MsyV@ddtsE2{yb;FKkn)yerN_meE0YDI>{2*b=J5WP5gb&N)ZdTe&@Qq3}ep+U(C- zsNX0R?8zqRysDYWu-3Jg%Kbt4g!-`2EGL<>e%h8onU)0=PoSk=E07 zN+Fx-VB*!9#*EwaF`AeL4m~WSL-^te{J6jRLYl=!G?dVmem>aa{~?R-Z-~jX71sS@ zO<{kJH9NAGe-ojxrV$U*kwrpb?Bs(6V9_p>bn#*-H0e@JxBSt|aGKaK*f9>}@dblf z8RDeiIwwF5iCSn`OlYKm4N%0vQPD`Aty%E%Sz?Zq|1ra(h=TO*9v(J#^4rz%A!+x0 zY!~G(woK!R$OJV3#T=@ORBweqtUeK)O*|BHe}qkFU2cMXcbJba=^GA=`E$g_E=S^_ zx0!p?xirjWLM)a`6f&+>eoJ0cI1U=RUrzU!j)%w81HLF94LkfO(FO48%~z|6>QteG zuxBQuGoA>~{$!SNMzIg$_Sy6a3z9LF8QQJOF)o&uPfj+q1tgmtZ;hdEPn~7K-ku?K z*eM}%Rn>j{+dB45Kbh!VqSL_f^0~%;twP)QV+-uN_4f%#@tWb~GY)>g_^E~J4$di- z&ubB17D`BcaG_|9FJ%BGrgpSwsi39@Wu09Ab}L=yJC#MrNJ`j)5e4f%$SMg^wC(V9 zaoUp0Jc2*b9KCg?N&j&X)n3%q_I>6Ui+;30f;!G0_-P?ykoC)8ZbZi8hwVVSR{|G% zm&qF35AkZfLyF!l=Szd;eXf{5#(xEESG1TBI=5NE5wbDM(j-5DMI)N7i`bRJg>RNE zWL*>Mqw>jiSh(Mo@usp9vnWIsFgoEnTiH?G!*Qnu>2V+Sjfj zez&u#{kQc_o;`;axLKbs=VZP+hGpm!_=t(%i((GX&K%5)bGW{f|3xHQSC}YG&nj<0 zF|r>2xYj#vEqIp_NY25aRwe2zLYXds_HaH*4LIwrQm zD*6iX7cQV@&Qg2Zs$xhfQ8r`lOlyl0yTnIew~e; z3(Nnjj|AYWK4}<3_D8hRJlh)fi8adL3DNX{v9k_J3dh^z%KKmOICo0n8iX$=I+{#3 zA_44STz+otw@0r=WE_F<*@N9Bc8nu8!Rl{-gJvYu1l){7$Tb}W<>N&$0}5fd3@U9d zb2g>(4e>7@;KM01V2Fa@N+^!;#RhX2$&(>FMH?eO@;+bI$+XBpvR|DqfRf#3mAtk? zNpUKCOQhR;*xn>n!e5N1Z?2N4gN4` z<$r~ZPxco6grkw5!|=~{W-fOon5DP0e;C8tA2#9fnI$_k*A>0^$rWJjGlSsW?EJ#a z;d>rOflN4wqI&miN>SkC@K+88Dm}$y4}!H9c3G}8OmLdH_}&H)P(*wQ@#+dO&|ln& z_C6t!%zqN3sM?Gjuqr0pDPb-9rDA0t6E?}Cdl03kLUzx0MTjmYa(7SFbv9PvOR3}J z*~tSjvf~V6O`~^Jim%leJ0QvCEDm)#*F?C>^^7IE0xetx3hX#?3 z`fO5UC4x|ftO2WY&+?a#^R$~AKR?vch&Sz77`YA4|CpWTV#;4ewe%&{e~@`R`3D`j zf?e18Acn<$d!5R2C}nJL5VHS~h8ZdD$KWXG)-*}xxnD`;C+wL@(FnV3?y#>t)nPVp z$AIRqUk0!%XgAgnm}u5A%3lgaqWq%{=84`AQXF_hkD-#yrbyXYX?+6-_G3LE)GMZLKavxZj3 z$xN8o-WU;bi{saonvueer^LS|d^tiMJR61U7H_POX*Hs^%s?tk@? zK_z+te_D_P76&hfiU%=M2l_qjj!Wd!!;JY7yi{h-!PzX&d|OzA#Mg)t3+D#$2F zt33ogGPX3GDBldCJpolvcfFx*vPRS~G*g=fk#x#xmK#HGq;8y57)uj3gl%-$niEyBHa*{6*Jsjy$ref4$93 zpcsB0=hE3J8Mna!2-&eCk5k9o+*71U49~9XIb%UIUWdtmFS)(J`?7V zlZt@p4Uf~n?XEp|iyqh=88rmGb+7{zh8#LB<>Qka)k}Tg;e_q$`9y#Z>yke#aJ!o( z%y0sVx^`(TE3E*O?3t^he@vrYDy$?=yI8Ama%l#)s1CST$5+_Np6{ok& z_DKc?n)c+q3tqU_1|h*L3?|tzT@HM1Du|y$kJi@Hm>PG$$h6ZRU$FLEVcjzeAA0*u zd0$^h%(`+VnZ67(o%L`qBivMhrZo=#i?Om8$8V(>?C5OIvFdodf2eA7#~03M^R+zq z1gSNIb9K&=KA z1@|@U!5j9KDT%nZf17^{Ym_#v1bflYQjN(uL~gw(e zrR9>tGZGx>C+DF~y$RzYzRj8_hx;OU*CeNjQjx_3N@HEYy_$+Wd7rCAmME)7s*{tn z8&l!bh2#*7`PT1*OYC@VpR+G`7;NbEtqqjNpXY{Kx(OB}f7hGAON8fV&8Gv7?EDC2 z=fn?S@c$P4Xx#p2LLnP}F^7`|=ApMHX2m;Y9$ZJ=h)L6!n;99q6=cqvEYsL5*j_4Y z699+Vpy$k2+14MyeDKA%nraP`Yccs&RA3cVcjC}3LMX5SulFwuCB`ns0Mu=v^F0TL zTTYI%sEA=ff9AQ#KM5>JS2qi<=e|s10U~hUc3+VtzaK)mbCc4WUI70nl$``H+%>da zrz`-j;d~DuhXdsqDy2LW7?P4OR|1|TP~~3mGrhA%WgOFbCy7tQ8%;b3X2^kI0t^?@ z$-en%ZbP4cp%(gGK8vKRmkVyLcs5ogMunWXL1YVae;wLb7W&-@X8W9nQUMKT`mbi4 zxlgO=D8?sCxw~sK9``LKhb)U$47xpr=vW5YBmzP%i>96m1WJ-lo;J3!y1V{jco21h zzil|2sBRKyEu7F3v~l_}1GG3pG63(qZ~taRYbk921q{eE&?+`405TH&MHh@`B%Gu} zl&ipve~2Ga@xtmJ3@eOE7HIHr=|n+hov8Pqjtow`E1vEg(aucB2>chp;hmg;EHFaJ#Ptj_7!iL9 zPLPBD40_=B0PQfZIa+Rh93%fM;2{Ri-gvPSf2i)kk{aG&M=c2)3I_RG`G^<%=Wn#| z$1fuNt;hHiV}DPG5ccz1#{;^`84#=3#W{q#Lyfhx+OGm1TGDFd9*^;CSQ_tZnA6K= zlK1Rr{V%e#xzYzvf37KV84`?n7|_df03kYt#_nDf!ck!ke%}2XPT9}#Ujq?8P26F- zf5WAqa)v5PXOV=ps`1Hb9Md_{d5No*bJ_0zHE?j88lJAq=u(Ac305!=3h^Us`#~p$ zzkJ+5B#qn-U$1ho+wx=(a=Eh%>S5ib)ATILr00$$CsptvcBbGgmU#67nn{$ZsTsO{ z?^{Qy`JaWRM%aW906)AyATR+d9YCg1t!KV{OzTQT>2e>(XcIZ;G1b#(uaYXZob5E@e?(`7oCIn2gT=j97)q!Zgr zUH<4Dg6u%=Js?$S3=AP_Bx}bjknNFjyv#$gwVFM~Npt@bp@2?bYtAJt6^PI6e;eZJ zI*L+;IBw{o=*b@_9J9i_A?RdKKSu%~W)&#zOjBFkw_Z1X-e<>i5ip2O$icIdJ+J4zyNkxaAPXR6gn( zJgV*}O>u`_VnmTEaiV&GN6UN+ORyFbM@A#K?UOElTg;(_(rA28stzf}U{r00{a??7lU)^Tt)}vkjhrQ@}!@OPU8# zOHEzD>ilhmvjIrvId-uKe^;(}jYOnVk!A^dEb}n$I$JK3(%uZY!4QM?=Kxt)0sm8n zit&TgJh2&FX8giI5FEmrawq zvkQTcbPKzJSXhn@Pl3#-+lJEn_ZKocuxE^KJ*~?Ka}eo)8E4MC__%5X&%DmTj!qCx zl~&hIBL-{6q5uo&e{T>ln>-j3ZB@73)PCy(`H}qD{C6zzpy0&(=p6M^i}Eg*^`qJp z=0Omu`z&FYyBJxgZqxFGL!J({m8JZnljt8DlORp8{bx5ZlwajAHYtOlZ?ReGz>)9T zWXrDPPM8*4h+hjgSjWZrq;VM&s*~tNVC&2fETN${F297De@bHxRK;l$i*?2Z=-@O8 zALPt4j-!!x-bbK$z=GXkj+Fr|AbBdSz!y>2>FuMLc+RBvu6=V`ou|ZSZrJ~mn5BWd?NDhP$7N%iccP24U=jP?LnoSrkHj=X zXM{&^OeEeTfA&=#Dw5=XECA>zlLNQpLp(UE%I8E#b>voF%Fs8;$0xT}2mxLdP`xrx zXJYIpxwGD*WdX)CfSRT~`Fsg<)oJh(CO9l4N7IK9BQ2<5T`PH@t2aUk_W%dMrNL^P zdp?zS9N$;=^rNIh(`Sy&J);lWylKKl$aEFdoW2CJf0`}F>I!6>s$m9Lq?|9fcr>8+ zPu_-m*BL8E=r$M1bHvyePZXZ=KU8jG8?8BbXFPo^57#KwNe)(B_?pxZFgC85b|L4( z9|t_iF(l2vG}(WtVC~10lJ-0G+cOy!mUkdT)*@gfd5W$mcjD)vVp_sG6L)icg3>bs zk5@l!e?ZV@sw4MjFNb-dv$0bNoSH0?y0Ht`yGJF(AN-!`s5{8C}Jr-Bw>S%J{*N_lEWcbceD zCBYqKwU{X|R@OZKd%NL@k1i!16GQY8YnhQve`NN;lMIy=`HY97J2{jeC?XMhRoME4 ztd&aRA9P388Qb6kB}Qi$T?3m{7r@5wlM#=m^n>meOQKGd424RAx5g1CX$OO?tUnvQNz?JU@1B=E0sz$Ido@7=~3&{hz8%F)Kaf5e7# z^+c``&ICMt6QSkE*sz>da1ck!~;Xq6*<1@>@Y)Wj%8u zge9%qpI@%$PMvt){pK$QF_Gk=OVh<2+X|QLKTH5jwn;kg0&srDZ|%oae~;!;QcO>j z5Wi%CC14`K(8CV}`5!@%{Ak%2uAc5k z-Ysp}WMM#99BKsklX9m_D>7kTL(HCYItq!4oRLTuZr0Ko(0JlnEtLMZDq93GbeD0l* zlk4ozG}cXVs1j&G@%r+zzl1(pnMD92e`HJcLXN*@p^fd*Gt}F>03*MJ0EGteCO3id zqq|odpNYk?&p&z?UgFi^OmDCr&MITp(8zMYa-Rnw@1nc?@7UGCf9G|k_;d5Z&yw{{ zDn$>|IZaoKId~?=?((c%BZ%Xo>WcBOW+&19wrG>)Shx{kSYEdc31geYBbA4S7Q;2{p7B+ikd{tqO-;GqIV^oGw5q?W5kApCwrFVX!LyREy5vYntK&)qV(Y@ctwt!y)7)Ym z(eax`y(-mq08|`<()(GnKy>sd-+ibcO6Rk5!xr(d;|Oose@s<0oPstqdcnttP(7NZ z7Y68|Q~%Srq593X$S=dM_eA}G=1q%%)qUg||7c!55CQXrUt`+T0f$jc`v6q*pXpc7SrI_!30H_isye6! z$2I;&nkUo>f4K*Bct_oiS^0D$^S|nj5Gy$b)Q;t&^I7bYe#=reG`_!E-=k6?wSuBO`Svby2GYO@XGwN;2 z{Am})2Zt2owsjkvdm=?Rdnr+7G7!yJQK2_2+%o;ae|e=awFVcSS=%Nmuv<-loKy;* z4_^XKJX7rzCRrrscW-UB(yjH!)-qmZar6$=IfDQ&xc$|%boD$(S21x+WF|ImQs8N) zX_g>rG92smGnpdGy|kM9gAm*apw#gLhW^k~D}Yj+m$NPt3fHo@r!Elro??VDA2+pV zzSQuke-Hcz)CNuj`fs*{ky58KY#BHb#2wVX)K)dTFd zp#WZUIrH*87ne6dm9IGyK6PS!d@&bm;Hh#lf8$sdNgs9>SPNn|p-@e)s2NgF7`E_O z(%VCgB=;byJudp!1NCigimPunH*NFG9-Jl$FiJM3kN;DNaMpRM!t@^@qtz5tbB`=p zp6x$xOa69#ELu3?w`kgd>nVI{C0%_Zc$yFZZpjn5=_R2-)L7VD)KCS$o3W zf7=T9!Qn;^@@D`yvF4^<9|0?7)-Of^5Agn&n~7h@Z>?eoIN`B*OE^)ZR*! zDRlZ{PAF!9PBLflmXsD%gSQRz?ZMeyS+{gfY`}B?9|=w`8;ymF zyteFF+J6(4EJ2@DI~O=t%?Xovwom+HY;Y{{0xe{0LIt>e+rbD6MpLPAR03Khe^Ckx zW+jnk4M7{aIotECPD|b+2sj!objPj@MJk~%IhFpD*BaBmWUlklHSSL_$Ayl!eQKR9 z<#k|@=mN}s9cw^ujnTIx_)$*ZD~0>FIqt?CNT=3sdcYs|0i@wQ(_`{}wSrhfGi*@n5*p>pPYp@KeIm3BlAECk} zA3yG$9-opab1K;R@4wVIe^pn8ic_vfY;IgDXNm?6#-q*COu0xa<8l-;%jmq)>$w8c z?XPHB^Y5v28!3H`0I_4!!Cl+WKNBjLB!`aFTEi}iU3zyyP)jI}J>M-`h=&WETG6{r z;t43*-AzN(_fMG>jDt&H95b2e<`?{@U986UfnElo)-(xf$1B%Rf0ceBRNR#wwHf+1 zY`o$5Ng3Qx_=c)rOdiG>{twNHqb5GeKC(8i;QoDZyREKkH$1{D=sH$M#xGkggd0vn z>iD%IsSTC8s!k)o0oJD zLc5T|g4B!Q!19Q105)?RkF&<)LVcOmtDn{s$0sO?nQSlB*eoy+`c!v}F5&Sgv$PY8$?qk8fi4l=<`f5}_O4{WckS0xVysNX?C zR+21T3k@1P^KSO0+y=HbXb796=>Sgpv91KfY3e9~axxs#7mNfaPkS>ouM#)&dt)H! z@C%Ii%A=SUMhxrit6()^MaeiBY0@B6wFIky+K_bn@6XAf4yjhHCh`Yy#*>Q;I(hHS zcx(xo_ZuPKf45|YjkCf(#i1{-Kek+gkAJr!UlI+b8Lpd##}gyF^;4Ju8o;B4*{D24z65#}Y77o|6cS2U|%v!i?AkaBa+fp(C&2N00F_$yN>wg7$ z{$hJ_oynJxHdYnhOw}ou(~WyB9S3Rz7|S%QCAK0 zJ(AiP8IPq_b@MG21`?j|ciB&*V55!uGU{Z4Gt;vCFlK=)v^LB#ea15`+$EC!Tt%3q zwahjC!Y0gGozr}6$AT9tPADIdrIdXKO1L0;0|JiLz^2LoBJe{72HHz2ahy-t)A>X~{Cg$WUh%3fJgc7)u3Bre!E$Zg{`SF2)YWk3I*P?Pk zdH&PCROtJ}ilBWa&u=1$0x>d zo8#qzGlks#M~sJYk#kcXXzkq2k5R80+#(s+;RK^~0aU8Oj7G*vwj+{P{C+2*!>4PL zf6?V>p+5ytReX4L@vAE?zTzsf1`wg+u>bmEz)&~J$RZ~TN9h~+#Gi{Rjl>S>DfEw! zME_ei>pjkDK|$V}+rL`%!95G_*z)tB6Yz%e|2lOTZ_H_=9s$hNl0e;96l4qz??WMt z=aNb5wB+C=;V3XlZnyc=N_Z{U;$PZV>v#c1!|M zgZupRFD*qqn+4~!H`g{@ehJ(Eda4*CEaI_&EqUHm+PNIAq-{4QM9%M4J7!_8%8dY3h4dd8&2SkfF;L@p$&n* zkE=D*U+QB)$gbceRiCHNFLY&dEOe4#npX{$%8fSHNVKg48u(C~ZbDQ_MVofI6uEL) zb>Rq#7RP1!sgx**phbpaC8CA|f3kwoM&*0ePa7&e&FLGoqE!I2@J4s@`D}qkI@$#8 z?5KG|!lBW{elKjC*m6FgT1Hj?HrdE$c(n?G5qz5QCHU!i0FY&g(j_Me4w+>;gAsP$ z0g;P%B0{MzG%KgDW7&>y+UKc(5(%8HQIoP_@h5POH|!Y5dm09XIRuA4f0-Mqj{nR) zx4|N!LG`I7ddr?DeOI;JAL^3Gkc)q>)4qa;C4NIbpqCKG;=QRg9LqF_@zpEQ`j{=`poh!#XP*vkez}ub z60wCZJGQLbiURvWuum@Ve|-et_qKbw1yS9ZPWDgC#T8Fq9(JFv~qwU4zZR%mtM%~q6y+2%Ye_%eC#23TeHdlAOSLqrc zd7Bf0Tec?*y1p_UU9Cyvf2eL7eowfqh;K)lj0FX}z_^H~Hu>D6CaV2(jL@OJco2g#%bo|~)U>KM&-2CNbPX3?^hIITOEXuWq2`d$2@NoiXg)ivsTJxQEqjR{k|ydvSqP zOI8LN&0l3V8aG%gf_kbfh)-=J>`j(1HDWCyPHM&EU6sZ>>Y-@2l;=lDY*S(+vX4Hp+|d&63|8M@oU{Z z`FwgE$}Y0`A!R8rvox{$Rg?0G)KdWUE*9iXG-OI8V23Id8lgSlDPYO3ED@Zq?`(hv zAh4o!f6@1;f4duWs19ns_nM8?TmV3Q)E1wZ1gE@n0zepI5qQVkJ@tQLJGsul+TCq* zml2^z6M^vGr|g3F5g0m6F&DkI8eTm~`0W*#QVHCAKNcuWYXY?lFBgJ2IM|0X;PlL| zyu0Y~jKuoe#o9BNZ3gDQ#v&wR2D<7RR0Jl8e@%~=m3?&Tl1naQcG*kpPk1N6x#q~U zzt8!Dx)K3g&{2fuN~|dXQ55uWrd|wa?NJ$660T>O4zan9cYKe9;|S+}aFw`S6zDDf`SExK=A<8=^hUr^6lVP+mR=P~(@9Rz!P` ze}b1dWOJ6A#vOhLg0bts)}+Z7k{_pLr~UXsi#;Lfb6CC;Mi&Q%WhI+h1i+-D!HDVw zPrl_;)rwV|R$484CZQ83P3)g>MwgXU?+liNc0Z)Rp>4#f{8{*mtRi`u z$JcqsE$S}+j$$eKaj~fdCD*Z7LUJ2Y<*TRIsAxPQZd;RCE&c`^m50%>uKL;Rf6F+a z>b1Dz!{loh!M!0X7y-^Y^dSGPrtqhGL<>2qR8_y=Vvus$hEsr^=5Nv@NO$bSGXlM2 zsgZYT7TP;CrK^)uK=O}#8h%Clt~Jh!pxfuY0wn;u-E*^w3i@FX=_CQx^-hC3&IE3t z!mcuWuCkMth) zS_I;Q4c*%mCf>@Px)aX_|AO6^0LwsFcA0K_XcTiWj|WU2v>OFFrcN9_@pWz+a%DnG z4#d#zNYAfA@e4$eijl(CmdNM2i6Wh@BLqzXwi!k9o4Pe``06G-aP2j$)T_2jw6ox9 zyR}t~YPMMw5+$LfI3de&f0MXiP+cdP)p_p75`r8F1>JI57N(>m9s*DjpXi&4Tupzl z(xM50H}O|Ga5TNIu!BX*$Xm9tA7L?3a%coS!1azig6Mh?_5g!Xu~O~Rx5u+abxKjY zBOBnFa@p(qI^hA16pXA(JBDst*umiIOB$D^nq1&^6qm#w5>&{0f5(ibkVZX#= zJD2Z|Cb~DU*>Zdo)+)Ow)og5hCX9Qzgbh1K+R;@2P7~r;wxcU>8e}<542&?~jA;B9 z`LL67a}`1bW+7%Me+;{1ZI2_-Dr2KK!XzIfo=&`ToACVrTOJT~&U!IS*qhd*HHU|K z5b_hz$#hWLDib*65bY5uqP{2N7uaKu3GreWFsIGN7Zq2UN$@&C5w%87+MekpO1=%x zZq6Ce@khKVh*RrlPOGCfG5zgzgC`=3kWr|RvbG5QlKl2If6Km6vw4^$H)N6p3NRSx zw_(=a0(QxB!LxP&2mG9bf3PfF%JjgXz`OjXZ#bFI)HcZwoq!Ox5&Q8Ung1L7`M{M? z<%iaewrt}})WtOKt-rQCQ|nHC%&m09GXMvJzy4&oFx7*tkWfG>;|Fqx>Ru+;cvbo4u|8$h>c_+EgvU-vy4E5)!z zAo%2JlEN&tg8g^lC%^isC=1*yRE?h9Zu(4y3Ly3@e*|u*pUe`5y~Mvmw(XW^KQ9CZ zX6A?wh)FF^8YQu4gWpRp6qP!}Cy7wi7IyVZoHYCO`O|d{&L$k#1RtT7UQp^n#PuRP zboWKh_p_Q%Xf-A#2A3_y{{z}u2qr)3ccAEXS|OLIxkzD&mm+R1rZwDEGJd|8{wy`H~+}9cIK`PPe zq9#|w_ITf6WdzsjiytQ}PNMD-ySo<#cUzh2WnfwvNY;zLVi2UOR6gRUhKvDH;n>VJ zA+J^X=!cH{D*wo1$h~4Va-kAEO?d8NK4lave|?l6J$qH&voIs(LsF5|2Y+F-jZ=tC4=o?_G( zG(mihVw_-GorW{Y3Wq`_SAdoRJw^gomw9I6yTcbOMl?*=(sS)W%UZ5nDI)p_8p*B! ze>e2ROiiI=0Tz{vZY^f4l=x(g_T18;LY>6X5a7y&2T;M@4>TGhUb#-tDLb@l?K{*) zD}spl5NIUtK{*i{CLg`b{hUCdlsIqk&tl%v9KzaLjKDq8=6o$Lc_x9=5;Wk0el~v@ z!}!uGWdRl5*Eujf2%$vYR@p+k(BSp&e=ixuwOtaMK1)Jl<{9?C9GcyVU!zU>3HRme z0xvh+Qyv(J4O!Zmr}L1^q+U5Nf}wGq?|Z8&;9+xKYRF!$@*bj?aBGt|!aM>z;O}w- zenb_fox=$r!apOP1cPr@ln}wGe*8)O&q00HV->%M=HFDjKchxJIYu>1^3gk;e|aBY z4q-PpdTL{Uc{cxr5Y3^w@>F{Ic}Q!h^-?bpAoc|I%N#AM0zK^_pp1E!b3Wa>D=fsE zaE@Gvh)j!H52g!^j;k_M>nbge`4*Uz+|iF{wO|ttok#P>*2+e*`cM=&()EmlW(J5? zBc;xiDf3$svATP`XpZ<^UBoYif6Z(bD(F5te$#38?xch?h=}XLq3iiqpik-{5S7t~ zCva36!Xo~8Qwiup&@zmKgc8AzV0n``hS-In{d*s4TN3abFyt0|lIVD%K(B6F6EK7} ziFaB$T}Ho6ysk|SxWb;y$B7Vc+9?Me3e;Yd39X`8* zPzJH+L=KAInPL1-lBT_bW9o{I`7}rZr4`$}B?q>^H0bZ(JcPH}+T%lymiNJlT%c`$ zF~K(v#K3|(52p^diLUX8Z)MZ)v>oXX+Cf@aRB(paDkH$#jxD`>EN)f&MQxti{azEk z*w3IRo9p8Oi*K@6Le*K7e}kZ2$SMVrxCI9}a3h4@|Bw84WT6?-82t9N(MUEDhV|5N5SUJ2`4N7g!eN~@X+Uw6m@EC0lI-A zIdL@u%Gh}X98HWP4;Lr^N|Ao>0nOH-B&mF}Gdevt;PV&whJ+Fle;Cw<$OSEUOa?O8 zj2k{xkxP&G$K{PZA0`y7=21~47>!yoVu}c2{9uT44V*rSl)<~Z8s=85BKX+9jHmi_ z^+E_oKO7s|PW#W!?En1cxfGw!e}=R?lnzsJ1}g`1eCKOn{?{GqVJH6+3px#2o|sCF#o9O3%FF2*W2MkW%*Xvy%{t(bwDwSK3;+1SgagSHR%*r=# zQ04KPB4gUEP7gfS)>coOz|Bz|V67Z^f}o`4DANwj%}JA7Es|tnfoGSZWc?>QE`_d* zoJg@7cCN!@f49m@D27H%Pa(TC4$J%FEe*)?G_>5{oJaz%F+N!3bn+hcdH_=)xi6C; z=7CFa%~VSvK&0}CDY z=?<{eBNTvbffvN7MVzx4=-^XP?^dY238gow(Z*8duD*vFr(FeP4@s*!$uYztSZp1Xg0?AWhckEsc;=kqc~r?QGlf25ctL^~H& zkj+(Wf5_CWIR#e59Fs2sht2WwFXv`&W@PDBosdB-12`tp5hYERUx7>v2yN&l>b%Kp zQ2i%;0okegk@8bOgZQzjJq&&pJ=6+`tHHx7{7(7(Yf1*h16y-gaCYdhHD97+elk-QdSBWH+ zD0RVVr*jXWGHG;xdeEmG$ioAn0PqmnP<$l_MGfm^f-j(rBUBaeIKh$zNF1o0Zi>;oEqx^m zf7v)BGDn--vfP0984pMp{^{D&UEq4ua8su^BmO2nsqJw=c^6nsE-&=+T)h~diOgR8B7{?(rVkl0;QWmkENq=j>eq!{`SGJ0N_j3&Oz8=5J zpe>rio znfZ=?!2zs=0IzT+lxk{nVPo9zDcp6NMtj@x{&u`-6(~6KWmwx7?k#{VDdgQ4lLzH# zy35Bu7v`io$A5w9tLZCSKhaOMNR!Ax|PdvGHk#K2o4v9Gx zOu{577#zt;@DJnvRb&@g%>V8zf6C*F4{5u08mm}(!DV&wiw9P)wK0LfDDO^)S_0l1gXe^O2i_NK)W zlh#=s{xmjy-6+|D`>ZeGo`?a{nT=8B;eSo&_hcM$w|%Y!a5~rG^eAmkh+pR-Vj*O) zC3QrPW{u|@awUybXKTYe1DkB(U=CmzrvTuOV$aW`t1u=mos%QzK1v=+PyFVIeDjSy z4<5yLf+c6>Q0S-k990F6e{thSUwv~g46wmENgsJcHjfxfK~{&PM~HvCsj#{9H?%8U zUl|)ls_Gu3{`aXaiZ2YxyWm5pGFpV#J%eXDn4fjIT{Vsg_%P0eEI7ewa~lMTTT%Y` z=qy2yECYO>K=rbrf{bFP+hDf?ypcqT2*3)`Gps70uc+u+SU|uMf8OJNmg;xPezYKb z)OE@lZYK#A{hkh_7YZSUCA!+RX*~BnYJz~uMJXR*lRhwH;JyqiX4wAZC)}2MWBY&R zBQA8#gQ`=WjhM7eC?>k*k~C=Ih3>^8 zV|^8V^v6^Qo4(`~e?pivJ3TKhzKpMJ*>sZiO*fI_5pU|5gYOgc2)BV`b%p)ctaUKk>okj++9&|K{^N+FcFZ?epG@CTZb} znswTYR(10z@h<-8SSJ9CqX_m)LZGO31D;n8hyOXpeD_Dn{&^n()1cIvgaXB_Y%iXg zZ_gG#@(36Se*-Gj-TP!qUg%l+-r0zLkbj-PotFgs$)Q1gnf63SAMD&k3fL=1(ggNT z+LOpttUtIL3PvLKdk&-uWkz%sO9gM;QB#pK-Y|8I0;4WWX>(Ip@-ipvV5d>$hM(4k ztU-5dHxnrvh;j@_o;v0XUe}?1aJC9QsGf7r#tWpJe}mP91?*<65Vg(uiv(c@qf1BC zP-bBbD2ZF+d+*T;xgQ_yi^%GIh>;g-*2up}X5?(IvVa;b>1x9my0k?08LL|+8Q)I# zOH1Phx+5o=` z9gKfce|EI~* zaB#y3+%Tt=u%P?8ElQtxJPxq;A`g<`lS{`Xel&}Y6uqj?@I;F)1ylT+FB38B);TfmZj)8>Dga%bcm%seuyIaVHT!;C1&n!TDL)9XK$+@_S=SUWKMn$b;cjNogzA0m9&;kk8Cy>SI)- zfy{^9kKBD#RX?D8_8w-(f!r_mjYIMLe>xgwsV42fKD`H5aZKc~%%R$xCVLE!&qep!6)3Z`H8vz<&(jV$u7vzEm^({1(uE4l@8^;-~Y9xf4{8Y z1ea;%8*XuMi|_Z?fy3=Q`zBIXJG2er1pV=GjQohaSTtTE1gMRu>0#1ofNqz8^;-2> zgq2x&4Jv9gla?(Y(z9%p46RX9EnR-u1%;lti3W23dc0QG7S@UTWM#u5eSW|tT4G=r ze3X?%K5;76{9Iv#qh%I=2=9_Se@1|_6FB?X2ZJqdY$lf3N4XCgYQ;uU`%BjM^Azqx)q1ks2~~angI}Bw3IM+vn_r zW{`5@10(#;Hr8J**7I1noV&s?fejKa46r>UO3}Jy*+;3^>~3}n^5oKax69KPrGj=Sh4r-Zne~}K$Y~?6$W8hfO7f1x%ay`~WmhsEe-n_Od8IEyC_^>u zbCKvh$B(`P!>I5d`{=>x4gt}8Djqw+O;5xiT4T&EKhD~xk6KBvhW>P-z9SBbIf(d{ z4j*XTrKwn>w>~WNS@h+*e-{I%6A?K%m0u%TZ6}$RDkzJur_mfcDQ4 zT>t1}_6S2rf!InoX~nm@muIGD4vjXiO9nupr)X!OngFKP#|Snnbj-=fU3P1CT{DV# z3pRAv#S%3sjeo)><^mF^Zb1#62)p5tznOVQjHThZEe@q9X<>gBeb4!YOt&pc_ zj17kp`x=ICOMg1KC3ad&D^3C#yHmv2fH69GrP36fR&&M*-bW8GLrhDmg-%V;AZ--e zus(MQJ%LjCuW1f^a^fXXHE2Cvto0vJ76JTlUtnU%AYZ;q}3@kxzfVW)(G21F{sGQna^s#5_>Ki(km1-oOmEq3i^EozG>UCEr#}~dDic+%Y6wl z-3c%WUkgQ#5-|re^7<50^F!K;u5T!eE!u3A}G=M zqK`ANNdW*CKz^3~X0NXxEyZVYqkNS4XB|9T^*(yRFO4=pM!vze^1g!y{RV)Q3Jh36pG5caridm%@sk+ zqy^YZy!n&zC}`8*E1(mu`weRWE(uE&JchA2S^@-Pk;;1 z*R>Ujw`9}|>s4hF44!vgFTDO)OUA#B-O(4!p_WH@VdjTmv-`7w4ETcLacl}R3W$Pf zf5IS}e8V&VhHiO{eJlZXX77p~bL!V(ygtTjv?vKZ0vh9^cLPKP%dS0(1lI51Z(I#r zW?3Vmq}ZPBCE-4p{T+`t6`>>+jUsO|+PPbkiTgz*x?xQ->E!+|p%*pQeEvkrg6GpG zq*|>bqR-R-SoRfm9^X$D>EhMhuT1_m=A4qyP<{Aj?B0e~yF|a1wwftf{MZ9B`YV)I zkzr(5M+8s2d7HOyA7x^6FpFc7f8qiNvVdA?tdbn3nj*vt*@lbmnV9ps+A3NhH4$v( zc-yB@>;ppOph*`_CS*^ATYreWyAbsgx8j*X?2M}@jo%5xVBJf})JFvy=p?|zZJWd) zLsI*E#<(z1dDl+YL1w|twxWCrvdStm_HZz^AAdMOU-lxo&J1S$>Zxz4e_GQkz(ctF zf2s-*>$-H6+=0g}y~N{pXE?Q;(_K}g+Cq=zMB1rgj@lXpa7CCOiQ189B17*+XC}~m?#3fdQ`Xl!skr29xEe-enl6NPKgV4H+-Do_#25ZZcogn@dy%)NH1d+jm5z|4c^mzD;K z6rPf-k);(QrKO6XEdU6qtn2cI4{2k-){EZL9)Y7Y$GxgSS*ajh=So2o>Uv`zt`wml zjEO&=e!jV}dkIvHBql7~qyf9Th7t$K^1f6Jp1R?_Dm z(qf6$Oazr=5sPZTW`G81i$7ib(z1<~qo}ja#D_W}CAWaF(I^ccVec~{@-CVWBhCC4 zXig=0Dy$v>V|wNyacBgkJfg4#ddpS7=;+HJ2I~fO$)yi;c4PoXK)Judo%ClA6y~^M zKdbfzZM}KhFf>n6WP z3qOLk_=Vc=;vOO4;BuJy-zw|lCbgh^RAvnG(`s{vD{#psRpYb_MlH`pp<5=FtPi*E zx34ASFbKDkNvQlN2bT3Bh&}>p4{{3 zsH;sjoqCjWrGFs|Ka|&CU+Kz*{raPty>|L4Cnhg^?UFqfsdn^mz+Z3@Dp))6AswyC zwOmf6&Wl;&V^^9 z9=lO&HUW2f6_Tt|&c<{@D+`bwKNL6}Y+p@oiUPEt`+wFq>At8@FR%D{5B^c*zR1*T z2|U$>1JXGd|}x1v{{Fxt^p@c+vZn#w;rHuYe6Dj;d0-+~OzGk$*!OR75rs6Yi+ z;f+;vMH0%g)td`gEAvgkN((q7btQ7(I@D)w?ZYKnrS=7~$r*mP!LCKpBl%9Ze@(gy z@F0)VI)9WI{bJ_eKC>O88ADUwY3h!AqQ%_%j`fO@8X25Rf;o{m=f0pAZ+#-P%u$6@OXmE`;@* zo_=da?#GdEe8V<}+4Q2wR(H(RVo+kY3onFm9*Ce<#Y8U}KP#zn%%!7KV)Wu|nLwu8 zX8@u5x7d~1Ctp2z!v7K-F{S{Y#W)B{SyR9Fi8EjZz=Ert$4Z7L0VHWTeyGwx6@Nqk z(SYWeT=zSSjIknqSu3Wju7TgvO7k;$*Ih})zxhaVm^VYQuE50_ zMIdvBESGg;#eZaNLNY*AaA@bj z=57G&l_WLXecJH_E?4~!t|ygYon2g=J;xU9@t8e*TQ(fHcEt?oxzq{{RyIoqZ&9Fl3tPLLy1(F z--`pl;{RxTivNek#M6Er){c+*Og|#G__sma;HReW+}m}c>~60zMeIn9=C=rM!`&sP zRig%&ss6p#?hK7F^=s}n+c%M#RHDLzM{Mb)>l>cpl>E=~;90p?|JILVO_ zyWR;p+Z|P@%YXm#x8S@U_lUD#2U_MYavy1bzurfoCAT>8n@Vf3nu9)BT4!q-1mDKA$};n-S!spyD_ zP2+TJEPU^Z*IEe;5E>13Oc2Uweo>%q!A#PDa#kuC&G;T=3X_TI-vj)5wiAUd+S7Nn z^3i2~33?rg%V}brzJURzdDfnBt2KuJdI<+E-)@T8)+w|7OX!>0rvNduh2l*R)qzSi zCE<>MZGQnjQ&Uf3y;&pMvi=@_YT16+qyE}}I`+Rb^sXzR0EZZ;DhdIy_;$}t)C9mw zJQy^(O;=1;?P%~Tu9(~0G@}*9N3ir;vZ6$$Ms;NANCqAQlMSN@t3xHDo4rpZYM~3n zrm9Nqn8dNrfm$vd`6A^hq;>dej2Z+}^=HyFZ-4R{sGLhR&tmXiEg_ZB_$s3{heOxyEwegt!8dWQ{1W z{(qsvE}`Zv6o^}Lx5!;JG1aCTIqYKAtiH*8q$34bHh0WZ9K^Z%M0~Q7$VaH8hor#* zSl5sJ>I5aaQi0Rg=^8}ACk@yDt&59w5j7=PK5bfQAe?{!g-h+NZ?wYzCXuU|0WKQR zV7d{Mf}7V7QCogFQJ!1-;KBzg_^$a_ znwvOBM}oeSZUzR%W=2WmMAjkR1IWM^6wA+dwct~r*%X_`f9dFL$qi5edSd91fPA0I zMWTbtujS%=9RN;|L-iQ=g+tIG9%gt*-^&uTkR~ztNPkpu5cyoB z90oqeh#Wb2HXzzkdG_EK!AQZgmHwH^k(VXWuQ`(^66uN!#2*&$B$(y537YC z1`K4}qkmM~SS~auFU@49DPc#XelXlIr4FYlw%PJyBe#*7{{ z)R>8mf62x(=3@n?9}MdLIO=yC!7gqGes8N+00+N{SZ6fQsx>3jq1e33x;j1G75oV-1~Kz%D{(NYy^VqRi66*KYvPoJ^BMS2H(ifVTupxqof_# z13MED~7$R>MAW=?aA;CL<{& zzKi&-3NE&)hCNp@-s(z{vT3M?+{fD7DXxzMwN^k*Lkl!k+>jKbo7SA~N z2cQv3Z!`j>h?nzQ15Bzi>zMiDDUt7*SrcRDXX;Ne*uonpFwSGtxB|2xrnZmTOMmpS zY&taBbq|_MxKwp}B6oHpfj1pgTGc4uzP$DGvPyZjFOqP;!~%iumNYepUNlTFHHM%t z>>7|UeS6(JK31WBu$#plBzy##vqV@r_b^8gr{SCQ>~?>UB0DrJRGy~;kaUF5O>`k!Yr2a6ZT(<|O(x}L#I*{75cthL? z>imC6^&(x5o=PR@%C3|I3QH8v*lpltf*yj0qaeO$sSIV|7Dn_Biz`A%mqTw!J|h*g zrqU1RnfFmp7f3*n8$#7O z;13XlPW4i!vGvd(g`<^Brl8PtVC>e?L2BAW{&?8j*5g@Ihaz0U%?fZ9eFZ^y9I0F% zE6NsF-r{Gs@K94|+!7EYdlJ&NvBseK~ApiCSY6npEE@$H|Rhk z&ZMLx)0;p6?*J$N8h?kO(_$B&dFyhqz+{H~`oq{F6x=B7EDW%oB;z{@gT1^9{3>;? zCw)fT-A%l7o2t-)XAcrC87&5W9TVhamvHeMiVM+PlB696i{Bmz8B*7=MUW5pv?1ws;n0=A`X9 zAUM%>j)PjQL?0~tg-CnR`@cuR9?19HvuV6|&%LT!)Lo_Uh&Q3*^#ox-)`bDFf9?Dr z)4M#P578N46V#x#?~_XKvp}j;!587>nnZS@i6Ot>6lIf9V~VNsrkPg;c38YHAJrrY zwIhOY7@586V}Iy}ik27G!ZP+YM*i5+Vh^?~TRc#OH4P$*goE8!GyRZ;=iDs%rpzjh+J8K^EXKQcM&C2~TXR9x7MTPa zzk=DUlBoCrUoxgI>IcdtAf`X2lDhf8b~#{xWjt)faJ#*Znym=|d7!jjnck=m^TMT% zz&%$8sA^$8$^^|yw(-9ngp@TSej;+a6unjNq|B%eP>iFL3E4d2gTA&E7a(+NBwzy* zB~i9=<$p)SM1;1N5Up#q(twNC42Int<$-alpq8~n8Jphwf6J@XPr?8F7h1r9Uh?%H zzf7n0c#piask?$13yYt)pRc(@6n<;t##jk4 z#48HID3^Qsd*$_H_QbFBl}z3E|1k3O4ac4b?|-+B6}NqV>D`u^7UyO7ss|u8B=`@^ zr+!(?9~x^Z*H_T%?rA~N(v}uD9{szSk}q+;+33^D+}!M6mMj|R0FIu1u*Z^Hl|AHkaSc<^#+w`XJdqR8+_Dvg7y|6$LDRG)C^E7Q8>rDM$6`tk zCBtC^&d}I!xbG4l4tVPK$PfX?TW{`X5$>35^&j)c^}+wv%X!CHr5+u!u`x2$eu{m? zu98FJ=S{GM7Zr|wevkS)U$sU<(i0=G<$n`0KW{I!P}=vk?|?z=Q_N_(H3%#eaasy` zG8S_pO1@ivvz%gbI5(eEdXWbw7w5o*E!^PS*DS8E773;UKQAZ6!G`jexOv~)oqgLp zc{@=hps)&j&*3gCg?zOq^zh9G+#ero#ot__!(oxm8#q`by zUJNR7gfZQGkhX^X!*4=p}l5~uxPs(-2pVjQaV`?FJz>%Xa_kmv$aH<&N_w!Oqed78D8sET$E zI3OI9-66|6kvVsD5TX{w7{}=xVAW>B_)_$nHONR060_q}_d-J?c^M$q&_terP9}gD zep-2!mU%z3)^YF^ti%9bZ5{D`$r}{LZ=hTeEtc7aAbsxL$Cw8Q5r2%O7CVna=$gI? zW0xBAUydwsrW>{{0Dtz-@-%SqVVtK%2^*};dJ|tYk3ZnKgcKqY2s!hg&Pi@+94FV+ zFfNq-03Yn?Ni+E%X|5b_=ohkOO`$9UqPB5IQ>J^~b4d}fB5k{T9_dU~<`$YQ$os!0 zR3|n4D%{_F#V+JMgnwq+w+;v&z__xMnARokat0|`m z{lXPC)2-Pj@V$&CFZi!RA&0U%A_+19#jaq4S15O_MvI+1hAydl`XSF&bV>gB;IuouJ3V&@s{KhA6all%+?!pDu zZ=kNXbtnuSsRD`I$tetz#%LyOge@RC*3?=n999D8{wmMW;_+$k7)1g@HxBPvzEqqk zi{Tp=-ZbQh0?qRm(n2c++4qA%lr=@Ve$&Kp6bh3Hzrf0ya&=g@a4{bPR+Yqy}>gkiUgMbk_ayZO~ooe?GlZ;5_rcR4~M)o)O5 zSI(5XO`@jrC^;q)f&TSK-eg*Q%k6C0C^-pIye=aP&wn0ghdW0MRM(x9B@(=83V!5m!(Ai>MaR5r^b%F&I@4xUVIRPdA|8+M)Jl zKMY1|8`U21#fab@%X4sxu^)JD?O?cf{%KJa`!F8+VKO}18UA>vT#yqDPNY+pxg(if zaQ+l4V1JKV;^UiJe%zqTKqKHfR|=kqJh}FxSa?w@wRcNzJS-o9%z-oLo1>5@ef7rMz~ZIe%!Me(<h=qx{WDv3*@=0FxY3S+KLUc^(>IcW&BJRjeJii*t^2z$5 z0I#Ja&D;OG2AA?~HBULyj5M$R0FGxXB!X__Kxa5N10*Wc?PI;Fv-(R7%sp9DEq^Wi zfZR^k2%03#uo0|~85exqZv?45dm)#lLW3R7vUT&xPJJMyx&y6T{`>;`g&b9r;yoy_ zMiap_OvoLB)oM!e!dH#n@zGPLsi1%|+!?s%;eR_&3;R(-)TqhV&e}vkN+5Hk9P%;E zGB&qSCkbV5t8o;x>2U3Z$PURe^M79dmq0+FH(+e&b7T2)OU4T}J!7DwWlDdTxuD#d z!{7Bpj%9m0qq@ul^$+DSCsPOZqRp(FXX;|}(M+E8wn-(gW|E6Ml!BKa7nTDcA+-(H z5>`AI!8|-`@f6g-m`IK12dqacOTe8ptsz0{L+5gK!b}gl0vuw13(4l}&}~$&Lu~6V)S^CX{5Rq=>Q`4VoD0vDY^ZQw=OGs-6BUn-FbR&E%x^D3{*@3lz_GjkJu^V8+{yu{d54n^y0qbEtOs(p+M_>jP^ z%P(2oqtS6v&Wej~cZk=VYBjOzRV@F=a{)UYYtNsFfQkKKY{W!dl4Axt!~LzD2nm=T zQyG-6a{aNbph33znt!y8aY!f!hW)41q*Gv-9!rS34mF+vy0>B1ezIEIk5brdvoBMjlkXNfz1DqVyoq zmP)$9!jv!M2%v{r+j<<=2pjwjPjW|CxNSDRf33j0MbP`Y93Zis^SC9}F*;HS`Hbcs z_M<#>D!=&9M1KZQW^KboL`MnN;=Hfm%QfQoBx5m{0B+P2p{1$>sb14E)Q#e1g+F>O zf+Qr(bM5${r&vvYF2NR&KNo)~K|Uq%5o&$h9c}Z+Z)A%WWu-f#vcRP05N6$u{3bX+ zAaY3WsQ|Ucv%(ZfC-J0++YLgjro&NQEn>^2K-np?aerO>n8i7*Xr@~9@G3}#p9U>@ zg09uvKp-Ko?u4`w(GY-*ch{)n|F=+Pbh)oT*Z^VWYvyLA>>w_1YH}Hg?;@G`;|$H7 z|E}kNX=2{0VmXgo9vr%RiWsDPl)NDV*vBhVric`*(EW6v4d#<7>K1Mr>TpuS%?(#q zH~yF)o`2^sX&YE4ELC?;DFDic)PrSz3~Q9XpbQJI@fcKc%SulNDDVHXIH$xn93~&ytW%+*Lxxq?Ns@dAYEjuWZ(3Q3>N~*#hhPNk(30=!JJ?!OpGy#;xjvf?iy|DF7gA8FI6(&2zs4X((qy@rUA5M}DY{^?6 zJ%s{LB;eTFS(Gh9It!9U$Blg9!wv>9>r(|W1Q&wp1&U!hT@GhqxY+rxuo8oiVSn3b ziGd*7oENlpp*R?Xg9Lw44HC_U`vu2L!RG;0pRBzIRj=WW_B~KU{}BAYGgS3>tdq}c zMcn5hqGB3ePiI}G35TE*K!+yZKxegZ-$Y(?9;2Vb-2R8fc>*A0mOn8oTv3%>T57z% zrVpbSECGuTJ)YT@t+J<)>ede4e1BWKrJPc1qLjMQ%lD!h*Z_iYh1(9zNm>7PVlN9Q zNd~$#AO-PIu}Q*5I~c7r<6ZwWeW2Z~isNYI{SdSVNoTw<0O#V0|MVE=1N00E&kfJr zHiD|s86ATLi*C>h40sVemn5eC7dW^O)uBAcd0t;F1G5vZ$dlnP`8M+{0DrjA83t1C zT<|X~cQeZpa)_)ruL$eUNxY%UI zVt#=LY4Dwlsp>cvl!wg2C62E%7loiiQl|r_V$wX58z7QnJ{t5=DMU$(ZCL zibEnyl-i!T4)!_kc(s!txT*Ew?0O079~_+ihr<`2Mc@i9iJwg>y>GRhUMsHgUBCPPP3j~;dn-f=ob^NMa;_OecDiw4Wp0-Z2 zg$~ND8^rQ*_;+qz^0;4X%>!sH4XadQMFFy>z)E&VD|sB(e71K>Kt!F|T(dYk&LmEhy)_T$2YU+Vg$t zQ+uW?dcnpuxNZ*^dbFdmsUAnTE99yDF%Q_O263N5zn#pDiQ5!fnKY|Mk}1r^vtcn-@>LBq%YK8etj=oiyfXfEw;vV!?R54jbpD3$|5j7U?k+PyrGIT!#zD zfNYKk6@wRTDSwt^>=tY7*qDHe8&X7iq6-zFtT=sqj<$lvW#UHYq`2M{#1#;Srw^`l zw0a|8iCA~0zB)5+qEr-#qCb{khuG0FDhKr_RcPpw@72*Y-)U?U??f}K*nc7~b*2fjN(mHK^GFzD0*KeY z^QG)&En`QDleh@#0^{dNe*h}=_OmA5mQ$kT?aC{Hv`uuiJr3QYn$2mTXF4nh3Z@7G zaTuhqOt&8U{1DN0^i5VVbP$b;p}%0`+%R6AI_aDrjldnPR5)u#|p@;enY`U@4B`6`W-yz}YuZc7~JAG9;)vzkf zFL?g}8!!MVF=q`HWt3ncp@^Erde59s?slPw7=KUbx6*{rBpakw>`uczNg#p1^>oT6Z7|-hlJQeFEf<`N2M>fKxyRmMEKvCi!!=N1(^_2aC}nPpm|e?Oz$TdUL(i3i0Pzk|9+`y{0p zyO=bvL3rVOhXAkx2p3)S00)$9P=CD(Fg@&new~{136)El_V_78iusLOZp*%W?^%lS zB2`d(ncv5>MRX3-2XEe4%seQ8nJQ7MhyfpLFkgm~dY!&sXpRa0=r%5p2b_+w_Qh3l z<`&V07a5J+!1F8Pat%DeB~_S+nnG-7I8)qgHPIV*I`*Jy~;cf_CGFe8R) zvy}v*@BqRa5mW`(nB)fNc`Q{+oRW#8V^~5i++Ze%ZX5b{=cg=TrKbC;o@uLcPZ%R< z?;;VYcOS-*A2e}7Om>)|Qt@|Ae$%LE>WZcHu<(<1GwSZ~nB(*MXZRvo)6 z&{cTmI&E!C72G9f)1WRXSE}x9kZ0@0ThT!c_?frG*3i7PX0~V`%ULaf(^EVwRc{QS zVI`dp*nc?WT5iH{n=+r$e`#boOV0`HmV^&5&xA6T%EeYDT{*tW6MswD_5UFQy=7DFYk|(7IqLAZH0rh}xAtX;_7N zQrt4EkAESpNKeHN$A}Oaw(!4M<}2=xDnLNmxvNl91o5=V!vVU-eeeQ&bs@JQFCSmM zqx{G=?NOJVK4kv~fPeC}N7T5w#m6)|Y5T(c6TI)W{__ALmTzhED3LFZu49Nb*wuV> zWp|)`j4xYwUN$Oqch#OsUe`6p7rqalvZq81LjX=GP*{oWju1OA*diwK zav52)6Dy4FFn@ZPN~Nf#cNb3f%YT5o1KblIs(|;spV$WlEcAxV1&ky38U`p3JNsmH zh~NQ+Qx6EZVHnRjpnWu?HbJ{96UQF-+ibhp9wg}ige{(~H2DD6lWK-Afh%mjYUDF|NnFZ6e=I9;P;Cv@EQ0Uhcy-XWl1%D1>sq|l3)ga{7k@U^5B1p@D>5gt?3J=g0Q=Xww%6-72c1~C{3P&Q>++VO~Xw(?6y?CF% zQxbqZ?;7fR0#WY%79#|wD{O>P$hYWE9`a$aaDNQ;Ryo`#`MRgO_dQhKgk89s>K(zp ztKC2{?{fuL>pO*%AQ-5cE&_!UNyIP(Gp!g$8zP~RK9M0cj(lUpS3&ICVp8u;v7l#s z?D!z617BQBAnw8oIRFn^B2?g-`N;4I^B2m9%VV;>CInYu3_-gXe3%xZ zb${6!0v+LDSaQU2lTUldOw3vuxw-V%iOq^K zI2=+v27Vl^I)&Yje;h7|^kIR9$;T5PWPcvh-<$}D?h!b5f}4!?mmQ(~Aw9+sFuu?N zo^_IAoIs)}Ng`C9Rw|0Ijeh?nyHR8(i%_W`9qHStdEnMyK$`(SV<1K8>5#4IpqA}l z>G#D$)7ftkKJ3?I%=}k9sKzs~yc`YgW5;jv&7EI|MPJtyUTshn$;Q8_7c~$s!+%11 zltNWMTJ0S*kb(D0%~#maUf#O;7Y$~fp4!fU?-z5q`0uJdXN4xb_6jqdh`kiwV3@HB zFhbe&X;^|9>vQx1nQy!p7=F3dJMIY44W8}>5syl3BF6zXbl-XIGRK{BT^xj&eY z@~fA24s;254sb%}BqwOFk5|=gmVdLqJ!@sO<@-D5{&)$i;jbjZoRol;!6k)z^hA>MF3g!v@6oc?|(3^OK`IY zftM}0Q?!vftH;6c3`(ObY+3>gERX277fOp!%^|}|^WKt(LZp&vkGx5ULp=K$=`9Ap zf^v1rBf(lRrGYen4z<<}Mw{aq08j*%LzSW?YCjFWJcHF`KXVKX7y3{cR@Ua7!D^J{ zSsM!6ftz@dvO^zsZQ)B>5PwZ3E3%BGMJ+l*4zEI`=6_D!(KF<={fixmI5fN=AD}#^lxlB z{ky0qxRJ?VhMuWGsF<$w&gU%Seme3dd!$JDrVNx`jcdp&@f8NB_{k7Rih&OSlDJ=FLtv8EuM(@rW8#bnzA6DPRv>7zzI4% zP*cr&ueJ6bFDU*pJb&GuPS=-7*ckEfjinzEXRh%tVEN=)tA2aIL<5QeMPYQYQ`H~; z+lghh3r^4snX(eH_x(JDdR3OALId?4G7;J;)cU|dC=xNoihX#G@AH(+tGa1r-)&~w zv;gaB_Yt`AHeDw-CE1rgivQsIWZ_~NbCVeCz0~G{Z4A>g$A2fQGGL15qSf^mSTD## z+4TwW)UT`kWzZ)2fJhba^=);Q@ugU#Hkk$+n&`K}59X9W<$YM+a?@FA+R_cIj_CP| z7E(RneWE%kFU`+=(}WUakxaGM4q)-ZJFlLGSyJ_~YX{JdSQMBU7JvJ9n+-1{jX^;pyoqpEGfo@z z;ESu6;|zg(GXK1Z48Q}5H7YmUSQ7uBQ69R7fN^iaX{Fagr%8rEJgq_rUI|`(gx)NsN?;E<63f4w;LC(l zAO;df^y#aqs@ZhD81QR`ZTa2=3fd9XfWnNenjDN%$fQ{$yBn_iCx61%oa;({npt1R zm4Dw8swaR-;4#%mTqc;+k{d1P)Lmn~zPLw+i8}{s0Z$VvkNdb=I!I5beRs;-Qjfw_ znReF7TnZ+72SDLQM%;}iIE6*lh%hu1ZZW9*LC!vvdyExuppGmn}IidX6` zBA=PTY0OQ3jbCDsK~2to*-|CaMSET3^M4kwC^45n{8q?x**G5Rm2TuPQd8Z2-AIDN z7fdUyS)Q+M7-2dCQwqxJ_(h@ZUz+AER1X@co8f}4uH}}|d?|QGDHdsWP7y~zSg=nK zkwTiv&s#Qi#VWzAfy=nINN<{345veY)_b2}xdy*%l)J#k^Q)(%n@B9E?G|JdUVl`q z`xY-t2q9t{=xE04u|9QV&BQUz1r{`5F;XL4k?7NO`WcJABOtxs&0bU{$p@JAPD@jf z$gGfTPrHy{5{m44VGqUVlNJgiRUjA?t>s3$B%KpT#eJv>!Q-Q>@eEX=@%W`Fk@88HF41$>U-x~nt#c$XwwwcYjX{5g<7bOrR*#X@xD5EH$|5~tO&J& zbq1l3+er^i#!Q*kn9;d61mSC`bXH|P-Ai#q6W@$&CIBZ)4pXVDaT@pnt8MI>6Z< zK9#NcyDy4&3b+;-#W)`&XMx%17lgxP);86o0a=H zuOZL1vI8Pt+|V*1W_{rw5>$JPlmgR&^Cvh{=_MZ@xyN5{~Y`YyZ0VFsgDXxiO76qJg)R~ux z*;Dvy8J4S0XJc8H_nvwE2{OQjskshSF*=s|^e1uYG`A5(JN>odM1MclHJSmJ3=Eon zK6ph2k401S$qLSm1tU$L78 z#g2mgJ_>QySPfv_#eb61G#vBCQXDCs(li0%N)@etz~Eu%hgRQB;-MW$QmFLOh@Wwd zFNF|W>{AYaTiF2kz2S!0S5TCPV?VRBM=XgLL^Yki^{op+;>tpt9>9M3R3=&s|a745p~6b zWLGxgS(Z0$nDKCJvcJO`J^iG>R0_AW)}VhS?CgfY4@gtf2Nn{1^;0OWa!4yGGTQyo zzI1rNy9e_Tv$*0d?dI!%9uN70-$wL>_rKY?wKnD9jOJeNr-b_t2W19Hph#_6TrgJS z+ly@V-^md)?SIq>MH(%Np^#AYy2*;iCJfD-r z0N!`D$C*D6YfyrT(6u;lP~qbkjYF`ckbD3nuLg9`9hs@D+jqA~N&Lywp|CC9wsmrY z2Kc-BF}H|)2T@z41mw%pvkXi2w8Ih2OReBxi>#lavwvdc6+4f00sEB&*bJ=}cTC=a zDLcoSxj!!D`{5Z%qX-*DI70E?)G&m-nqU{-&mq zH_B=>vVT)-*aZEzi&N%jVNl0ZUH6P+AaU8m<5ARgF=vGdC`HmoS_+t`BEY# zIpMS}v7#iNR&wA6mf!Jh zc7NrwE-++ESZkxYFJ$}|1B?$Ln(ofGSZ`MHH|J}L?j)_bvWJ?Fww~}zv6=hcn zLv$(Vu&MXkIlS!N-=ORCc#07j-&Cjs=`x>=FNZb7CBoF9)^Pmn!zlCDomj%&)C6h; zZzEbzk1%#9E-2An7M&DbhJRmZS9jIz!8UQ(r%?+&Whz9IbmiFYE3mHD zxTm$d`_+&D_&JhL%@d7m#Yk#Y%N%frwyj|{4)<6KrABS=mRs4%Xl2i;vW8u_TwwD4;&D0Hb$5hkHAHLocUPYY`Dc&;AhBeg7P9W#-dw!&pys`B(qv9F@I;y0{3+M23JCahmMQdd7nc;(s`75i(JoinH;u7>4&?RmzhDkiv!&FLl+jL!KS5 zAT>#yJp;^08jXN{Hmjp}SaKd73lHsmy|*rXw=vvm3NbBVuwG&Hpnq&$Qxssfdc4_S>Cj>n#I0T};R8F4505bC*Gw3P}=t8WXt^1n|>~kc^x~ z`Q>42Hkg6s#+M3MRJ96=b~k(N!=6$317DRk)irKgzfmX7c$~Ox3p=07Ux9QnSoBAI zk%g~{9A7u92ydLYnFIfLpMP#Sh3YSj2oD05eg(u3$k+U7jR=y6^8W%@en+1gCup12 zum&C}@V()?ur9wJ^Tgd_cb;9e1>o4WZ5xf%*l27UjT+pIoyKNk+fACrY0}tgY`fuk z&vU+ zLqJaFlOMU5n2i@d8q94&eKvc_4k;biA%=W;LP1xg$J24|Z|*WpU{u#m@q*6ThsqnO zcTeFjD5W-;Yj&7)%Cqwc1U@V+6+5SjX@}I?@WU`9Mz|wup6I|~u~LL|aixl(je{jjSTK(`Bl?ahko%8ID!MYLMZV1RrP=(#IV1i*cC~H8$Ql{D640myx)twO4D4Cnqh$ zbuW8b3dc!`K4uzCFYo-+6ML7Q@3_cBak?Q1Nf!~qDK|Lc$=yo|A_9!D4t{N6`0`H- zb_GAE2gNfJ{FP~&%51qK&+uNS$>ibE4$fB3bG|Sa=%70VvL1U?()+(o%Qqx3I{9J( z(Q?e+Am@<_bTc^)vmVp*8wC3=>PL=fOdz$`v=%Dn5OOLO+vVJ5T&i!vu{z8&J3m`-8_^I-~F6VWx#+pyqg%~zGYfgMIk zkJ;WpQL%te5vz8Kl1;YAQ&ta{F)6R%n-a)6`y5Sn>^c8*bShH@uNy~giGt$@#XO>D z1#PYJ>@sAo7^dx8mhlS*a$cXt)|WdUI}Eo`TA*5hukiHLOSuDg^bJ@@82*WOpU7Xj zOj@tqP@imRX^M(}%Q_1RbPn_d#Dcln;$P#Q8 zen+qWU3$*uMOMj4TgRZNeUy;Z$sj`WJJva;8KAeu;tgBWfP-Xmg-h+Pj^fU}!LFVo zMuJoVR0Uv1>#G7~l*Xy6ANa1ltq5|-ofihCupI}) z$8B7)8zEieKRBMY;SgLS)OQ{-@FT@1bBQgGQnSVI z?Qd#@O#>e%@DLysT&5pIFS!+pq3RIJ0JIjfqAV*TDWbiTx^k3K6!Lc^gEdly^t0n3 zXUdw_1(GOxH@(o2|ICD1 zbf0IpQ*o6dwALa*;7SmX-ZHI7)yYZ;B#4%Lr#l+bX8u|7wi2PoA^`R6)x1EK9%#lj zc)?7KfE>)efcD_Jl%FO-?`UPo>rxnO;kH_}+sUWgx7Eb0&T#03-MV)aPpR|}miV-N z@I&HC-2-Vt`F8*;$5y;*$rC<5y6JVt7pgHvKC=vt2TE;-G)ESQVI>FR@p$y8r$dT6 zw>IpDrDkqH9pBdmA)pCSRW?ae1yJO~`j`8c{5*e+JA;R^hPw@OKRNu{@sPdeT_%n4 z@kW{%ylewQ>Pf^O`2%uh`=#UL`K)1T0h{1WDZ@nftWVM-aMd=3Jz-Rhp3Y@4Q0qch zC+D)Blk7EG()|`Xo?7v%a0(;1KG^NEu>N*9pE#l^;GpkI1gyRpaImH6J^&7XXDHXD zUpwEC3S7>dYT9Qd4yl$%PDs^^v)$5au%JKx;UZ~Md9UzJi!>v%E5~q&$FHB2XXCS| zO81}3q%ZW{KY@Xu;eVqRD85d_V40Cs4H8H1ScYtkv<0Ku7cGzF+ zpEL3`{;kvhZStd|qplbSG${bPqM``*sy=EPRni~+ys4~zRB1_<0z8~4ITE?rnQ$%EX z2*S+G+gR@O3&288JcwAcbh5VN3$G01>yrh{S@Oz!qdn=?|IV#0(U1x>s0fW?BIL0e zDC-2fca6x#2c&(NpnlvQk??K&NhUX^n}74yj$+fR&s?~ODpD4~>|q^U^}d)vXqq|Q z#Q~bqXw^U2f;bs%noGXcmMq0&Sy%qSou1<&!*2RcP(2u$Yb6!y9{t;fLk9P+U;Oh& zRI%4-G8>q|zDe}k^aGv1U%D_X)IFpCcPO75ftT_Sx%bOB2ixZS!-;_P!+mS#Om0i6 zbs~(*2wwChq|Vo*p%)@fELJfS4KZB$9RcL7%*^N;)e@Ftm!Kvq%_PkhZwlGnlE%89 z1aHB#S;<*~{~`>vsJ~I#t}^M}<%p#>oW;T(`&{sMW2?W&Jiz}q&bUAfESn5qT>dR0 zyJ%)YWe7|REeQV^^NG)>^DxLX!>Rr-5o)7~aC|;cAVs9lnD!K9ZoPn%l(NpF4`#ln zcpJmWYgC>9;(N!OZKk>zwfCcdWb}$5UYzAbOxG%6-`s;8dv#|6V@?So{Rw5yYkJSs znw%Y-=ob>hDC8Vfzz6#C_wdw|VVp_YLBhh#A#~oKWaFnZzm&Q@#S4pVD~VW?Uw)X8 zej<0&laM0u5({b%g%AIx#GOvfHEv5u>-y^8Uc^Qz+JJ*pr3W1e&O)# zI?gAbxK&GDgSU$*Oo?-or%TI6`T=$TWE5@Iu>8S&iPWDF6gN#ov&EINyQY+Glg;3M`H!(hGXzzIC#eSrJ%Y{Pl$wuz53cbXE3 z8%BgDjX#JpEm=T#%m_EUItx{&j;}Ttlt&t3L;lo-sADDV*%5dYc-{@`6I^Q8wqzd8 zZ9zZV`cAhg_GWBxFBL)8zc(T+ysjFUBc-WRBNOe3{zIZ>Dt+auidBM#32J8&dnN0X3a{=ric+SKP0{O5lh(L?$&n3KxFCoDQ!Q~%cZ&WE4x zutD5>+xqBL*^%Sxd*G4<1#{)zjazhL56xeAt}*oUrIU&BJ{jITW#P{c^$CP4V_H6 zY2%^-wZrXSd}OgRTyPgENFU)COD_|2*dsZbLUs_>Lo0xJ;Spa4`37B!1zd|M*fR{H z){5FhD5?HiDmKfQdX}Xa5f`uC)=??a!}@xhatMf7HrxIKj0)r&Zfw+wj&l!~F!y6c zvx2_$Jarj?_a=(TzYX(hVYC>~l5OAgnivRysl;-#oHYdPQ0AV`E-SwvxK+++^9e7P zvMIJ|jwJpn|IR2go;>BL^_aon`Gq6FhNwUvq!GK-Q$fUFh}DIE>K(DjW5-Shz1Q1LFkqsPG_|gdNRG1ndNI2wa&r+y=67-VW~EYH^Ntar zFL4G7@Wjfu{c}_<@+*Och7LH@hch$sng9VRLrHTq<^@Pz#VU*g-TXWFUijOs=Zn62o%yIGIZ9FRz;M>ONxvZ;y& z*e{KpFB^93-K>>~{HP55D`4O;7msCbl9R0CL5DFUbd8Nb&o?rhSZ66NG&(WQV@rHG zNYH3gvyLAqhSHva4<(al1ltycApa`?*>{#0Px0scwODAJSQL{KeW`O2Kz+MLwmJNkagK=cnWlcSL1Ne%%e;tB<{YXjJF6JBzBJj2 zOSh>ji!>h{MVI#MKjtYuawvBJE%;$(iu@iVf`jBZS&dQYwlqv3FEtdo;&Ppr*3nYK zS0UW-hVwMSgO$ddnYIsB)t>=>8NRZLAq+dzox-eq_=|5Mt1?G{_>^}zG4Xi8o##iN z!ymd_!jBtrm+J~9C#8NyHf}pRqM5C+4f{AJDZ}5t$Ko{A3y4@Hs8#9k{UL-GM^+3l zhn}D{?Hjkr&B!tB$UDG&|GX`|P-iOsUUghMTJ&Eo%?iVAtuEr=*E|hu+t232=sSk^ zlJu|(5d{neY}~{(-$JxU8^Q9e}$P@8T z6l+lQ!NZzy+q+)1FD81J0{D!QlvZV#oY)?mmx^cL6&E;sqfd{H%Gg-~5EDy0YYGv#VOwvpPvrVD z*6S3uw9dcycK9JhX{_X`604qCDZZqWA8l?l?;n}s$BW~pyN z@`TR#HtIjRCw|4spsoC%&zxB%26Ups70^BAcZQ*D>Ag>t)fxK5TWO{@W$uG zKU|BK5K~F4HGRm!eP)wnGt;M?p7@ttJ5o75m_W~XCC8`LDLUg8kEP~S%FEc-2KV%BjIT|?tIfnpxh3k&5N+n;SXuPM8tLHNA7Fh z@qi=XrmLnak;#rFJ2}5XEz$!CO|m+C8Lq0dyY`djJEt+ETm9M%pFET z?mFwCU^blv))YIQufJQ9upA7d!X&HR>>*dt z)X}|>C!x)j3ZNd4*>wqmq&adb;O#atiWG}0FsDArA4$}RRnkW<-&=14zReU>QVBet zBLcerPAVAEW@$9t;7*3Fyk}t5iAA0umYP($bmNLJ?;zW&x;$$;HXPm}t>-nwem_v6 z!D-;yKfwmoe#I2HUBg7Vq{%HAtR7ezm{0Pato*9-RjEmI?9_rkw_O+S;ShEjX)p?= z0{QNINw!Epr1Hj5ec&jLCBEN1`Y-${8hR1xw&wx?Lv68cOMw06g#Y*-bVuRc^b&PRHgwK z#tt>A)dAWnOQ-ntAbrUyg2S7hwN{4QSH{<=8l}-}=;IttsFcR{hqxxH=AjL)w)L4AnF_`zktL=P z&^@1FL)j_zwl{u%bibhJI&gi5L=OkP4S29=jf2j@9_AO z_c;uEV=(vC)BgGlzU44jMlRZqYv}@WnY*No3_1MUzo3F zTlLb5{#?oGD{MZz`lRp=x;?nfushUGngVk>3U6rZr*lk}DA6)dR@l^~Tyc#6_W}<3 zSW{6|{Uk=!fWW~G{$K{9M>b*1ahd{m2%#+ls(>Wuw^`0*TN6Fcpn2m>%)mVoaM`BKGETlo|W@SlK1j`7o`jCs(0fLK|$2?uuIrEy3=*a?xQ91dI1XEtjEalpPJ8kcrHE7qLa)RKVN5K zKlUwf@7Rl56i||eply&t*La494#DoldR6D%LU~RzbaikqQbP?%s{~;B-zt2Wq*7HI ze1ghS%j6&7(#l zih!eF(zG%5=@nV){c1{{JhQA3WR;RjZL@cU@PnD-i@tmNFJji8>9MVU^8UHP3~sPQ z%)|}bGO(H6+gTGyhZrEp^`Ciq`Jkbm34~qMQlJ<=aBdQc$IrTpXtpBiw{jgVt;AgO ztUC%wzbI>M1&SWn%p?I~X33KXwjuS@BXYIEk0cb0ZNjsM=*bp=)k!zrRi7uasU%VY z*q0^=c~nv5AIj=5mF(7Hrg_Fh)W8;*YnUiq5C><@CRQoH(>8KzQt#<)ca5+Rw`cR z7o1l)%7^?mSvZmR$HN}=I@&SVb%*YRN9m#6_g0l)P1ym!lY`h=1TNyo&8BO5-4&E% zr_ScjNnT9%v*#~BzEHjb7G;2wj50Jh5CQ_z(gBq!54)Apk%M0r(IC z0HhFr4oz&E2z)+lvm;|-J~WHPC_jI& z%m>HN+XvWm$XfhP}J;&Ul-zYYZel!1(VOkG7^j=cy1hCj%>g!=o%v^+1U*?NU z3iI);>C4Rm?bt>NWkOn#a9S|t!(?baL&K40v8=(o{g`ix%Fg_(_-87fM@8@^Wa|k- z&NV9`yJ8-9-(hd|A}@U0_TxKmoIXT4Oo*+^x_u2J7bkA*$q&Ap1|Wi%J!l)>cVuC!e(ayHLbnrljVRj9y;iwF!WAX5k_=}TY1z_G)*Ui{%E z&62=liNaj6xhg61n(fw}C1ldROi8vPlTb?Ch zcYa`ow>VqCU`DJ^rcb-Xe;PY*zUIc-$-}34+W==BYVx;f9!f{F>fq;?&2+`Dcai=* z6rvt{7-=lr13Kj><5dA9{n;ZsxRw>%&(>)n0+m4YT#aHd1k~}25I&z85!$&v-Vp9R z_wVHwnXg-Bi2h4GyH>F-?TU7r&nq{^@WGIIPB1P3jS^?!0TrXIm|6plcb`d+)x z;en(R=FG$_M~A@);k>sn^V>Ts~0D}hP z7T+R=LQK+<@jYR6KAc>6zDyLMPGu8bvkmf1a&}=YoPf3v-K`7HQ;q{Y`RNuNI_EJC z0snsm<;;;E%q0m}Zda!L-QL?`fC&^Neq@-~V8H`Blq-+5<~Whdhkxvi3ysh{YONk6 zHdQ{oiaAG;BxPc)2(aFUI+ohQVM zOk=JcWwlQ4r(qV(@LG8Hwb^a;IE$KkAmlZQNxCU_oSs%B_Ek(@uqJ3{fSPau*t=i! z>$mf4ZtSlt&+ZC;j#|fG;&?0s{aud8Nnrw}c^wf*Ab@xN2UsVQI5?s%f|9_F38<=N z&PdZ-Zx;cZ2!;T|k;)s;y zZnjx+tST!^8h1Xkx#-ww0ZqjxA2o{!mUPi_REV)CFWQraVr?xITuanv7i%52@Zy#W z^osi%Re66KA!B1Z2Jt&BALQ7FtDrQwDQe?~IS z#NjVbN0I&9r+=VD`~E}EyD7Yl@syO5!JMnNHq#&m>5uXFtJEag5`aRX@#Tz&$oV$6 z+)GgkV`up9rtM!E>IggEo*mSuf}WbgoZMd{XG=GoE$(CU5DxdE2Ph&hhr(k`>x1UA zygwxM^zXEaUa-2!bk%?xR3jKizUf!V8KPYHYdKZgart9Gf-~$c6Kq5=B4n>A3aN>k zuib~&HW`BBd- z&h=ZEWN}k=9;9`ojV{C?7 z^P1Fh7CIg}6osWmUbQ^g^ZeBU6v`Y%tikYA8P4)V+h+(_e6`YC0;GsHb%V>b zP6@>Z$#kGND#=`Va@r2V=%ZVAp>{b7E(_8aWnnMw%yvj}maMOoQO*^2=y%f-3%y}m z?Q95+lx!kI9G1){tf$9BrGE*pg5*Yb%03sUJ*Sh2wc~ObG&M}fVu)l_B*fkD%amF) zjHz{UC;G3E_kf}5q#)5OXFnRpx9#bPV(iE2Xx{(Mf()_oa$=?KeERVR^nt9-shSzM z4GHb>ch}&O09MtVsgKOuKSGR<(e*7A{%h8BX`OY)k)a5k;ne#>dQbI^F-yYB0#%8! zHsJFfipYpK=W*l0B89sQGw1D&!qynZaF(F&7sFI-wyBJ|E2}g4DgOj9F2ZLiSOsk*^~D>RY4zV7B)k!K1AQ9y_N} zC0!jD9BfHXm9eW4GbD8AY>KV|E#XoLz2)D8zJ_8KR4Dr-0yv7ooKr{j>{lGR_p^9? zxFvV=NX}b_dYMkwB{<y5@l&pRJ1vj1mp?Kz|3!Ii{BvKIRzQf1`ZW2CWfF|0U z+}uKHq(pkox!jR0jI3X5bvINB?J}-k&1RA>rx0D|0u!!?e_LKbb@i&6lyQk@4vdD0 z%+8>8MOM5Rg(VWIGa5NG3uz}!bTSE&a%`7?xdEmdGt^hJH5)7D<^c9-o4!PMzwtd_ zi&v(rGUu%(p}@FBU+9;Z=7_Sk(2_sq6|dAaflm*+q<;uvxJO0W^epS9om))!L~+VH7`V+u~tS^8FjyJkw$7F2Yc_ z-vYcp216#6J{;|qyjAZJB|ab5NaKnC6Hp%JolJd2BmHm~jjzT>BK|xuAXQQr$9-l$KwrMO z_6uo<-*swNnFD9}7gxEjNNl>Fi@}Lq6O;oTninKotjG8JUUOAo7=^`0(X5dIAf9|O zjwN^fgpIS(7)7x{Yssof(kMnU`HZT%*^o{}K0zHDEpUr@JCAK{s+nJ1sz@ZwvfdW& zu)^k4Ujs{w{GEUIy{{a0;|rt!{;JR#t3;!9%y&O1Dq21LRm*@;hya>>tu$i`0zK~x1)cPo*0Om z3K9+`W<>XXjVS9Np+uxS1fCXd`mh=x|4w&Qmp}=~ANMIMUGnx5f&IK3aY5GB}kD)WF^sJ*dck+YJ(Rnd(Cx zL2|@T&&Jw0aqtdka~wUph>^*sq7Aw!>Zr7A;+>g{Xedvk>R~sP1I+5>>Qo{khN}pU zH=$JV)9m-37SgIoS#32xo}b`2arZIBC>YjN!o5S&^BzNaX6)f>HU26_Nb7Twzw2Xh z4d9zT;{HbPdQY6H&kg<1jQj2ztjW`i5Pfu10n1I=Q{A|lkzX$UTHzBhSM_O3w_PRg zaZUJ%5T&oPsiGHg1NaO4HtuKn>QCe(Doz!Wx=$i540lhVF1`kd2$iSGoTVe;TFj-E z;LW|dOBu&NHf@;Z(1rj@J4PMeVvzp|Q!>hNKvA(O{_p$vKR6Uw?wEJ;n_0I6o}0MX zGBjvc^u3SUoiMZ>L_>+QID*_*9{sdH;>M*NH#xj%%6IihDu5VC8hTvQb)!p_+@oLM z*D3K`TqpTU-?Xbuu-h8HA`LAe!VQ^ObfbAIe4ZBBeXm!nI33Fo*O4CkK_9`!e{Cdf zh-;h<_cl#2?0jC|m#UaEvLe398)%8vs(&u_CB<1WI@}m2FfqGSh+Pj6fMWlU%#-JE zO0vM>q)sv0<_|Cgq+-NnN7b)xB6?4vNnVeWoFID)E^8UEHds;>)3$&q~@JzOL6)p-{BTIobgxqgNsFo-FA zIhO99*c_=~U<{CI+O*s^H?w{SnH^YW`6btdO2X6p-Fl*h6_Bx+i7qiT(*}N1fI1 zE4hEw7Sg*N;u~WKb~)TwX86({#s_tzi%gc5@hz0(wVj^iLgP%}YVVD{SpJ6+bBpeP zrUDG&^miWCk(l7h(eshHLpod8Jk%&2nYgeZzq1RVZDyHPcAIW2&`(4YzXwf`^6wib z>amA(kp5=y-Pzg{P7(xF%h#S9I~#UxLvdbKkvpIF=5-jSpInHBn1&l$F8c)JF=6y_ zxWEfK#dZRX#*l*eI@5BHw4rgN+}eK>|Ce`FLkX(GF5`!vlj8uJ;cdKBb%@=E$ zFx+;)MJ-kXmV@{BAQj>E!mRfiQQl{LSfALw#7<->ltZ-JAW*azy%+titmbpMOopD$ z_h>p@Yr(-Bw1~n85-ZJVzAG3tlpgqY9z4V;jC9YAubz4wayaGk-&lTGV$(`&T(Ce; zK&TK_DCEMx*l=Fl7!NjtpF%0M{Lnw)MG)x*828Bsuh{jL5+<0&L^eFQwVckUUn<6v zXO?P(WgDa}4_piSZrH@mHHENzTjS|NbWEeo)oySF|H$3SpVC3AEIYu_v0xQ?vWf6& z21CMEeR;s|uMS6bm{!a8r}L8d;$ZSjwE;61hvuahI!PQbFLcYlEjs6s79HC-to=g_ z5ZXLplrJRzZAEF&7gU=zST^4E;x&}k+g6d)QLW%|BAyT*$G-#*I31zWb_OklskKcV zV}+(7HKs&OMJ1sXJ1^f*sWHNCmkck|!XH}3lT3bh(N>)3Pc@5}{>lu=_akqu?bCtGzU^oNAStG;oX7bcO2G=6o@cPOA0l^>G@X(@J&?xJ z7%O}t%|_t3>On4z=4N5{Y>Gwb_(3Sl`MW!*EsUjk5roff^FcWDxOVRoj3Bp;2@1Ci zqAHvro?O>}>4!2Z{^C?vUBjpISHX!68kI4FaHF<=(Q2;OFQzAZbE7j1#MV=^06^Dd zn@Z+OiISa5(X2Uh;#b1!#c9R%M8=vx5(oEFwVBV^74MjS9BZ?UulF^l_0{uCqFh&l z-mxq2vMX?vknj4AwA9!)5vjeU$Wni6+5ComSYx$!OWV1k&UmiX>rDNL1A?oW1QQB==i%0BQiC$Qam-m*Dm>HyIQ^83KmHZ*4I|k^cj=;Thf`keME7?E@->O!$pVm1 zy}0*&kK1u>h9Xwxe;w~gRHl(rBHk^pxD@UA)vYnol?GEp*YR_Yd6=4`3olZJ_pf$6 zA;DX>doOL#?n{d5Un&ZJW;W?2VM?^}pIdE6|I%vyu3A4YK+a|nBop;4l zIm(-vB0SqTIcQJlUpJc10T2ukH5@)55~t}5vZu;Lb!@hHK5(+0!5~6m7WnKmn9Os| zw4EI%`r>-WQFfWqI3I*qm^YRbwAdM;irgN${Sf1Z8QQfB8G zF*%ZqG*$E#94+IkxfG^1jJ7Q(MdC2BrX^i&Nkj{yyNcIzX$<@k1Mp{Pz}v3Y&Hfmh zmt`x7lIEs53Q<5jwj#x9aN&d*vz4)yhd;|AHE@fO&xUCpna{YNKsn|N+$Lt6Uvzol z6|ASp;#xegIkuxIhlN83zV~SadX(9+mTjG=>YE&R5zni|e|?C1bi+4z5u|T$xYx(~ z9%7J%-Q}t=8VOvz1A_T}75$#SB>3rkR3-@^DV4eJV|v4B%$oSzqJus6*$wgZ;46=^ zzs)J{I@1vXBDop@#}X6=@u$9?B@J#0)?2jbRZzUlKNaa{a(1A?=~zR8q8mJn$TP|*FAM|_K zm4Ith_|%<3TG6lMQ+y+oABUf`e$LW-DrBNB{BeZ_UqJ-0%Z%iY>en6U;S;rEuEf={ zi(dM2H&}RPQ{%g{JH*p<@>{)~BZM8xM5z#FM7YyP?5eig(i2Vmy$=$meRqI`ARsYq z&zRpNNcr*#4>Z9L&0+5XUotMt6=w_%nANw>l43HyCOc-Hbj-ZnVN&kH<$ga*-xJ(G zBEE*1f#jBp(&gN(=xZpLwd5DFa)dvjXZkfJ-muUHU;1-<78y@ukoxE_yv-`q87n<~ z?T$M}RO!*896cX?cLC*d9_AMWgs_l@HOcI4WBbEeY`{PCu@zuTg)l*}9bE2>yJkt} zWAG?hA^uALS<`>Qb?;XrYF)`E4`RVAr9s$!B^eS|E-AW)Y~?Z&XzslyY9n4~yr8Nz z0QOfaK`U%KOE8X>q5BWVko~1p^#4uyXWk-ZI$$n^eNOws_qCGbim;d>qsGIKQbN2D zs9+er17tsoc{a2PQ4Y08l>VzZ6vif~Q7ElZtbWg%!)guiax(0;3%z#PktDO>GEC+% z_vD3z{w*0;uK&rOZ7KLhkOOW!s8(s7&E~C(Zb1VPM@O2)GQ0UQ^jwkhlQ8e^4N3#i z;)50TQ)E7GoUF5yz&iE^O@(RY8}ZNEzsF03vLQSF&3=7XO5fWb2q!W6Hxn)*7CR;@okcNe zKUUTX3a)K@pk0$~jlr#r@LIFS`mL|RJ!(B`FMR%+O*Jef`t*^47)h=e2%uI_^7M|K z83zj6q4_X%qquv@vrMm_9UYnYv}hxGYDs^6lX@i#*w^P=`~2VAgg)n!i*A|0i{B4J z2%_$O_4+qy#r3nlY3I}Oa7aw@1|> zDXG3&@k7zeOWM@3_%o_}uWKEASuEEz5erbIQrld`0#jjN5!PpZI6bv@dsGcQ<&ToP zXoIpAe(yhzp`K1+T~cg0=bc5by@}IMT1A3I@pmVuY_+efvAFseyKpITk62b($@9GJ z`!JIdyI>ghK9~4P-+EjD?`2KTlhQZ%StiTr*urowC+5|_#FAvZUR^=e;iBF3M_8b~ zv}Kx_T{<#>-CTpc**BdYbE9;Ik~$g)5%Q?JB-YO;_c!SZ_(V+#S=%A%J{qGX{y3qB z-nv2&Yt6nfNv!Lk;)vnYxM*L7bxlV6!eu(Ed$zlUo^MOz<%iuF-f$`-C$`Bfi-sM_ zsj^!8DH62|=Z0N|Z0h{I4KYGm)(F6Os1G^(Wo($o)DlTU6uBKi0iP%=i^Z~(9wOQu zTIuOW`@%9G$xk&_h+KRQRGm7x2SbQ25fAUpo4LL-;&%u)+1Ci%KmP7PFqzXg7mzt3 zK;CYG$9QNgh!@6_jO^5jIQu|I8*3PpJoohc9YDIWeJ?pOCK4G^hZ38N!USx;*%B!q z?!GF2?Bv(wsTiUN5xw6k=V9(WMEYItB&53Poke}%Au+Y9@7JD_}{$Zrba(Tv;=_5FY) z^B-@8EGY|PiU1+K^Y|s&K__s>I)D_j7wR|6H8~BT-cu%c9*a#J#3m2@wIe??O3A2%6cac?T`4>~Fj-x3v7$Z3w!Xu_jb;4g(Od zMA-mUhJKprqjngrTm!uaN5dr7_LV8v%~!Ows*CMhNpl)Y??cC~sw2RYQ8mKaPiWTA zFCPpQYRx8n%utD&`eUvf4u0lcTA{}eQ$XLf>$MVR;+doBN?wD}!^@iJqkg9|{HC6k z=i*OojD04L)q=3(Zul)9%Gz#}@QAZ0@48Y6*55yw)eu@Y=6}R(Y{Zh&4 zq9wwx_=J1noZT2&pn|lDTdxFZxyh(NB)nJ~FPTK*Aul%ay|hX`y^6h6)T7^wQM$K! zu$f8kzWt-VM5Em|dt___C(S2iaZ=x5Q}9?G-OC7 z#0wAdoiL`~#>~u%t*>H<&vsP{N|mjwkf$=Xguf`2#m1TD2@{r}F5k3Wy?ArMeb=Dn zmNMmFC(_ciwrM<%e_-Mw;#WVu?h;Ea3NN51kbY1zuBERioZc4AKd7va;j4XWgYWXb zZ^9SySc%U^c${nm?k!ynR?fuGSw=<)?LW@;O;fHQG?adXyKN2DA({7Z($usS8tHqx zFDm74*ZQnVNW3~U5jj_u2fbiM3U@J2^SA2=F@lDx`Chm*>9v{DzM?Pmf^gxu0wN3fm#!DYp zX||Fe42+BksnKvI@sJOq`wMQgBKGZ^9dWaso{|VZeVj!2quXSz1HavjACN5ve_F;ez3&l;Z+l7PnjG+e-{4rx0oGb1|~2-;vm0 za@cs@!gjb7$zjU`i`>PRVlI3=pCQE+RV7R+Xy8DV{i|zU`dpM@fo>>!DF! znY3E%|D_mte6%_^Ua6B!mG|`;*ir@Z8-KxGl;>BAvGt% zd(qD*!P=%)nvJmEP80Qu_5+X=PT{}qppvPl#wvb>U6L>^HK4J$W!9d9 zY@(g)_1*&%ZDFwJ|FTub=?BxRhUbs_XCOEHni8nRoe*bn-y+=d5G2&qm9ti8Vbidm z8RcRzOL{0g4~fhh9qGAuD5T!!pNDnQIhNV^qL?5bP^!WlUJKRy1m)h*um2_nB?F|J zWLw~`qU(EVIo$L1Or-IM;9ZGjvKFXG+p+&vG+^$vG; zcZR#W4Tif6cZb2@?y_U}aEIYGoZ&WxyW2CI;qczQ|K!vDnx<)z=9`|TEs?lS8Ls-! zAp!7DN%E0D&}~sl9^4Uj48$j_ef3+rW_SX)=gh`Zs_96$L;tTI|Kv~S5FU0S1|>GNgEl9Psf9hQ?a;OZ7p35rX9HE^VEt7N zCSRvCvOQtr2~1PiR&b|f=HRlcX!Bp~h;10Z-q>A)_H9RY z9EX{EVwmfafD-eHAZ|1Of6z1FS1~R|rfnDbzJ>zfkmS_xJdmG9l1*oC4`cza{cvH+ zypsP!tYd7c-QkF#JSIY)Kyp_}>e+80*y~ovp5uF;OR{$x5JYd_E zCtdG$RnImy1Fy8F(eSHuCdei%@HW5S{wsEY2H?))4u-#Wb>OOfanE?IHNpvb3@~zQ z;p+Fpjl&(S8=1U$dh$yRaUWV0H_H*HKVB7S+7sD-7XH)d(R813qtG(&`OQQ9;{~Y* zC#2M;-FaGZfyVfTHFRy019ZXbtJHId*>xBJg@i_4j*C3~Y0kBtq#)y-B)~p4GNX27 zC@n*s6=T3uux>j%X~G^CcW$|!4bBwx-_v46y(xZ%^-DYiH~h}CGQ=KE0cn3DwKrm8 z9`>WuC3nY4GF?VVO9BQ{V(s32b@A8E0;LT8V7-|%kMW%WxjNnCi|N&hsu@-s_Wl(*}o`57Y48>u8u(Z6`KbE2<-h2oSCeS>UWc|2c> z++~q|(!P4Z#&;pX*l$E6XPE|MS|um-fd4E|);O#!0Q|lV>hoVw-gAug4Bzwb1pS~0 z{W*O26Rm~dyMpws&c{)MYZ8)W4(61yjxYlK9D{esJhcB}t&KoO*a0nmte|z9Ht_+6 z8zO@*p-6%>Xy9~?seI&j@*ruhW7<3@+}I-$B5E0 zMhvOc(YOhRPbuS|JPY^f3w*QKFDEUuQTiE_ZyGR1(QTu_WC-tI9G!$_28_a3OFJfS^m|9#<)k>YaM7@YI`awD=oiuj1r|Mt6s<1p zM#6imi!&iFr=RHXf8J2YwlHSfk2*Nf1;V*~(zih8zm=bxCW2SqGiy!Y_l#~NQU@Xb zGX0RY0?L2Gy`v55V`v;2IH&iST`9@xrMxo7-FV4ClSmX-)qDe3IXS~#4F2ZZ#}fKc zrD=fWMq4r^btd4))}W0+!?rB+!U6N&q-D(37;yF5hY9yH9T=M4)RGIMZ}F&X2gO$n zt%*dQiMr_YC`%TjGuCPj8mbtCSoHlo!^3l`;#S{%p8)i~cOnGJ2?kt0Zu>O-hnugr{5DjQX^b{rkb<||DFl~t0+qnVyAV#C1G>U2zYQbUzB{IImr_ca^NPkr!O%#-K5P6X7>s~E#;mYe}4Mclv=+^mr*2~ zy;C36LnL#1?by1|YSXKQ7>CAhW%q1X>MA-oX%94w*Xgc8^2Fr&V6QUpqc z7d`MM^@h}aNUn{S*&p!>N>g@%# zRlx=85Vbf2y0hXUa4HIz9&AjVSnw@jclM;fp;hPm?csSuJ*Ar>*)4RW=SB;s3i;!y zy>9RyPKURJ9u9Nb#goUju7wX<>47N8a1b78Dvm7lS($+YhkT1wl`dFSJu=AI7rHL3 z{X|P7C0;N08$5g&`|oT%sGm7#T@q_-f2Pq{O@Cn}H=Y4@{6KMV_+~Z!06xOz9_sH- zLq%ft+?b#|O>e8l@Bk(SyJQC_bo;^{yK7q08N;jQyh`-bbRbeq!zh;KU4nRG5T#R; zmhptnClCx#Shd4U37q*&#D;gE(f=m!e=ZykVQ=pyrdMS{&Det0=UuOaRHa z-YRlG_3_!`&t|ozfRXTDu!&##%yFY9ed?}Y5W*=rd3(cg zpk3f*R~KB!@fV~H8r;z@6R5AM_a~-P6dXk{mVlqL0eHXEvMi|qv(l2^a{k%vlXujR z44z7B%H!i$EWi6ryH^WhI(rlcNpg2_gxP=b$#8xh?<-L4c%uA;R0#n6SDej85cL!G zC4GUaQC)`F=Ci968Yn9W4cm`oycnNi&Hd!{6{Ek&pYv^6$dLK|(n%gWLlE7a?z^&xtRwa>m8-xtj4Ri+oV7}9hc%sNL zGvgEIupOXze9edmUpmZ)vpMS3H`0ixW)i_my+Yl+{FC@}yGHExd(6=lffjSMO-Po# z4gQ933wDdeE(i7(XrfUe?1wZO*2TvIhVO=;4c<+V%#o0WTKXSq15H3j*>@zBO+ z>jQD^$#3mi(?{~mV$_UR_9P#t#B#YfwC!qHD^9UBo&5us4u&_*XvZ;G(AzX)Q+1J4 z&sI%o;a1jkJQT^fA~@ovN7XLW$y!N}yINZk1y6TKEGNBSK^EK{Dm(Z`Y+4l|{4XuO z5?=_8g;odWWcHAm-+cM5(a9cv=c!NGv6H53SbwrCS5d_^szYgHin)Oi;>btYz<0gq zHVdkzE({5&YgkKf)S8JOF0f0Y$NhaOGb-ADhX$Yr|0veN+#`& z$^3JCqHX5umHFh0l)wl1%)yY1qvOb0eU&DhHyqV71L|SMI4p!h<2z=xDL^q_AAOW2y3|5o&Ih3ywQ;~C-N6gee!N|5&cp2RhlGd-!zlU|eG^5L9 z)XAgVt%MrbT)}Euc-6*+8%V^rrw7YtYuvXHRms3yl^ubeH#`J3UBj|`jYAv8Y2^tW_m6T59}-``Znclu$bzH zYSqpqA!A3*Ogc2fMWB}TAP4%x1z(lF#3M`x9wa4Lwa-WSo26=#2I{pilB$ow zBUKt%@RojgqL^YT4yG)PGVBCp?ghW{d{L|2HGXWE{ym3o`m6eeu<53>VhEunP}K<2 zs~Z2_MmA{{e;?B&r2kH#6q}(}t-EY{vzp`*-`*tkaZH)*Zc{She0$n#G36!T$^3P5s>0J1x-4@ALrl!165llzsd}pb6Td zk*w?8$^Mi}RD=GDp|w+;w)KjXd8v511=Kq|!%~6vOs)QkIUu0k{M%OG>v;LHk%iS= zV(lm1((f*xZ)y|i)W}+vrjf3Vs)7u{{RJPdSb34GeV2d@otNrGoYicc^1$c-hr>X& z_1V9hhm3OGSEY|ALm<#dmmt@&Q7jSeF1{c&>CjY()(s_GZ;>_e=ZT~>Mgf?s1yFEa zlJn4zS|aR_NX2kj@qZoxxR}xQy0c!7voXvJ>Z{iKW{y7V1AB0J_D0Mgevf6ZF~p90?a#aRD7-fAY$%hzs~uRCjWAyv?~ju$FO8t zzrczc1gE&;mRRjI2%?!nMW>$@=y*bYRf&fS26J6rYyIeFxPe( z{!>0G-EqkiyF2xV%VNofll?N~I zd%4wILR;mKP1-IM#=*+|6|l&fBl;p8TVvb3ulw+Q|4fakpY5;uzJqaucUZLfkHS^n zQoj>+N5_8@MqyheZnZ2mIGBkgH7zXBO~-kbiu-=-8Sr2>ExBJa7=*#W4E-(cHgu)5YL9SWLLn=n;9|cr|l295=%I> zCcWRD`yWc-nuBC%t86h?C#RX~0h&YUCadeSEZA?DTH?aqpSA`j-()^4E0e=*S1`b% zuIO4&Gh&r-PVfMU20?$gi)9iq6zAodU;Gk*7e5}5jr&=zea=l(T4D{_?0kqo z18CIh$tX}U25)c2Q`gUufOCq|HOl&bOr7}Vxa3ndRuhI_I+o{QO_C4aj(g&7jfYu8 z1&6}SRs?C%Ls>J*@K2+fqzpd7m4iPs%Tj7t2OP7-X!N1+!hs(6bh~9WN0LeMx4hAGf3;A4i#HvB^$Xq0ca1F`Is&lP8$_c_V zTqRSvXEr@^jry;1a020x$#oC7MMgYTF8LSlI|{3M!w+Olq$o|Y20Bb8Urx^SzRD#y zR~Cj@bdTe09JJ}W&#VKV4X~~?2xs!K*3ZK4a`i5-oIzxlOp(tY9F4fJiwVfW#Arx^ z8-#ad>l`EFTST^>2op}D(WBHQ$l}I2^hk3bSGs6l?HY|By+>c=Cr?MBk#VJF{j zwS*FuEKS6^w<%`cXMiS4HkLt(s3}*hipIUUqwEls}u$k*rtY#2gNdOh|`&PC#5!VpPb6KZnz1`XxlgHSZgGvThvw6Q8-zrM^X{Un{#U<4kspziCyb4*bym2qcRMJmOe@T!C15m4iGK@O_&<QFP6xgehbfx7?n9W)MpJ|y(gSgSS?#Er4)34ZV25kmou zSMMaU{;51AwX4tz5rKm-1c*G8GoUy=rC}Q;b@Ww6hdhO$QQSPdB&IBqfU||xAJV4r z(R_#gB}Cq|GHklKxwQ~4CG9$xgd)?#=TQrF*5{*glj$Wlrzt!)KUYgs)yt3;3M|*_ z3kkLeeLI?BPD%bMP4PNhN0=L3|E3NaluhtO&zV%{(4fxaoSIv-t7(-A5~59RjoVC# zfEByYZ2Q+)!a69z)giI?kN$L=vgTMvxgY&h&ARS%iwv3i(t|ST_2IF#VOXdm`9mn` z6X! zfsRyVsO9A1Zs~!TBxjs+Bu48cFf)2fmU61`(5}>ofRRBqAn$qaH}<2d*?YCOR1Le{@e{ZZ- ztIYsc9zP-CGh+zH;#Gz-0aL+n z2)_Z^`*7nHlV2Hue?==xTid%h92T$;`*_oWg@uPi{g!1{?WDM9!ere6xTN?dXcHx0 ze{M0Cko;8&_C*xyLZP%C7DP+)KusYY;2s$#ic=u-<|=f?(rycXFPDk~peq=4DwrC> zshH*FWUEJdbb~wmR(vcx=^sJf#f@Uf(Arp-b2(k3HMobw9!WotH^na@z&!h%=fs*D zC6+vwY)Oc*=ys>Y&*tUgN+zK1@U6vth_ON3e&W0F7z2Mjz+9Bl26RU6J3kFOBGkzE z>m^eGRg|@Ud2@&v|0-^41GPgcjB1@LPDmOPi^-aVbN|xm+3W-6rU^;Q7Mq-kB%7B# zqX^rmL|x49Dqt_kM??o-N!8e(D@k{;jIF6ie}ss9$g7Wy`SZInTfSM&=hQj?V!+Vb zKD-%c*O)dK6Q*+Y8wlp=oKX8i7sho!q5Q9eXPU1*PP?#{U88bjLR8Er4_BV{tnBwV zGpxh4MtxXuJi@gq@}DL>I{))wlfz-_8o!B~WMWp%scLXD0OJ1sj>^R}bV2ZgVtnYE zlP4Ao$$D`h-lUoxBkss=|Nquf{YoA}KO{XOYwLzMS{MRRT{A$=2jZ4y?j^Q8vNL@3 z79$p^AZ^E71DN5Zf4F-GL z5}IoghjppSiN3(J{bxE1%hcGb(RGfqucz_CNdBtJ!bfaDFcoKB?)Tm=SP}kmfYKkd z*%D&ZyaHOJEMGuhc0+XK!4iuaC8j~`R9W+mSrTO}x8&D@AGNd)d*GS;To=^$6f=HO z!!o)J#v!sem7FWqY6_42{VQ0RaYDgZ5Vl!xXr4}owU6zv@BWdz=~gwdu&=`SW$mY^05 zF!yOiALgJ*z%He4X_G2zjOi3&Qg%KJ{JgbGi-xd~KHl}8(W4}3L(7~=iSSqlJC6Ed{VGbejP%@$q zAp#u`8C$48N$@?i)z%3x2kUh}2nr#^UAOL%IyKGF2KiuDEHJVWgjKH#PzVMAAuZBj$n+!VGjwYRQ80#%c0+_85kVG= zHinSr0SHSMl+V@#G75%nsjUY>jDA7L$p2?RpDCC^Mwg%i5~F|+ux~G52>c9H(Wnn1 z?;Q;yN&%`T2o*xkpxY~lZjZDdAW1b5bHdkEs*UjN0RHu2S+RF^+zp&+

`uHuu(rmpCgDWRJKZg3Z1hWUkW7skcDfbCjrQ> zHJ?7^e%-!qCOcwEVh4{v6_!AU5JqTA0b(dBfj_bLjl?^M)QW$8>C<@vDxzoeqnw{M zqW2CnDLP$fz=4oWQ*F?co=&Y8n5X&O=giJn$5H)KqgS&$73e-Ktl#DOM+5GHa0ss*&A0`-*95M&c) zR1l-aTSG`2)C1*EKSo2Hlmm5F7t}w#P=}mBXQzgAT~dLYx#h0&&s=bQBpn zjTOq`3lT+SSkOWIHfc)GYKA`F2P&vkurX0AY&~zmM=mP-{%Fhzwk3hE&e%anwJn6S zLG@&W%1E|{>O>7Ol)0g7mNBjNSSS78Inrmt1`_MUr_i(kM0+|FrH+-4_+U(X2tVZ* zWG1Hrq-8b^l|c-dj_C>^@8bY-@C9_hmIBh{bOuUF5)F1@YyGWvxDnpbJ6&4*myRhq zMqbO~)n(OBroisTX6a5NNLeOO9I{Sx?1e3tH=gd!pKs3FUfP_CFc2ZZ2Ih2xD3-&( z^#eNwwZq6mnWp@~U)5BX=km~krC!b_ ze==B--qU5km0Ito9f1#$e6$b-YbX)3Dv}0jgs=+7K8w)8Lb3OHS~27cH!ZGx03!i7 z@cSe{65KllvGoKUWGhEx5OM}>)k8D^W4b_y286UhzRo@b3qFGS7ai&aBd7-*p{-ts zfh1u$=d=r~0L_w5_vt02y%#GRpBvpSF(~n4Z2whLm5g2rF%$Zu40oUxPUB z2d**&GN4=gD52@&9eGb~$sOP@E}T;KFv(wCiF6z!{Rzygwo z;?mFj*JlB{6N_K!GMVEIX$i~=s(*07@Cy*f4lY0(D=`V#PzPy%P4}OB7`MD0?QX$T zz0jy;VWgJGXKtf^OTfac%{3+UdUxgGicnFbB=Oaz*5 z3!v$;+yF9q1SPDH!{26x4lINPQvxA8BgBx0gxwGg2zw#iThLTqZUUJ?2s!TN*W!M( z&WVq$GwHuB_t?J3Da91!=2~5pi{i5fd5g9(W&M2wayz-{x2-DdOn!%3>>6s~P3iNe zMTPwnRS**tT<t9>3Ht3G19$|= z$_UM=BG6pzL;15q|L=M#JC7#8>1kI?O=I~rBH^v^=jSaGuZ|m9uo09?=Nt7q_h>Ki zs)A*}k5Sm{Q}dVD1o!(q`Q%ZCJ=i%QI0woVst`sB`@#FY2BSO(R{Pg!AmZnRW<^yt zwJF`MnxaPv@EVj$>h-e6@oS?NY*BgJ-y=W!@h%1CuYX!45N?@TH`{y(z-!PXVTA`Q z1k>U}%=-R+L?41g1?dQ6dY)ZD@BVpr%zPaT# zfzag`p{2t6{}VqH0w$;+#1R4+;BshOA3@2?|FHpr2vpt&cm!l07Ws6N|Bf`8eK-4o z^}}EpT`0kXpW9kDSO5r?fZ_%vCS+1I4TLB_Q|#6#fU50?1Skm$#&m)#TQCVpq9#Nv zrU(5+&+XTlJ8{1KxsY0#0^;2r7rbS{oxJP!<+E0R?wQDhSU6)C{Z;l$M+j z?88!(n8!RUO(y)*6FuY^nB|=tQzCjMhe`+e=sC%3jLLuZR?X?I|5Z37ARU%@I@%V7 z6Gunr;ajpOSrNceQ+8)ow z5g#QVQAivCj7$y@8&3yW6w?{fDuB8r9vTPn^gwe;)?A}E=eYM!i3lz782~DarPwd? z0KNR)HvR8&8Ua$^Q+l8Ucm`r2s@sTSHiOq$V-3HTFBo%ZZ)UZaLP*c7B>oRqJl5^D z4B&Jh=*A!b(ZssGi3{ z16Nx>yW|= zioeg$Lt6kns?|_70chnm0?jfYXtaBLI~Q*aMesMar=At&lQ#N0#w)Nl5YkK;f{iBf zHJ$`q4+ZjP=qa*=R--j-eATq<8BQ*zpDeSO{X8AW)sM$u*_Tnty^uqer76Ji&_(p1 zC=m!NUb+GT{Mg;q!KSN+|++!tA-KRcfgVNXUs2Y3x9Zf=~X zE0f?N(}L?AAP!N0#^8t;xBRIgOjQg6d;;tlT9N^Z`e zCGghy^-x>xe{m>c;y62awZ?ehXQ=lGq1ACm&MJueFmeX3eQ9J5wL*BCDt|;Q+q2G^ zNJaNO;}!@O`G55WsjDS1>O!uU;_06L!2zegA>RwaG_*fUZKNlZvWk~w)*jINyzNjeP@mG}&d=Jga(}!bqp$lZ1nc&BmGJBP>xN6~e z`ADs#buWutdIl*jup`vV(a#isApuDBJwPFBRld0%!BG7z^vx-8x)A_O ze~o}8A>?c3oj5=Si$GZ^p)QPvW}Tg5VM1M{AO$cYiyG3gV;CRc6Wfp6=Ec9gC?mFp zA*ff4igd_9+QzPCpONK#E%egvN7z?Fkg(=e#YoI_3S+>+G`Kyj3*HF$8Q`Yk@t znUf8C1`$QIwZI-G{KCALdk-el&B9-%sqSnrK;%}67E~2m-WI_JvqDqMMFoU3c|iPI z0ELwaTi`IbZxlcY9-IYGgDcE{lvKb#<3ZsEtRtz1?iV3KW|r3~cf|%}y8MQ6i8_q0 zFQ{M*=*jZ@CO%~K z%XUd%p@Hwe&paeENx!4$(V`)M0p&k}USBkzr715lzZ4GD@Xhmb@8$R4 z-k8-`XJyrxXkox+kZ*iQPL^ye6nElzu@|fcNy&P%e#XRVq{DEEOO(9n+i&;`cf5X) zk2si=+v}YncqK6n5wv82^@5phc06Hm>7s5)6|VgG7_AWI10zK`OGl7qAOhG7 z%Jt1r(w>BkG82b1K+2>5QQqH1>y1IMZT5%)6ohO(g$160qGIm^Lyle?g$?bFqsm0DU*kk1E>6s|m}?D${P(R|F1>30)5zf^}3~$My#l zCvWP_ZqFLad!s!L)&vo}ik$(|$f%5OM0IfB35a}i`C$BK_W;MZW~r#Bh{vYaPrUT) zG~vj>REvd@sx>_9q0{bdheS6%_EjH*t1*>kg`GY(G$Uh6x)wH%7|+6>6TDe+AYV*0 z_!R$%x1E!816uT8h169#h4?iHgSl>i;CSdR&Y*W731~=6K=zn0nx71u><`2Csk%yz z$6|NiKm=5T=wxCYE1-vGWQA-ky8oh={ZLSexN~~$<>b?IzmfPStWMo?IDr%lf`$Yp zGzQ10bOLV2mB$~IhP5X5=n*{53($V1G7o@Db2EO2xI*d#PpIvnS5!x6iLlMnWb;`Z z!L$%{%Qkz^SG0Nyh7wk($_V@1GlGV{JK;Q z(p#0ki?+40Vvhp6y<2gD)4d>~9ijY=&_l}#X-RVXHp8=|u{TghU}1LesD+;VN4&$s zj@^9L%JC0#!V?cK1Ks)q0SbTam$tChz?WQ2zj!j7Y0Cv9w+fpfbW(C~lQ(c1JP$1i z2InC!66Iwl$v<%f>o2*HQ;Hi{MYs{>)zt(R9hB=m_p&*g;DRY3LEWb93pC~it1v*c zh6{JgJ1nz8Rp~xX{4t1Irx?&*vsvcn;NXlB*io#22Uehf#35!Suml-=(*Rj!3yRa7 zw5$?ESWjD(9oN|9()w6D-Tjfk-#XzY0k3)jZKKmo*cBdX`JRU4t%_$zV@M^!wxxXj)AZ4WC`^IV5CZwxR=tP37RFfB&WUS zRBK^^!rB>A&q2uRXs^q{ z#hbWl!4hh7KFwS)NsjUZN?lUP2n(n|aC$$x3@-et^ha=K+nCmkcEu~>fBdZ`b<87& ze|Mzw>LW4xYC30Y7h8Efi>2btUr=79Si`S{{`XFd4i9w8l3P{n=5SFMBZ|ckLgeX@ z-&4qj;}!2A!-VM`N6!@qD8#(5JqHN6M*K!{26PK=dnY^w>H%B~)dPQfD&_c-zH>x! zVu-D@aWTA%@;+SANa3v0V^`x{WIXhZbZN+tS$dF16pMd{N!&j3n@bNlY)Hk%BB`;~ zx~TZ?s~<>linSH?gCNb!fBqf^k^i*JO&i%TpC^)j?H9?q5ndIHJ8{5Vw|GAr*}&~A znmvswZ!8jgk|E%jH$uyNvQ@ozm!_@GMiT!??-;h^q7vkL*7ipk+jh+)-cJ?ZNAIhu zuP~MR4rNo6@dv+2Tgvqt16RFE(IXz2ls&QZpt&B9qhtMh@$5OWShK0%I97Tn{m zD&6rqpzcdD&^%qH;;E4&H%sXeC~o!a2OGe-^XS0$!~KTZe%68aa>i2UBzVBO?3zQg z?<|r`8Vphr$Th6naH`bWv<;|Y1M`BmSykoFaq=U7UatKPZZ?JgA!Y2WfZ76Wa3;L`1>^j})6SY*Pu)R4LvwqPVRwiOcFBFTI-t*Evpe~BXT+WE~S zm~dj?u|4xwtkcD+*Zl9m8DbBc)_esIF&DULd!gnvtRp2eco3^FX3r!FYbf=;ij^Fh z4|i0>qk7*G-ZDjI!f-x2y||qpw6~36>JzdO)SLKP<854H6M0#5^z1zaBAQ6cf13vG7KU7N_xS#a`qEK~;e1c&g+%Na=R84C#Uh+?NSYo?!T9;YqYY*coE1vg6a@0jjAC;wmTHlCD zsq0R1%e*8t@BDaKacDE6K$R6JI%3bbE*tpTY+BxR8vH(&B1dG#U5Vse(p;ijxibd` zr~$^nJu1RjR#1|?rh$gtLyd^USFXyxrm5u$!?dp(#n$A^QC>m~Od-vkY!5UGd2BOO zwghqt=vzsm-zdFRziHmretxn-q1l!6)Qad+; zjN(tAuaTDgAiP9~^QG^GjDs9VBCy$jQlwJWRd$Rmd5N6|(l;n9|uqn{tVTiP2=DZN= znTbX=j9i8>M}}{!RN@13R939pxOCa0IgX-8_y`N~);TU_!{ZF%qr=d=hVnYjWa`rG zbB%7uZc>p|cMI-Ui#o+4(alzpX}eIicjr+umDg6Dsgx8V}+ZJP*AkG}X~qIu)D-zWXhsLu$2?qMDeSIe}Vog&(Mvm~eV zVBiR`puH&zY3=u7c%LzE&AwVD;NK4e(|%E6*Bs0q(?Mo_H1~&96mqJLlmTsB)jMIv^tCfxr0 zFQ$vnovdjk)S`8{egJ|5CPY}j$4)PO=jXd z(yt!ma7frpC$RQwG*kHxhWziJtnBy-XZtl7>8C&q5I>IgdVc^ZjZ@u+Guvd1aqltK z0$*ARUH|L#Sma4G&p7LXrMt#qkowH9;Axl80&FjQSeq-4CV{)oyE8gKSiT z5nP!8P-(*o^WJ`}?aJyQ=8n?pho46gF%*RNw2nxMV!Mar$z9gex<#8Au9q?m*qpXJiI#$Oz z@*z-4bKvMBP1}I45l|a4rUg@SVAPMNV&u9o&D7=cuA{kaxveh{|3n=uT({%|jgFid z!;dW<)VG_IsFEaS;NS|gR^Au|A1Yv|W>>$3MBkh~wUs*jS7lKLd;DIpAc%``5r>BU z8I(cgPiP`+Mn`TUEb(cOFJ)7s)i||D`#GGPiX0YQRG1%Q-J)F= z;Vq?CWxIr~JtjrDz{)zE<`7%Re-)3Mow@{xpJ2_#EdB5#t_Q z)yw-4I+1jYW%FXQ+4}Y?=A9I_lr@$e5R^tLh(YIY2V+)bHQClA>^unn>p`BaXa*;M zs#^3|(D9ZbaEDw_adzWR)7;~`cKbEQo7ATKd6G*8^=#7oaUcC!L#D6$_X++xfo1RC z1hC<9!@P*u;#5O%R686obV#Ap+GqS5drE;gHN|5)y_H_y&6*v_;MbYwi4vSptw1=S z>5l@(2K|c4-C>L0Yy#Z_1zT0AR~A>5v?-kRedvp>de+Wb-A{NVXh`fmQN*^|4dj4I zpSDT!R;l5d*>+?XVbk{kpM5tKL<2CScmbj)xTAS|g2aoyy#&QF%?A`4#fsf7;d>Yc z#Bj{l`ApF_SpJcbB#jL>L}(MhZBRPSA)hm9t45w-jgGD#KDOiGsm^8HPG^gQWFdhw zjPWNmdrWqrVU4Fh%B6lGk!`_ZzqVTiW2n(p3G>*hC0*`%C@^0tb1gC`$ikmuVd(PO z<~tLQOMJ6#s_)@{bxVcflM0NX9H8VemQA*9r_x@CZWBD#OXy@*i_;^|M1ZpO+we?O z$S~}SVGG;T+~HKoi?m=aZT{-Q1+AJeM@YdJ3@=zve+yOK*pWGF?h}g&gI!oGU-?)O zND-fcZzP&haYkEa!Ohi$$Nwa9ih28!=0n2OLax@_*e338IPfn5V_HFZ0ogKwvI&0} z(L;6MU0{virkTesAuLM_<0Qx@I$Sugk-R1dwt+QZv>5x1KXtCj#=iH-xlt3!Th=%9z2HvhaP$+NQ%qYzz!EVJ^j`zKTD9QiSJ;D z%4O~3x)}1)7q^tcGu6juy9)GWeBU_;cV?efaMf~9U4mwY-N;27#6Z0}ZfiG7A1)_m zv8AW9K|Q|op9Iw5by1Mwds~h@kaLC!7@npYPSvI&a0m zxje?pC8rqe@1;Qpm%n?6M|cJ8_gl>BKHfzORWP=+ZTv@RKzD;mQTK2bXnzDiq=U@_ z(Mog`qM2b`&iDK8g5qgl(fCbGB6OKk_i+Dt$*l|Mij5@%R~+|=f93bES%OU_T+_9i#AMiUI)y-E!0PQ8?r!kOKfJi> zlJ`H$1gdg%aQ}txd9N)P$V{e<)E%G9Cp#dCchcjj)zb^Q_JYtl#wmKQq>CwQILyS| z%wKUi+-%y)aPgdl`uH3k5f|$ax=5il!S{8;XP0>Qy@LKRhYm_lfZngO4=52G*X!Po zhb%3P#B@~u+{2}&KIkTV;dRaD+(a$07AEmHboTfQm~lw!rzd*=T@oF1GDOfU6q=RX z3Es$+q;NWWgYI9y&gk9>$iib+?-vaxNAYozpJVQMPDP>Wz?Tq|j)AI5GRQhh{^2ZJ z9ICkoZs1zP~eAp^BH;m z4)@5slgY`0$pi*W#xD+uxhZ~i!GU4I%yl<)HQ$k_1W_LJ_@0w~Z(+tPD@pNQ)@IMg z9+O_XerHVTX1K0UBDwhQ0%ha5N5_nO-MP11F&ZZO4taf>tVzs_?il9#yumNHoJgB6 zyBY)lN`#U~>eN5&s2^e_EN9H0+T_-MMC5;z_&P4{dj-pZg6H;NA3uKIN|W&El=S27 z>Cx&~v=xYQo@@BOKmEtCqR0m%3=`eT0;76P5q)|EN!8!J>|J7@4EB06KG9G2g%Xcd z>lE!t9n&iTu#zEfq3^K8OM(rJR%J$XGo1s3ESYZ!64;m}sQi^&vjNrq04(O6IiB10 z1$}qm?bcV5eQbGhb3T)rk@7314`cG~kLeZ0@i(B>_j;80^U5KOE+keg?IItn>#q9K z6+WBmZK*tT#T2&0JdY<3)!ZNs@i|5W_fHHqQO`vVM}4eEX^%~Qd?i<2ok<05uP7oU z9s@ML3*#P{@N9ccj=?iQ^8W!tK)kOqn} z!S0hPHLfM;e>3tT3?3NXPPiTqR0?^3L&lK`dDUxsja-%21LR*f9L8Z(B%O3XNiR#3 zd=%C6GTVseG4b8cy?w{lG+}REcsA)%F$-sEw?daS{}enfIdD@1pHq?W*_UGm3l+=x-oUOrs#L1a$Sf5b zZEfxDMe+?<01sHtn2o>0ijk}mb5}ou>q^K;sFV$$inOib%T*2T%aN^Q6=U4svM2bi zP_Y5-f3=9eTPKavWE4b-Xj9<_$$p|I!N53#4*a7m4h3>&ndtPM@V6dlPWAnQUTf$B zprh^L`tf5ThtVlPi?7ItvQfA*A7E91m`Cf!)n zYAaa;gLoDJa8LCTNQlr@7MLY`!Ix&35;S=>35pMaH$Bw@FRp0#*Q(#>%gBYhSly*b zCw692DZ|`~iJ8`tagSTc889f`=%io)`CV>)okjBe_PKN5ad zkIxe-BR;`JK}vzyo!#Oq0Xy|(hf`rXkprAz#~(rC!0b-GH)9x_6;yE770yd5Cw!4` z5HzOgug(H+?*YA8pmq0k7|V+qKyw7hf4Z2Rs`iw$kJrX#Rmjr72>UO*bn>JyXyx8; z>Ms&eF|1|)q;ya2*XWIB^R9_fPEIWlu{$~j(ZTxRZ6+%a33Rw0B38(iD5CPg{nSve zWQ!@QFKWcje|5lY%OPL)2`_g(rtX_ssBP!=yQ8V-0w*7OitXvj3Zd0X0#wpif2u<> z#c;nKf?ne_ZfJ;5n#9otD0$#0LBr5|7nbV(34SuS(K=uky{CA4WOnHpwR&wt{@e*086S>MH0N~V(%(J%)`(QT)t#4Mx>o8l z$vE!Cqyfes7wCsVEimqMwt@=Qe+sHG{w7UJnNF43$fRtTd`}2;9u;}Xxta_}2@YLueit#}#7ATOeg)U<99%2-&b*9-8qK%-$CNRN(JvdvRW zG*{)U6As1MU-|G`8K_wSf3DWXl4nxAd|f@nb{laPt`<0MgIpmQoe&563f?hq%meP$ z4M`j=%B^-vDSjDZf>0`y5{(-EugJq(DwP<778NH&Xxb5!v%Xha9Ne;Rc*68qje$Xu;A z;sE*1^p7)-QaYCoR)_>@K_AWge|tms7<2wdZ)2_4E&>ra|oz!9KK|>1n z;j2U@vPwOlui#wGf572)`N&1<*{H+5MRQ^M@R2MtD4lM-3TS)*d!pKmo}0df{H~=p z)Ul0i(Y&#({+e#$U24~QCjbBdK(J%MTe~*cf;bJkq6P2|#w}eophyQvYA!0HKT1So zE^Wc@lMI3pqO`RNEHTW+cD8C)9G0E@reM*aHfrBC$EnS`m0C&b(QY ze6SOU6k45<3mK%TL+hw}dBJJt<^0aSE*VJaKacjnQi7y-Bt7wyWxq3uzH;VQOl$J) z6iB~6)wm0aoXK_Xk~~2~8Y@e{S%%D*la?O8K|uk9qkieeJ zunSTme=m(aBC~j2IUhk=S=J5#uoVA34+`LK%#6x&&QZNj7&JF9Wkw5;{IH(bnpoBM znXHkjJQj>j^!tDVm*t4gBVUC#JFpIX95zkdHaV8;KaBO;Ue0?hew$uL2Mq^p3s}@6 zD9N^2;R-j9aIC#z8r@0WDzPx?rlY~A0vT@YecV& ze@nfsvh7*_GzO1caDm_RI*g?ZhlPJC9PnSt=?24VgeE)=M!6OH@C%!YJf8Ss#h9{z z%WUA!Jd?hn->y**xv)S%;NP$;6ca}8I_QhV*z{(|)#2PGk49lSW^mKuO^CcjCriqN zf1E8Nvf9@40R&PQ6iV;hLQrC<0HJ}2{@e2D)7>>1Mb96<4FGu6WC~Iw$L5Qw*Q@`j z{125G!4?M-%-Sx7|Mnc9RtiNWe4WaBDtcO1SCa}SYMT;8ZWPBLY%F$T#9Sh}{Kamr z=bvhCLtHvAJa|Lqu+Y7XsTsiLGB_3Qe-G#-8T*rY2K(r4h|UUHV&OB0k)E@b%eO_z z$~#{C(bRYyJ?7q7`wi1x%=-avYiHwoicYcd=7xw0miX2pRsNkKJaY2x#^v)n{5#tT zUbPYoOZce;G&gjSZkE2jfAuxl8&B)6GDaY2DJaN5VD zJJ~RPo(F*|pO3YT8J&%r^)9zMu&7**khTcMOyxzYK}?C zQ^Uk8t87chx_7DxH^(fv+SE(AR`4P`c?J{R#O+1GF9dfXb1*Am_mSlNqu_sO{(ptw zGbN7_rjSFvpWHbydK+CO|H{I-gVihHzGkU+5&fx;wd`tJ-f#v{e>sGG>QU(Q8$Y@X zZb&!CTD*h^3WnWH;d&r|3r%j1oGuz)WqR076%IHu2bskBTv^cm?4Y$<^2IcR`a5V`sbwDj%B}Vfl|2x_lNc)CoovcVE>+QftOo z<=DHZsm2oge+NJ!1paoTmHdea`tVC)F;;&-?R71$wQw$=rgD0}qKl5Pg23?x)nMZ;8NCB8Mbzx0g*8#pM4Pevgqg#i%n&6m^>u()YHBGuJ&`g^d< zqJKKFLAT&cuJbu7Yr;p1rgOE9&r8FI3DjJo!=w_NOr2<+zZY3JcNW0i9tm_I5abX) zMR1sZcs_`R@rcB40{X9~>Q{k&-!=gLD`J{(m}4z&pmP$*nh^}gu&Kg14W`X)NgtlK z*vDje3YX6m0VKC;*$wzFe@^wUo1ePzbd!;1tT_k0#Jcc@4oNP(sPc(Y_mG(80}d%E zkq-UO@b4Q;9UovOXogo%ecVBCG{bN7F9JN{Zi%DFL1S^Ob-7+2Hn3v0or;e+o3fxYxyG5tpz< zK)*Pm?BVJ91EGShwvou0wJOpivJN(LPXF)9MMio3LGcmXfbn=#ImY2gSHk%aeOAsF zQ!06^erhQI&LYKkvFr4=)4y~ggOxqJCL8BkjNc= zf#G74h%M8vWmi+xf20nMa%7c`I1l&{2YZa)>|weYKCc7<+>cHmR74>9H})cfU5WrE z0{z2uKah?YLPnF-7gBJ6A%NAXFd7aaIQ|x*3Ch_H08?2A3)~gx384||-J~eH-A0)9 z;`BW(`TZaVdNO3auz~0TYj1NT46AGv{;Co@Hg$MY{9+FaXc|nT_8OvWAqLk? zA8pJvTL!)o&e6Za_2K4Dtr}vbgo7^P^tZG!O%pT$3Covvh@{N5NUzl(1{Ask+yzo& zDR(wbe`S8wpjQghiyevvR~t>A*DDvUF48857z_g&W|#)9-Dn)_sDk+moz<5D~zOG2Cw%hzFt{3 zf1-|IlX4(u1{R<61~<9+uFO3r#c2{+DvY%5@&|f4aog$Q~&i^wTb3`r+lMI07`rq$;TDuJkEoMfvV3Yn+HMs`at-)=>T z69#T3CW-j;IY4CsWfj57<+f!;7UkQJe?cFgl>brkI2${DQSus#FArjZ)SIeXHK|A; z8AUs9IZ{gfH3r;KNFj#eXzcrU>)|cDGK5M2kkMv8fPv#A-L{zOs3%wgz#BX&kYFS; z`3yhoyv?5FQ3NC)`PlC5&2MqjE6bY$6DYCA1A(shd%ej1mc*x9Ko#}AgtAiMf4%*+ zrbR>7X9f1!F80T_~AJL?}2EaN-*qZ2xAFz&RuOa<;8!h5{Z z$hRyDwJ``X2{3CHw>|g``7dlRUY=~1-1fO4NAwHaO#>NgKLzSG!(ki+nP4OM8oVF2 z&R|ca32&1pZ(-KE%xoewg3w*X$+OxL5ob@uX@vg>c`bzfLfK$tOP8_~e{ECD7k;l6 z$eTpE34Glc>8qG=#;?z62U%SGSUD8>(Sel%?BR1EC0pmnFYvHPP%ZFW-JaCi_S2_E z=V47j>S~2+UB92+E2U#~7?jCTXW!IbsKjq@4yaP7Y<1{fP6~JE)gu}C)p`rJ48~$~ zlj9z{kO@2~Hu^?;Ec#^`NHHTHuC^+tV-Lxt{Fr!HUTI^UA}6qJtikoIs!7{XvQL|3GaK7 zJDaOZxds~@f7-ELRY&rgZ@IO`t5$>P=TY%VJT7(`dC(g5a``92Ti5-H$U2+7*fI@x znkxDDosQrra0gPCVy1U-EtdtpqM=SRLO1XG+8!?W7-y4iu!0XpAsjb~v3kdAZj@!` zU^bi7s%CP-xnyN3*1kGWr42{EQY$>Enwi+_4fw7Be?>}7(F$rNO;c&zHAZ(gPkpvs z9hfJ6Aa`cEkZq28M-7!W00x7hZOy1YJ`S-+(f6kcBl8JcAaugm<=sgznDKz!Fn($K zztW7DD5D{dm0a0DxlarlCySDGcErQ!6m4{dm)|Eb(h<%d`Zo~=#0pQ%Z*?sy=PBRC zQ0kQS6qQ_m6eiAJSxRIaBnffDn)$7*Do|cd$ zQu9{b27BKGDVCXWvcC(FNCi}VE3mX5M>1ayA4AwlOH&WaH&$F9_`@7K8}*1Im6oA6 znJ3VbLo06*XXJ-AqV)4Ee*T9NASD%JSEmh0f6muW1J)}-#)3zwa^00>G#y8z3R?FC z8Ws-JqoSBu)#PDCK|%)lp{%xu^Prv*3%B($!q8v&0-04p93f@uZfRkKU6-nzgdl`<==tsvaM0NOI}g8vj!GeZ-?%H*rWmv%3`gxj^%xy&Niz`$pT+; z1JD|i!5}^k{u#Q`wRLOX>~z=Rl}H3FZjwPXTfVNgNJYd3L>*x=@t3V1hwnxfj3u~r zbrS9|Nt98KDOU25%p~CU1^_plPG(Icf83Cg+al0)Ha^Vr@==muh=Tr3_Hd>k=_fJjW)qd>i(JllpEfgwq)ZTqg8G&iq;d? z3iCSN*=%nffa$`?s+95@3sQgff6PBKKMQiEj$7(x$@@L{ts*tqYZ55_Gfr>>D3!Ki z?FZx1>;0dHO&%~xrWj?)f*$TDK=ZdKab9$#2WR+NC8^Y5E8!vySnZk+xCzYlJ#u;z zNgY&cvhfpQETI^CU=F}S8uO}M19NxM;z%u|9$tLD<&QBQ9J;aF5fk+le`KpTZ%fad zXV#V#r9zN;wQ&J04>-61s-Fdo=%T9x=%IpZe3 zZYlnR^u8;l`PheItF5ONRVvj(=6%q&_&qkOJ+$T!lpbWBh2Q}ZX2Bw!;o{c(m-Oip z1q$|?W31_rz}<6?$pE}tf7OLy6ps;xLD0s0LF3|q@GHH#=P`7=pGES=PD?Ke(D(ef z{_xm)2%uN-xL}T@nN<@%EBMBc{1=>9WDy0%yrqxz#Ze8c0cItH?Wg&`xlX{Lg<~^g z;%5Ha=L7utF4R`1^XXubG5-GqAV~ zyU{&DCxU3k=$2DwYG$8*N_oEZ@?gcsY}C81EmvK70W zICyGAay|c~TN7agAw|6=u(QCNr8`{_pCL<88=SS}t%Uup`Ye#2Ss4r%y}}B> zNqBbb_LAnoyqN#SsCli;Dm#vx{3;+NCKo|V)(0Fh4 zGw|=Z&pr#^q>I_Bgkx_Ym+T}ft$%Q~Aoo9&13U1P{d0rO&C~59(HQ>xzn6?K1;U|x zabv7C77#ZzvLHzQq4~ABrq9SWn{<}E?HlE3f2>qRX@tnl3=Jw{XhKTV|20nW3w~oD z+*iF{${bG1>x`E68=7-{L@(%%qzJSODD=h}{`%V&q|q=^WZ?+ZaYu<5`!>^yfGDO8hIPV3TC>1|nwuJ^xW!PKNt&#Y;Wv}hfeV3j@?D~(zi zQ>)udL>){N*^7%mqIVCW1~rFSp46Ns&oK}zUUrPl#u-yH%tkbQbs2djwxHjgfBkqR z8qyrM6d`r65>Z5@P!>mY$}EI+tevP9yhdHOBG93gRua|-&iB!%5M}6^fi6*G<2>X9 zUvjGm$tE#oX6z3CSKBi;DJx?QBl`n*xSis@m;w!0@VBNwdl%;5*x*z>@BznN2UN}f zCq2vXY2}G>n=96gf2S_V>(K|KN>=K>$P9zre7cglQ@yn&MbrMXJ&~Qp zG2l8^SsipL>7izNq8ejHx)mfoaBz?6xRPpZ>Xcu*;|uNk90=C$fb%IpX6 zRSg%-a*HuGjUzFBojIC4ocbIr@qPe+U`YPOS_T1k{h%84{7?c{%x}WB)fe9l)Nczr zGg?&gfTurK)uX6=ws%7ze zt)jQWv)sw{No#MaGm<|t4;`8sDDOhnPEYnGE|V2QE=NbpSPFJ}Aq;jlh9b5ppx3cdI{ zo2B3_sr;5EOESfnYYTJ_FPZ%Z3lmg!PjaJ()+;}GsIhH*7SNujX`o;r7Az*V6Xo8B zrT}O>NKk1$<#B7ge}WdO!$ps+378Pzf9z#ubOfBXez!N+lXtCss4r+!;CUUcj=q;J zEeZ(Rk6P$us~NFdSEb$3Zcullj`}1ooe47`{I9b<@ywm6l`?d!KLM^VFO|C3ukU*R zp8L9C@H$LT#Lls!D*b5zU$n?#f*3Uo(nCbM3O|+^7mjvEf6F%LB=sBn%P3M&o@GgB zIzJ7&?cVT^SK-A({2Jce<1pNaRERq@Jn}lGamEW^JR2^jInHw0-0{GV-b#o6Qip2J zX65Pw1pqr3wki6)Q;!J^b@V!b9m7-2QRVxb%$zNrYsQc6z$^R#h1T)0=T3(`(J98N*8X=Z0dGM&8@>^$Yn5RJda&pgWp^W_%8#^YV0O9Pd4vC$wA|b2wy8g;s8*@On(ZtQe*kICH=czuw-jMO%0n zg{Mxd#nOHGw{B)`178I8F#j|V^aI4US9J%ci?dM{e~M#spW3CUPnbTQxH%4i5z%>{ zESv_}U8OpU2mHqTa!U;>!aa&?Y*}o|W+gUKuKsX>Ew*4U$N^X-NQ7>xtzp~D1M3xp zndD=8h{YD@7LldyB$YY=57nHiEsHKL@^A2BUr7neME}sN2fD+0x?;u$aF=RF#6b)LVCjuQ0>wVPAQFNs##xFuX`@Q6`Yg(NScu57Vn`n8QGymE! ze-eeqvqgWLX9x=jO zqKw}zWSs;h_O7BtB};4==mYvj=t&-~f5uP5ZA3)H@q>ro%x}3wnLC3}E|2J06tyAA z6QB-6&N)<_pUYW(Qr=6SBc%1(p%oc=aKXt(4*&oFKz5H#(#_!@N`aO8qT;Pm!~aqA zxtGf*7EFw3IJZ6eEXNhwGIE%@a7Nl!89nq}b>0a=!pT5C!~xTA>}q$L1GXy=f2bY> z>UVR)>f$;@@zT;o21!P1rcLI3P1!69G%cn``7;qcxTgh7*%kB^5mH=<)GxiXNiYMN zOeu-l5h*MvkrNpz8d@N?h#s4+8#Re~m7Fe=n3z|I!#VWw)hB#LPgCbc+k%t8%;9$HoT9 zQZ7?2VTi3&zefY#6@B>NOjmmG=lnGgUGX-^IbM6^tl>j)_-dyuQe2FkgOOK)8EKP-bhB=pVIt2Qt_WH{%5tf9mod)hw#l zv{O2V7Trig_GRRQR3iP7x8+D9sJyriw<@oY`0xn?WGFO#JP|2R!45~de$|G~xo53> zWC6D=Fb7?Tw#nrkYUNFi-0v#;M^`+Hi}WwA%;y z(Q(#eV#mQ3{NX4ak%IdGe@g{$(MtPeW|e`~@Af<(k|Y}M&C}1zV^DYT4T8@sE0Vnl z*2)IIzmtf*5DItc$-whquwQ|>u3evFS!XMn7vgGrAL2R_8PjWSRyF}~(%jJRAx^HHvxl87^oI3?j}CUNfCUkyCui3Y*GREiC4 zCzw7{*Sdu3Gr1Gme}M?tXiG|^ghF7v4RdGv()JJTPHT;#j<5WouQ3R0Nd_cG=y?dD zG<{`A@heXY-0brKFesCuL zjltS+6bu6?ij=i9E$t%1u^Prxj^j2ED|jfGI)w2N6~T*z{a;T0Ly?C6Vo9z{VUwu) zAiQ1M3wAlOnv)ygsn);h@>wZ-_Mvgk?uP%Dvym|3qu;G1GjvY_bdSB zbaO_i-yJn}DWtU{Qoy z2q7L+ASWeNxo=Hx7zgo0&8sR80p1?)nsDC{>WutEV|gF{H2-<+HGSp>%aO<5)NL-F z{0jnQ6h&@wD-W#*ky5>jqOhE$&8Lz z$gO|V?Cl0JK!F>y!hBN`eii3poA-pt!~t~@%D=Sbw{b0XS^tDa{t^^VUM_DOlbFT~ zs=Q1*3dO@FQp~KFD(AD<+5L($j^J+}b)EJlgJof6=2t-blYXR{D;95#7kO@9BRi0Y ze_R-f{nKo#4oDaAtSE%1Pm*;J;!!ZkV+jQ4752LAFmXraWZ^fg36&tvCFh2^z64^7 zOA>*{b#)VqQr1mdZOTj3POBQi9$;IiEKk}%)QGkNC0;O_F#FYRC6}7&-8pBXvfxcg z6U766WuGDbAvU!D^Wdjd1bIM#|CT(se+Y23dc36oVF|`E_Ck7OfvHCzi9x048_WL) z&|lG__4#ZUV@;0|rv<5CK`GTZ_8%Orx0o*ak_2Z=3ibTK1u@HH=$!YH@SUP1PB_n*|lJSZ&whH#!F=YmKqe>J_3 zkDnv@W9%Q6kJ&F8aEp&|6#)G;6NtV2`s|)`rWs(u*bcc5is%2(v?6O%j zYvK2Js9Ss+$Zt5H0r6X{S+OGH=}P*J#(MIWU>QCA@L@gods;4Eo5_$c>}Dzj?ky@r zFmqv2zyF$tMEHNpGiMHf$G<7ze;V>)2{5ALz!IGa5>;oq-w5T^|G%vfqTO;nEfl(8 zgpb~x79)3K0-i)E!L0gx>7S^+E%7O}0|IeO-Z3=1p%CgV<;SFa^O?ONB^NpYj-CXP z5j~K_{}j!?(4ed|0$Ji%F$DH%L~-#IO+^BeVZTy896Qt2-sWZ16(99(f(1Kgdup7 z6Q%>_1R7f+g$Nb0HR%AzpLQY8hzc5?M899DErt~d#V$fnJp;|1``k7m?M#0X&v5`) zfge3)BDd<;$AR1mQFOx6wcXWgi6c@aSUw32{X#j?^LoiiQh~od(2wGFfRCO+kIOLI z?RsqerrSLz#^3&wjILZtbgH*XqIc!FtZIjpgIxU6c|!+BKQNLmJ)xKUKMUQXfTRyJ z%rMM!Dz;PR@wRJya^lc>skVPr4fI|t__mF4!@G>u4Z$kZ#}swbEKHJa-GvPYsR2!> z6eZHe#L;yWOjI%m#hU4Es5ou~np%Akdn+oa(AfR^SZ^uUzZcFzEjjn=gv3Gw=RW8b%<$U(A z27L;h9hfs(k_8i%|D)VyiIG-ndPbc=MFMid_ct`=cYt>p4B)AzD7?A(;l1yZidhuM zT=)7W#tbb$H*_pS;n(czz+4JC20$EYf5a7yJA2vkErJCq&H`(32T|LQ9zdii#Tbpw zI{FbNIA%w*N1KNO54eAIK{p@k%b$zfIqK`R@DN&!S$oZRn*LN`Lb--TmQD;+2R0ooSu>z8>IvZqFKXf6L*o14e}!4`VoY2f6uxz$^jUg8A|H^XfAy)12 zO%m&dga-u?{6r-t_RD3uV@QCu_l&ds9A>h1BIw^2nH6}4(g<21dADV4x9S+O&Y!?o zMxz3DL}#9@5R%E^NI3Qp&&!G243!N9nzC;uO0}`ry#IfTnG2AkI2hKNMm1l(i(={r zy!?IE2itjk4;BEUty9L989i3a79x>I8;F5Aza+AkG&6t@SCJ4SmhNjl>%AJz-z<&Y zY#1EiV+Ep#`AzsU8Azo~Ss~ zd{_6_t4niV+zw z>T-=Ra`phw0T)u#m->m3NGlgqgOjZ5qJfmldhrGwJ7=ZhXWv7K0Z}a3@I|}JnM$8S z!g7BoTrVKcQGLFqE&Hc`uQRBrbs|=w_ddd6neH#VlElQHiJf39Cfy@YCyzzBqUpt& zW`HPd4EV`rDA}(sm}wH?w9$+|BOqZ@CgZL?Y~~^&E%Atfr+(QG)HLc&N+idT`}X1& z48S5I1EFVN)h_jRWn2bzH8fQE$)zA^qwar)__cyrMZt9!H44snW!hDEK;UZ=nN)si z$qsusA}R|T@(Q$uAXd8xhY|^Ut)bG4I}DxQI%bw0v=!Iau_nbeQRR0ZS?8g0v=oEd z$MK!vHDzFAaC*|5Y9{A!X%XHp1ATIi@O=_pi3ZBpq3`(Cwk7-@eO{G0o=AI(?}2|n z@y(N~7ql<5({L3>uTwTg-7*b+R?u(&sXN{%(gXrczn&tM-Fg&MvilpiMWx1FHYkGp z*PxyMYwf&`UE0_X(4)d9vGT^M70V$`_Zs9_g&o7$gx6YbQxRh*(cbj)d!{b7Y(XRC zn&K_}1^z?)Nn9#&Nt^zR7U6Wa$`^kQvfkEbdgV99HXP;(&WKek;%#z|y&U2D2_sc+ z2iEkrRhIf&{(TFhY%g#kotga#Jm3UW7Rda3{8s`+2?zpgz{Ss8!Tuia1%+!466L#= z;+*&O>Vn&8C*xXtjN;5@9jQ(JJy?Z>Zh7Sy;(%LEDxykT3)(PO0bdlHOICl`G22EK zLSri#U<*MLCW`r?rTwlP6CIXh{HLP5Q11+{Ueb8mY&N%xG}rM83)2Tm1bckajZ16- zDN{eh^M3e4g&$AB_1h2`n6~XN7?{yU^w(#1u%!wD8kvzR6=k^G!0l=jeoX7PngFqo zC}YlaG||r9S;%mo4xNgor}ck=-uqigCYGZGr#w60e-f0bs-~O1%lx^{D4?}~wJJhG zGn{TxI=E$*#K{5Vum+_n2P+>fG%a7#Q*57~Fg;1gMRHLq1InmsR2N$&?It6PNPJ!w zNgZpR43PENV7@tk$c9&nb5Twoiydrl&J;z{yRy;h_76hGT%WbEI7NSkU{CGMeq>9% zi^>FZ8w~{j002N0msxff->Cr0gT6;fBE2Vo8*w%3Zqz;W0n7rT_JfOAmp;5I ztxCA_LbVMOnOO6t)}ZPH>Lq^Ap#}|`hY=4Paq67~v6rcvgAhu^pO!Lh|6Z=EC)S%I z5fTo{_s=P|W;2F&e1(691X5~Et;qru9#DghP5P%`m4-40Kbi3vb3l5u=klF&LJ--j z32TTVxecWLnafx#z81~^I8u*+8F{?5Re;}n5zFM!Va#D2B*n*O`^q}0w6)M9X)T5O z0d%fs7q?6vO3BEqYwXPyjRY|>>A|h8r3OX{K**ABn`f9Yv5tSbckyGZJY&KA=*hM} zfLK3cata5n10I5v6yrhe2i3nc9H1WH1UpV=_be{$B+cXXqz{k%6O23z?9z7Ryw9$# z3>+xZQWW`h?%eLEk(h5gPx~L<%H-se(hif`aHkUr z6KBE39YShQi!*;M+-J(i`4bAHpielresDW%J}g(AR3574sa&$DAN<&$Cn&58gUlmu ze+t_Og6DW)9=K`z^cqeuh(y2Js*h{U+O?si@BDHM!n};$i=g;*H@<_p)Fafsb4(`ca@ilWQ(nv*)sgtwaM9Hh z?l`@NWH==)cnF{zDNN@9eLnz|bcpFPFpsUsUPBIN9l=}!-KZ~hA5?cqTd0RziHt1K zAWRlw$?1QBeQwIhspR*#oMSxJ=Q-T5D#E$h35r|?YYO1$gR!PHSRJ<&s-l6uo5{Ef zS0p_&;r>jJHw`Hj%yNXTF=CC`gl{yIO*Le~(O&rKR>C1_Oo#nN{AltmNIm3lJPNWT zfc?T;+&Q1&=gHe`7HK>si?83K$!#hiI>CWg!s&l!%F1*^f$mRIkS`IO_7yT!<~)rD zM-hoJEY3S->KDqH8N6tA1nBL&6_>A@MxuK^EEvFIxY9UICt=`9mCaxnMJj&{$WiGR3?Gho z@#lZkRuO%4y#5D19ms17p9*Ay)HWWcx5-AHVFTt@Sjy16Wf}y_n{4brcg{jQPpn+o zb<`B5?UWzqtSfh4OcCzQ56hgm@H^`>jWIj12M|8N%GS4JN@t7;L?w291mu9LdLzZN zAU-4zV)hS|M^X+aDI`mn08aPgogR;SA@F}J#6EDi#g{O`X8%O=8!gL1>nO!Mbe>aS zYf~D{y>5G-a$7nsIK?A=5JmbC6Jvl{w$00i-oAcBjCC9~6?wppQ+f2AegG#4x$a?N z#s%*GB`xS^Ft#^6;R>Zh?CPo zM@3p&Q)bE@9{^l8#_lCzg^K;x9f`=$G^WjCKiEAZK8QIG*Xi^I(vJi!)p{SeLzPlE z+obpCL6s*3T|JV#YNl5J>E6R9$m4&F_W^Jj`Um@_FZ=NgkVS)jE0;+DKg(*xsU@eO zEr8tQX>_)QaS$KDDEhCfiwj~E`Qt#vnl^>RLj9iN7`YD&LgNiv1cYdTy#vE8!6uHY zG9?LM-5w&d@I02iCm7j#-(9vCIT|f=bb_D~?wEiLneyW?IVayK?XGi(94vok!Bytq(Xn?`*(fLvqWvH$ud)Hnnj~LkL_+TiE5HlOi3Plh2tvEH|#7fYnrEoq2>4 zk?2(I1qv#ZUeg8Tl>ESDd2u}@UrkIc{jN$WYzSCBlt>X}Gb+IxqLlv5HKGU-lf>O? zguD4a_c0cs?xp@q<*uW)e++*Tr|3Om2c%*uO1awv7CWHO0o_t#O)Ox$7W1-Ap{yf0 zuB`4a?~{j*2@F{1DH>JGHk=pyQ)sTE+}&-K!`l!W3OTehFL)=SiR}lH_fQB#%9Mi| zO(>U?@RMsX)@LeOUlq;-xLK;LB`#T$h@F*s*;m{=HRGaKmmx0$-++H56t^v~nMI_E zw7nhYEyF!B7?u!^_R+!F#5v-;KU~`z4S>|Zwkc{vBql~aZu~i_@0k+hydk@L0AIj21kq={3KUsIdS(G&!48gSYNLsWmgXaG@zvU+u19;>T zXO|*U1Hm1|#xO>`hDoH>s)r8=cdTQ|bxZ%_2->~s-%YJL`7P!^{5QxL(G39k)IoE&SG=m8Aft8U01T6C@8J8(P z7MHekKHwJx*WTaURhb>Fnm0K~H>kl5&FL+o;!A78?|@d((y?Lq+NH-XC6o0Eq?|sz z`;YH%Rz6IHC2l-;&;%CGynC@T+Uts5w$Mr z6C%hEEQx6UmloGPX^rQ=f|soEAF9G3|i| zxJx2Kd70!?wmDe-G0A>$I%>ppRuIQ-JjqhSDk>=}YG0)Ppo#fpx6XL;mkUv}?;V+K z-x(~C=@s(+Pl9DExI>%=AT+BdF`unTbxyrrvGAvVKqT>vK_r}pOGW;+BJ$=b4pKe7 z1`5iX;CfHXvZ47MNq+OFgr`1;zLp4i1{jK2HAe7KjPYmu5KS2eaTka=^%y1F(NE72 zs*f&C4nxoKf}k0_)e^m_Ho2bTtC5pU$sb}_acm%)tXlaL1n>1k83xHdN0%}W7L0R$ z6M8{^hT@kKI_hZ4wA)Emun|Y>y^LlEHTCtbf=SpYjlJ9hUY{S>t~ja}Ymm?@MkgUO z-clF%Iv2+eCHLJ0YiRdTd+JvECjTcKV$T5yHxjFHocMHpoqK20se)GeQ#{|qa89oW zEpLF3mff@U_!Nbjo;YY0SDHS!v8a6#~tILr|6@A#!&2 zKFvk&kSoIan3J=@b!B28P&jpVI8(WJpimST261Z2f3{@PW9mN=4?AM3GPCsh#jBg@ z2qUKnZpgSLbUqiAT-JdHFYp>wZY03?D{rc&i{x&p<0n+%&1x~8dwBq#egO6jM7HOzLzjN*zqmNY4o02B}r$lyIVFH zmCoUrYwc#SQ>2O5g--#%vfVQ(~+kO>yw`UzBZ#KJ@JV^CZUEG*l6ueqbC+d z2~i_o%k&>efH@Q5BjBRXZ+5Y~Q#7cmuF3izj0+tpdaov@uvXs00B|cOK z5R2(o|5Kn^o7)2tAm&=}Cb@%5)g%4~jRn0a#ZGZ*V#kPuw_};CAHN7DrgU=e%Ux#> z4FSm%3>o#k1@jY1rlzf1-BW{JgR;sky|SWB6j^`M?t$k%K($&)7BFi4^_Ou=mMNf8 zo%ob1E}g&;fO8ly@rHbV_lxT4er3qXZ}8~lf}`uK6*yL9DHLkWNN`YXyEUpj|J9NcaF5m0f5%E>Z3QqJKzk-6gWw=62wC%@JI1!4-)W!bCi$bf`BLE z(6IZVP&@%yi@wUZReoEknJ2T=6$eHrR^ysoHyFan&629Uo%y*o%i3=l`|&W6h%WE* zPXMfXmV)M$=szic?MX})-u(#{<_^?03~!-TfGxScVb%|nOZ85tSZX*fG|HtP$mC4w zoGS|kd`i9B0d~0Ctk@Xq9!^X1ckO#V7)n6uTQfc2>yy&pgXcEymwQ%9S6>)$dRk6j z&|s(z+2NIRQ4}8;Io*%3II$U^{PT6bxS|o21FU~JM|7-z14!Y=-k5>IrJ)WhbyFrF ze}ft-pk(P3i{#uvPAZ;o@g)gSeuCU%ZF72Brt&gUE?5fs2@3}j0000$qKcxZ7I=qU zr5|p4l_egvR=U~5CC+;3mffmzI9r|j}Xf0cI@zr*s)K35( z$oLum8tlc|yz~=a_tE%sAI3ItdH^!_ttqDSCG88bf9uK^tBXOdj%&SwsW%5DEM1nH z4YReBYa@}6Gc$qgO5Q*zk#9o1TW+%kOtI1Q49y>Z574(2y*X{m7un5{(8r|tx|5ij_t0}cya>5*jVIT8+ENLezSup$Fl z%d#4a=cwfKglvCFjKTn)rdhZ^oOrvELl(4;%TAxj31r1Q!T2!l>y-OzdMqJVE$y1D ziV)}5o3yjl**-m>Z<*tp7Kz3j%GRk`K(Qo$ER@RPs6)eUK2G+r4bB%Pc16m4)&P%} zZsm^4%_d?Z!rw}~z`ZsRU0+6!6k{uh-3s#SFz>x3RbhhlfuQ;#QS{C8FtA$oDg4Sx zM2nTODKH5S@}Fn=eepRm_Vg46$1@W~49!e{`^>Q(YBnz`SMI+6HFtr28eeaCXKcHF z3&dt+@J!Y@l&gY-RQmR+xW7RQ|F&pHM_CUx^Akv8Fb43P*sjw(x}liGS$fyU#AoIP zAI9`hWkpaX4F5i>9oPfZt4Y(VImTD=?Og18pt^f3#nAMMpT_k-1^!2YDmO-?XdylB zcwNl&VJV`=YWv_NuIWlldhiM_Zx$DSax7}AVX^7eakpYEE7FkUBxqMWmR(k@7PaWA zow8MMaVC6^`O=H8VrBmKl_PMDXU~bzJZrt}pT*AX#Fe6dO9mVtdxt-=Fx&7-2A7U-Y0 zG4!u1HmiPUQo9EZ>0F^&h?>=P>UtX7$BF4^=o`adAMP>*FQ(J`?W(psbAmvDTmZc@ z3{($?wvt3oZ9H+J`7fX$#qMB@yyOiY<4q6M&%s>!;5^r)+8E6w8L8-hxTGP001>nu zstbrk$>(W?NUI}aLlWOr>>WLja`lI+2)tYuD-trG2z;fWpl#(gi2_v_mPn-~@&Uqs z?T(m2JJ)i+FTqhpYI zZ50d3{%>*vi*>K@JX_FzQ;%FGXbo}IFldz#x}s!+wgrK7r_81SEW^PNTbe>Bk|e)- zUL14holYTFev%gK13?80vZbQgsV0)%pB`7k&$$bpp9K>t=VQ(0t63l^Mx40DYX>?E zLO5~e-Sj0gV}3X6$tR05QYd+9`tGfEybG-3$V6fq35YV_{OZ4d`H&tG5O)lN3RUCk zfo-HhVU7BbGbkSXUn%)xFFq5j>tefD@E-vH(>u$LEp(+0^&SzRQxeTaXAb>`RraCf zxpIt{vaSO2Xb{XIs@?m(9hPh_$$Qnrp14ZAb~GY`*p7nnb~pf{?~PFmJe+C&5)pZ) z`_{NGOR)uexy&7Zb2HzEqGKluy6D8^Sg8EaZHBp$8PVV*1`LC%UtI4nzfqAY+xXoA zB1I5;^W&@Y4D(YWoXPN?#4GX3QV01m!_wGbSt9Z%@kAi;<=R+Q8LKx{;hVLu_IRuE zHG#n*jPVv|`Z~ugamDQ7LbShruGbQcQ)ti}&+o(e4KOQz6}NtCiSIIyOBQOt|a-7hS;iw8v1XStS;g3^?;RGD?@Qf;l1tE+1r0Yn@(BQ%}?!9WkJKnZOj7TS>kB4>ZPAy1k|Iw@H}{_Y_Bj1zpo{G<=*B#00!J1%vAOX-94iS7yZ33dOZz+Wf8@UPoRDiuK zOhTak4nHSWDAN*u8X|v;>Q2~_8Pfm2fFc>}R_d96CE6W_R5F*`t67$u=n@=s?!{vuN9D-%D2`*!dP){5GOFRmXWTJ*y+HQ&8hd^vO zdRNca3JLod5w~zVPoW&VvB+?vpEcDbG?L=NOCWZ^H*GY3n<_X+8&^s~FF2r{@~)E}WtqAEq9ZOz(}Wp$zxbeMl`1}}8VODlfQG=qn~EGxZ5*dRSM zaT6F=P$=9ZpEcVdZzm@Wj({I={M&w48mIJ~LL;3wizS&}j@Ee%8+Q#?iZKIJ7!k3@ zyqf~&5AQnW^j4lCWB)TcJ~jG{BqqEvkf$j* zUavyN+fpzZ&P>G=CN=vBA2=4ztp^kid+^If9t5HB?+9jF61K}W#D0D6|OzKh4mG)bIx*5Ob7=+a(^)^L1>m0}XMfL56 z!9g>yt)ZwEql0yOMqp6uLBItKC!Hx$&?72%tR0WT>6L_-dK44k8f8{NT-h z$2nPl?KmUO$kHtQDR?*Mr;5O7hM9CZI@}p0PP{x?r;5J%Yvv)FJZyAmDxZ5lW;df0 zcKllYH=|WETlm4sz=joGZ9W6ikKH%FK;UumO84b1 z@~h(>mpgx(m{}eH@$}1yxOw}e4mfItFop5_~Qj)3NSQyu-+ZPTP`c}{!N2klVQf%9gxw&GCC@~Ie zivi@%qM>j|$QfyiSA$U;*?dQTA$I_^h>f6uBm%-pfNg#@0$*iBRJF3fXJN=IP<-$= zG|6DQP}-I)nk2P7Ya1RD#D{08f>m=D8}==4E&A4s5U*lEYc@XePBXfTj){zld z55%_kZSWbzP^=78y))iW%L~_>>nt*K)FT}_{NujE z*h6FgCS+mihq4rUMxRc}ei^rp#etp!@fKT?QJVc{0X=^lnlr z6Q7PDd8_kMQwW2P5ftGP5K2Wx;Ip#MSz6(k01ZIRB%K8_C}d(aM(2O?d^3S#1z?wS z+@;#pAwT!C-wLR?4bXK;0mj_o1{OKl-8AV==Y<7))hRCggHw{y;Ru4TGyh@|9{twg3NA~FzG)FpvQPtoQw7fzVD=5dxw1i+WB2LU z{)D!BAS>8%V{XB`VyMr!PKAotYB|wf>t$A7vNf(qPLbJdDjjKbefPKsjB+e)dA#S$ zBISj{5?Th8#SeJe&RNwU5Fp1@Q0fl()aIo_cl!QzWCY58CT^(&FUIlaJ3W?t=vW&+ z5jXt|55|dv%!oHS>riVx-_&Q?*&*TMXIu>{i@X`{2%GLjFneBtt2~m08Snz7sjH0@ zze_O0cNW-N)lMcLNiKhVREo<@zf4y+8GA&j<-kt=ZTpu6Q=)6`{bnlZua^GS)-1>C z%1PYNitE{biP~C5+0gswDgF!7NdiL+0000$v^)s7_VAW(<_xBtv)Ken)~fhmSV|l- z9fS$dQsxl@(^)o36Ka`@pi?+4B9R=9ns%;zhCjnm+&2zBPOQ@}X1m7hNXR++Lr0AY z1x~Lm{)w_j!q3HKBC)^5f;SZqr#lv;P@iW2j4@JwKY~|~7Z@M!{sJvj2s2|dPw2%T zC}|}y0&@tO6swn0%sgHbzrG+h7CC%Ab|vMpgU@JqFMD|5g_s;?{5Oiv?~N7(q`$C# z#D%JM59uDZbgsRb3k|Tt<&7xIxa5U)&^%4cFg6?xluZg9C^2@aJ^Cv>5cHC-V=0Z( z(v)C-$SN!XW?;EuW5=TT(jJ*6p+m&w^A@ghG6x^>=euwdh`D@`ZuCdFf(ogv+#I4z+9l$OgLyK>Jh7kP@HGlb}AOudW z-j|6W$5O(YE)@@5bZ%=LR)guUODH@UuS`g9EUq<5vml>NT5O26E_siXkYs)wh z{iY=4)cOD^#+DcRrD6O8#YZ$=qGH8=A=lMGj5pkhzNE6ah^n%W!6^`dOw&1_8wqAq z<^0R{K+Z+G)OztToJ#2+^L3D~B>{E#+f@EF9by?2aPiQ0f)kslCkz{UnX$>4wfbRE zhByq?*PP--9CjnhJ&)-t+?nO^mlLRBV=N|La?@_O1R2!iH|!*I1354SxkRFWJgl`5 z`TpKdVc~s-!va#g;r?*xjcn&_RVcHa$VCN*r%kthZwWRSl}(L({DO7PNwsfiE9b~K z%>)Sz*YB-48%0d{??gMYH4{q=pC!W(QjPsFy`UyPtrY-=ea&Si01u43r#Y~#beDko zmM{}_xaz7;Bbtp;Yy=(74{E!Aj8d}$&EpaQA0=`K3SEIJ3s=eGEk$(alma4xy#X?| zWLZ6qxK5b^d;!h{a_8YKvX!y@lCtZ zZ>E;H_=hK!Z}enfq9m%{a;y4SABKy;xO2xze5mMVobJ<|w21-cM?_eE>7`i{+T#j= zE({5t7Iaky(VMBn{lqH6YLSH+9bmlqtks=uTTZ5%hw|mOtDxXRcFb5YkMK&{K8(S`n`?s_}8$nyNE8wdZ7`QY^ z>4tlaxo5F^1RGAF!n8N5kn#xOkS&!qDuQZ`O+#Z1*>Dro&;kTt2VwJX$04E5vuqe_ zNe*Qp8<=2Kw&sfVE3@CAouy)c!NwAz+Nq|>A(Ds&_|uO$0bd$_iBcQ;3d{Ockd=SY zkPXq?@7frwaq^ z&hSf?S98S!Yog!$WpI_JMB%4@lQg!?Zz8}SJ1Te^D5DA4(3EG2300ll_*o}^zfDkg&G*Uks%5$*X7oVz=>%|XgHX_%JpZB`$etns6q-N zkX|7%qBKRR)vq4A57Q;#OyfM?Kdv+RvZaXlx8~)^Bf1rTa@rnah_kYi(Lr>b_YTBX zB19r{>qb(;X0ARZyaIC=dNE_u!r84lV1vRyyLk=Cd&r$V+Q`;jUCfMH!NW=mICby1 z{4BSg4r@Em3t-HyiZt)jMHyhqbD$`PTxD1VwL=qZs)hZf?i$9y4528A?~3f57tI*= zXe;6iakTt@F6uHH6}yr@H2i-Rjm08^+wwrNvD4|vI_tDV-c0j|4+&gWa+f;8!BDnZ zw_>>361^n+rZ8aq@;ZXmr1w!62>X_8K3@ILWCLdLubi8R1+up4uRF1=9h?C-9)0?k z3qD^CxRbl=xBTLI82gZg%>8!bj$HXvU?kFLWvS4ANeR!jvjR35gSHDtrBe5mLnGO_ z5&a-t0zDypFL+>~dKeUI)-5`bp}y5SPQ}KFcN$TfI3)kFCnww;gfhfpf+g#xtG_^m z?bU43w3|r_bdxA-i>iDcu0bgQ3CF6}QW>M2(IAk^@lXdo=sk?t)bzp$sAK$Wk>u&D z*nU5Me@GJrNMq|HIHw!58OlC5^(JX9VHTR$5AX_ES5olT)r=!zag0;kwf)v9*r&~w z*%?0i3Z}W2GmcWTgi{iwTiPS?2s*Q@F!~T!WQh=g$%<@XF1m$0000Wmwz?`gnxSe@}qfFh%{Ote`@fM@#|EtErxd7TKj=Q`sFBf zgC8x}6S|_<{|sTLp?WyNhGG$6Pc2PY1gFGmR-T|#cLp;iaISngft&MU9OB7u1O0|x z4*~abqFXU_Bx1^0Cj)tRG7vOvmCV&32%8RSF#3GFaNc&2zMSt)MhwihBmPCuA?V0QbkFr9!<`1%VF~_$&13MIKOG__T26i zlraL1vM(4zCe0|=k9=+eS>l9e0L%-B8?w6wB^l{6rJS6;0sH2uccD!dEsMCU6=eqN zD}&gD5mW*^8muM<>>1AGa+dHaUtF`tU1p6OBQ25hmQj@oAeuED)%I{twBp8ioq4h+ z)J-6(A7LPrWGkJI=zm4;P9KYQ-vF+nb|^ixN%!tU)i@~F1hjPWmrHXVBVY*-B_rgg zIa_q4NO@K0fdD2Xvz8-*udfj2VYnjh@D+P6m#KFKHFlJGybO!ZZQp3_>vp_ zrm62(7i)Jp2PKSZ7-bT6Y|>cRG7$lj`CU$B!D^|Td~sH`ZGSDpmre?B5!kQ-S>rHm%10|?IOSHunkSm-`EgLbuGadB5lKe)deyFQgSTMG(!`b4MDbL$Q>Wr=LjoM z-IU#;G7qiJFn=^wa08JF`;1F4DYkuxEFj_kdq82brnv2sAOTla(4cz{-xn7pLDg;h zE!{+ko){-6jB4^X@rA@$Xii8iB@w1ys=@3XCY-Y!wp)>#2(zsci5MeeZJ^l=F)U1$ z9U9r*k|*Q}HMKATqwd_jd50!kJ-b)i%s#~_*X46jbg_|gMzIw}p&t^b zQ2D4#Hh;}<{TP`*t5|AbZ>OS$(IUB6 za}-*Fp+%v7^ z2wuRfwv4-}q91V-^yM)OBjpkL_;%;6{D~bPtw|QK#W26UFGuCr8iRiyD4Pnjgbyx8 zHEuUFlhwB$fJ`)Qv5Db$cpLo=HRU7f0$x6rHmd~VmNBjkE~@@B`U?|E2@XFF+#uwD zqkjX6XV8jpy&%5>{rrp*#noP@KYz?d=nbJJrEaI|q_yxGbb;!B7L0TzVcriVXf~v} z#$ju`vO5_OK58mWAH3bkBh5z9D=c9vTYoh@Gevaq>8YQpr{vX`-Wtfgb{L}T@H6Eg-0a|AAco=vC(s;>tDbQ9`v)|*;1z}erw^dwO&RN zhg+Gsg#RB?XgyvGbpeod9Vw+$q4QXMw;-Rb+H)rfkye!rI?3CjrmdLB!4WH?3%Okh z5vYeyU^y(HkFMr{am+)>%UM8{ezp@P9z7 zab->Uulqz>sS980+*{xt^-HL2b%>m5o)O7(ZJ=;s6HTE<3;v)fo*kN>qq3M0TstIL zU|~y^weuhNDX~F%{^z(Di&2QMi4WcgS#tn}c}RPo0gt6x+575^Am0rh-*fwcv2B;J zTnrqx+krXBi9r;o?Vq}y1I9S<2c6gmabu&#>5@T2Fg7Qh9h*L(rjf;|MI zz}FV$(Bp8{8@&s8q>Ty9G1c7Bp_AMxwKox^C{4NhD&pV%j{8zcpO!g327kfMPjC`- zDe&>j1;Q8t&RGy+K6k)QGtGDitZfxw3L#qUbPCG0A8x&q=uHJJ)f$8w2n)LHB!?T2 zRV4T&O+7AneGv$XH>7)5010s&LN7w8$;12`%!0p|U;e zxO~n7C+ma5E^^nB6uYYXK%mu9KJ^EM4CR<3ek=S#m_)^ve;%MLY=8Bf)omH1M;$D4 zYVF=0U=oCl$2OvRcnt5ir2*S;c9>^x-hDlRaVS{2*|yi|op zjX$1!ltT2Q`o(De&`zl`tsQ_|8iFJ!-B_{>b8!c8badQp;2HJz(-~N49kJJ($g2sii1BA4G?>0 z`srZ-kC9~4%7P#*O!t~KO@Y|iYN{o~l1n~%5~=y-$2z;0e}6(w(qca->_xhD)bCl) z=>91UV5xRqJ(D`8^QN%Io6|Cwb04B*IT_|vB0Jrp-dh+6tv>pk68GJrp(dy{_lzq#2sF_uj|27{tzv)LVrZ9^a6; zYvVa{d+%BtqkqH5D5kbO`TGT>pl*FI5)nYZ4(Bg9^)hKQ$8ThGp0!jVut38Cxe3ec z(PP$!w(f2%31xgEs#BK6QfV07XCi?mMCwoH_gLZ)A@_o%0-0121doej*7B{jC6}E~ zFG{wu^q+A;0mq)S1-E0v7$(pU8{9{3?mqK<{|4~s(SP%>D#o6Lj|*aV(=&v;Z@!Cp zHY8$3mD#zm_O}K}ie{`f$s+lm<(T`?xOwKX5Fn*@#vv$bbZbEid0C!b13CS)qtthn zP7@hfy{Lu?DhvGXO9v?b7b^wya-@zn=c6UJ)O?R+_$3+sEsRID8JyTEp%Zx2UG>s& z6-<&l$bSU=*K57`_RNN_$`lqZytg^YX5tGuiZ>>j&#ijrC3p(Qf{~@1LToY3i#M1o zE83NE7~2?k+#@)|w5nXTfPevbL!b)i-G1&q!I{BI7tsdqob(`a5N~ly@IzhQ^5Tek zC$MEP7J@s+2Qc$-+oN{y@+%YH5~j~IuW^@)sDC%VfJtIWQI3f`K4kO7O=2eLW%;2l z{p;eaqjS%=V0jv2?EvdfLi`w13~je;ujp_sHr4tU@x`}KXvm>|c?K0_rC8)y-VeIW zL-r5U4W*_=w$Qf(ia6-wK`On3We5QgP-I&~$-Oxn5BU`myqL*Y7%qAq`7b`^wQ+|pZGZWy)UH+h-lFeb+QB18|>PL1;GnzvV1oXU-EA=I$GCc zr-D;XGmdB28K5L7V?e5=C*n9J^};^UeN26U^QvIQx3C#r>`JqM} z;@GJ9RrN8a#s?k4P zgjFPv-ZK#O9?ytn|D)OiWTG9^2Vh`3jONJn1~o-Hgl!OKj(4e)LzwZ0iYT|JDi(Ib zSEfrJjTJ7uRX6)dYNZONBAw|cW4`p!8(ldNaMh)yRLK&9P&v3EpVZ}xadNLALre61~OdXO~lQ&A>mY| zJ+@NeWrCmvV4C2j;nb505HCaPz5P!cRu8`Gea4HpOr+3poH&09atB*i$$tca8o~27 zG;Iy&HI4IAR;D{bs;dj4>4C;q2Z5#*G6V6)@SEh45zf7VGnb9<7uutXmw$T{P-te|cHPHA(a>UwjX!$NvqE}jE)IOtjW5v7=n^vG zz0>`f$~L3HsOMK{*`9hlbUC2XR@A#pa2CEX&x3)Hi^X6Cz-apjXSPGD zx_3s+=X;6%csK$#$mmLdvxN;Wc%WEoN$UFT$-hZA;^XvOMm}UabPSgqiW00u|%~3 z559-VcoHsR91U!izvLaq7N3b^oNUQC`t%oO`I&a%tPWrU&Z{Z%GQEZ$2cjza2K+GT z5h}n-iB-Kjqxjbe71P@@>DYj6(^^~}cf4lj54$pa-`qg#91|G+#zoBcP7I|t#&3=v zGiB2jHM|)4lyI*94ybE$KEApt*_{t^&z;W!(M0_cF(odE7QpJQ2Lx zZ5rs-=-5PF(`UnjHOL0vs-{@tTaO#;yt$G2g2+a}0Dl}GSsu%U$j2plz}5IXke`sy zT&GU-AI-Igbdsbk3cLYn3z!mku-rV{#~Z651NS!5P?nla4}q`*&3xG=WSaxJbFaHn zC;5Ov?(3RjT3TU4tD|2iuA6t2&uY$TuviAnSQ3rka0^a1p55%Pl|w+ELgTu28WI}- zi7WJ!dw*~fL8UA0U#1Stt}`L0`c=$#SUfR~&cG_weoY!S%E3$$IvndGC+BGb&0Kz3 zXJ{`J!fLk*dVCJmm%;=oINq`%eKlCgecn8XsL^(uWQJ8TE@BjfAC1-r&6%<*Dkda;F@vS5*3ubg@)kdff)lMv)SQV{~Xg* zdWxDG)QhFxed{>It7fVH2JxcE9PC7RRfrvwZm+;$Zx z*4(j(9k9Iy>E?SYU%TR4xPJlkS=U1^MZg7OFxZ~XPz8U;^nS3g8l8x=#_fO`x%W}l zYX-R&MV1>SS>B&?I9PXz9Slsh`j*?)t1fCGo&o@&pALx2YH`5B<&5-cj zIs-dr@W`vJ>mmKNm_2Mf7V)A2xno_yB0~ww$X}}-noev9_IwO1S`8(k& zK$fjj=Kp`KT7SF$kvfOf*CW=5N`V!;$w^xG%W4V;4*Rc0y_)FL7P&-@p~8T36a@+| zq_H2^-suncw{W!>hJgjY=HW*+>h%YpNkyS&8)ki$KjR~Aq{#=!VB#^YihRNMH=uQU zEPz|=#uK@))&`f(iSs9maT#2UHiXQy6(wj!@dQ^PlYfao$9&F%ucLmJoBFfaH`m?C;cEd zW0e_LM^8H+&3oW<5iG`hvr4K+M~zqLlo*uGDGAfq7HX77guwF|Oa-~Qigt4B)IYMI zr>U8I(|-aw_1*gj*hCd)5zrx)1VQmahX_rWRVF4i9fSA_6RXfz?&YAY!E=P?h05;o z9q7rUU1C(KzDN~P#(*Z>=+hlKQhOzcVzD9uEs2;zE4z*l>f`@f8VYpH17zh8_!oUF z>h4ikcUkvsNgoR<31|%(LvOd`7@M_Pkr?s`W`D-^0(%SRyb%fkSuAiQVl0N{x%Nqd zEZ5hSCkfuwg88)VxbBLu#K zhWZ#h)E5vm=-pe$AgL;iU;b=~&&B%Q?w}vEjG8!v8C^EHK`1?$`PT%56hYV#XnCBa zM1Q0q3fr5utj&FKi`6*8-9j*b1{*-91j51j;qFTc*_J7wN`Rt<#=0g$clmnBax~*#ig*ksk2LKKX z^1;ul>d6IT`UiGtaGEtT7WwDWZr*S#eO_Kp2a%M}5^gDDAeYs~#_5aMSFcv;{7At# zsrxw?U@sGFGwkU6{WJft*u6AW)(GA&`9Z>PpHAZ@l>3Sw5kIXRE4LdEE*M{Hj(;_z z&fDcU{hpgbs9Hpf;0dK`DoMo-?gQ5@aT3HXA#x$>d6%!WO%+vFWCc-sE`jl2P`=j99dCP+$T0^Lvv`U%ZP0KKTq&n35CTn;cgk`ht2 z-W_ZvCD7E=6k5Boegf^CRc`F3S%0i^-jRSple~RYN@6exa}2N^6D=~1r5y9v>tGJheP2K5I7 z+Mo5@X}8ad`veddLsAT{0L!YumTp?&{RAU}R~O;@K1_~22T#!ak&w2XeR2eAgoRbv zsq}bV5$f0r0byG%*sI>jf0VgB&d|2CQ*;XBfRR>5rHCM=(^0W1!@eVweHBo~&4ot2`tC89Jeve7?@pa0k^k!rpd<;f5AU84u3!MT9 zn8&|eC5^bLLkxVZR?AJ4XNJO=JuI#Mt5vv?2<>nfu=N&aUg^DZQBT=||BG%-#T-gDx+Qn9S~rox99H7LG+I zj)HDdAz3J1;}O6pFn@m>CUaRP$Oz;n6#n?>p{%; zimciWi^}EFw$3n9Kgd#VA`mMwhLpXS*5^n^&z_FluwkF%H zr3g{f`|%|I#i94`GnkywHZQ??6#^t9-fEHMx&#;%G0-%6Cw_S2wmSt84=QDm9}80dVrjwoE;z`ab~Gr|oG=^?L@p4F zvLX*ZYMFY*SATgZI8ZKYkZ|tYG#5Q^D}KpY{RHB1>v4Ap_MeOfT^%zrQon6A_DFG8 zp39bK>>8@JHlSm#ZtoZw#1m<^@+^HFLl1398xAS)5QAo>Xk2JTUVunE+=glrRsbFmLKs(d2oxoyZ}!8b}#XPtSycPl$#? zFA=X_%KbG1U5E*Op+Q!o6pP+=5_yxBLfzIE>A+{&Ic=)gX*b&$%mx^%ijoh7F%O!syxgIk_bj4o zheC>DBl=qVVte<4RSb1IZWef62ZergvP-LosSLTJ2gxm-?ZYC{OCY1%ha2@caj5 z4S!++yV^iKE^8K`QW!`3VM^htqc20}r)SMc+KYK0ocdjQF;dgp@J=ZgkK6q<9Bw<_ zK%(ThQxAtw)`^f3COKgy&uAf8ouu7h{xUmd>i5Ig3U$|+QG^w&a_;#A36`vg$3kO& zfVcg9+AoM3Uq$BAce)8=H&802#}?iq?0+Se-O)1|VC;(O)y^B}TCaPQ1Sf3L9g3w% zLMxn#D(bL8+^M_^+7d}$;H2a8u~bh`D7?X*ZkFVcN4}mG1^loiT${L{si1lSA_LVB zvzogXJ>1Q4UR~rTD=3c25$3`K2RvoSU(2_C*HkveXkr~Ljf$3}#_pOtv1gdeAb*uq z*v*&;*5q_Ri{GmfvczoH(N3e;W{1Dmk~ zM+c&7j=^Ax;uEyE@lV=DN<#gUiP6250FjplxNf8j&P<10eG}oUMFdx%D+dGQf19%o z3nRpSUY;VzZl%)kl2K_j^{d`h6MrM!&<>S@ZvgL?;-X9DcG)9TyQ*w^Ew(}z)<7hE ziWn!4#bB^FxU0Awq>n5jEoq2-UTuX|;(I z0IH{@oxYu=*qegP2@3=JetJD2|Lrs%a@o6-=;H1G1}BF@)uyQgqhB(Yo`1C`N(HkS znG`A+t=q6&BTyMwcoA2!wMEqQkb&6?C{uO{$D{Ba!Jg*=z7~4vCtP%zPrUw1_KFwP zZG;4HrcB8kW z*?;91U(%;;^v|N_sJC^7fq%ucD<*MhK_(oXQ_i#7QXvJ*6-gBHYYLuwB9vLqNZC!_ z7W7Q=13hOQ%RHjcyb0ak=PqKRWk&V_@pZ}oNkF#0{=vbOvm%mm+_leC!VQ zVg!aYtYUU*V|Bi&WXw`=;~=XllIh>)gGxTp2FDqr4<+I)dkD6wtnS}X@I4KE*}lPv zi&YEj5Mxx4K13McJY0DOS~Y)$TON@C{lS1Qzz$=8&tM|#nRg3=Kr}9R?Y`PohY1q_IPEJy9}hVLAAv4NU!7yQm?Y=8t9-S!S5oS5|5c?cCY+ zULbm0U8V+|mgm0>+WF{(##I^4_$MczIZ^7j8L3&Atvi2An9#oyrOOhX8xF=!$1Wil zf_cZ;Dz(9L+`K9`;tz^jg>kQW@&MQd1I5=HTgb6?vV;7^x7-;e)mwBEiJZ8*h$YW| z(Vfs$5ItgEo6?r{hQwR|?YwNREgte5CQ$gAYt@Y&D~Ll@B!j!(=k3JuU5X+K(qluG zld$ql+6u_MKf-ru7*~6skP)5d zNk0X_3>)saPLQ*%n&r{m8H7?#n}1XNT za?1Z*Dy=(KR=Y6E*_H}bfzSx4Ei?k58v4o%txYYrxz3sL-$=yK|B53)maZ@VbA=JI zN_7z|Xz)Zs9IzT8_iFt(z-34bw3SPQWOV)HRDM)pi;D{OF(yvcOeg`iE{2=pWr3dC zTt_4dIf_n~@a!6@%ASTuPyZ z@ewTAr{P5;_j@2w9dvGyEgUn@{rZzM9-DvQZl9#d9v9qqm(3>k9Y3|f+!7Le(X_IP?$8NaABUpohCh!iH3U2J<>j!#WIb(lH z0ktBftx9q1@mT$cpC9w8&~Y~x?>#61XXnhyc9LNC8YiA^b_?p4ZpYhrO)AGwuaFTj zX?yzzcw~8^1y{hUJKxb_6<`io%(gxxgBE>EKhDMJq+Q&_dn12MEDaBR?HjP9Ul1|e zmwkuHNd)f^0g2u^?(d>A*q*}y6mx%gq}D(Jmm#H@vb0Rw)kY?Ty5$PWQKpCbZX4c_ zSa2Y=@z-=^x^(Ec8Y~PlhouS)mM2M<)KQUb1-DJHD3(Gbta7z;KD4IMM%v9Yv+oLU zeBp_*hGd7@(!3IDd)2-n>!lAwrb`%?`~{Btt>7Q`?=^E$)n+YFXc8u@<(b4ri2iskxc zHO4S^@O<^^Isnxwfy?M6>f;qDUscmAtO4XaQM+KTBjpx{kF2C#VGK#Vs<+w~R5B9(pC+aJ#(uFJ3Sg3sS$6t6bV=vZ$r7dXn_Sqjy0Xq-tEyX)4424Obzgd6Y`%&yZc%`>wvWW3}ZCMfh2*lK}_V0JTA<-@?#RRW5s_Qsbi;VWU{PZ~l5vy}V>B z5l||UbB6*LRNEeZc(>WpMWv7?d*HfO%@iHX3G6Wt?`L~A6?DA1lZh!v(FIlL4#3O~ zW!F5Fd#(;K!}5RaT9e`_HQ5fMYv>3pMa8iRjgA8?4nXy~qi|_?Ve%?%vml@=W$B^5 z0SgG2{(4QE$iDYq4Zm#^C+>soi5dwGtd_v=$#s2cJ)s~kc-MqDJ0a<^Azs8ILU0rc zU5(cbF@(Pv?+6}M{qJnelJEpp!u5eU4lwSn_pX!@TibumA~q=*&XP}9D=FSH=cA|j zc6o5tU>J5-Y@JoBr+0(K0v(iGo+qcUtAJS-H!@QbZVb{NehVDD$#B%IVS5|eL7}y- z{d%A$Es`u=5Gel^^a3MPBLv(A2;{eoP(vCt9Rw9p|JjFXwFb6VERg=DQ=)u)bQv5l z_}t%mmk@t7bBM@4R_I?$c1W{1G9Vr?VBHgq(mE_&Afs^Pe1vDO8A56gVZb4pxWNI} z;Xg=50HVh*hVmf4+arLo6?WmBx-rkxyybaV{p@~WvWXr`nl*o7%77230@L6A=`lHL zjntOKIkCjHp1RDS8|YKC!Z*?Vc`7YgOY%9O4TXP7+|(Gg$HqC9SpYlyyP#TUOBEk^ zs0AAVBU2sXY~PrhlgDE{R9foMqVF06nbMk_;aozS81aN6AbL^PGXo(a91V0HK<)9sBa4Y)g{@hA*^Xv3-=6!yAbmO_Ky4LdpTfH)s zja7e>^Krm!K45EI`_WY^1Kozv1}O3w8}a*)2W^L^^ri7Q4RNf44*z0yK`LDLp#ltp zN3F%?JFm$38eMAvxiY&*@2VH8RzsaFevlEcFnCwZYxC>ERe6~BMfE2k$hH{Yx8h)e|3fD{SSk6aFwUDf@7 z`Yo)FwG(W!5)ehps8fxp1Y(KE8jd|7{Pe=q3g_y7<{t!t1M<#tH6p6Dp+6V>i+;?9 z2Z@c2A6^p;v%_dk?+1pHAHid^?}1|}JkcyqZ3qcQ`)sMXhx3Rbva)b%M93je>79FW$6)77V99#=E>kbci{2dGa zINp8gl;(V8y{s_b>(aS-7R#1oLxZa)?`d=C48RT6ye{Cg{uu z{LNOq{JBgDX{O3slFG`hK`n|TKwKZ4CrVg6jL}~b^DF!MaO5E1ut={XS*2{W_AqSy6*>h-2N`N0R=ELyXm}WcAWL!;uF^2fG-fVmC<8eOq^tDP_UK(6?zR!bgAv2&-PI_j;Xm+{ zQEoPr3`^N;rxg9xQH9UIDWL-dxWfXmT*Ukuk|TLe-iI5dBV$#hy9clyYC7brj6ljy zd|jY~VR5W&_lXM3ga-wZ2xotBw#50is?kOJ@#abR&vd*p8@nHMT-4LM&jSlkmL33_ z1XRJ3+shy{^#rwsrPxr+0!pF0aUK}rR8?KUsu!h=ao>#Db=yFlS;6CT=KV1r^0|;tAboE0%oLA+8KXLkipYiH>R3z zNz3|l0&U2h%i;htnCOpE`1lPV4P+Y6gQro#qF6hbQ?wA>U~(BO!NlcVny<_QJPjl& z@QD{=W&Gy%LOL)ohan^j+xaq>h~@Km6uV{LYTTiu>i`>-;Rcp%UxHWb6&W`UXKm*x z+dC?fwm=xl4{0~QeHec&i<#CO1iMJ2HLbbiIj~ghAazC$?lW$BE4C)|6E6E8(+C(o zgEF(1G`+W%DmHKuOmk*sDJfn)IS+z3k1hopd0Fq1|Ed8m-xly)e6-*Toy=J{-Oi8$ z+wX&CKXUUKfpKDRCyc{yX_%Pe^Y%Q;8zuOyof4wU$7rd#0tbJyE)ALLAg3ZyS(tTU zs}BA`cH(|M0YcEI(jvcJ)}Dk`9YR^)$#=b{l&{Qi&5^-P3PARAsqvj^0xdkqxUZJW zB;)btRHiUZfN;{8jkukryejT7LR{a<%*A)))cRSx6ooMjzm9kbPdT(tYh#f+Y}DKJ zV&OfLve2H`(;$Bdb`UUa_OZR*am)z;=M4dO3zxvVIuCw@BGWmJ;}IiFRUPbYJwT>% zs>`YCJ0J`$>5mXoz2kwdv^*xJ!`OuJlo+ww6;_??(T@|bqy?6SGm5Q`V@#BK=T}@( zwlPC#Y9G_Ft|}=}eFu-Ap{gu{bFW{x%_xC+&AZVd8cu)2j&dGyNGazaOqg3Um27hV zp~^CK_LdECh@~X*H~6QTx55d=v}y`mFonKL+%^+iq^qGyEF2&Y+x_#na8ULgzYsnRO@HM<77S z&-|9!mpXrh?P1_0-qYHT95tWFA^;FN2-q_R13d2UE^OHi2U)|3f5Ye>42bnWB(29) ziF-E~PV$^+SliZ=er6$J`^n=#6!}dO4g0&PiTR|9##{fCv8m_p?zByXjJ^xFg3zg5(mAJi+H7kNhD8JsLJk2yaOqXqaQohI4#W=V zPFjWW1V1`s3FjYcETnme7T^R8A38Yr zTEc%)4$B}KqY#GFeDqC^UB#(E^ZVZbeGG;%g6(s9)xj5;ZP}{M5Gc6hO-gvmP2+zj z17bF~I_ycSOZ->blDA%Wwf8xbIW9H-?`dxJ4tBf@7jSfg*ZB^IyKSDS5$o;%FOAAs zS_;BJhYnMowmQ(vDL)I&wz;qKXO^6Y_%nZ3 zW+Pq(>5XOw^^dCO=gW7a%N0ecUyjZL+?+m+WU zv2cWL(mmL5m8!@zIjB+G=7AxT1)YC_Ok}XAqxid%177x zh)W-shA_DesnJX$A)REHza-q=Nr5c@8u^R=b}BZNE10<_ zo&qSs5(?hcPXVP>TgrLEYXv{1v;N<3va-&vjwl-kfHO|RF9r4Qf|(w_U9QFBl1b3l zG=*zJZ(k^rjM*hAYfUIFyA9|Wea|NL9FWMTjt~lGUFy21t`MlXxa;TyosxFJ03D%s zGh=!AU#w%Gh4tA7W2wUas_1{FW|uMa#lZN+NUa0ertg6nSy>EC`2OpHR)h9l$F12B z*m(Iwr7A|y+oTRs*bb5@=e_1|*91H>X@lEP2pUu&#fTqKZd@MO*F* zdIo<9%j7gJFcCL4Tc7^{I}=3^KVtV=*{KuW5zwK3)dDmpx$nsQp06kWit-n|TTPNO zl)3ncC@TDRuku6tevNk{i)VYllm|=g!6Lb^@4?g)ElTy*Z$(j44(205JAa)aQt4nq zy7GC1yO8TG`)V_a)xCej5{`WHFGam=5{HwdDi!>w+B9@{hZ2Y98?sYg2x)SU!nxYI z8y_$=`qsSXEWKWfB=sFMrmTme$7b+>iKl+&`_49q$PqasWQS~AIh{smPZMa#GB-e`}Atp>e68-SO z9E4f0!ZPr~II@4BwW7wD8-ly_PL*IQG_X3p#bBhmnJ}u9 z%+6Ce0ZS3oFy~Dn#Ek6Pr8I_Jrd7WlRfShm>F5*ccN(?G*UKB*EU@?|%?cCNU)Nu8 z2h64tc{@LmjR3%+6^G!8*<&!u4;)Dtm^d1qy#WodNNs;0)E~=aX4+Q;i~qK>{FkO7 zWEcU)N21#l*!j7@H)-1b^h%vI1*|C}zU6@;C{8>o!k=B0@|3(K0L`+#<4JZ&l$>3p zIt3{m(bn272O@9>`&|>yl^0~cpR2G^69X;uz7fU7X z+~OD0QcQnhY+ZDJWo?(fvfVjXCMRRc4CL27h9rX3;fi8{Is7?MxZ0H-upD@ZczX&` zx}>!k7ND;QHkX6gPwo|tlUMtiK(`pUk$;C1oltt0TE1fTB4%t6OpM)@L&yc>FGfU( zX~VxFZjTOh-Vf;XPjx0N6qSUPRmRhX^>Z!5@#TN`n$nFUZQ>`Pet$4%Tqp6pPe#NQ=Z2O=1BGgQ*2#B?#Rh6mj>2J_|-NVdSo7Qlr~p{(&Hq}fEsG-F&oQQHUL1E-A0#$1Dr|>(y|wCf@;^%HSuN)vx=;4Yya**>?0cC zalip=e$ZARps7^W;chA_j6?tY!$vpd^5qM0JG)EN5!ns>3iTZycls+!ff$R-vps*N zo_U$kwKScdO+K#PT344OQ#SOX9L@ZVD{N87kFM*nSJW~c)?8UpmhL&$3@wk_Iw<^h z9K_FcVbNp`TU~(RIcSX$o3esHhx2yM5;UCzb&&^Lgk`kDuV1vs&z zYB~qe7^R9A{inWQ8AS#c9F~#X@3Vh1*(Pi3$P6_Cb$d_lrj{VF&Ayvo0T>RPzDCAG z>u(y|F1aq*aTU|7PK{^@{9xS?bIO!;FC*IXht8RV@wTzI_(H-3y617j;HODjiI}(x*oKHSzrR;w}$<@-{ zs|>VnM*bdFsIiv7Bv1G6ERNF~e?nrudqXn8I{KrkNG@nc;o zB_}qUMD0u^aloxP51x!-F zVvu!2Mij@&Rv8}5#D~17WOo7FH#elz5!DYLFL*gDE4FT{nDVurrhOLrzC9J}ng#vM zt7Y1}Y_(sk9zT0>kF$R}LegkGGpsLf%3e~mx11CIt1mhF7%k7T9u?SK*#g&r?nXsF zB`hm0UYY`WGPP*UdvUepFaXWu#1a8IgX5=H`<7PhD?Z8K|x z4;Q}rmlqC~MURjZ49*y88EuCvl}|HS2@QKfHMM9pk)CIqLla596&TeKuiu5_iIB)5 zm`n1wIRb2yOU(j~(atDxF;{R!y`agPxhN1D0Bi*b(RzQf%nLSY!eihV<&r>$JuIJx zUmB3r>z>DQZg7XvCkOps4hr>#?GJXCe-YwtQWQxED)47hkpSZ zukx<&t@cg?fr>e)QTrefs962SHNg;OCNvFM0{>`4Z=6#dp&jDNHL^(5yZS8Dqi;iw z6qSN82Ht-i!7kFkgrE$R*8h*K1YI|YEp`OX~1i)3fQIY`y;97?wbFyhOzo*49zosS-g zMLpppxba7#^z_`+f^pSedyFU#ZXh&GIX}WT#o{?3=-fq$YRNPE(%$I1@!C7SE+yS5 zH#WX=E&|Vc>!&uT6Vg%^ZE@X~+Jv3u{Y{J$lVG#`(ReWKw4DOX_54_8uf6!Dlb zzp=3Ov~-U3_K6F3i*zEVspcRWhptUm54xrosHgu3%C!!^1tCgIDybi$n*#3GQlRKl zVX;ipSAYsFjJkD2cc&Z%*Q;iZ4NNs)jwC3(%FHl;G;|UwlD4Oh~VyIotP7$)sN;Vxupk_N@rVr6Be|kN;4tSj=XL1u_0RoA0&+Xglecl? ze53?5JO`Q27Wzq3cLVJhCq*Yp$WFJ-DT+-y*CfB7{UHV|zxioGA*a2&=l3WFut<1% zUfXCLJb~BFI?N4=HUX)3rIXkw15idKqJrk3t0z`S?1%m$76+JnB58k+UU$~9e@J6m zrxYFQ1xw!4tmMayP3dw8DHwbq;sm^4M$2dC&*~tRq!zkw(KnBOkVQ`|bo8j$Zh1KO zwJ4M4f3|w6`htn9GZV4U(T)mkLgEA?jnrSFjIy3hDFZ4rq zp%ACS6LKla_XOB+lh-fEY8l+g&i=eT$Oz%f`e`~V2e*7RHT5RflJT9c{7FPcz1@@I zj$dY8wir;TIKTz9!lm8GSEMeH<=h4lo@Esb(^Z8(*S;_AViteTfXFfH(n2JAYibb{ zYov^{<_vdWN)JgeJJl>nN$=-qs-%BS6wk0C!&A-&h~I#OrV6%0xcN)O z7rYg40@8S6v8D+c+TMWCgl}KkufxQG;!Idd=t)iaotKQlKchrnhOSovQG_Yq?tVub zy+&9VB1n^vk*|OEY3lP=zy4Cv>EFmUR*5rVhTr;(xFU8c>)VK1yb zN%wb9+$o?2bV@qr`4v(i0d}h5hE5!@(p0XcKt{HBGiiTvL+zsC;mrGiT*n;hQ7#FJ zwsRTv=dK8T526j!8y9rYtGkmLGJ!R)qvXx&?gq#JHD4@PK^9IZx&bqPuUo0NNbiXw z6Kt-pxARVycDl~lxU?D~E`<5>aFkay0c!=gQ;yZUPR z^hFpX5E)Zd;gcRN&FF^xW zjZYkoW&P5WZ?H|G8@WTaZ>-1tl<(ROo@kgCM%@`~o)&<)?yo1K!;xR@ z3%X{oa{m7RL#&;hV|Xro$1`<~^WHLj|DD^^H?eGhi zGJ`6bdC3ifOjgC_yk%&FG`Vb2O~I{nHZa^~L|YuKMLGD>0WLbv#M&aAbJmz&4YV~^ zZ0-(wGTjGA+_4E*cDv{}$kakRCMthNv4VA2d?soPP5sKC4bmMA;~}^TL6|U6j}syx zb?#^;BsX|-F0V10{Hrq?MA1T=c}-9$WloaOD3$9ME}Ba zw@1b?C4~&VDp&kG)ckPapK51CEP7#0cXfK|$Upr7e zk7K^yk84SOp1%qcaDXboWw+89qF2G~6Sm8`QWAO9#~83(hbuI;x2U*#$d{%(>w_*5 z#8TME5~tK5yug1iWVn{pfaZSr>GL6K zM8aP}`jdcY87CFsC9P%c@0o{MM_JLvXTg8k1$k#ddMZSD;se)6txiU)zBzMK{%j z#NZmel2?CjFPgq+;}C)n_NRc(`X5A1)&WXZ%9>S7MMjK|*=^Mbw^I z;=UHFrM2>!QQ_KZvY&JyvA}T6>B6fql9a?{e3s@sz}Jd4%GFpVZ6B%Ea-J*WX0;XOOLp<$AEbG+GAgiw#VuUSM9(tyY^TH5G~(a+^hyWnEaC8# zE9`$mmCKboVXqqS*>sn;S+v^xgaX07%Qow`INfeRR~S?Mq%ntG(WzJ*eq^0PKbWHs z!M~gu(%!+3=Tzg*Vj@cWpVNqijK;k~N*_x&?I$_F?;!nZd#Ry*G_4IM{Vc}ru`);u zfxsU3eOY#2B&V(B0ASs)?O&)*EGL$Z#(1^=7*n{ww8{E8zOt;+gICb?` z@Pja>U?oLhpCEc@>&OmvFh`Z+|T;+3@1T zCL4Fqmm3wrmid(cL6BW_Tge}vC9B@Mr8zqYYpHu|=>lXTrkIi#b(2RfD{S8YZ`#h8 zUr<-C1XiYUfGiNv%`_{6YUj9;y_A1908+06&7>Fe?Ui`(O*h6lBSTx=6qN5R?gE1$ zmxa@XAp3w!X+FLzTD5%(%w|aDxe||k(1vPWFB^hkqDWca+>x!)4*E-Knp@H1n zBq}KE33U@{w^8doS%Ea*681WpuFT<)CJ~&)w@Z;nyeZwa0lOQ2T~GmH@PB_8(HnF@ z#P3-;&Cg4HmmNb2P;aTQaGj0=yq5%8rFN4{fDTgo-&9zF_4T|Y1|i9wxv}8(%+}*L zXyiD4*Chl2;V&~$UN@IM%E?M~&)Q!ouwytm#p@$)}7Js718-LS@^NVMs0 zZxkt+=h4C&9~$H-C%f?24>W(vP_85*Q6^RXM-izs+1#U3exiAjvrEiH0m9{o;CL`! z2nz-oLv2K_*f8bmawB-DdG?zC5`10+crXob-8i;H8f`9TE~tK|6n8!1x-`sK6ZRjB zF0}GqHP2Sr8{}w(Id~gbTfu7eWA9djWTG~Iy($>HypdFG%Wk5YwxxfFB`rZ8Dh2O8 zKtoadg%s2`$btE6Fb{+(A-2}@8u4YCmPjWo<|&xdH{S6*u7G(b^v&g{#k%Sxod14I zz71al-=_))0J3<%Mwx&ydjfcN)Jt5}IxG3Wl<={MRYXQINZZH|vh`XXQ5>whc974d zhJz^x8^-SADM^6#HzI#e1!7`O8hJ}ndin?_l!$f&F*Sf(zsG5u8)nD{&(|{tx%tda zA5E(hF3n$1SGySd`}E3Bn|RNE(&Kf-6`O~Brz!w$4y^fXc3YOf7wb6K_pI{mtz<IAw%7mv(D)IN(L;6Ex*%txKMpFM@Q`LX=WvKI*8ZOHyl(S({ zs`~ITj(r_Rdy{_1)*AKGF*{9XWHmZ@1SCP2|Cm-i0)oGan!797%DN$B3W)c&!U^e` zaABRBl^f>{K>LC}n+lQJ_2yp$?bacHk?|5idh?~l%f4kk#0IGJ4c2G+qb+JXRwrP+ zE*|S^#AMxH4^V$&qe2S+<2V{9egsea-JR-53z$|}546C<81G`JDwS{o2W~f6DRCM- zk%o&_PzY*j*My=80W9R7HACE;;y*O)uC;yD^%E00ravd4=M8;;11(tHIafr0sui?XeW6;49P{IvMbGF@vf< zURaUS%N4pK($c1Gn|*3KeMDe*L=)@~>U)6z)*!+m-4vcnXk&o033rj)WA2O0E+1Pb zO`e)6q8G|!>ra@%AIyWIOp8Cs)A%%hFk!ZObXRe zDVs^6h?sw0Dp?-NpV{|^DQdQ|Kz)C!jAcx|2-R;O21rztx%noZ;TiI%Kt9Xb9_yTY z4M85y5LpBpD`ZGHOQAA-JXkx|-`~hE_1AgYBzTq+vL0`wVJu+NdRSsP6M|92))T7Z zeRWXd?+IhT1;Q55X=aD1Oli$nLU1@@uvbr)d*FZ8%@ij77&wKL+zeNs5&u~(TUDe! zd)8g6f>URmWRXJHQ|nz6OK@UiA1L|y-ZwFjrt;`oU}uf=-0j@bdL<0p`43gX6NGP~ zj1IrgJX?EPT$OKfEZ9!tK0A&5`LpwPrP{8~4Tp=>XBL2b9r}K6)&4p3f533Pmsz_d zah!iW7QS?XLpUV2Lj@)h;wJJc+qR58-|Y@GFGYp8k3Ofb;7fd^C6ISbWELo-@n&Z` z)T6Hrw>BVbItSA-F_Z58M9MCif_-uO1}h;OR*Kk-g;!;14hU%sm3N}S!V7qpntWk+dYhkaz@k&Mj60Th9x55=ex}0k) zObpzrv1ci~%Ql6Q-#yR=4};_VC=R$t?)TzeUmdm*0h}d-^^20;p$8Vvv_do}x2J!7 zgLAKX`A3guE-i|tAjEkKQhgIVNcvi11j5HVy>2>Ae+b^x7}a$3I9iZJAiT@!N>0_& z@Ta#-rWROANZ33Mw>V;(mT_;_RtE3@9T#km22JTd4Hj#32`8g62K9(C7-T>> zV{RoF&rQv&o{R)?Cw4#|V@rQDp{8XYj%&GZIZMUgJ&)-xRqVYLJ}Y02zR|;k_;KmH z#*@%Zfh>J}(00~B&y*S(bb5`vmmyp+_zf+SFTidhx*CVE>CN;}O2X3#YjtA~dAsf= z7m+)d4s+d7=Np-8D=es}SSwsrJcv?@`ZcHv9zCLW^1fc0OzwFvNejUC<96?^_;4$>OS?xy>Wvn+50!mUG0X&&HmfRR4RVUFUcS zd*2tdc0mM+NsN*-c>u?{?dB_iNMjy^`1$2l%S zTMJmogOjyoou!*2tvM_a%VIz7^BuEYlNcNXFr5dwII9*WiFAJ{V(XdpZ8=$QVA}Q) zj)2{jci%190;uFslb?C6@!TpN0ivxzcZvxrndCUe z8;X94LyoN=6hD9KA2em5JBo0Z2_Mx~wAQFD)>_jD07Mp^DBofrhc!_nlXe*>_f|Ct z18c(fcxsQu#qz5Im7^rl{5jf`dU}=;d?Vr)pRD}##`p=5cMv$)9d^nU=zIT?GJ&AG zU9S5H&|5w|bzGPo;?Xz?GM=#)b~F$eU(jiZNZ^syG8}&yE#a6{COX-)3u=o82Fc^a zhcwUA0ZLaGY6gv;#|qi{^%S>;z9_+XV~onitvZ3_A|Unr5xw%o0pj(o+q63U_LTdL zeoMB~SGPD*57X>kq!&@VfSwN#o_d`VdrM0`@Ar+OleE`vwElE5=^-6R zpTo(P%;;bYpBUgi4PrXiXb>f$)-x71@gbYIHY1@c3uP%kn9NgfyAEnoZ;z(9^cnLJ zY!l()O`Fw$;v2|hRlp~IuCVp0YzF7jwuvSo=wyG{`_xeGFGCk2>^@W6`IK{(Ke)xOY9d6ijX`>2V#8j83g%iYuoHyhXSB~?kW$@Idb&qs)f@4fUkRkir^SYtv zPK_|7UaE8-|5Vk5qc6_egS4IP4dyhQ9K+qX-}7(*v}qVz9_p6iGL~xm6q32z#D(7nsNnIs;#Fi)s=g{l6H-5Gs866%oM$| z6Hlo4!4d-unUau0*HR`xY*Y7?FX&O3m^%Z?bA>NwB$?dQ5=>hqkK|w6Qcf#~3ufo* zrh~)_x;W@k62y`&C<-cLZyuza3|(apDJWd?sP_l=N(ePZ=~{TZl6N=2Izu5Oez=sYd`JTS!G{xN zDAvs{<`BJs@8c-$zZ}_KZvlei{WarWX8YRYQL*KSH*Ryax+{u8fb(v_I;;XschZ;T zF0(fSXOA{e25#vAjXh)T#UhevLs5TYX|CGjcuEQ4{v}*X(=w{*QjPWH(Ah(QKLiMXJrbMNygb|)8v=+4;n8h%JvKkj zhz-%UAw_LD_3SSBl*IJbPC@#&7GXZPNc}g9%E{79skgG6Oec{cs7eA_`PF}*i&+k| zCpL|Rv6vrp@4!aNh-%8R|CHNxH&rZ4{1dpYS1)e8P6cG6uJ7y|B(EUolO5J%SI31Mz z&K?f?*^a^-3Vhu~1!P>p_juR@(1ITX>ohC!m(0wr%8c?-)ZP`8C}4k7ypvV*eN+TW z2$V|%IEQK>o=Xg$U+5N=7bU+FMg~8{wv=+-?ndYbbPxczE0o2)S+k*5gqmxj{{hV@ z)h`S3E*w1W>ZykSNx2nlQSN3WkbEqab$s;IwnkU9bvM$uLcR=9x8tuXc_fWVh+o)p4lxEiZjUXR@Vy*Y)pJpJ*%?1vzr2fM25>V z?iTOH4+sh$$~rS6WUc=(K%%Uq!IF+Bt8gaL%jz74*Kj@ZaBmJh>h7X;4|5ipHxwRJ zn22(j5Y8+|l=4DViIoOmKek(=*UhMQO$}W`1m`~hvt7^`^uc6xrnQ+a zWYTt1W#fj?%vkDkU^eJrcn{35gEwrmbiWdeD54<)t_tC-65`S*2Ipxi)4TkjGmXm# z!7`sa;Ek>?v+#d17KJs6gP1GI^9w&nS@MP<6NYQsRjT>C3l?Bq2M)Iz7dTopLG-E; z+O|i6Pp$0}a5$BcM4U*zc#quAY!k%0(p^f^OdxxT+@HdeZ zu@B+`;(Z%VaDK87f3?FwxfPeo&r zE3zHaGXq;}BYnt1#TnE4+=E%R65;8COzT1BD)4`3Y;(scL@Bh*5BuKr3W#hl*!trt zZ+;Z*e<3g{@*);5LC;JWGoLaGME!YhmGi#OIOLRjFr|>ZLE+6u6tT~*!~6g*UVC2@ z;RzhVRa+lgzG6)q7a*ZmyL7>&v$&xDJcN}WRMm(<5%{d(4HGulOUrS3Ed8ioH&0(x zNDhB~qP{GY3+3MAf}kp-AZ$6O9t>)4@|e|2)Vv@> z4k=Q>L=PLQzld|_(`0XY!)t;IQ>O-ZViQI(8 zsX_I}9se97eJl;!0)!NCEN2j+6p5P$IV?YSPnr1fB zcC}Lq(W#Zn4o^NT=|>b`y23xwcCAq5mcFKc*Rv6r-8TUP9E|AK62FvN{HdD%9Y=dQ z`MnWn;itJ%($CMy)1m9lhy zgNA7*>sFg=3m2dI^1QUoom5mUN}`g=gP@Yj{DL}2m382-xDzY_1SJt7$TizkJcpo@ z5)4QJww*E;0VlIMIz=`C?G0s=a{zRzcS*SjA{WL4BbUhbfI^?Uvj~9BE;X=fwEbC2 zsvwUe8C=pBL;gUTJqNL=f~+A4u7`>g0(q6fk3 zc0z4HU~L6AwF>EAUJL+mbxAvIlOf~iFIz*obV#aNAEaFtn#lh4br@?%VLA`!*-A#p zgH9NTC)K0qpEtEcH@xsvv~kf+d~XTapackUYYok+-=69DtlZ8>7K5UYd4ltQB|wVA z%X8`E8qBvZI45BK5ht;`kUfJVh)kbS+w$>M%BmbeMW+O6OfA(O!|)V)t1XAsS*>t@ zuBt_2*rz;|bZ7yF`P0r%e?o36TWC&WBXA=HDDwBj!b)=P?TtZI%kX|y!58O$C~V0O z6w}C;fdL~|OoW3DHEykDfUu;0o4+J5uB|-9zS3ic1_dWny7~JzEccWkK<(BH_oETF zkf?0+ri0oOdil8L1~yQt^fblJCNmi%K`?Yq6!(K=lXE7ZS$WBaV~t9!4*Bp{8W5s} zpWkq}8**pM2THKh@MdSz{t5q2pqF3553@s+uP3UtFJe+Ka0c{dZB$!-0JM=@VAnn} zC^O3HP8OiukI-uv3~pht_;t(9d#!bULTD1m&-uJ)`RdFjiv-yQ4|M=&U||Q!4med| z!ntYN`^j6FvYc^U=krhbO(&D#bWO}R34S97HYF&WtXM;&;p{5hh>b9Jp^JL5U>Too zwzkt2MF zfJ~eatg^D7Wrh{7uO3$2P!5<4&wO|ZmQf;5=ylHaap%7RqJb0bv=QI7@!km59?z{s zclM<%u-gHXIkT)4P5cuABcEwn^4S(0>i@>GwW;eB^o??9Uljbnr822dE`iGmR&2kn z-KNjcWEJ+oin4ougkb}Dsvgxv{6g0L`S$KM3K<;`FCc00SHZyam$Ug42ERJ4h%|Dk4-F+x;YBKIO_!+( z(W?>_;GzGXp>|>D9YW!PF2pxw6TCWBq?T8Zu7aOeX03I9d9G_VMHHmh*|9(FEp~#VLs2a>s)YCAsPyv-(2M(KL^E0uf zi`rA$tt%CORLMqJJj>PqT8~Pcv7~)v2p}uMbgL30of(xH_k(WYS>rXK@jS|X%J7m}MaFh!)!!m!q_3aM^eQyO$ZYyT z)Ij38r^Q7TJRZkX^U`lJYNjhHblchknWT36&{NZYZl>rKPDKuLnK0-;Noxt8hYfH8 zsLZ$<&jJ+H$%e=IU!Cv4Hv&`b;}U>16F(miCfq6$)gEq_cDT=RJ!<5Zp0(LibLJq7 z58`lXaWC;Q7@sE=;bCSu*^ux_f0-+GIRMaMEC+OTwc#W4EGn2kPTMUTBw$Bl++bXx z`_VRk$Eo6DQ7ScZ4Z$1I`sSEzOU_`e7!u6sD>0DmN;8@t!+eE3RDVZ75w8AaQDP#O zB#Z%I7vn)vzY#L4C7W#&^cEMlSAVT4q+tUI-Q&Q5gQkT#6Eiaz8LVazEqGo*p=0Dy z8!1?ROmd1QwV%5{(fn8Z9B+tOlv^0U6U;V$!_2ZE5UnY%V0u7Ls#Tb7-{agWXe(2o zwNFQVnKb7>LCq-01HE#%2-!9Dq9NU5egJ{C~}4rnr>M zd)SCwFtz9$JS}I#S@x_KQlEDH2Clhs7@puRA?ebdju;gkBh@`n6%#GMhn}rZ{DO9W z&)n6=%s!D?cX=N`$&R~w{JURHmTLt6i{a{6W$JJ?2JNj*n8}z%CeBq+zH18m?F*dB zBCY|Ke0iS~r*RFX#3i3pF~?wnDjpz@*#IRkPJ($SfD|IYuj1R>dHQiQfhrJ@1xWhn zJSDR)a#n`(T7V%Y{HGgn!D`VHI~ zo({g49?4QGt;ot6!}rcIQYaj%JBZjio4%$uW9D=!2+Krdes0+v^pkm{1KwhP5G#GD zK{$)5wT33CUN(t zm%L5U9C4}rPWs5efdU7lAutQ>GnK}NlS_|D7>x#C*$@UV-to3M_E>9X*8M(6da=uF zM++V|%LmLu5%&<^A1# zKnAXb1Il?t8ILMy`B+KHBKgB^lgTn4@LEAWAl(Yc=7D+qSSU*TDB_y*bc^MOkW)Qxd}n1JKx6t9cF|7u4q zV)!df7bfteT(frjXqbfECvX3T0(@hR&75g8gj@Z%DAXb%&0m(u>j<)^?SVx9CtdqJ z6`NcNHV$gi6kZDv&l-W}tXpW7aJpsJBwAOm6eQg;GSI4%=V45x!u|5gyU9Q??P>Ma zH6CIfS9mH`0i|AlBd@1G=2dL5&5a^2wE}>-NGF1Jrq)jzm6TPW)e#SOL+clrw8m~S z*YE%^a!59*AvK*Mp6rbyuJkr1m;(#w;9{X`bNUjh7y;43NERL1l3s?!^VK@FQw`^m z^%Jv8l9lk`y%tMzL(UN6!8Z=`4n8Dkt8MGZM#r4~i3lHm6YKHF42q)3YO-jdiwzO5 zby>n!d2EO{buNj9DYFQp7D+bwhg?ub#L%UM0XCC_RDkRsKX-MLF*c{1`+z3@GJ!&e zs=Q?eY`_l-P9PO8BG~dp%HUZ-q<^OJ86YM=Zmo9rheKf zddmB$CNRwa43}D1*FL}nsD>61MQWj#NG@;6tl%X-SihU?4<F>Cp*Y03_i(3|!h)Ot?=e$AeY7P3pK&7psX3fg#L=YH_R88ju#%b(`NU zd*A^(?|>`S)I1?}#KNs`==hM_))5RdB}lskSs6dr5Hty-M^$i8mCbA5W`TTxZF^P> zV5cE}M;rB7_eS9i6I&25*C2FbyNPOOL2Yt;^kUbBCnwu|)CG1$Q2uG)5k?=2xUQ;C zb^!gMGta#!yqr7SC~*hv5Cj=k&!3-8Pxv=DDS+y|*j$9@gaAPt>y0k57rVQhzEMTPdL=Jo5ioI?eg=QlZO&*3c zTi-0)n8_J>NR-zOjH5@?%C2vU|GnRT3`fGC1x-5uFWI0UC0)8d)yngB`rP?V!QncIEhmiC0?L+`l|HcU2Nn9 z&;KLTEqlc~e@56-34aIE9+k!>3igmiy}Wa@pt&p)ONDsGBQz5OLPg^^rCV@+SoQqu zg)I0bvBy1`j|HmGPWT18oaRKrWN5X;4Sr5|jvuOC^d}K(T9}@4f!REDicH5S&FbJO zT@&R%s4kYD6aU=!nGL|ahWM94hG}R`Dn(CK7FHk5Q`jRD%qdxN?!ob1e zp@9#?wL$f$e3n(d@8(BN^h6Efg;IsNCMw~jfou|iL8^bb|Gv(EPM=2$=}{CJ;5J%WA05n_I; zyHFJPm0z@tL`8i9JcH(G$2~Oby2DvmCUV*R|FjQzrcve&jf-M>C?1N76}m3qrHGL1UBJ=J1ur-i9Lm zQ_PYwS;Yg}eb(_2c8d-~68QYvwBn^2t`9DOLdEp~aj6zktH2F^&=cowYhb0=g8~j5 z2kyn0S*TT&fMc!r?f6zo-+~;JMDKb4NJzg#^AXJL&~DJ_j{k#+09li^W0l_3HOxWj z5;E_`dpyH(jTx5JV|D1V+V<|EzEsW%DyJhcM3>h*`=e%T83&Hv;T2*57Nj4&Ir2=# zyj7ERx$ADoDm#LIH|jLCNLmovQz9_u-ttb4(_m%7JkOvjQUVuf1?hhWhS=h?=DLv_lK zZ!d39ZR4YVfS)c-!vIb5i1aw_4=eOvH)|aOQ? z16@*kY)8y}hRLvTDb5hh6-8qbQ|c_8b0{{dtkQyij=&Qxli7N3^mfxeEhbh=K`lQ> zKD4|Lm;n&;VO->8pjXgRVk^0N_pm8&mnP>xe-vX%M@?xF)<31_JdSS7mVL-Zt5*zI z-?QKHsUcy&sCbR8=<*oYuw8Cy|Cp-K3O^1_fKBxkp&xd}l`U^Hg>)xH@*>je!^Mh5 z*Qu+23D19an3*aLe|x!`TGaiHUX762C$O!QJd3@t9M1**2lhitj2Uj)3h^ao%A1W$T_ zWA^U@as2JRPS(yfK?PYQE9c8#_34kaR9(!_ED ?Wl4JTU*YQJ56d&>y9mpzoZ`stplPc_kv@bs%zmYOZ&`%Z+tfRCoT zpQ@;8)cMKz6LqF;#l&l;Mos!E?l5$J^~T8+`(8rAh|j?1`abcxWdtl|hentVWC%`H zeYCz!ykGLhInM~BUlo56>i$Zp;s(tvp|TCJ(?b9#i6CY*aW#);#69srstdmi@1)JIqzHV}q?T@DT3hfK`(A<0sDCveAPw!~7o$I%@DNq`?1%~yN4uhF|W32X)Mi4h|RVuhvZC6IUE zo9d(sve5&&{gEOCAqHDU92w|;kVKPB{b7%kD?YZ`6R^iHX&;UO=>cF5oZT z_g{zgpNSr-w)DUDOnnexbtvXAcRO3YIaF8U8`LN-xwW4y^bXp;**Xt@{zI66{ABt! z?l>P}fc(hdbYRta5s?VC(E1iCitOrlsEt=UMIg=!7>V>TQ#Uc)2zS*mBZFh%aD(b{ zIK6l`U8qliq(S#sk_0qjwBPY}R{!cbEoa6tO0|47CVYSmS8L;ef1b8yTbxW-=v8e^ zU}5muB2*zcO;Bub8n!rppy;nY$o0&$sQECkK2~|M#~(X*pDZ{FAeMUXY|;8^GijfO zfiXYmznqX3Nqh;ZQx#L)k1Z!v9ki~KY4j1x)XbMHq0E%4*b&B2-SVIB=FIfIpc<5W znn#>&0GXZj1okZbuc{bEsh{u|S|hf_CQw##1r#-__38t?7xip^aWt^|%+DV=({KiB zS!QX)pW!}@qBji}9!9)59eM{cG$&$G;Z+P)OnW0?vjeH@BSc6#YWXSk-#`q>2Bb;L zP=%BhG%CzM2clWd=u1TNCv6Nd*moP@QU72Gewbe>jDl+4x)E^h=Ec`X$Dr4$;}|NK z?Q#^{pCibeY6<~=ku{6>SKN{O$3JXsK5a=&pi)xu&B%rmJ&2L64I76?0Ixq6$+tU};rx2I=_dzd4T0$y_fLdWH6C zZMY;f9{qvmnHfgTCic{9jUfr9AmkQ)`%fy!0o;O zMd8Tg96t6LE~Gpc>Sd40IK7td9c+oT#{ZkOG18NC15eR47O-z3!gMq88gWwl&b}n2vP@&+gB-0-N z$Q}KVm%$8q3)adWC!4@9Tu7}pb1$3C2x8*jm5tR`AKQTf?kxs_fOpn+CG$pT$EfRD zjCirg4JL$lUdov*W9Cpd(Ov=gMSX93K!+IJEuGw>cvu;wddy*&Ks39b6OGDs69yz? z7lv_vZW~{$Mgf$Af4?V1qAISPjW(k_ujU+P`qo~1R1ieZ6><*g689cGJ-r& zFa;!fApAG@9F2vvexFwoIe+-gr=}0#{SS!@D`8*-e}xQ0EaEG^iTu&jwC4@UxQL~yL-I297Vn< z;D(|W6Yc|{odDIpkjGuuuOnNd>E=KEQvJ{O1^WZtJjshD2_aFxkQvBv{xi6xM8IEB zhtYr=Kber;ObhwIn+813udotjr3-g|76&<~k}Q$H*6T3Kgbo|?kP@W3+xP9&Q#8aPqIcXOy#g5uZF)W%dbrioGp4l%!3u&?OdPg;=G5x1XN$Ay2w++vvm{ zz!mU|K`LTcQ*ts#xll+irQ$?F{Cy@B};1ZbC^gQ>4PFC88{{|cvikc61D5}L0{E4EI{`PkN&@h z5Hir&>=x(^9kA)LD*{*zvC?d1y)W@tiiM38A5)SC9y@Xk;$q1cl^Fj^M4wN>_teBX zzvwd)N zvcP>8m@de6cF;8O407;V4hTOTQ&}X;03uj8&WA$Hw?}CtlOJJ2w{}o`CYd$%ME}*S zKtaMXFG5$Oj$FsO)Z74n%ccQydRz6d<=iXZ$^WPHMb@1c&D-2ydo&neMUpJ7J02*z z^--1K4o1}M!g{VT3+Qpma5XS&ny+O^IY1-5!Zi$=Q1q7v@Xnc73=YxI1#&up7}s2B zo{0`iq3g0%Vc#qgLl0HQF;NZ676F|xtO|O5=T;n|GriXW#b?id#S8!?I&{ISVRW(q zW+=F{Bue9VY5`sBBt59Z4*O6FmsQst;>g0HbjS_FI^il0ksR83+jn`ph+IH8eDz{@ z;=vdSMjXgf7H%zb`k0CtyGvWpq_~U*ph8|th!41aOvc(9rb4bp+Rz-SVB)A!tzqL_kF0GNW*?NQFI4T2@e>Es3!WM;J1om#iOJS(vv^qK^fUCyOEdBP*)OohNOq?X^aR3j89AUZxh{T{jEp>6Vo*B(2G)FekY zD^-01rK@&-$6M;g#rs$p6Nf7Y9eI89P9(h>OOGY<4@&VfP+7l0PB< zVn~ji%rj3@qGcXgXFx zM|x24gO+*3I@B%Z!1`T0hqjb-*-xF_h+vsobJQq*)ER?-SR^zd>$U|P#wx~nKd;o7 zq>bVz%lN-cUGsU{;E|dM!{x`tA&)N&%V1^|+_W)l$l~VCzs|PW+mQ z1^U*17*Bws2asO93#)zt83=4V#tx|C9_PFJu>)Pq1b)DNWPJ{UG)9TH`t$wI4Y-nv z5Q)lg4~jO-s)@(3v&TSfMwl#euf?69JKf`0A$q$w4?oWaz@1lwFwW8h*BE&W^|r{f z{4NDYKlw(10u^p8NRy_|H@QM0#$4n%Ip0)&JxId0E#wHX8lCl!I~4)qN^uMC!~#F( z?mdLyb}0L?@Le@SMg(bM3^HWsk^~f+4PH1lDdt}%U0AdVE5;d}p2ptiT^F7l${3yK ziz|$OGGny#qo!$HW)^yfVo0gnq%KX`=Mw!@(wmG=I4xOrsL8xz0H)Py!A{5lMfrDs zBQn_3V<}<{i8B4j;w+RZX%)XRh>c1X*Z7}AP1{tQVYOfSG)kM1x za;?crXQ(R~i#a<}EL?GVbG>*Q4!8t=eK@@UbBht5mha6&at@FO)HWi$Qa*YB17Wa{ zEL<;4P9B9?_uU-LQ%Eq(lk|EaOR-uXcEH;l1xt6hk)k6|DP@DmTzMQ($h9OOH#&_j zC2QKhGBSr@R!c{wBi`NC!%&2D4=xTe3-nM6Ee+icUm&&L{xzY*g23!T1s=?QN0Z~( zSeB>P1UO6`Z5Rl=Zi8b`Cfe8m(=A$Ucm+y|H@@mCtNrn{1u`lp#EH8JUG_MdYCc)_!<7 z;ajYaiuR>lc_%jOkClG^Fe2Q$*vZ+C!u=bW)z){93s4if=jQEfe>O?3nolcf?Ht2% zS!A=*Ax3$S5Q>gS?p}fL!vMr$kLl`2bXdb(KQ6E=_R-N1z!CT@loSqsyIiMrN6uN& zx&JC=9}Jd|A{in1JfcMjfbxE$pLxWqsv-Q*RH5XPM58S9S76kokoYgwAKKR@YO&>h z97Yp(!m|hA7X{}uOWHfOKISlbGzA$ID4bOKk@~R$I&Ap9{d|&}Pmiq@?ZqRCN}l8IRuym+K~>$cy>Fcq|<1(F$MU-q_6rew7h2uhp4jn zgTSG7KKqb#Y#Ofc!IXcAYH(D}rmF%g!a=4K=Y+WT_h!s*`f)RVS}NCMM3w&_mwP%I z_b@LdGlW#nmKw(Hz|n6ZM?9W@6H052vQN-qzTtL!SF^-iVmF?DD*t@7s)ANJsw>;y z5{&CNz9!+h^LXliXC+p%n>rb~ByE%>7o)>YHt+Y82nC!$B+Zr@n@)`D31f9*#u+(I z@;RL0-lt9XjCgjvND%d;U?8OoGNmNm4TRl5igYYA?o_$!CK&BeIE;Y z-{>YB=HU#xUHz)ms7F1Sp!{Z$QLoL*G|X@z!z0i=I;Q@h4gDK*>df|Cdg%+n9@N4Dd>8;hd4C|VnWL?)r#N+{9)643?ECq90X zMVbzOfb}vukX?>GMs2o!`ie&1Q6%`4gxvwWAt{DzuE-{1HOI@KH3~F3#9YH{r%pM> z$Fk4CY)z^8KqXjxcl@vjvrdSalkJKVXG*&F4$ncpCRvnoz8WClAq8Xp@;{iBG$4(7 zweiF7zaOu}J0rlR99WwY_1T$$DiLZPsWgax##+th2mRe=4KV=%of*a4Gg1R_Roc|< z0;(zB({+`tkc^MJ3S7mTTwZ_lz|ngfMAhPblI9hv*h>ZILL`)a17)LaG@V#g?2D4` zhDK69KP9G>G(~g>76~V-Ck+*>I?+PUfa$D~eZW_RD;r$X093S_QIJ%hjqEFs9AmwI z#*O>glK1ma>I}Ds&s|(+2eeMNoidw(DOO1uaIgF59={Cqlze1_2kDb1w5u_z3@6M# zSMWxNyXeV*K=ZuMAC}0n~{JwS?8wEwDqAomWN*-ni#Mmn%hkjZb?^+o-0?~ z?s-fSn;hT)>>jt#d}oT>%;!HMuC2^}c@$_Lu_C0VDEWL>pzMG+ebc%S3fTod$5MUe6V2Pt&ciP5(*NG1d`qXt? z6hJ0I4}VgfTt8He0b{{kGSsBq=>>41IkWMYF9(@Wx9%EC8^sYLwP)ehB^={_X|H)I z0n#`xY7=f`I!o_lepY=pM91Wto00ERMh+<^gTb$-o@ge!d}4&-r+a+5rq+)gUE#{z z+Gq0~w-C~iSq7jP&baLMq77WO8z?fa9aTL(?uzWgzl-i%y9OUHpx!UmQ=GKx0nZ;v z&+;NPt)lgWW__0RwX$U8{+7NWB(Ci|t#DAa zY)XGi=d8gl+#=2_b7$1$T`Z-V)ENyBs4b$j9+gG6pqB0TElzqJ`p2k1a^JF7m2vVMry1oh>eDa+* z>+Q0;PU-k9*}>iIgaT53B`QPP*;WE+NMxrip?u%zX-TBolWe95TnOXAHU*AD4_5Sk zPkPdwFab>YyJwU3jOV})(&T4LKU=UcY&*kPER;N&<5LPQj7IsApv+R_@YZ7#jg;3a z*%|{(95pT*bVn%m#=>I{Q`Jo@a2U%^IO3+5;UJfDf+7qTd;N{jGgcFaAm9=>#~KSV z#g>jo*Ew$paj(386sihk=4CZDT2pd9SL?iO|5fweYvt;F>EqcXl?826weluPDB`u( z&TE>@c0>}XUZkVR6u^cL>tVQYN?7fNcr_=n*|#?(;sMmm8j8d3Y*q!_3%Fd$Yi|H7 zKvX-^rA-ZN#k!qu)M!`1B!Wzv5?&>J>SHcQzK`S~_rvLbMfFM=kJvdO3$zd}rGTQf zfabr=)^uh> z5?*|+J=@VNy_}1M@nJy!+Yh`abuaMehyIvfZ@9?{wd`pw%ckSRG!%IL*Mr~SmV#EI z2|K~hj@`L`=f2)-CrrsoDRsStwO>mU;k$p66Xt?9iN$%p*4oMy;wJ<83oi5j-A~rU zG-y{4uGqXUSlC)5j&-=4(VvWWa|}CK08E|4o#?6IX$-+HdxW^fgx`}xbI%^h%akJL zhOV9-6LYC{cVoGdun&-E%7cESf&Cy3|G1Y*`&g)dkR@yuS{RW%N`GO~%Rs+L4{Fl- zYbY8N^OYu3-eimY%9=VGpeIT{k&|xDKzFI*%MS}r>D>Dyu%>+3>S1B66&!`Tg#bh2 z3viW9?Fl)8s@!d3h5x=Jw@EYF_i`G@t-HOORR@~?pK7SZTu~zgyumhNc#>A-PP~;i z>7ZDDpL4fjIZ7IfnUUU`XCgkapqqY$7^ALkChZxZ{Mv>krul(QlIA9)JXc!g(n@r> zECF;!*q9Cv(O6EBsapI?L%l(zL9!5%zt^r5(|#aKpoeIzw;T4ugAsEyy3z657;j&j zj2tfol`r%5I53}B`BzR)0STSXPz;7DC@iUeKz>g{pkgKy;id~KEoX2Mqb{a?2j|I& z!{nb&h|kY`%e)X3&E38iNI~u~vb_x#EM|;W3Eehcyx}m50AUBn(y?uM4YgSrbNYD+ zO{B>wx~o`GxZ8=256_=l+7@aPrrFQC^RmMmNywlgETA!M=mXqQ$= zOQIDYZz0>zX|E_uO|@GTC}a{O(e7@3m`kI^hV`#Q4hEkChlo_|)Uznsc*eA<+QbT1 zgxhG2jna@XH+|+NxOnfFqWKtqD4rob@z<+l9pU&cL!EKOHg(Ifyldcb#e>}g!2BoJ z>NVEbAh@)0?$H?n71y)BZ7Vlq{8dKc%&N|y;{S-5Ibn#)(&|Yh%W@Mf$2PT}O2xag zdiR(IpgS21@6a8^%h>ZsKak+0Nh$dxpXn1bgUcyNwig<@F4r>cBAI1>QIdXg;YUU@ zI&Y)p5(G5`tN(`2tEn3D^0dX4(xG<6-x@!z2Tyy{hJK$V2hCDOBmk1^USS^8ANnk2v$$4 zn5x#6vs(JKl{aJ{o`~yz1z(ko5uE`a0zf!Xd*OAqe1Eh}66j4_NXor*R~IayStO-ppPax{_9! z+!YXvO`o8fk$9GAf{|0iFspzs^I zBD%DhNMl|O(o^|L&`%A0&`RL8sD{roWFV#Z)CoMY+nvQ#$8;JOg5RwgY_SG@8puNi zyR;|-Ft~gslfztp-L7R;s9}2?Bn)>Iv%|zIMMJf6Wj`qPTME2>)W!7>6u(6?dPvn$ z92as873#(yI#*k05n}6Dw-R47y<=NDRQw+dT`FSt$|!D6Vkb*}`?46x8xzw3PMA;>u5@*uh@f!doP z_+>mh;YH36CI?!~AUW(zfqGZZ<&}h?<%Qn>kg0Vny=wu$>rkO^F9WT96=^gk-U_{d zI_Te=*)uzTPY6rsg{egud>eu^0;Z`ciY}@gvJb{^=BT>pE}2(Ob43GG%)}=8>Y_Qt zB~A-w91)wQjkt61m!!TIzc*~&=q5(QCzN1VGFGvUma>B@|4Rbo9no`ey) zaB|0LfOp+yR`6qLwOOSnnN(a|s&Ml2RZgjw-!ERWhqlh<4CS zcqF$gV6oyRrs4aOK-|S_A->njGy`Mf)VKTyIP6B?OMr7H@kIowP;ky>1hl{JM*6zQ z)b4H5aE3(Oa zZ)6`mo6cr@5`b>$hAZYYV}&>7J)Z*FzoHFV6{=6(2`KK-Jbo=|ze3P9%Wzg`jiTS5 zOv-0z^gex$6LRz~ur%7G6YbbBe6wMGTIlC&*tljAqSI0Q{}p{{Cc5>Nm_W`XAOebi z`kbGYT@;E%f>HV|z&?+rN=W3xNtAA7Wq4j_T+DK%OE6pj{u%Rz#Vb1CI6jc~^=l(<8@D|-4OGCUZ`wWg!6 z>BqXZrOaHea$==sM4iaFk=#iEgv$hAUT6#v3}aT-v2BMd-cgvt-5gJ%0bpJ(_S!06 ztH>_rrt&T@mhB)UtI@Gy{Z)S&d$rccM^O&`mM_vlNnF3nq<|yEaxm4rh&XD0r+>aE zrTqn-UIXi%U4Gp8G>4-B28Aaet%?v<)^}|pJ9onkcIN-%WoHRdqE0fuprXHoaEH#pmUo?eg zPQ!C>*x|f0CG!-yt`YIHe3o-hS#0oLE`*sk{l=ha1<=8z_4Cba@#F*O)DZ9sU5e(@ z(Una44j0s6)B;as^DSlbnh(|oc&R{h3K80^jw=$kpz}Rm6M?j^Jl zv4eKd&J^bZcLTjCB^)S{Fpc<`&F^Nvo21Yx;Vrc(={Jptx4-8+M>AH}s&Q#Kiv@TANC%@|qD9V?ubBYKH2ai( z{Mo00X$va9BwcH$r+Q>-Zc(x_=(7qAfuPGDC=8MiT{bU>*T{`O#8rOqof;K{rC#LZ&J`FNGaSH=!VF zK=(%8{WqGB%z3`c!)|;7Zhz1S^Uua4k^IIai1RbSj$FKU`F^fit3eh&nd&$dObA3Y zQAeQ9@U>HPh!ahAK^(jZ)!LNRp*(=9-fIF0yt$q7Qkyd(2T__&B;r`77*xxW_8qcR zNmNNhO|AL`gS!xalE)rKS+PVXE8WD3a&|g4xyMMeEB&+z*52?4}}rvZha-8B9V$Bt6Q1yZOedvGO%-uR{lAvw~ut zS&$A9;?mzl_FbZai4sqd(EUD&7*6w3>j+(*9IgfvS9A*yYJF)ee&3R(46@;Z{H(E;ksua!W<<2j|n&)x6_##|Q(H z;r!|xu-I>v_m@&BZ7vcLm`1JQD?2t9C$%6|2FojdC_DLzc}qeZ4(ZS*PrV;Y@^?ax z+U0Ct2kl8T_uO0$w=}BmJGg8Nz)qq_?}liOw(8i@ z3JQy@f;7?)Ga%A=LTXkbsnz?X+d-NpzsRC8qC)~~ZhF!42-m>Rp6x*{^qOcyd@a_F zUI%!8Crzu=FsPmOGs4;N7>e~Lr7EE|7@2%#zQFhep+lh<1#8}vzqu6KJ-WNitChp- zI7MJrZaxnW_y#}A>3$K>Ba;tl!f0$k9jO~EY)mv4Hfnt%*6XXn++nkmuD>)+734cB zrTihr*G0k$S97q|o&#Ro`Us%&g>qxUEkrJVi6)E*B8IVcN@opnwK2XP)^KZ`*g--; z=2ipX6^gX3l`XYfI$sF6z^jh;HV^F81A0A1MP}0I-U*MoMAuX`G4{T|clp~Eutg0_UnXl}^--BHVklxwh&3!0; zIgKxWSr~FTXC4+n$kjAL@*0^G5EJ?VESp}_?yer$RHho$YJOdO+AX-O=w@>{mR(^0 zpREi0%2#BIf71M8+Hox}X||nbte2>GSY_*N6Mp|3ZTCXtb3&nC|0I{POZEYDO!Pvy z0MXSG@UPtR{t|`(od%68*h9&|B29#UpmNa#@*ZY{-q;J>PJPV^=J+gnxk5u|7;z>m z?)a&+2@%6B7Dz$?v&3?q>FOgDcIHH^RGV}LE_9qu|A)0t`VPYwo>Wc#V8=<22E$ z{8p-Y&gq{wgaj(f@z`iORBU4f)eYz$Y7Dtffb!=J)Kut%ZI zn>0Z*L=7sjHE|rei}A6h+#I>A+Mf{xYz=QmtT#ym>BHIhtTVdM-F_N>tvLLZo#_L2 z!Ab_g0Y?NOqsDnb+Q0khmo7Z=7m$Kk#fTddaD5M}Bx-#DnOGK&7Jy8^C6=>c_HPi9>4`Y6Pn4K>2s=UUnRdpjf*tF!vZG;}>Jo28QIB@%x4Xf)tsM;94s?2mm z0dKo};A;Tmrwmqqxd5X?ar!PeI|}>UZOw|{qv%zPh#+tDBJ(4^uzQNp7s@M+sHx1b z!4}D#cqqm>nnr=~bR_Zh-bNB}iPJtgkx#kn8TyWKv=6?V`H?l5W-m!>;Sq_`@e=&%zG4A~ro{}ku+NVLSH5I_vu9OSyYOr8V@Mw(=H@%`IK(K|C8UF*b9%_5Wu(pZsq%2E{?nJI%MrX70q%KoL z#az`H&i)d!22T)uddYTJdMY00t;cJ4iE|kGz8OC_qbN4{mMAJUoVDYZ$l~18RjlN? z0K%gtse>VZ;+{W-+;L56^W~f_X&=PeqcyN>w*2$s%>wv2d8Q}W0Nn~h8m@9wBxcYR zw`pA4S;4p6mRMfR08~J$zu=?Cp}%gNP;8*jKtvn`(}WKB2NbW-PVV@|um?{BX2Hd8TMkF)1DX?4E1uak%dxn4TOq;&6pJ>X z@X07~ZJRf_VIm0};Rw6!xr(ljwfKc|FgVdA zotAebp^qY#f8dk|E7Pi7KD`;(?-nmh$6+%)ikGz+Tkz}_w$jwdvVx*w=&|2{0xuN6 zk$e?_KeQI}CtY&420|%R$*0I2TlmEmlXSB@6Hb*3piFkCpTlO?MFtlJ`ce=-yL7;^nJ2+#m-j&l(gwC&&0 zm&W5zyPdr1Uei>-{&k+!KwT|cE9QJEr3*bA1ui2!1kzh8k?1z~nf~T_V*25vo>%Ab z@Ga4{cp&;K61Lo^{2lI9X{A_$*}h5mxSGL_kNt5!-q!%D+=E;zov%Z;d%NS$2qDta zQ6SySe}ybJ5k%dI!#QWs*cNxv2oGF=c0=bvo}DCpWZYhBC@kTJ4J2aatn%EvzSw-f zEmzyGcf9qbxs^nBP>qj2du4ISmTPE=!eRnUc7*gl7+SEWSK`lQ+r7RHv9iYedGW6E z@3~Od8=LWammEI#45!aWP)4Tpu1kKsnI?Nyf3bQ-o0}vu-8k(3Strw=O(=*9P>*ND zFk-n?uFGqC76N7c_ze<87?9`o!p=q}v@88XFMGrlc;>TsujPI(4BNvmEFz}-YZ~~f zu<dNYXVn<@lpWEfbFXETZWeACmQ4nfjn=m~H@mrZ+G!8s`G{@OW~-1UILa zT)NK_#-|=#ShtxE4<(^7B_-zu?j`%@?;y6^3 zhZBg;hJFDvD8^omlL7a`zk|K z$6yWHs_S%xcQdWUXy+CCCUZr1KRjX_Fbi%o7TYJ;m7)yH*`~rr%O)m1{~8y%7{1Lf zDRzzr<0V-ujE=Wrj-Yn^^EqeFpMB@q7Do(sp9C-?wr3ERp? z*r9su^s^7quUQUIv;>6Xe};5+e04rOIj)# z&k8eQE7Xs*Bo#8A9MER<`IvxzoHnVz9_GO=Sp@15E_QS`Rm|Yqe}Jp|c(BM4`_Qz9 zj_qNs0`7qeuFW}N4#B0rv*c-fgMwoZduHH|Fj3njNaDnr6xWohc3GXrFGr(W@PBTr zM~;6Ls74&{84hhrgTyGnH!7fm_>Iv08fw+&GEI3|x!#&8g~(mp)`-7-w`y#3q4%0Z zXk=}E2m>UsGB9MAf6>PTfR)Zq7V%e|CGttunC0P--cuCA~jZ zEs170WPuH3y@VqPYMLIhTcs7V`h--Jm|b_r== z;bL#+W8XTYEq}RyFfMCFo<5Y#`Ckz(P=~DN6q9SObSF?5ybi%aH?#`lEsvHNRoJ|7 z9myqNkI^({e>k!B5hy#%*P=7rdLt-5PF;K`1!$5I_uZ&1;nfCp>P>=j4q419VgYTW z*S!z+!AsR*33Z%}oy|TY>8t@xLH2-ei}L+90=vQ)e_KrnFO&>v`?PN=iTdak>K+ZG!#(C&nv6Ej@$yW5_{4x@Jy$ zlFY+2LK3@({<=AQ06TCbLvdxB8_enzWk@z&hg5V^HB8s&!;k-unbQG5a^j`9YN<|7 zCaoUof5HPCgp;V(M?MB5zOald0~32x()cnm$0gCWh$og7DqyZH6s?U?JRqJs%9uW_ zb2&z@e-<1KeXPQm`3>HS$Ey<(QV7Q`;a+l!>gi0`4e!K5Q;}Agt?16yC;*??N=LN| zRdTPJK2f9TnKj>hksja6tXLAZ=O%*4J{JUte=gKc8xg=n-NK@wYrgcA^#PbQ$);s3 z7GCL=T4w?zbLfOnS2puLc0iMi069XY$_qs#t5W7nN(&|{QsNIM&G#<+tjBizhxk}I zp$a}PF)<nneg~QRH%CL=z(F+9DUr&4NGbq2l$UaCI&4`an4;inl7f ze?RPnJ*4qhwj_}uROE3ct&gTMgbL&7L)m5mHj}#<=;)NeJ z{ESLMbf`$W0e~hUFH4?%r^owHoJGSMg(?Tc`iYF9Ww#sy1G1?Sa&6!gYMg-h(K8+m z5*$}8rLEh{W-;{DIUBI|xz9loLU1$+e@Oo@0FI=L?du3eOMZc$v`}TZadLmE9T`8y ztqA$16S}97U2dsD)62DE$W>Xc6ZyVB6Q5KcpsNVMAnPsz1#yu%WBx&seqzA6)%lOJ zM9D6bM6C|_NHMRc_FQ?95~T*>|KXFbG9TIAWs&!-XFoVx_Fggd^Nr$d+aS+We;&q3 z$`GoXeHKq+i#46ZAkeBSg#Pf20zH2;PA`n-Q1aoy+Sd;VF4?lYjnNu`VqqeC3(( z?298gL>Mb&Du_=ym3`BK_-~b`)O%WbWAWDuB`K7Ub&x3d?;#XBwAF zlWU{wyOk-t>j?1B>L3}3_gXB%)6Md>cPDx#vXTh2h291r{WfFYFtH}(#zq+sM~7~v z>AOjeI#Vbmw+t>*Jrid{jJw3#jKPOA`?C0DB+UkHe}>CSfKcoiEo(rD9s+K$v)#Kd zr4tBTTd6PR-`(TS^Y-0Ke=w4n4XCj4GA1AD_rWkjs4){s zBNboc1g@Mm>NRIbP6EYUeWfX+ArCGt&9?0xGJmrz9sGQSAki7AAf#KEO$E;}i+pS; z$N7l2$}JM%?HL8S2Nj*@6{m+HS~!6m()daePGM{WWZ@R1?Z~oQe^TqrOA42us`?=OWn*8fPS29#|Xi5An42u+L740t0qF$f(2-KB8KeE^8*$4|X? z?$arwQ^b38Lhll7f3hx}`LPW~5`#I%+xNJ+N?F;{8vR*7R*dgVhr-H2Q=4-ysz3%l zGO-`Jw16UdCce)>pII_qn6{-$(f3R>BN#RY=nEkxKVu~I{$eOl&p9F%mz+(obWPRo z30_`6TDRn{K7%e4lExJ=zn1@1bAQEy?&``&2QN^t;f+See;Xc%V5RgGO)&YZ3^I1& zK(I8X=Fa^|CSDa)^FTx#sY6IJ(Lk6RR3D0EzPspV`c}k#I|qFzl!4cbGN3#5S5F~N zmTUG2-}OVMIIP*;9)NTn^CmDjh&UvtGj6dkm~?Mu6%SFO&TXrv^-MtwxIEfClhx^3J7F4&Wz2uKIUTbOQXqU>-*|Fe=%fFw5sn6ZVHi^une^lITZh| zzI#8F%Bz}HT<-Jw1#fjevP|xa2_Hf66pVPx)GKKX$PqZ)_!*i1W-yvnWaB{219Bq- zo(!Z8C;6PQWUY_YYkTS4CRJ7cB@d61CMtiy!u4n!JS&{FO_g!RwC2f5&{uq0QgD@% z=~8V}e~v4a>d)!8I~opBb60S+>%kD-05`jEy6~?03rIRtB>nB^X(YgG3*!$@d8RsRC9=}vZ92bQp_8iGN8c>VwXE#Shytqy19(ol8nicLoj1 zKe-6XD3C#S9C{F1*~C#A{}9Cs?@6Jse;VoRDtO*{Bq0J{ECJLi3f%GMCjm^%=Jm+u zB@h5=H*n_<6PY$b>is)#9t#UYUwjIHrrBlpgCr$6loW`?!jIbP68Mz6Rt@YP1}|K4 z{Xt)(Y6s3&W_BZ!grp-ef8=khVf5Lf6 zi3eB*-k*rN9P2F*bP}2DAnfqtL^!sW=*ve%jrQzBp3hD- z_H?tN+TF7b6_&b+S9cVDL8#r~v*|1*Nt`XLg&9&LG8p5M1&Uk%8FgQ4Nzsy6rKtK* z#Cr%X;^B-@!90OcnL`1tixHWjf4n@lbWSTr8RbUR^O80XwzR#Y_6ZEO#lLFWu$6_p zTj>_%#0jDrM`7JQsaZ)aL)7a#Fs=2OEOkXOq3%cDxRE^sE>Oj4Vn?ldZ7Nb8K<}z+ z8cPi;j+j|{B90{UOu}<<&SE^2OgK5jRV0zi@*F5)oHa3Ypps4Nb25Y=j3iqKjVh5 z2qiGG^ka-az~a}>{`gp{f8#4N1?~5HY{nSG@7nc+02BHe-eWE^VBC6SlAfGJx7&1h zGHO;eQs#t6_z#yFqzk7FvoYG1H)W%yBLB;sUanwP6B^ zqaE=$<>6Ku^=F9B`<=er)=M*QH%SO3vJbD4gR^&AYq%vAFx`b@e}{b|G~L%*vJy3t zLU9;>JeVst%P+J0AkOGpgHM?AlVhBj&z>qJT?(s$7MeapyFi~z7XFTe*o;t$PXuFaWo*y5%tJjs6(@(Q@hPY!a{W6kfB>vUOo+@E$f6w-zm<_4&YJ^rj%=aZb zQM$xNB{6vB2ZB>Hrt&d6%7)KR$G~+k6;=DQeI*5vsJ$@YD*~lfQDA+%*cugn1KX;v zd*xy@P~QXa6~uW%D-PzRBml?Q7~0L49pKs70R?Xk2+0MXf%MI*f21n@v+t>W9!Ig_ z_5Cf@YVAR`f7=DXvBu>JSO6vC;Wr-o$>2mO>MyaFKgNZ)(CbBMXW}WkoA(EZtZ<(; z1opm{<1(k1PpgbE)nGMyDU#~cwCp=+O_>FbQEPvq z$@zN4fBBm-2iC;4%p+uiFZJ^MMfhWQ7StKl{d=GqBGp;9SpXg5beSa91y|8 zXpE*5PFG0{q~qyFUK?}ZPg8Zx^0R@dT)_&kBR$x<+%%<8cE(r+JwjgwG(4{S&H_N5 zE?Rs!d%l>GK-ES&{YVG>=dJ$%)v?Yfx9tyge}TJMNV8H|4inhIXS9Uvh9cvs9)@nj z0}UU`P?XYpyw)0xE7(O0~uIMHV<;Quh>Mqm09 zFV}V`&3P(`s*A5G1fz_@J@&ASgej8XZjT)kwz~y$HUGoI36wuEl@NjzE>o<>(_TJt zf9Owp&*sxV1=IN}RL5p8#^|lytF{`L3MTqH`ypOgMJp-Bf7*m}6r%~*vfTvP41Juk zf4N-L#3E&E6(4Ne{yun6HlS--$=rT!)7lvrXSAAQ^fTUmpwQuZ(J- z0f@b0NK&A=HF_^1vpnk{7$X#66Za)m!*xSJhf#wf6Cjfk+LAG2SE(s2WNUFLe>eg! za&XlIP1Ncl%XkhQhcyZ2(mLWPm-5?OCQ>0_TOrEk$-bB|!{)K8yWlX@ zRu}qOA~K(F1bP)d$++uYZ2JUlRE%TU4Jva>1pw40 zwnOPDBkw?j4y&q-d$uOb!*1(nw;t^QDZCd&x!^nrX-=G;wkT607rVMAf2OHkhoRjJ zS-#pjuxtJshZ7lu=(-A>FI~&#EK$A@^Rg?PXk|Y_uKt`FNiX&1_&9>yZ>Dv#OuygVQytm36O}~ z60;YcOiehR_*$xT8VDCye+_+L04DXeMkL+pVVu9cprT-55vS@~FYn>R%m0pDw5OoC-6li`GB_fTI;Sf2dZ|1c3G%!s7AR zK8`%6fIFnntad@_V^{<^yRY&hp*!4+ac+kX2b!&>NPjv^PUOrChf_PI1?|C;4kIxr z6)x=wB`4#PnTSH}=EnIe=9sPlwK0{EJeF#M&u2Bf(?j294y3dorGC1* zeVd)m(%)M3rj|cy58j_rY$3)iJLF`778&oR_-Jx2gtUm@XH%9TSAnm6TE;`@n(=A( zNb9czCBMdNL`{5Qh8@7ai6(86FGvtt1Ev6F@_|kzHO|;>e*m6Q9t%|S5D>^&@zaskq8Qs^#TyVP)vNJQJs57)qfi)2tPBc( zS1=Dp06O8QRJnnP*47VwU0~b84TzaFk)0ekUjelqg^EIzxnK|q@olB6-^V_3{?rwZr@k1=L`9i74{B9&R~3*Gmb z9`z5lfq9MwOiY(bX2~W>H`~kE%&mBe@>W}aVNio>e>#>Yl!^efAzt@I7LFV~o*AFZ zWjlR~k-MpuOSjT8lp<~ut05ujg^$~nQJ+JPDZujQR1W_&^^Y&TcJAKxBp1RKyqAZS zKsy#dT>6*XWypLj-*5ipjeh51w8k}CT>ds47X^CBzM%>nD{9lWyOW4w!7T`@rDa z67749fA$gk3NeX(9jjqAW)4Ig9(0>s#vhQ$OU4)f5-v>-*T1oL9Z|^-Xz7p-7(xDf z1Or(pYwT%JWLNMNgBgj1{FB|5DyCcSafve*2SDr*e}j}QdH6Nl;t`B-0k00YzlFG2c8l=>~AhD0Myf5&;R3=WL|dM_O+{HET&9aA@Sf2hE@ zCQ;)tiDU8ZQ+I(5`zs%`zxdbBP~-WVLJdoo!h%%s<)h2fv=Zv=?&%RcP7Lm^(~U4- z_B5P%?pU)^3o@&0i6|6AxGUOFG_?pB=-1b|)IF zn~1h%&QmImi({=)r)f$v7(XZebp`T-2+QO@1Yu~TME6G(H6}SgQAwMY2MIY9kKYy9 zYNN7J$;K(2{&cZyf44l|*O-T&2qP_qe~rOBe7;*0V_x^1D<%TLZinCE(8n@~4YIoE+Cq zh`O?{?_68aRvk@uS4&x18EKTmNZbz$igE9x5b`NscsmIW57gfrWDw_{zCRtuVZll$7+H{oB?? z0Dl->=CXupHWI+S{%x6x7&*^WLNdC@>Tz-Dg&8a1qE!NpIChB){4Bk7Vv05rMzh&+ zkyz)PJW5I8YlMQpZkdaLAZu30VhgnmNdQ=@ITNeeXGZJq)DT1qWm#K6f4kZHyI`mu z;U)puUFdqt-_%$-FWbef3SrOk||&cDBdY400062Jg*_G09yG3-(nzz?R1QD3rL8+ zS3$5`^6Gq27ug&VCkGjgPP-yfq7X3QmsuEV*hrWjqD4i-mababxk2Yxb(?8t` z>`Ld%H#f1`{n#oKp2*;a1_{-Z%cm9Vb_&A-F|h16i1W#gZQkw;bLHoya%}iC3trDu z$A67|xkJ5xLQ?4nf9cO}9hrclu1d*mq04cGxDKXlS**(B*<{PTD5eE5;}k!C`Rkdw z*Ex%+@j-S;A283qHgza&_A63QvM@ptYD&0Ksa3U%aB8pvJo}Ni8W8LWcR6E!fd}(c z?V~5L3LmeEuxJT)b){St6B*~6R|WVaxOI~}n?8BSL4%r2f1bn~%kuWr=C&3XSDX?5 zdHW_#bnd_&*~}l(<;9U*mi?ybP2$7`zhshb#l>ZfXK+>rMC7j5rHZFjYZ<{v=wt@e`sI3D})o0&nh(y6zDE@ctJj zA~tE^)Q=XOf9mh4!)dEBQFlmcfZxm^E0=2}oNAXu%Ss4I3N5TvBfUoUFoEV4a+OE* zl||5ieiSb!`9`BM6GE!qn(J8aZRwv3rjh6g>iQUm5ynM!^<@7E>x3@gO?a}P-P7hb z!NOFYMMk^NXXdR3yd=QDqqL7B0nRgB!rJGed&`irf4(ztX4jbfB@N}{l%Jsxrui|( zDTVm>$-GSE^-s;BUTPl{QlLVyVL?M3aC-8U+{rEK4yI^I=HnjL*on}y>mZ*rc~FmU zxAtYWSc_Aa5M7f+E{n@fMK`W9x;e<6Aj7Zu$(oc5Y4m9sYcok$^q7ks9iy#Pi2&IK zgkC0ve^AJf!mJ)_(Y6+G^xb4Ki>cdR5(LhMHx@uLrHiJe62=UO420Lru%~B#wo$^u zZrpSLm;}MiVV(eO46;J)L?{)PRMP?)Yh!O-)T!X*M@F;&MhcxXH&M0p$LnwNEx;7R zmr>Sb5E2QK$U=zhh$SW#S|%^^3%1sX4?U<>e>j>3uQrVwqrz?2(qi*#pS}sgzd{~P zGeHiuM*b?LStgc8`w6~ZE+WTNiukbhyLIU31R)2zq|99c5%Zj{Ssr$e%_oiuqq$3+ zLxb)JloKy~{}3uUEV8WmIj{Gh_(|nm@LsLddRt)<`^^#+;`Iab{Eq_GAd-oi7U}lx zfBH?jJsSZ_;BP~>At`UeHco>~Du?U@AXiukq3v;hQ)(duiSJN31H>-w#veQNd?kTC zs+J8B3cfPBZlS#w{*)PQn|z#57jNv0w?pG{d75senxZfP0YQ|N!7VcAr*^E1A>_bx zbYr%KK3*n#AGG(-s-vSO^4Zu!;6Q;!fA_Ux&0(}-VJ+C*$}-Linh*MN*O*%^2v7<- zIN%&dr0jE~rGda2o7vDy{ja7>J@yIYd7o2lAVd)zF)CHnvz%ort!Y$@_#AM&h3oWOjGf0OeG zX6g5?9E(G|nwMV8;~kBA@;z10{tYWI-eh2|{bsQ(k%%mF{oz!M49lh{UOLZ%N-)sQ z>lmOAgtoV|D?S(`%Ai=fduVR4SMEHC$vPMcUONhFe;J)LErxhZ z+J|NCFQbVuFQPFOOjlJsAG2=;wGw9T;{`!(J7P>uP~AlL2h6LmmgyBqB2g5hqx#+? zhcuycRoyE1dmBtKP+9ey%%Lb@V*9kKeMZB+jH2moOH`n9+PQ>ZM$4g zAR(5O;#<11=ihX{eb3<-PQM{*#RD;`2o6st*8f|s`V|y|Y2y`&=*1Nwz(n|sNn!(< zv7aC63y1`tUD1|X{*80O0rL%;H!~&76OaR=d=obx!16#74V_fUe?P*kC$dce{RdMz z_B`hlnsci0+GSU5f>--Lbs&|B0h6b)hpd_h5)Q94UNvN7j(GqzGvHb`$AM<0*cL}1 zYGxkuEhzx}fjP zTshl{6H|c&YHHgSIx?CaO|Y^f(Q5@k6V$jt>Bl&Lb+dU6Nge2LiJ8jsVcjeZ(h4Q9 zqQWlO?BGUT|Nr3r{p73!%Q(-7sDeyHADU6d@~Q`=qMiU@e`QGkyM~hx$S3^zdww2= z@u>E_SsSTRa^YpZ7sos+|4uWok6k106#DrT&eRP-K(z6YSg7aw@+#sLdcn{uq7d2K z*6-{FX9NHm?65yOmZ9~G3m#dZs7j{xHt`w`+#tN$;|rZaj_#X(ZEg$~i4>h62O1O0 zoZxi;k5oDZf5r9+5l5IOEX`TW*sMlj9+@rmuRK+=cNk++r7%i zAo-qmnf7>qe@3%20xtAGFa&RD1baR<`Bz9_*JL<7&b_Ece5{8R6W~#=&xt`E|5x%- z8ZAtiGzX=D2)dlSjC>5iqNrrc(0!D9%yVH(SMO*=e;|)&a0M2|(oX~TH{ z8#c_6BKpcue7na-81U>mm0tSW0!9XAxntWhe*=an&UX2S!5|(y+hQFjRXc5mR#SMt znI(1FqR*l66XeJ)Y^JO^pX}bFlU9iSN`PF8U7{S!CO3csbj8J^n&|*8xEoQILXCr4 z#wCn{CsPCzl3g@@b#?vg0S#8=>AL_N`g8z7@Ns#7A#%Qvq`(2){aM{pwaSAvS6%O* ze?rPW5J({3q=EJ5LyXyaP=W@XmUOID6kb9`b|G=LUsSiq2@v>=hQ`2*5tV@!RZ^X^ z<6@40#~e?@~jF&P}{^Grp;V70wFx!|cvq39U@ITHcG zY+#Iq<(5zB1swu1`&GH7OeYJ5^V}abQWGsVCdpZCd>m3t)L^Bz_98VsjH@A4urdd5 z?5SA_2T6l-u_{4-^DpccM)0)UtP!|DrzS?>&rPp#EM7&06UEVRXVqJCr#@XG36oT+#N>E zG|+Ly=eS%iWu+NrhrhI$Q73YtMyQt*{gNSa-~~*@R;!pMzfz$DKMxrweA(x650^C# z4td%U9*>x%fz0b5rA)2`{GDnMwG_fx9FpxW9Oj~E;76O4HcJe{$m7!Se{a)7-0UZ8 z2Vvs4$R!+j)Q&V^-}Xf=EL%2z?!{F^FQw`T9wpGa1q!Ki(Xg`yaQ7xfI5l@+V?-^+ zJARqY40Nk?5cnEM7?JY*-6WXZ1zexAM=h-nVZL;Q-Cr!k1L`?|Zq)x{0Vz}GIFd8; zfRpp2GDi}W>BA$dH>!`5e=T8)76s4-$S2{dV`k6NZ6CAU->C9RkJ-@bWMAMLbA zkYR&sBKClrnbvN>QFWiCxGbkaLCOmeQtM88yar z)A0t1S6quX6M-QHqfecb-C~OC1$HR~Y3z%z^FCFnDuEj8m$C|VYJn4|==Os|>kQsK zJ{gRCw9kz=I{h?ke=tki^a}lM41&fh6@Ba=W@s8>cvH5Hu33N!sl5!TCyy4290PU< z05qZ$BH@ZD^S=AN6l83?G0Ka`@JS5{JFnVBoOJ_1K=)7}88Z9~4zb{4K5k6dghd?) zy%#pQGB}jrPsX6d$CIcm67)5X|N9==P&veBfl~OjRSSn!e^RR2q_Sp@3EXhb7DT4h z6;kLGCeA=H^7gm46UF)B^eSJV7?~^5t*?;q9-MYQrTZwU#i+naGUHPo%z+DNEwSGN zJMWB%rFkk2FvVr($Ho9hoHS%RPaP=*hq|%;nTKu6$pzt{=TKAP0eGuAl`zhdigcws zptV7c*tvU%e+v*27>b%WM*YGxa4xINPHDi77{j?I4#@c-_9TzI_;p@DdYvppm1i82 z4;lJBiZLZ~t%|ZpsG1uF$(S1)=VeBS81D%`C;RD9pc*rsCl5mTOE-;Tnd_(jrLE_n zEflul0D8X^7u!{(wj)uB*<%2%WZfS#?3%*)w+Fi&f9~WEd+RuMLj!7xa4{Mm-BdvU zWsw%xi*cA@x&DM(D6WUy7&5pQ)-i7&hFdN2?xX)~n%1_FT|OUsuZte19ItC_bNK86 zV#vyn@g6JXYMd02)QugfrPx&`sDbAeZXo#5VX6L{z4@&y1q256qgKgOVWekSAXZ30 zNyg`}e;^1Nl(QXsS&($ODFxXfkHEr#?$ikVjd&4*dz;t^pi;mo*q1Fow5OC!ti62} zo9#DKsSCbZ6?3UtoANRv9dpBC)_Ow)$M2R*xPinbT>+#318H>WjOgIi!ExgKH$CcN zd=HiV@z1$gVD=_39Y(*g?;HhrKdAt``zap}eu!y|~RgGsXJJDi7nR}dO8m=6 zR|ZR_XzG`|s}RonOth?y$E$Fcy`oaif5qnqqa`!Vn6-Dxb9Rzw!VoF5&1JM5?==O3 zd}S3n8naC!QEo-XK3tP#^iber{}w8h)!WwjREYWwx-#e{)`lIg4rNSXC555|Wq1`>kxO?YrOsifQ~)#J{rQ8zmx4YifUVFxyIybs9Xl0V52V&D&~~`D!*VTfALVT zc{`IR({OsrkKw7zG(OKOrFbt=<|YYKF!xxtab<-Y_|Aze)$2^{qwJp~PKAsmpw^Q2 zntY1aedMN}I)=LM?~m9=sL^|M?2#K;8eD-bAlg0K425x>Ut3xug2dqGqSzTv?9Ui# z7$WJF>BK}UCUFRYhpnhviU|;ff0$IL+?Acq+ghMk@%{K{!y!De0Q8#sy&$G;sLx)N z9*+~;=WF`JfZXOh-rQmv1!DOD1V^2Z(hOmMP59!B+F_sb0hMEOS)<<5|HAr?zxGVGKRg24172z?TpHfX4o153RLe~z& zU;}?WVhBE+r+q`t{hgx81rhSs*?`K!^a+>6cibe$=+4M`p+PMQ2Kh5Ea-Q|10qv;H*e`sK81

5B7k)xB50{fXzZ>LNts=NIUFo8&ke1gKeBoC`vz-bSK{PTl!cNjIsL z<^$aknq)S)e}bin4R0^wjuoimm`>;?VNd)|?!-W%oq`o%xbIzWthp86HxB--NHD^E zy!>stJG_Dpcv6fAn>x~q)W}DIN+)F&c4FJAZrL4M^UZ|THUPBSfN>T%h zhu!7UiOOdtqwxSJ^?=!}ue1cpTgzy;hj9^tnpKyTe^c(tZm$hY*kTkIPLqJWHOD)2 z)t3qRfc*jh3`*2poBoPKY?H}xtwfqs_ugO92o-ve&B%@OAc&PKRN@N7Ju5*Mh^N%^ zG75wNX5koUe>l?HqUqn`8oQ1F(TGn&jX-zuG%<-_;|mm*01QK<1YO!5909e{){ZP4 zvOB%*e|&Vb*|0n1-6A*Lqk_p_)0vn4 z^!jS0q@1*ubP_k!1%z~8_k<mb%w5Q7EwsU?l?DevUChq~UePTaA&PEKd-OR3{ep zr7h6;E+j=2W-&~3}(IX4;wGn7D_YFs;Ak`)^&(m4FBk(oQrfO@hh;b@BK(cSP zUO{Ak_6PTL-dhNcN`HnPgcsJQJ*URW7z1_7Y~ZTXAK;yXLQfi{1_l>xW8w_ug}FYF zCxL6r%{UTBOlUM9U&VLM1AHH}s_`b^f89W02eL*R6&f2DP$S!n?#0n7x~cKpvGplxFZ)XG`-+6G^}(PRohA(>=S zWOnqf-2$}ReMdqb%+YHd$dVrtGzm~gPlKGfZ-6{*(d2URHoHNTL7d!dwB)cJ}15U2~r5uuVIC%oUo{LX8 zt%eq`|F%@71d8)9vS0GZ2>H!WgCmOc1WXY{hF3^wa4romd!Mu)63@b2>iraj^d(j7 zFU6-IHwDz#siNl1x}GoH@PWOIe+s@GN*hJXM!9*rol%}W`s>2zHOHCw->qWC95Jbw zwG8c=ODCbae$8gMj@S}2O3aA$gJlJ=HiECD^cMcoT_#rY75_3hDQjYua5q;jQ4NTz znL0n=#!Qa`R}_Odv>Kr~6p5Weg5TCQJK;u|eYemci*jn`DO7m`Ne9dbe;ynR%eh*D z`d+d~TH0YUC(~n;d3+x{=!#6&kRpe`w{b2&ivG+#Z5Gf!*+3Mjo2~q)t&nyXCr#`p zdeFKyk0>ZSjw=Efc*sZBn6J!rH@%xR15+=brf(N~Ez5MSA?FHcmL;Y-468KL7|8;M zorP_zbgkS80Me+1+wI-6e{&HNHJnIpS(VVv%osf%2PO4x0gq_#@=Pe_jm*5!iLvD` zk~hS~)d3?ABu5jWcQ<2~T1|9{)3xZ(l{}HRb)(4=98Yq>g7NQyV7CsBMqYF z_B5y_>z(uvB6qn&XecLLa(l!@#v|A`FL??UhUUw|2&+Z4Hw}!=cZycfjn$AqwxLJ_ za>n!=5L>`w)TnO+OpJW4f7zA0Ze9NPY=qMb1(Tw2vmeDj9retT6^^-!<0@g0S|4P@ zwj*YY>58i#?d|*Ef6S&hnG=Z%ay!+v2PP~ttTdnS8s``cv5`5betwGvUNcANxGU@g zdjsy^{Yh98RbB8~0*Y-&ffSB-W%}&edhV~Dnl4ZNTRw4M-#h@{xpgHOFj16S^GE+P z3o>wVoqgtK;}=Ns6_x#<2r*rHd@bl`Ns|F9V86hWahm*^9cp?Y1Mo%c6=qeB-%8O}x%tkTMd*ITxCG zhpz+j8`JfXvi1O#Spoqy5e(*RoZup!*l8yrFVnUv!iyhU&OgG#@=OovQ60i1bT(E6 z@};PRD?fY@e_m!0^L$4r?VZ%qVBMNy$D;$SHiA@)lT|HOU&97V`#Xxa+*}C?I|;xw zJqY3sn_Uw+@-nipLzyC(K)fN+3}+fAvW{#Rz=`DAZ|SFuQq=aJKfC-k@s26uSuP(U zel&2B7sn+XCI_VnqhI#+>n z>Gv7-ka4S=V|&xY=Ga;f##*Fg9ve%|RuprL7R@@VIUHJ<8W-nfQycz5qZ+Q;*3fA4 z0(dOA`6SV9ds$AE1)N%gtFX5UF$71q#rAUPaSug;71JxXH!Dq~&%!fc>NZ53$vGZ4 zoVvpef5<*;zup->cLPt56D@ZGtL2I9R8vBzY_)^bYG!sgXQeM zpYI1wE%*|JN>w?>ztWjphr5XD$*}EvKRHcv{04Np&&Jm|6B5qJ2r)7p4rO zxcDM0Qu~Ng8}keB@QcAv2-h=vQ>@6Q3QAgswsIaKO6Kj|zA2cJqiuJ(&Txp~d?8v0 ze?%S$&alI^1QRd_dabWM^q;|Le?HtybOOuN%wxbQs(38I5kfE1_QoP2>a{?oV8fNK z(qTkE-_SuP6L3wRx$&&7B(h0k?pLA{d%YMK0e1>F?NP*Pgh@=k1;wNQn*Os*5%@(| z|FCE&77(47LWc|jgpU*m>eHWN|#u{7!>j#lV^ zIuX#2x#1Or@>c0gPAJqw>KbiUe_$p-o4U8|K^s~7l|>@kx~DPX$DVrY4t}oBDfm}+ zz&F*N>bc*8Lds%j*c~hwGWJcy)8_a9M9wP;lWbR{ojt9?uhX0r%rW7?4xAglY=_kS zphevLZ7^%9cif3ZBV7}|qqCPG^sjG0MQePu=C(70p_+Nl!}~`)zqjKtpuGmMap5m7DMLEcJRaYClR5#F zwG{2QNTZ7O?pK({s6I3%^4;nSWnjJ$LH=Wu8w79jVA@kIhfhQdAc0}U7OS|hC)bG< zgxRMga`h_kO&f{rGrO)$e@D>>Ik04H<+dKSAli$}5io4%|MZunzc{}XScy`n-SzV- zvYKJ)?TZ_ANd#663Q^t6yWO;7n9!HSQ38vM6FqbtAdf$*FA!MGm92lN2!`cKq^DUF$fYjLdVQmt%8qCfOdu)@ zU9>Of!Y1H}6*Pkc!FP)TPd1@py$$gTHu&~*y1=YR9zY*r8jD2Wi& zq3=yqeq(1NB2*qOgL_`s6CesixJ9e4jX7WGOhu|!#UP_S<0kC02YAXT=k2n)QlSx4 zP^$Gq@c(`$Rf({C=W`Mnu8`Tk1_H1*;5|W%nnF*DthrB$M}J%o)V@KY{n)%C$0U@J z9rI*&o$V*-%>M#0*?(B1VYDw~4$Taqx24OhKRRgt_Y04tX-G3&uGLo8g17##pQ#c1 zbtsYX`ucBx5vRS8t|9>C8MY4R$@pcWUFtll|`oUe6A%#D?JkSmWx|h@|wp0=q40-p* z`tu>5uU6(jjS1uqOS!$D{H`1T5;6MBTDLs0H$l1fF|5Fl!ntl8$YkZCu#@#he>)3~ zz8?nJM1x&XTz`F{df*DSCjC*g%~*#mk|}kyzAm~A##uXgY=$+H0|8OHX!rTLq9<;8 z+WF_cP5r%t`13^%nkI%=`8VF0AF~I}eGtYQyDCEPKv=2w`hYOM$_LU1;3B}%_6XCY2djKye4R@mGXN)@mRRuB)PKx)e8JU+LlpX_VoF@G1Av2A z8ZMhW2;W05{Xy{;hm)8*CRql=44$IA?cG`rayd0y?Rg; z6mpDIO`?&5hCs|murCn24KKZ+YAO1Dz6C@u6B2|Rzgsu@Zm$zd{GysM%_8qz2OwsK z%oS@f0DsI{Hhbc=F%(nP)#xlZcOmRiya~Vo`zo(n6S%2*+#b+>q-_j+=(T>`XZ2cn zn;e)mbXpV$HxUgRMwKO3L2`fr0gCp}rhHH)zZT{LYm~1l4G!93k^?9b!MUc7Hs@GN zl^)L!Cez4qwtyG#*}Aqkf!@QEw+fJcaGO_f<$qT=e0>uIV#VSD^)3DSsb zM^qi~?1`AC#vq}gAz_-OK>^Iw07^?br2zHQ!y$$sXVDt}c3fdly=KAr4(8?3R1IVD z@I7uec_GHueI)k~WeySMTTmH=G@Emwgs>ne{KiT!K&Z_gjj?f{ z2yk6O5oY&Mh*3}@SO`?EuX;okWK#+*WPi`1Y=1mNl6FnVRt8RWBp0!#neMv$05zCH z53_T`&}gGpa1SB*xu~XbWcF=zx|T_0VxO&Fc<)Z=FC=>W1>-i@Gd$b;LC(HL1|pl5 zhUl_77}-WH__J5oCJYW@!n*=l$k-t7UVG~ft5&wmK*OgLqk+-bBZH|!9_35T|9^X@ z5V}4H^1I}~c_HYY9hQ3pGMc{~t}6&UVyd;cbe;PO$D+uGMUA`qeQJvKEF*s$q>(>>vz zG@%O{n3;8oo32Eh*`T(0+zzx_SAY8bKoeZkhs0)q__n1xYEuI7Vo$c7Eb%0y-~t(e znj^rqJ!%zx9Vl;kThOd0ogaZ|)N=NaDg$)KCQ@u|eqjP46ipBc56|BWe!{eQ4Q&f4DV z+8Efwvcya~kq0Ahv>0^`@73;@A%yNBCzjqGN7~tS-n2=9a#(UXnPiYr$27RcpX%CO zOh4oXkCeR?zZ91%)2%eB%Y}k5fZ5KYkhlZ44FxT{xwLyNgk%5&<90h&xvu@rhp7#s zEGN2oS}{A`#Ql&fI!mP}!hbq)5zuEx0EJh$7Bau;b0pKU03rK887jbU z>r6Y1dy5%v75asL9_sg_r|~q*;(DPB2SFEYYP0m>fXl5pXyTBd0Dop6YCUhs(> z>K(1!1(xtwh)>3vM`mIpnJq}JwGjB7gQR8ryB-6XQF#i6E2CpS$~zN>3ZmJ*EbRRa z9~aUf<;|W+-v=+?qx0L$^D^r&;uBJH>5v*^HF1n-4=zB79I>Zj1nQ$76!i77x=%lQ z@-@VC!k<&2u6rDWmVXpE){kF)P3GaE>^CP#zdH4Z{1T5q%x{SuprgCC9v%-RLuvQr zvSx29W8rafWJVx2&U7$T6xXXovw(`BYGD*X6j~BH5tyi9UvK?OF%y|~R1N*)Uo}>P zi7_vCuuG16^R{6YDb{>KH&*2WQj z8r+oiNse~GL{d?OI24=M zt6Qyij@Xzl;|4Lx>du4vkmM0o3!1b_H7qY+lfOyd?o-L0(N=d+Li zbmd$yajUC>T_@EbCKYZ}X$WYv(wWUrAXxnY22hugc@Dv7y>`$7QtTA3MszBd-7Tc? z(Gm#NB|!boMO9q+@c3B=0QFC2P#)~=O~Q$i^#Qa7&KggO6Wy3N`toyK0DIuWctTHR zgk^X(7JtX-IyekQ!mehZTY^wm@5MFGFo*&yjBCN@k=$n-SxA$qs0k(x_~G7}T*?8)7^5u<7-kEN_Je**3C-F!JnbWDcX3AbgGyb?ac`Mj z12Zrb2mRm#TkL}erCK!b9uK<{t%t(2huW@=@H;zX|!YjUgQsY<*pL#yR zUv8+NYh>3%W&772i+pT7c9Se)bTeKK;QF>1rqFn|kTaaw_`w{0B-*Zq8%ovVMHrW^ zi+`NVk(UWZ0f5Sit6!s*ee67kQzQ{)%sb<_Hl4~GjV3Q-gB+4FDf5w-fbd%!osKj` z$T<8^_U^VK@70?+EcmTRN!t_0Ai&9B(W=bax$5gCKy!-KQOupdqaAd!j1jW0uqHLz z3g_s988lxMBOp^t{R?686UsjIRIS&Xh^5&D7$mLxqk>ZD9qV*j^hcPo$)eln!ghDpgP`s)Y&3^T#y*yrb}&xQ}f>p70G-ISFYSP zSvGU=Fv1L?pjxS-lU+#C85%q^`M@v|VSm^VPjfU4Ykh#Bd!8mO;6H#*%FmCm7ejKCXWV200R@+wmDkr##$;zxibeFU z^x6Ca$}9Zh!WaOGq)9xU8T&V`VD#jOhhKe5Ghkrw(O@ouFg@T$%>B09@5syrhoFckXngl#V;EQ zvThfU;0lF0zd=r;0p=#uq4u-^BjHwCMY}(R|Q6XLYxA4dm(mmBLno*5ed0 z>{DX_V-Rd;K%eOt1Z3t3o&nt|VQz?+9!Pf^ny6CHMRE%@z#0nvk!NX+)foNern_z| z4SmNk6|Z-+x`USi4|f80#30qW4dc9WY5VvhBTFrJDt|Y98qyC~9cxUc;A^bs0#OXM z>ivtYLU(P5c6;2YxKN(t9jR!hwyTo*)Vy6+0y!*iAq#&Ad4Khg#)HET^}Puuglpr- zW>>!Xncz0$<0}i*s)MKCFnLEjEtr32{y42s09VTb>_|B?#u(LA+C?N?`9FwZ;XvCD zIZX-_oqu#qM<-g?2>PA9Hm1njpi#mSuH=A~6vdCt4O~4xZ&)SL=rpQHU=RnGm0OW* zF+98%liH4!Fto_&{7;4f>_8rnFn^l(iWnj^CIwaqr-Ho|b!{^))MbFD=Ur=6Xhh@; z3bfI|sWg;jwDH&~u#DRQg~CMaV*V>0JP&CR0e_cv_A&xjZHOtc)9doKU?_#T3Yvm1 zZOnh#c}wHbcj2<%u6wZCfU4M8s696>tRZkk&iuICMSRKsmKbSK#3`GIDCVE(6i{eLzF%z8ZFe5Eq-0{oYmwR4Y3ru7yF?4Z?{ zoq+Se!Kn!|5M@niV}=uh>(KE-O`FaWThs{!*M?)%BjexvtNKEtQ8tPI43V&cKHk!x zfYT7jbYd(Wk?gZYh6tH0YSPepx|Ty(3zoTyCruJqRUr9zkW#T7Q^1gIrh6_|-Le4<3tkEHi+toxzC+ z#xz3j3DRTq9v?02sch5o1aElxcNT-ip%sdO&f2pDBdn&*)edI%@P8bcm+7!T-?uK! zH8iou(XKB3dUh^p5bK!NXzTbOl3yhD4{EH)Lf8MF4gwFpXy{85@MYny;O z^BUw3BuctG-*E^p7*(`N5QF|6gS2Y+T!_kjy>#w5j&%xg1j=5Ll0|-1t$(LkbR-No zI=~%7kf29sZEx=jbQ@{DvMP?qP5Kb=u0>#xQrGYic0s|CvWPDAwXk%j9;+PXxd1ee z)=3izMGWYb4-%(!dllc|GALB*PtoUks$H5c#S$|=!Vid4(urFSOwZCN7g#QTR+kC_ zuZRdFB1)Nt$sgQzDx;nL<9}{btB6qSPV9Wi*w#%=^D`4%t>5bO(m%O=mZ-1obtColYcTkV~D))qkz@U zW$EY{Ye@jpGkdPayUsl=TP7Q8OnU4_mAsCtg{n_NAhF#5~P5|?1b9@ENOTf9Sp{6?eqT};DxQM6rasQ3=MN7{uGws59>c2lvT|v zNpTm5_%v=GQzERF;D3N@0sTl1uJTK+w80oRTS8DCiDzwRsEiBAA;T|qwY$1JG*ZtUi;Hb~v+^a+w} zC|*@@`O8w`=;QA_QQr7<6Jzdk5Yt?5(~s-SM@NpI8wz!IN`K*UsJhK;gcw3_W{#~# zyx!*uJbaneL5GugTLlbH#DxaZ>9ex-FPa&GE!0vVv=;`X)Uko=?R(%GfOu*u)=;YHZOAP-Yk*T_twQj@L z6@5Vhd<|rzTz~zd(N9bvuNu_7opY`1KFd6oXETFaq}=yP6J-@K6!sVFK$4f(nVl)I zIdibvukGq~!8uw;m{VUy)BYt^tulM*>Oc1tnQ(lLrFgaZ#a|@tT7n@>VIAFL@?Iy- z8#d{iodkJe=0UED-I^36IW^3X5s-#AfA8$41zRYL9e=_cQlX~qgxhb$``2JQa>)HC z9tpSaPJ+>PW4;nA0N{FKI=a!Gza%rl|H%#3M^-7z95jT*fye-hJO=V3umGC`tERK^ zI|#vomej*g^7ulbWvPk4#qBhk*l^1pQaHlS+x?jw+m?x4H9Ohe?C6hB+M;ri68iD< zQ^W=++<&Gdk(*>*|9x`h(w?i`FRkm=*oee&fnN)M_eKTh3Guschgt_0XkWP{cBp!t zZ1QrJj#}N7#wpsY{4o?k=sBN}Y~O8o|+} zy7pP!zTIuur>g()an_+@wWk(m=^mqbVd@&u3V)31v6ym6GaC#Mp3djARkU@GTs4dz z16*S*#U@$jI4`CGDpED){U-pfU3Gk-Fb3U*OWHdsKN>~!#Q}@IJ0tVPQojb zp9?+5tB+8OFz~uEFz4;T-1+&aCl+D1>3@DNr_F|EayLmtb9maD^gcJj{gnlCKBQ-C zGytWb_q7leD-K}8W2KwFBiKZyVUVn}!Uv++v6r<88~A>*ii(lIcEIEt zP}1jZrD6>J`G&Ly8)NRT{E31HYA52nAo-tbW5un8OCV9xY|OCyQ$n!|-fQ`k9YeCuz6&b5 z{niAIas1yAMq$L+%i;96dY*MIqEnHeH_ z*L@6vkjY}hF0Z#CSna{a>pnG8IA}<*Y?HzXT&?YqX#MB30^=3(Ao+2 z?gN?-C_@sXTooZL5yZ>ScSh*Sh3Ms!0iRri7W?nk!mm(xhi@3A;>-lZJ#p{nDSxk( zaP7AlPNgK;bxv}(_F;x-_UA8BbtbZv9%b<0(Dv%qb zly~g@F%-&(BuO=Wq&|FRgq|shbA9`I{3%`z_fAM*0yd;PFUC~jFBUZ&-_g`IE_POl`l{8fkv0Y|j#A|hRoOtVR9oFfs%+DLSyBn6s?kK@J1D#NTH zk8gLDK0fbEs&liVH4Qj0Bn1qf79=)u*r9p7cmFm>AT_t{Lx0MMU4w{_SN|aIP6zB~ z{ON}y6QO340Z1wx5x${yaYX5>?=KF5!}}eV<_+v|xY{-`{)WM*Wd?jw>AP|RfUD$xub@guI`ebP^jL|;odG1jCLDuspF$WKoO z5F8`-362gx)&Dx7);$Oc!cm)%%EqEtHVNAxA@Dv16XreL&XjgfFB}i__*0fk-ZB5r zoOG)@d-Sfrz)nypRn3GPpSBEn3^CV*vVn^EBuQ@g@_**MZe=BVC~V^q2Z?exp-tOR z*hRu-`$%~7Cn$iw1dzlft4MK@%>*d42r-Qm#XuY8NPp0(@-h?u(oB{XD@rZMBjS zPX1-3>VGimQc~8&dk4(CY!4e1ntcz<&&~mBN1REVjUkKWZiAS*ffu4r89h zE7gIKq)9x#b;j6X5&VD^B?GAY3BWIXznimbr3MmE^RX;kYVO=^BfQdI7GeCi4q+L| zWpg4fF;hAp3;^=WL1fM`|?zByF?pz+6iFAq$>Tdq%It?v81L1 z^MCxe!a)z^Yrpn4HvSVS6`Nb>!_!w!k)rWN^(XyZfw*VdYSgp8f~h|27jZ_@If2S*Gwa3f}vTKCd0Ci5{iyKuSu)` zXhmwBh=9M+Wm9DWQ7raXyN)514M0|;iRERqFG3s3sC7l7#$l`ww$+u0`!V9oXQEB?NqsKOS)g{Fj(WoL5h zA^CgeB$?1_iHefWnm>j~#N65}7o)(J9>heyk{PlAsm;M_4uEP@Ee7MNwagbgkS^0_ z!-RCq;e0|l+Fv2>oTEzTE2;Aov}A%XkgOlO8J|?@y|I_MhuNDYG4eJdKd!;Ie;Fa> z{oOIR{mE@_wmb9EB#v0173WUCd-; z{$?1)ui(@1Si=mrou>%ZGinpxhUCSq1K?LaTxiWVi5&_7Q2A!2KqGo;sx6ePGFqEa zG9M4`I@kW#@q9y6=&1s0(=Ktz5jyq4Wc43-k6NQK!trx6ls!UDhzu9Re}07*LL5!EVZK^sR?YDIlY&9M zBnp}EklFs%qiU+*o$8$pFdd#9wBP~-mz5osQ(%M13cQPf&my`IVO+pL&xGg+EL;+M zfd2Icd+}x6(BfdNAQ;gjAGo>KbNU|D%4ZUP)0iIirXh*}%bF|#fA&Y2h#{v0K{u&e zB_&du|H&&K!6^|;dH&e&+fI_QF)q^l78T8*gZE%^lJ!W-2em+jFEEH8)i42(Fm5tN zq1fPYOcacSdL<6xue%pq69hHD=c_6~n181?DN7g7(y8qevJA>E0#W;Tk-ZsIp<6q} ziYx1uXOU|m$l*Zbe+!f#psOubICRPDwdY~(iLVe+G!iU8&7dLWV2hNsHf+~m>3{-- z!C4wextsOCKwVke2Eiym7#|K8&tPspjqN@bUw|doZnSPTf;UmE?-w~LQq8lR?t6T# z+#fu5-;HM|(e@^zaX&G=7dzI7zM@{$=j>LBb&f0B6T%83^Q_AE$W+#~%i zJ7|xnhQSMAlrqXL-B+jkFg2Pz8*ob^`W{cZ}9xQ#e(k(C3LZ`f3#+ftSgajgaV-{{&+5JW$f5y+nkDrWBlcT8wtd>Ay#=({;u_N2T z3}|<8FGf|*h2u*N`zhjKyJl_zKqaYCN-go>hoZB?$gddnEC8DBAH{h3;ngzc4twRt`9x&YieaiaP@p;IiSN-tWl=Q zQJWEG20SfRahdKPj3UnBsV>-}mTE9Le_&YWIL3&`5s6izkO6E}X^N;hY?t37;VD!q zvLomR%bVKwc(AjRf*Dv2aSx;^G?psj9q3F%XdTPMVteNn1Q+;~OBuGUZ58cYhZ4H$ z97<|iB0Hw@jJe{a9q#cY|L2??Tgk9>jUvO03k7Jx)}Ar0B>UnWty@O4^4(wjf8P{k zsgn;)qxo|@Z1D`$h<>W^^qu*R1YIbH-%5?>nr!B>AbQ*VSMcHhQ`aCS@G$ny@%ScE ztQ#{nz40u!7jXe(AlBvNE~)YaXiFMO%+=_4!jnVUTuUUv$DmFFQ9?|P4;2^GEPx19 z4U!0Y*bC&+@{nnf5D*{!YPZf&e?5nXRoB2(HnYnM>}I+NuC*Vvq)g_d4S2wxW$2Ov z=PJO{4P&r5OwKWYMZMZ0_i*Xd8y{_?4WohZ1Z6e;oO5wd6zVWl9nGLLPK9oHYYUfG_U25i<9iAWnmkr%5JJ7J!qa3S@0hAu}WA8Lf6w z-rK-*)|<>^e|JH!g&D+>G2XbA91>_IgWqWvxYer#Q#t^_L-2lle`dx4n;T9!q2v%o zpUBKjizp-Yd3aJCHe4k4gKe|pivTuXZ<*__0}EY-5_@FPO`9TN-}Z^cI@iDmJ~g6D zNUhHZ?+OmVD{eeJ-RLjTl%p6v_$B-a?I}p9(AEyl==NG;I%Ec+P<>B9AvS`ml5Ycr zb75>a6#%rkRV(qGVT6U9_`=DL!(wiK_7?|E7GK@?UT+K;dte8ThS> z%J&tL$MCB&X|IqgQ$%bkO}-w-k&^HLcgJqK&;&02Q!vtbA|OCvRFmhRhg()^vYXq&ZJO1uTiLvc=g?%Ee{tCE9AAyXZBtN z(vJAc?%Pu{&-UUqvH$jJCvhf=`5fw`xqKb`#;%KAe=1#{{H;r-1P+PaO@-%XGNKFG zn*Ja-!i^9$dC%uqNe1bu+#2sM1A%N+vPLw`8>Hi<XuddR#Soc_eul!>UjO!m{g*FWaWVS|=zAuNe8CKTg#d;z=p>kK(sUw^?|@^twIDuTszfj!i%wJ+$|5=+ZiB z{(0;46^jITW=S7znZbg0z)LF>nrmakl*}X$e;M3}fJL^bf^h(-vKw}RqpPy;D)uvo#M6#spttWk$XW6;g<`a3M0wIR4ppjWw4iQ=v)05~O zf2SjbiuEAS6D6)-#hP3!pc?QRTv51@pB;@AE5hkpXKK%OldbIyU+l{vi*i{RZ!MW$ zEiITA(GZ)xdyl=cm?PO>{Ymm;1!6M)>`HZ|nu@>pqv>Gn`57yS!q(Ke2ErH!(sNIn zj0w=+?3EWsjMva%O)WN6@+0_^Mva&Me{qM{jv`$5>;WeT~2T4JHjt_90}#;?lxtpXf{oYzPD>tLNY6{K)n}&aadT3pgp6kKml9e^9!9 zfG<0uyjA0fodCmxA+6kYvV*$XK&(>^D%EoL+#%8L38>9`+8CNrB#C`>pjjXgnxJ^1 zBU@x7Reg){SsPL6a&oxWq~7nJW`3nC622EZi>!r__TQHfdj^4wOi`;4p*t$;B-Kys zBXM!+pi)kS5rY-mf}m)0^>^XeE$vWD;J)ENB26y*crVt#_UsgX3~G_R7&)(=y)AaK zaYABW(biDE2GsJ;BL3DBTv#Dk){p@JPMhR~PVO%6u48E1A9l^pEtHt8e-5~{kKq!- znudG4)X&#{Ol*QEbM*Ep?G3CPqA4~QF6FqlBQhP;n+;Ci#aSl1=9lN>dsvY21I+x^ z+!qw8tBZhiq-YnU!=T5}{F)EGDHnp^A_u#cx z1QO+V9=~5)q;Q_xwgu&jf4H0oN`jcFYIFTem`pv99cP~e9V(024WxUCRe~&UDN?QL zzh~s{>@Y5)W@Vm*($Ue`^LnBD=^0@FnszSv;COkYJ?LJNl;S08muCCGFxjjajzC5# zf$W$;4p%2YyzdRvq@EvU-#~Tx+eJlrmys&y$~+Hq`e*z{F9a4{e+qA-y?_HE)bQ9( zDwhvP=YgmZSX%(G9F)ZO=*jIKt1`VlvT@bFNtDkw;V@>)457BMf7?CrLa^;ywDxrf zoJ(gq?FX*oACjw|T-84V@{wR;*$2kCkjV*;mnjYzA7XPeurcmKhbS4#<6=U%6L-(B zl=@1qZ^VoR`;H1Ee+opfLH-46c7p9EdisRI4cIj5gW7)5{kbuP#qB?*2e3&p=MVL5 z*!wNB;FblH`ttTz25>w72i%I15@qTa9#uR@0~BxD+%~rAUgQ~uH-}e)hBrT<;P>RL zkZF=d2NjC%;X$os0*{s6dzv*cGG1aM7#SMagh;&9)T2N!e+BCmbFoqt^*1|+Ml5kf zTIZu2hlGbX28IdcOz{ueAPm#Nnue7b_?cH`n??=pmi^ngO;6bZY5qIrt@4lJI}9tm zM_0D4PlO1bh#O$tyW9bW?b~;a3CLg-2@_tlCKi%Hf+RF)U^)Wi3`2!>FS+03 z!B-xLE021Bwu{TS{hnks+^YSQiWk&KKYvV^(x!>z!Z{ZwcQ{ZK z_f~fa)?cQiKXW*=j_ABpT;udCcb+Wq-^w=|mNZ?xp<`+H0fYvQJnlT1#F5)LLcNZ` zkr9@pf4UVK83aDE^^|Bi;vU)?G7Y2^lDtjvMu~&Kb@enrH@#d)62JZDc}_P~!3+B{ z`}+wCIRFiP;cJ?Qlo;41@2?aLCPOYJx;pdN6L$OhD|G?fVE|=G?w{b#RFmusX3DNE(xrDhMPDK zVxX(Rz{B)Ui}WUxxP1c`rfLM~bl=sGtr&bGQ}~p*{D}*_TcqbaWw3Fk-!p*o-R?!u ze|?4P3fp_bv_$Bb~ zQA)MUBRzbqmYHC)<3Vs+!rLNSyE8bzh&~KxMz{IoK=f%xIJYO>7miwEiyDOkA!s5t z1i38>=pw4i&2YQh2?O*T$3*BrP&f(Ie-z+-@xo;sR9g@Z&pn)=h<2jw0{wtI^+Bp2 zjX#bsSouv4FW$u--vBS9-Y_x$6clKLI3fxUPjljD(L0sQgOg7#47Lm)zX7Hlb-eRl zMhGF9%qZuunV$>4%v3h*CMEZ*xLk}9{{Hy8*RaVXS247fC}kYq>sR7@tFJj`e`+_i zZ0p+{31fb-G<~+HLAt|Bbn3&5v{*(NQfNki4b6!64)1xs6znK7s3*iAysIl{K<|)( zbbN3jjS*SrQgFtf;dZDt3yX~k=b?-fN;e2BS1psh%IA$C;(>|NFdbZ*5w7MMA*|h9|qq|VMr$+W;PoWA;f-_7uf9$4cW{=Dc-xd7gEvkM7%W?h6fp=6oqna7^<_MaP zLnpuf|Ci9MP5=qjZOa!GJ5=67^wKRR*ea3JP-JOCYROln(URbFI3UDV7y^6iG)~Lc z@q|p}LjZz3W9iVklhCWf63=V>3m=A;?kMnuK^j%X$PtX9I);!sRK3H zbH}4%zhoZ(`0hMn%ZhyFe>I;;X06A)nL+q1pf38dpKbJKl7i9nDje(J&IqHC<4{4k zu8@9M@%Hf+wL~w}wiUTtkgCVznpOHYV0*k~*2FgZdd(4$+?UQM^np&1nD=Bfq_(R- zbMN5GK^a1UQEwRHu{0I|m+vVhkt5eX(=~Wj5NkXI7goWQ;FZL=e@k0Ylt&Q6+}L<; z9Lg7qWUCAPUmNG(^>7a(Q|GS@=VhC)yl$tszTIkr16B58(!>hr)*NF#RDN;TwF9>5 zI7EW}qm+YbvCFF73UZ+1^@mvl(kIVRJZvRF#cBY*5^Csb;McU7Y?q765US7h!q<;S zuX&Rw=GB>eN|;CIe?tFF=#2YLGXLMZPXhw#Sdh28(>;7X=iDi7j-kou;>vSckgnnB z7>J+$h!HzMA~>kn_20{sA!~qm2Za=nulM+pWC<@35PPR9>I?Mz!}bz2OBxIY*j=z7 zzBQurAvC7YxI02ZZlme%vLiuAxtv!Io$-3LpA^F-wvcLQf3R!A)TEG9wc3oLp1}d* zwxLB(`vFi;)|j=yP1*I(05SxE8G+5|w$dODE(8M9G2}y#rt(Gd@{c3F34s&0txHNwcW?&IapgKmC*(oJg9{f&gM|A znvw%|K$u5q6 zb_a|NMx$Iej|Sug7QV5FZ;Y_!a#&pL4%Sbg|Z471nfJ1so7`A(Bc zGzjEzYvZ4mhj*!pIBdOKfPeVJ3R56DfD~_)`s*qCuo38D(WokU+TObh!T9XZ=>anA z%n_2cFp|@e`@81(2qJkQ6o`ZUhA(_bk8lA>e{f?xbydI-j2{Kw9HIK)!Fni)%_S0h znq}KSu%66Qe$&jfHgIWbPXJ4)KZhOhxL*?-prbO|VG|xQby;=QSX_{`C=rnWe!U2GSc2{F8b#5TK5n)Pa9+_kV+AjQz zf8yMuPaWi1?B7xzvpf*)25A`*@`%&@9P%IOlN{+m3wnjSoGR4YyHWY1^i$i3kJK?R zmbDWcGe(+`jr22f5}mL<=aVpQ z1OYEIa{S_9w84=AhrEMyJx=N7iv}{=f3uFbvdngXiw-Ugi>v(@jy{WkBAI!QG_(gw zct~yt!$zH(zEA><>%8{<)8&jLfOq*mCVgjv{NjRF2;=Lw$kgf&j^fde%0Ey0kQX9( z0OC;k2yv5JffN?d|MX~~NCmJA$fxg7l}V9RL~Ru)6pT4^3SFgW9Mlffh$oR8e|#7l z_J@|1JO;IVHT>mmsv4=$4NAQ z5n^MJw#e)l*2GSSyiz81FI|cU4B3AI-E}nW5HQacX1um6Rp^1Uhu%-MJN0ToDX}&c zb1h9q2QCXl&<9U16)1|)o0UB7e^UNneZKo^$%}RXm7aQwAf)M}!lAadlA6gm*p$T?j0fHWO2m~Y%gV&6ME-SIHXQgcRq}z;fAn9cStMVm{d-Q@`M|ulmv!i2B#~v z{Ms_pnnOZS%i2euZ9XU4bOt5wUPi6kg9Ii(Apk+CUH>hWW@XlsH^9tow=-$hRY1Pnp;^5(8%2_7C_iA90oMow>km17G) zFo`E7p&p6zHE*n`1Gbx0Pcj<3UC+*(Z1nXs%J`A>a8 z4TWl_N4XFX2wFlftDUZB9iq+$?FAN_FUkKEb5@_{7T1CzN0saoW34b6I}|0T`XebP z`G6Hn*kVw2_0z?QN#2maX^d~r!Dy2%>+ME9u#-#3t1rT$bZC=?uPU}zOBspV!*qlA z?tIQ6HT`=kfAfYd%`;V0^yJxd{CJxlR=1dT2wGx-IpqpVBgD-85Rz`aJ5%)fw0=T) zD%JvZXu3Mtp(SZaV7lVw8q~hEh6NqPE8f!zcqTzx1LGooYKxqPWnVLkAItP;B)o9s z0*@=&<&2hR<8q_WV7*GINzO3W8g4NsNDAL;DBSs{e~t}T0Z+?^z~~y9!2Omdn7a7j zox$tL>>fE-Y!L)B=OY^_eNJ`bxh0EujWJ38$fUdtRGshW-kBwN?=BYlCjjFsgY0)q zZKu#t(CuT=nDm{jPf|)l?5#HCv@iLwd~~dt?3MXO9c!`i9U}?3_{I0I1hunb-MGBY zzzA*Oe<5X4^|srV&Hf;0xa`(l6X;ITBhWy}Vt_!{b~zON@Q8*F&n^sxTO$e1@MVrWrPucVs8J5C5|LXN#nI)-Uue6e=Eac;%A}_Tjbc>Gu{&P&2&XC4TIf8 z#v|vS6TO}hq~D@y1|fpj3dA-JqCUg|@>1aT@X$dlq4|{0JfVjfZ~>4XdCWL-$^6|{DE#&?K*jQEv z%rkc{HdvVz9_Jd&`v6BkxWC2@ce#H}k=x#J9EIJ6?b;3|- z@yiAI-ZRP2KoR90Kp0c=7-|9lNqY;tqEwHyG&JAR=!TN3{U}iPE;5*n!+flnLM{J zU1P2aQ5#`?EE2B+`qi)@sS;9p=!(qFZQfT1VJ1}X`^)T|hVGW54aXo5RcNUNji5cY zy+6L6=`x!AN|8dP(GXz!GtKKU8N07%8ztRU2;%xvG92D`8i=7a-{KjS$rVhX$cgz^*bAg)ckG%IxY72OoWRYi-b;w`Z?Oxm+hYBEz41y-AL+>e-=yZRuqfQKWwpXmEa(*^6>Ha?!} zku->=B?mOtvd)`q$G$}>&4eh!MSposm@5=FM}ewn;c%})>NO@_Yj>laxb#gA5UoQm zG5)+k@Bt}7P`N|JZ&j*F1<4rqBqdJuc|3^Oq{fX$hznL?#I+T2Zl>tAxP!06qA4GU!@U=bG*%QLrj?-Bzx?-4;&ls3tpg{mp- zKd|Nl8m9Ds67GWl)Jl&bR11ov;d+Pi0J10-4+{4q`f9}h7y`lIB;`08?rO?M<5|b; z3WO_wq5ej{X$~?n(_N2fK!2>~acovS86&Ju-~5U=YHwoYiNwN9Jzsyu^r6o;RyR}> z?~Z-a9)py=Ot%%37N{-R|LN>h0ZC+d5@;f#4wjl-0$UE&EOl`$-c(;`juoKo&oIR? zM|o`#ANAgJr2k;vPX7QW4L`*DwW)cBhHqSaDDjlwHNYPwp3rxA^MAF_sVGyZ(+Vi3 z(A*JQ?qJb=3Xj=}Y8wTgYqx?80em~H_S6^Q2nN*k`zo{;-S~D0ZE`ZSZx0yJaMIo9 z79cQ5ume*!!h9mHGi~i<_fFXANVb_6FxM(O7ZE&GZIXNmyZ2k_8uVgDjj*UqfCiZ zi`o$0G71)Vd87e#hbQIB9;ZZ0;v3|=+}5~XE_%>k33DgTy---G42JT*le2^pMqA2j zO@_Eo;$LRf(^;$Uvx^9qJ?Vpn9&w1fNLXfKcB@KBuQ)?T+<*N1;cDU$!MK4X9XN&n z)?!=XnGO%nt~vtBQw`*m#ILv&!vMeZz0e&Z?|ZbrVS~SBPWw;)uiGSPgb6*up4!SS z&u1>TfLkvk^y~!oG022Ew24bJ9yA9$Q4==d$e0?|$Bp~5VN!$vhz{faSqSygN(Sff z)$RknYZ#3#JAc9^n+7fs1@|8h37on(-Y(7&{eu{CsHakzG1{cj8Rmn)-*b9d1M|4@ z33>>zHB-Ou;0dG|zSOmLue|?Gn($|kvFp71O6+lh7G72mI4SbQ_*pYjp2=kEmaxZb z(F=q_F=eJi!UQ9y2(RO*Hx^0dA8{`o15 zOD7j=vgnJYBmHL~yA^5kQ{9|GQLL!7Tree9C|^ROl@}g}{;PS;naPrL_%;PdDvea4 z7UxdiV+x(Qv8MXW<90%!Do33c>~lXl?=_olxr$2lncFXDF$KNo#}fGh!Ku>7N=_Pd+arL=+H~dTm)25(IqK)H*u?|A z4v`t0AsIewnzPj%;F0!gUR}p_-4$L>m2(itoDu>lUfwH6(6zXd44hqO)JBG*?obnX z1yrXRsAvVF7AylwL}n?X8pU&LsOtLT=LR%6tbcz!>+5wX+h?yR`Y$#wdA2nh$v~PR zufVgRVkZ9~O~Zx2q1z)RaDA&cuZXA>;_UD_SJx+S=0I+Uze}xN*GLfW$-qgmSo~5l zY4}(fTSKp-`EnxTv}|d1c1r3^0$@D+>Fl#HSVb@*+SIcK<`VJ&hLUF?_fm#{Caulz ziho$0CDrbjp>d5O4<*t-4s}Vz6}x1Mx4|-E;7W5+&5tVd%Imvm&mgIJoGc8)4RyZf zonJ}^^g_VjfG8_4jpbH1Lx*qv-2F_h+`_v392fX4bf7-#l3(iku)@K3&qlP-Gjeqd zUr)OM>U8822cfIR1HtqAwpFQyzvgUdPJf?LydS?I-!0W(UrOG=hZiT%Vb^0-)!loOSrWZ?=H55(sq)~K(b6Th(|`Sk z1S*MmKTjl<+Gw`Z#oP}-37J|+Yrl6SSml=LYUwDZYe3+QBJ+^)^2|#lUq~4KXht>V zVh}ux3#$HG^@(OO{eJe7Jxq)6C&V~nY%TuO2@{Z-6`4^nHrdBhc5W|!^wY5 zg_=vRZ!!}t$$5rf%5S->C!&upBCr>Zv|AXTYv&q@%KMobRou6PB>B)M-J#1&dR}l5 z2MV!HVUR1)D`=9^i+0A_ZY%{4=$AJ z;$6s^K3L7wgdeSJ-ed?sBj@7lr{l*PtKDi>Kz{MRsvg6*QZB>|J+%bHhN#-55_(JUV9Z7t;NmG5 zWm=1J{PjkabZtQ*ROhNlBcN(C(=CJHrXAjgP}I|`mO;6Nm%x!zXV$$)TGAF~ z3WX_av=E>}e1FBrW~}#4^aw@%_xj;sLToW$6DUInu>)Fr!ubxW9txH$^@Tq?dgCHU zqkKwmi#Vo3 zMKqTwF@KQ)@HLkwJbVJQjIbrBScCcYnoDnRJi_ei7Tx32H}}2#X1(`@}Gz_Iw<{gZ$9k zB0b9ZMd@u(zb$$Yg21?>qtCpnc>a!-6=8HlVJ(Fa;m~E*N6C7%Q!GfO=)01I z{AlH|?LjT=XynPPZbu8r4)9wOq6fsAw~NC!9W*{S1%4utXjxQv?RloRNWd4(y@rlVR!&PzheRYi_qLU2uR>@2rN5u;Q*Hm`OeT(ks%=o_oL&U zxiJFVManqXe;C_i346|+ZCdkbqb9x^)CeYrYhR%|Hr=w?iO9b zUK=FKy-X%@d6f%cKqq6aD}N7-%NS_>fI(369Dm4#mqE@~#~WN}5ZBhr)iWX*r;{b2 zRTU|pL8`r0cZlTMX_cbSEJBH&=%d8~q={J%{>BS7D7o7{SCpoa3l`t)C0>Fn>t|j0 z!c1HV|GdJS*NrKykEFrlZyG1HWqWRAZaeu#EfPD_`C+mCC>4n{djdV@s+FXK}caq&i z4hRw@+BAm&xs1E`)#963j7S<5>XLY-<3Yo5c*5zAD<}T|H&-%bfSQr-CI>O|)|)dT zpu*vh;1x&JG$9xYqkmQrE0yNsX}qlndRw(T8IO>+ldpNg&c6Hoi|O2tTL#2&9^^Tp zvqHqi`$Ztw<3FCBCyH9{;Wfgx8sp&2upl?^BQu8PsPLmGoC#YX4>0UK-&iPK8vrzJ z$%C8>CaB7G4#@k(zrXrC(+w{?@Vq;U&i&1PI`A7w)TD(5zkh4+3Mrz`9o5gAW5O34 zj_U4YQD!d`Jbs;RD0g$u{CR_)0SVp#n%}>r#0ML!1u#v`{jUACGuFbx0MpNkTkE$7 z&KmAlWKgP)!GLy(@R`nC6}Irx0o`%2e&61Y4Z1r-csm(%Y+|!022AqZe12Ilz^g( zyG9~$8_$Hc7Se`iTG%Nd^P3cz)ywjUM3F11Hce7m?sxc#Shf<0F1`JNhoo~{=S#RT zuS$(5iaQap_a!k43A1eiWyxhz+$lvhmd8hLMn`QNhJSoP0QBPmB7sSyD&QgB(?8v~ zu0+J=zxtLrLPJoJ9Sxs>aOSHXnBGJG%(0wPv$bHX#H*8{v_{w4>6G{4jGsB}IHE@$ zbKdK{Q|Qh^2hlLJ--z%1H=_)EXW7pTE-c!$p>${uG%;6@>huY7T?PQ_yUg5`CRfsM zVuj5lc4Nue6+z}AJBqO_e8Q!Vqy+(5F^hlMcnr}D<)aD^h)t>zi`EM;+0OIq2j zrT}A?)I}L;#w88>0!}Om5fOF8vDY9EKj`v>^M`K=3>v+aP^OS!AGG$<-%sN8Y1(s- zm2??_s9$U?8gY6CrHhyH(I!($0>u6gwSU-7C38P|L6&h0aHRHxLQqA#~r+VVqU*>e5BPU%_o4ZnV-j z@#gvj<(pT=6u@jB`UrI*voMoi)Teu%WS&$WYanccQ&+u&;OP;M-jiLeTsmE8ZtR28Q=8laAN z!LUrb`)}i>6pjj+5hG3m!sFY;=UmYY%^Jx|pNhv~JRfX4Zut;P555t0AAh4jQ3Mga zJK=CT0Hp~ihU+HAn0p3na*(%>U)>XAGjKP-gYsj*AA;gjE?z0g`?O>ZQhLlvU^V9i z+y({HE9TP=Yos>&DC0U&MkXqP1}p7Cwave)-ujeFal=y|Cd`o4087_?>r!$CNx~-8e zC2}ig>^gB*bN}cnNra+XWA9{#pd)Mx$+#JqUxIjYF{zs(MpEVdz<(jLiEpJI$jciG z@UCVh9VlT?qul|+9zLvI5JjgXcR%E!sip(%Km6ouroD5^_@y z#pmYsKZpubU?H+q=6^SKT4f_ahmVmfxIXw#%NL>YkoT2!%HlVAEY#nyaTv#m6p?A> zr-6=;I&qjfF)ry#^FqRCZiI=(Bd|^*71U$+YvcHxdUFMRAu@2z+MCvCX({YXC}Kft4}D^P88{M z{#oVN^{yUDMNfG}ANC7;8Y&%6O_oA$EkJ)apx#xk-JO`$75P_L6czPB!vh=(LVwfu z<7cM$VMx+I+jI?=H+3H3g|`ciu|EOqBuf=fUTcG)dI&E~ zy^O@XEN5>h;%uYiJB)TK{l7U}7M$2u7ICUnFClV>5R}pdLhwZ%S_9WW>HE)!w%3B_YT` zFP$*0jRuE|MR6|dBJqv{#5*Ewc&5`nt4^`j#$%;k4nneetDqxw6#>k101yEqujvuv z*sTNU1T_p7Tp!yj6w5sC@hiDMM@<6McH+SSiXJXI4$xgI1osA1Tr;p_Ec%C+y<#VL z(`(<&Tz|f$9j(UoPxqeFy%SZc$wQ}y^Aj!DD7k-th#}lp3k!44J}rGx`AjKGZsN|` zj#Hu?&nUaSJfP1-677;AZeEbjs+>`rx)^F)(7b#HCfk( z8zJUX0#@O{h1~aZ%*Yb$n<4E}p8@pk^Dnc&B7e?52r+55#R|$-Qo%kGrox^P=Q#nC zD7qs1kws>)BgGQ}$ZviVR(5J%P5e=_tnLrFBc~+u6X|fat2z^TFaZ4_zckeO008nr zIQ(v%Td0Fy9&{R=jg}LfIrnNds9jJX;dTDWQ9Mr$7V&4TkT>?SSrnZ{*ma!MlJ0!p^W53P+0uF>EybR_}7?1#gZn84ZIBcb*DtC+y z?Hzpwb?+9e60Vd#3%WaON%)BoY&|CrdDYr+?<9`WYSqpk%HIS0DEzu)I+3hu2!4n1 zr?y>!J#Ym1scLyg7prP2m4;5ZBiM%~YJcuw{vhWc+~GQE{8qsE&5P4sF+4IS2uYC8 z_w`tPigMEMx*I`WA1sjE4?Y+?Y9qo757#U;9X=|@r-E4aAQzO=YHA140>nO;q@FM6 zu;X6(^}BGj9h7Pp{mQMd6^V-?)*Y?i%w{L$LPMt9Hu3?EQu&q~1W$1W(FAJM`dyl^#WtV0W{MZ<8h>A| zjU|O>Y7H&BDO}ufXeFrK#4~)(^4{LAm0NbEaSq-GMkvV}C{dpuP1J>~bf?=u0H0Pu z_YTIim*|8n=JQgkA08Y5W@#^QYk$SBLETU+;l*M=03taP9-7_mAS9efzB?PXb$(g- zzEMRR;Q+^NF{7>e^c~Ccl@A7xhPM>{SO_6}k*GD6Yg@Fn8~8ZBUb7Z@k#HPm(Nl#~ zh${-lKKIW7jC^kpPQDL%we8rAb)hF}oSA4T6^ zm3?2q@_8!SnFBT26@SUQ#?X>ms9K2qDU0*zv_>iL365FukW<;aF2xqLA;#n}<(g~T#5v7thZ_H)pU|#e znn5JXTPYQo^ak{oqLW={tATjVV4Kevi5@`{Zkh~@1IQ_Sw}0AzLWukWgO|B6KbN$- zvI@vrGT{^jb?qKT(qU;JZOt1-x6@t7O?7Pk=EGnp5`2C#{R#SE++DrYw+EvF*j;P` zmSHcL?t=q~4S~U=;6HTI>T?52DfkbAp2z$eqIO{Jq4K68h;~?%IMG#CyOW-T#aq

zyO0QZmzzG>>J@Twvl$WA z8GMWs0bwxs$j|mRyUIXP^(ZyO0_muuz}c)AY$zv@8h^SjqG!iQ3n7T#&&x<|uPY!3 zo&&8?6=(m9xADd-`F=kGeY9f@;Bln{c%$xwQnGyVoBug(Ias;-Kfe zm~WKRtUk{pgF5K+Kby`zfROqO_~;0Dix?YyTa@#2bhtM(&z6yr4VdJk1_(RpF&j^V z?d%v!9)B$W00IETUJiEV^lVy^r9LXe?&$Or=|&JPe_T=<%oAKcJg6>8>zlvDWxJY} zj;pSD(ENHwfb80k4iI2YS1^T9g5@Od-YHDDDD|+p7L@3DCFe;TPYU|Vew@+&gbu8m zWg94uf-tK1K}F2#r6rRWg^g9msgDc6*mk7`{eSotrtK#bS2^~I-kr;#n-iyn0nf9t zM%EaTe#Hv<8t20$`dz6df#FLBgPXF;db@IP>(biRaWaUBDVczQR^fn}tY8QSPTrHx zRM4AVjO1eJkv!)h+k6~(+397aQPogFLE-I|^bSk0%4={R#L!alEK zM}Mo@F>p?4EfC2tyGuW}0H_%&qzu1Bkz{QtbIVSm*Medc#s$cP6fevkqySZVx^`(C zGVdSWMYeN&?*Q3qwC(K(<@HjD9MgVoY)5itlEt|I!2J(;BAa0Y$+>5`GDg{_tQYfL z43WENSWfuV3vUen`E)2LR#yH{uRF%}>VNe=jx;zZTre`0h};e`PMi}GfJbn!EQN(g zfSw)fQ%t~4w*0~O;Rt(E>1?@IQa=(dRcY{DLME>ixNB%6o+U~x9SkIbU(WxE#=Wl=Km#Rjy8fgdiwhXKIKhO+$0gQGa6Y zGUN+;U;YaPe;D<84s&A!V0A0VQc!XX+x3#cKxzs<9Q%)pJX9B$L8p_&b|MHNC(Xsh zR8wLZWjgl%NS`Md5VxL{ME*7ZyEhQQII^$%X#|^ zr*(Cu8yWGf&rN$Q{_xaq_Xt~#U%UwkQ?>K2D)gVP#jYiu z8BmsOUOXZj;-;a0tm1St%{Yb6P_RD^*F(zlfzXuK1;CTz>Gi!=Ku`uW_8>(PDi*Gez)`Ryx{r*1~*%nR@UhVvD1}X#J?7Qhy1R?d}BbsD3DR^2XW@p05oN3 zGEDuKuW3l`UWP=!6_hWYReyCOPLq(%_X==K5e(|_DaQb=8Aa;pVRv!eIT*E1490sZ^a+t2M{jm+QkR3<7|LcyoXRvLyp4KbK9jQC#u znmXa!+a@d$sW$ug!}|@nCuofTJIWTse}DdL5vOi?hPe>JLR%=k0|DS9jg>0*y`v%_ z>ZS2Cw0ZQ7l6HOENPk0I8Z=U*XV<4&osOamC;HRF~6z;Yo_U02EQAgMDE<*^x5C%`MpSPqU`D_-pPGDp|}TWwB`PN zT78pI-3lWKMC;yIlUqQaZyo0zpSV7=_=H?}-Hav0l(mQ#RezEzNCpvzsE`0&jjk5h zE|EdDTs(0uWzHVjX%wk|mLVmp!7|=EK-z!+G$sBG9K}=X^@dQL29zY@;mw&R4a=($p!wXQ%mIPeU8W}H8nH=(`J=nC@-&vZ`&ZO5I>4cFo{_Vb^#24Z>4z#UKqc@OxvL0ZM7 z8K_6xt$hsVNLCASs+1B!j|X3xXdV&!lo|w<4pj}P2!9hB_X^(=w2%QhMCF#0Z5tOM zgfdJ6G?S2N>aekV-~Aq@Q~vDl5jGkFJ&}ay8-*iJ=+?tLN$R#f3b+~o@l%o6Sib@y zxE&8UD4*o#H6IwiV!L?cRXo6Z!zpDN_A~VEwr03V;cAFq?C7%{8j>s4%Y5;<$G>rI z?N^m-ihu78jZw{Q5sG&!LdHJMC8!KA>(0M?e6j<{cD^lUddvtvFLcTwoVNODutxi0o@uh_1!Egiv>4q0&|cV5WQ?VEnhJfnePrc{4|+ z3+c^J3pI%&$=ph}81)}0L4E4fGW}JyKN{+d%YWc7nioSxgj7N*;H6+XAa5fu30W!gjX6xU!_>bE*9 zpCov1nIfEP&{lDAJxsC4{K{%G=yr#wtno5MDcz?zg z&qj!pndS#u8?|6u5kg+tZumJD5?<2Yr*VQG+$vvmq>}u>9BajxOS;$i%Ky;-z$;<^ zmZosANFRH5b_sAK){wPWVHqmQTeVY5V0VBM;6T9yXQNG2)o?;v^ic6p(B^MjK6rvg zEe1s=a|vEPFy}WaPuHwr>KF@^(|_c+_1X41=gLP3(>bj5f*k7`Ir76HOB z)b4>ir(L1u2vNy^KLKNMP@$!AD-_DcK9oPh${+I}I2d0ZGml{r;auC*vC0=}Yz~DX zdv-xluhbvAJ1Ieu7IqXtjel730b%~bTw~VN>W#evqXeX3j!B+*ac>%PT-U4P%BZ`) zisukD;aGhCI1CL1%1wT%1ckGJFE;{h3)g}K0P2_ITmY4s3NLvb`C_xILVxhg@!&on zjw%>@y{)SB2Jku>2Geo1ffY~1m}}UVhroCt$||W$Z|fyF8O?$Gn14Rv!t#{6Ye1`5 zt%Ms_dLodtwgte3qfuQDG`Xr!&S)*rwvRANk=3DMf+#WHUd%T0Z8IqFmXSgr?BmJw zO+P!V%RqZ}evv8cyd>;=T2PjzTC(Su(jzAig`NI0s#bvB4ZuT*)8SWPiDAz;MFCl% zN{m0Vab0i^*hPA27Jo#bfL*37WojzXFL(Y=-9X)^tbb%22O4{PCz;MLRMrqj2s1BSmF|Ah|Jo zBjW_xD5nA2ex|Zq3-k!M!sT|>boXRK*N(*vdcqDi5_Yc#m4AQQ^bTaeSKz2ye0|_J zvLhLj>o|@46CU2^sebq<<-q%thcCsl9@|WOD_DU9H1F392Ly4n}OHx3?LLE=6fj&M-s%VSWdO5>Z+^P_@o_l)ovPP zCDLFMG3O*ODx}MFaY@KJ8oGVQm~&CMI7XMIj`1F2&OL zVlDzNrGNTBQALvefRbxuw^xm5<&l~5ihm} z=LTQEF1!I<1_`o ze}55R7sxsLRZiR@2itlQl{qKb{sUHbEn+)e)f*V7t9KYaq|t1G7qM~854uZqbiJQi zSmaUl*0B@O>w!)mmq9S{K_+b~TaQ45GV|r#f3Ph_14d9#{bmRc{ylksILQE094q(i zSt>w>VSIr1E&Q=HloCHhH{l+K1rqca@qY;hqr`zIWD~+1>)s2{aYLsJjo{QR#&l;2HA!RF!dSOsGn zLiVnH1|bplMzua$CH-6h^&h#;$B+rtKv_=T$*jjxcPoA}up^au|L@%f@fcyR#OlqT z2(GyKN&{tdvGkQby{JuRO9V5qn@$?HgsSlfbpj_ns(ODNB@oC`9-|PeUVn*YQql!< zg&L4q`{iNNhHtot7 z{_NcZ#hJTbsBr==9Qv{H6bbrq^i@Ym70JY=y z_<=wpi`jMdVwOrB1Yg2qw?17|-);SAvw|*J2;v5+&<3>1PS}QfU?Q|on8Y(-SVrXU z>t+v7Dzu>UDq!KI{!1kfvu8sY&?|OfGT>*sh;q80XeQ0mfo{x_15<_pX`gcC*BJL`~6q|JweTH(s5Q0h(3DkENjXgnq-JM>VC z#4DaVc%JfD(|=vBznV{Ung;-yIz}nj-}^&V@`MW&4TLfoWZ61NJv5Lvut>e`r(1AnmsaVZpd??@TTcLrdo zF^T)Z+J*PP(CvES{v0P!`oZm(&cxOWz#|H#wl+#N2dBmh%SeFBc?xF%6v0|-i0D|z zLfZmX38n*SK8P_L zevvTwF*E>yq(hnD=8-p^a7uM7|3*b;@cQuU}y=E|#k*BV^;48BE%nP*j;5nte%_PfSx&sb7b(MhUwq+-q96SgK53eyz7jG4*@4gM<~8XJ zuCKm^2ibAE{^!xv)NAZ>kGT3XjlNVWj%J}9{u^Y?Lzu~EA@2(_k-@D>K|fPOK*{_X zI><29qJOZnssK)IojY^uWFO~v!y%R6mesXUutKo(+b2hsTS2X!fJt#zVKM#uJsGyV ziGz0SrH+)1n09^3zYiwrcNacEV@Cx`vjZd*I1EuQ72XKlGIAeqypA0gP?=$PPrY33 z6Ljz7oV%t%ga}`cr=~w4bj&F@3+P(td{Ab)M_ zI=Ycc$5NB_Em+)UqAcMhggvt3Pb&GL_a-2-M#bG6YokG|=r9a^_OjS~=pbQ5TPveE{s;!jCZM^HceoU=!ctg*>L)z33P-8;^ols#xYxL;&R_-l zlwg|q%aR$Txn?XzV^29o6}V}?HmZ@w)Ad;fe?1`!9dcZYvsG;&MaP=#;(9Le4zp&) zK+FF(&fo2m;=V}ePIx?h`pi$5Eqv-WHqdFr76_1R@FIiHm(x;kzGjK z*}lMX2c;&Bv>BCG4Hs^p`i=F=QFff2FkY-UC>ywpdnCm#^jbp)Z3;wvzdhtFJj}Ts z4R$)Thnl~*ZHl&8Q|i*WlE3}ibri%xAAOU4-ffTM^tmZH%oUEeNegda6T`IdET@sD zXaVAj=$MPPWwpAf$bTwy5?Zy<4Ccz&G1d@tCT8W>75OR?$I!p%3Np`8{Ajsd$e5G4 z`o%wYYz%8kD>b~glr<#tyFiZkaDe{BPkt}&OHS6vbys^B;x zF%b?pxHw9uPuopT(Ue$Ig?I1?eScJ_DHkfEh;s8Ii`})Evw!b-)ID;icD|ie0vdZW zpY!3X8RW?lX64<)IN-{1`l%j?;-|;Y`9TK2wTbKQfcnM*T+WIgijQ)PV)9+^7iY9( z;D)u%E}?DmT_(tYd-(q?;lL~i{H3BwwU2<3n7ygG@tST`i#-NljT-0$CX2R6 zU&pZ|vF=~l5K<~&8l(8?Ap|TJ1ymD%E#!(waeucwo$908wjB&z2p~0CSr{m-G%>ZE zI|Aq{d&m}|07R620X05|9jXbfVK5nyyf{{7bWsW-gAtJC_i!Iicn!MDb9V^UrlLb*AlsQVchqjtL*w2D5+DJM z6@T?Y9&BKUBc9;O!mjQ=rtuabR< z08qG3Fe-ra;kvGd@!O{C7a$YL9sa)Xf`5&2U=E`3Q9jULt>k5mMXJeJHWNQ&dS?n# zpb!WJ;NhsjhKllmV$~vt65T9QxUE;U=%aY1f;fk%^aQY(o&Wp_%?dB-Gn(5-&q&>; zXb8g5uOm(>S1M8Ci2{NuW~1$Sm^1wIRY1me4Dh>C3}}lGS`2auvo39DH!bW4w|{MR zKQ1$1PW4Pj<1XcXin_fn`pQ5S%x--C?4=-niY_KOO$pB$vXq?xa8yxv&o|-x-uvO7sa`e*5J+wu&jTEwg-49}A6jox!c#BA zbRFaZPMShKNNeGJkc_GnDD)NNM1R+P4f-Qpz1G^%rl5uE@x+AklHZYZ0I&nHQdxHx zJdcH)@-J7br}$(6H2W0v|JiswZ0B)Ow<_eZ7#!pP{6GT60bst+vjfqLVonkN?|7V1 zF8nZvSY28A_j(?|?iq8q_JrXu#W>fpnNc=R(gW z%&vomC8Fw@L$UJ_#NTTUQfL6x74NS^WuCiko#1{K`lHp>7a>MC*q_5+r_A`f2I~4) z#P;{j-Jx03f*xyuw@)sZEr04zTo2>6K@ewElq81@E9<$&@;dGXs0C@lo$LM-pBS+; z268A0;HQW84nYy$UcaHujdey6D;kMvG=s!0V;#O(5+k~FIkAAk=_EW5P2U<6-%pz{ z^Fse#nISXI4-*8L6LQG*gr-&y*ZSpkCHWW~;xWKt+7EcVB8uMv+kXIXX7Y*|qGhHp zqs4=Xy?><6CXcxtkC4?-WPz|otwtd>Pc;}1Y*KGZispeVmywDu-zV}Qyp+H=X3Q@{ z+UgK%7w-MyLWv8R8OhJmnd0q%YEDBpxHVc?D|59nL>mbhv){x$DfRO)2l#ZCGI}!K*z^iI@eEzf-+Kz|sXBQsVZn;$>!RD$ba zOPIeh0|_c|sYfz+D<%g3gWj~FC1Jd1Kk8@ypf(26nfcL$4{xi=yPFq%LvP4grJ>e* z4=;?sg%wW&Wvyk(TajlkYFjN)uGqSel1Hobdir(S6eKUJUniAk&oQpty!+4k&KG4) zGOMN*TWc+*`hWZl@*}Z5EzmbWXI`D3Wk`94JAl4j2*RB2bYY%S2!==%FA^n;X!V`@ zi7n>e7@l+^p{E%%6eF@_T~v`>$@ICcMIClXS=v*yR_EHL?H3p@nIME|qo{yizL*k5 zEws>Zb8qFvx-y4t4*)_y zy}#1Wg_*FRDP@28XtEwbAigTSYyt6_jFr5xip-Z>ft$IU8esSblg#hI6PWb5eJ9In&-PkH#UKG^9Gz2^dn8dj;7cu9s$Qxj0vuiz=p}V#qRSbfmSJ6?NKHPOO`H~JDgK1kZomM zs4H{9V8e3CTMaREEU0=aOzf_MLqa2qH9PSy9!GV({|FT94Lvo4a|m$C5gZ^v8CDQ+1Gsh?jqZ^?3A2p**kz)EoSc}P9kL$mJogmZsWf4|cD3z$yzdIur(`LMwAY6a>}4-2EM z7e!4ibjrL(enDn`pKed8mILp>#8vroS~8f4P1Tm8(-ZWO7h8ja!Dpc5vZ0@;VkCLm zn0H=e#|o6>$EWh8r`l}F?22$da(Hwz-sf~Yj~hwuCR6GuXh+T-o#$kN=5APz>Q8@Q zugwTZYC`{tLZ%&%THw%)J>v{wma4|S+IFGoza!5M99;WzMZA8d$-)Ig8x)>2J6B%a zh;M<8a2alwbiqkf-J2F!c7kg_Y^Ea{w0ny)f+{UHnvRurXuUW|U(L8JpfGJp1l3cU z$=Lw6{5%-Z&n{q}1o`aj)ndQQh3q!>3vvR{~`>i9N&mwOLr_ac(@L&cUQ&5@bEZz1ttsQQtUp07pen913m@AaI-)X7F~Q!;1NSGyHV2BJkaK_h+|jY% z!g(j|?R7WC5{jFpsC&0A?N}*q-4(~`Ry-?Qc5E7N#zqq{6w;+VDueNW=2*n4cL~dF zIVP!Do~0Axyx?*H(S#{bdiE{8BHRzjrP_)+imc+QeSr-&xJat~&}9WU3d*BWKk!>U z6NZH26ByIyPg}c6#2Y%jg(iO>rs8bN4ituiV9a_&D5 zYWbmhOHmj5_Tyy=`66P#8f!sK)BlB2gArVP(cGD-?0h*aG)IT$)1!YBchV~r&Vk<% z+;yTQr->|5DY6Pg@qqa3kQ#Blb`%9@OSIie@iF_F9$iZNns^FK4g(2#k|yI&0#+kT zdpSWX!|k})V&3V^Z2qIzke?1W$HL*$|8h~4;G%Q9s82hyWAEgheU3f*;i|6-sX-%? zdPUf}sT+@MnF18KJaB(G+xg9zsyj#!yNX(%HbRgkk{ikGX;==;7nMEmNAQ$mRulI* zdFXP=>Sfz$oA72U$oGbLpJM`MuYq;y<<>Ej*#sW)OG5rIF9djF4pd zt5a0&Y3jKl`nDaZ$GrE4-A!UA0_i^#DjlDuL*7h*Y^-W|8+3mO-t2(#P|vfAs%E{R z29}e5BQM2F2?$rNw%D8IN7oWEW-rZuaebYZDB0d{ftVIJD(Z>6^(7rZAnu3=-(&({ zp^XXiZ4|B922sf3LSiy=0#I+}fMlr5s5A=76qhLu6B24oLWL+~eu&zC{zx zh|IZ~yhQz{(G|rX|0TRzg4$_NHLn=hw@FeRJI%+^JTvn7?_mgw3IpRe$HK&=HB$-qNf{I$uS&`{XyN~%GX81R z=!XMSBc=hF!$wJF>)Hb2yRNE;#oBiks0T~ghy!zs10KG>lI6DAcVF6z|CI?yL${;$ zUSfb_X}f=uYZsjx;|(qpoAFJm?f}RX9ezIuLH`z~$RJnS8bPIA`YmO^$TRIMmZVk+ z9Y$%)yvSt)miF|78d%J7kw2C|ULwItPK^$|q3YC5VOHgQdI>-sl?bC81h|hM5=Gby zkVF4VtXj1toE=iU)+l$`uz`32Tw8*NVe>R0(r3|Rc z33x%>t<2{3)A{IH^-$;o)+1-YQ$G^+G+*15qq!hQE?WRxC7>(R`zUGq3>L{b=&dRA zbuflzim(u2fdUk6E%YUNPr4cUp&%PXOle8O2iz;i?TSE8gN%orHTO`T7d=7hfDgP0 zOhtbqvKkTys%{*`h-OZ?R66f8tpmlAs%m9nRT7-?#+=sG#f!Kwqsbh*&1z=-!R z=;6ch>n%?*L!hFPP14Z}#xP_?NUjo+-eRR_R-@OgWI|9(!6G;cTA20b)mPO6`MBUn zDBNZAAfZqUdanq>V0q!iTn*Y){H>vUfrNic+v)wBLlXC@ud-ZpHN#uDw4)g$4T%H6 zu@$)y2xusCcPS4zX|yPRTK0JVv|q(6O{zcs?<5+q>XI7?XXp;~7i*zu*MQ4hj>oE5 zeWvsl7kJG(gsK!+C9-5#J5GUO-FW#>BMqmJ7=)+vehyb1O>&~2~Soi@7}SXW4$bf zi&a*)dD2E8z2{-5nP6WdVYuy}=Iei-3pbtSX>=9*%py0rPJ{i7f(TOFUCSua5)caD z&T6Rhl6m9(3glANA`K#8!G7WYNt4U79(#X8|Mt8_B$EK*AjhyGI( zNF_X(78n+rBj})qq3G?PSt=<*--i#?=z?Gn6uBs!y3JfPILYI%0ePqq&jWvLABV*_ zT(v|_xZ?7Kf<+`cwS?tf<&ac0uLN9eu>Nx%sJ^>a!Jgp^X5}q@au9n*t^U|>dMmRp zw<_PRyHdLKm* z@X%9dU~Ui$Q0bR*6-?$DGj&+VfntG+{P zKFxPdM3MOiGW3Zj&smb_tj!T7Ipv={+3CE=P~@zx%q$|?-vOM?{8q*>ES0gGBFv;N z4H~okk%J+Rn2kYV?0~0hjjYc@!M1>}Zb+5d?kQW;dQay#?h3mvYI~5j^J_0-o#B zllV|P0RtUQ!K|>gT{A+J&}GzCB}C0h1ThfE;0x67#EJ-biH?Ap+u_*x7_|67h;O70 zscfuvA+tE`+#ColA{yH2Sl*?#3pmuP-b8Qu&Bh&HTkytG6OVt(#(R)$_ zA#K;3doK~+@L(L3e-byX-y|~*W$E6#2wx+ z$!@GG5-H{XxXMm7GyyKn*WPYe{{dRzJ?KB4yeYvp9`V4e`OmTaFUS~l=D3s`l?!k8 zaP_E++~Uw^Hw%BXe1F~k8z@yRKoZBbw(2!9EjlXL24zb^0B2SY#2*<`%dtBP_97ns zC8#FAdShY>8MW)Xe$Ooo#+;JcacU)ox;qm9B7@e1vS;<>Fno6UY(`~->DbLq2tmeF zV^uD>do6BYuYQE%Yk@FTV)FIBldS}56&_2G_~ll>hoOHLDoq%Dm3AwFwUQk`?_>|Q z-o;YK%M`>aHul%tF;CM5@uuV>Q+JV59_VRFbeYSTt8gA-fe43*+rv#va5T{vRHa{3 ze~XegI9GvS^T{*f24jq)w7^i{o83sG%^mF?7j`o!DVSW9z!<>^DIqZS!l!~+g1xnl zQP|PG;u(LP8=!ic?c9x~PHx66rFa{K(~?_4luvgvaOgIBo$E465*nd~SP8eqVv^`0 zfL;90C%T|WUqe7NA&fi*=ColL2zy;onn*P3gBtyDM57s!_XD9@0Jz1QGwpJ8ksyi$ zDyy#y=T|idlV2q| zfZtZCDkaD1KM$cq{3LFkchD=X)d3_)9{W8ml}$Y+Zp%;;TUDk?0*HCasV~3DUarV6 zEki&T6tOA+03sK+k?7R)&T7rxFy$PCa4QOQ!^n37+(?XQ!uRWz4CDVEpud%36gp@% zocVv;&cg+N6BTVkpM-3+YRw=G0*#VUw!dhQd2J2hZ|k+kw)hQPm77KJogM`LBNwwn zLjX&xG0;ebk8Ag>L5B1RQS%uF)pu{jf`77d@#9ofFr*WjY=COL{?j&fGg@3}qVX-L zJX=c0(vUqA3(-*{eBVoXLrF8<&=$W~`CxzCS-Qa_;+JYwYMKJYM9CnfB<<5CgI#}r z5-dNez1pdbi_dZxAg&^z_yV%a*=#L=d_=7^unzhGCImOwp6O|1nNr0W1g@r=uYZ4u zTCzW6BQ;gev89G7%<`$#aYxE5RU%Urp$Y6T?{{Jr>A@2o;1ZVFrvT*>0@pbZj&y&W zi}3yK2QN+jPK!<}BYiF=bF$-ZnN9xZ&VTU&#(%7|$I)!f7-v_=p!vD9xDAmy+F`Ah ztruHO_I%@?D8h<%*b(8lAB>XKhBoj7aUwk1eJN9pqR2)fwF7FVxmt)cGjJo29n_UO zIsp|=80GE?WKc&!ESJHnV)cb^05X4;gj~v>FCMA-*-8w&x>>K~Boq~Y7@4~Pq=SHI zYQWL4&wKrX`W3r{;U<4yHGz*1Ls%QqaZ)I|pAMy=|NW5nI&+Qiu^$-98d`A^5&Y37 z?lM;r(IqE#ilVDFZi{*BJmxk585U-M^*GSlYc1U;IG@mqcVD!>8dOKY6{LTlqp=F) z(#r-^Zp>iFXBjFFCTmjtx}X?+4L~rJpJbm%kmY^|iqbgLC7=X&ktYm1O;Ob1%d!q?lr(ITf z`O$xqijB<(weFRu6Q&)KH;#WJaDLt#4*G!{ow^p<2Su^QLg1$Zmo3qFiecQIBZ9`~1h8+lsG1~|k2i$cU1Xf#<0gy7*FZgC1} zOsg}tvU`hQ5`8uuAsuCj{Q`1R#?@C&cAwW%UXVhS*0&i*=tdGC#{R?@C_6v5p{V!) zQhR*pNqo)(HJo*m%1eJ%!n9OsNU#^zmB0V_`?G_?}5q5r5SuIo43cTapjk%?-mqh4H8rzU^1eQ&~R~CJ%Tz% zLB1II-aAwAOH-39^4hShW)zNkCUtDevQ4C`dBLQ~s)zE)^ErP%wIDZ~qHT`v3cD>f z%V&tuMG%AS9AmS<+yfD?Q;RCf_wt>%Rp6P;mM#yJ1(07>dNLDtA>aSkwsZnJoL-mK z--Rbt57w}_Sj;Obdpm!HPMo+~z}-CwbK|e{?t{BT7y5D2AKD}ts4YM}|UJKw4$9H=b?aXDZ?0u%_K;nmxWE>&Rn zZ|qMCL!t?WY8H;h_xTvOJZs-mP6eQgD@rpcLSG1~zF|r!v(ZQW1J@Z+w|O)ixAZ;G zNnjhkow+Nfq-CA}|=6Q;wCT#JEKx`ct8tU`ZBYc)+_LN*PHG*_M`c0nY33&CX!5YROh_UB5k0`YFBB**`vE3oXoO9RwazeNS{!|vqZChxP5}+#w)>P}l8G|_ zdtC2Yr^{6gLAmg42_{IoymOK(Wc8w;L^THgo9sUm%ne?Pg^Dk$M^m|vC{q1I@eY6K z{s6;+SD`Tfi+yVYT-_of47u9q%tI*d9eRIW!TSd%=kISPEfHHh#v_2P_WsH(@*FkbelY{wPi}s6ENJ`!?IlC%7``Oo-OXcoQ78J9yRG8>mW_EeE=Q z6(~=~0c+wDXIE6}NUwMQ?K?6@^qXi!ai|jJ^dHsC`iVYle7;W#1l_4f~MyWNUvNFZ4U>XETJNIjaXr&-{2k637xTZf7B(Lr|M0 zPi!VOZ?@yPeCRBZv3SbG3O>W#@oxhzct;8x_cvy8X(~AgKCR=lR*&^>VW)1j{~CYK(zSDT zQAj(tzYO2TspUs5^5MB0O=q&gdQDh4-Q6#7BCG$sFj!ZmDPh&_&#r|Kl-e98?+Kxr zInsolOS{S}KIE%NtJ^+syD@t8!(I7i82uF!_zF%5DeSQDFPSp?ZS!PT~PvA!xTOo$=$ET~U7^xHHi}<$lnO zXkRMGqHPv+gR>a}unvRrVp76i4!DKV(JN8z8r1(Nro~B=9qIkW#C4mlnG|gF<~_zG z%^$EnZEWj_ujwZ+6hRLa={+9EmM*X6as}uX_mdf?!7ucW)BQYKtjrN7S3tFH&~=}q z8*ADL*DC+MqjpYiVeo&FNmLx2E+;@^ta;MTAk?L!O|oQ#aft*+QV-^qYY`9}JP(c# zRtY<4M5A+u8x6fpj=es_+^Z;*v4;|v_YUHHAP|RpwC2BYH<{14=FKNM zy_K~C#x=$kXD28bdr9h*LIK({eVigU?`Z3N*VYIRgixW9AIE>F14T!0_6_K8o}Of| zKSYn3EK>*}Fh{Q!j!~d_LuYYe7pa>=%SpqHNLL12o%7`*5Zv(lg&lGofL+?;b|7P8 z@tk;F#XR=>O9U|231tFTP&C)5(yhu4S*Zz@j-N^aaOk;qG(N2M7?nP80Whn^(4r~c z5FjT2(t)9EtWvHSNf2UZ)Yx* zNy)g}OzbqBNx=mJEqCvDP-waFEza3485dw1nr77UXE zbC+#4Bx#}oD<`5oxV5cf>%Z@sJ^^q4l^0i9zhFHmTROLW%* zA|HP%V_PmYM?}M#wfDgK1&e?fNEZszo~wKaKi|7I6KF-~i=B!utrU(;`ZYB-!!BWx zxWSu#!?LfRg`HC>8SfL9d?cNv9mElGxn*%CpoFGq6i9~Ik((I?&$F0Mn`FMX8OE`fIESmh$;Rb(e5Ew4(md;9B25s~oG9?pj zMvu-1$!3Xnj+LVzD_vlt&LHT55M)Y`Zbz4(ODl5Dux^tGM3mLpfCzyf%*&PbKcM*2 zd2T1;(D|A4|1Jrcu7g4iAXLK(G(Dh2FK39og!H%Hp}P}vA% zKGqkn4c6Em^BxD~%_u)KHP#;=7NfQJlMi>`BaZA`#Ff$UE@bgfU9W#A5&9EqM(nS) z5$==4HCpROAD3_wjS>A>pLnHJ6+}S$2%8I_guC67@Nd*8S3)I-sdN)1n$j(LX&0DE z=2Gn}v5hH$Exp%X}haG_`wXmQv?-H7jE!yHcvb-ivGEew4Tb^Df>?8ZP@X0qxi0H70teVn;1 zi4eho{bUfI>jB#h$LeD^B1|n0K3qW?#IBuUiwN;WgI2kUroVstcG#VcF8}}n0Lp|0 z{+wFWZ*+_5Ek#Ez@_V=7o>!GvoI5UHE3w803kDX@^!j)MGVy3A}Y9y3GjzO8!LLbnitEt0P-WgX?% za`XNAbVe|u*;9g*L*&F(fabq4+PIjdrTjEbz1bKab%%=39UJb`T^5ZYGWiec1i_z|szAK= zUaYaWJJp5i>`o7*&}#$(LVN+|pxP0oxm2H{v<-EnTzNy{w4t;O0P&C{d9n_;7^&G) zW#A{}thdk3w7*m$D#l>4yJ0LFc~HQA;O{T*&RAX36H68m zUJ~qdgT34zN%VsJwAw=cx*`AcLWY0a!JwHFj){xlNGf9fn0x4=37I%Ys3z*pbxB5b zwmwFjFfq$+6ayvOY|%p_+>^h8D9p>s;;izjAi5_Eb!+If?I}>LcNI44C}sg@CJ&pw z8uL#><3sLIX5lnKgWBS;fRi5J(CbumrC~Ilywm}{9lab$Bi(Ud*ND#|y7zw(NR7_C z!q7B9q>>V9FUqKw6f6f;=wAehbY**FMy(> zMBVb6V;9{Wd@j%cKF@cxa8G}d`H$Yj?zLlKRRPD8SdTm{Ai6HDr45n#YfBpV%^7`B z^iTjMNU+DAow5%0A#lH^crY-BAN;qn*Ft)lt>e+$emzVt$oHJI?n^Uj`1+^>u*@oh zi&1pa$o5dAH#1%}RiWg(;bo$OU%Fa80q1eKcV92cxoWlKrZl%(eE)wj9*g4TMwcVI zzBDdjdhcG|S?+`jFjL@3%F-EuOgZxV=R9hI+m7Ab>{=bxVPLyIo94X)RFs-XBHmIf z>2@bt#`kmh3t*)c*uEUS9kZArgX!2KCO8WY5K;{quD0XI?nmEDTfr`{B6uxrHBtSH zy)SepaXMJ;PkR@!q`-f0Y8AXk2RT12FRb@V-zZ@gz5uPe0VQphiPd7HvQAiC!LbsF zw{zy!R@Dd8=eb|E``3NE8m%WbPP3I8KS%P;{UY)q*K&b{CIdLPhB|53{&WTRA6jccGa|p@!Tu`*#N4QSw1`-?q0od zwR+oq>M-ML;y%+{E;tcL*e&gB-XOPv?3tyG<5^~m>t&#;*5)7PE*!gGZ$Q%MK`29r zOAwu&nz$~a?l40yL@#ZRLH4pb#<*+5Uoqmva{UAgk@E+_8Wd5l;#|ILq3zq z#V|m7YD9B>rLmCRBEK?>M9=LeFPmN0Rg)qvYSZfE$}4{hRwXVFq1Xea#eoyyd7??;ciVNB1Ol^?!U0JD4f*02rm|$AbDLT>a>!A}6i;X|^P}XFy(AIuhpaZ|E%l{?*ZfI zvT-GuRr&3T1FO~m$UIc`yb{r}>mm1lrS$Nmh4P<)5@sP8-oP09&ZSLK(N?R-x(IJg zcD8@xhFCPGNjH~?Kz}{_)89sz{F(8S9!GwI*>*vtvWR=9^{-T7dU?# z7N{qsN<*{YZ|qek=7hw$aVVImF_f7lB!XPq55?0z#3@=gF#!5F=&z2j-9`mg8+;}z z956Hd)QJo^0_@3E(*i5ROs(=gm&562XyS7sl19TF7&63gVbtc{D?}I`Wf?-G7{B2P zzqr-n&4Ng$3Oe3q!B=>Z7yNSZD(rvhxH^SF{5jiVd$J$EIiN$i@&SG3rTT7$a>|^u zb1md81?aZ5{sQE;Wj4Cx!@ImMz%Je}J>R^uS&S{j=K`-9f%SHaMWbEB#MG*fIm8Zk zuKXT8559sSpjwQ{yjE;R6lU5@zCIcwXyQHZAE<%Eu&eAKW*&WT|0 z1w^D>Z-N0pXPrn=NZMcRwo{Ta#Dj;OcTh*r?WbqgO{a)I73PYc7H%digKL zd%y1p5%?+AhIAsgV3p{GJak{wbhi+FD2l`s`ZEXhaA`4(Jr2vEs~?OZenmcihEYuY z1Qgf;HY+MHz-VeB8mWK#2_4sSz)QFeXS&4*#>{+1rFnm>t?ewsb~OrH%In#JAbNNxo8!^|#Fu?=Vg`mA4d{y2W3|oUI$v?uG1gv} z0^<&yM^+l6gZ#svy1X@rB2av(aX}2q&=(gC;6e9sCanvvv8xo#E z+>hwpkXe6;edp2d3J!%0MLp$WipNEAH+kZAMq32i4xvOJLnL2EqUyj*TPVc0*KbY- z^XdsI514nMEpn8igAr8nOGURmfON8bvIzJ5Tff3ZED-K7)~}6v??X7g)#>eye=shd z#&!T}b`)_7UTb`j>!s@@*^#@emEnMX;;K*2b%uWp3ZaV@HQyT1<;V$sutVxJJ!L+^ z1n48+8gUFP{{AXV`)Tk_F1r`K$0`h@X@A-g4x56|#N5<;fVIegLeD_<^0#`7i-;gW z@y>23Z&q%Dx6v(_aWeW+H2Yc7&|61XLpwLpL$_Toq=ephcCl_cE? ztfe9@=&wzhSJ7R@w!?QrMIGS-73osw5J5WO@iF3 zd=!=iU;R64fsyY%#PUECS@`en;fjm;^P+z$KLSkg(bjFn4IDbrR5;-ZHFoH9c$~&d zJV5M|sfRTBYEZ#|`*CiXDF4%0Sip>dNf8Js`fn(s-%4ZkBlj)^xlW|RV@@=V46Oho z^KWOBdbYqOG436T4qN-B+eqMSymLf5;pt#ICsI-1^s*W~5SKU-d*uJuI2`Zu#@~O& z@JE}^dKU1#79G5aYMhopv$Weu(=c9yVY1WS#G=J!&qsEh+UZJMO?}sGDx+cMHR~z;jP>0W2ZghV|U;F+(H|m+uh= zlohRYO*2p){#Xn}o|j%YLFCX^oee(I{b~&1vR`ZPF0kc~@vOIjY8~^FttWp?@lvf& zk(4J!(C_#xc>T6dV^XEK5A9LVKxa3SazuQk{;Js`7Y>uG4bc}ErTqdP>rJDQ)6N|a zO{<~)`p9WiqP>rg|Cj1O?7c!Dbd8gLD9$i@Z=_ng`xQ@%eV`csg6gHd;0^L>;ws`A zK_$HVY#-Otb>R1TOKi1-;B0^AK~6-FW7?GlKoV+;81GJSU&qirW)bgkd7TVcf6D?? zz>CFiMVoC+wfU{~7VmVO%s3xgq$Z`7OyPWIaJr@X2>zWb@mlL7W4})159B~yT@!1s z9UpN7a?e4m18$$Y!_tMKahA;lxkYb&3C|XQ^LmC!A*{rRM9?=MOt*h)51(RT++x8V zhUP8!&l&^B9Ze{{{xzn}*bRaMsjWzXj6$6#-Tsr6*W!^1swx!xD4JKQ9Cn<)8RHvl z)X`Pky9&GZxjqSM7Y6g@qb9C$Zun%BqR>IkR(JWK@vySi!SdP06@*T2x~`J{@GJvT zAmDN`3MOXcp!XzTk+FXbi5~?pQ{E+i?7*#fRlXDzpKAvXWe;KX%si`@*A{f5I(Ww+ z?qvb}<5)>klR+?{c3AV=`ba1S-SQslF{K<1Y@pxKr?_nEUUpI&rPs-lZDGHVyJ?F zSYVyDsqxY{67r`v`$%PIm&P(Cn(-8?KYWK8Nxx7PMwzvCf+Y-s6VjY1H5E<)_o&R@ zMMnZT+V*>$^@b2M%?<}!#%%#n3iPM{t+w_}h=1dfrF(ys1NZwe=G?G%>A0Ic$p}$1WcUT55jMKipn9#i)L&L1sbe zMj&Jc(#^&oSGN(th6L~NCNoA%k?({e?gHUwJJ_pATvkR16dsl}l&xY$G$zeG6!YLF z;3*sj4cvc+9vIFn@}@Fuv5t1Q<<-*xlN<@d0u6tHvhioLx$3&DXL_LQIt#ncXcsO4 zIq#6#u6#Fzu6;`#aI^`njoDZ8s&lWl-$8}_;RuQh3%PT321)3(uasx`^)^_&&cJjq z8%&IARuxwuHWDBUkIq&+0@;e(G@E4kL6Mx43?+UCdf!fpbKdFNC}MB|bSZNA^MS~? z_ke%0nTPgjy1i*raVx}g(7Dhu2}kGC0wPTsuu3D@@BY)VKV1k1+2sd>Jg4Q-%430} z(Y%8EDFv?!(~!E-QbU#bhCKt!)D6|)a{oJ*J@d+I&Pt)42Zz5YS_Gr6RiX&KtNc*Y zJ9bOM#q{qn7c5blK1phpA|zFjy~Ic=U<-e|)7Y?|ZBj@{i+(>P@t`GlOLNC*VG?Hg zxY5F{HG*cz)}aQhFsI?HHTGwAI{aHh_Rx(qDjwiTah2K1N)OFRQP}S8O&EMvii6oz zid{LUeq0C8f|DTv8Nxb(9)5nZYy#zcbK>&10&Iu2Ov-PYocD6u^J~sUc1VPZh?yvgNy?k?60Ei zhQfWQDNwelCG7OZl%502s+k{*%I1H&q8|sRS*~vZjwY(Ff=AaQAF|Fd!QW`l z?l@sDmqS?vnngTL3q<>H5dZPGmqtm=46sF12+r!eaN|I7Cwmny=TmVFrtyD8G{#Nj zf8;OqG{Lu@$=ns24iSL}@gLCCB3ARm`2O3I{1_Xn?N$aIu!Nq+7vJ0X%>a}cgD(Eb z8K_NQbVV&cwD8y65n6!cw6%7Ypwpf*uDxfqyysp87pv+Y*6W-NWDALd0zWYSXB#k3 zmIsirWriJW>t;S%8^@03c}Rb_LT;lHXyQzKm5QM0F*!HJT1uIajM@NgkPL9UfDvNl z8{MrI+%ko8OOcNLCg@~6X#k8ulA=tk$Rr@@2xiKz_uhV_i5pm=4X(E+Y?&jVPt;*?Vq{P!j<~= z5;e6+29hg}%k|=iGrJ6h<4hYp`ro+Y`f_yBS?@Dzp64Vpa#x~p4ddFC3bqjq8#f#a zdyfvqsrI+n{MX-$G_qRZw0UcKo`|toyb_WwNnH>T2@m3e+MwJ3yIeKNFdkBQ2Z`a# z6t{I)Rwxg__>3wC%lUshV5Fn|J7?>S53u6CsEHly;%ky3TAoXf!0zA`Q=A89au`#M z8%62Au2~uf5C=$0jY-1kCb|E!4n)NgK^94US#aQ|NG2_>1CbV=45uZ>H57IUCTNDE ziqzE$Vw!ic-e-qnxZrNqPT(eY{oYoB&eK5_di_clc8ruLh<1O}R*G9=6S>Y|pURdC zo!S5JoP{uz?zzwm)OTWx2~|!`x3{CWM$5uiY<=}$Xn|3vUrcBp8zI)z4F7Ni7BsUo zK)^K$Re7@VJ+s!&m!q+@1i?^Fhe40)swDSu1}%fZSRO=Jgh*%2n+7T0WXSJ0qc*wO zk2;h4U^WYr9VCAUg2iH9oQBXpa}%3tI8joAq#jBcMlNX0f{{ zf<`{IE-zV#!MebSgllsAldqyep%9o9AxeT_@u>o`xPx6&^5b%7NWIAB6Ama7!xLH% zg)X08(dlHEb19=U@*J|E$d()(yY!IoFCK?O|GzU}Ga7%+ldH+#wmZNB8pcHJ@K0Jd zz1ep-We6mIfEEQn*oYb^nUvG7pwoU((2FHO9aZsP^RDEHB*~8cYIKf@-Z~KoIXz%T z$*TQv-@!1cFa3?{{e8Nb8vw#XdcgqsjT$QiB)k;_VIoGw%-RwwMGn}J4zoM%3>94~ zS+1ZzclduGQxEuRezE3AgvSkLhZ5UTFM=`oomxK`dZV1$mth_X=!^lfDg7RwAAjFV zyl!IZx)awuH8OCkf=vnDa7-HtD~?^=bGwb8}=_+~eTEky{i~QS6cd6^w!Cwd$lk zQ{p+o25W&FA^MyN69!E0hYIKrZ26IzB5?Z7-GdZ1W>ME0z^LpZ*QAd|Yi3R+ae!_d zM;Cujwh2SZoVq49ly^b$ec8(Q?&or+;ux+T@1z-=g{T>~Ezmh{eV91?@KbjmLbLV>0m!kP|b5~#2vyr)GF+xn$S}5j#&+0SsyULVP&srn`S&pp7J+KNfmUKJH{wGK@X9w%RYS9hJ@4 z`7;l5%A-PNXm1wBqY>C5{~yE|Qy8g`27WTUVd}MO2Wf86`RkW|#luIv*>)t%(L5)%X{o1G(xbw`Vw%}Opxv#@V<{NjJ; zXJQd9T;#J&IaXtAPs~fCg`110rky%jMgi9^FuuY&e3q;qyd9#-Vm{eLQ_zJ<(MW-2 zY)$kg!Xck~?n~7qA2mG`gJHX&hntz+p$(24v(^-fngvkkwgnQ7%$RgkkQx+ecixxo?t_&n_%9uJR408x$wB@08 z9L4G5LBTms?pqta`7FT947u8l4W&={J<`X*OkfXYbEW41i*M5JugLLzg&S)hQ(mvq zH||dU=)D%T4pMiO(YC6?`wM@0gS`fg_-8NM9BeTAsEkseMQ$bo(oL4A5{tSq;|DAm zS>w(OQ+pVHj^Guv3SLJyhrI>SK;znq=br(>@E-j@C^=pLFo{gW(^Lo5*B*wrYAXV2%|apj7F?IR zL9H>_31Q99qyZ@fhO-uJtcj?Om%HDn0dU~|AFk%%QHOk$Q9kRLh@_YwTcq6|SGAoQ zx=GMNK>onpS~ND#MfZRHL-5X{UhIvZ4`76+Tc}{;Y`v`)&0p^+6Z!yRJmMh+jd9&IoNWrZ99G%C2?7Fw$**WJ=57AjYy8 zfNB6T!sT7CnVp?S{Z#8S!V*qH;*8y(2P{dMKR2&T_%M1o*P+1mHf4_4EZ zg5`AvN-6>li__gtCD{TE3|JM0wNDeSXS!DW2pzj`CYL&l7(BiJSKhHe&NS=q9yB}6 zg1#VG&M5b^APV|W*!rvzJ`W-WP#Emmanb8i{$oDtVaO1aj>dm~wuB|YkZzoC{IKiFiS=`x?^+k1;gBhj(RVz1Ps-uBUOCIAc$1a z>B|s85#Rb{4~!gtFM<4?M7xz`dk~bnu@+N>$zW*?fhZjtM^RR|@_%9I7a4lfoT}|S zNxK%8%^sj9SEX!(F_hWGai#d9$lnWlRY32JSV*#HQlgGlg)6lb{|Iz7>}|+9cwts=)-ghWv+tyT>ES0+0n)aXs(@C_yMr3) zY$T|gq7ky+L~0r~Y(<_81F%SkBjOq~wX>|ew zFfPni3ZoS82#XV;g{%CWxqF^uOXu!rzwClD#r=UL4V<~bPO*%xc?t*Ip%&hKZRp^L zT*l@b@<_RV`In6_=tT!9bNnsbM;h@eFdZhuvm>pSkhOs;J*wD=eNe5cg(o6g{~u;v zMjNXNHws$Pqb}Qs{YM-FLEw2)_hwTP8y6wzeP7#}uF(e^)o|mH0nq-2_42*cNZRcY z19>=?$1eh%95w<++S&Ufaiuy`VGm;EQY;3+&S3$6Yh|k{yq>P;&aJ}bw#OeP3yUOW z?*o?cqlRV4FxI414zs!nQtrq8J$j=%vHm>JAU1gynEgD7w#c>o{m-o(xK&OCE4Naq z>Q*Z!+_kGz3J4QZZN^~f;*zwPvn@k_G1J}ol)c#^TCxzQHIvz$DDai(i@IF3CFu(! z4z+}Th`AlKyqOhYQuosGshJG_ArI;>-l-pPvnV1EZjpmKLIuV*%RIo@h~QI>$fwt3 zk07>{XNqh}grovNu;|?AGw*JXGQS-a^}yk3Y6`B0aSvt@IxjAf8cvm(1V7wrRNFH= z&)V&8+Tj~l&2~)gMklDRw z7=)c+SF9?Xs;;TaLzhWy>RwvxD=o*#yl=>86-Gjd=H!rLdAth8@tTV4V81f{8QvCu zseS0mnAg=KSlT1KV9EmnM51#I_Dxk}jk$Wem6p`@o$nFFUAbd(cQyGKdL%vI2^C=o ze_1V8Nfv=cH)WfxgL*&Ar?3+JOkVQ)5T)7%Nx2jL^uP&!tspUP zRzw+pqQ3`-rPIV#3`tc1QzPGJi&^2y^VdDfmbRjgBTMnxp?~@{Idm7)o8w=}cO?AJ zAl3?9nC5eEuiXINag&dKgmv+Iov49p8-YfWSP}b<&h$-7i#?UoqA}6N3kL-IpkIqf zPq`k`(6GU1(gVR}`a?I4zGYB2~ zVsve0!5=RwSrCZb%Y`O?cZgn31AcW7IyoSHLyWf5DIUGl)`hN9sGCdT8n*P3J$q=A*cX@3ZKq@tu>3sOt106!y&mb zzR8uTUj*joxgf`1c@FlIRG2`pIw4dbVJ02XXxgdBJ&A7^<6=!igTpS-(F@_?xnOtX zS%Nje(|SEvu#J$T8{>DCM12LU#$^T^EhUERspk5sOqBbU3f3Bd(>eom_mC$yuGro0 zs{f-JH6umih*?p8$O;GVn=y=VWwN;IBFV(p>1i9sLt+aqN{%C-Sqn-=@z66~r2?H* zT{6$lb-X~_ZBkvo$By+v6gCrc9uzu}o!@UzZ!4Y1@Y+h5KYP5KL{SnkdM<$RB)AN8 z`la}+QYJAazDt0xU|J|Yr^yi3{2^&ktV4dFybJ<8C_r|9X@F{i1xp?bb7fu_<551j z4XWB)@jLoz7(5#%e<4xpq@uj_PX6rwZ&)lQRqne+g)`_pfa5D@SGW)+6;P<4-!cEo zM67R9J#zD-H~a5YVZSBJJU{TWDr&9+YF3A(yFBVC%_F2sOUq1s@Ep)Vx)mhZdR-i$ zj8!`W!kuG(=>x84bEq<_2kX&mDJG|*n4}IocpFvA0DU3g3Bq{m);uz<3i0N0g7wVd z5{beQw%e7)cs!jF25_+61g%t_P=^xo1hKl zHKfdGc){Vzff|F`oKi`wJE+7b{t;Do4;TVPBu+3DeKk66rO3=GPOL}6FHy#UlHjy6 zZZ9Bzn`j_Rgky()yVyk}SdE-vIq949jbPE*II_{`7+e68bdLsoaHgUuus9sZ^}&%AYwDBA|L@bBL~ZAvc-3rGWP+95NjEB!>BF2u=*WLQP*hYb==vlTd} z^kl&$r4$oCi94~|^m#eim&O)n)N?=7%E|(NYm6nR_v7)8<#iQ@uKexL#nSQr#><-W zi6TKqUQ@0VqoW*YCo!|@3bUst`R0tCEV`>fD@~ed1610!4C6@>mFv|u%j2w^P_25~ ztwkB>=N#h{$Cs9cY3-GNr&QC-jChvSyJ`X0A>x>92Jyij@CfZ{91BjpC+=kFm zw$h&g_{XbIz)QI#B~pSNg(EK(pcWB-d?#4 z>B$PgQZNM&`eAi>#&Dr?`4ELQlV=$Wzu*k%X~kW$D}~AF<1b8iNAgSD^eQcZCjpW95oqFi~u4q=uvK{tT|oJcuq2fa>VlTS`}oEFmW zjp=V0zLFFgAqGM0?!wrcp74;!f8H4|59KCtlJVQwHtMzkI(jarO=9<)B2*$UOrx+@ zg(-<0!l7x3x{Ha<_*7Ldp6WS@;a<1|tC}Pcu&JbRgNP~AC<;H!&`V!`?J70m7g8xI zGY#YcjP^c%WIp3Q$_qgB0al=EiYi+HtZb#^FCkUFrc745UL?Bmuv9^idL?UOrzNK1 z1B9)E;Ig<52YNk2{nIS_!`JWi4C187T710aeTpzE+utN1im#eH6|#RxkGq9_E z;stq>s940RRilyjV3%x&2c>xHKxgI|+pz)u%ns%Eeh85hBu#1z^ULZAk`oVg47kS{ zU=`?o=pcSL$^Z7cn+D{wu)Rr|eJe-^F@1T0`*_fTRrJ;Cs@X~t(f7M;XzQQQm{L39J541Jh5fwly>(Y zvhW`R<53RTRJg#)ZOV#d#jyv=rKk2w4?*^9^96krae^g~ig*6=(#xk~K4g`hskv1I zY|q11-D?i#(Ia>tKOXh^bIm(h7@*s{?~>8-@mPP3QE{_>L5(q&(L|HC}egDgI)hy@Z3Ew($vf0m)ni~xPOeVHHTEiUv zSvUe$nNb^9-vCfpjhZZWAn2Ct-Dvn;#llF3(Wwe#^~oxKtbe_LH&lWGZ&R1@rx&w7 zWYmv;AKqZ_`l{JxLvDBjI=FC&BK#n(&uC;lVTB5bG>>3u0WqLb^&^?sC&qRhrXW3E zu|3SaT)%2=t$!99FdT=;DwjB(rl@<}5l{Ut3JALN{w{U3YnVGJDdLD!82y7@ioQYl zEX@y#O}8g1Rf1Is2=4A-%TH)9pgfASO_BJ25ZrV>zJX&+4nWPMBF>8=qJr>?Z>~_> zHGJ*JHl=`+;A6Dd2sZap>Uma&y z4fB*G()bkc+A>G4QE0R%99Lp=PX(NNdLhS7<5e3vo@9@JnL2Sd&3S`+ePBVl=<;o^ z#J&=B_#q8tVL@Aq+QK{024c8;sv`@3?H4Ax`*TmK`*ljz-FXVzpT2aRzxD}|`>_B) zlXIap{!73sYwfMhwD0d-S9TclwdvO?zxRp)x)p4h_W`CF1i{4Uk+e&y3Fpnfk}46H zg&G}h{MMDt+U+>jgP#Rg^gRfodVbecRgdpBHXQ(?65x|SI%QWoq0Gnm+996WU-&CM;RS-OXHy+Bj zbRFQ8Rp^&mf1YK&7!A?x1Him}NMMXs8`^EAFd&y{?<|=ChvT1=llsciu_53@6g_)k z-D@5rRV1f7>T6{g`t!y6`Fx&ra|XihpoGu$93K*>wp_(~19Kn>Zu+cWlp zz6C9ETzPtAI|d&DV+Bxuvu8Q%NS^4(t&GS-+ocOJpxqI2K?-KZW^Q08kbPDe@V9Au z+30Q(xhNor+lZsVz=tOaePZJA&?cV8hE&R1+NZ_(9;8Zsgk_HDQ8zc$5~KnSJ%uJb zWQk~;4@&8dc({i3n7jk+KCl}cmE1!vnNbJDXG)VnxWjUw-}~f$uDiwqJ)+3-ao)*4 z^N-5OF>X2tJDHLim<{r~$FCHC@mxA26R#MC+B@xGw(8)8E^7lH13?ia>KNttdn*9!+0-;J*tg~E^a48^Jb*TCCzlLbch5)XyoMD3k#tlSVcKcWGv~v z6DOk=SQL4GJH3=|lb$AylPDdE*rVbD%(R`1*aRw|R_2qb!={adkeL}~y`xU=np=~} zN;aX|lp6vk(tsW=GQ!=%xy*9&r$ZNXAn9WUhjfiZ2B9cU*p0I0{g)t>?^*3^wr)}C z=IVkuQs2Y~ZdbT4g;;`ZM9fBj1r`?axirI5VhIF)A}ZxoV<`JDiu}X`N!5UW^%t9~ zcV(9-wG3KDPwhDOrjyk&wz6)w&=xZ{S!kx;QoxRdME}kZzLwXIL-xR7_t?LBlX^?< zy?_th{>X8CFAFUB)Kj7j{w;(wjBTM&9so!7jfA5#gf-HF1au@A1yRSbiRa}LSh-YV zg9d4TI+WiYXa_OlI_xFiIH*?)l;~#k-uwTp26o~KMUph0ly&*BWd-MZJttv4CRj4dFgE$J_GQK`v-|BA_o^r;AWkQm#>~= z_a0gqj(YnV?X)mzEWoYUEDcLq8thNJ#h{*l&r(Tm3&e>)7*|Ui*Eb$`r$wynM-nD% zPA{`hTnF!kuy>spDzdLpsIb<8pMe=ym4; z?yzB_`CqkSG)tRLzYPVM3;WVD5`nRY({7A2&XoZS8f`KEjAU`KJy#hmU?AK~!2W1| zr{dTzroqdVu&dcSEwNbvHO%lb`AEQo;m-iaCf5U%k?y@;4`HmkqBS%vwtos(bomWm zJBVRKDFh7em8W`9ap7Z6)chcQ8NZZa1N`^g(H0nDwe4VfY{4uZ&E?=)`ai#9f0qEA zKXCM!u^wNF@l`3e*u)%*}L`@g8C&FG#Z{s8V87R3?XT-!hi(6tB&=x19Rr|ge^uQ82c zO48O1?*S`Na$zUX9bYS=NUapL2${0t7lkr4y2cMCkfQnSw(yZ>ag=)IS0$iWOdZ{7 z&Gzzw3tDk!DHhdeX@q+@ox@{K!g1)CUAWYJfZ4<5ZL!w`3fK3MY>^Z_;j3xA7i?(W z4i9k~pQXQ;bG6W{P5aU1c1P}b1F#>dd|ey}!%1Lvt(|ENxglm#ME z%{k|p-at0+scXOG6KW-_;@rn)CkO_pPLkq*ekUy30*d283i$`QLNmivfvdZVm+6Z? z-S$~@bULW_n*qn`6tGa47RmHepY!`Z_^oeK(A8$14+_fX(E$#Pza=bxTY^O@VeG_u z9YkD2E|~m$a!UJ6%7FZ_2S2xcX6FYlHloW9ym8?5Nn2z^7Moc^t zla(DGpY(AV10h~VI;EASl^OweGCgsfup#Lg+3eK3L23pj9*e{rcO1|*y8&m8Dha#E z|L!7nHRK6f#D#pws#hj|ze&i|DVhp47Ee9`W7M~49GsA(G*YodJm&zxH`TThM2joh zaKLDau;e3fG{aTCYubUL_V|S6f;5|YpR2|j!g85b$ry=cdG&_tJD#jlA&Cex)8R>P z3e&4c&F%mOLg*IigEhCrQJbFC>R%Z!+M!Y`HwW#b9Fu|2dwuJFE0gIVKqp(M}o}n z6g3e52f}03{p3{#ZAP&3`vnQRdC;6JKR5g0-Dc928#9w10Q%52O2X_9hzEQX-=*6r zdvOAMv;k_GX5{&Qa{>CsTC*d61W2qO3#zVA6RS^Nj~HHksu%M|i=C#{5EYxYoS`|v zMD>qmtxQ8$3SpkQ3bY@pwA1ZpWY!= zfk0}qeG}MAp!e{$J&H?aJ}=BD{=n{=MMIC42KyI5{aV_8j$9i`Y@@6Z2iX}@a$(z- zXQORYUg8{62{Df{BW1uv*Ww_`s;JWb<2+;NiPlbnZ^~t;Sqb~|*cYK*0C;pOyG0?l z0UHGZV@jR}o8xS=r3rB2F&qZ$xLtsk2#XTHZ-80073+Zd;-rFuATEr`md8 z9gXfqcud6{gQY93wKqFUF<4MgcoG%>iTE^gm5;zeW)wV!_-B3vJ=6KcR@6PokS;-a zH;#88icM&iP){2td`qw&H#~-mH{b|5%7QP~?NnZWbh+**7L}f26A1-EjtG3ZQpM<7 z-hNzY)yu~bS8y-UBAa-kA7x0@7}IQOKi+DvrU(rWUL_>}*Ly{gHXovW7J4Ks6beQ8 z>4!dU#yk5hV#=wCWZ&OsU@BcDgrcJcpB?2;8CJyFEaiBEOl&EsY4v`OoRBPs?@&g6 zzJL3FokFn@P7@Vk+3RX^*p{wz#t;r1#!WnW_061p+cR>1r%?IlmBv#@*e^+XIfo%oL#;Dp8wSQ3Bjx5})6zWkHg?s{F+{+B zb26WZXTE9xK|Ut5f-zhLsI8AMy?h106pZ?4p&*OK5c$S7KWJZvNT2BhfL4)QBL)4Fpb+@X)Nhig$JL8;yi zDLHiV+y(q(gSV@z**~4wNJYS3FoB%LlFv2*|1U);y1h3@XUD}h9;_)$Iy)8@ zT!zQP0eZE$PeKr-e^;q~?1(la57BZt3HR=)Wy2h1f%zd(=LF~zOWtSsCdJ8rbLW1` zqMX2Y{4A>v+;-PiH76(i;=8>R5{b}T>#qhIIID+U`8c-mn;>@LEJxRV*-o_dp(Pr| zeMSOwC$+%PKBK-ghd&4y90mg6v(GRyw`I?HGmm4~VZaVY4jejD*dSGYSoUzY_!wI+ zbZ=0DF|+Q{*pIxhvnJsaT?jRQ1}?zOwxZT#0CE@r00IEPfWy4fnVekrD+)dfbrT!$R^Uvzrygf8WIe`r%Q-?=Pba*C%qN0*{KJ5DGJ3QQ`I z#a`7G4PphXj@9}KCQF=x{bBV}$*?mX1yh220g^(YfnRg#W96L7Ms6=eXLeNq zz_(ZtK&^QUxplOmS;0VmA7QxvE}kajjyACESgbWeFMQ|Sjc;^x1sij@7dD^V_gjpvia(3?8k23r5%Mv#tDXJrVag z1+p1`3a;Y+&y=|2`b|xNcjnNoxsK>NDXvqD4nKm^hDNL*Nhkg!2@X6|Q zv*m{lYO2vJG~R;x#l_~8g>qP?-bN9`*VN~fT=tiN`KFT&Q9RNPo9}ZLfPLFW6#YXy zimMXe*~hNl=F9l}l4bxquH zRgKq>`Q8Z&0nAk^_)HIep1F`{#_TJnI{g43Mstbqm*L&(l}lD>&@W&yk4A(EFA-hHevqWbPgph( z{!8C7jN3)1P5fPJLlhXk_4!@9daN6>NB(Ber)`GIdy9UHu3#2)D}Y!=&JcI{2}v}h z&Hvwj`HkSg)lsB18h3+pHHi!vaM}Cn`uXWx1ywi=E@sd-R?3|yTFrZ7ANQ_OhE?}ClvA>)jpha>42s- zwv6x4?wl`%ysS^u(> z2t9BHPDkJS-YZWU`G=jnr^vE@Xp>ED8awyxg_MKr7l~JD0*+C8f&8x$o;yN;ZD#&| z&(#n-%!)KUI{L4JhT9;eQzH6(Vkh6;8UQUC6p+o=LC424qclYGUF96v?ad4@(fOd; z%s#5SF1Qv*vEj>+xjayA|I8T${i|@_Xwr#?Z9TeP9MZk>3=P#qJzMkZA-v#+^*BPO zPYbB7g)VA&aW>0JdluTm4Ek*b4%*FsVk-!5!w-`d2V6921X$0%8b#)#v1or(yAZY( z`Ns8U=+>U$Zpe;m^FQsua^^ZK`Zlo!BbUe9hzcic$#2@*!{mcaM7`AIr_`(K1BK6y z8L2%$3ZM6_2QR>sOj90(TnVkEcxT-36POq?ZAH6*f3D475H`ozM;QEccL!d7arDF< zJIwN0in0eN-komu)ZVj#d9<$F!tX1j!B9(NapfgsEUaI{ zHUs)HYq`sX)yg3SE}S-h;qGYxA{~O3oxo`l&3LL%eymIO5Sdu3PC~0kLL;hC@sODq z1kjabJ!t+Ip%-m&HU#|4b&=B>Vq)4qMi%3QU(#auHg2#i0^;na$4wG)r3sI`r)qFe z>}409fDvukQw@e~Xnyeht#wXEA0m6qTp(jk;^Q1u1<;(~!700cMMVW}QBJuk5v9}n zh~u3hPh_Zq^ZuvsyS$c%^-&LC0YBKx2Go9Y&T#qOhqw`s6P4{kSu|#-g(||nw9*yw zsFOGjXj&Pk(Jv~Xo7Dsgk6gy>V~w@Y&tLE}X+|f7dCNFZYLj&9=)&~*>u#pN^h!Ku zwJM~FZDhoD^^FIAXsY!X%;{1n*hC&-8=ui#$MFp;IDoL~-}SVXu{wfDW?MRD7RNN8&dt8ul=Tt^sUqmYlY>+Sp40lV2XKg$^Uc6|Wp%)Kjg)k+?nc(<=j8jAhuz?8p_b;><{b+Xlar}Lx5$xbMX}=&%y`Kw#W?+9NfxK z1X;7Q>pkUOYejSIw7*Dg+J@;R<}MvittZyp3coe>q^|SYPXa{;!P88G2jWdQ=_LqS zQSM%=IdW-#r7UQCUdZm>6yZIFMDf?kUs+d(t1No^Mjvic#~f+)r6N`R|M}&R%U^HH z8*SIxZ@>wki=RucswAn>Fy3DDz|7JRK0&hmkwjk1sakBJpX9sD`y zbS1-&TQdB^W;vHkl7wRsW%`R#MCMokN7x)6UW4h$2&zF3*=Lw16vkc}!QiQ3ci-!#cYi zXC;91;KI?s{EP}o4*iP@P<)68k5^v{tTyGyql;PG_fYh4(J@OmY=dqC6rX~Od?49H zQQU?~q&|rb{@-HJ_i?#ffCH@uY7rSYFG@(fU-VvJ6RvL5@ApFwOL%p`v@;{*%(VJ{ z!do167X?qCaRAq^mul-Ohn#ikB6@9T+276dTN_imVPm+=0S%%1L*v(JD)P5Mc>_GT z^z*bU8I0m+1@jlak<<-s;umEZ7Hs5*VM$FSfjE&2mNHvGK2=p<-Y|m@Hw83@yA;IK z#vKU?;^GnpyB-2 z!Mtn0oR$iSb^`@Ts-gUMMkl1U0I3%?0ls}6mdYJg6A}Lc_`WdfyhtlHxw*a}cLsSw zB}3`q|A{pfJHja(7f|3Ou21gR6i5{gF&KK66oj3C#Soo!mCi5F1+24x)659cAgl2!uC~d96s+d2Zau=EK&K z;LE%45qTd`6#(RPNA)`#jy%EuJFG7&L`Ydl_I2h>F#PI8#LAFLBBtw%g0;kaF?h!O z*=tSV9+C4Y^mLBuGA*vFjVaY;C~R&#XqDK?zsf794>T1nl5?ed28ly|aTKAD56a*{ zqz!hd#QyU88@#k{F)16YR7{vIkJ}BlTh^K1667}bSr(F(cszcVT_Y(;52RhIBOsAu zO!A?$lcYcrIULaV&lV^2`!R%P4Fk2OaK=Cfw%D*rW=|}Ggr_9TiYz6PVGZd9B2lzw zcp*@2tSh=y`Y1alxaH}8HlffPbK4xPQ)?p|zdghx3lgfk zm3m<KOVXuCqS{4SbdE8n(&L;^RKdb0|1*?6j9L-RtH}~{Y8kl zmxUQgq5gBJ8UIjGvCv23F0i7}nJWP3R@v8YP(d!8CrdehHkI(-)5CRtnhaAC%P3kE z`@w3T6_M0hr4J!wm*ll}hxWMMfOp0n(DJ5%4(>G5b z`SkDQu-b4BHs35E^%UKK{6K|zEDpwB@@#MIC4Aq0*z>>|ts$HnsCbAEkL*yS%U~ac zMeQqp>-Jd3^Sm83(qQc(GjAXY8=&$<*5Jpy9SxNMRz}4u9tlW?Z_$-z$Y{3Mn8+~$ z53g2xUuS|=YSRHZLT^Hh_k4LJ5b#g!ULtRNAS$b&87M}$b%W)a9$B14oY&Hu4Q+rW zz6IZWY$1jr0lW@;Bw0(rK$Fl|yYGkEl11Sk=+6`W1UPGYzt) zAi)SeXZzZ|MJ@g>d2-kpyxmH1LA>TP*e38 z|GLPvpBxtEQ8evtA(f$A5K#rgp(JBgPhA(29OK3t0!u7nVmQ{M8uQ~vt+CWK00BolxxuYL$9e~IpM z8%Ky21dN&j3&7X00O9~pog$}war&gB*m{_#AH+BPG-n7Ji0l3W>a%@zqU^$dDXbo^ zl{B3MpFL_%1NvJ}>H+D5DKlU3lk8#)(ig;gYBi}hiFJrHKny8FXGj@9p0cDT2UU3M z<|tz9wh4n5QmP_R4Z-lKmfxefkr~0YNPHP%8MyHR_5w*pyo?op79yZFT6#14*e?Ay^&@In@@;#3PB^{RCCo04y+^t9xZL@Km|;d_FPnMGaL``Atc|#jVgZV+A&r3Rj;O&2%1G;4$dBpP;|z z7%z>-4bWvh+_1JKn6D(d(~yCgj$6G{BQ~nZdxC*7=N#oe#n$P1WR$LdxRhpd#i(sK z=;sR!XhLMqj?)lriv|c-%@o4enk_>*OLS2u-~VnI06diQAx`5N7l2_lR3#>UEW>rX zuRdxJoO^`ZKori?d$4uQ+H(?fd<>6P$xLqu$!H9Qv1! zLa6^rx~(tXRsJ>cKwE@?p&ZkzkwNoXu?;;Ajp#QzdVMZ1SO>735S!qCsuzz!`K&}BTCO=77*rZT z{I#eIjBW3Xq1g>(f@u%3@|j^@is^gN8CkQWz~|j6PwZJNb?O^vX`?EDmihA04~ERj zc+z`|-8&}sfHMk}0bDKfW>=&6hF~j_S&A1Ogz2CS5!Bh7RY52OsYzpPsWwz6KG@s8 z;0zG4@n)5Oz*&-YY}r^X&EWjF)&L)L~+i&cj0Sa~tI)z(=t$=^&dM%+upV zI=yHrfu^q=0L=OpG_RIs^>ouR>8dYQ7Yx|IT^@` zvn?pdQAj!h7E@^zTSDF$#ivgB*ym%^J^?C<_TpcVX*oZZ0y>+D0+E?F<^d%1z!u0) zaq|r~X6hjpXrCC&@rzahQo^g%9U<&DhXIHG6^<{{#<#<;uVk#ZJchjK`~-b9P*>q) zDi7s<&c}3XMx_Gn38UKcEwYa4pSWh^dW;v(YF{9I-3}x(laRT7vzc`m4o!kww!>!}Ct#H4;vKq@bP`by)l2O}K~Af^5aiE1_YWQ~1ED|es; zk6!C*0fPXU3A|9%CluNWx_et))05r}`pb}?z#5v_a#XvIWylQW6CMi=t0)T_^*}22 zdoax)ym1nTka1L9?lCL^H^(DK>8OhC_|Kr8lSKy#&rD0P8ITj5$PyA+7hZjuFkb?H z0##N3d3rEQ`Hu;fbO@nS%{}fk(E9wGm=+@1I5O%iKXT18qkG~-!M}B30q#eP3-NEB zC3!2=6!>x1{3a+Z*-86A;m9rhsT(S8ukqsPc$#f$8^C_Si(kY$P7$jZn$xjrv?db< zV&n{mBzo6(=q?435d+8SZ^8u`*zbaW1>O%X0%CY1^J&Of5K|whZX4;VUB59$~_SSkBA%1@OchOd`jBoh8pF6*SOn zxb_TF=0VpbZSDv~AhSz~2j2|85>swwERC{h;N4HE0nZhUH3DH~=^7yz+Ufp(N-fEU z!2zgwvduiZn4oKlZgBvI!MBPv_%$p0sg@+T7#Z1GtOhI(hSBnCc}5OMs|i}CK57m2 zl&%04>9ioKp&=)3YhJxDd$?+~GLS|w^tZqM%N|Jq5^Zw+v%*^d8Y_4{iP zu~mQ^A%<+(Ube*(=*|g=q~^kZWu6Ocq`~)7=VZxBLjfzp)AKH0#}dAPehwba2oC9q zYk3rv-6#*?SL3Z49vtASQVK`+I`Y^UcdpbR>x)?{&;ufu`0<5Kt(Gom)%%J_}>F+nwu%w^PN7k#z(U92qQ3(2sjZj))8 zB>l41OXy*c#LXClt^3{EZKT%Sf~)c-KB9t$p@^m9DoQQDU=jW@o>AMMiFRgNZ#fXV zvBBvPO?F;5Rqhid3VzA!0fLMaLBp_NYlPX?{8P0H%Mjdyju+{F$+5F}&L_h~!7oP7 zZRWcAHUh`sbqS~Sh}^0*{_w=Zgi2G2ULcxK?=Wf{94TUL%+cu|NrtanSaES-ByqsI zbR$;&>?`oC2$21A2eu|V5B28jwA8OPzhqG>uKmukqlI(Qv*y$ zLIx8K*KXsef<#Dva=FgJ3{feR-@+3IROSuAU7#5KRaEzEwMy`i52*IT;7%OMeeM7N zbYE+U#3weoJ=I%-cd-?Vo>4T3elCu3aAcyTPIBc*MHPttG^(fcG|v36q)zgq3%HSe4<^letqXY~s1RwT1cp z-=kjCQG!$h`)ZTHJ&VaTMXv!gDg9_DfBeC@poAY4e5N{e@$@w{ORB!lLpz~fEZtqL zN|KQ&1;3IONpsO#xP)%@*Q$Dp#n!OO1yP*#-gKL#9Vupa{`wXf$SHhJk$x3E_iPDH;tqEhxL^WAl~Go z?*aevsslKlF|P4k!}z)ZU3;k}QPWTl=ZPfC9(0y18ae5`jw9|dtRnOjgy}va7r)RI zSMV_7;^AXH4-aL(-@8xh+4&LMFh`oxyy&Z#37Lm~r4oL3@5~=N8W3dnrAx$D6D$MX zxB*CiM!tV$!^=g{JR-z7$jk@%PrlapWN-Gs6m20I%7X@qlFUTG?AA* zo+d}&S@=Q3JItYfVEhSrV&kvFzvisz1CGWt8w4c?I50c>VHohg%v=;+y;hNb1XppQFvgZC(j71)8097saJMPfSjvTA zE^!Pa# zT_)exNL9CN()jS0jQtVv++(vwdvZ-$QJfG8_c4GjSQy5K+7|XO#TMM}n)%eSOCN22 z0a!>*t%(r<-kR^w6T*c{EG~ij5j3wH+57HxWL! zfTC~jiiGoz)b6)XD)m{(`Ui}X&jW|)AiIH-Ul$ctt$k-Ub_1v@8UQOm)W7gb3gPTf ze`}azW;l70p(h;aB-n-nt0Zfy&s{2s&t2AC2dsYk(*D&U@Lva?-5XPNqT_7gQx)Cgke?qEZ0NW89xJ@pGcWEKM!#Re<~B2 zD^7}uxKWy-)3>IO%qim6Y5x42BbyQbU=xLaUR|V7i76M=v+q)My0#sX>uI#N&nGGNX4G13rJRRzT!w>Xy$8u~} zQqH9HLO5S5)%}k%(oXp@T>$6M9OF}WO=L-yVi*gqorWh-wAGs zE3_sMYqo~W6tTVPH2zg9f8pNqvM&>|Dg0a>@Ljz?+rc+1Fz^HBsW-S}98Sl;S8$Cz z5V$W{oMG?KGrD@akU0|L0`~n{`4y}C6Nf`7x!N_e7*(a)0`#WoKdAyy;pXV=CI1xU zOZfR|Q+A3rCtLH(aNANq3m3`qxeS{liNnzL9Y9m^%ep-de|_0}f1r)KnFx0}F#C@s zc;G@BfGngG_Xo?7L2R9Q{TW=T_1Yx3IO;FES-M&5&jDpJ#uhKotQeU}P1{xQ(dG<4 zO2L%iE(A@~B|GTwi@cSB6q!;YI{+X#5|XYVv7*6qu{S;FJi;mIc?HGGdfTczmBW6c zKpMrG%u9as9WR&te=7hG060_6x*GFcYowYasSw2Gd$S>%uP40+?tC<8YA0(8^u|0N zYuEt&8ja$rmk9j17xMwbOmT0InO8>SFw-UyTdo>x)0N_UE8fBT{1}8gUCJv2=!l2z z!UwuI*Bf1pTJ=5#UGylDdLzB4qeq?RUn?*kRuH#JS5D4(e^nUpR=z8yrLV<6d9%*}K1(Db)*-M?CRm1kbaq9_y(k1Syx6<6ZhN?&7pP5B2zwVI59!94AMmhwcB}@a z*sU9=hFD(PzdLr-l)k!fBh)0V4lLV$3)7{4Y5Nyk``_B-Za!SR#?aB9D zWO|h+z9fHyqqKUg+$LH;NG8_v{MCu=N2ItkzmosdQGH%tfePehSnL1}mc+y{goQ;W z4xCpd5A$m$09DfBazeyUKQGrem!0`ilYZxgk18AP%>T?(4OQ|ya{eqkAm6OhG8Cv* zH9~>he-{7W()<{PrEvnICU9dEqm~3Z93kil&>pAT&Lk$|Dl56(3%FJR@bN;6|Q;! zP#@fQql2GA#Rpk#z}06?H5r55w>&I=oZ2@*e;&e*ys6E9daDpVDq~+rUquMswnE!G zymHGZeTmlk@1eJ^r0dZh5o(g1JE-B*d#;;DLfci zHuwdgvqd9T_vcZM|6t82-)^TYX=?Rc)aL_@6hg;gLn ze?!x{5zeZ$+yCF_R6|ZH8`wNTkHq=4i>e;I81YX^%q(5cOYwO|Vu%cBS%r+Eta=Z; zk9b!}490RA5|u?SkTg7TUAW~Q0H4N5FMC6f-lSAQM?go2VMcytDj70l6KEyUwS4xD zaU1JlDFS0qqLYw<=6pFO5K zLae5PLga=9mN+mIEfsl~Te0}~56U6GF74#v8b6`{+L9{nsw>2Dwt+=J-zGX`e-V?_ z)1yy?T!2is+;8Bwld!7PHp1qwLHw<2PbL||VnVH2XNC!s@Yrj+iZtbVAwpBvI$gL~36JU4{&ShDEcvH%k&y10$_# z8iN(D$sUvmu*L;wW3783qJ1I2f7yfNxB_ax#o7740f{`plH-n{TZwKM z6KS#a`NjbVr9iQIKVhLS9LRmN?PpW?Bt0E+Sr$bXG=SAkT_<+#mLu%g{V2z-K*SbC zTCq=(87A{iAA{Z)*{hVLk4$POU5Fuh*MTlK5}@V52~}7@R^z@4)?AMZf2VwmC|PKA zHVvx3eBD-qZ+z|hmx_%1sVpnM)dkuOr{lnH%3Z5q?JE0n#ubF^BT)g?>+P*<@v=trncoC7T>ioV*#UP^0vsU25Hn8wlS{INPP@4 zlhaijZ_Xes0QbNprt$BT{P*3!a#3!Y)AbJV-Z?8d2|#W%e;`+52ltn9BieaSqMz^30M&rmbo&v$Ipe0A^7v9`XN(jcH0A`KNTn$04a5#4C|2-wF%sD-5Ztrt?1pt z_1c~PEDtvae_}`@5(3Rpg3IG}Srri?ab7J3zN>xS5@KM*G(~DFYv9N2Jq@XfaPEWP zvyy4%V8n1?R5B3iUfKpn{GjjR7#2uAEG`a~jE+FZcw-;cWKj(YzajB#AusY&Gj%CW ze8;)1Mh^{m{!q1cp?`MnKGJp>A~h}zw*}c@N`liVe-%(?;)EDha9Ko~wM-;&?@|#F zdIcr&8Nd{OzFbMOU{6$Gk*f)KRz}0j5^Lm)s=j6jIzC9`%;x799~D{&HNpliL|Y{o ze%TMDZPMRG8bc<}ru?h56XQP}H?#HL)d*JO7cLj1epe*abP!KiZ@DY?6Q4LRX;HbM z-u_!Ve>XdCbOU%ULBy-0R_)#_2}sT{d?SYD7E117WOy|^^@^2LqEU4#bJNLm3LUI8-s?h`%Jq zD>jk`DEY^?U!u0Drl=b&z(-yPVIqd;tGdaJfAL0VZ%Avh0`_IYml`@;wUt_&oFh@4 z)5P^q4^v+ms)1-AHX(YX9zh>E%{^pQj1kdK!RgtHg*eSEh2lF38R|v|X39MyF1OgI zm?w(#)UbAJDhAHABSi+6D(ot|o3}Dn(s2n3FtxA(9tJq5WDct&4V#9n8~hJF5{?L4 zf4Rwbkf~v?Mj}j*T@THX3ARNH=}q>Fket6kVpa<>+p(uW%w8v$%^alPKu7uCl)U0e zXnn3WC2!czv3gRK*C!#+!(_``0%!GI*xaQ6 zekm3%(;J|ZqJuV5V;87lu9#Z+zJt%nf8(D_KUESpV4DpK*$Wz!SWm1*pp5d=)lQq2 z&CE|^(6?aa!5uY0v)u&_?%J%HD0#nh*Vp_MNHjDiW7g5)^yNhM3|JfbkU(e;Sru zOhPUc7qW{4;o0He#JXi61-74^5-^SeiC@#SjTZ|7>N23M8dshYsQBz8IS|?O`|2Oltvd4Txg`<7Yr3WpPQL1-j8JIcwhj zDEg%c>S&w>$+WPo4DxrQ)9*|80oTMX+GM>dBY#R>15?QuHidw)nM)1*g5Wt3WT+NhMHV%ski;+hIxR)r6T>se+?E6TF@7b z6T2#pQ79NEDwu%DFJo~(4AAc?{nLi*(LA5~RlWaRq)BGzJs%@#y=1KeT{b0v6&xDc zLpG)bVy~aG7N8+3`O@rVgacLYLJk&c-Uh@gdw$2p!bD(|B^f+p;dqB?E&9j6H4~(@ zs~V5UgW&>2@a633#`1KUp0^QFf~VfYE<&)e5h$!Oa!s ze$CxPhnz$GrV<~Kk3WCb|K9q{a$ei*jF7CO(>KQ*k3X4PCzjH}JbEO`WE4^hqh>0T zFu9iWRlRfZ+>-P+qnOy{Dqw{|rPTFBXyBJsJI(^cQ*IJh2)# zkq$l4Vs_6?EJXeAi-E}qYU~1XN0cfB`Mv+H+YU?oK=C;AVA4uLm8I-kKo`IP+_)(+ z8`$)YA(o#X*B6i+f5r}#v8SV`itNH=cfcBTEu+T}E_EO~Nv61d*klugM6hz^l-`Qy zL+)`-T&ogd4#%bDCkAHR>`vW@%yLyID<|b8Qb>zAly-E-8;av^miWh;kJmU0xQFf4Lh+Vo)DYlyLkB8NIyl zATWWyAb#nmZ&27Fa{XtJ6ni_rLmb4pJibKAiY2%%P5`bR4ie^LS=d%1x3ft8-E-;^ z;ft*yQUpIbb$0BJ-4s+UiVBBi6rB4XO|mZP9^S*%kZkQsJ-FR;WK*ddZVjlF>0kQB zaE9MBw5eL^f90iWez2W!p(n7SJ0t@X(L669{Ii(3ea zLtGOL;}HGN2_2e`h!+RQ$P&|3}qr&qy6B&=W7+5e2;vjg-WWFXTsD9JYL zSR#n_e&A+|WN#H=5y!I5v1Y|N32^iww?0WS zfg#CmgD98}*R7o8T$JJ@4!)obr2YG|Z`Jt&f3>ZU$&2DkSAanK-EHpd$&qGf;SKS- zoR3y-rD9?_@~6BT9H&&La-NtRRB7U^On=m1QyMc3lY!`*z8Et|)O21eTT_=d5>bQ6 zn8?Ua-n4Mh83vsD3!82A5ii7+?t!Pl!wN-q^h~518GJ^WvBmLQ&@X8z@Xq~vdYv+v ze}xFrjNDo2x~HC3F#l7#2b;5JQ4;|Ub$#^PnxIRV9ulvk0h4~jjy(anT#ZZHU9TbE zgF+DF&>Qe%HF^;1;NBE*3#u&g4=PTmpywH~e~|vVs`O=Hs)|d@%c&^3kU#hGT7oznBGuj% zT?Z01IMuNGdPVR=6dAr=UAhV;LHjC19wDY9^6e7Bs^a{xp7eXl)QfyGbC}+#F5C*n zT;<>&_(f?ea_ekb8+YE@f*JWh%x~d6`~IflcN8@zq!{MG`VRc^ix1RVrElo;TUru%j=8E7FtDFPYG)Si>kj4-x1~{h1i)5Fxxo=L5hRBcyt8 z4W-@y|0^81*L1HfDQ1CHua3%e8ywr4fdf@{uo{Yk_~NtHvS)V=P4cKPYZtfov(*9vxMx9P1VauuBW3Iyo@Z~`kpfM2uin$Kr`~izT0Y>MQgohmA`B5e z8j)HEm$kZFB*<}e|EEy8?ulP3vY(%ygo#~Mj)W^6rAT%Y&mB)mkXX|R2oC= zrw+R$@5mM#%CQyP5YqbCe;ENQ{_EOV4{7DV8T`OH=BBcT2?N8y5sQ5kgFoqGIOaR3 z+Zr8{KLPz;2r4!Q!#pUUe*T^PMquv}FSj=Yd0%4&h=ESA1&hwgkIg%6NwBKQ6bLFm zpPOLd`<^n8L z(mD%dV?QdcTgy7Eig^(*BZHZ8A)6|f#F8}D^TIPCs;d&s>y;(?=uQMzVrcPmFUuMo zQc;Gpi+kpSz34u9@%gN6TuBnThA+M2_-|aDCygj(#;e+48&L9PiYletK{}4t~`HC6#Hg? zAt&>uPMOScx4K;2i*M!B+9vm2gW9{}iqTTuhaOY`U=2O_f2|k@z#|E>$rl@mP3IsJ z=_32GYS-3K^&n%79M%!zvd(4y6)7}d03QT+!AyRwhWQ~e1+EibS^Vy0=z%U1RF()n za~>mwNEi{+S^k2p^awOz?U3Z89_V70zO@D+!rsP6np!K{GyQzuS{Cv*<^l!+?v{`w z*?)UDoG~Uue{#T5ty-TreoR0(pt#WUX%zP+gg)3|D;=J0}0kL*h| zyni!f(W3(&upD1JMV*?e=Y6{nIAq!7yLni5gap2l@WlV_9=PGb5@GXewU)HF<~MFD zn<43d)!1D6yp%P;&kUe}USxM#;#-W;eVC2W8Y1m4e^Igp)DgrErj?4yA;@&!Dn~&Z ze{Ym=tUP_XN6mg;7}eL8+_A>x76lo;ft}76hI#GP0or1-OLtvLoPmZeyg^NfZvi7?R?X#0O(MByfZ~@~nlE{RMnN}u zXYmfu;VC%IAjdag<1H3f&^D|J#lJ{iL@!=;%(nbZ?kuDT%(1-u#XiM9- z-WY9OBn(3v1E5|WY455t)m|Ythw&{oe;Scqxc>$GRHO*lt97rvMvkgX5$aA~5NqV} ze`)RvSA?6WSgefx=mB&=%L%Z(A!X?OjdAFmCJcJp#AF!=$8rS^JhL?n<96%Mz$loT z0zlwDAhUfEH6VmmGe@)pO=|xoZ;SI??c~&c2;X%sa}Z%q{JRDy?4bhq`1brQeFYFI zt8aAfBgqKWE23YYKTL5GKECENP)#>ge@iv08&>qS7209kYP%BHVAzOKEN?|nD!M?v z6nyiW>CIsZ3l>yqTB8ZyL&adK8^UlMONi!3dApA7G1{GgZPXY;AZv(di;KAyCUx63 zfo3dS{`R0;A>Eqqkr{icoi?#xD46Tuh21E&_r{>-64bx7(ENJk9DK<=FN@lnW>V?hZ(p}lU4Je~>0t3(?i1eFIo1Jo zxo5aNZ4g8fKpGI5_C%p)At_Foe_sDswbUe@@&y0gO-Vi+9yTXQd9wKv`z$~h$Coo9rP9)m*wT|&u#|KR-uJme{raeuI2;? z=UA}ozn7@Ctr`#+eBCfBC>^^W!kA?`tLw!PUoKb?vdvm{PCJ1HlnoHae|w-aI=9z# z!LJ`HINFh=8iZvL6k?SblvVCpxq?empQk#{pl6N6H3A!;1037iTe@%2(VEWelo z+JXnh$2y4um?qI900^4g&~MAA6eh3diRbjVegy{FkR@DPbW> z2AaZq{8n1h+3MK2x$=6~^wH{goV1h>mh37RO=$i_FV|1Tzb?MRE>V!OxQ)IgZyNem z+eD_%1B?DT$-QEi2F`EH&18NLf}ClpD%JY%Wk{E^e^RU^zxGeRwK@}S$q%?FJtmvJ zT<~HaX$E~`;lg&3)<|xEUG0Yn>rKl7&m!H&7#slr%o{D4mt|EaV%m!-_R@Mr);)xs zxJrMO(kiSwE$Fj`hl%X4mInJ!Lt!{n{~ypAWQXebT!IaRAO|{0?18c1-bp(=WZ&0; zyi39Cf9>fEc}NPenleSKJUP*ccJmJ* zSj|_XO7JT27vLz*>y!03o99C~n0CmH#>;os=~obaI6GCYEPNQ&P}ua|1rbBkF9G(f zmvGMSc~mi>^A8Tq%|oZ){WE$FXvWjwJyC@ef2?6MiHipo36GNcv5gZ2po&%0ee>L& zmaqSu+Lpdmvm=O7{qZ4jzmt-=nl}y^@oRi1Y*rOsXDgfmYULFN&TGXQAtv%Q*Bo=^VQt6t3 ztB_zKIEdN~SI_*B!UD#RkV+T|jwq)ngL3YRsywV&4t6yQ)v6%C!kl^7O z7Zt0I-H}k93bkKl1;p0#)`vy0UBol@8WU~#YDUZl?l#DC+G%Oz|NhmpOLJgU)d%~26Y_FED~6CV&>+e(T2q+Cn3yY||ed8|h5KV8Ee z8F;u;vD^DkG13V|Q>RAdVdgddXhD3s;_aKwZJj6Zy6becu2~1xj&T#xt9wFbx=z8T<~`ifMGfSANMB7k9fvu+EQ#jB%Eul zzw)R6_<~r2xeSa&`2FXPExh*NL4Et}Q+4xu=rbM?<1BLPXc1=x`bKT ze)vlGl+xo?|AErRJY<^{5vJ4Ic5gP5Y%j7y_>2As6FLZjU;t9IMZoEQ1Vb|?2W`A_ zndMrvvP5fu$~?D@fVnSYHoN5D3V6O(IcbusAeDJ{&!i)}pOL_WlGOzTp>Bd9l}t*| z=y#>tl5OrG6!-yW;w2Sb^5CsD=G6}Izz&#Uk6OP*jVPA+kHa(DEFEZV268&A<@|ma z^pc$}ZcgdsL#+ib6{_`2kNRaJiVsXG=H$O!W5^6W03Qk<>+KwgY{{ZnL}c zYb<+DPuXlxIZzKK2VxAbwJ=d}%_QG2psZxcyUr}-yCx>MmQoi`=5l4dwdt)5F0;p9 zIjvYtPx)O*@hBUR@?%CkY{?V|1cSHW?b#VqpYwVkc zu8yQ%ZBFK@w%HFDa0E6KNLx`GeaW!QS)3S|k^l>oj6cdx-?{vfPrQo`Y@Cv}&@+5z zYD3k0Y&Z&RgFM+DObO*)EAWf{XNMTLSsX~qK=ykFR_^aC{*NNST~gX5@ZkU@ybjeb zjGCw_JbKmpy~)jgRy!Ke`jpHOvq@wUs5lCmh_)uoOxiuBg*v&&1 zp;)gRYI6Npb-yFO)dIBB%ZT-HXqLKZSROoR1&yREh%e<)#MQR1lxD0VO1OY3==8Ko znXxWqZ}+WOBp&$;xtZ_(ZlPCrj*R<($Kqs~OzDf5h2vp=J`BRS%OPKg00?aUAjj(u zpcnI37O!vdK+6}?Z12(SMZwvOI z`6C9iBIc4Cxhl?TnOCU(-8gY^q5u}fdxeRc8@mG<#dzOT0^b2LPvqH;ZCz)4l6rM& z1^fqqzEyL7abQ#hN$qfylNE#t7;TAo31s7TC%MEszV;#-$$By_dYIPTI0|7$H3)^y z^LV;c(-_;vcU~AsMNiwLe}BeIx)@IxKD@p^rz^cb8U{F+Qh8vG+94>6Wi@iLzY+Re zhhUohLhm3FXf5g0dYyvEu$!Z#~7Pd{GwFRm~a6uNJ!VI-J@xb0U5LYM~K$XqU zIw1;H)4JU2EFI2sr&EMupNhMwcO#KDcPcRSt5FYZ@|_be?n`6%{09v@=#DO_4vDruaU0FSgS3*fQ^Pbj;T z%Z*z%4EnH8E=Cx@r=l<^6P9+Rx^KT%7pded_X~M_yve~{V2rjleSPo!fwmV@ve9zEb5p-iE5cu8T$lp z^ZD3#kbUYI_DNP$tsW_PJ!L~>A891Tq8-YtLaur7em)iYXURgVZ7XWs5u3sSHv0r= zBpW4B7QjN7lE>uR34FqE*C8_FB8aQci~k< zkGpEV%jw%4e4yq1>rKLX)n8FYF5eAqujf_s3*LKI(i_W&z!!>awO>z0&_3LC8Qz1zNR0KbvI=MmMxZlU>cNA z057RH>?kQI0wB>U(}u(q<%jWc7o`~W(2j$|Ib}ZmV^cJ|7vCEhb$gB{5xOJCDCf>) zr5c&SErlbhXB;%CIhH5bayA3M0)p)HGUxfi

K?W=*S1~KlnA$fZd>dml!bxRXQSg^Qy!%aREfq;A#2xU0IXUeI0!}CjwoAdHo zfWH9dTW!CbHNa}D6+vXUDVMI}B37aT2ONJwoLY1>YWoCv>kx-(&u`4)@ZT9w5d!^% z^g6pLa(e9UclX<@PB~(UM_2Jth+}$thWyWF7HX|1+=V+xy>NZ00ef*PXTK$1%IcLX= zVQKaI*7HzoZfe|W72NFNfz~aO6BS6=7gp+cSP*k9vHu^#fixp4e0e;{i?g>P$SX7d zo-K*u(ws4B>nDQeA2(5V>S@E46P*S}t|OX8XP!)gEy z8o&XTO39TqwzH19;Y%kcp11KMs<=}*6ggdsPr|!l4Qi3|mEjZB3>!M;E71?k7qUPl z8O2(iM^F9rx|2PB*2G{9AcoBRAvQoVvK!^nCM5h32v`$wyBBja+cw7h;s|xf<~T8L z;(r=4KolAmby_i@Dg^B4zr=-#@{B={WBaB|)rEJ}%Ou7TqH`Ux1Hu+j4I{GhGU2pC zJVGXcEQBVNHo?%!&*aD00`1bNN!&D-A~yIYugo%5d+_vsXU_}2V=dcTY{hdO^nF6x z|Alf_R06MA)i~K)3T46koO>WalBr(IBeXfB>`5xk|K$D|ofqsWTCA9Xreqd?UXrk;TL$Ot%@&2+_(lAJkv;@no zvIL&yErZ{GMy?_4hft8~MA;WCXbebY39*n9C}Aq{rJO1sdnfVNibz{*o*V*OcAbB6 zx*gooAaDk_x7r$I%}uQQ`RwjthiI(Np(2n!z2@nGN>DMymb)s71=uAT%*5Y%nrsG% zy|=J1>4vvCsUqF(Janf&;+2f3Hd-k_#K*#Ms%J^w<$S0v)lhgibtVbDA`H=(P z40Yn${PCxlv(&Vn{eF7~!p4CW-&Yxj{T@Sjn0D?EwUr}oNMF-OwL|uLk%veYn_=%# z2LTIz7!57dVQYn6XXaJ^;`07F=&Np^Y( z$3DA zXle~s2B%;SZAH6@dA{~6qQKoE1dckg-FmlA#$Hhdj)NPxBCJXwuWI+1d9z#MoD#CU zA*CrwV{g9K6>SvSe5r7N3%taCUL}v`kEB%b%hZHW11)d-S^gY-UeJK5${;M+u_u;0 z$RIpVU~><%Mx4my?5wp#gc~HK>K*r82J1tv9TH1XfYhHrt@Kr%n{8 z#>aBIS(`$BZo@*TR#S!JPDKL35D?o`B%iYh%M#D@DfO57D-vwq?dYMFP|*|U6SHPZ zDVt7$s_xB+T|8{L&ozdF`GRRmc&KfKyy=^V6g_1tA|mobp7GMPE?{gr*=D`e{X5rA zd4KnxK`$@Ly0XWA<`^@UrUf*R1tjal5A@AJzM0V)YeWh*bVkC-I0zg9GAAmbIHI}7 z<*i4zTso_&AWyS8Hxc@WSpkrBbXn_k9~KBmx1Q;sWH;aUJcJ8Z+-tf-;9rA@_uwp1!@60!_hYCwX@gMe?g zEVT}OIdgLmP~^t4XR>?-CQ}j@WAQV(c`Iht8cLt_NC%6&^jz!AEpP$ z8=T<1tnR=Tzg^9hZY%Io%*Y3Qd5ZKQYVc@53>YA0cs%co7VNInFN;x~%*Z=KT+^X^ zuhr`;_iB6_L~ufKlMtQ83lKy6;^3AD#dAm75BO!*Ei0~s^T_L<=i8qm0B0oGV*n|i0=T?_SSksgO-Y6|nf`?F zv>*q1cStquT}Ph zC5o=HK?<;(G8>Fl*&|5%_eXjRR21R)hqCbAasP?tZ{#B~9XMk|^y-akyyCkFM-o6w z;VLnKf`--*QieJAhV`cMwzI1r<5?PxdWKzpDC%JOH);^QRYF4+_(nsHaB?QwhKD4= z(SdKjKHsX=%5XpIyzD5p5J|sisDBb{MzLO^&PwWdfTzCeegl$3UVXqjyGRc49+_+K zxTsG>S>fNJi*QAnI8PZUS9qZ!Tj+fA?4=yl)=;#)S0&YZja)Jo0YBWx{*T7?*7M1K z@9ZaXcf49DGy0X~cEjkPh9N9mxMTLc(vs*uvJv#3qqYuswVl%#-ZO0y&NEj3ikoxY zGyh7p68!|sYi?Teg+_TpkMlVcBa`|-BxzK}H!EL6$#_7_{2yS!K`x%)jwTt(+{|4K zHnwjaDsjJMZg~E!oeS%5lL0|8_g#b| zwPoELUM6W86nH`kG?%(PIWoN!OAAu@qzVO!?*z$Hyix~zXKSe+Z)d5cZK%T3mOX1D|AmgpV%{*H^K(Py8i8)&iLnlQ|tgD^qNd~ zQj-%3-Gtnw#%YlFsy@g9Tip``VTGhBHTs@VgxX(yqCG8i5Iazz5{ zhOTY2>zK5u9Ps%RzJ`nyfL+q8=d|h3g337P47mXe1D>cHYM4C|I1@8os64O(*T5bh z@5q@AgP+nm@mU#p18f<8P6v3%V|6UFlYkVAABxbz57rGUvh{L3vzfd9*y9DC0l{&RA`7 z`X9d%e(~Nd_rF{dK&U$Fr&7JTW>(hvrC1OD<*kpe_j|f7Y{RiNXhq$2HgMjvmjElUBS4_t30} zJ%nn{YOMyYPN<408wd2rlr3p^%ffxC<&bt>i24SvTn?nOvgHxN07LL__moihSWN?}(U>}JqU8rsd zftih;C1M&;%SnOk-%!q|a|uUcCiO)tj(JE89Z{_qyY&f5UqmIJXlvNEA)`6akU@-a zd>}CCa#m98)JDn-GYtbhelPUR5jWsSo%*f-gk?5c#@P2n1wOSx{~DzEJ%i3BmLrkZR$Y}sitOn$@pK&ZB6|pNgPCM zd*E;?mh97aCr3K0N+X9K0sz9S02<75Y4>y1&=h@AQ^{>|M-Rt3YbSnW9O5L8`DU@s zdZbL$s0lFj792rs?SbOW@+AB|5^$8b{s)Qq#&3by9`MypNRZ8~-Xs=Dkb6u3E?-U3 z5|w6u&t9fYSh28QXUATJN5r2F#1aHo$e`uzt;8ctu4Fv(G;Oe>q^G&azA_{pk07g7 z_<=2CiwV#m;gP7bDFq6>Ey(YDGayA(e=sq^2b9ETf3EfwhoSHa8pB`i_QWGtX3ilwVs141VxU2 zzl*S{#vBHCkYr7M{HTbzwtvTM8viNa>(m_+sgS+6{F-aE9oQXup6A0za7n+DXvMRi z0Hl6Zrt}5mW(YL-0qCx{yjTeNyaAZb6*OiWT~EFR*;l1)nZdQ=5}lhLsEhLorLthaW75_+Rj1S4=^2nS2HFpPI` z`8(fZWlx=rYmS-TwLR>SPxX>5szF)2>@5OtY7W-BYX5#AuYySr@J%l?4eR;AL%x?$ z1y9^`feFui^vMcRl7H9i>|YBpB%gba%d z2}{oWhU!|;sSYG0#$}5rQ`C!ph8J+tbZW^tHfw}n_ar6(TbyF2fIC7g&tOluQWHWUXJ@~9RaxbxGEykd z^ef^PuWSCViaUp;-bY|dh5z%aVZE07>yYb+PO*aFQ+ehp9KrUp?iIX$fD3g*msiR3 z=WmkwySLQJFO!u9A7vT>C``coEpt2yCThF6Ee1pdcAr|l5FQjx0@GFH#mhv)7xOR5 zCKQSg6kPBGEIzhB340IExwQsrLeM^0EfWs5EVd8&_}~}Zp|UoG(=>fN%sm0vcvhVT ziC@hP@*0i=5`X?qZ9YJMd2a3dMigMb-D4zer$03P(1Gif7=;S(Ln<{O2?$+WW4q}& z?-v>@D5jMt8{wHbmK#dzBuL-$D;tciUAUvXd5I}OI#mfWMztVp249y_rmfgHfn3{{ zBrYOX>-8|$dSasydVZAs}Pl#$5ffSsux{6?lAq5=c0OC8?Twug{@j39@r#vq)$|njucWPp( zm-Zx_g$k?}j+O^yq6&_7plx6G{=PuDlehLN*|Db?kBogrc@ zAc#(aApt6o+*|KJ9*rAn)t$Hbd&huI%!X{73S_Sv%T$ejX9WV|NGG{U(rmZV=GY?4 zIx}eO>F{xxGrCT5EG)P^f2n@qbm6nI9!f^KMNy51%rsGH*baUX2ilFZ4`>gdRMWKw zMm`R@%5za~H%r|Y-7dObCiHJ{h~L~~CFP_J73BW3T%RlqZQ4>f)N6T0)OAwT7F*1{ zkV|LC7D;!1lK=j|>tAwB*As~w^Oss%&pVsB!nSKpWEg|&r3ZAv?j-tThO}M|I!54P z>W;WdePQdXXOSuXsJadEd=RjsL6MpeIq=f{F;V{Gpi$ijqv|zM!x?!1391>U%q{Z- z_qFKL`Y6*raQ#O=B76*&>b2zQ8%m5XsmFXi$BiXh&dt#Df+a0TL{=2SiVn`K_ufo0<8v zW~S>UqBiLpcxmi0dQQO`fF;tD#Esz{eb2HE`0bhBWZAM0ed{aNL(!$g9_~^TJy<5U0+?t;0XjN# z15tKcbH?x^D?`11Ye2|Kjla9tk({QAlzDF6OC5rie;!)B3*#cPZ*5U)I3w3yEp5Z< zkjlw6zu)lrhLh^>urI|Du~H6mppE|4u49=Mjk;g{o8NN(RUemDI$6{Kdm-|nr6UPc zM&YOUnbDutHoQqB$R-+nzk8FCog;V>1Q7upZ5IFGeEcw8hC&h_?2CDuWeb-deXI5r z@^|C|f4K=g=iQX9g6npEbwtgh=pc%jHfQ~BGbpv-z=5*#(0eIsm*nlKX_6hZbZQG@ zP*Q6%*^mwEiRW;7QxsXKIi>(=I_706XR9x-Kx#J3G9*f6(7p&rMLYBYV3#W^4X!4> z3rzC-ltQO8-s1e_($d9yt<^OzVPp)Y++67(f984%rAgPyfoi<)fPC?goS4AphUX`U zL}#;#-Asz|P8RP`4Y}LOS547!{3#@iTe-dsNQUG{&iZGR;Ug^L)pH}}l&U=8Fi8Z=I zja44(T7E=p%_0aNHEkp;Ek}9uQV2nWk>)v?;mH2gZ^azP2|?vT3>`wE=Wpp$XUQ+j zAo(delX0es{PfYTC`+OSB0D}{m=W5htvp%2om5YwwzbG`RB4?xwe;h){kQ08e+SG? zvWFn6!}Hw1>BLA*^@tYL){bKP)N3Ai=(?SwEQ3cO>$@xNbzFs6&~#+w-HEMG$Ce0A zH*Tj#q^22O#E4j43e^_5Lek4H6KyZKq{9ZN3;1%$T) zVw`8mom+w`K9n!O%;t}d8nj}ze{oE{olblb!_P(GE0GnmG>+Je%=vUf#gBR)sD(gy zv*e3ENEQJu7MJN8C8tG60PE+t&tK>TEN@>}J6jMGOe{30jQ1$z z%i_4RgJaBy#725k3x_aYGPFY$1Es8jRcD^2gnx+19f=QSu1?C2@24GJe^Ty7tc7^N z1!4@+&lsB>IdYbhS~l0mh1s5ZcjF21fP8t@a_$Ko0n3pw@e>J|?vnlso>w_Fp0Mie zL`mBOco4>J3Emex61nYp%OtoYnG8!aja+Lv435*N50CE3 zs*vXubvCUCVfd@6{!)y#e>=;2IpaZjb_{lO#afg*T*aZ^+)mFc8^PBR)xc(s=qgsD z#Dk$7l_49Dl33n{LwRSOX70^veH?8y{E|79h3t}Y{AU9bYb|Nl#P|&s=ww9mNZ?(R z1>@;7ZsDslw^Ja6o*ec!L{{O}tURDKwLboLwnFXPmX1?r;bPR1Ru$-LM? z+7ZcJ>MX@K*G61V!7T;Ivi034F?QWihI~fBN!yJs2BhuEa|p5w~mt`I_TvsIW$GvE&N*ZWh z0kLEQXRHuS16ne-8}?gc4sPf$A(nF#2Rtp~7cYZi>8-%U*2~5Y4kD%0=xntA*M5R4 zM&6C5d{74wf9UWun)-$$)^OsrDlKF9OSDB`YA+fB-YO5UY#!`Cyg z3$Tu_$CX-PeEt-sC<~RAY;Dk7{D}vnzIG$TQp8qte=wGm1!AU5gtAIp7$XMhDS1^@ zPpm9>EE&}k<+pEpMX4=qksQGCT*gSLdhrkqyY%rAMWz- zfV!;}E1-rh8nw7X_-3C^pBM#=v=<&IJ&f;yLU?rkxJtyTD(gS{!=dp%&^ewVf>|r{ ze~fKIP0XLU1_OLs3Q=R!WEE9F7CBepLvrx5S{$abauSjzT2IupI@MgW$4f*)Kq97W z)6on^+dg9gz$MDd`C;?#(ce~B5N6$MrzfYvQxc}{C}(8h9B^EOh#y9qj~gWj+fH%; zgt5Rns<_chj~LOn94voPmpEaDrVy!Lf0?Y|Y56yk{2)46$D#3h|Jf=7;`$Mk?b1~j z6X7(DW(4{_OCX{D>89Ej^R&sKPCOWW;7o~PF#-zQ_d*k|-Rh!zmvGcP@;7L{9`A;b zUMU{yqt+#g+1`PFo6a5{l-J20tBi{_q05{CWv?ICSRWYG+J+2#O!p2a7B7y|e;ckB zFkY3L`&P-mo4TS|Fixv3f}{I1_7f6(ef-3FK&zY$`o>0rt2DCGQD0jVvRS~XP|-YWwi zY^=o{1jb3yBj0aZ!1|D?gq9VUBv$pxd!esh-)%6TeHYv$?D$X*58^iZiJ8szolNEp zEWBiQ$lBoGuUa_f_MxLOyAvO0Gcf@Is$guH7IiR207@(~Y1+F(8kQ2uf3f)KdP7^3 zvPmy~BZ*&H^S%{EumL<~wKhzRdbi*8IfziGX>K_B?x?(%h;K@x5sVAaCI>i#TDOyY z(|{Y?R5GW9WJd^$>xuJ85TAseI89ALAONwV5?I9#zz?~1H8oISguZ50AFgi-CWfD2 z;vP(>4=Zo}Ib90lDN8!Ne~o_uPJ!&kQ-pnXE0t0ALL)W!^?fFMplvD>hNT9r1NCl@ z7ke@f;%4CNEEUgdu|f27)n6S7H(mT1ZKlkLn9Fpkf57Ci*V1xP8u2|6JWw6SJIxLR zW-p;%3BK${$0}pGme1jN{9j{Zxv8wr(vbYA_46lsTSa&Q*eC?+e;9`0Tb~RsLhiRv zlUzwDe?D4I5aUlACupY+ITw&a41{)FmbP>__p9^~8f0l{;)!=~!J60Qlb#(+8{h8H-PniV zq?4SO7KH*T(&Xw1O3*8l{;i}H)SMthC^JlG(-)oE^d@4%rm|n>bB=6m0D&nC{ zUgxK2j^5cdY+4p2_8(!V@^X&4nP|di(V2XZFEVaQUEO98e`D2{zu1FmcPzv>JCYwj z0^;!kY$J&l+8A2^@^M_`!T{|cEQrf6(m#9N!Kz?8UUll=z*5p;94tVYgHP)%R_E?e zt_~x94V><(;-Ri==LIYW$l3wO@+g9>Ohu@z-Yn&X;+Yp-7|L9sdF(?f^1%l3XIbI^ zg%qBT*GaR6e};*u{BYyFuvBfVw5r$2i>!=B=lF5X%mxAQn=M^WN%f;JrcJ)`x1fI5 zQ_1tPhsH0$zwDJzAw~)MAEf9f8q?*36FRZU1n_}klSe-^mDd%m)?FjFc^(oiFToB} zixlHN`~Z*)2XjSFM}<0;Q%*B|@ZAAD!a4)J*X`x6fBI6_WylO8hUO(TQ47i!JN32i z^c?+Z`+e;MYNSgd8~f6ZoKr6KNF~hU@zvPdAT$(Z1v9UD!K|7g{#{e&maKM2_50VM)CC@&@uA3q|=evQ5o&!~m+3=euT>6Z6W6e!60v zN0=DLzCj`UvGU!De(qrAQU^$c1xqKvsb~Euf2i(Y)Y32?c#2d91KG0i!QU_xp zv3RZ>2#41<_+J}{U@3B#MWYEYq^C33a5~C~PP1)|^C37*lN`6jfjl9#6PdhG6Jh@K z;x!Mg&H%%w`)8(i*KCP`Obld)(%}HLe~r);Q*U6A>ex)nKkf~2+62}5ThyQ^;U?UO z3EFri3zfsVecRL)#*F2sp^b5%2$F2W%!rY{8klExqMtS^a;^N8E?c$Zj|Y7UU@Igv z@56ivx~Qb;BsZA|*4kTrwAH;hALAqq6*{uN2A=I!MXd zbta-P#Esse;@nD{jj{HK{Z1(!4HF)@K@^wq>;U+*X2NSx?GTF z(H@dnB!5J8BQQzLQl-D|oB*CVCYa4as0}E%l`f}Y$RM<=X(+^7K@fIr>kibTQLTeg zxo)tLUsQ~UV{2Zn#SUxbKEowk9+^Beg{z3aQjqNBrI1n}m3YsHxfn#%e@q?f>kqmP z(|zWl?kDg@MMS~OJ(m33N1uGhS%Yt2UZE@XyImCgzQdte*K5Rue5slpb4-$(;lv5q zI>jcI>J1g}Q>KP`buWVt$y57#1EgvJzty$JnCTyCq~*}o$Bi1XuE>9s`+>&{rb~sL zP3;ENmg*$OHs2Q77^OgYf9GZ%|IZM^KLtNsuJ9BT>w{|p#2je3+91{qLma94d6o4j z^S(Ccnf0m|VE^{}He$ZT{lHz~zph#!ZJjxi3tUSlDwi~oi)|)zKNRy%YgbRvx+V#g z_jy06mRCgqZtn#FkYJqeP5!Od+aiT^=S9EoWSk_KF01-mKv^M_7bCHJ9? zPe%zLe*4|vj1*s8e~P2YmLS1LtJw!1?I?u}OK`kB|-8vc-m_m&ea6+q$h%nJqC^B`71PAr=?Sk>Q15eew*rbGXZA3}2)?8Aa zJ7E5g3>$kq5ds=|A4kwPSfYZMzokbB2TcNKNk7Q{P?!fyf8j$heUk@U>q=tg?$tpo zhJa$oj>w8pOJk;PQE*NVn96{4q&6k`rm($6)o64#o>wixx8_Yy@pHf-U4VOfoW7W> z?i4Nmvsn_&hz-Q6%I`0b2PIS)1R$qt9rx4hHrR=TqVN)-xdN**IYDDS{-!F?_N|!U z6Iuged^Kg4e|A%GU-4NQRA`9+PT|%~q!b!}XGFIj&xcIC5{@D=XJmi!wm!QO6V&+; zD6<#9V);EWiDxMdi#ys@gZL7KnoDQ3x6N%GED6Pj{pCAszm{;MrLm|D(p6BsITp#4 zz9)E+Y#qWcm!Ye^Et;<0o1Y4aEA2RDtD2T+1 za_|^J(@bhI(OZ-b{FmEy`^|K25KY2=f?c%akJ_kmcTqWf+zsLo{BR z9=a#QN?ho83APG1YI;k0Df7PFGMT=EvnwOl>wnND--vRQa}XaJ5-&Lt_#iG8rsdfAaFYYv`^L;zAC&&_;|)(8@N)(8TZ& zVuZiVT^Sz>~lQ$2Il?0lDl99GA|85COg`PXeGTh8?`2z(k~QUU!FIPYTi&GQfQG8M#F8JnN!dG z9^&OE*D{yt&^iRs6}v#Golf5g=efdik(eEDt!8JmU-AF9m^P)(Z<7-U{QF#*kK zPy!4eBE4Pck3THSkz-ihAuiEun6e^}e+--qUfIU>2V{ar06kRKrnCKdzXxbcWvZUl zmD!+)nRs%LX(`Up>vajI717k6X(=5Zv0+U4bOddQY!4do;XrvNd^W>%Xm9f32Lz2D zaW{PGr?jF2<$}A|v|7P=!8hU(=*m~$P3^i>CTcx7?Cw?ep&imcV>UqFULvoNf9qJ$ zwv4j&NS7Q`9}eR5{~sh4({5yv`g@pX6ArFz3tMn{=cIQ|TyH%;Fe>Ywk0<4Jiys#v zAkG;7&Dk&9e`1nbEGGPlc&2mgULAZEMNF{tNXPfPiDD4W8YQW%LOm!e1N>i$b*1_3 z0whbO?71>^b{s5o71QeE#|7q7e;QXvvw(!RIw-$gNjD4+lBn@@H~W>P>@DzSQqD(D z1^eE;1KR>8yhV2Si9-!l<5cZm7}E2Y096W{>W(QU22{6%>Bm(9)ov{jBlacxUHF~h z)r%HVlOU`a;?+fT6`;o1BJ0;{0j3jJ-~lcCv(a}v%I$N-hu>QyxekTuf49sQfwal9 zgzogy?=_qg|NH=&^U39or#aq22NZ@kkgE$Oe)>)mr8am72JNdPqe!q($*9GxT5CfX z-ZktUFCt7fjiZDiuGR|-NLFPUvkdz1OB_(oC~>o+(3TL}5k`JMO_L@6!&vpSzMqv0N2=T#WuzEp056NnblDUM z00nK83d9W+GJQGhcT1GkSfoq!A+i9q%+=;Scas+x;j4XUf5vS8jZvi~^joM=hvQLU zuG4D=tK}OKqBREt{Okk*W>q=O;I$^c9-~>mE;g6%hcX!fBoCkcU4Ay7fKbw;ei2UZ zh0IJB@|yP}L@Wi``ddCAMHvt7WIvr_eUg)F$IX2R*^ZA83qipX%M+*)lKu7?$#*6~ z387{|%U#0he;C|#70ViI1YEDroFefYIlNXF9;SI3PBO?%%r-_I-pxr zEVaaVR6Z`eTtlnMDXh|W?TP)&D1cjBWfivxPntFde{jAHQpD^Z%>ELCXref_rHqLU zsvSvp?Ywkv08pRS6E<4w3_oYP8M)G!%x-0TDCE@cbQE&bCiK|{`=ep-c543ifyPTW zzcYvvqIJg{29&5#%nt!D>EFg>@ihB4@k*_}#(BN=c2w+pO(uHD)w2^0s|!#+qyM)2 z9$xB*e>jk$=qyqUKBreUNqfuPp5Ht%`L_}NbEnPjwJV`ofzP%tQ74u1lj@U56A{W$ zb~W9#$s8k~$yxZ=B5tM245M4upIFy`j-s95W_wi$KO(rp}`EWFx0l)MJ&`pH_7+bUH~e`0bv?8e^h;UC8FZ1qPGRH|L_DV_x! zQ*hwX%(SV>FPs)JbnuIDL|b#AIgoSXOk1ieSj)m474ghXiXxx%FZk1)n5WJ>vO?Ym z^-75k?-E}ZS2Twf8wZ=?#~^v$`qcPtNI9d@fue~hFPMxzm~Z9btJ!A&oI4qkrSQjU zf6-WbLlXsj{srpa_D89KA(q_yw_0z~FO56fIeDt#>8m`(T-GN%S9|=LiIBXHW&NBJ z*^e=|Ab|KS#DB&5FEe`!{A!VgI)Vs;X#P|KtV`_MZuJoK6KnmC^OVg7qA!OY-B{Je@qFCq>B@W0ESxcJjOW0`?Iz8&}(6gNCS2l zIy)uJ=ZJS+G-Lq=bFyhKGc<$KJ@2d3kzmWV5fqFb+%93cn8Zcw1J1leMQ#DNn9zvt@p8~( zG!{w1;bGJNZ=l7cihhp^F0h*k0D?c~=_?_$cS!MAXkEPHzMWNDDn4X16-}r6A)1{v zA5gE3+L%83RpjlD-ES@Z>9GkFUM}%m=FYXrG1p{Rfyreo)Lv2fc-ao zpS@2064#6cEB~(28dY?5NSRT@??(9%xGXYund3DI&{62AJyc?NqAxGRcmf|i2VqP5 zL1G>I7ztgf__(D_t{o`c7?=+&+4CwB(WC`l`J))TJ;^*R-6}YTe?&N9RL$zSO9$06 zVEMTv9r%}zn^)Qs_xOP>eN_QGW`L<$m1GqG0c;&SJ|mSt6^(xhM}@jT094|>6^HAg2g9W{%&(goA+hjE7LU4_O(xSVtRy+M=hj|KTeM02bb$` zplh%oz}W_Q1KKZ?&Hc#-falHR1aX+}iN=ewH4bcQ+Wr{^;5bcfLMTz7 z|61*p`Lnlre=Gn10szGghrb$UQbz;P=#HyvUu~vDqf=XQ+UF$GFHQ*BhM z)xIsD2yzFgepS-W>LDj&?1p=iSHGAQ7Zwz~w!HXv_)CUZ#8dBIaL7V^&3P=MkAoBJ zMz}ruTuEp~1pnIhhDakOTgGLppgZ&b zSk+doqJHybkz*mg}s3A^|K5DFMoFJRv*h$fX2`ifETubm1? zJ2oup+o$S`PLDezWO}?x*#+J7QVc87eY~4rmF$Y~1>0!DTB3RZ2Yn?MA^s>e2? z?*<5lWDf9v6nkGB`rwJG&Xim9Nn#%Uf9Ha1R&)K#JZ38oz)Cd(16JA)1_`%8WXs17 zvQj0hzy_MBT0>S481^R)?TuAv0mfnybmvBfcR&J#GaQajT2M zXYxHmHSB~$`=vvzVG}0K19wvrXAlTBs*o!;HqCJ@s5R=jlz9>Ej^Qv z;qm~Y1MD{Qcjnl8H>(5=g~BK!jTYL1SMY4v6KV_8$;wfe#P;ZK*`gIFylawn<#`tx zh~y})@$I`JnFB3hRXbzVsd6i)fAdn8dTkZ*NaF!c1`IyEuv4>%BTrIlNh6h!Pyo`h z7_`MU#Q2^S7Ayw^3_5%HcBW@S)y7uz>DhZA4u1(HLyxq5i}Wc7!)rWLly9|=kC1XO}ql|f6u2Y=>i2j z^X0FI7$C$4T_OxHJn)4C9gk9ll%ox5Pv)~d!!~lgF0M?AauCLnoPylb>E zUMXnHj%dCzoC}%;f2Slv1qTR(9lfQ4C}#LJ^Wri1Ge>3$>(k~j(~aZ&ufB|yD-Wym znw&TcK+8MGfyN?dU{5_8f00wL4lPm#Kl9{N%1^Jvu$`*uA_k`(L06hpf8mS6lasJ6pB??ocGaTc46^eK5Bx_BKu`7;6XkT$x;-(X-)(2N ztjzP00oJCO0ueL_N(g=ZEcbzCG}+sdfhXL<=-E`?5Jki7(3D~&6h^GKYq;OLzTo-| zwRv2GA-yAo3YUJo@`NdNh-M?e3h~TucDJNyn@qEQ+u}q2e`OYPRqOVIZ&jvP;YJ6# z<{D?t`b!2s5Gj&nMC}zyIaSw_qkj>=s}@V~^_v6Mkh_8l>>`=i zEKpegd%r%|2l^7H(GZ5vWZCI|_za`YLSHN&g@czDHVz)_Z{X}~o`3BoIxWKKK#P;! z;b;;{cK*P{e})xH{qXc${izVq2hg|4NY^R{e4G8aX`J+651KJnR-`R`hcNak->ngI ze42QlULgg4PW*JuU}qs{Xoh2XyA3irnkA4WMFZhQzmwWXpid=DUJ89HCO$BmM&Glu zeKivwqaFhKyw7rrSLDFH3X1`jjSOuqjN7?AHp@a9f2u%QJOY3To!hM!lEsB&2Sf=e zFT8?uwk-DeTog3FfYFN5QK+d;xf@qKRyHBpQVam zWO~}De+HLP$NO|d9GC>r9h)m9#}dG049)g8=8q2ErAN%YGBn^kn>a?K^e)F5@c!f{ zZ8jT=DYU>`xZ@fa^-y)vdZSZi<<6@KLL_uWDGjsD%nzL(3@am0Gy-62T*XBrN!&3d z8E!R}paeE*`9VfgJC^(E2bb#YEOm zA&*zk3fG3BL@Vih#$|`4W`UwIJjrg*Ji6tKNM0|AR!WWL>MWqgvJ(H6>II_*^XD#o zf6|KjJ?Sy$@K@!j-0B$0HsIvPBtHPThq18AEn8k0{Jsd4G3>|5FBb98{$P&DkyM5+ z=%4_41ww+DNf$ufPm?R`Ggq%=e;OPE@SLju-=CyaLRkhmW|IbqkI&>JVeKem`OVagouXTwnNIduMI%YfQMyi) zrcO+X%%7SD)0V3m_JiSQFIBJ`|M(U8owA7-N15c(XK^!+#11tCpTJJc!_dPmf5a_X z{+NvIHNkOjo>GQMSnkj`r1gZ-wvULQ5|AL)<>K<+iB&Pao(0YbhpNTI1k?8gI;lL+w^m)j9;|nux<|J> zoH1hOOTxs%qae~I1Za)x9-6ImfB8p66Sm)_&r$ljrgYefo_Wj~2YemVZzn;=j7d72 zqbjeh_|FTIQ5R~ql%R*fh%kdGsJz@;gcO2Q{Fz-MF~#p~T44a$1e*o8df|)L{&?O^ zaIL%hIx6s=2gNy;FH)040e*q)FuSb zjlo0Li<(Dyh{8_dxi6@7$?S32h6>~%KXLQAe6K4iGrqvn*24|Eq7BFIk+>YFtSK}GkUj?&s>6658)0`V899)x5%c88&>hn2%4|T@|+%vKBe+JQMO_&D2&ToI# ziO{N^?-^XY=azI-U+zaY24*o^LZh}yoZ+Xu4D~^VjMn_FJoQQH8W-MHrawywAMcI2 zDGfGbZu82=lSvabCgs)IpelFwjfXjm5F-l`4a~;@Uw`_q+OX;6iC9oga1MqPaNT_j zZ{KH_#&(NB48-mOe^MEC8x=VoVvXC+BI+VwE#`F^2Mr%|@>Kc&jte(%?)7~#m$=(x zLb5^r=EUN`;NflADGNAz2)y=@bTmu`!#nXNS=8aw_NmwuFy~8~1X`EJ z%PxJ6Gkt6J!r51I$CZ7qK}Oa}dQrzN0jLz`&d;!X0RaBPe+*Orca6y7IQKLKH=I{8 z8U%p4WOQm#fw1L0xS|auIyBG3{I)+Ez9QuIu)T>&cUWN4!mrT_YVS|nyqP7+%2#z& zZm>cc2M;#pK`iyW4Mva!dk6Psb+WkiiVqe~G5U%mZE1!X&FK$<-!DdtNLaxz&n3RH_sev6GoCkH2_4oTk9zv?G~K z_X<~G`>f%^7k^ctD;Nhb{{WjKaLMISuX!fb7EEU0d)Tt5X6MZ&E88Q6uHS0O`*my` z+e(ztjUcZ-Jc1ij=#sVbbD%b@K7i~RZ@`c~>nBbFe`I~$!bs4==+YFlsc(!~N{);y#pO2F=F|=a?GPd==ebGXuO~O4L7w1srq;UH!1$Y7Df-2Y&VE zALkal&@8HZm7xZi3U%>u%o!}I<*q%d{JIu|9&YPzB|EuQLFvJj4Olyfng^6SjWwe~c~|kwMzpbzRr{VJhN6A{nHs_9Hica0s?QRb6a=?Qmr+A!ZR03U8d$i+TEy4 zp+I;M!)mO$a5Jy%;jIMSsUGw=j(8c~Uqzb!3;doFg!)l%hY(g%G5+!u?hH*nSmCJX zf8)O#!&UeW&qFRu2VaGTj=qg zBqD?^NX~&)QG(p1AuFXFgE^$m_!lPqM~c8Ebk=XofZ~SW^bB7td_x7ex&_}3Vm zwOk&cVQL-HA_SJtZjfATcN5d-|1BbY>rLN6D7d7Q_ z>4_)5;eP*n)J|+hQ=vvU#X86J5=Fl)Hrb98`iXELV4Kl}oH~Spy3w^xHpYA&fBxU8 zG$5OjS~$kJy~Cga3|^Q^krTI_1D6Gu?P1ukX1L`;b05=7Sz!H`tPowHAkxXd?4`4;zJq@ zSk-^SRLl9Chh{U35Uo+b!xE(kCf{(o2DuHv5f?tD(7n0<70of%%4C{up+e=gq~M1p}U z2^r^wx-U7wqV1*lpRsZeep~U6%>EQ=p@QMXqIV-CqI^@6Sd?X$jJ`8ymjnvan*AWY z)GDI(ibm$e_y~#;b1-@0sJ&Ii7!JV$M9w9CbSyf}iQL+`S5)jp`)$D*CrOrYfYFyw zKLl4}2YU9mNwknj1tIBLe+G6WPg|u-FNe)F678EH5<%o(d5d{)!1cn!P5sga7Jf{% zH6O`XCdM1I-B9bH={Ih-!*EFW?Le_;C=_bFG4sYtlA!BbCdMXM%(bkLA}cCB?adaJ z2H&7B5EJOLb74@Dh;;|0$2sue};}$!DUi=?FtLI za3n1qZwt&;7-1|TlP-jdCp#1Ptm*&Yxt}J``T?FaNZsxNd6cCCjv#pa%EJm)rS&Nq zcm@18{hIwd1ulsno&ttDp|A`wZKqf#%OkCR*sZ<4R15Y;vjc8+H<2C{E%yfQY9Vf|Qjd!xcu-;yqG~8x zk#IFys?>l@BJ^%!j|vUCybd^e)gI9Exp;nmRR5CXDZSedf3;x1C=jireYYYkj&q{5 z&%d4BqeqsX`aEWi(_#K)@3_*mofy-zQm6`;heB6bIa)X0LaVPj+}b&HG6BAs=G z9kNE$J5iYV+)W1$4)#Dn!9$2H;M0l6yeTE-; zIxuo-B%vT(<_GqO&gxW+N%3V0?EgU?c<;mk`wkG^H6V9bAkMVT<2icwSJtj#&4qjB zJCX#Wl&8-&F|ZtF0PHtUz=`dud}4lk3KCu%f3%ccQe3Ltg$8fRPB@DdNqmnEYcAp1 z zv9WI%CKyj7HKa+z{di6HE_x=6XrQXd{&gv{bY`JQ`=w9{0OfW2>MG>lQC=v=jnyqqcogknFQ`GDi7>y-r5B!Hs;m_F2wNq`>+h-FO_805_Dv^hq zPAkf_+F6pR2woHng$^iQ39e^3WXrtEf1s7^!bv%UqOIa{MRGMaS(f(Y6?ouf%eq#@_o({p}U-<7OYcc}-@;;JO zdUDwX>Td@J$hLk>-vX>-h;u#^aTmjUR2mi6a3KI&L@tm0ZcEZ?3qs75OXbr&xYiVV zQB0!Pb`lK&yMOJK?d1Q#hPLE$e*~4Lu%|sHaTa9K8bWY*86?RTJ8&Xc?4V+lg3fAF z;kh-DY6O>5tXNAsZ1d7qBM>PgtJKcKxTn9f@G7UHf9Ja$sxe9X_)2@#TjXFy*q>(~ zBkLGR8xfw;Wx1g=-X%cv_Sk?He<33V`a9Ed zi~*rK90p#rH9CVn1A-v~DdEugtSWw5W)v=cm0rNsNL!n}j0hd{#axlZ9uP)#3`&@f zqtq6Sz=A&q7R`)vP=c@F8VFONobc`zCHB!i)8TilL(D;+vMLW>OX3DC1)Gnj(QI(QSbamZf00+@5T@_kyv!!aFi5FpW$fu+R>W~$ArfBtQ;R*m9k{6T#| z%O0MXlBE?6AM7I-HKfFiMzeB=>f0->{hUSe#qan|wzVYNxz$$MsUQcV#y)JWCwvcW z_mEm#ck)r7I5xb%jk`o$f&r1ZXkiJ=jOH;+1MIwSc<)WYb7hECE4B~b0vqeDOH*rc z1L74dSRzabNOu&We_ErfaVbLUbZBOnwj;Z&zbMiyE)qS-#GaxWG+fIIH4=<7TeF?mFQ1lurQ^f)_16 z6I^1av0l%$uT`9o1%+!os10cLodV0f83=h79xIAE!SCtUfB2)gYd#el@N1bnKLo%j zU*E{~^^D%pChoGp;FqV@ulAOXa(G87o|$la9v(r2n1HFB2=rnS6x&U9u;sH&qk$fB zmv=`wv&?e96{VX3y!N;OI4)R62hZ6icu_GW_{)i2b!UN~dE%3cUo46r*rF0K!C8W= zCz7}rb;1bhr1>(2|6z+UDG={o_Y_Y) zTOIN^t1X@MXGV#-5zGbEy{Hu8lj!gvATP<91U;1UVMwl_TKX+&r4PVb2*3qF=o1W=PIKEA0Xq@+J1!T|iH-=QRCZB5bKq8h zZlSfxWwK9#DEi_Kn8vC5Y1-;5NOQJNg4^H7-NwOyN~^}rQMFc*VTSiEP_U5Q?;Jh)aAZzbD{Q#sA-~86CL1>e?S(Gi1o1*x z8jDOw4IFira68zU5xh?NCFEI^?UmdsaywgUiWT9lUqhkITqjP`6 zeBfXG`Vl)G4#G(RI+B z)e$>@cSAnbU{rq0d=`bmij0bBI~5jLe+!jU1RsAvIn2Z68Dlc&b}a#cZwv=CW^*_( zcQ_u%FxIW?>IqZ}Ez#KGWpk{mb|xjouaNIaNY8QoxP}CfeXAu#1_F!oMU4P8bBk<&rX$2zjM4Y3V1A-suN8R(cZ?MQ7n0cX`Q#%``f3(8x5D>I-v+)i4{Ve>$}( zs1ww$X5(?y4O7B#)w|Joa6a!ITT;BYifT(2rWhCw!%dThXywy)(&xGZT`4!sg;im6 zHD?K|E@OBC>1IV0fcXzjrCyjcccth`W$tl(BV9a>6j>bgTEpB5+4dEcXlz=iBF}q4 z_1G~NH^ABR8BM`Ek3@8}iD*Fze>7#bkW27#XUJQ``F~d#HWa2i)TKlgJ&)T8)otV3 zCh|CSZ$)ueLo5;dASR4_H?q=x(-WA4wtaIz2CFP7JWr#4Ew#B_&nsyMwdWpY=J zQS&*cFl;(NWX|!vDjyULWkvU+?48@HN|S=vIVqO84j=DG#48G(GQBl6e+7^0Yl3H3 z;Dfe`AndZZf-DLJk)w+*Fpc0xEIu1iYbns_SFW^~{#E}=c;v)^awPo=MpsirQD*#& zZs3EP`zL#(yVmbdaby@7snw*6eoEr%l*G#vO|G?D?m+f2g(K9mb%$F^{F2v0^lpLr z!ca>xmsKf`MPSWkwqMmme>Wz)RsRPRIIE42^G~yhlZuQ5tl~W>9v@>!Lk)YmX^I@< zI0k4_QH&O_UehK5`W$sRvbFehLZKvFLwE{M11<-^X5B$D88U9P3=obWjk;$|($&9@ zK)&KP-+OTtmJkkQ9n98z&d`%z9RxC2#Z{^Dq1*{IUqSKc+rx)ye?)>Q6L*+eURwA#q7K*E z;-Z)Y8OZ?p)E}WR0MFZTQO-{QIzYw0X{B-0o3|1Bsn{(snZ&0e=qb4SZHB3Qi;n!N8fTAJA%W&6D0)Yk1m zSReB0b$8wT?3$yA9at2qC?W%L@Mf4c3+P52&FUIj82}}FTPn!*Fn(IFWu=IP7zb?h zPr2&i{}hSSxV`Yzhbv*m)MVw<|0XJ2Jb5vU&`cAeop|K7jC61|41Y{qI|>m30e75z z|I`FaaNH|sh|E!k#z>O(L=aqi*Y6$sVNetYs+7U;RDEaK9a9V1s^sxBBA}Rzsw1Hx zcDBn|l-3|~aQvF_0i3IL7(eitOD!n$5}ecdkk^5~3jZE#0!m*^n0-z9gG#a-eSewB3Q%z@(5bt8-m9#Mk^XJukqC=oko-BIu9v{DG$hlRERgXb z>vYTlu5=hsp7$%(?hAX3ihYK615vxhUH0tY-SFusmguD)c=f422EhcLEP0vGH06js7fnd()>^7;Z=K8@)m4nI9e?TDTr^+xBYvGkeOIT5 zoLtQ?yJcy`unCkiHf{RWa&Z|rLdW~>6LjY2{c50Gy$+EJJ(E1ra?X(bZ7o!4Od)K& zcHDQ-09+S_&B;n^h#~cz3UK)wh^mc*X8nW(!y^#sG|D;@ARtl-k5e#T-|vl#6CFC`$m zKv4`P%3CN70GEWsIzqWb>=2a`Nu^89BY%}`_sJ!ExLPZY6$xKPg%I^7x=kUy zE3!28IOSv?7(^4J&3!(%`=S!?4T#RVV%8`PObWnEU;e`a``U!jJVS;CgVxS;z8$T= zA1ATZhN>qB&>s|ly|(i=df3~Q`-BxicUcBXkPaGD0aJGGo?ARW5#j9V&*|E);iQ~~ z;eQe0^>xH2DOUa-S|l@)Q;<*Om5w%+pEpeO?9=}~{O0N4-A0M=E5h3UeOWo1Kz%!&-3>ET|d}Rry4ND^N zQ`aMB;4b|fxxaA89%=qSyWb*Pi3u&* znraI|>XUsUYsr3Dd6xXG>^o?3?8rfavvvg1AH)|zefv=ACt^q8h`{_PM=5)G4S!9D zPm@*hR;SK5ePdrPF}|Q*TKX0^XNJ9qDFYI$?;xP2i+t=;B9w-Tp z-%|B%_<089O92j zkjsa5<&cMxN>()qlQ4)Qk5R+H=dQI0LpqV{7$0zDJ#2WhK?U~OM#b-+RDZYc7|PDh z@(iGCG3*7b(G4s37)Z64g8AO8O6NF+NU$JzWw~tU0YKGj!Z*811RCsVEw#97hJQPD zGL$^VT_*KO#l2lol9+4a+fB*T;VBwLoYc{h+K-aZHTKFuKm{_0MVeRL#Q#v6`vn@JS>p|9v%xA#tU1TGK2xYVUX zU4FM`%G5##flU2x;-w*SOqd%lAkS_Ts}%J^sd8Z9ShW$;XcPyMJ@wQN+MOOEHTWme z5O@IX51?#nW72WsQxSspn?P+x6aBxi6x=WK2pmXt3AYr4{VtwwG=EtjLQLd@bF*Fy zbV?eTrAdzoH9N(|*t9V?VZ?R#CG3p=u;VzT%(Nkx$6{N;lmw#%9QJQFu|Sy5`gw%E z+^~AF`Z}#wMGj#x9Y3AEmdAq%tf5vpA=C+z)s;pZH96yOD}V2^ZOPa${QNDr41#b1@M8y@Axod0%&CkP~Vy^j5 z=fqyO-EeH2XYo1{2AaS3?TG(nGs!ae=y9mLAbrj3!QJZTbZWK!h(3Jn6V2(cw|RJ# zXmKWBa&S&@_x-)7>NZS8niALDy(;&4CZq?fg{eFV-^pjKzJGR+XF>6KJ1cMQY~4a` zv_EE{JsKZv)sMdkN6$%>~#!Cx@1K8k_ks<^K z+*q7bSBy#A$ba}FaT23Ytmkv==(r9f4Q2#-O|m6(_iMO{BrWyDN4W4Xm~scX&t_>= zS*-D!MB-;wwTB`g9~~9WcD=#m4HzM17j=#eD@ZnFr$WUzKGjjLak>krC?{()r>MVC z&dIRzlK5`To6+Y3tHw+Rdbp~&_Nf-+^Rpt)q80KOaDQO0B&Iy-qTkh!k8v(Tt$>5{ zXQTWP$uA!?P)YBrU9&hMeKq4jJ7)KB6t)f`pdhY)VP$M3`GssI(&vO2Qkz}~#pniM ztMS%z8Ll{lem#LKugKI4J?epLm&m@Z+II9G?CTWHmKeI1sXHq)3i!u_Rdp>D@F|51 zAl-Si^nY=q?q<7Ok?P)%$$rFFkG;q&vFoy04}R)~Fu}V68U?sxJR=V7#9YjO;?gIg zJF)GF9m1f=9(Dkb$UJazdbMkpb!t~Aa!LoOBMZNjshs;u7!S3Y9AY#CQi|H_<2@wcvDsU|-SYl6A8Ny=;Z!ow$Uw>coc*R}vq2$(>TLFRAFp2F!X&Mt1 z{3T4vXp&jhyFEN5*ZrM{Arex{?&Itj6}?!w^-j33V=S6`tPX=Y_dJf9@bw6UjSGtC z{DlBUo5zs=oHUp-S_-CXJH2I{WUz&vf0VFB@&)`w+}D)NFM2Vq)}>=1OD7*T^BB~q zz<+I%&&!{?B2G-Dwnn@TGSl^VD8NoLbV_C8ENUJ2(~T* zR)t;()c<9w7q-s5m}sm`+OZO8w;_!w&V@$4hUNzh5UWpJXGpG>xhydJrF@1SB=Ja~ zHU%s!{cK6sD#PX>4w8WdZd=528oJLAENl5=ue`-i#W%0VSoFVe8lqzra+k7mqJMx7 zoEA)9u;UOQSaVBuglgcRmw+(<--q6C747sOlX9ij&lWTVqPJ$Ma z-A(IsyUfMr#w!&^B|sun`zu-HcXk1!3RZPaMFsb=kYsWvOtR0vSr{7^Tz|YpsHj3S zEr`!As5jZ6tGS{4#@t=5qes$K1Lv@{DQEq!z9aN zxI-Oo7!k#gjjgm?E{>&DX7)Fk!kbhbK0%(*Xa4M_%jE}kX0&(YO;@Y!u#V;zn1yr* z>Nu0;ve|! z_G61JNSEA4xvcs-MSDj<^$b&}4y6`{x2CxXDrli-8ks!VZZA;6UeN!0h#<6Y4H1sw zpFt_LMoOe6Ka4N;{S?HsSP4?Oe=jlS?<9-TmQv`D6^_(#k_(Fu*?%BzK)*qmJqv*L zu((v`p82KsCT!GUi9yozK3zjBC8af$sovf~pO)p#Ojui`F8EZFv=vB>30;?zuzT0x zC&ZUa%e>UU-R*Q7vGgv_sAjcBRhhluEp=i-Es$|92mWzP-lhY+RVShG{=e8=GR;w= zb7l+){pFuX~OPb|hJ3Ue;5$ zTasa;Xk&GGmpt-PQcj+C8YEO6NRuuv_9b2!`uD&@CcyKFxL4`s^Jf*5SE2nJfvvdQ zX!n1N10SDamg$h@TZfihnn@i)CWk*=br_;9#uB9UZziJ%HGduAk}EuRv$Q+P)M_wK z`c4E(eXdKv%UhOWG|7auM;{7qygvFkr9SdRIaa{no;+a31SKtMreY0w|IHHQX}KYg z6*fQt2zMBQh<1Wo>R06rK@oT+8#-K7e7UkRZz?5?Bta6+M!1C*3dZxeLo-vd6Gk2_ z9UF$jz&y9P+JCSq&T)d4jU|m{FQh8&+#0=ZYt-;EuXU_b#;mFU@y-Y;4#wZwKc~_I z7fl?*yBv&DpdT+=DNrB3OZO;CKUmo(aw)l=-C37#c?&VJ?NMQ~RsF604lLIo7f4Hr z)1yfow-PB)+JNM)w#Brp5~-2gNjRJ==rfWaQ!U0~Eq^h03<<7u$!-6sdwC=V&pMGH>(zw;X^rp?&I<+8Uqkh)q$ZE&hA>4?qW9 z0xAkv6yZy9PBm{dWg3>k3Y{@gEU@y3`QQLd2%?6rkO82Jg$r z?SH_cEI0Bcq^3ME4Q;8&c=T|X)+8^{-{j2TfL+8N!rRU~Y&X;^qna-;7Kzlt+Z{Z_ zJ?}VF?AMWV%+(p9QReKiVz@S5HeR+oqNS11-m=uZC4Z* zWpFucRZS;hj7W~y?a3SDp@oeW>TI|Spnn3@S2Io-0)*OKwqL?J0IK#_@3k=mn>5FN z7QNBi468v8fQ_7^0117K<}R#2t%D)KaJQd5xPC3jQn0`aelPUu8@C7#EfhzKX#N2R zc&XPDo0f7VWi`k|Ndw}&ful5;=tkI36lB3r@VPDQ32^$}sgPH$?1AJh_fw^7Ie!vv zY|Ji?pd((e15YCk$mkK1w>dr4Bkds!Z%{+}DqWsq#ogf8wHsuv_Er-A3I`~Ij@9cR z(kbq09fhWBk6MgWz{pW{M;a_eA~E8?HxLIkJ|0FG9|1Hz*xX69GGHF@UhWrZVH1u7 zVK5B%b{G!1u|#oq8MDycW#@$VLw{f{=O6jELFg96M=}ZRJz(#@$;z{x%pfUbCHA7kttbh{i&@isOx9hmn{AOz%S$T!X@72*lWu2}#*+>K7C*@4*uaBDEXjI%-y@^(c>_~_vSEw1k zVkfcUv+85k_ zV~B>+014S{t`@Jtf*hsDZD`Mf@7a{F13>7h9ClVf#By|Cj7nBh2Gn8smM658*@~K! ze}5{>TT3clingeT@PAHtz__Mi2kJoJ5msbDeai8pK2Fh+=Go01Sz74ic+!8%xoYuOn;pd;zhzXGFG5jRXoWq z@~(a;Ns78QTsaHEx!Gw>piJANcCZ-q^)d2j0{i3`UOwt%6n_R@;61y^g>7=z;Dtw! zFFEHrBlA9YtA5@I0rXu%aJT?;4|bvWBKbsgBP8q5+^1f{dM#|;qY#w_ii?)#)-L63 z&T!4#4A^D&D}UO&d#?`)>!82;ep_lGDmQXW)ZYb`5`I~wWN(|bIUUdU`akxMI~`^9 z-W?)bDl0T1U?ad5ngPJ~>*Ny*?FTI9To8(F62;Oy4e$$C01^bJpmaCv1&KELGAAM1 zqu~OSXc~_&%aTHbmWLOG9R;e?48UEje`SeG843njcz+#$>EHeN-gvA1Aem zmflKD_s%OX73$vx&IXV`zEO|Jc~TK`XYcrO-4p8ktmT%R?M5DNyEXzU;iLzkimiM2 zMQwyEhRI0Y$RVQo?DOrQ(2Er1LmGzA@ZMn^gFtA!+RfHy%broxh#tqU0WcEHakpmFx1k=$v z8FfQuHjwh74eA)~HD3s{$5cUwGS~Je_-Qi9sDH9L>bh_csWgHCG?_M=WXJIh0YkoY zn41iChlH)Yw>92CyQAp_iry*~JKA-O`o2CQg#Om!tGIv9^+2E$AQE||=5v5}sMGDZ zA3S1NoFA+XrZENYwU&9F8kF-zvBBv6+Am(l#HSns9hU0E!Jw``y#y8pS|sNP4)!JaTh z6HtDhs0cV*8BCm>a=fd_q)dLC@AvLh!Nk~~BDB)l8VAEnRKniV-Fpg2`9}a!;fZH%~u(mS_&=!`ifA~njOrCH$w_7M#o$Q)e(>=*mm6QdZG_(3?%e# zGMfb(>m@#T;H}_pChatS{geU9GfTkMjsdmOd}(?r*|pjZ*dI0R0ytP|H0|yZFn`c9 zQPH=MpYuJQahR}oSi5X=bs-?P(3&3uL*$@Sj(6xx+uz!_r6BN;9s1&$u9*dSlF)%A9(ED ze~j{7ynwz!M(rGd)*Z zV-a@aeTfp!S>|YDF!=JV-hWR%e}iymQl z@msyAOWrA#J$g5^iGP9MZG+vyGta8-ZWf8>+*tVXo{Z#1Vk5*B=&SLUw*+Rl^R5_^ z@Y~=vB?Jlyc%tJgsytif8fKdXxSfxCBQxL#6_wrWR688LEoK)d)h{N5_l>a*hUgm_ z9$C~fDbwg923f|O&7&|hk$LGR_l_M^i{iW9>J=Xfx3K!2L{-~-V)Lo+YfEZ`~RP#O^dpc6@^gbHl62OWEI8Y!0 zMGT8oiLd|ky`+kXLuD2urYC_SqaEBj23T&^qa#BQ(oktN-|LnsqB)`|?$R{trsRj} zo}JsLBFt(4v42Qt!}6wDF;h)VPj?{M3c~|}iYzjsdrFxp0U#b-LCa7sAU~P9rqggM zxH5M1on;y(&t<&p5^?F00sMJmoSwpWmF@t<0cQ7y^NykGW9OJs*kflAq66GhhL8dtg!4MI4L<# zMW0efd1<8!Z)Kq|dvSe-wRh)$zn_!_Ia^9EzkjLJH4ma7q$&~JLSQ&jwX#NCXHg^l zsQ~<2NoeK{Z>!lVeIHB1DKRm_Y|Ld;6P z9Dg81SDia#gYW5Y%Gwm|#DnmFVqG}*eT}&WMlob)J1c89gJx>c>*FF|Ys%C_bQwyN5_c`~Q;@}|!9e*X_(W#M43ldWGr1G%3e-w=owou8+M$v{9 zJ?aoZA-pd*Opu(VHg?B0N(DbBfRrjhQd{;3O&!O=_f(r`&~O(99t~Dd9v$JEXNK4E zy_62|h^fjF$qU(b?L|4y&MpSs+^B1F9YPZZvnB)m+SBhTWEg9Jxg&cNrzr=bWPb%H z$~ae({bCn)#k+J6jZ3Hu`_%F5Se^?Dl23nn&sS3$`sHD_C|jX6Xlfj}Y_fBvwug(w zv@zJ-tD)d#2E7v*;TCt!Y0UenW0i^6o-7_-JScV)&-$LnLa{1s@2o! z@imrM8ZbRMp^e{4j?55~0N@9Y@qfDA7OStNcgrx9amYEa$O@vdoHeJy!mk^)_J&+0 zO0)19Bu*=kOxlWbzk+8{qVw8r{mIDt;RzkWibv>lFw2}21P;dutRp*0`bDC+8?*Cs zh);@a-stGL3ja&wA~{#2De-!vuhjXVxJF7oms0BL7nkoEzvV$1036~Cf`6u!4S>2Z$D+Gm>H1!?xCYSt_(Qjy>ZI-0o#uiRc+51AmP(BW-&P00062 z2e^5NN#J(Tl@eE<~B_k_GN~Imx_r@#x@QBQ0k}bs~Ph}T}8h+3=S%+swWqx zz8=g^k^V)VjOAA;)w=2Dgs%66458_4z^0t!N|yray?|7T0s4X9!}R_QBB+l(TUH0I zRb|s>uF$c_0zfO<0Dq(C6WC(t^k3pX9gFTR2>>W|T!)|>w4|X5#qrP{&Rkbn>}D2G zO@%5qDTDbScr5%XDTw^6r?*mmn`0X^vN9_ja^=x|L|lA@3#aVFM7+- z-+BK>PjIi**kPULLZ4$4AI`N~-|?{4H$+w^={@JtLlw?C1%Em)p>n2*3=7+BMks*V z@T;4Js+&|F5q6hl23(X|`NmdJ)qvwKPLyX1`Wi!#1n~|CL>O8p{_aZyW2%#^#3$+G zdCTh+NBpCLi3N!Dh{_f7D^T7`xUL3wSuO$QXu-G+k}HCSkJl)iGZvOgb)XxN-JE&| zuqFDc3`9U}aeucCZATad_~@D$51<%_u?|RTRe^TI`|n^aKsj5|3QGc=<1;UzHEve5 z{wxmn#7!bE%#-R-wWY&t3IT*7U-4N2lo%}eEQht-o$4d$m7Ou=Pgbo75NbTrEU@u1 z>pI)RSyt6b)xfgSJYN{R1=qT=k-1t4H-GoT{uSNTvHbyBJ#OeJd6h!H0lIxkAs*&PD+7F-E{Q^7!<^V?I3#O?AD8Z zf`O_UXn#*ymfI%meH0*VKv1gF)Z#2ueq`x2nf8#QCMCA=Pd(pY0IR+AdCTMemS z4hi8f7nJ%2;?(c(s7%BDt1;vED`eZH!}G$M`2YZVFA4}Lo46K)-qbL$jQdxH@$)>fC;G4^ND|0pw62I9`q zX;qKdGenlC{C^<&Rr6=rEffL(f=<|yuz!4)wFDTiO1ja~M>-u)6iC!5psMb9I%{Iz zJi3CMtjj;FQLhTpm6D5>pYfNC<7R;!_zl$GTV=vd0fOY0fHU($w?zkh13kg@T^|t@ zGQeFOR-89SJxSto;RFUR8Ud2Xe}?+xz^of&;FWmRN#I2hlsrtvj zf_CI{HRP`a3r1GOWDxdfnda8V$UHf8k38?rCpHMy8V`mnuTfpRvU?Z%^mnYUjK}#3 z!|=(EW^SX01zu4Xw}qGW0D&m0zJG3pa2K`#XCyw14yrvDyV1rRxe(@roYkb!PTl7P zu0cQZLLy@hl8&`}<%gr_O>Mr+(F960sg+vZL{nqIjRrOPk~y(=mdquY*Lo!26+2?w ze;48XV|DHivF-96s;f;oabgzw0f5~QjVkgcO`E7YJO))tmS`hVWtAki0Dq_EW&~gL z^oa3fHSr_(@kf#K#YP01oCSp7JXPpJlIFHlBbt`DKAs0Hi}lf~hF8?Xw>uV5J`1?C zoaLs&H`o*yjT^%}UT%RkiQ>pOhG753auFU?dji81C5QNnL>=D#sKHux09~3xIV&m;cI*o@D2fX%+Z!ARx~afOq=?P{F{aDnPa^Y_2`<4CWMeH z=9I8!K=qaqsHvc(aW)G9A3W-l!?EP8QgcR(@rrdS0k|Dq!0VSyOn*Idk0y2j=p+&m zxItG}e&F_IZzxnX9;Qadqe7QK8EOJm(`hj`8q8=el@-oFEtqVcFEqEa8(CNgt-bI_ zr^vf_>*-Ap&eyK{J%z=k?RR@&_#Eo00)gyv{?-;jSu7`-sLgC;(_a>2Y=(ze(=qxT z#^a7m3?Z(oS?bO21b@rkk?VMmpz;Ras3968KlQFY&<=^31+)YBuyx%G#1FFsAyu=&0o)!^5WVaVQdW#o#GR2&3n zlHlq^7mbur+r^dYCKQHfoa6V!rQl=<8{FxqiyL@coq9_B+<)I{8;%HYiL|W!cwhMC zKQWip9zR|1dJY5ZVJ=JU%Wq$lB`p*o1OzD^(OzR3R+7$@5KO4-6*&&&AQ&uE5qNa? z@JZfB`Q=@-dQ$9922t@xo=)SWFt#Ds2nDBt_O(3FBcS0ZP}TRj<}_9_B@6VicGaO! zChIK!MypV+Dt~d&9@9%$3}S2sx1SJTDberCgwk;Nzf0sR-!9lQbe4)*0Jgs_#? zHS^U_g^E;uSK!1)wfCU02$nNF;tb0MEuyXv5_~`;1%E(Wp&N`jVQGOIYya9s1}W_g z$E=GXe{$r&4@g`(tb#-6pn{jPy>t>{rUi@L@1@WtC)Wz}KiO)CC2P4`n`O45Ou8Rl zx&2gbw8pDh2P<+ARIuskA*5VkF>ATBvlMC5iS>Jb9a`i8ZRucOSV4@zCi9h-?NYAKYt+#p?69M9DoFMlA@ zuYX=@2%OOvI!hwvQo`OI!k>bfq64E=Yj5v9ReczUkEYMyN67H zHlRHP6X%p6Vp~il>s=PFN+Xh*q9o|X$|!JVJq=q>P!Qgd3r0~bLddvKPz=V|O~4p- zc9HFGGD^`FHP{GQzJ}Pc1Zz;r6~+5Nh6)b-WeaVmZu+m~9yOJSt27>XRQH-HFMo?d z0Wf5McN6-yChJLZJma9N{t_!(OCJ%9nG|Vhg&mo}ym##Go3G$I7x3oC@w@oz@L)@! zQaPoq#tR(NkR2f3$RZPbeU_h&I=NZUV>zug!lxl}qfU0do|Gz0h6p3!+6i>TrEG+q zX#rp2bDAE13-kU>=jwq$0Var~%zqXRZ*r-VNFKUb*hlKp^~W{|_ZBCRIhz4Ql&uPE zvlI-U+%khuerfJkHN$}S2;K7ev!zPwd<;^XTK3NSjmIvd-i+vzb5v_3-eN!~k8P1L zwvuJ|`y^ylad!OIh5s*48Vv~N(sbO={6(){c@+~U=@po|8xgP{LJSKg5Pz{R+`fVt zKuKV#zssN?>TjVu^zU0P$CW0t2OsMASG-rq8AUrxbe z0b2PCVmincCNMEG8Ne&s2O#%t;SsQ9;oOk()ydj0ugqhbDxc8ou`z9sImU@$9uFTYD^GMQ ze_@akRX+QzdVHSRDYvrgi2utCtn@YR^Ku#y!nl5A8csWCJ!Sh=O@H}rryHsM*$tJE z#~YC+@nP)rVL2fp$JJpAj^m6%&oDxgnJKh#>Th6$gVeEv&wV?Q@-+C&LYJNgGENpO zZZ5y^S|xlB@~W#l&O0`7!t+qino#v)o484WjVFek$X9~1%N?T~$EXX4E*o?~hJIF} zL_Cg$GTi;=;kIog@PAe_D#(~!;&l}?(0BOW%lZNd7i-r}P9fOLHdKW_fjfFI zo4?%04{DLR0UR6dLF>c6IhkuMi=hh_75W`$B`p`3imU6ECx1yr3^W27v)R3+@WSC7 zm^y=GWFaO1{YbK@5BBG{V0h(RZgB4sa@owy2o*e~;}}~U3oyKhwQfo#q6xg_)V#I{2*4Zql={eLaDk-^8XAyeEU;pm)!QPDps1(kldR@3imHQNg?G}c6rka8bKG|GPCI|0HO_4 zrI2Q^G;aWt6;P$v=ZMDhNUbzWr`daNUGiNPFA?M9KKl8%HCH@jhpg00@>QwtH(ZQ+ zraRjk z(LYty%DkMW`}D1F>W6Jc(mM{ZEGdbJ83{a_Ki|t209Q-M)j2L`Yw|#>x%4}K{U!KC zH7-m8Kg~&U$29B5C^0S@%D|A>;%ZZS@_eiFQY&Nu%`YpvvHw3VGbMpN5(J7giD%_d z=BA7R`F}b$c11jePXZct``O)ts@qu^AShU0<%0ID`Cn>>{BS*>XKiuKwOS&A)UdD++-TF&D4E-^c@ok+y_>YP&EydBteFk#NigP4Vi{OdK@W zJ@A2yGASfBtCu}ozcyP{DX=Pbpi0-#wz{ELH-E2enB(X2f6c}W?1z{*>@CRqycywY zPl)(oBP99!SrkI`JGH_QLZTlYhJj0&JV!`BJV*HVAfTPy7yGK#faDlvVIGxj?~UaI zlW3iUVWw9LDr^)yj3H848`rbMq`w$ELasKgM4Wyozk-){rYtW0+(!0l+qt|OAGupo zS%01V@d2VZC_u~v9u76GmtexuM9wyLYc>irIXLA3X1ubGC4mdr#634@950QR`5Go9 zJ^-gqpy_&oEq@qPt3drnu|S5o2LhEB3boh=)ccHe+76r& zHvTCGvL(O-sy!0z{ZwNT&;;1#DbG7Pix3g+=i)(!4f+ESqdC@u`rQToce7k}_b7-A za?0KXh59Zq4zCy;*HQiD=VXVpAqcd?)LWgo-vVa4*W~qn5z!9Xc7+-Z4+9okf`2aJ z0I2>fw*8(}+#CSv6vt@5-PN?Q1@(lFkDE^!Kjj*m?`0s8O>kL@c$FKVq%f}wsLcO= z0}4NVQ0gUd*$3LpBa2Ims=?~{=@|%mMV#8>KyascvZve;j!4Y!GE9#?&IiHO3gn_Y zv<)E7?qeu6=upp$vG{(Hd(s8!2FkSoMMKxYwesu7l+={~tT1Q%k z$x)IK_UP}LIT2r0%$@{`Ho0760t+P|pVo5|)y%?&eoVnQU#muxyr0O1I)8{>4Jc8z zY+HVxXGo!P3M1S5G}&f8*730yd4NN$P;$kxnk`ciyEy59*V<>AGUR-v}%TM zkbhH53&B8M$>;0*Q+#b?ZprMv0@iI+L`qTPE6-VP0x>PSzJ0vyk!{3URQ`W}D@uI~ z7HM$E=@QktpcV1(@0@z|sDG{Fl8HEc($Cs1CMVH|*9AT7y%PNH!_tNZ@P6mn8$G>k zT!zfrb8L}gK+X%0C>Rpoe6Mu~C0U=(Xem04M;4u*&U=ysrZ^v<%*l++@E-%d&5XEZ zNXFXWvb3|tt0&iG z7rLGpI;OHmju0Cr6Q>)8;5c5j=23Bm%dd zqX!IeQEIRr7=IJKPMLPtU`t+Ih!HTxf<{p28!$H{F-J*k2j2cEvD)(Hk7@g(Pm_RDVXM+^O#)50jfpwuI&_oU>=W zU3nFaiQ6YhVk=OLnHLY)i}8TCm6IZi2saaAzti8vvhyn*{X}P@gSs{mFrTeI3<)5%tQ#j*I-losAU6v&M7G zWxrO_U4L_O(+}}U$&mv_JIqEf_^O%TzZMH9*sr&^=&Y>dY-xA>X>5ub_9H%EA_{KkDSvSZfUh`tE{(xGA5Cl1XKR}|rQcE; z3@0%7N_`1(QCZxky2QB^UK$VK)xks~&iE1q8UR$bE(@`VnGC!nG|bOfJlrurjx(ET z1q6WCY5iULxc&1b9)|Q>b?}$vk4Fkj{Duv)M(%4X8B<+Hec$(qI6kh;0K@KW(wo&2 z+gV@u3FdmcYG*zYbUfV7@QNHw|Fi~f?G4D ziNkBH=kBm}@sMyBP1$+3gBEv);hBE5@qe9}hbfwVAP@*R_FF_0h%L-8f|)uNS=tcD zkux_um>2|kOJ1ydU@py2^~JI=!q7+{p8y5&02wSfA7R~f?m!$9tLc6{qp93Tceanf z#zmKFZx*v(w;Bswc*L@_8RB9gXr$^|H^q49f)yr?)GEUC*Ib$9#Yri+80z6^>3>26 zV}qQ%$qec-iQ=I9wL1lYSc2V9To?-#FFDH({Mn}QVc1&nNfC$n-(^O!zJ~hIj)d2r zGUj&#aA6Q;DUpDdzA)L^VNgMbcz$Qcl2QXLs29TsUn3J5bbRUs%z^1{C&p%*N8gO^ z2J3ORQ}1Vp;Y&Y1#9{{n4)7h|c7N5k=#8!eGMHHR&0FtQOq*x1FP;dnJVfNg4>|8O zOxdXqseaGsLEtvX)q6P)~{@Q%7<##R#42+br?|wrXT%6$d2A7%3Ugz(cg2^%o z`&C=XLW48P1eSlE+5A&1WWXD`CO^v(jZD~1)O$`f9n zzATJ2)Bw)E7fCNgUbISyMKZy4rt9sT$QblEDmw-Ff(pf6!R!DWARvys3todJIj zUa$F%hJoH}duI5&UILna|9=WBflB_o45;{f@@9vJxwhrdTrFL`bZ0utlqe05rZPu$ z$mL%pNKj4@yX4uC@QZB!d+gY?7eV8Bht(;y_4bLBs>{KLl}Vl!z%pRq0k;`2mn+A6 z3*R7Q3P2R8xkA=C2`|VlUK1L7{RADd(pS=8m8sQ9saYSXMLw}lk0ppbHD6`tR zs5Fgm>}E3c{xz}F+aKZ-P#ZxOmu}{`GEgc^WOr?~e-^iFJ+G^qZ9qZhJ#6V`*3gO& zFNoXx%y3HP4?#2bK{!{*dxTG;pL5i+Y}wBlCJWCPc-Vdrf4^GExunw!o}&s(1mrnF z&Vh+XcX}=#N9YX`Hh-!4?1J;Y*5VJJaBqdC1*6I^F4xgOa_v16jh%}!1(e$Yn{Jad zYkpbXP**c=rha;l5ulMZZi^(DDU#7Y9s15)B9_xn9QQ#~zZ`>@TSwr%g=x z(wUn-4f0E#w%F%CM4b@mvq;w|_3SwzeAort6o-%)NfIeZ4S)2>e04cQR3-6~dTH1t zvy~vwR2K-*>i=!~`!edvBLJtFxuWb~pl;OgKL|?pN2ZGNalVYuB3w>}JRKpH5_aWb`QGii-Z_o>k6^pS@n<{U zzYdkI&iaTTPtK{}wVOgB5_m?aZ7HO*wX`OBz) zGl*UU&LeoBXG!t!kp+#UXA+xeRfZrN-IGU6Xol*0Q#H_eRiyu-kB~FZY+2xdz4-4T z`;Z}|*w6;SFmIB$xkL-lU0iRPGy<%)CkJq#P%y1t{eK)9M&n)6K2YD%`j6PW@3-<$ z;c4B1ALNM+pN*e6`o?FMS3bOj*4FxD6_cRe2GuvVxBysusOol^#KZW`l+-IJ2=0Klt ze_N_yVSg2$Ajnr8M(XEDa>!>DbweRNUDm)crz^V;ILP?Fb~>t-6bOuMx&|2f`Pne0 zL0KW69HXJKu8b24%rIFXm{UmW5ye$lmz+DV{uY(9n_iY)Z){R=2_Nk5FQlZ3RFQbc zBMGF>51N`UsPWzj{7gQ)`6h!?*_zc{5bW8us(<-N4<|k6H48XdWlyAuJ3DBd`qQBo zctd&2C9;B|F(1&c1}!nWXH}w<_4|}jMHq{j3J&bGVumYR?`Bh(ZqASkMg+ZO*T(z- zH~c`3x^{T6hWyH#r;&S?TJ)u1#Wz)1e=OCOoC^?k|3OM-1<&`PCETq-3B zY&sia!6=ueS?in+AAk#}Eg)iy#&aH!)6zP|WJ<4d7BR3xCPx7%n=h-Mv!8wBIy9 zrKcyV7_UEqV$Hae{-=767g14GXC~9Z8ttVHOJewk9DV8;n!s z9C57AWj1z?Bv}E}0oV|CvHoj30Dq>JJ&AIQS_G=Uli2_~K*PW6CDxjltBnGOkqyqGosKhY^)23K|Ock$v5Y{LwwM0M)X zVO^HBJg^LpcBlh7ZoU!$#NnJKZ@;kI?xKqv(0!n`Z z+fm!t!}C}NNm_JKq0hM=cfp$B1nS}84W5?6DxboM49Q!5A+t6Wi{4wYVN!0UJqJ}H zNxp}&ana}Wx3~cTX7MfUTc~wxZ)^rm4+?P+hJx+flf)2 zQh-#5Zliwwc8d+GEP*)Rp_XCy*rxrE??L`SK`e)ILghyH|C4;_`AR1Rw~_BynFQsi zhOuD`$vW~8t&E?B*9PBy{&Z;z$d(Fuagn?2Jswh`Mc?bF=r9rzFP48O3MjjUAzK$0 zBY~hGW4`+*tpTYIr*(}G_iA)4!&UVuyz9TlxZG(1Ksmk+CJcZ>JX)?#9XxAW(3Le= zMIpQ1d8U1*iu~;B3qyDau%%5Wcm_oIL3CxDvpFH!9U7%fDnW*(A|wFm_8!+E%Syy` zh757)>!TwSJw<`wnVf%v4-*#%5mEn^-eN#`0++BT*8o1ix(lOWkyGSc@$|kLD0O+7 zm|jgjVC9LK012o6VF}epz5)bEMe4(veO%8EdpDz&e1cowtq;O;3bHeX$QW;#t}#F> zazLN*-zMEwRWHk&WL-CpWmE3@7%0Il4!Oh#6n4PO{=@`)V`P7OavdSR$z5!Ry1;4# z?IJ26z413`azNrgMO6P??la?+A}&XrZ;VSPavh>j&miwn_mVkQK-WHE+I?0uOdAWf zCj4_Nvj8?WM<{*L#Uv0q+O||s@fKF813R^D=@g1mNS!V z75s#(72kXg$0UE+S(bgYN!nX@R{LG;Pn#l5?!-^%d4C7Sn$M$+q#Cb7`8yI~ow!#L3uWKA)LwyvFfC>{G)is!H+`6HDZ0T)#u-{qPs6e^9 zJ~BWP5N0NeJ>7RL$M`UKZ=<-75sb z)(YA+F)n{MsvIECBlWGbisUvU-dIF8ADBmT7e{&J&Vt^Da8yt6MkolD+6K@I-HEVP z*@Z1mA>ssH5OmO9x(iFy+N?3ypOjplX`#xgrfZN6Cy*q59gd*jK~Q|>;OVyytk9Nq zWZ#-mp3yjS8A(rGGc~2Q2y`#ms^O!zh2hft0eN^1OA?0d3t31aRcznkNda z5L4^7m<|veRB6eWfbyzr9pi_L$H^-s&I91cx(0&>O)+MwjhmG?_ae3TdbMB#FeCjS z!6MmkUm)olmMBL`{@#!=35c_%JWQg}KvMWj9R}Jb^5#W>Vf`u4<04uWntY6%xVkXU z|K)#ojUlTb2h`sc=y2nj4~wlH4Y?S2Q@}nu&eWw=nYkWv5?*cL;}f5z!|_!1LktLk z`i2J+H~c)9q-o#$hc8RY7Jj1C4LyN-bMCXFvtk$pwhR$R4_F*TijNyN#|})+GwI}7 zGZLHXdX~N}ZAJr({4y(75)hA$UHN&dws(ITu20iCLrwqB3#_bnY75h4XuZ-D{!i4m zG}yVTPMiE<9!&6mr)<%tQqa2CDo2mTD=oJtBqfwr$#i@xb>rp+6w^i`t4my|lKT$e zxObgbbjwICi8cW3v?ntz=f0e7U+i$%B`)*)uC=nT5);;O%p4#B7^Y{%SY5J*9<+b> z*z%{TgNG^oKi9PWjw$Oc&bfwW6b#${tK&G^az2Dxdui~zkImxAFwsT;FzNH`iHbZE zD?S*`=MC9Nq^7TJ=_LLLSBr!Rh96tJxQRodwu>dn2a@7?gESpIa3?yIP9g)jF<F zx_aC^o}Yf6%&!!+B^64~);g9>e;a@G6O`<@)<=I-=papc(f)(Gq(f{}r!0h@DhFLs zU~{)Ynx~eB|FnczVFyRI}?IwOWNXvyY%4Oy4nt z^Ww1mBm_Njj-fv2u|D%Hf$xqSv7*8Rp!e%}D<>(-Nh)gZBp6VP1QUNQXxM**uRxw> zGmgbK#H-aH3ns}G?-o*Dws9RTe#{-=toc?|EaNrEOa2wKuZVP;s#&c0#}U{cLBj@s z9YioaxCN(by1|DbmfG6fSAp<~VxP7@>Y01Ub3PFY8U=pY5~w=j0?+y3X^|$Ei7f@K z^`VKbPyoDO4sj&#E2N#~$0j}%V+nLcB`8u@9V35~j z&~}@yKiEGSES&^s6;};NM|PtIjIs6yAb)dsPm#tJK$px#PRiggdXZ0sY~BOO6?XFH z->(QFVYw~+1>}dL~LqoLHH~UZ|Xj|_menbfXweRXJ(g}Yxlh&#JmIn08 z?)MQ_fMlRmpl_vHf3%Je#!JRk8B;@G z6NR0itlp&R4#vmVVv-k9-y$9WIhlC#^xrAv1)=PP&sb(@e}~GS27%hf`FNyW@diop z_zV@PZ71uMzoHvTtLtnten+B&Q&8xr_=&$|wkm=ejz8nX&g( zZd)><7p1xMfMH<=cwIXQIM0qVPcWL*#^3;$>?gZhE@4{$nyz48k(6AjN<;};VewpT zvnZE@3F{mP`;h=Me{x7(b+h?11TzJ=g+Gq@e!kLC-yq^a6Lx-!5I)I~2MoLwT z-j)$nASoLUqAhkVu|6jpqbhdLxG#u{b@w?{Q0bW_Ka7qT z@$^*-E_iN;Q)jEZ?1MWQ@e|{q6An#q;^pMHY{tJEm?D1@@uUOFyjHj(_zig@izzGK zGguPCeGFwZcxWV2COW9x{&?n1+r8^5)RZ>)8qSzSS>alPp^c+!Kvo{KB7Kde3OSWV z1OFb}CPnldh*&T4yLRaS)wKltqETO96-0pOL`3<`UuX1%4P`<-E7e9bR8dg zyH7vAcBx!mjh)y=NxM$bb`EJ}&*oSIfV5Z5ISUay-Yag`DCneSnN|H_dnpPcI}Mkk zqrf^9g})-Ftbfo@!<_we?be5@oH1mf7lB2kWh#HZD3hv*4|j4c*9Boin>COHKzm7K2)6=N^e!|6dcGG$>$0S%D#z z!*LynbMfxJf&h+9nMly<-R~N&9`-8P=CEyg-z#Ox9xpS^iVDWAvw}e6X zQ&@i!S*u3pT;CDA=Z_8thHVn7{_@U}k%%Mh1%if^62hnv$rMK?lHDnu-Psts~)FW6JsjEtjr#ryJ@W&I7(6H(MZg6GFH4@fgxl9Buk-_ zWzA=bP#u|FgX@pSsTMomP7YOZ+~w&YQQ3d_EDIJ1AKfq05lG-(bqCerZn7g4YTewd zNHW{#@+@eSR_P1gAH6N}^7Q{91G%w>Kr{i{i%Qe}&^xd4(M2?Y4g# z0|IZ*^>AW$Y?03q+rJ&Ui#XN9?{XJ>i(QW?6MH&S4j;7#G}{^CmrV2=-$*|FPh`0{ z7Ng0*qd}hu|J?_4z%Q0LNarTIz0nJQBFX7D^-(Z%<;vxl{FK{u7AuMK=c2gZK- z^my)7#%c%|re1#^BE7V3)`Zo5rNe)(-)9i}g}@XD>$eQh0~rmtpP)iG+85)hUj-7{ z#nqcJ&uk?pW;(A394)uDeGeO@FW znv3iQV_W4Inh0Q)EOn^1rmA5CCU>1<UV3X+KbR{LZxv;DT2!&0HF?Onk*`byXj132aBNetwV zlJS(YqSi;g0vRlmQv^x@N{WBrT)6yfENMcfKkgsQ`zfXGG#qx$cE28(9&Yx^WxZ;=>}y^hU{MAqDi2C_6g<*$d95H=HJ2hY`<}@6C&FpD}=^Rw`hzeGJdj--YJe z|J4+(6&Y;rG2{04rhb3;ZkT7R)Bzfbuk}}g(_Zbr^F1P5NwbiI)oDJj@KeE1Qsqe$wWLk0 z69)PLj|r~c!X!_7`QQPWADtO5(oE_cVZ6i@cTtb2b+|R;dVR0GiwH!82K(6qLy(Wr z=y!<@sWSj7*z%+SXRBkuIf9BIz6r`E=ir#6BT|5*m&|;Q&&+BU*#g$SC8Tr+-(w~x z`4+$sxvqg;94LQbJUVY;4L?kf96wIM$hX5y(+43_6%STD@u^aG&2L7AvQ}i%k8y8M z1*VaqJZ>!1D9syS2`4eFP6BtIiC7Dl)AAvNQ#N<30w^8-zQFI#Jn~TNKgl490G&cw zLxSFMZ(|t${42`$Cw$G$);P?=p;Xl&3vTR%k!b@Yvl4&Z-1KLl;4zYNi6NzbKlvoX zaoW}=Ik+v|#!C%L4>2aJ%LY)OxfX=f{@o zS2|A3IS+qt)ike3+h-!^=voI#jYpybV~_M~`l!xeQn@UitgmD-pP01k^c%%T{m*=K(_@U1&tj)ki<~-k#DL=?g9YC6sgz>gB)DS z);{uK=*lhV`V$fCKY)o_VUOfIXMK;D(nnz$=4gL)vG|03iu+Nj)|~+hw1RC#=g`uKQ>Y2y6Puqq^~il<_k8NgX*MfX8Y=RCKFP;-KkWoabSY z;^lvTqPI8jHvOHrFLCz74ntbJb3hv=^10eAeQl%X(JhZfu4Nm6ZkqVJm|4)nF6C2q z-%?1NiK;`%nyryx&VWAq*t4d3IdRInves=L2FsbRbb+#}*~vVpPP53A34!FaS-5~p z4j%4ul2t>97dP5Zlvq!{zEio_myNXN#(96bzMhOoho{eBiMPy${Q zH5wSjx|;Clg9F{Y%k5gsbExjN@Jvp%;yrgBID71wUmkEpKtIRN|Eq+F+r0Q6^8f(##5RTTegR_QY;;sk$aiC*F-CW#OFnOfoaSmI_NWQlaJXIEO{&$C;F zYTJ_&6oQa+^d)~vJ6nEu2Ra=rnC-^rlhKwFa;oyngC<~ASya(EHL{vcZ|d61U@?Or z9)Q}kwi7Dl!Up#&B3LD1bpv*h%Dyj32yn16$VQ~q zqGaFiqWH=PlkIzq;#ldeLVxD4e}SQ87QamB%j?CHJ!;3_>J(Q3;BprG&ut8I{wx{o zzk`mWAi>Fj#tA;lQS@a4S*?FHgXtL8D7MsTF<$;r7Z`-k)E?rxT&Fo^$Fg$5BzInr z`$0vZq%HkO-g)+b-22isvjYP~xh~$I z1ot9b|@tSH4;T-@OLcZ&md>YD#amo zq97uubO^KGf0*o7ZRD8&Q-&tuXkRbEVqnlJdmhZv>KK)uw&ggpB0K9DUk8;ac@-%A z=#0&$yBqs#pwm@<0&gRCzI(9$_xa1XU_g=!7#|KrfoqK#ZsC7&*F?h;eGzNFWqw)7 zTX~Ld_fF&>xbj`BHW#<9sr&Q&{ z2EBcB?0$l2w>E!@b*$zx9G+moVaa{0BjO;~o4OFUY7UAs7dL%|py`)+3RHGOO$;WB zf8EW!{mQB9)*3b05DtiYuv&$Fpku6;gic%@0K@N|Gor7Eb42)6*Z`p{uq;$i6MXN{ zrVdnKBHlm`=;bJ174{O~*x78Z&!_CJV=R>zMYvNQ^pSs|-6_W04=L47-JAA5(unc& zc-1OYPcIrewC`clUd~&hwR!igfT=KMK=lB!NTPu6CJP)J)`$6csiyHIMR!2!LAyQp?P)ijE0q%E z|GegfMACl_lzl#GE)Tz^x1{PR3hGfNf*h;nR8rC;Hp@qViC^Ml0;UhP=EXtTk#qC0 z9?u5C5K%|YBG&sT8BhqkvCL|vgee2t)Urc<;O}zXTLn}rz$_dJ=PJe*Y}MMO>LUuu z{?5@;L;>`ro^Td(n-cs3nRyhh-J3r!n=!QsFNA;Gj^61sQ##Guu-JRA_dREKse;2- zc|gr~7p{S@4zKs7D4JV3Kz|y$pnW+HALc(9bHJVoaANeu0=ziSL@ALtTiu8>U^?wL z-0Xg})DHW2$W-OWa6lxi1C_aT4%K5DzhDPEOKGnJ&{@jY=?t0l8;_x20Q4C@0q`a* z3RQn-)~YBlL`Vo(Zxm|Ka|wDYa{pYQnr#b%#}?l%$!HK#j?cr3eQ?hZIK1&4Fx3vE zC%YS^0TCWoDgrU_N0e6~>X{SzDnXu74!pQ(F#^2cJmrk#%A0D>RR){|Cn3|!@V3`c zZ7~O>_YGods;uaz*+~K9n#oDV*BwNiOm=^Omk;-X6quJXnMrpttSEMK^b8_iFa=y; zEB6r1K}Sn1>^wYN&zY~yW-`XS1wK9gn@Rf^_zt!VeZ>I-DY4EYr}vK$ci^=*0r#h%A4p z1?4XLC5jF^DSYrm`gxiZ@hXqI4ma}oCrN%3W-$Jb?MWc`EwzqmtEpu3nOhtMq>GZZ z!Io9AlabCW`nB^-aPXc{X0;W54F!hN&8;>E^c9zDV(k;|yiqF|ndJ5i1H4627&hAr zY*)=C<@DY?Bk(5n#%O>6h`~Jq(7%5!tYe|qqe>fJbatM_H?%?@mJSYLWQvSopT`aa zC-e?2^Av8{tI^91AP`XizR{x!cEp*9zGtrEj=3fP7sV?G(M?kL)kwhr480;h1(OSp zhB;-W#RGz{DNZP~32GeSb{_|`wsi7Xh7EB-{# zZ72Q2;tM9~tl|aMS&JnO?mhv+%MqKkt53s(^sh@!;BL|gDI`*{&t`*(H@X-NJtLI9 z>VATBxmFU=?|`;0|bRKBY>iO!TL$&hVclX`kIKFbJxHWtI~L69ESMlRrfzd%C3 zruHrre@v%Hn?I$S0JKL{?i48OuF`TIecdfK_KVIdp>}hZnmF@)&H?+4DVt0J zsp_ro(pjC>4YNKXqgsEzBzVLQ3X*v$+yUXjElOAaMNdqoIJ;}75oW9qs->JWAy>}c z%_zD`{&^L?Eu7+~utUvbJT06-nJ7-Y7W>7dDzm-8$D4?Osr>rW9^XMsn6c5z5=o4tx&7D5MXC7$k8(YFHmrx|Ax8nv2!|as!^TG7JEGPNg_jREB?P!Cg3aKUsqeH{ z)Bb@57rPkJs+Q#|ozn}@6Yw(!C~!fycFPSS*}xl?&xwEAiJ+Dt!unktZmb0Ht1I;1 zzUxM%%HFwV<(UNDM1UTDO_&}9^j3RZ&P~I^uxJYT$`Iz!fMLY@uWCBMb`;~w?tL-} z{W>j9wL%~vk^WRQ{$+*nC=EO+9aGA<~Sv8=~G-Z?7{7TteG)}^j1Dzd21Cg&t(}}ex zj!>Ews6=G`GGVdJu?L)#S_%bCa!wW$8M$j7A$VhshG#K!Dwzo%9FN&+DL?|`E|g9D z9bVpiC@Ecm3H|#}ti$?Dp#Kul(L80&@6m9QQA&T+u{wSv2q_}KxJ9&PumM~k@Kh05 zT}vp%&ok&GB{h%l-b6&ezbHF1NlW$vc)8U;YfDzDw6YgRyj5~w8d`&GKBVWy1Q)=v zN=hquSZ~ zp#y)oCOBn~qgo}`BC{k4_OWrRO{~(KtG;kU9VRw!l;GW%J@G?Wn7$#ht7YX?>yYd0 ze;a-$Et#vfgM0t#XRdV9D`7gFD(fRIeW#ZKW0EoOV6k1!cqg#1#~rqCT7;KP;)rU# zzAh^2g)_5GAGvfTvR-_wl@chu5o0N*=V5>Ey#Q~?lsG;gx4~>6&Do;=`8F5DOA*On zr#mI?Yl;IBGi+=0CedFD=FVb?!vU&zPPb2hRwLc-AM#phB^|p(yK?YXCji&2 zdOrNO%2kjCB&L~UDr5X@WD#vMm|EE_NruHgt*sz*?sSY>QhR&b09}k)z7ocOvt>gj zOYAhU<4|~r+~zB+re^Wgl-}0KD!bp++dq*A#y*ALH$0HT#D4-6#M60svPS)Cm`kmR|j6mF^@2 z3PNgmrU&_F#7oy@c=YiJ`21eHeA{tj3G|lT<1)`xrU4sskd=?%$ayer)d7Wv zz>1xdR;l-8FERC2{_jgli5WFftm12;-Jxp;$`{ z0{V1q*kXVE7~2V}wxr07)nq&8k9%H;8^c?x?5$RxLp|YfpE&Y9fA|l-otyOe1-#F2 zUX$re+&TmPw&U9qsJ5dOujzSUJ0}5-E-aO-hY)N_8k;f2~mY#6`sskr*NIG z{mbqdcd9`e46yw;5p^9PV;yZ>`6Q37Qj3cZP~o#SEXjv-h-Vhz>1Er)kek?l^yNaGXM}3ONas zU~jL2E@ac?FR7~i)6icpSQ=%S>P8dQ&E|p#)9No#=!_=0)68pR4|ofSakZdSW;_sC zLLl1i`HjX>&-epCdcFVu+Sdc>C&wiWNzmb#i;~BcjsO8VHEyGuUmLuz-qLzT4*CXf z3H0?Rf<9sh7-HN+uP>2Nuc&_zj&2SBlIi- zIOo}<$aG5=yR^_b#wMWwCRCuEBvB89I4jUcb*4J-Zj}lf=}R>T&%M4J))Pgb_)1@+ zs^32);TMd41!+vGxkY)jt9T{S?xda07%l6lRq$hLY|3Of`$9_sx&_`&Cg;`oSlSXefWzBLBNYQPZ}es7OiW89F7 zBy*XIS;^AX^a?e_colmU9RL_u&gJ~Mp|AwaTls#9HM~YEYQS8V&ioGfo66thK&m6B zDRx(1&5CJLRgr(xsac)~GU=P_=r)x_rw>6PGB=u$--C3 zfQmrnIy$G3cEjg!yTYc(6%IH1bHsp;Gnuvu7yfx~vazlJ92`KvK9jwTY~u|X6suWk z<2AKS{s4cpn+l0a_Wd1RwtmDJmwIX5hj?S`Z!374BD9zJT&GAe*nIR2fk;IE!2HBn z>t_unLIqgz>K{3UYOV|ws$VM*!XKJNY6|nl(}zIkP)*cn<|UbnjwiI)RvFya`mq@} z6;}pXy#zn>_n1e*#ao&|a(x;2O^>S) z>LLT}56+}5cFaLWSfOt10$8rNkBCWCZMt6U+_VqZnMWy5T?tPIPP&`TXF`mr^Ze~@ zVbE}z1&kx@t3aZY6=a@eBG~d32E&ey5Nm&&d%|`hpQ_wZQx4-^0tgu^F=VAl6l%$X zDamoM>U5}0Q?jdql8hyik5JRY*Ay?>lwD`l6O(yV1roVN68*36>}`|KFCT@%T+k)P zDPKs`DMes=OZ3Q29dp;<(cGhvQE)xzYthZfH==@|bQqp<>47;FfGXKeAZ6{;a&Ldn zKkwgnDn1v)P~PXv&u@o1#fHKFo@C4rSs-9A5T}I2RcP)c~$1sLPBkXC=q09TvZ;XGHv%On{aIEXcKZJE}fKDoDQ#bXxp z34?#xv}(rmE(Oa6cg@S$#_1P&=d3$m=ES^wTVE6{@kf9ap=QZ!nqdCI4}3;NgOe(c z44JN@hOJdTL3=H{Ey+%xC1Iwn%myo8&Jc8D+h{N_&940nZv{o{nvV`%GFE?C<$Ul3 z7mv_g^ZSXoR1TFDnwJ(dpi{~-!zI!O6yFRC{R}5n37FI5L$)f`ubGs&n8ch+p2bRP zV2xQQru+j0VR|lF=CZ=ViM5lJZ5std^Gf#RZmi##AWAioGJylGs_W}O@7S@jp0|tYiAHg;A zcPXYrO2Qt$L7RCSKN8o<08sJRhHVYV*zG!={~8H9VN*q~qC4-wLa1L(gLNb;26}%}K(0^0e0@V$ zb2@UnY)x%au|z)#5Zu{r%5kwiNfkd{3nInz1;D4RQK&7a8m-9nRWd0pg+l8u?fDFgQx6ycU{kGrNS!b0|g&n z5syWPeO!{7GGMNB-qP^ow1!RJdK(k&`Vb!tvl%)$pU7AZ4qb5N*DrR+75E6p(z(Ao z|1K956x0T>HQd4{GV3}vT5D*%-0|0PcSRw70LGWWuLXuL=mJ z@>4BzYaA&QDf}Q6Ya=#mFqBv@(9S;Xsh;M&icqMzn`{1!#y9xK2J~!HOlGj9^By}K zh%z-rI<26g*hZD0jPp+#ny)T;7<3N_mLzHBxYEKKWXYW855~ppPd)e@7`+1IAjq$= z6bAGyr6@vsrQ?6s0B>&W5CKy*A<(q^=aW0{Sp)ylETl`sc;-u(kPG?90_bxaHdg?X z@igLB7Q=C#VU+GzHb0Ph4XKKwWpSBhEaj-Jbd22jRlUnOz$jE~Jpn;Q#R6b1ZM^p` zwX9$)Enpti#!QM$x|)G&%6md6d4H+}i%mY1EV>R{@OFPommA9|`~4SxejSL5xih!` z4$12Yr!Qp$)Wxr->32~Ta~DI%tsU(jd4tO@zM>9FEu)VMK~L8-Cnn+v$p<&c{_poE@EMjHD@cRt-Hu%H<`3Z>)`zwb9|m z-9iD;ZPirXSz7klL^2-d9fM$=>ftC$$(N|1g@@xxg_LWEU$5vUl^k`_!40D3V%YG! zlp_tVK5-i%h>e66dBq5^>>m4Dw`Vh2sLj(eYU6){CVrq!h86->Ya>m}F@5zSLFaXmRd}??0%E_;2#JK+^ehB>r11~F41?Yd4k7)_tX$@lqYr7jSA(GeSqI1>!o1*v9 z>CvplF@Pxoc8DTMR3E?$Rv?hI%i9^X)1(}{DJ(A0O6;{cI#GJNQ1MH8B@{uIa)d4wa$eEv8o$S`k2${@{p8X7xO5?sy-+} z^xwD0QWb;RLME_Id$Jwul z_477Ko#P6-%jra=-nbpl5Xdp@!)gC13jx6VOX9E5KRi2!yJtPo3^t&tsaf({?6UaI{nGLPNkyrgS+X2bW6iJ`WfOxL{TfA0-s;yiNj zVJO+=pe>)G^C!(iQtf}g6CaE^QsP^NQ_}Mx{N4EF`WMR4Nh#4f)Xv3R7f|Qn7{v@m zEQA79PTQ6hmES9xtlsj{d5@g#9_{;f(`zU|5%1-!hDwqkPaLZN4j-$*7G;Ur4BXd= z)}xsL%w-PBWOD*Hwio2KiuJJoR%D9&&bOfX9Y<@OA9io&rrLibO$o>q;ohg9_}gl? z9MY(wlDy8;%5SyERj!T#(z-dFZKR}D4qhq9Pd_xR6`pdbX9QZ63Ew19;k3GkCwB9E z$G*8ypB~=oE$;V&5#D3T;j1~Zl}GzgyVuHs@0JIR)CMy^o>~*L)OR5+67imWz8=%B zvb8VLh6-c2@F;&2j~2(3;6W~wspAnmX)INgiSWIf|IhoYquIe-;llI^{S$`ls`X3($7k040}+3>Qib;~f?K14spnlh^x_yB z|KppJzq~w)NrVx6goW@D$#lPcj=w+AFPMLMvf>%G*3`iPeSjP@U`r1o?OCm}kf+vM z;7Jj#rufddR)j5fMl=${!epqgvp1ML!x^qvwSHZp7Mc;~C%qU+)4vwHCyW^&W;(zs zkfvy|sbGIyHzdc}vs%1zgUzVK@e-IXK$Ht5-RPkQdkd?G;v#>RZ(=^6)TI}VzE?_O zuuK;YyVpP%Z4kyKgXN}cPf+}~IqyTs;0#VR7EkV5gKilN&?U^y=xm;aQiQ8*fzy`1 z&d4=E?nxUIHV+5y(N#+>n?NJ}FDLqWAGTVeWt@MK80HE{$|!80>gafV9Qv`o5W7)( z;L0T)@6J6s;#8{@GnbqobEH$$`ivQYuB2GllpF<2%;|R%h2@y=r8``_Mnp{@z#Ycu>G`wJc$sq!5;z@f4TxqZ zI28;hj+!-{{%IEb{O_q8_;E~2Lek7Aj}D*ir5p< z3qTp42l+X?1xZyRnTsV6sdw>X<0pSkvNzfqAE^Sv0?$Zpme||yiGwT)C26iOX8dJI zibc*$(Pst%GmhQ59b&h}F^xYUH z?u)}!5! zxVwQ))X>tm6n3%cSl2IVCQDkUma-HG`pgzDs!K=$La4zv4qXA$v`{$5ECOG;AyqR1<&0vO~C<7Gf)> zvck+8rz5@r0!hWqTPi{ut-$;_OuOcwG4))jb14SSrXKY7$A3rlQ5l@kd^XlBXQ`UPO)iL-Yn6vtA-Nng|N$RZCVyi+JrG+3B)A3~Sl0X?sbR&WM^TF6U7K)BG z^4GByR$09r$@lqQ<=20_t{s6L;tp=%?2CNLP#y0pv|FiK^)KjW50t~^bpAIzvpEzt zKkF67x4c$#1OorxrTwi`gHWxt7~EBo?7fV79$W2eCJAc<&HLk(99pXf3~rqc?YYnx z9&40^>kBj=Z`wbX{JT@o!1>mPuE&m561x1Md(Ijqxbk8Wil^OTpC!2T=nLkiQ!{2N3rd(~ZC!3b%-?zed)WTe zt`tYpUn!wyuFZeWO%OW6mhMQ>P%h!{2l%-#<@xN3Bl`L_=UNS6Q__3KSr{q=kCd*i z(%1+MkVi~Md$j)n6rhq{n}f+|}KWsW}YA ze?1gH%{MdxhL>`#RM>f;Wc=VMF!!GBxep*lHzy)_rPzN<`Q;CE;^Ph>3cunM5J{aE*ORkrnXqz!Ij7z znmYJWVRd7B{x#<kawCzSB+|FnJ#dSO4+C-OP)7E|`zzjZQ)=$mG(5^z&z5Hry8CVu|zdC@rHx>^z)VhHeBKA)zqAbGYhXf(@s>lcTo| znL@*E=)HVr29!L$M`~_b4DPJ!kje5)R*5FangwMgt!cB&xSakJy(-8@frhvv6#Z=m zo+bEiAF3E9vA2`RZ5Qt7Agxs$?En6Y#NIt^4G({^K4j;02b^^3K+FwrFFKYC89Ec( zOp(GxL*QK}?hGuzAd;LRo)fIYNBQGPo)(oLm!TZleAD)kX(mhVfGXRw#NGBRKfM%m zRfq&JFwCmuOtG5$m?}D)3^6cuoFCI*yp(wA6EpKI!P-ze3yjgP;KzsNxxYm-J@vk~TA z&S_qsBkfOnTa7n?P;p|56^!Va6Pb7(sY5VL(WXYf@{mb;V%Pe&x+#c zVvRKe3MFz40j>~*1D|aOrKV_tDvv&#?_(&n$8D}yh4NMoA``73BsvOQPrz}t@L|Cv zbRfO`1m09t>^<|lk0N-q{q5WhEX=XfW)f+KmKeO$nT&GAl&CgDTV+6sBAid^mMVYj z9iG&hko7dftAs>Q1yQ@LEszHUuOb@MACby?z?2IWEHuW%6vY+Ix}>Y17ypGY_i<-! zX;L(pb4yQjr4s_`A|(<(DdDv|jM{>Htn9yQ7cl)57kcxS*I7o0rWua@7~6+e5|0b- z*;psVSq&H1jE37XY;qK-L~)!PA|hfz88O1Sq@MonahrnFJaOnw*kbvec6V{4|5>bUqjt!@)fYN z?PG@kwF^rh*M5-)PKJRXmUj;&!Dae7N=bF`Regs*bMyfQ>J{v_Oi&ER{3=RE-xCqd zPp2LlbIsW*n_D~FbFlO4fe;ZI*Qh0x5`)=4w3Srt| zF|Q(GC`SIv#D|?e>{UP0Q)Ou|-48;YAF$GjE8a0&fanxx?$EN0-DXlEBezhm-Ow8;CC*}m_q&9prx0_NZUMU3938L-8^MEg3Sg;#qU z@_7r7py@2={+U-Y6a;?{W`oYa_aD${hI^Z}849WM7=7zZgWNGZ=hm<93WI7Akrj+( z<|vc%weEJ_(C&XX5K&zaGQQs2?b)=PkC&+5;G{xyj2C^`7`&YYM|t50dd=n`LB(_& z6y*HWoeKyfNHZ?#7c7V&?!Lw2hHe<l3vVkCEWc)v?6ysE0ioF;J=5@4o0;(V-sB5pkEFv=8Vi2PpSMtd zs<1nw`Glu@Fg1T)5OVXo3o5@a8ItB%LIuOpy@Z%p?2Hf{7g|`2(Dph46P7uX zywYappqQ3{K99idww?9HD+>K66> zMw*T8wGyMy$maA%bk}!sf;M-ge^=BNPpqV-j1EMkA9ppY3MG>XbrCRpF~HCz@?yhE zh81^|5SLNbO$6o4)>&W#9(gGwyli{}CMemld4GSv;f2Whudq>8!I%k%iaZvty$d7& zXs3e*WtL5dDDciN@iLeDH&xhmw8$nzOPvO`RhE zIY7q0HPgWgsR(m&-V|Z<X|ZX|q&h^o;7I}}^p*jH8qIGclm{}it* z4Sp3?891sCgHD7!XqI*L8CX59ZtzSDNu4tLG|Jz=Cc`v(OT56r*fu}U53j~%!+D9_ zblg~SpjUx>sSH`!AiYC;jM>c+5+}RChY0B(DbAaJONh*3DSIo94uqx7V=N(8;4^ls zEfvqK`m(b$jICc+4_5mOzbgN=2fQj3Isk*$Mn0rT4Kgi?JYc1fzM<4c>>GFri2X!& zL0Ort7$zF#E$@dLMgb8t>InlHgRUP5P|N_MTw^jCj9eA>%ND^r~l zNjhkr-iF((4qd1%{_3s2_HminkBMm-Z0G)j@dOV3Unu+c%lYKeP<}N3>bD?=J_te_ zGR7RNOR+zZGNTtD$ez1-m2t<^q% zIH(@K)CDmy3BPWN;ss(v@j~HnFKaHn5?uKD zDBXPXRaf}A@O>YV6)0=pUgQL1&~uC#@mQwE+FKh1T16FxTJ@1 zQX~03W1qZ(gr!GE%9GWW@LGtHyFaI`zSw%r*v;RF=puA7hI-k?q03x7;dZcpd_Ddl zdkh=Dk}tyRJ8I`O$D0bMZkvu1DrJ@~QBz}y6Bx=1*2rc1zO(Xtt$=6Xcx4DQ6fq|G z+q7nsub-eA>JL#wlY>acba=Di(_^gH=7djNn%ub&SXQ;Tv3?2fCFMsaMYP9BE)B=Y_`8=TqOLy*#IX&2y~kz8!40 zcKKM(+JexX#~IT~1WA*c?~l}{Iet6{AAhU=K1kQej4h6L7L39G-8`3r6t)W7xx+$Y zuD3~fjuDeILv+$=zXJGBK1MUAcPoL)9Qf%%RS;disQ4i^J&TL(9=m>XC+-xK^HZvB zf#4K4AR~Nh@}ZrI71C*cJ1N_0sF`@~tEQt*Gkx(-EAly%n*lm0%U$#7-B*&J1Uf&$ z70q8s&(f5z!a`U7AfojA=>`_a;#Z}iJ}S~BUefhv0WEB379mqcAg!dA8!aZzC>0U$ zjg)xt92dakL;pvQ$upvi`+yoOxj&m8&j52&SDj+r%wr0y4AeJ7>a&{p2aX4BJTPbTiF==-7`kjmj@}5uGz_nbP%!3c% zeCi&Gf_QbIudua$->7&?E$Lo3gt(d-0L5V?bzRB6bml`N--t_vqFVDCeos9LCo?Ft zhyjavFBxtV`Klay_$f#ql=Ts>2)ZTCKQ{s}UL4`rG4?1#_uJhV|3^X@S1EZUpEbYD zHP!8o4Y#E5IaD3x;V#?7YpE*A(lf_~J~gEr+SX@N2F101ukK$^Jg$wm!r#BfbM;Qt z1_6?gp$Hrg01@6oOQS0OxD3haHU(LiS3;`9b}1*Mf)%AKn}Qcv1tyqTyt>h+E1TOG zjH{G%Vwf`FE;N;9L?Xvz2_$o}B*xlStnwd=z}iQ@)dZ*a&4_0PG_1(r!Bre^s4G7a z0sNBRf?3mlo`XNnm&AYP-b%!`rx9(MXMn6R=@I}T`}9Ck%G3qz{1 zX*VsdqSRKDwb@N3hdSZZOR5p}Ezu@or6K$T9B+%QwH)v8wL2Lbzj@|-Pim8~lTRnm zCuYch=8e=dZhHOUogGjN+^99 ze*6)~zrOmtVGh2KLV_zdFi_UAw7&q7&*|0Vk8HGb`4=tmut=DX zN|wR$+CPaL7%uTqP@Z4lwIr)TteP^9E%5BH)PkhKv3&moL@Zp|`5m{FAjzwK;+Yt$ z8!?k^2gaQ`W0_r{?O8#7Lejak1{nB%3Nqz+Jq&a+Y@~vCNM9$ubI$zy?@`GLdmoKZ zo`nj3|1bavqp(C2LtO^%j;6?VY{1uqJJxn4>Zpbg=qv%QG+t~bd-9uOMb*Cja1@ZX zn39PH!frd`Ayz*F?)xmg*A;}04>Z0qtyX2A?Z-sxu{4m&cQnFtL<1jCyDJEPbp&hM z;qnbuCI{cox}_?H@WSjD6~jB=vN9z@i3ElvtGGGss{irGUaxD^ED0o4ImTVfBvA=7 zV-QhCyD4QFMz1m2pO24JO&61o#(#Ci70-=(z zqD;TK<2YUBfQn6?qLg?knh=101!oDG(TGPF1{CJr<+kAWtf-p0!A%nlWjf)2RQhV? zB6?8Gns^wvEhaNajrZzP`}BJ1N*{1eL%*PfME*Q58BSk=?V&0$Kk5u>fqDl}IsAm- zyqa_gR5HxQ#GYbrB~&_O#IRw@2yJ6zMDdCuRViiNHN8M9zv-6s)880>0}JdSfFSbh za5-u4#T^j_C_lubu^%-%dIKYQG>8Dx6dMW8E0fHYW69qU#~@+4a7>tpXp_UA?f~EB=ua?>3SV7frHc?Ry1_$O<_qJTf~>%! zBOmIkaR?j*Rlk2U`!5X0~BIoHITQ?*Qm- zMJ}3%C3o>s2|a$}a>~s~W;g})$S(6HR~1@WWE;0Ty0QO%5N=0miy$j|1vv6caq!e$ z)y2zo2C>!5t0D#FKQQ_E|(8 zJq@pt7u4YqafS}784nZ#3uhQMQLbs>_XJH?dd#;VQWq#zE`JqFsUf+7+t;d-!&1L_ z-TV-@0Z?y$$e}=$-M%APC%_T6YB;54p*S#kyQMlj7fiKiM#2b>o>-Ikfd4IW$9L%F zTWELs$DjSrY?RVub}VJF;%d7J3Sy6`xfUo<8^tN+l5t1u=|Z4eSeAe^fri+i5PaGy zW(Sx-WYz%7hqo$+MzyoGZ%N-e+X6$zqIOk4={i?`jD-$Eh~vT))=`o;5q9(w{j=;Z zf=NxOw@-MHhr2dT6Q=mlUOrnehcqEK>adLkr7e!|VI^e3^#zSwqw6+%wrE!t?gQo%sHcrJzZ%G*g9B*|iCaMDh zP=p-T1y9dxo8U?+Ug+LuR&vAR{?DgK5)@%kX_8n5A9K&WOpXCF6jO*?e)KnWdCo#+ zFfaQ$0=zor2cRto_Yg8h61APhT%LE*p2+5Z9Lb;}=SE8UE+|LRTjNf$Hpnuci5kw& zRPKT?vNwx^p?sF*c7_fg%Orb(qAN3bgYqCssZq~GM~s6h^X9vAILeN4Jq-Bx6e`j< zUQ!qO4%p*Em)eWD@S`KJc9L}|mU63lb9!R*t_)=nOa)>bR?gmtJukvqGa?S%mUK6N zivCXh$;i95{v9IaXe=|O;J9pIx<>_mAi`$C>e$N@DGjBp=}KQcwx1ZhuK6FO;Ee!J zB)$`d>J&SGdksMhlFTOw=nN)*7#|SBKNo!bcGneNbF93u3o*Oo$_m>=9v2tTJ+-?9 zug)e=S`-2YRD!Y8Bt)IC%|sWk`QJi+Qv-AlI%OZ5xJG{(Rg_2}U5KM zAn~)AOvItz1Vu8a*8*|~>*-eiklN)bdU0g)nLQ=BFuKNRxG$cAAvF#yD)+an=b<*dDd)NR-3e%K`jTZf_ z9bnis(7Z98B$s4&O+Ei%Ct>}6cyroRIlZ&3@f`-qxF~2d(obmWm|te?G%UFLJ(iin zl6b=BO0Ei(Yp2-$8z^kXHGiaJQMq?-4{F6{uO)!4Y=DNEM`4i1#Sgf-k8bq3Fn-a`y|0_p-x+ly_WAxJ5 zDKeY)nsp`@#e``vfQve^2C1o0gZ@}tucGeRdCb07=i*@q%Uvg977LnMo4?J!eyox{ zTaLt;wNHJc!-3n#_ZXF%u3I8WmB_q5$t(Y6){sN0k#`AlLbu@qq_^r=&T_fpMg0l~ zInVGg<|!S68rG0EfnceB5Ia+VrcMO|_YgvcwDrmfm@1@YKJ4$Q6)&hh3QP~Y1~^x6 zzw;cNyTVagKC`wLCB5JhC!CR@=%)ZqJTB1qgW+=WfWSt)VcHv_Kxon*t$V{45eCeP zdnN4ZG7#A>DwXf=Yq6)CW6h%FMGHp@;@+!lNXj&lh6*D#pm`}Rq zoqhVgCjc5Y$bIEI)$~~EZu;^&%OqQ?)760bC+DczeVh!X1cVh#DA||om7Ybg@Q(AV zLAX9F)mNnDulTargg3E?7)8V*8Zha^slwPFsHGfPo;6nAFGv-mEn&oK**x5E6hyc1 zT@+4i*P!(fCxZKbpu5c%??HFeZ$6tX3X-3Eeg};L^ z+a-bwp%d32z|&E!q#D;Mvm%&PVjRDGeb(iUYCbo1Mg<{%1CR!mp0`d_ zj`a%StDnM+ZR^Mz)f96H7$x*8@Gc zSU+_BAV}g<)&^Ys`m-BAWW$7gUxG!L-dG=R6TwAk#)77 z7ev@D(m`O><*6lTzn^(HGIaxZLD!0crLv$C(@7UeFMFP|G?*xV=7 z*;BeopImh9_tm?Ad!C~sMP%VtM~QaPHv?4 zOc**y22yv+&uGL;hbhhmtdq`ohY?c00vT!>m?M~*j3@{p)WVI^1j)= z@}{cEKWbD?b%DN_2MKx4knE;^fop50CYn6}qU;5*z4xw8)qOoXJQ=mnMxH3wEa(_! z*}G6SfD}KQ>CrF$~ zhU|*FT&xP63gc8>pGUYlgA4aOuqGE`YEo&7E96sYz3mQI4L<>Bn1!5wLzLQpCY@rN zL-5+inQM*2WLnm7`X36#8bQ1zMUh+T=RL?DqnbKy;nazhnlAf74T6D0AuVE>>un|{ zYJ*sgR+y_~-zj5mB&CLaRKZI4KC$w9hw~p}3HtgfJoNH=Xt!rkTFuQC?2Pa6#wMf@ zfX;Nk>E)D?h5y^L?HJ-Qb3W;CjM}KgnhorD` zjf@S90pk}^l7d`HA7h$$(fsi&Xr;s>;*f+mNg{Z6B;Fc(5y}I9GtJ;Z0m}OG_6C43 zy2@85kF=y};y97gWapAA)-9Bklrj(r;yGwyt1ApDsyRQCJh+kaxse0Gc<>8{lO#z9 zSf5NmQEb`6B`~g?HJgk?mfRAb2AQwk>EfD#||j23kYY1OzL+if}Sfy3qmV4wbm(2 zy~bmKPYyl*owup#kOgtG+1@%T4k!WG(6xzA2NlJOmn5l>*4oL?GlS!QtclBrhjDN- zho}IqKyQR!w)pgfG33$V)zHh zb36b%w6MRF@w|(v#gKX(rSN|@sLLa$!v*7$4p`F@cD)9Xy&K@mFK* z1Z8tGTvAKM(wL63srgA?*Stt{aee&s+dc+ zf)vNuie z{pbegFx%11F+6CTj{pp>0<~>#m-f{B=O{}X()j1aTCfhYiJY{IqukPs6%;DndBb?g{^mt$N7goWfq`?c-DdMsQP1S&RSX#AJIBAt7kU^C}$km4D^d!wS{GBqu9x_vc$K4 z1!+{w1XNO8mG)~o=f)rAlP(72`Z{pp4_Z1+0#5pPN(>iR0f+j#E_r%rG5dGl7uC|% z-6SiIsoDqIb_ZVPPcpEZ4z{~*3z$925iN7L-@-9oXIOpns8Sy081LTQR${Z4EJX*@ zsfPX&Kz2o;+9V=5F5wo8w_BujCBS%p-@omb79>FFk_FE0tAFh#Ni%_a_B!SEfDitu ziEF19fE?rTU=<=R#g}xCNR+)2H*#{Fu^I){qYyhX?1OrduH#i)H7fBV0`oa;8b6#- zk8>Hvp~wKe#=efK5A>;b5D!lcpejmOW1V@kZv%+O*h(-lr*rzwN-?mYgCh{KH??zG zsZ{>nL`-6(X0WiM#CA0S+uquLklXt_4@^-kpu6HU5vl48h*Gypi*w4#9UZsPFoDvv z$L5-J&>vHz4J@e(*8vx;2GU|m+C zHvo+HKe&M4jZTw&6T-zhr_)mwSCdLMk8RR@?1=)CIk)ne&t-0oX$Crfcgm$|}Qul@61(F*m06$QA-Jh%)gx0i@H)Og|cY^DrkBTH-j0!dfLhL2p${?;>Q=iH2pk7Zs&VVp~0LKsDlN4_un$_Gra8335^srELy9o+42K7eG!-{TeO_O)Ic=Pw@;< z@}N}HGPjk)7-pe==eRgA*_GvSVJMR&J6X)m*mj;2^@MnfE_zbz=p1-&!6(?Ed$dpb zWLfViQs7go!n$I%4ch9fPubZH4u}K${5qzUfRvJVffxk^1IB3Xuq`X`8Q0S%Fij)l zpP68wucS7n2iRMK{AEQPeXfWQ4NC-14Iz+DPO_Pho*?Xh|KP`fPBnVDR(G*fzzZ;iKo;cxWf<{jV3LBA+*3G0Qsl2 z%LI*$UvX4p@ZhI;jGTvNg&|G=BNSW9xY!_b7h#a?4hKHv{9KP6LUuXLH={MW+ol%% z6obPs-G35yjH3^h@GPWlTR3G2Jv%=fmizy$xYNvk&S>$qX}4xh49o3W@r5A6mq}1e zxLPBGx%4uKS9x1*at}wx02~~m&_qEaI33SOWzkKAe*j(bQ(*NtSj>FPDL=P zc+zpMA6*`u&ts~F)dO2SnBY7tn)=x}l*+a=MZJmg(va|3iChr7F!UQ~_`|Q442v5N zYGY0iz$*WzMV{>Ybs{JJk5YvUhnu<-x0|{Z9Dsi^z&FVYtfk;+sDmX__O3_89Y7&O zGAS@c>DxQy{^|zrEeOYs`b0wRnNl$QHM~(lpQTyNlaMXt^B0$VM|Ky!dogMQuQsBr zgC=!wetNKN6dcD0=b50g#wdx<*|p~1 z=njan60Clgu8iotY#f`eO8d`-&=Q@?69IqP6}K($TFgpCZFBq;do8cmstmncCEcvU zMPy%UP-ha}0_e*o45T0{D?=Lz`*8WS)iTrrSL+EQ)?{SL#*ywg5%~-TVd~nOa*pRA zvb9@Kf}9VN!5`HT!JKdp!S?HlDs)$SP+>4PG~_y17VC?kzR5<##7#Opfs)x6PYr(z zK?xe}y6DV)f3~qXzSgz62_x{Rwtl_D6$r%a6~ZwVWew#vaf|hP$7wa&v=tbkK>*%J z!-;d;h=Ta8a?Sdd69f-MPXCuv99B9Aw7IgV=MQMM7YeaSl<*10$QtYfsU>G)?$7)F zCR#Xaz?JlQw@X;}P&cOwB}u8^$-jSQD>^UjpxwZ_j_~`^Y-lLNQ8f{f)vX_y%`*^z zG*GnzT^b33SoJLl0+XT8*T+3j=Zq`}$vlf0Rs`kXpe6pcC_fmr$9WheqQQ8g$aWt} z+2ef{ocDM!foA^u;EDJ78UY6b-Gsj*ozaesAikWM30JhmO<)JeIQHp}2(y3u6;qfi zU`Ke2lT5l)=zeP0Ika3g7GO49J*fvfoGf=SU}MrO8=y6_1ei(ixr;Tf0e%1u>C?IDc9LpT$PH)cvD=aCi3?HWCMopxeI5#wbisjDoUl}iogfx>Xp z@<}LPT4;UaqYwGA@>x-((EXr47+EO;KqE&|#R60ut(Ij<^;1@cq89Tl;3O6SYdH~v zp^H`S$FgJvRW#=A(Wigri`t8a{V*@rx#rk-JhR*8D|GhYQ}}=kJE;!MpZj+C)S7e< zD0L)Kk?Ndy1KM;nx97I9c7i7i_rxrfcpEmM=1YhnFc>ex)vC9!kKuU|pd4waM>+Sud>UGrTe-rPoAk4VfBNCKvlL4@ZdBnNW{=UiZJ+ z*ugKl5?-PYjIJcq25vVz4vH;BpuaY%ZqGkBP+3P~w%56<_GN_#q)v!YOk@JjYixC4 zf$4WJPzgg9337j`H4I}bX(L>J3xMB$i^GhyP%$M}8|0}09$CyxLz`JUF?w29Xjr@=iB>rl3RXW`k|Y;V#bq zd`#lAys|WZs5D@5q>Wm>c^XH!fqc2oahK@5l>?C-N!C2cpEf?dUFw43Z20c$;j3;4= z(WUwO=EZ-6vESe<5~;|Df%OfU(@-qc^rbxe*TnM4`;46QNZzKr^DL66|>cYVk);n4l^gB>f zV1Ci`ErTw^$*fkfpAt1)rO1)7J>0D>a@}KYY5Y&RbVVxr0$aIGO$_&(hpY}p9=bU0 ztkUBzWe2D=Sx3Bra$rEXx?n(uw`-y6>fjeRUK|B*tW-mZESBHk>r#x3l%_-n@U^Dj<5!1wn-`YI}W5UIx5_WMNwis|v1M zm5=|Gh*9nez|bP@m_}#;6}* z0|Zc~C`*krDaP4*nGgXfB-+E53Pa8Mfx^VnjmWYl7!v+6Tb27&=Ox<~HzD}k+DU(r zi}(XXiljR#2__~bmJ%b4pFI>V{}5C4bnc$wNDoEG;jnjsX8FbF)opM`C%r5G>1tV6 z#*hfMG7ipVMl3Zw$A+mPI)0W4w24MJkjDuJLDEGJ4)?iLJ6FySaAjR2Tt<5lq8wr) zy3xo&JO~%BPGPz<+s7?U)wu^P5PpAATcBaCkrznz@@SZU@|ZCkyphmsx0S4gCTpuw z=iqX^T)kQ-G^+t;sCcDJEVy6`YlQ)vIPzJz}iR9_A4ny0oba~P+JcFS4;V=luTHHsM&JP|-S@RkWa zZ4exk#vL~RFs3^zq15^7Q5ERh$kIEE$eKav_~Fq9i#JocxK+hp71OwqZKHKlj0>Tx z@-yHe3$}*)mSqoi^164p>NMsL)xTV)Vmj;~1|(8+SflS3NM|3(wQ#_t7oh6Y#V?(vB;hF@Kg)i3|Bervke+aylH?(c)wDLJwu)@_tPq_gv zOEwRjqZS-y@q9N*qXd7vvevh?U`PYjcP||e(2<>M270~*U!NB}>W%3$!?idqg@;F= zO_Nm6W%Q^!`es6D{iqKYxrRxLcFS!AT}8-Ra^5 zEsW_=DQFaEE4g?C$?B1)KD_2~AZhB* z2+$=a*!vv^#jJl%s>7@USWBQvb`f$4A!fB`EUTdHvnsEN@ld*xZ`g1Dbn47-f*C8{ z5$RO)??Z{=qn$T~as?wBMaS=mQv>nN(zYnpLeY!u>{2* zhcN`}Fv?+=fmZuFaLgkxqG5^XK)rOZO_^U~Eh_=ia3 zPV+YqnZupfPaEfOeh+$#Uat(&FAt^sD$#yk284Lm>%u(LZ6@Oypgo0(#aH{2Nw_WI zw-t-5(u04IOdF;KgT<}qEr2k>P52E?-<6TfpYMMjsI}f_^?l7Yf(JmKhKYW@s?Mip zQ)N#fDFr@=)5~xwT)m*dh;$5I5U!_eIuAP$q901*(Z zyu>X_rrGbZy935Iq)q%Sfy6i*=etK9B+~0$A~Syrm(^&i2P5Pm>APzYD@HHqU3qpi zJKrpp493_^11#E93)2mj%UhykZU_8%N%s6E@d?-vK~dzl5a8~(3eUs;ItJ-{kwd+@ zxA0!(VQ)awsSPd~KPq5h2?~W<y1Zde%1U>m2%+o-FFXT+h2))erw`+z>@IF;ahx5P2H2--T5?I!WvA{G~5ju>n8 z<9ENAiFa~*Cy(#a8IdYQs4t8Z?H?Owc!7VF*o9T|roIHSApTe@?48Rp))7-q`t|J9 zAoeV{V$8N~xoob6Vq*IY##>4)xyW3kCir;g1?Eq;_wbm-;O?FgFdXLP;YW?L_4GkV3?s)zOSmr3d-gN7xvwmZ8 zBDP{S5M)!qF%}HwIdqx=L}dpLJoA6ZZ`qiD$l}TI+sl-yZB47o!p1^V_2As^;Z=m! zB^?iB>6Vopm_8@ii8FP4);+uqF{dj8UjW7Ep9C5H2ZG!jUx>T4vFd!}p@M3R)#n_a ziPJ^>%O}QBO^=~Z2cxF$b7(lMjzwpmC8snV_U!hamj-nw%VA|OCV7c61t5QazJDnE z=n+Z9Yb?9_0%V83-Z2GD8?;@B9ODPByeGs>q3oiWL-#e2!&t?dC%#M2hv>aU`E3{) zC+%@5x&~&e;2cC-S1pd)U9iNCaF|&?BrH87m{H-ERcye z%%dv78j^IL=AF-+4J=zk-Xeb`FkSL!?e65j(z}Rd-qD}~A|?%$S<7*qfH<=!A>J)$ zi1Z7I`t+L_O0Y-35T_8%Azv%a)PLEI$-EXjTQMbeC*o?Z-0}vDNdbcA9b&V`($*Y< zwz8wSmvo-ZP+JvO!2U+q8HUaeVA27l!u0d!w!8kl5$tg_If+7kU5tMP(WGrK@;C-S zddizc$hl%ywAWY0}-F`)}`zH22lTDovTG z|G;9|wKJc2T`+%kFN1mr+9JbhLXs@Vt}QyV`whlj|U}Y!}@;H5xOw z3b1R)h_FWVB>Jc2q0#*8^dIsgi&*?~vsm1N8;8Eo1T|WuH8+|m2HQB)^!mHLgDQzH z1LnFVgLFA$KRs~A>ABY_memycx+#u*aOt)K`Y9MN=`GVzQ|j*N71H%okRR2|H&7p9 zzF#PYz7KzvxoF$@0A)Ks<-hJ9DDEW2{i$qsaM^%~&B2O~0K_;#G7{Mu5cy?n5NQQrqtG<#=p%%Gop#w4 zkz0KP8!|-;FPz`eRMKMXD*uZDNIVr}r1b8oB%Xg0wSEF7suEfD$kwM<7XjKB`gW*V z0sM+j^Bw4cW;ZgaY-xIA3k0rXDjdYcboR#{fqV1;XqlF;gC$J1|!Lk0ZupuF>EQ*+Id5Yx$5z78aT2*{DvE6YrES&tDlt;D$73C_yyB6pnSymrYg`r@rG1#176_I~Vm=2dbk$c`vNQ-|F zG6;)Zax6BKCiiO`q$J&x&)=b2vEwn4atdHgOhc_*zscUeLuI9LF-6U7(WE}dpw>#b4?s5Q`JRK33|B|Oa9w~pw$9RCB zeO9c}McV-V7U3=NyB%1|bJNPX1Vgo*x=n)Fh0q)^+C;XQR>m)}@D*`$Pk`myn*Y7$~i#ax}#onq_};CLjn( z#bplhj>qz}dM+u?a@%Bz{gH9{OLhnwR+! z>i>&!1e0%_>rl%m+`CXZFVOls?A9L+s^~E^v>XBdIO}~Bh&L0{x?+EMonihL1nPGH z;ohqN2f1(Y=m%7vaph~S5IH3X0|(-35=;t49w+GQ)yr342kk{lXw88Hl)^I;lqp64 zflCumcDp|ny^6#rU4|gzSKh>fwYdkGrWL|N%Mcf?g?h>HlVP46#YP# z@h&0Ym2!n3mATvkDY!)0;(6qPDwVHz2&~pHoaV=V5@!g@=mCa|!`9A+y*|!XPKfTX z0Z#hLw@5pA+G7{3yQL|>X_B;5!yOR++;_Bi?6w)5ht{2BaFa>SB59u^awGR=Rf51^+gsObSNjQa_ySCBRuwd9%vqLnTLuwi zCn+wkc+XVD+=I>?gI^#p=Q8jZWiX!7Uw~0Qw%}@?3bIW(@)Mj_m!O|AG*dl8G(@C6 zejvdPfFNk;UJ61=373kd?ZPyMpryQ6OxMXMILAKY-KIkS5Lps46BELwDW2FJn+En) z)V#X^@1}ptimsti1S_xW%U6PEMO*eqKr4hJOTnfvNUeLA4UDW-{Gfrn<1tPTzTWtemw$bs^?m= z6=Y@pYtZdu!#i>xe%}Mt?Fn494G4wYlLFHp+^m%(Ru#_4|VvI z6i9!2+p?F2AfU?>FwuXi%1H_#F19xV@;Rq**YsRA4WXGHeTE|`xCPze@-$!V3qCj0 zC7nJXWR#2kzwZZDODTkl-^u5GH}R5Bg(HTiYGwmEe3A?d18PYUrhM@$36aUv8h)&O zX6~*#TAOs8@4oMCKeBQ!YxoOWQMaEnd$NB3jK;>i^?3OLxF5!z1Sm^h6=1fDNGx@B%RcPtQ8RA*M4AKHqy&sFb(?NS`V5~I#ie@EW zZ4{6Nr$CLT1m*NoQNQg_rGXp-cMl1f7K6W>nzq90i#;AVsW#hwD}+>CcV(>GE>PEI0jC}3uSGA;xjm;=-0 zJTHj6ECBOJLFCeD$s*`E(H$|>c68LJ!s9Qx1b$-~I??&qxl||fN6E6No^w`tgDJ$} zP{+Jto^c$O6&$Ec`elyX%bh8IA0|P^fy?R&_=UHCu-{%sv-c*Ztw*V+fA4>>R5CUg zK+dAimXFEv-^T(N&<478>(+K9G{Th&NNY5v{~5Umbkk!kx^p)~ak|_JwpxBLdgHPS zg>{RWMdb1${V6Y7FQdS1u#x7T=2fCmx2XDh$q*zalDN2@*wH@y7(1tp7SL33ncu)% z3f1eBB^&{XwIKuvc0kr*;#q%!R8zd`y;3unBy6bOUiN{6+}Z@`?IzeG3<(wEbjAB( ztbUa{Q~2eWCkWW@Pa}=7&7po~Ro6ub966U{&}lix$tq&EaPv~xqs5zHP=*kGwNS(= zLZE7}3aE-Bo%#Fl$K6dN$W*eLh6d=bx;|z?v&JqO%+!<-xad@X=a# z?G|;mLG~oW845FF&cc6V1e5f_dRiw&Eq!O3`(C_R)aR#2GVA^67gZ+d`y!OTg;6qGWqUsrGAz@YDo z9xog=)KDW!mV;5+_W(gazQ4)UtW?G?{Cy_foXEPcenispU^R9kgAXKss5{?WdmDyl ztY2UKE&|2%@pnqYm^3tHRn-@ae{_V@&B!~Bb3wrVmt4;zV3l{$=6G#!0 zrhIiXREny`=u_6`5p%YGRq@v<C z2mCG|{e*s$u}Pw0l-*Dml&oS0hC(*y8wB~8W1!*R{`_ba^p40LBPNX*2VeTgo%RtC zL5qpI(FEKcZRM&-Ujd~E1QTZ7Dbl%}HtCk%qpXT5WseFq9vvxv+>BUk<4+_DOA(UB zIQ@jurl@$L-qbH^eu8HhheRrtoJwMMaSFtev#tMFDDu%vpG#ELt^+WU z0obk~giiV7ZqAQhU7X!@p+2#CR~V#qo3TDfZDMd3}+ORbQa- z1IV!%6I{egD-$a++PEOiaL=`C;~*3iifEJL_<3u0!M9Gt^I;2guCwAp1!7lge!-Kp zbOnS4Ptfk6FkJ~|>{sla!EYq(WaJoY5lV#QkcK)rR*W@&E#}}g z+(Au?oasr6#V~lu5r=_ewIJmi-KYf{ED18w2X{~Ohw;l5bbTm);}n;&svL$ZLKV0nxC2o@y#ivroz@m9!c~J%Z%PW=iwhxri4DwzE^vMPll z84tV^%F#%7Vv)GitoaVyt36&x^6-*N1lBSp3quuu-YN|sOGn-mhE}~`9F?|M&C{Ij zKaz%vKgJp;G1>q8&71(K4mFc=V}Xa6>J>bZ_qW5t`MgAhQ41u z1|7v|ek~Ig;+Rn-(+d42Pm}Poq>17TUZMik#z>p7vQ)#3__rD&i)NXnhQ*$+4BxZO z&+AZs%qU1N+A<4Z83*?Ut|EP-xpgiJMnjx{5plqyhEXPSmgRi_6_T-Wx=k92p~2qu zWfxIW>dU@oK;`$la#>?YC)z$PBQ5L5TB)JI^q}XUoBiLANN;Pe$ zBww<$`VA@q878uyA6!~)XXXjKeG6EsRosrryksitrg)M7V+QUxN|S;EvXx*9ZGwIXnq@ z01!?otSz2CbDJiGokPTg)=1-w7w;IbvdpW@#4-5KlAqe! z-Xi)eDYj>QW&7Mb^Kq>TJX-SJK>UA3K;L6lh9%LXgD4EAEiyWV_rA!meZX8Bofn8} zJiN*9K{Y+p;&MCxuYZ;x%7UVQ{r_J3M$d#{DSRya)i3?Vw`!G2CMVQAeFkSn_6&l~ z32c^|3_;6@CS6i*3<0)O4&kVDw1C1_8WFl8qMDQ}X+P*j-LGUA7dB`*xN1v^3C*1g zp9Yh2W;CwDAekX6sT-@|b|#MmBX*8fru{2OjYU#=UNX2quqQBPxPk(IpteqM9AW;~ z4J3N}U54P1CK3cnBO{{$+c%#844SABZ3Vg=zMl!FRWAQ)c9;sWz_O9&oh4nM2zQKb zRlkzEwqQ=X08KGuI~tV;XE4$OSarsFh2_I(2(10eyio2Odx#H$2f!=f#w~Onf;h6` zaIajNftR%TPxWG5D4T|VlzYC@BL$#iHnsu>0fYCu;Ko-`rggcS6;otLnjc%4XgoCfGM$W>GWjXY&xIZHFbg9+b1g@} z#0}0+)4wHD<(~f{RTlT*_A~|AgmiNv8ODnXx@I;(qPRcId#6c%$`}2(%_G z(UwNiKFfLb7OfPjLbsXdDH8KI%)gXRD0n@G`@TaJgIelFRx6j$`91}ti2T<2Gg~rO zUhG?7A5Zg~4Gu35V~nrSNXQ-NVIx|E9XE9ySJfQ;-Hs`kt_gSfPFS=cE)Fg{@X+aP zI|;!6DjDF3On_d0lqEx-o0y+aGKd;}4cGQp02=#-c{C#Ar98|ddfbW5!M z8iaDgIZ#Vf)gvET3buC%S*J37_B|D;g8&mcRsa`y{fg{ouXs4E^AP1@^4l-iZi5Y? zSn`Na?yYWr%7WX1Y@4ICr?<8ACz}~)Zg0Vd(wk|+aa=7GuH_Dg_dPuiTe|arJdRe% z=Aj-3_m%pt1bt?3v*vi_M~AzneUi!%c@E0Er8V{7?LulUeMQ0h~A0?p1&zQ?g@$W5WyTk6Y+=1xtW@JblhWi-(2x zZ8?&ibXH|09aB0x3r{h$Dihu-#Z&FB{&Y6+b7!&h7x5fr22uY zK%0nv$gI4At9pkowjpJJIw;=$4MyKOi(VW%k^((EeOx_X3RuBZ`+G7KZbCj&6l%r6 zE+q>jVZvgU5QbY3F-1p3!QoSj9T8km@?cC?N1YjAA$8oVfZK!!{p(nC{yS0R%sWR9 z>f>V_=f9eX5)AH6ePL=m1Kn{Fc>YwmM zX9+s|~J!!zEPJpB0fP=x}CqOkMC3ZGKHu2Kutq-JJq7 zXEe=gZ5?|75=agDOGBICA@n^^JB!#?EM|!TDgxl((#wogb}Oe=z2v}u zNQ3gSwE*N=Y&1+0jw2|)I~pcTbf&cpNr{S&;<#%0Ams`+>gdnJ&dA>{ZG1Sk!A~rG zZs<707DVLeI@8o8)qOth+|vnuRNF>cX1B9t!4ems3~^1jRq}+}F_BL4;UE2=o{iVb zmV39XM+P}e9jOEPS}Bpg9-?k5vC-atG>mo{3cEh}c+Vl*=Z>gKx}(D>u%$^KJx*Je zbY-HItVrecW0_Cl!?}ZWpS$GkYatO81^yb_!v3q5`{0!Pi~dw0;JxvwOhzLH#K~Hz$MoPm0$aTt}EviY$xD=ho1Fv0U2L z%T^i7OR99fQZfZWe`6||4|uzc)*~UcOJtr_kdq8iqI#Yq$)&R|}a0^dEjT+80UcJ30+Zg<&uYSkpBK!1ffN&WEn^jqw zW*(RIWc}$S45hLG2#Bk?NF0CnBs}$-@3}l-((WSp;S;!{He7-*FQZm}azlR9_!}2M z6LX}~sC7^)5Cvh*7Q-)ecZ1T9tRTC~t`caCH9@Cf1;0`MV8nH)SZAA0JpUt<@G={B z*1(Sn8fg)`<%t2y3uUFSD=1t?Ly7&rNlGr94tO!SR{P&Dx`?6RD_0ZH7}|q(2vkY{ zJQV1x16v#aojDuPXEr4|7w2k!!s)Kx=fW~hP)TLX zr+fc%!GE$*=d!!s1>K_L0wkH*tU{9EzrkfmuXG4^M5*8427-naY}f>E1Ri?4?BZ3c zZ!OI%8tgunMVaYQtlHH)@4LbBixWM&WkDhKhfLyAY#4>96i_lh;?4O5T_avAddQJo0t@n z-=;TMlO*7nztO(%bVo#Q6}iJplXQv*O{i>tZf?*T=|*(IZXOBIzNs?OOBnwqvby1!Rtw}D()CQ1p4r;D>A>sdwPl&x zww~&Q%A_n!U1;L`B2WP$c(_v?#)*%qPLAFo!1(C>g}tq5x1(i};mVp7D)B z*v@2H35=n?HK=g}>BHBRT5H7Z79sikrGi;CUZ3#GajihLT;;C1>?t3aoQuN0y|cv| zFtdSwQTd}IfsM2lr6w3Kxw9~%mUprwJ}Jce%*W}mHzN@=f=CIWd8NBT)KOiPj?Jpe zQNb^pZ>WH@1=Cktq6{S=cE7>lV*PX*%)hh4P|!+%9I1vMCRxhUHtl_ub0pky)_uPs z4?0=Vd6nvcw+(jDHB(U?p(eZly(FbJH6P7?kKGwiBFhO-BlXHwP6LFhzCK|N#xpN; z61k^JL2#YXobr)tk;k2>uhYYF<9u-Afxm@)7Ec!V^=MSvYQ#pgpWp-5f>Z#f<`D~^G26`1RT|L`>sUp%* z`MsxYxwX}RGw_px{7rR{t6?knTXQ&a)ta{Yx(@rcM9u4D5}Ph z*{kiDR$xe~d~JGe4*5K5^mgQ6 z8K_uXLrgIRX@}>Ped;A~gTg$e3R(N|SwYLE(;zh_T^nX7>mwoK--|_);4a*JBZOR-M3cHYvn}u2lZ>7F4 zatmGjH59DaoTtxt2zaP|%+7qtxX}|8_Oi;PTY9Ew0gS2Od`~U7~-`DM%J_yVd#bdEOFi|RJS+TEUgOmR$S1GKH3`CuXCB9>z zgH*$z3!Xb{N|pr{VWvS`JfI=h@e$wg25r;y;gPs*&yQ+u+9y9l^N6dEkUpIOIw}{X8m2Y3P7icl*ViZ-8~I~eI)nVUw+#cca}&;Y&!H98KM1@1 zIf-IxjL%0y3>F+7N;;3C#34VOc*GqixlfaYYzRDmbetD25z}n?B_uA4L5SWh`al<+ zxdJ0bB&IHV>G2j+y!2O8Epq?F(i4W+y;Y?|ojFF%l+4i2gFU*^&#U=D%)9vQB;T1s z=L&vFj#}0{fMVo*RMdvo37uxQrTVcVLcI13634fxq$&AjQ;PNzfb-AkCO6WTCGGUa z!i{Es{YP;=V7G{M6o~w7Gq#u%q8?3@( zLkW-h<@sdMWMA7qo^||akRNIoqgTq68^8>4|2R7UOQkqtIK;T1Il0+R=4a)vteajU z7=zjN)>R-9Sf0@j+*}bCQqASMu*$M$fPC+Srt9GgCb|U>-S?sj8Q@S8-MPq$oRn36 z_Z(#3Or7`+99sQ402$eEID7==VDv-Ysc|R6;FoP*Vx*bl7>l#Qs$r%qFEAHBery1y zLli)wt9S=sQV85DY%Y#pu=G2Wfd375A~c0k7&D#z`ckwYyN;lLZ)bY6?rMbGFu$`0|DOuM{U1vKj=G^$v?ED!d%@P`kuT9fyswQK`UrxUsZ zx(Z4^u9uqzpMMC2VLl;teZ>?mC>Z!k2)%@>FeUO2A;n3BZ1LvlhETalrlt&k&Je(& zlCZ5DXk5OX6KW=|+)VI9M$VvR6lTOp=P*N2F+Yf-={jr6vJ9JzC*}b01!m`4tL6W$ zBleje(u2H9RbY}Fjbyd$cz4}md;Sx&ATI44Y`b5Yz6+*K``_3zmFwHi?Wj<~yVM3) z2=5D1=`?-j{{&TL3-P%kK$EF|0-bTz1`jIT!N=Lq&&oC>Po-GiC$&PiEfC(Q@)4iY8JGYCzI% zLHff`7HuY^AtgZ81$kxTaCDp3Exnz_OMV>{?3k@A&FDvVGaBl+=|XgWPe?(M_}Hc< zr1O0I?%+2%4(AxmVk`n!E=p!B*@9PkCo%PwiifY*qz`yBV$1 z&{T3P6Q?0KZEJA1$lSVw__-U|zzdRY?P zpe=6aJOS{tmT;qgeVal9ss2GerLmsE{UB_WOWUv(5b&#&2R-zL4lER`GO-oEjeT5R zmnkQStkwbL5o(7X2E&0iztN{D94(`R?I@NncBi6jy{WJp8BV8JOLChVvBz!BgW3q^ zxc~_h7)!fj5+Ms~8{HZaOAsTe$q%&&>QB<5U9wMGy#QT*o60hj+c$r|bsV_KEcs%j zJZESR7rRFP;rQYF+p5&_Y#|$Y^0I>6uAq;QCTRNrR#GVv1I0WWHMLpxeErlLEvC{5 z6L@LUo?5F!rsO~kC4>>qhLqIH|FvPmmbXUC%^U=Cu?hd@)3s~w%R5`N+HnR+*IeoQa*}F0Ob$Fl7Xd#|0D{= zxQ2U9V)G<0=nvFqeP{|vhGl96q_@5nRfQN{4_^VIz=Cq!Y%qnO{|!+%b;ntdf;3a; z9kDinH)tP;s~@kZVJ$Dd4Vz~7%mNWRn&=FMGxH9A_vZ9^f=A?93l3bdPtf7Bsn{eb zoJ9p81sCNf{si3#3wX7=k7PZ7mYrz>23GtF5rvHa54tM7wqpw!J%D`Uleh$m;i@$L z>^mUORLZ2T&0W4maTg4+i@k<*1ET8?`u&F!v7P*yvD0xRBKKbx_9{jo&ubgdz_2(J z4}N`r)VZ22z7Xsi%};TpVn|L1B#ovb&r=Nv#RFwbtAb`i{#7j zKaz5^4^?3be||~+)r6TR(l00q*%dw?5;9VM=fWC#-vhH*{npK=t|XsAb>XvIH&H`S z519e;II$9CkonE9&S8K{iV1YC++2ut=kO~9CJ?k?Flwi-J3O+V9;V<2W$#E|C!-D^}u9G_Jq@-7-r8V!zEaM zg-TtwO>|r@=|2!+NV37RF(2pv{slhod?N#3#lE!XN`H1sN6!_xx)_N~cBS#E1K#7D z)rcK^EFRwVN$mxXBfYB?(c1`>?GsCde1O7EJK~{TEia5@Kj^pby%Ag&B(ogkYXIfGdC8vWlXAmK{NWXEyAHFyeh)kYd|r-WTqz1g*kk%|QnY zo%p6`G15erzE7d&a#s25gL?(INvW1u-lrj3qt`6V>+$34;{sms9jE-sCHVZ6)mPdl z9KtRR%A8}fAMPk+iVs|>%VkadP>xM!2dAusOSB;IN8a{;feaug6;d1wB9Z@p=3I@w zF75InyWyi$CW?HL6OFE03YzjZoSM1Z*P=e)W4Bx5pU=u^;^+n>xe`y!4tGR~vHoR#bziUBx#L zhv^0If4Jasr{)k=o_O9Sn?G=W9&)@D)tU8dbJ_g40(0{HVb@8^U9yNW2IbT39w}15 z+s>AoAA#G*6LBmyjCDvbknc>@T|A-Y22=8jL>)M60yn4v)xx0_JcsiAN3} zie3lTvP#7c_)ZXLYqg=Y^GXGN&|(M*;FfzUe_NSbK&JrA66 zJ6=>ZLMmD24#dqjS|uufd*m2cEeRV3qBQeZi~!=+LF*e2*!i_vl~dZi}>+hU;(iEcHhMU?^on37-m4na~0-^(X> zM*l?|>+~ZtZgek;tDi%6pct&~PT1;c_wvHA3#MYxX>qm9Ts2X870;vy+ZW< z%4jl({5!{}2ivUv=Z-u}y-=+WVqDQTL}TXy3yInZ<#TM7^WlhuE9>GiWtgh4j6jKEx<~WfyaM`z3DB3B=87 zv_-X-HV`(V=-lzz5Z<@@7(rn9P_+ovF-l)4C}?#e%FyuWRX-8JurB6J#Y?|uPBQTj zLdcMIGjaTrKRW8KpisVwG<>AlTZHj}Z@!ne`ai3>osw=ZEE zn*u^#Cm*Hi^djHmIS@wVCp1T@qN(k{duL`e{fap!bn=-G6MwzVoeXXx#_ z*EN6o8I2=LMS#fZgzw|oHlB{-Z%DAG*f0_3VZjG@d{JK&suC5RA^?$7=j?V}_0`x= zA&EjdUjQpyRK=Gp7E$=?C(<^+CLL|zvyr%RpPyHM>bGw@?a)6WkV#KU>IGs!tMlo@ zIEk?tPkzy{R|21OCmkpvn!q6>X<>h}YlWvkjK8$}SB2&O#h3rhklnCGCPPg@= z=+AL~d}SoWc{KOeE&RQbC;=6kx8thptd1vXrgow#+(G|t9M3&i+#g~N7i)PIGOGU@ zc;df%(RrVA=Xc;8w{z3-tLktJth@U*3kwger0Tfc#sHPNEFm*F`5Wym#8oQh&`j`7 zE(p-g5dMDhhYZt$L!Q^?93&8`b=*#`kouy3(l6;pGB;waObW^yMWsdkh-nE`AVS&T zk-4X4vFf3QtNaWUHgll){tjlbci8)-r8zAMAQs4Rx(E=2kSwzOFZTiyJ?1b2)+R1z z{f(C>o>xw~ms928`x`qsiq7TGPZW4eD05$7_bXy^x9oS@?HZ@MYfciNpf)$Mb?Ie) zl_O`uLPGU^!?*P2s`vbEZqW*suposot_nsYCRlUKQW=! z0rDg!F*`db)1?IG@x`Bi7P9K^vg#S#MNV0wUfH}$^ncXJ`oKNbEY@W-j!p)I`*!_v zOkg0q+afTt2h$s6Bq)~F*xU3ws*q-XH-Yqp1F76ZaH8KVAPj5UQ9&MQ!e@>#;E6Lf zC|`xzYvVz&eY-Vh&T2y%21fuRJ>qr}*>Qbv7kI8kutb|4N@J8Mst`oMv_476al+^Z^tovaQcRtVeDXFqpYe%WO24Re4Nn!|#Y6TRzu+>_X}l zt7@PEt*usj1w3+I+E9mdRR?Pi=J;C}@Se_i4g_|H$0Zx! z>cWo$xT=ZJAsGUo0{Q-45Lf}fCR1OoU#D$sDt~*}T_T81=h%0oG1}a+8X09O?>>xRSpP3&QpGJ_FI;{AseM^EG?jKUXA^rO0vZ?@f0Jz0(SU+TzmgBih2VY zm7bIjL*N{DsciYdpVLNNjt}VfK8UpW_)`#Jx+m905m?$)pOP31vCS2;eDv^MH!)C! z($7~OaPVgM9Qb+fyUN8kQ6~Z9-12t%lPt`YOy|};saPxYQ^SUFT%`Q11#YW*k}M$+ zay3QL*yYI;kY61G%oB!x{%n!2VS-|7cOaA72h$KEfO}Qf_%gf?sSseFYSm6sK{q2| z=WFxvGw|gLA~;hg4=o?~E%HoB5C=bH99I@kEyo$-$U1F3>ucA+Op`SLI~Xzy6pcU% z2-RB&&Y%pukHhFF`%02foVvV7m50j=&r4`g@qA3B?&7+NdsdZy$<|ey9(3&QXX&4C5k#k}lmXSl z>VH%)`LEX*zEg&^FaFGD7VZL-g0q3=$^KwT^;=t(Pw^}{261G05+&R^G)H%q5Iwxh zE9<8O2nK8X_>G2tBN(25Ls`NpzJ|d6dpc>>ycd?;$K&750l8q*bn5C_9@^8-x)bWG zH~vkxH01%Rt^iv|?NP?pzYJO-qWcW&5FxU+tjb8(HJGiT8|MDHYAR2m2w5huT#_}B zViD7YNN_`>Z*$M3u9$qPaIW=mK@C1x0#G3~5<4)vj{nzxUJ({pz@*!7b<{zD+1T2u z$q5ONYLLMoS{f97>+wAxww!;pf@HD9lW(y2?;Gutwq^&|QiW{FJDxB+`vIzh^0Blf zQ1eWqk|tK6&8P`Q_>(H?IScjLFq1BXR4)>3g>8@CcSw&tnq?cCVoqz*sOtp#`upxZ zgXqIg02fVv-;rH2BLd9Ufjb<)6AuF&8?n3=L?qt7S_z%b!o{;VW?z7|&;zBw(0%$3qLMF^I{#SGod@3a%v2y37e3OflLOaEH`u9D z+ihj_5{hj<{jK!xRofD+6NZKXsbyL?;PIjel6O6SfpLcPepVhHm$JBHnj765oQ50R zFGkZhe?0c2p;3PKy_flXlnFZbr#~)1me_DEDxWUZ1jP^=A|J6}G83I)Ji%r?Z9MCK z8v7#Aj3?w*n6a-D4ovP>Rctqn-Pt_axuCWj>*jpHBie4Bumrr@mH(_DA&i#jDsGEf z=fi}5y1_fadGyqj>_0R=zTpawZA^_`U@{Wgp`ep5DP4Bk3d=F{U&t z_eJTE9N04^i&g+i#F686Rj%y(7+YaB2k;Rt9Nl~~p}$2xveQrH+xHSu$5NH@OC(}{ zVY0K+@T!JS=HY<4yWnnewP{+EwNA4w=vj~1&syzgLbjmAd)MzUWO3k_XR;|)^ri(d zK?ijwahwC_)9^vzh|rR)6A%^z@u}RrW&;S6)o`T*@;{9lx~0C&qyZkvmhLZ)I}Da@ z58!}<>6Gr-hESAbOG7IHc898W!A-t@t&k?lgQ=IuI|OpSwSSVC@5b1FuV3DR1c0<= z1f>Ft!1$YPU#?97TnjlI{l5V?C&ma1dWM_$Eq0=U>($PyrzPv@J+j{!Ig&pPDuEc| z=41{E=)Qmz8+&)-Df@cds2$}pX#9?Y(Wl(bJHq@UI0n60H@*i*2mUF!(Nd>>Jj?Nq z2Lw{1K%Iz8q;jOM#X$udpi-h!u@^UWVLXvlSoR~S30C2+GK=u!BRq{y8jTu3`M5U0 z<|Gq{Dufw!HiL_UTZ(BgERVnqRK367?iiENz{5d-APcB9Q(eL~GsGjIP0X**V2mlv zt-0-ITa>pYzsZE2VHmYkh|`pR8M7A)g5PUatGk;rPJe};MZ8L7WJ~fhC@vOe$H4D% z(R53L+Exs7wvKLb+(G0;3=5UJ5ouWrphhdy^qpt`km;Q&gOm+dDdhLnk>RNRzvBc$PBm_LwIb>p&yaH}o}_L8oB>_ch#8^%c5E zTaH_CVQlVpku6UJUXo^i3IyD>O&`+B5p8Q!06ql0+#WVe7Rz%6URP{E779OY(axHY zMOxQA86$OsfD5>#j+kE7Oguf(FwG`%XHm@o`~PLt5nysQChMjY^`3lp?} zI_eC&%mbNXUY+LgPHjsYf~F&h#y_ocq3Qh?%TpjdlBt8O`9}<_twb=C!CZO(hLOV& zTTJjr9-2F~97|g9aqr)+Ze$&T7do?BTXK30Rwy4jT_AC|nc61luz6!iXnwU!@tA(4 zn=Kl&wL0W~C$Ah98Jq%@{XgK@BfdDlpot9UywstOt29u-$@TpA0~qVZO>^uH0G5-o z#S>WHYjP?Xb|(CSkQ1L%T?v+R34A1xFxV`l*`5vtMIn=X|A4qKP~7iTmznyDfS@-u z0d>raj6_b>jE{Nq$KOhA1iG9u`4JFalr+ERmDbdM)+gjwr1TQB;M+GJC6HK%tK4+{ zxy2nA$V5StiwR1>5e#->51~A*ZJ7VcIV#hls4*aYc`?zJy7yAjDs`l~BPX`qYnJ>U zd<=wEVatEmBGc@1rqHpNHE+jr6-nw%rw!dy>tK1SqcX^yIvNSR`ZxMEZL5akq^6=B zjj92ElduyPbHkPV5EaBhi8D^x02}?1;a-KKu%7i3%=^oDib)^@E>7&KkFw5!!Z@K+XHMkh$A2Vj zV|~A=jqM_-xCxZUH2*AKW_8-<+90DPDg>=Dju=U|MQPYW=Gchyk#Uf zr`~p{5pnS77Os|0b4iJiv>=uY$JSv>{$L-f70+6_xMsRJ71ZfTp96~HCEkHd3G{yz zeRd;17IG+RE~g;TxlzN!z^Qpjk_gw!$Rm?s#(jwRxpBnPYZ9E6BG`ik-#(kDA;Tmi^dx;;%-YJBHwHsZ88dkL1THPoQ$h7&`H*MMWTt z5ACJ>BNwzNM zLXh>Mgx-Q#bNYO=oWeOoLIdOGUsGWhxA5>TnJ(wfxj~UTFDk`<+KVYx`EdL~ldmai z1jn!!+wvx1BG)KIYp-{z8!&s}Ju6IH5Y=cCS@;M8gP8tKuoH&+R8sU2{YVR$sLMtv zaHGJcQ&jGiCaWc!37d(DxIZz{bGO_B13!Jw=olX`NiT;V>+#;?ZciGmA9N&(NXBR2UpS#L!AF_i7a^>z4bQl{oLeH^_`RbFhHO?G?r&RzsYDKb~_D{u?^5a zxdLq`6EC2pgYHl|HT= zpjotmG7ml)mxfvyjw5Ngd4tat@6<~*OL{C9OG%i2G8-v5>h|O1V9aE=9v}=ODt9?{ zwBE#_GuxVArF#>T9e7i%7?A;kMZ5wYzbXcjLz=Re@Bnv-i!uCjrGij2rjWVMHu4<` zF>Sxe+oTswunICx|+#uVlNQQ#l7zD?u3`t0jV2% zy7cOQDZYeDqpy*DAp;+L=DFM{LItIfe+MeO7h&xYsf{$<@=yj=$R0jyXNS)UzZvHQ z!&s{mGoEfVJKzMT5h`B0vb2Z!0{~}9$GU7{TJNS3WFZ^X>-Rx8oWyBR6}JSu8*Azz z!*Db!V2>9A>Q7rBdVXNzz2R14S4G-CB@(MwA4a{`_8CV-tmTi zN-02{BMA9zcnU9#^jW!6?*a^{z--U=_9am&hp1ladWjVm_Nlyp^e4!K9HWtpD;T=d zA^fCaIVWQ%e^z>QDB9H#VguAir6$6hmn2q?oB?)Q9gB>3q4TNQ)u)%PkoCrS8ByT_ zUtQtur_`dxfh{;zK(+E||z?l7DAx zhP8D%~KkSfy2j#s) z=HQBdL5aBa{IsV>keDP3ol&zp^Q<@}eaj4H!lo$z_+cgNuI@9P@buF}pmx6=eHu{1 z>IUN{qZa$!NFQ_h{t97As@rLOh$K>ITQx-u_8f!&aXBbt0dLe=1&b~oG2hIIO# zEM&z3|G}z#MaloNBi1l|5_)^=>WOqC0!%Ws)t$cZ86RFZxHg2dwwxh<+6m6j1w+8( ziQ$HQ3^UmGjLgZXA}caU`*$T(r9{-`yXiOS%7%GhlO`@|8O|Tz zespa6mVQqcoDiSnT||ch?~v~7@my+_o+-cF>=z@kS- zA=?z#b$NcM&e)`ID<%6Jw3iXDir5O~7Fx_0mp`9z`q7(g`mE+Z5IpqW2&%gg9z`3> zt_^iAemkvBpYB%GpKsy)qGaQZ0OmZlq7O5=p}G}$XKyAM6skEI9(HC zOvWTBR)?Mp0yN7NPdFm9)nYqC2*D>*~1!11{E9E(zloS02oJ-RHk#^QO>ZYBD za{znJ%B5({vcKPbA!O|k{}krWr$rhApmtfgi7;VZY-xriX$2KkJ0BX7gr-MgIO)$~ zWiadqRf?qL<)P4jYm4vs1x|x#2W%`s1p)|F&CQqbH_H3EAs|u{d<%JkvgcTP zwk*lFyjTE<^&BUH#AQC1JD|y7DS3FXu73kLhdWiV#KF}RpB0WDx+D99xYI@mNSk%k zofq|5jcc_t*8{npkxQSq;Juo3;VnXK@wPt$@_%$H3!IS%u6j3x>jVL`=QQslY)xFy zSS>4#u^DuKk=7Cte87CiRc8}oM_tZ?Z2Ep+Bm8&)nGhQ=E$88o=viiUk?EQW|G&WKNW9f7Wn5R zc@vw^m*9vuRay4sgT4+xmA&RELAh<0S#<;D&0xY?Bha~Co9}@ImiXE2sf!A#+#diJ zvBocdY|9ipZB9cy3|4xL6M&tub{w7O$4r(#Gc$;p9{_1LudKZJ7)xZ|)I-B^`y0m) z5Y_|_p!{n zPG+Bd@lT&myd33BeOj!JF5&*33VPRy9Il9euge*qzB!YgST!)PvH0ri=^o;$-kS8u zYZ}`(hZH87IqyYbcK*BDrFQG>*Z;nQi!DVN>UM|je9fH!_zqNnl3R?{fm=&~aGd#! z7l!Hy; z3)`TUAQl||ppjVdm3Q$w;+UOZpnRdV6i>q;PNyUuw!ya;D4rv>3yh*!NRG<-PfS-; zD5bWI^8F^y1DykWe31^@=c&smv5w|dvuZD?E5O!M9B+~Pa*+)9w#XuKW{oa2V5!%( zfqrh$n#fz8rov$^{Nq1&_rHETbyyjHeD`IX86>YC4dK43;$^(Ii<;ZV82Upze`33x z<$T>24;zTPT^pI(I}?AbsBUKiC6xVH1U@R&5G_7>Lf&K;fwWgEC2psjX!sMUW+Gqc z%5X$4<+&VR>-xq4`A%~h2%1GYLjXKOhQc&frTHPATRk+X;v6eL5sWF()`shUB`+}v z@i~7$bfAx#nuGT}A7(VS1&#! z;wacx^Pr*nc*bm(MjW&e`0d=QIZCemewDDLmo;s~9~gWbawq}0fmBIp6dR5jTLy|W zmD#dCF92$$Y%>&PSO^TzOaOy)9%o7|e{vHw2HDYBN4Za61B^@`4msAPE!L_{l} zLd|;<$U7_aO|it@X6XkbT+v0Yl1!M>2G}$`R%A;0^LN^FZ3Yj}{wABo*8G1tc12(T z-d|IYRB8@%X=~7(8i#+rkLDHk%T^hKjctoW@7DLR5nWK1n4vh9{w16ucH^+}e`nGT zsV(B1p?zJ0yfn`oaOp;-70J4d*nyKjTD7OMJz}}L$l_}`v$r_ne5iIHi zhqxUQC8(9GV34;Tu5tZ~XpSuP=l`3S(?$RW2mjMunET-wMxK7@49*~0f-ClC@R^OPvDp=-k z>97OdBj0jjKL9^o0|aU>W5xOVst+_jeZ9=tf_3rv>z{)-7;mpEoNI}-h+b~`PtUk_ zp@UhK=eaO#gvNsq7`~Mi98ZqN$R!T*oMQm`SrKe~2p@5>f7EFOQEilSe~b_x>jWy( z$pX49>2@(q7KeriYejl7jq#L{ZhfZc{kMC~#R2%ZMh{tsHm*}bjl2S%L$an8dA$%V z_+9XYAaRx>A|#8XVO9}|5)}lEogS+RjfzA=B4uj8&!C?M{Ydh+cOzLk(5Xv}K4i-d z+OT?laWOY0e-Fid`*yOXf2zLg{U#C_IVwUjN+#lF3FH4|Azpzd1Uj|epHp|@Fs#-2 zIr;{YUq%N7ltk4L3o0aAg%+=7{Ts<)z_j|sb;mI{sSyD>$t1!X%kO#m45QNv!Hg6) zUghFSZ~wy>9<&6fVLt>)C&x;)9aVt4hb^J_Ap2ZY|1}{6vzMv@e^>*v15dyuLUO@Y z4(E-^TTrbH;P)>Xv*}708irV4_Q%W0a6gkI{>&6?MmwUfz|tz6R1-N7#pzWc1F#-` zd%`6fuN;pB?M+HRikimnXu$NqI&{71;n%~rs>>SgWIS@appWe$_}oBf=RieIo=;^> zDSVa?1K>P6v%>14e?+sT*xKY&2ZY4+@4iy@;!~k5tCA2Laf%ApNuOMZ=-&QCm*9>z zFTU-HPu^j27(S?4Ef(&_1enpkrRni`oszF?i)}WzBHVA>X<61PejT4=DzPNuR~W-S za?(P+PB3yh_E$M*E8u_?xkRiSpB=$hfGuz5ZqbZ0PFP}(f8o_mb8WPq^C}kzir6_6 zHdpkPrlO$+F+4tEd5u|lS)+6d*XS>o_$0>ZtjJ}wRkwtf@!R!Gb1E!9edL#ISeuAR z7oe>ZW*K|DZZQqkz`b^hh_a)CpXXrw*azdy5{~g_u{uHqvM=Ad`<3A~Vs+v0Srws^ zu>NYR{Z%Wtf7O!*ssIixle}W`YCqmK6O`(J^YP8}AtdiUL-|Od= zCUNaWush06%n}^~DAAapYztJP zM0(O%m6N;*2ZPW^?p}X5fPx|-Pr~RMUY=V&(X?lD{W0Byn3N8a$HKAYA;OLIrwwpp z|G_#EP_#)@)_J&+G@~ zYJy+`e}@9V3FRS(bbao@1ISyo=tc;VC@UC$V8^rM`^vyteri>7Jm)yJv5t*M1h1}x za(4+`ttM1J*3KOj!FT77PS$9Q;d&s>m>H?OC?jrO|1y0^&tbmrdLo^uB`u`fx@Fi< z)-7fE-LmFgD<^V}=t=9gs{RZSwv(1znR)9$e;s(y!Zd_b#?Nwmi6l9Yc~L%`dl5Dk#2f#5W-zh*SQ&MUecy$(BmOx$ ze@{3%Mm{vJz4~M)_iAm*zYW33ixCB@yBe%@^tc5?#NFJbwA zbxca+%IH6-%Rr^}l08hcjx9MDH5jy0KDq;y8kFd@Ffnrl`8Q2pzpvvRPp@sJXemq} z9c4gzAwenRiU;qz|GIwj@$SML-&)Vc<|Ek}*kw&rpJ z16Za4_<;dji3$%r$00}!^!UbM=E=?avdum5M`7Ieg79^~JGqI{JsS{JHbiynXK!rGgy?+Lc{HE<2N+E3cDRE(3sagcb zi(!|1pa+A;mXb7*s|ghe9K4sr{;n046}~e;OfYxPsm8>bA{1Fcva19D-+8dFPysXK z#>RLJ1*+WObqt;0GUdboEN$4Ke~v*EtTfwLs|wMT0Y7v>Y7az7&V8V#d)BI+GKSn{ep^hzN|jY~J6*Ud{tVfR|JU=K? zg}oQBD{v9*ZZs6H)d(LpBy7#&9UTk@gz`dq#6C?ouA+p>0Y--JM;0Of~M^sz29~ zcKamJUb8K+$|=9uTl6;Ue@%P9NkcN9AR%C!^zi8qm!6F#vkSD zI?<9tAKUECcy8&448$8I8IO+q8~gBA7aL(WD@E!%f9vFgMo46( zE4wE?f2>1kDcl{($^3RJ7Z7#v{EVA6JxRv_zX`f8b%O6CQSgLe-c9@_(fLPJl$I3uXm$` zWo0&~cVH3vhixT)$?)?E15$mZJ7PCt*3hI_gMEP8F5aYTuofY|Ns02{@Z2~^`MkG( zDYGFDk+oaoK~{40nFV3Q`THtY%w4pnAGx_m+Jcjpe=jAw3x222upoFa8WFXOH$f&! zG#q<3Q(Gqme}O)1v{^yNeSZ_lXVWs8EV{}8Yx5V1u8gVT=3ZhZmobq(+l2&} zC3g>~c>deRVGr;Gy4d}dV?<^Rp^<7Cf?$ib{9RX@wZl}x)aEYH??p)}=KW;q&nzPy zQ|#;Q$KcM!zq&z`FfN{d?IH&_v4O!Z9bm*RH@`!-fAMfJos4Bf6VhW7qt5JVV|K16 z!-ps20FG;vT|T8-+rD^zyFu&mMj|XJ^>kGr148>gLDfTg06OFmxns&Ya^@E22F~*5 zh!8h@Mkd)fe-ZE{-4)8IyQX)Y=4ka&pn^*`=_KgR zEMN{v`)G;fX7dk;`%S`e6Gi7_iK;)DINe*C&?NcR-cKv&(A}aQMY9#tyEGeP?BO|2 zqgNfgV_EM8hiLe=)Eg<%5a`)!%O* zVv?)t@51%cshN_a?#P4nuL5rfJ>1ySGKMU+AVjD8R7vtvmQX@}cxvB+Vg0jzr)e@vwb z$obaTEKOp^_NNhZQYAUlQ7k#i3*_Vk955|M?o1=p;dt6|HLBG%_43;9$P<8 zKu+Q-vhJxce_zSf&&s8V-4$Rbf4PRbbU>()1M?M73Oma604;!dTECE=p?HHpqE`az zU8Mq7xeb}~c_Cuw+M44+2X?2teed};oJ`Q$L9u%-}3Ii|bDXx(G-ke;kJA+;9v+e}iF5J0WCZ zO+OICfWjQC?K_5iX6u6+p7vOloTkVP9y`3)Mz=U%+?JLK#Yx}Iy}O7bEX1K&G?v-? z`&c_3&bR!ig5EJ7k(j}zlY-m<78G>k=hhcI5nHU0?KVXyFHcZ&?^Aq1o>wDtrKEP$ z+n_%^O^Ik{g0n5CBxiyZe`WI)FA-2@gHGr%lQkdOdoPC33Y(8!ZW7gn@yX@JCO`2= z1*fqS(V~6dqFk~eOdDLwd4VAXVHNJp`E9hf37zdEyrM|#99eo!(&-D$=<%bhP>*G7 zq@8Sc7h6AvE!mPwbR#PY4+2Z#OGdjNHO4?Ir%?VQ)QG37BEHPQe;XBo5ny$crXUQq zz#!Ydk)Ah=A+sSB*ba>!`R+oM9~w-~_Gn847#fFIH0Hf8cTolETMCak_6GSitQ*MB z>M0XY%Ub}LH`+&jR5Jz@>G#&5R6#Le%iKa4HjM#1sU0dN*TNBU6>FhH5h7W24!^3= zRIX}yp{7ioVx8r&f1(r#flU`EKQ_-6r{5hnPpk1}C!yGJPx*)FiWb4BwhSAYTLC%U z2QpRQ$c9C6g|#nN_zQt7F3BQwQX*`Sl2jmsTOgTR4~Jy$Gt@9F$De{N12zMlHnvpNDzPsBSs z?m{w*RSO_{q7LVA2K^#J9tjc)o#g2PlI}}-GRw|=tmYiN0RS_AMxsbstAk&!^1x&s zVdstYk5=6SJw%;c8CPnWyY^+RFSF?CGcQPy70ag|(H<7V&eAHxjFQxlX2C|5k>Z3J z+jENX#GUkZe};fMFpx9qD_~;Lz82D_1FK#C)%u!v7*NIHtfq07bx&x8Aqwpvc2u96 zJs_U1riv+ufnoD&)g|bmK!F~pxZyz#2&}ME@jp4ip|mqi%08TDN@8avz~$Nj;adFN zsS$7V6=p|;p$++OFR3c;3^)G5D@^(PgBW0VY>6wQyC+t1&k)(eQy z(s`fkCom3bETco8>8%Az#6J>o=B@Pjq7gJ-L=%2h=b^*95~xhN-tbq=L5qxY|{$9$%#)fr0T6T6|2qt+2&P63{( z_N^VMQfkGHDM9aYU6Az`B>=NUQ0KJw2@7L*e+g@1c=Hwje7$0yfUQVBENzdiRv!lf z29Qj_4?HBY9~1Im(Qy7KLI+@mYSDJMVE}NF2R(fm8OBa?gcIYd)y)5^1(rMrxdo_R z?+z%pd&pjwcZZ=_or6M`z0%xo@D#QqnfiSzP}G8=BmAgo@(AS3X$WSV9Cv9CcT$X- zf3-RW@4E?Qz`utp&RMQ>mXyG=EfG6UzA(bSPu!YEj$TTD? z=3&iQzk7HWc+;1pkx+K5hoaXE3R*a+=GX5>ZLPblSHr_nOogF1_W}8?wqkcF&*(i` z1UkkS{sbkiCq}IwgKV2(<*tR!sjcW=f7biJtu8sDQVAwh%bDrrVN$pixmv~BCO0l{zF z+_r1Z42koaxeXJ}E*LL_6N~#a*dg>2cj81klZ;}^!Q)6iBnODE%vF9`cSv>y30te$ zNq{4FN2qUL)c#|fgO_VWe@z^*q#U1{Y>Unhs}+3(zp^DFUN3HB=@3-b?pJTrfdFtd7DCiINr~f`iji3ZP8ZY4gN%_MuVta&gee>>#~d?_Qr7Hc6gR zO^H)l@B_Q{<@o9trWr`6EcdfzS`e>hcugviwzA7ideCeryKt)le=yZ+i4>iykb~zL z)7dB@bf!P6y_yn5d=gtkmq|0H?+`_86Q83XaMke3B(($L`20`lZ9JFWKr$?)vE0gv z6fl>^glZpJpB%C=ZvUX=KOd=&brD+%k1Y z4vryttR4y_f4H_^5=-Z_-ugmvmURi> z1gH4V=}pNQ!D9v+rVb%3EaJ{Gra{wAhZPn=*jN6$%$u zCXVMtwE&?pfKEm2fRG&Q6Tv46epC>QUDMZ!DG&?J*i4;$Fq@E(z6M!s zE#7H%#a9kK;A{B5WER!JbqKP11)y)CkgV5TokVP#f3?YOmgS~E!qrUzX*o`n*VG5>0WMa`LA=umAj^zOHp*TdTYA|dcx3P!SyF0!&g^oW( zw@-e8LmF2fc7ZM$#X;J#dc~$NeObGbcEQ=GT7C2GC_!PHDWV>hLewb)Do=6hO*y*KrJdG2Kk?ekI8m`7b&>jVw6^2FOUxz1GbGSL+R0=qu5Dq|%7U5o+ zYIF#!x_AYAA_vo;YsDLpm8%dZ>)dW)*#Aw%j`tax}c@qs$USyC@|dZ z#Vr*G6_5Kyo3CE0$|a}aTGG`rY#H`9e{-~!W2|;br}+pwS=#n&U|HxbUwI!>T#77= z)}hWl)f-^)Jk%pH4Hw1AlGPtG&w(*>WG)E&G8arvZGD87c=+&zcnKGQ3Dn(cO2k1J zo^nfI!Q~!B-tqxi1}5f232(Wa%hu}Th?qMI+;zi@$ltBUdh;X!v{FT4c|^PNe{2T| zpo*u-H4Sj-x6gRE-dC2)bOG-M&mvyNtUwI26S1#3?rg?^#WMPk$Iw}Qz&ht3#EU%# z!?4HisID$na0_bVmP~yv>n$kBhIjUg(3G6*m;>MmuFSP5oK_~mw8%8EMfB%V2=ElC zT<4~OrQY+^ogpb8#~e01rO&j$e`!dF65Pn1Bvi>_*5G_X{Ox{OYyxYP1;|7HNN6Fa z)xaV8y>sf%QnhW58TGl;E$-1faie)z72t`Jo510MpO!2|vFT`iZ{L=w^_sIji6-qj zw77!t7EeLL=Gac9zud>p@q$~bwPPv5k*{#>9ns7AYSCRT1}n>D!~*;)e>RFG-s` z`h>_ymXwNOP#^*AIwdf^Wg01BEnXfAcdDs->FZ~6&?EjbmhTY(9RNmu$FT)J12BXB zMlK+`JY2^=0(g2KyT8S3ge9T$jdmU%e`6Fb3S>P#g-8M(=Y<|9e-@nD`<^yG)g{I6 zF_B%zm7!ADK|h7vF^&lu8PlPk;BOnyF6)5<_HQk=63`P^gy`czT%@A&MvKEFRa81g zF9t{_lGrH`p8?TTDAvOsb9PhbtRG;ruv@qmocUW0Bdu?cfVmCB|0!<7ms>keu8+LH zlI=F9)iVPwn5Tm7f1MS?V+jO*OvZ&GKmj=VqjK20Lc?YQ7L^yI7ig)SRT!PanOJwm zr|Go}#>i?i8%m#F@LW+5M+PY^68*XTfd~r37C9mH5pJltS+ecSYqnsynpX3p-NRK$ zB^`MI2 zwe{W6@1bsp9f(r#h$qxJKn!v?;a3;(%kE>j{$nS68|)|Ine^TZ^bq(+KP~Bp6!uQw zXRt--?rX0%+Y9X>C)XK0v!4G5aEx>~MF%D82>m$&cGr4+c@=FdiSLX$rmNWEIY#`> z2iDrpPzATRf90OklU%0+qx>%Ph!A4e7q0@{=$Z zCovYvGPTq$NZ4K_RB;TGt)=Z%@6dkBoAj-ULvoZF|GA54;zvR!o1hmBcauLD5Ar45 zQdbm%&@MfNKp?2$?2cwl0*~SAo0dp0$!7W}(hp^>-cG47s|aLA;?2wL&rV$mWLAT2 z8BXm9f9hW-P&Nbp%r0;Ycv;#jqu<;m`H2+g-yYaAw+MRKBQGMe{B*99e)UH)8!*bp za+^}`R;9gmnZImT67!X`4bMED&=h{w_^z&@qvV3K^eh+E=A+6H3vD?*;CA6jSU^Q$u3+)WOxpR+)35Z$*;pWB%ySSB|@?>gsMer zeucqmT@gR-JsS#4T3Q#z@{H!VZ2UU z#yqK6BB%9gHI-hU4QU2~oUUG?BS*5DagZIk+*=QIz*PORKe>12Ht9y0#V&NR9wvY&S+w}@WNP3Ta7Mh!f z1kATd;vn=6atjl%v&ZD(1inh}k*BxPYz|?wQC-M*!Dxhb7w-rmcv_{#94BI>>`q); zh6Tu!ED)|$BfczXZ!2vdMC0)jXNwc&;L-~RXPYHjljv;X;MfaG{fXT|c>^C(e*(8I zCD%XXWMncv(>R6>BjLj2u1reksY_2s5=>D6r!LFl7rXoy)$mzzx}b*9qiH*d#jqx! zO>2b`Chmm7zSyrb2CbETyG-@Y7$hrsya}yZBB`K%a`mMGJ27AK%LuxA1r_l_rrqi% zvnVlxRk`l?>}*0I#>GFLv%YDDe;%7Qw-ry9A8O;V-yClJb$IX=u@BcW9qW?j5srzQ zUsnh#^d2;CD9ah>?_%ual4RK*H6EeHqgDPl*-L2pFUn-ax#< z%}J*&(_#u|i&R(NC}wHTUJcaO>B258F8LU8A{`<&FuC#Gj$At9T93J!2I)#U0s0dw C7iV1n diff --git a/tests/assets/proof.json b/tests/assets/proof.json index 2e6f37dd..52121125 100644 --- a/tests/assets/proof.json +++ b/tests/assets/proof.json @@ -1 +1 @@ -{"protocol":null,"instances":[["0000000000000000000000000000000000000000000000000000000000000000","0000000000000000000000000000000000000000000000000000000000000000","0000000000000000000000000000000000000000000000000000000000000000","0000000000000000000000000000000000000000000000000000000000000000"]],"proof":[2,218,231,93,210,209,219,172,7,14,103,21,26,230,249,4,91,116,62,254,206,84,241,249,196,134,218,229,161,116,80,98,27,181,207,183,152,198,103,92,228,5,199,215,43,8,182,73,33,71,251,95,140,25,177,184,63,172,152,207,181,214,195,4,4,63,10,252,155,199,9,143,191,252,167,148,91,149,140,216,62,93,193,58,165,148,176,152,131,168,168,210,36,23,45,239,47,120,97,119,230,231,241,244,101,223,169,131,22,153,212,233,115,200,53,198,179,123,145,243,191,97,22,169,234,207,108,175,4,171,11,255,92,213,125,134,47,231,157,244,132,188,142,150,98,218,12,252,77,254,60,105,82,54,217,62,229,18,217,189,42,37,5,104,31,119,2,93,242,89,199,17,18,45,55,70,86,216,227,101,171,149,112,154,130,255,229,113,49,7,120,146,36,98,128,10,84,197,179,251,138,234,105,188,40,211,18,247,90,202,254,26,197,135,54,180,37,211,236,27,187,34,54,44,31,143,178,161,92,25,1,133,158,82,59,182,9,43,135,89,19,250,117,71,123,20,199,138,177,123,177,246,202,181,12,240,43,50,144,130,235,105,136,139,134,164,214,199,171,173,127,24,92,97,65,233,21,232,237,228,27,204,34,36,55,199,91,72,17,240,17,238,35,176,26,131,86,206,118,132,119,213,67,218,145,211,83,22,94,165,140,32,205,252,238,64,234,182,169,116,23,202,92,165,78,201,134,22,118,36,67,94,17,69,204,204,92,142,192,74,82,14,224,113,162,4,96,146,61,189,151,100,19,131,162,222,84,95,111,84,222,97,32,35,245,120,51,149,130,252,163,135,153,141,182,79,175,181,9,22,27,203,31,6,5,112,104,158,171,31,213,27,240,218,81,165,96,206,110,142,190,115,211,103,18,116,0,74,73,159,80,153,200,2,216,70,21,239,233,214,155,4,231,204,232,120,229,234,77,142,247,56,14,82,165,231,115,112,8,33,218,120,254,73,220,205,250,200,47,50,235,96,123,205,176,66,3,137,86,227,13,18,91,127,68,69,223,228,181,227,46,234,21,247,176,209,236,233,235,191,13,76,55,107,21,189,107,56,30,219,125,80,145,46,48,238,141,82,18,170,30,225,132,53,85,254,224,251,77,225,172,93,9,59,60,156,255,156,67,40,75,211,4,183,233,113,131,10,107,109,128,214,65,197,187,126,183,94,227,193,35,26,216,245,12,250,28,138,179,47,47,183,245,182,200,234,86,105,218,123,171,80,16,85,12,245,231,3,229,208,166,242,239,54,255,169,46,106,12,175,56,103,246,123,58,25,132,194,154,140,243,243,167,18,215,215,44,155,153,148,30,188,35,204,170,110,120,157,0,184,170,6,63,58,190,86,43,84,14,97,228,147,91,200,144,255,2,135,25,5,105,137,4,244,102,28,229,155,105,3,31,79,167,49,51,43,148,90,44,58,238,70,41,84,121,26,206,11,162,139,74,111,7,203,197,161,18,167,83,125,183,225,17,1,205,54,76,227,238,251,211,51,91,133,206,56,40,19,205,118,54,144,139,238,133,198,153,199,55,92,187,82,10,142,18,5,199,209,189,116,7,87,30,237,102,211,238,199,4,145,52,75,58,136,201,148,69,145,41,27,139,37,155,41,60,72,21,121,43,106,96,128,18,101,18,223,85,228,67,73,159,101,48,91,152,130,68,56,22,152,40,48,159,170,146,236,187,44,0,249,88,40,39,75,197,23,156,117,0,10,23,176,76,122,35,147,109,80,143,112,60,24,84,90,157,181,235,169,204,127,35,210,38,238,28,189,220,97,158,208,227,62,162,137,82,17,76,41,219,124,28,14,238,163,231,252,216,86,97,47,11,125,40,107,93,133,45,71,142,200,80,41,223,20,181,78,33,240,140,16,253,28,247,143,31,149,189,91,113,58,110,85,17,202,8,54,191,149,3,119,189,123,145,86,32,38,5,2,28,182,113,26,28,12,202,2,159,253,90,150,86,99,52,244,85,70,18,66,222,5,228,252,13,157,139,145,92,208,53,51,186,134,196,205,93,101,23,127,213,86,209,17,4,130,26,210,124,143,18,163,22,63,64,132,2,130,163,48,135,234,174,39,139,26,250,54,14,190,160,213,94,211,32,15,201,186,81,55,132,241,12,93,192,101,131,101,230,44,92,37,128,245,11,222,71,126,218,63,165,249,225,77,202,65,94,117,80,219,159,155,194,98,4,162,91,210,2,180,134,195,223,39,30,17,127,151,114,39,243,108,163,73,109,154,16,36,245,70,34,9,108,121,84,183,44,249,120,166,68,149,14,217,88,136,0,47,44,10,198,33,118,210,146,87,66,60,219,213,171,70,39,55,115,157,244,171,17,203,155,61,140,213,110,32,249,13,178,43,35,166,186,97,126,87,143,223,9,88,24,25,221,194,35,69,137,38,33,213,6,254,141,211,186,175,22,222,204,185,134,121,161,147,163,167,252,170,161,124,185,192,160,81,93,137,170,72,26,229,93,143,10,149,13,138,11,77,235,78,97,1,63,142,192,139,27,65,10,27,145,63,82,254,23,244,4,133,201,225,166,238,24,29,12,234,42,75,52,207,37,126,67,51,17,133,33,52,170,151,193,158,126,46,136,209,170,102,195,238,172,89,100,69,125,137,33,73,52,228,9,9,227,115,196,77,81,197,173,40,76,56,55,129,101,134,54,46,189,189,58,84,72,200,108,19,110,131,18,65,22,15,176,133,16,127,9,22,201,18,57,225,227,95,0,216,97,74,21,228,176,156,243,11,246,65,6,171,86,19,26,242,63,243,63,67,68,149,193,248,233,246,38,7,14,167,87,71,238,187,46,49,119,252,13,236,203,90,226,102,30,58,8,72,9,190,122,235,221,200,92,12,120,58,49,187,4,228,162,195,200,36,83,122,235,25,233,236,174,18,172,236,163,230,27,165,94,156,7,24,33,27,81,14,224,42,117,253,75,208,126,28,97,86,75,14,129,107,129,164,220,200,142,11,136,163,27,124,14,74,145,145,1,220,111,149,250,54,227,189,183,55,20,226,83,93,197,130,144,178,241,223,233,205,246,26,16,165,48,59,145,183,112,187,5,144,3,219,229,137,72,155,4,251,134,40,67,64,174,225,246,37,66,128,123,96,134,230,69,133,19,53,77,161,193,235,77,102,91,164,137,236,165,67,121,234,216,96,160,48,37,252,210,226,73,75,115,112,225,35,235,86,21,75,227,62,70,155,158,188,163,43,173,222,134,240,66,155,47,185,43,198,163,114,211,123,158,250,202,95,214,3,152,119,28,16,139,189,163,106,120,80,74,53,241,82,249,196,99,43,253,12,153,9,204,69,201,248,180,141,219,70,253,176,211,118,19,132,151,53,188,18,25,221,251,91,48,171,36,196,211,73,133,26,57,118,211,26,156,80,99,225,214,213,89,74,199,96,0,121,47,132,77,94,41,172,236,191,97,114,227,122,220,103,122,20,188,132,224,75,17,225,191,89,130,44,107,52,195,206,27,31,204,75,235,246,68,218,99,147,11,142,38,85,208,197,91,9,247,31,237,56,63,166,173,183,43,14,146,41,189,144,1,235,14,68,126,83,191,28,166,168,210,20,153,180,126,42,168,22,149,208,79,191,107,81,65,173,21,240,140,139,78,197,35,72,13,71,151,121,246,66,240,25,19,138,150,67,213,134,18,249,20,117,95,18,117,242,202,32,89,206,12,192,81,196,1,76,147,190,108,150,166,188,219,111,34,22,190,161,211,30,66,149,31,38,253,236,66,77,185,48,74,116,56,15,149,83,29,14,25,47,85,57,43,75,194,173,192,84,141,115,237,37,101,32,197,39,123,41,171,57,120,172,58,99,209,200,21,19,25,122,164,73,52,35,203,53,5,163,198,152,109,109,157,168,15,97,40,226,204,138,153,42,198,34,51,25,135,97,101,235,47,91,13,39,79,185,165,27,32,72,89,8,59,137,91,255,151,169,148,159,214,80,109,188,226,208,212,18,8,233,187,137,15,201,223,103,124,112,40,68,10,87,138,108,6,44,94,47,166,141,86,158,148,47,34,239,185,81,28,154,170,184,62,230,10,249,147,89,113,86,137,1,255,109,55,102,32,41,118,110,185,78,152,189,17,255,18,228,204,46,136,1,246,65,55,158,32,82,222,105,225,246,96,191,161,8,176,57,247,78,137,101,61,58,119,110,211,122,168,17,217,255,114,249,106,221,186,194,41,5,71,173,198,19,231,163,145,211,210,139,150,195,78,212,207,97,64,213,239,182,152,37,190,216,26,9,56,126,244,37,4,160,164,101,229,198,160,160,107,74,155,178,166,142,155,233,162,137,188,205,150,17,235,143,94,102,160,240,241,120,156,176,37,178,167,224,177,130,230,25,87,56,246,61,62,7,58,70,0,67,137,195,209,198,101,116,171,84,55,164,46,87,135,223,42,37,34,255,243,177,194,150,48,210,248,173,236,14,120,96,167,124,114,53,58,197,240,188,181,182,198,238,213,102,102,129,15,157,6,105,144,28,111,187,131,32,158,20,125,130,109,242,98,116,84,19,98,213,163,55,118,223,203,159,117,40,13,16,44,218,71,40,181,228,171,109,43,205,162,206,44,56,232,56,185,8,62,141,254,177,56,43,183,110,87,115,187,251,215,224,4,78,215,217,154,161,91,75,191,158,228,25,203,215,4,157,143,226,168,45,239,57,18,235,198,213,57,107,107,126,26,60,44,218,71,40,181,228,171,109,43,205,162,206,44,56,232,56,185,8,62,141,254,177,56,43,183,110,87,115,187,251,215,224,4,78,215,217,154,161,91,75,191,158,228,25,203,215,4,157,143,226,168,45,239,57,18,235,198,213,57,107,107,126,26,60,44,218,71,40,181,228,171,109,43,205,162,206,44,56,232,56,185,8,62,141,254,177,56,43,183,110,87,115,187,251,215,224,4,78,215,217,154,161,91,75,191,158,228,25,203,215,4,157,143,226,168,45,239,57,18,235,198,213,57,107,107,126,26,60,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,6,238,66,0,91,234,69,49,152,45,53,147,56,216,148,102,198,30,141,52,209,165,89,166,91,161,214,40,89,240,8,173,7,235,38,109,202,3,202,169,106,24,30,28,26,115,132,140,192,97,39,53,83,138,138,160,230,164,115,3,135,17,121,241,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,27,150,64,37,118,227,217,96,128,53,18,252,244,47,1,71,25,161,11,61,199,117,28,220,207,11,92,168,20,183,46,23,32,187,172,82,222,206,92,229,128,91,197,220,3,244,224,209,134,142,185,252,179,90,0,218,130,62,41,218,230,159,54,219,40,227,43,227,116,9,113,227,76,159,124,71,178,47,234,171,173,33,92,53,212,100,83,88,200,4,115,229,166,238,61,4,7,141,246,222,217,157,34,36,129,202,10,233,48,44,35,174,247,26,50,218,157,131,187,95,247,149,194,33,183,103,10,128,45,0,202,51,27,83,85,53,47,164,230,16,255,140,250,106,209,28,62,65,46,50,246,226,190,81,142,30,204,224,72,197,46,8,206,42,130,234,229,223,44,126,84,140,86,87,250,203,169,70,238,147,247,239,45,23,180,62,157,120,143,255,88,239,1,212,254,89,214,122,119,222,98,214,133,104,118,17,143,173,89,70,238,13,249,157,98,108,240,159,173,98,58,166,222,238,2,172,199,237,93,198,51,102,191,35,223,63,79,209,124,112,218,239,59,156,67,10,62,2,158,107,140,88,109,219,152,47,23,40,44,46,147,100,46,158,206,219,149,203,62,24,236,83,40,155,166,188,185,75,116,254,105,206,216,60,125,146,63,204,32,7,227,174,121,145,95,162,86,225,61,96,50,208,46,200,40,217,18,161,125,238,233,200,251,222,60,1,74,243,42,140,15,46,255,65,115,247,116,155,95,9,49,214,58,30,102,31,134,37,22,132,67,244,72,50,51,158,212,41,55,246,157,123,25,234,239,243,20,153,69,61,42,4,87,91,176,23,200,116,98,50,146,28,252,185,175,94,16,243,243,236,111,142,124,109,11,252,118,131,76,65,36,14,93,1,137,111,79,32,108,203,78,202,149,55,230,207,36,4,159,216,237,72,181,251,225,50,4,114,192,159,234,248,59,50,205,229,46,166,90,185,42,25,230,72,30,71,180,21,102,127,42,116,32,67,105,124,148,69,29,96,241,159,41,147,2,158,50,111,119,70,140,47,30,41,194,13,179,242,39,103,17,184,84,107,76,148,88,245,57,62,43,217,195,97,222,239,203,238,152,104,149,5,147,97,242,53,29,238,146,103,130,161,120,156,6,249,214,141,43,131,192,207,40,111,250,87,223,133,246,69,53,200,202,20,168,107,134,208,235,202,44,241,211,187,229,200,169,208,124,55,182,140,132,178,44,129,239,185,99,179,156,202,9,105,212,27,244,46,160,100,102,252,129,62,182,207,141,213,176,51,32,164,42,38,217,239,35,3,75,69,254,80,63,154,139,156,130,92,57,53,227,155,50,6,226,84,238,139,179,199,30,137,149,215,249,235,182,169,7,167,210,48,196,228,111,99,199,180,77,115,136,179,48,63,81,66,51,249,21,155,189,95,233,198,247,238,180,2,225,49,35,3,75,69,254,80,63,154,139,156,130,92,57,53,227,155,50,6,226,84,238,139,179,199,30,137,149,215,249,235,182,169,7,167,210,48,196,228,111,99,199,180,77,115,136,179,48,63,81,66,51,249,21,155,189,95,233,198,247,238,180,2,225,49,35,3,75,69,254,80,63,154,139,156,130,92,57,53,227,155,50,6,226,84,238,139,179,199,30,137,149,215,249,235,182,169,7,167,210,48,196,228,111,99,199,180,77,115,136,179,48,63,81,66,51,249,21,155,189,95,233,198,247,238,180,2,225,49,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,28,76,96,71,201,239,194,34,53,203,239,140,160,32,247,252,153,252,129,163,254,2,36,99,53,49,19,99,25,127,109,233,47,56,16,43,69,64,254,59,169,105,255,41,220,147,252,250,10,168,255,67,103,170,183,40,189,250,34,220,73,249,35,186,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,22,43,175,183,246,137,243,179,171,247,59,148,36,78,107,159,174,12,86,177,248,215,245,159,186,101,187,83,15,177,215,175,18,85,105,184,117,159,7,39,53,141,122,173,38,77,57,104,55,195,243,24,84,33,129,144,41,69,191,126,183,24,161,207,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,25,39,217,10,99,167,46,153,111,107,239,32,149,77,189,56,38,166,158,251,55,30,114,128,153,85,174,123,84,200,8,180,11,62,86,145,163,22,155,163,9,212,137,137,140,180,168,33,13,174,178,113,253,67,7,142,238,229,104,36,190,90,170,110,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,47,179,161,101,252,146,165,164,27,74,173,82,163,94,172,229,104,87,148,199,16,130,122,79,91,44,43,86,43,215,136,86,17,218,249,193,255,39,167,15,201,80,81,4,177,242,8,175,112,138,92,156,34,31,253,139,133,155,120,103,152,65,35,167,44,93,85,79,59,27,44,188,255,88,7,254,49,88,230,202,205,211,237,64,167,6,215,241,153,82,4,214,188,215,223,112,24,79,218,48,21,193,33,86,103,183,19,136,240,46,141,192,125,197,20,80,11,140,20,44,145,122,133,92,13,59,85,73,45,179,58,234,252,143,58,251,42,14,165,38,147,249,24,123,58,201,138,208,55,113,208,223,138,190,247,155,149,204,63,203,38,45,231,43,239,204,138,248,92,53,226,204,51,144,149,169,56,23,184,64,182,108,46,205,231,251,149,189,209,151,111,123,40,209,40,242,198,143,207,227,46,178,0,201,246,141,113,237,61,177,27,52,178,173,13,157,100,108,153,203,0,98,141,2,26,218,162,107,76,59,121,205,0,64,149,155,140,89,226,94,40,89,237,188,62,189,189,173,106,146,241,193,168,57,98,253,8,144,224,181,193,248,59,231,75,158,169,3,142,40,16,107,114,166,90,143,52,122,54,22,188,40,138,159,74,230,192,74,28,40,114,6,104,209,123,146,204,131,79,70,91,223,17,230,142,135,193,85,132,207,190,152,125,53,136,9,133,180,77,149,10,226,243,119,234,98,137,49,117,27,197,27,144,176,233,236,211,148,51,202,31,72,130,160,191,192,84,162,164,228,231,137,33,240,149,164,36,171,184,86,206,245,76,90,34,161,173,184,249,218,33,1,29,149,245,76,215,176,215,61,27,103,135,82,7,18,119,242,8,76,248,113,161,252,106,45,139,148,107,156,134,210,174,159,1,173,194,128,76,180,83,245,208,169,197,173,43,53,64,133,157,172,168,32,217,51,169,121,76,123,194,65,120,9,39,64,219,64,29,93,97,21,26,6,38,210,101,135,27,94,145,31,245,70,128,67,103,227,179,77,225,165,90,105,204,216,103,97,40,191,143,74,207,23,152,234,191,203,225,64,1,202,27,111,109,102,194,24,56,44,231,173,29,2,153,46,131,132,238,205,102,82,234,27,96,25,218,235,131,49,2,230,44,235,165,116,195,191,56,193,22,141,185,105,11,182,101,54,247,186,30,233,156,19,189,244,130,48,41,151,215,40,136,244,26,248,250,55,124,42,131,161,214,25,120,212,233,84,53,116,191,69,207,189,172,147,194,188,251,126,229,26,44,240,93,1,31,162,51,60,20,101,132,123,241,88,251,45,136,250,237,154,181,91,136,20,248,29,95,139,229,43,200,145,144,115,10,123,22,69,234,83,40,83,215,247,146,36,108,102,33,80,185,24,72,140,140,233,180,249,213,78,170,161,71,201,73,57,117,174,26,67,23,222,124,231,77,142,40,196,199,245,48,143,148,118,85,75,198,50,137,125,49,93,115,16,75,33,23,143,84,207,20,230,190,3,214,146,66,87,118,46,87,101,144,78,215,119,103,91,168,212,227,63,85,246,107,185,152,96,164,122,238,186,6,1,1,109,72,210,31,21,121,26,67,244,50,0,61,129,255,46,38,86,251,5,100,96,86,47,44,33,131,120,179,70,7,40,24,234,107,148,100,39,100,182,245,104,14,55,192,212,21,23,22,188,120,159,66,79,191,58,196,140,127,44,203,229,31,231,80,136,135,188,246,239,87,244,168,187,235,188,57,95,249,249,39,84,28,99,243,2,105,75,228,155,97,43,121,207,11,171,187,135,71,31,227,139,202,203,147,209,245,90,207,236,188,47,210,230,144,178,207,136,10,167,81,253,137,130,11,137,33,216,123,235,209,19,44,91,220,106,161,147,152,181,58,243,109,4,97,164,63,4,201,202,132,198,176,102,89,102,152,86,9,20,3,32,46,115,84,70,249,87,83,124,205,90,255,52,41,242,123,206,149,135,214,36,52,221,233,112,81,22,79,47,45,28,233,78,25,177,132,142,28,228,226,80,88,230,54,18,164,127,82,159,70,218,123,70,87,63,217,141,159,201,78,14,20,248,22,28,142,154,1,6,211,238,194,224,211,35,70,15,235,16,151,11,15,59,115,72,31,139,2,253,86,197,63,6,26,46,227,116,118,170,8,161,22,8,193,85,23,74,176,228,113,68,88,132,147,97,139,99,220,77,67,228,90,134,32,64,12,234,215,255,54,255,231,168,54,114,117,73,185,73,115,114,249,108,219,12,19,106,211,174,175,92,190,64,112,55,253,106,43,125,235,38,235,201,82,252,72,119,233,222,195,7,148,255,215,243,221,138,78,254,226,221,8,19,25,25,156,8,22,90,36,35,212,172,115,166,251,222,239,205,58,140,193,19,215,1,6,165,198,95,172,106,98,19,184,3,4,103,37,112,9,116,22,195,69,124,209,22,74,181,236,225,151,0,1,90,88,32,137,211,29,63,151,86,201,140,255,75,119,50,63,38,249,123,19,215,138,126,109,250,221,38,196,191,173,166,48,92,224,123,233,64,133,208,209,213,27,5,55,18,176,2,201,193,100,177,23,52,94,55,63,90,183,55,20,57,11,152,172,65,205,104,198,186,75,244,138,186,100,172,239,164,164,241,240,135,201,96,32,133,89,94,81,72,117,155,209,87,194,48,11,3,112,227,203,220,232,252,144,173,195,158,222,105,91,147,15,46,46,236,38,80,64,18,126,230,216,188,74,242,207,87,135,72,254,221,48,242,249,179,168,107,123,140,159,111,159,223,144,242,72,83,9,106,232,236,80,13,66,187,12,249,78,229,125,106,161,16,178,200,162,102,106,132,162,153,196,172,218,23,204,162,114,179,45,50,104,42,38,14,194,151,176,225,232,42,131,24,71,19,242,127,216,247,2,86,159,37,161,171,43,87,201,194,215,244,40,86,208,115,30,125,155,228,173,12,216,43,76,224,200,90,105,123,66,253,172,148,140,147,134,209,148,225,119,241,217,43,26,39,134,155,169,65,182,29,56,176,191,152,146,37,223,186,133,227,215,35,26,63,92,10,18,245,24,184,73,100,207,156,31,137,9,94,209,131,159,221,200,91,164,11,73,100,243,91,118,123,87,83,165,224,122,4,141,123,237,246,8,117,215,203,4,74,167,175,118,170,120,55,83,196,251,10,239,30,226,37,61,129,56,219,106,118,87,188,194,244,131,94,122,216,234,20,38,110,228,150,209,57,78,100,213,222,243,188,172,5,195,69,179,236,33,3,174,114,4,114,182,99,140,79,14,30,8,248,38,174,115,83,193,68,176,41,127,188,38,69,21,118,34,116,47,8,172,134,106,198,33,220,53,71,193,94,232,219,207,100,30,41,188,224,80,135,85,82,74,184,156,17,147,208,221,2,123,241,255,228,186,140,57,152,114,6,241,84,5,174,141,202,5,152,155,2,192,54,70,129,41,52,34,234,219,106,66,178,205,138,27,117,68,211,118,236,171,255,225,29,250,177,153,148,46,119,41,5,121,83,117,76,110,203,244,159,214,109,252,191,72,30,24,234,146,169,130,233,62,183,143,20,9,95,82,37,5,7,213,24,187,254,174,21,40,166,141,30,152,230,20,197,186,82,84,15,216,28,9,151,16,168,232,196,112,119,187,62,31,255,215,206,114,249,75,187,132,46,176,43,216,233,20,185,29,92,167,141,180,252,77,27,166,32,253,169,122,122,249,159,28,32,178,103,175,167,211,178,143,23,163,151,209,206,207,102,140,159,58,138,247,89,97,132,44,224,18,56,90,140,165,183,3,224,26,8,50,70,61,197,189,72,48,221,15,115,192,105,10,59,127,89,116,15,2,113,71,60,155,31,164,200,156,174,21,23,9,155,244,173,181,18,231,99,245,0,119,1,38,219,115,3,155,252,183,235,137,70,162,240,14,106,38,69,188,246,1,128,54,31,73,126,27,114,133,118,180,69,163,25,39,110,62,22,89,212,207,52,94,181,40,44,238,6,76,241,95,196,8,144,221,29,237,102,37,152,199,254,231,73,38,107,216,9,234,36,117,150,88,90,89,137,87,103,149,38,60,59,81,246,37,171,62,190,54,154,162,15,63,120,116,104,201,112,139,51,28,114,235,124,148,175,32,116,85,109,165,209,26,248,92,120,23,224,153,191,151,202,176,66,65,192,14,177,127,189,84,34,52,69,59,228,88,172,174,98,89,174,34,208,159,207,132,12,23,224,153,191,151,202,176,66,65,192,14,177,127,189,84,34,52,69,59,228,88,172,174,98,89,174,34,208,159,207,132,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,54,231,26,58,211,62,253,168,68,255,58,37,93,252,57,103,232,246,5,185,26,141,1,3,204,135,243,40,111,223,106,12,54,231,26,58,211,62,253,168,68,255,58,37,93,252,57,103,232,246,5,185,26,141,1,3,204,135,243,40,111,223,106,45,38,164,249,211,102,249,252,208,74,178,56,176,110,37,69,206,129,107,107,201,168,159,90,58,185,159,152,231,11,68,246,45,38,164,249,211,102,249,252,208,74,178,56,176,110,37,69,206,129,107,107,201,168,159,90,58,185,159,152,231,11,68,246,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,77,18,122,227,171,185,126,126,247,251,142,76,92,221,130,141,210,234,170,148,190,160,133,242,220,101,157,68,168,230,255,44,80,78,210,53,131,120,84,97,156,139,79,203,139,25,108,15,48,233,27,56,178,239,236,159,128,90,93,189,48,246,160,0,14,101,239,146,93,112,164,176,36,98,235,160,138,182,239,26,57,79,172,22,99,7,210,38,70,206,97,99,197,209,88,0,14,101,239,146,93,112,164,176,36,98,235,160,138,182,239,26,57,79,172,22,99,7,210,38,70,206,97,99,197,209,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,77,148,23,195,216,99,249,122,234,7,145,92,74,154,158,213,247,157,143,35,24,217,149,28,110,98,238,41,15,51,187,41,53,163,3,24,91,94,128,206,199,70,96,31,240,222,49,229,100,79,144,253,181,73,9,85,206,144,3,142,117,175,110,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,206,43,91,230,201,173,89,84,8,19,123,241,125,10,128,36,15,241,90,165,179,144,47,6,126,224,116,105,86,242,73,40,230,106,245,243,127,101,25,177,84,142,179,179,231,156,240,200,32,181,251,85,158,150,96,159,196,137,44,225,252,232,57,47,69,64,180,175,211,122,25,167,114,194,59,70,163,199,79,49,248,138,238,30,27,36,204,95,89,69,56,190,29,72,104,41,192,38,119,5,45,174,84,96,92,53,6,144,63,197,226,144,76,128,128,89,30,4,112,99,35,125,173,185,27,18,187,9,243,66,134,154,217,230,163,176,68,17,128,18,122,191,42,129,115,78,217,4,179,111,155,227,54,200,209,127,243,93,228,7,215,236,126,222,247,63,39,216,127,115,219,12,249,176,184,58,149,168,188,15,164,204,199,38,173,89,14,77,74,174,126,39,4,218,219,21,97,149,143,168,145,86,221,191,1,78,101,235,143,234,222,59,247,72,221,10,250,28,7,115,28,21,100,37,87,183,180,168,179,1,142,69,11,14,104,66,69,69,197,47,15,6,180,210,74,142,148,133,182,222,39,175,224,62,233,19,25,2,152,68,50,173,154,230,165,79,212,192,17,121,87,124,33,16,47,206,105,1,228,183,221,252,19,128,172,159,164,5,102,51,127,45,43,101,204,159,143,152,212,33,27,99,158,148,78,195,41,153,139,117,118,182,148,49,96,119,222,124,6,29,216,239,175,235,64,187,4,183,124,58,64,107,49,175,169,73,230,131,193,184,85,20,9,14,80,193,87,190,153,175,155,34,107,172,34,48,253,139,246,130,255,225,131,9,95,81,151,115,217,124,170,108,249,236,228,237,248,58,204,45,83,77,151,26,84,30,100,46,218,168,76,17,102,171,136,62,234,242,61,121,89,91,219,177,15,109,55,186,114,131,154,69,11,139,222,42,210,129,131,79,37,38,171,6,55,253,183,40,50,221,69,181,137,24,161,243,245,214,34,140,100,201,97,3,165,85,206,26,125,184,243,169,165,17,44,231,152,249,242,68,164,72,1,238,137,69,179,43,140,46,180,57,193,11,126,172,255,61,100,23,110,194,101,16,130,148,181,121,28,23,140,11,229,99,157,56,163,82,72,241,197,205,189,96,142,163,248,139,203,242,65,5,17,206,47,162,212,95,166,4,129,11,122,235,205,176,236,99,182,99,129,87,88,243,200,229,168,196,190,142,145,231,88,9,34,175,72,84,172,241,52,132,16,163,181,173,160,137,228,193,94,25,9,61,16,43,132,108,130,89,125,189,91,43,143,15,95,109,218,1,53,37,75,209,53,70,188,148,176,63,140,144,110,233,239,113,146,133,247,12,79,245,244,197,214,233,220,8,73,247,105,41,248,57,49,104,45,248,206,76,29,76,138,133,154,233,81,253,140,243,72,72,19,110,212,18,160,191,214,37,17,254,128,193,228,188,144,213,73,215,218,72,173,195,81,204,93,222,248,82,246,240,153,99,146,237,112,217,5,250,156,14,228,163,186,237,82,48,82,131,100,69,2,201,174,45,128,227,63,56,171,12,254,108,65,225,58,252,111,116,114,242,113,18,72,32,34,97,60,198,135,45,90,145,112,231,99,247,96,215,197,4,245,46,145,93,127,64,12,127,86,72,32,136,35,46,222,183,166,33,121,0,116,103,66,157,255,89,151,36,76,98,16,94,94,155,132,99,40,188,138,102,31,247,29,61,64,18,46,110,249,14,53,88,20,112,124,194,248,70,237,4,249,92,16,223,92,90,155,40,241,114,205,223,16,226,232,209,198,22,52,123,139,46,123,27,138,32,49,73,181,85,232,90,8,128,165,92,122,134,168,124,94,1,15,168,174,29,9,153,50,15,13,136,203,64,141,51,69,89,131,84,112,230,179,120,116,52,7,193,143,21,77,217,8,235,28,131,184,9,50,220,57,13,199,69,174,221,77,172,238,14,137,53,113,223,60,11,101,3,76,91,96,29,137,7,254,48,112,115,11,254,27,183,212,11,11,81,77,52,191,164,96,58,139,76,28,233,214,87,17,23,12,137,13,220,248,73,230,53,54,220,255,94,246,201,125,23,205,34,246,134,164,71,156,153,134,252,76,106,215,160,130,42,168,181,65,81,216,41,250,175,38,87,76,148,84,235,96,18,56,63,149,165,24,148,138,37,41,204,150,141,82,173,88,3,234,22,2,29,59,108,235,192,92,34,166,88,77,87,85,8,34,116,184,189,235,39,180,223,222,129,53,193,88,167,109,51,254,223,108,199,34,228,60,113,226,241,217,254,73,112,153,24,22,50,67,176,194,0,135,201,12,60,111,186,240,134,156,149,3,192,126,179,18,241,63,42,141,65,128,158,35,14,198,28,142,64,62,8,175,199,64,111,135,197,145,125,148,70,166,41,20,2,122,211,142,141,52,111,34,159,193,226,25,24,179,26,32,169,223,82,44,5,162,254,246,160,88,54,240,128,200,253,230,11,14,3,41,46,45,173,161,161,54,7,232,29,254,27,183,255,147,64,137,169,77,159,118,101,49,142,54,158,251,60,138,82,126,92,98,174,99,38,84,216,75,228,48,161,186,29,59,59,233,194,20,142,46,151,222,192,189,179,233,64,34,173,103,249,184,183,20,24,155,210,240,139,64,62,13,254,59,11,89,221,119,167,43,171,145,31,66,130,30,94,206,181,250,198,135,20,30,45,66,112,234,237,39,31,58,192,46,181,2,32,215,237,55,73,109,140,177,93,227,214,32,169,110,66,117,255,233,232,90,209,239,245,174,128,131,183,254,81,65,102,228,37,112,5,182,137,151,243,73,123,175,119,36,110,207,107,244,201,38,210,48,37,157,51,164,102,79,192,31,246,159,180,225,32,173,30,109,173,22,248,228,203,253,2,132,42,75,245,73,209,186,26,35,20,119,179,254,110,47,102,205,116,238,99,120,25,146,58,47,159,139,132,225,160,240,23,214,122,203,3,107,203,102,54,177,15,198,94,161,68,216,88,176,185,108,37,144,7,157,18,98,105,224,53,74,26,77,209,197,154,216,72,40,165,22,129,117,223,86,8,142,128,154,153,246,148,156,93,124,12,215,145,188,160,23,138,157,159,128,159,151,180,250,140,104,125,59,243,16,176,101,33,90,85,166,156,134,201,231,142,84,7,27,240,167,12,208,155,13,80,116,42,51,243,18,86,165,150,170,1,164,83,72,100,41,236,185,89,152,149,87,140,75,24,254,239,186,20,226,147,232,104,157,86,46,247,38,33,22,144,95,166,122,254,177,158,25,4,251,133,236,121,218,7,216,28,163,198,140,65,165,245,20,254,38,4,42,91,142,45,98,199,243,202,166,192,229,200,46,56,181,80,157,212,121,79,242,9,145,101,246,17,21,101,172,3,167,175,119,2,151,175,106,93,114,245,50,138,130,126,142,108,133,146,68,135,242,81,108,1,18,34,241,56,208,152,102,97,173,8,35,160,241,247,181,179,67,185,96,27,190,82,151,124,64,163,31,88,115,110,18,20,220,173,194,15,30,113,253,12,41,48,73,6,200,98,205,11,248,122,52,31,109,162,154,235,253,31,225,117,180,198,112,38,11,23,239,109,126,106,208,220,215,72,107,61,110,160,47,178,240,159,105,158,137,254,68,142,177,218,84,41,28,243,67,6,194,34,151,212,73,92,191,172,233,194,58,75,203,151,100,236,215,213,138,57,98,49,135,51,102,67,51,225,51,217,130,43,217,39,18,38,227,212,222,169,230,184,47,214,38,205,118,67,18,166,148,253,166,235,155,232,38,38,229,135,98,137,199,17,194,169,97,61,192,232,151,126,70,39,20,87,131,253,194,1,135,80,208,91,9,216,143,220,159,189,6,191,196,184,245,25,122,114,239,185,177,10,237,219,82,103,179,65,34,158,243,155,234,27,95,127,78,65,246,130,171,235,213,150,30,108,22,44,179,134,183,144,16,175,92,74,243,5,208,23,62,83,232,84,71,198,25,185,24,99,228,188,36,137,104,252,205,43,165,9,205,24,90,171,252,198,246,129,84,163,38,89,48,96,204,240,40,236,143,134,98,136,189,227,22,210,169,232,109,61,127,2,16,120,251,159,80,139,55,154,217,115,106,174,185,189,86,120,137,237,22,129,245,112,136,120,154,90,212,91,50,233,235,29,123,189,222,108,225,17,9,46,254,190,2,78,187,182,26,197,52,176,28,1,9,245,251,102,140,156,137,88,220,28,127,22,230,14,155,163,135,43,168,153,62,245,75,225,239,205,47,227,229,27,235,196,249,218,39,143,135,144,81,205,36,10,153,34,84,170,175,199,58,49,132,126,186,77,218,64,96,122,33,114,31,18,98,10,144,21,134,246,92,150,138,195,165,135,175,0,135,66,62,137,166,151,9,233,245,43,140,29,84,1,178,251,96,99,157,21,31,92,60,138,83,49,196,234,173,103,131,22,230,14,155,163,135,43,168,153,62,245,75,225,239,205,47,227,229,27,235,196,249,218,39,143,135,144,81,205,36,10,153,34,84,170,175,199,58,49,132,126,186,77,218,64,96,122,33,114,31,18,98,10,144,21,134,246,92,150,138,195,165,135,175,0,135,66,62,137,166,151,9,233,245,43,140,29,84,1,178,251,96,99,157,21,31,92,60,138,83,49,196,234,173,103,131,22,230,14,155,163,135,43,168,153,62,245,75,225,239,205,47,227,229,27,235,196,249,218,39,143,135,144,81,205,36,10,153,34,84,170,175,199,58,49,132,126,186,77,218,64,96,122,33,114,31,18,98,10,144,21,134,246,92,150,138,195,165,135,175,0,135,66,62,137,166,151,9,233,245,43,140,29,84,1,178,251,96,99,157,21,31,92,60,138,83,49,196,234,173,103,131,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,39,253,218,149,15,249,9,161,233,105,34,87,168,117,20,108,17,22,182,50,218,148,183,241,103,189,239,239,242,242,7,67,25,156,38,57,142,61,51,232,140,80,75,240,139,59,248,197,219,80,210,31,248,200,113,183,192,222,58,55,99,158,120,27,31,13,103,57,180,31,30,152,218,201,204,246,32,56,249,50,60,208,65,0,113,135,72,178,129,249,144,206,217,221,139,244,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,18,236,175,87,17,4,252,107,246,18,28,59,159,127,57,103,54,80,137,109,111,237,189,238,226,230,23,119,104,144,225,28,20,231,236,22,165,244,33,119,125,32,209,104,223,213,159,213,130,41,242,34,248,205,167,207,207,16,196,210,137,180,18,235,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,29,242,36,96,141,140,134,208,54,130,122,250,71,59,224,63,7,3,18,77,118,118,81,118,226,254,179,4,94,187,95,30,41,198,151,123,27,185,151,250,128,187,24,11,92,4,196,171,242,207,194,242,157,99,240,129,65,208,15,214,51,103,152,181,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,37,15,41,133,113,253,243,206,26,51,18,34,134,123,52,15,193,8,106,224,99,100,134,195,161,69,25,104,255,174,45,32,15,145,125,175,133,151,47,121,30,225,193,91,124,170,171,146,122,241,99,15,231,29,11,5,43,231,116,193,152,99,48,98,24,117,200,88,181,108,27,153,209,34,184,161,79,106,173,8,17,202,37,242,199,108,102,102,231,26,147,172,109,86,179,194,30,192,52,150,217,162,89,98,115,142,168,162,0,218,206,185,0,190,174,41,29,102,150,7,100,22,4,227,236,54,216,23,47,217,241,57,30,1,42,193,71,192,32,84,212,249,70,214,73,114,146,90,201,82,78,178,80,173,21,191,42,205,82,121,38,27,108,1,185,163,38,191,152,241,71,157,113,90,170,102,181,194,93,195,78,54,64,126,41,76,112,90,68,30,247,237,43,116,151,112,23,99,131,132,221,99,7,178,162,25,177,67,14,187,233,133,219,239,221,13,168,232,207,130,205,44,27,235],"hex_proof":"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","transcript_type":"EVM","split":null,"pretty_public_inputs":{"rescaled_inputs":[],"inputs":[],"processed_inputs":[],"processed_params":[],"processed_outputs":[],"rescaled_outputs":[["0","0","0","0"]],"outputs":[["0x0000000000000000000000000000000000000000000000000000000000000000","0x0000000000000000000000000000000000000000000000000000000000000000","0x0000000000000000000000000000000000000000000000000000000000000000","0x0000000000000000000000000000000000000000000000000000000000000000"]]},"timestamp":1741304351531,"commitment":"KZG","version":"source - no compatibility guaranteed"} \ No newline at end of file +{"protocol":null,"instances":[["0000000000000000000000000000000000000000000000000000000000000000","0000000000000000000000000000000000000000000000000000000000000000","0000000000000000000000000000000000000000000000000000000000000000","0000000000000000000000000000000000000000000000000000000000000000"]],"proof":[15,93,105,242,214,73,33,182,25,130,146,63,102,9,135,127,41,25,143,77,22,41,120,129,144,31,31,205,250,213,35,109,35,3,143,176,214,90,138,182,141,155,81,238,147,177,72,216,114,60,217,219,49,178,204,161,57,101,49,46,176,204,227,100,18,188,186,238,13,221,82,155,114,108,250,206,216,41,58,7,37,11,161,130,113,35,29,164,181,70,124,175,135,120,162,176,32,151,198,187,46,241,151,89,47,105,167,141,143,136,110,226,37,250,83,128,104,86,69,112,207,130,173,98,165,106,79,96,31,186,146,117,210,87,205,210,42,132,10,177,98,221,196,124,112,180,90,112,81,28,132,173,139,201,167,100,161,154,91,79,3,174,169,70,205,246,105,73,74,99,85,80,187,179,218,118,24,8,148,219,117,92,13,164,49,34,223,11,227,112,190,183,19,43,183,20,184,6,23,154,208,90,6,1,0,65,200,18,142,209,183,118,65,80,81,121,61,92,47,86,113,80,1,176,21,187,154,98,45,162,168,122,184,214,8,129,36,135,191,105,86,130,35,150,101,41,2,215,38,104,151,145,170,87,180,204,7,235,227,144,188,207,83,237,42,72,7,231,46,1,33,117,177,214,144,13,96,191,96,87,161,66,206,145,19,157,128,201,17,208,35,247,11,111,12,46,46,213,139,182,237,21,147,204,1,104,31,48,39,0,157,193,167,194,38,158,63,149,185,153,42,14,248,96,40,51,75,98,255,205,254,13,178,181,81,4,120,229,187,154,43,17,122,195,17,116,60,152,7,120,98,168,25,33,29,37,119,95,214,55,138,41,25,98,142,16,74,25,101,54,55,44,16,117,85,232,159,80,104,96,84,230,247,19,12,122,8,60,143,35,180,47,224,199,55,17,79,88,117,125,92,127,1,130,154,18,205,3,250,44,47,153,125,109,166,231,3,139,164,148,21,39,60,119,85,168,89,17,53,126,196,152,204,230,9,124,139,236,76,22,79,88,167,64,68,205,122,131,19,19,197,32,21,175,57,239,102,64,76,37,246,192,86,57,2,120,152,103,86,169,19,73,244,250,143,162,173,168,97,125,1,131,7,29,25,35,218,78,142,12,143,133,149,242,192,253,29,66,207,238,154,98,17,232,46,244,84,178,119,136,239,93,45,25,109,128,222,73,32,47,139,114,182,112,23,64,112,61,173,235,51,81,33,132,135,222,4,154,72,150,255,111,87,200,16,211,220,32,160,178,39,211,217,107,0,184,121,7,152,197,193,35,72,151,94,164,131,177,223,226,148,181,133,205,176,229,10,80,38,76,26,42,193,222,50,247,110,23,122,128,16,101,137,133,64,119,117,86,87,230,254,138,139,23,229,51,93,124,9,117,43,119,152,32,249,188,247,39,21,151,9,221,215,226,214,49,187,153,139,83,49,211,154,247,179,222,254,68,247,252,6,37,176,166,178,229,151,114,212,33,32,12,84,98,149,230,53,136,85,201,31,176,251,99,150,199,58,238,38,162,7,251,18,211,111,14,98,79,32,96,189,227,201,68,253,179,18,58,0,83,166,213,85,189,246,109,160,87,103,26,55,49,3,102,24,84,246,125,224,182,208,60,89,228,192,129,85,204,226,85,242,241,88,119,134,139,3,231,97,79,96,45,136,117,173,85,15,64,61,10,107,198,245,109,236,255,11,142,77,190,94,240,134,123,238,162,25,234,64,77,134,28,93,110,102,153,22,251,20,174,147,204,96,175,137,7,30,174,143,136,128,178,51,143,117,169,168,199,69,98,170,130,172,244,147,177,21,43,165,116,18,85,169,188,12,77,141,202,141,67,52,176,20,156,17,173,29,78,82,27,57,74,110,114,56,56,204,78,144,96,206,189,8,140,186,178,8,246,5,23,218,136,73,43,248,192,237,254,133,99,95,108,113,147,244,195,77,121,39,229,124,217,78,166,14,19,228,220,195,181,88,104,98,81,171,160,66,91,29,186,137,94,153,156,0,200,168,28,154,142,254,24,88,11,131,167,44,245,88,44,67,55,228,80,243,106,188,186,149,131,234,83,70,49,166,204,134,53,86,193,254,66,37,158,35,105,122,103,35,253,246,166,248,11,200,174,16,161,228,182,168,95,194,7,20,169,83,145,144,99,62,47,123,136,0,164,135,85,57,62,14,250,182,181,121,164,222,120,145,155,165,123,217,221,109,165,161,84,172,57,69,200,152,129,148,95,233,41,60,193,118,196,24,252,182,95,204,103,96,58,115,217,180,12,94,228,77,20,95,117,58,77,247,95,35,19,201,188,25,119,51,156,129,159,0,181,106,48,253,230,200,164,28,113,146,166,210,3,235,159,153,214,161,14,79,203,154,127,109,113,93,62,35,193,152,152,16,201,92,4,241,241,121,36,39,103,225,221,112,55,135,255,174,248,20,102,216,65,210,125,19,106,6,246,123,179,44,136,12,200,134,90,110,180,233,49,92,21,239,195,122,131,23,133,174,180,37,33,105,240,120,184,212,61,175,66,222,99,199,176,40,165,140,166,50,157,107,196,222,233,116,166,222,196,197,247,168,157,30,132,176,90,178,124,171,248,1,36,173,100,31,67,3,8,94,206,148,12,241,50,238,169,23,214,125,61,9,185,194,174,149,209,15,207,29,199,236,49,182,127,203,42,153,79,8,1,240,70,30,212,249,0,144,203,28,211,27,59,73,108,89,144,42,243,208,37,219,164,63,248,56,164,151,185,145,4,23,111,174,16,239,157,93,252,76,13,242,59,240,133,110,35,211,133,119,90,241,73,86,216,108,248,247,222,51,139,40,232,9,107,4,148,45,197,154,90,80,19,142,24,122,235,145,47,176,97,167,113,8,158,109,28,77,249,235,121,174,250,78,174,47,127,233,224,92,102,250,16,26,227,194,218,175,87,245,74,125,70,186,199,107,110,47,156,220,220,235,6,18,113,101,243,16,241,167,117,155,196,235,163,116,196,65,120,159,72,136,58,133,78,70,31,229,164,132,217,42,2,227,137,214,159,222,45,29,9,120,250,115,31,173,46,113,252,184,9,234,244,85,44,143,83,6,117,249,77,119,168,169,141,131,202,8,94,32,165,12,19,175,178,114,120,121,120,165,217,62,8,180,205,170,41,139,140,211,84,23,115,211,241,227,231,133,31,243,23,216,199,47,226,83,129,227,51,100,44,236,23,45,126,5,38,233,2,131,178,33,166,231,11,30,51,34,68,224,3,139,188,103,212,19,170,80,73,156,35,93,4,129,144,223,69,227,119,180,15,155,168,135,39,222,136,61,19,134,183,229,33,186,46,211,232,37,157,197,69,226,127,144,110,157,145,10,135,134,140,194,31,67,13,116,98,47,168,194,181,8,224,65,20,146,159,154,150,33,144,147,174,1,153,201,62,26,114,92,19,36,91,245,62,97,8,23,105,11,111,150,11,234,173,17,20,72,17,56,2,18,118,62,100,52,23,118,216,174,52,137,45,209,189,172,145,250,95,242,179,77,167,11,31,232,236,53,55,247,75,201,214,17,14,93,141,9,107,135,102,101,104,79,112,85,122,233,227,246,170,170,232,27,28,50,53,19,248,53,228,46,82,232,80,5,54,92,27,78,222,98,254,189,49,160,78,113,189,226,38,63,234,123,136,142,209,251,115,41,75,3,54,210,148,228,18,0,159,144,222,95,242,243,39,237,37,248,167,125,209,47,80,72,38,158,221,14,173,159,126,96,246,56,32,224,96,54,36,11,110,71,74,75,176,166,112,137,178,189,180,131,116,2,128,210,41,173,246,41,86,106,232,82,148,208,61,190,108,206,82,32,208,110,80,8,117,96,248,156,130,252,124,161,16,34,154,29,43,151,89,208,37,15,35,121,7,20,90,156,67,38,152,11,235,13,12,178,242,182,70,124,20,139,167,216,121,228,84,0,232,32,15,32,204,2,198,22,161,54,237,236,100,204,186,18,127,70,145,241,230,48,226,203,133,192,219,225,123,36,69,96,168,221,106,40,131,15,110,241,88,193,144,33,185,73,84,1,80,71,14,224,102,248,200,200,220,173,161,116,70,246,117,202,251,143,177,81,222,249,114,140,178,91,34,196,86,138,199,46,114,102,78,88,88,36,39,99,198,29,99,100,131,226,156,249,70,170,18,51,120,195,197,227,220,253,213,163,160,196,51,11,194,33,68,95,74,223,14,100,252,30,209,15,105,177,71,130,254,89,56,136,86,14,85,24,195,243,101,81,202,171,254,10,107,131,6,8,214,27,44,238,40,26,142,212,172,114,96,175,140,189,132,25,64,7,253,110,7,153,111,5,239,208,28,4,160,164,101,229,198,160,160,107,74,155,178,166,142,155,233,162,137,188,205,150,17,235,143,94,102,160,240,241,120,156,176,37,178,167,224,177,130,230,25,87,56,246,61,62,7,58,70,0,67,137,195,209,198,101,116,171,84,55,164,46,87,135,223,28,202,90,201,159,16,85,246,109,71,42,29,201,153,203,164,63,185,8,175,153,236,188,224,15,115,187,194,126,10,225,37,36,198,215,60,12,47,162,200,207,140,35,40,181,79,233,196,104,94,140,103,126,130,238,6,100,142,138,136,175,170,34,61,44,218,71,40,181,228,171,109,43,205,162,206,44,56,232,56,185,8,62,141,254,177,56,43,183,110,87,115,187,251,215,224,4,78,215,217,154,161,91,75,191,158,228,25,203,215,4,157,143,226,168,45,239,57,18,235,198,213,57,107,107,126,26,60,44,218,71,40,181,228,171,109,43,205,162,206,44,56,232,56,185,8,62,141,254,177,56,43,183,110,87,115,187,251,215,224,4,78,215,217,154,161,91,75,191,158,228,25,203,215,4,157,143,226,168,45,239,57,18,235,198,213,57,107,107,126,26,60,44,218,71,40,181,228,171,109,43,205,162,206,44,56,232,56,185,8,62,141,254,177,56,43,183,110,87,115,187,251,215,224,4,78,215,217,154,161,91,75,191,158,228,25,203,215,4,157,143,226,168,45,239,57,18,235,198,213,57,107,107,126,26,60,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,6,238,66,0,91,234,69,49,152,45,53,147,56,216,148,102,198,30,141,52,209,165,89,166,91,161,214,40,89,240,8,173,7,235,38,109,202,3,202,169,106,24,30,28,26,115,132,140,192,97,39,53,83,138,138,160,230,164,115,3,135,17,121,241,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,29,215,253,51,30,13,160,202,14,34,89,185,112,183,170,9,43,64,87,86,87,223,238,221,185,181,181,105,132,245,167,217,24,206,84,81,109,69,112,31,14,90,22,99,59,222,83,190,241,72,86,103,39,90,98,201,42,29,5,149,233,120,234,57,20,252,143,80,21,173,163,31,172,160,82,77,232,163,195,124,182,45,178,157,132,156,162,40,179,245,96,18,254,119,54,252,41,204,74,141,193,198,71,181,230,190,151,52,5,104,120,242,89,22,176,201,71,109,117,184,12,100,25,238,200,233,165,55,44,15,105,251,223,54,39,17,43,219,163,76,65,130,28,166,60,193,84,82,160,121,90,58,42,170,76,129,19,34,66,11,40,119,44,234,176,53,190,237,47,9,203,108,17,8,0,123,21,218,58,63,247,80,22,84,250,121,88,117,46,233,21,38,3,218,251,60,232,169,148,186,151,164,138,114,48,105,20,39,191,231,159,30,249,89,212,230,222,41,165,36,190,243,240,144,31,115,79,169,80,244,178,218,135,253,74,62,238,72,11,15,170,124,48,244,182,185,26,170,19,41,227,139,69,241,83,161,7,42,71,147,75,79,73,194,246,253,85,28,232,8,249,232,119,155,15,194,235,101,88,8,115,171,56,240,74,246,252,238,34,154,86,155,102,81,23,65,145,215,84,151,169,185,61,38,96,210,241,86,166,15,29,55,43,124,48,89,172,36,118,28,13,204,214,200,161,98,237,218,217,15,73,190,123,255,216,23,36,29,32,44,251,78,207,198,40,17,54,78,74,191,150,151,4,129,108,137,23,156,216,182,142,35,180,226,112,234,144,232,196,77,52,249,106,51,146,64,177,64,159,245,21,162,202,29,38,11,27,144,10,243,99,184,224,133,20,242,151,22,75,151,71,111,14,164,12,96,142,158,54,151,197,94,136,40,64,121,31,254,16,195,172,72,226,4,25,60,60,230,62,223,230,8,154,181,215,8,255,71,85,33,67,102,145,11,18,249,221,142,14,94,186,148,169,148,98,250,187,216,19,127,189,55,183,245,71,112,99,18,60,228,116,187,204,30,29,169,138,68,9,90,40,201,244,2,215,127,72,70,189,166,112,218,233,242,5,89,147,112,10,226,252,136,71,109,251,6,46,106,36,106,87,145,31,254,168,129,182,178,242,210,32,244,193,243,219,70,2,141,10,215,7,195,202,191,158,125,78,148,176,179,20,241,170,104,28,233,30,202,43,66,102,65,101,35,52,7,19,85,208,2,202,20,184,227,168,176,173,230,103,59,62,87,92,24,98,189,48,63,89,114,88,3,52,97,121,16,82,233,91,157,52,118,84,132,191,142,134,197,152,185,201,216,107,179,44,49,17,43,30,71,234,188,231,204,21,109,71,219,24,199,205,141,195,237,252,40,92,152,83,145,207,73,248,242,182,83,124,188,2,120,48,24,138,114,71,227,158,11,239,2,241,121,86,81,200,185,247,182,47,124,59,165,3,42,219,131,156,99,165,238,0,106,38,39,236,24,172,128,58,113,89,60,250,205,150,50,13,82,26,179,149,15,23,123,204,231,146,220,148,47,148,101,24,208,48,24,138,114,71,227,158,11,239,2,241,121,86,81,200,185,247,182,47,124,59,165,3,42,219,131,156,99,165,238,0,106,38,39,236,24,172,128,58,113,89,60,250,205,150,50,13,82,26,179,149,15,23,123,204,231,146,220,148,47,148,101,24,208,48,24,138,114,71,227,158,11,239,2,241,121,86,81,200,185,247,182,47,124,59,165,3,42,219,131,156,99,165,238,0,106,38,39,236,24,172,128,58,113,89,60,250,205,150,50,13,82,26,179,149,15,23,123,204,231,146,220,148,47,148,101,24,208,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,18,70,176,121,166,253,226,35,90,199,163,160,176,75,245,221,13,200,80,232,246,36,143,250,3,30,52,27,58,233,8,194,17,245,201,227,161,68,217,10,100,144,226,4,238,84,25,147,43,52,201,99,103,49,54,153,25,67,139,50,226,144,44,31,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,29,124,90,85,57,180,4,74,118,211,211,69,233,170,70,98,237,175,218,85,17,176,4,109,82,12,137,131,7,254,64,135,12,246,188,230,31,103,30,37,23,233,225,16,40,106,70,134,34,232,171,102,98,173,206,255,58,187,55,92,170,237,25,0,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,32,65,33,249,148,14,198,42,52,173,88,74,115,30,15,9,136,85,157,137,150,187,121,226,240,202,229,67,42,41,121,59,28,228,103,181,253,37,210,189,189,208,102,207,138,193,174,219,196,247,147,81,21,195,126,177,222,238,214,53,123,174,73,236,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,8,29,139,221,44,152,9,241,43,76,174,204,40,135,209,119,64,184,186,210,217,160,172,87,194,13,232,142,32,96,42,194,47,252,6,102,180,74,239,133,200,118,252,92,133,220,179,253,137,226,120,120,79,9,65,171,155,83,211,123,245,223,22,185,34,232,65,63,215,202,70,111,172,97,102,8,99,179,217,227,77,24,165,130,192,62,28,185,180,207,98,39,66,17,237,254,40,29,88,52,235,232,78,38,70,80,20,177,182,106,35,247,157,167,185,79,84,195,140,245,175,215,211,189,81,38,237,7,5,173,47,53,164,93,247,147,9,2,221,144,3,211,204,242,199,240,74,0,213,210,153,138,148,255,246,100,8,134,184,147,4,150,176,140,213,122,111,232,172,209,154,44,211,32,13,0,87,233,53,93,99,181,116,212,6,137,1,189,116,214,168,31,32,120,40,228,245,59,167,182,30,244,157,172,102,112,101,112,111,96,130,203,17,52,213,94,113,222,171,240,78,224,127,158,20,220,72,243,2,95,153,153,126,237,41,117,230,199,142,214,12,247,15,114,0,80,243,233,241,4,51,93,241,29,246,210,6,80,18,38,21,159,34,133,249,245,50,44,41,231,133,101,239,70,221,206,117,144,243,96,7,8,63,124,201,162,191,176,12,183,145,106,153,136,70,27,45,187,30,69,46,245,184,177,162,100,116,202,195,172,204,146,243,14,226,177,15,121,4,65,36,28,19,122,58,80,99,190,229,200,14,242,86,6,128,162,52,225,218,41,154,45,56,197,246,88,9,22,161,56,236,213,13,154,245,131,193,133,21,206,210,234,118,89,230,163,62,239,0,204,247,158,47,152,73,142,204,147,164,228,219,207,111,196,30,150,55,80,92,13,14,139,195,239,241,184,226,80,187,196,212,105,228,147,16,114,166,212,107,104,105,58,124,157,165,229,14,178,29,253,39,231,86,122,126,14,80,58,61,102,79,80,16,170,77,238,23,100,13,75,75,8,200,210,217,73,247,148,31,216,16,146,234,126,173,192,63,117,226,104,227,130,46,10,191,132,68,27,229,48,61,58,186,135,69,114,128,69,72,133,17,131,187,240,106,43,157,172,162,44,12,144,148,183,69,115,191,130,169,230,193,215,194,140,97,23,116,149,145,30,66,113,42,160,157,169,182,221,166,128,239,140,207,106,173,102,29,230,218,181,115,135,138,224,77,209,79,184,129,221,67,199,149,114,31,192,195,114,74,181,63,20,189,180,70,232,164,83,113,111,62,189,66,208,85,218,243,61,189,163,182,106,54,4,6,158,20,155,178,138,25,127,121,198,83,97,208,163,17,13,40,77,16,92,252,165,241,126,188,123,227,152,42,251,129,159,131,171,23,29,58,181,16,40,22,11,40,60,216,75,93,152,133,103,72,231,244,155,180,234,147,146,220,39,240,251,74,162,81,248,27,120,185,225,42,250,236,5,161,170,129,112,186,226,107,48,26,178,191,209,158,62,200,27,224,240,34,6,46,200,206,162,16,7,236,60,210,251,121,3,237,190,78,203,57,40,198,65,164,251,82,194,60,137,219,192,93,185,221,236,155,178,175,52,10,237,107,229,159,49,161,15,227,106,13,58,69,94,175,187,169,26,20,214,108,20,255,237,210,128,195,118,152,155,78,73,36,107,0,198,195,193,151,83,240,196,43,183,198,246,177,27,53,211,153,99,66,28,53,80,80,149,193,242,211,75,101,158,3,4,162,183,201,191,249,45,237,132,71,41,74,137,37,240,109,136,20,41,119,118,134,123,63,202,204,108,9,58,109,254,36,76,232,156,248,33,252,140,143,121,163,122,12,73,220,66,40,143,100,51,196,143,147,108,183,235,228,234,183,97,230,33,47,133,57,66,97,198,104,144,167,241,2,172,153,251,77,168,229,83,241,153,207,32,92,56,227,42,37,217,203,117,131,31,41,71,95,223,245,162,198,252,143,142,105,83,139,229,147,230,232,61,72,244,105,19,210,187,62,203,121,159,15,99,201,204,32,176,27,161,22,110,121,81,214,233,18,54,44,178,27,73,117,66,143,113,92,133,54,18,144,41,14,27,47,206,2,240,47,233,8,165,237,192,187,112,109,102,207,165,179,174,69,17,128,188,141,176,115,110,134,140,79,73,134,248,50,194,61,151,8,213,184,184,88,155,161,67,96,39,194,244,240,192,105,105,200,165,124,25,142,6,91,106,4,204,86,34,66,26,5,57,6,24,184,63,130,148,255,164,62,207,170,40,177,77,116,157,101,69,96,169,128,112,243,225,117,222,240,224,53,229,225,22,21,74,212,185,97,189,217,210,91,169,146,76,208,161,23,125,120,76,232,162,148,144,108,12,5,188,235,171,255,37,65,92,6,123,0,116,151,24,161,156,19,206,211,20,242,220,21,44,186,201,61,180,168,113,170,14,124,87,213,202,184,93,24,106,42,35,186,85,164,9,139,170,118,134,120,153,232,146,92,16,152,114,109,59,217,2,65,34,103,73,19,155,90,86,88,47,24,21,92,202,158,142,139,247,190,28,65,49,90,140,143,244,135,204,65,227,22,5,112,6,12,21,84,121,14,113,14,252,14,72,93,62,146,72,83,14,250,42,179,135,180,111,142,29,190,192,141,29,73,51,120,241,210,77,180,65,149,162,15,4,37,83,227,150,186,104,140,9,40,176,19,145,172,73,21,147,101,131,187,75,210,163,214,62,77,248,92,251,192,141,92,127,26,89,204,80,86,203,218,52,159,115,133,192,186,163,220,1,140,236,109,122,209,7,226,149,3,175,65,156,172,162,11,72,39,45,147,226,165,181,232,53,247,245,19,225,230,24,76,242,120,198,43,24,243,32,7,150,172,145,20,69,223,10,63,224,48,39,82,16,229,240,86,203,249,211,98,199,41,85,14,114,140,167,226,79,86,39,76,113,251,99,154,50,247,198,187,200,20,96,67,235,21,113,137,29,73,22,108,148,104,203,63,236,208,70,180,218,253,250,138,157,148,184,107,102,6,105,184,46,33,54,198,86,201,247,210,144,236,109,17,207,179,168,177,22,198,244,18,231,85,252,185,151,16,234,105,115,68,0,67,60,38,240,57,97,200,22,216,57,148,97,168,68,102,18,26,131,43,213,106,148,251,163,231,72,176,231,195,37,195,65,236,114,42,123,11,129,114,228,108,106,60,136,246,102,118,88,103,155,63,122,151,89,87,214,159,27,39,226,237,27,94,217,207,40,26,108,39,139,149,63,243,236,250,155,252,29,36,226,137,47,22,89,251,237,214,15,77,240,86,75,136,72,49,72,227,219,46,178,26,112,0,92,195,172,180,122,101,201,119,24,249,91,173,222,212,29,198,32,78,180,93,130,181,175,236,252,162,216,28,137,211,175,195,17,191,55,77,95,11,195,252,132,52,231,12,194,135,95,244,43,183,98,45,219,33,7,94,220,102,122,40,98,58,226,4,39,252,71,222,154,141,201,6,102,205,74,84,134,112,60,107,254,106,177,9,21,166,33,120,149,225,29,45,140,206,214,179,75,6,31,166,197,7,38,7,201,41,37,86,187,85,200,246,3,143,31,215,174,248,162,176,219,172,74,41,65,215,228,149,55,234,146,128,117,141,37,130,183,17,157,113,18,198,7,238,222,191,22,239,68,89,34,13,28,217,168,26,16,97,164,70,229,174,138,190,220,131,110,230,149,56,39,166,65,142,20,137,137,93,224,106,144,104,130,141,199,30,183,25,170,199,115,33,48,247,6,93,125,114,31,168,46,110,83,68,232,253,211,171,5,109,39,159,228,198,107,209,123,34,51,41,16,237,137,183,12,72,224,111,50,233,206,242,186,233,30,100,5,205,82,180,204,252,176,246,237,248,141,124,202,125,112,11,145,30,187,52,78,217,10,146,210,24,3,214,111,169,70,68,109,180,5,149,6,242,53,141,216,17,145,81,32,149,100,22,237,196,75,31,165,168,253,222,167,160,214,11,204,78,59,238,180,134,16,8,91,18,89,221,86,67,5,47,172,172,110,1,131,203,149,213,9,136,239,244,91,18,10,159,105,120,232,222,252,246,163,131,11,3,3,92,10,24,136,101,172,118,182,19,121,210,46,235,193,160,12,54,192,124,17,109,210,162,56,160,36,165,181,26,249,253,150,144,54,129,194,206,162,230,75,42,64,130,150,45,101,32,81,111,227,61,177,62,130,51,8,204,14,123,114,9,123,175,176,52,207,199,7,115,247,173,17,42,64,130,150,45,101,32,81,111,227,61,177,62,130,51,8,204,14,123,114,9,123,175,176,52,207,199,7,115,247,173,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,32,170,179,138,15,4,166,143,241,205,184,102,128,48,38,55,164,174,81,5,179,229,173,169,55,26,95,163,172,76,4,5,32,170,179,138,15,4,166,143,241,205,184,102,128,48,38,55,164,174,81,5,179,229,173,169,55,26,95,163,172,76,4,9,146,96,167,216,37,22,53,81,129,140,162,101,149,158,251,59,232,250,139,47,239,69,179,156,40,61,210,69,163,154,75,9,146,96,167,216,37,22,53,81,129,140,162,101,149,158,251,59,232,250,139,47,239,69,179,156,40,61,210,69,163,154,75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,62,219,177,250,180,39,192,2,244,39,41,214,201,139,107,113,174,72,22,220,121,250,110,252,47,186,67,111,68,98,202,3,56,85,68,186,72,112,148,166,34,216,205,159,115,144,61,116,4,63,156,42,97,237,12,217,150,181,98,48,77,96,189,5,241,132,92,233,104,57,158,119,54,84,230,126,85,151,154,77,173,16,35,157,27,19,216,99,26,16,248,118,200,126,209,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,200,111,233,120,124,218,124,219,0,253,142,255,223,176,12,79,185,167,206,33,210,67,181,242,4,26,224,161,103,1,71,46,250,150,27,201,43,226,10,135,192,52,8,73,191,163,70,109,246,247,105,154,19,154,59,216,71,138,106,44,178,157,235,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,39,62,190,179,3,26,138,216,56,179,23,72,46,81,35,36,117,247,233,30,115,115,233,143,4,223,103,64,19,224,74,23,14,253,233,61,188,128,83,244,0,106,248,103,128,56,227,128,253,141,29,131,223,204,156,182,213,146,36,88,194,40,99,23,12,123,199,219,58,6,40,49,157,16,79,245,189,116,101,146,236,117,232,90,17,207,45,189,1,75,158,155,148,210,75,245,31,243,157,144,160,66,24,153,19,113,108,44,201,69,36,80,73,116,120,208,162,114,202,120,247,69,103,109,54,97,56,39,21,63,141,242,195,202,58,162,97,116,110,149,181,26,40,87,24,135,193,172,244,85,101,96,121,240,206,104,148,34,44,208,4,179,104,157,128,41,75,180,117,59,193,153,6,42,187,13,162,64,87,110,125,158,215,225,0,84,62,105,214,32,203,201,34,152,111,110,171,75,43,45,81,181,6,204,35,174,71,194,239,188,80,95,68,123,10,247,253,182,81,203,91,200,96,63,10,0,13,219,199,52,247,145,179,221,13,95,253,59,196,253,101,43,205,214,94,49,170,46,81,61,202,241,118,58,151,184,43,23,99,34,224,97,66,168,245,105,93,124,93,142,58,124,204,81,93,208,172,189,33,244,242,239,61,219,226,141,216,84,4,154,157,93,208,229,182,235,2,53,112,28,124,82,241,89,97,28,37,57,219,179,2,138,34,51,228,22,104,117,78,70,31,221,250,123,6,174,211,198,207,97,225,205,172,219,219,132,217,88,104,206,243,140,71,149,89,155,226,78,56,245,42,220,21,113,224,27,109,61,39,194,69,19,236,159,171,123,177,27,232,44,95,147,212,106,102,202,1,231,125,19,71,140,234,73,3,24,22,6,132,153,4,196,119,166,251,123,63,153,79,131,82,52,244,184,49,144,55,51,200,208,246,195,236,73,7,119,11,192,190,59,63,23,86,184,143,46,243,69,45,226,132,150,103,143,88,214,140,110,207,179,173,160,41,115,168,112,82,30,23,201,154,13,163,105,104,204,118,126,5,125,201,101,194,103,123,213,57,251,196,51,163,50,123,126,89,116,210,102,133,33,41,41,71,251,121,150,111,229,135,169,64,246,246,171,112,96,174,205,97,83,137,73,162,238,80,234,15,159,129,17,88,49,31,227,183,117,169,131,54,55,6,127,171,233,171,50,138,93,182,237,230,98,248,181,163,84,66,20,172,232,168,230,254,41,19,30,37,202,241,135,124,221,139,229,53,127,247,44,56,191,159,34,167,175,189,223,207,40,34,122,65,254,106,89,158,175,3,251,228,41,171,120,60,161,148,44,181,247,110,103,30,34,210,8,101,49,6,123,132,89,219,163,15,179,210,239,255,217,26,188,13,117,116,174,78,212,236,215,166,218,135,34,129,129,249,53,180,218,81,186,32,55,149,172,210,23,94,43,61,80,26,83,67,141,171,80,160,70,103,236,70,211,154,104,69,225,28,9,146,218,9,217,130,193,5,54,239,139,107,125,187,164,5,127,7,171,85,42,95,160,155,26,177,205,171,20,77,210,137,8,90,239,175,122,40,30,56,69,175,244,173,21,194,19,9,39,21,213,107,145,14,55,106,157,26,123,141,91,59,145,19,161,44,240,39,101,40,181,63,157,47,254,201,17,204,2,5,66,56,124,145,115,219,15,246,150,124,196,43,76,87,45,240,160,169,51,44,64,101,250,66,191,204,182,66,156,251,103,22,147,155,171,174,22,132,156,54,251,80,68,177,254,17,130,118,246,234,206,152,103,245,119,3,94,174,118,39,249,241,134,24,248,130,233,237,221,75,203,151,210,218,211,79,33,105,160,10,40,206,104,64,174,196,0,49,248,129,86,221,240,56,193,24,174,179,253,126,86,213,146,156,149,139,6,130,4,99,46,60,214,128,100,75,111,124,139,136,108,242,78,84,255,219,24,44,104,253,97,77,3,83,246,31,36,88,254,116,103,114,4,100,167,214,21,40,177,1,81,171,225,26,4,152,14,66,228,19,67,235,127,135,90,216,124,15,127,233,160,218,225,103,4,150,189,150,33,119,20,110,3,74,12,112,207,89,29,226,22,12,33,25,139,193,14,165,240,226,128,204,98,98,18,53,92,122,216,175,2,208,34,244,239,187,93,165,27,243,229,48,117,1,41,151,42,89,165,221,71,27,94,170,14,190,55,219,61,175,7,40,153,56,103,212,4,42,150,228,216,108,109,179,242,38,103,83,253,210,177,199,116,73,249,54,128,123,248,154,80,14,70,45,188,203,108,118,224,131,127,41,1,205,197,78,96,37,43,5,244,59,18,176,100,129,80,161,167,93,172,93,248,216,96,251,214,233,12,38,46,65,51,155,1,21,218,54,174,14,12,254,148,202,248,252,73,64,117,71,121,200,75,208,104,4,20,134,204,224,241,222,24,101,23,198,175,253,60,16,48,29,174,119,220,27,175,73,160,55,53,87,161,121,113,144,99,90,16,50,16,46,160,84,245,211,42,24,66,175,229,17,174,27,18,121,228,189,120,211,202,160,51,233,154,9,56,157,6,44,81,194,237,134,52,162,91,38,250,63,220,16,138,197,153,15,90,253,142,85,27,213,45,101,87,12,124,142,85,83,178,230,39,56,184,202,224,222,128,62,245,55,241,45,143,62,43,43,249,36,35,171,177,230,227,117,0,46,196,1,123,113,190,173,148,194,15,121,76,218,100,33,154,167,98,191,45,10,161,5,16,105,185,122,174,67,102,216,207,75,49,138,147,120,238,112,149,108,79,32,181,17,13,12,16,214,59,154,89,128,227,35,250,0,0,45,80,128,177,239,171,210,162,10,156,205,58,25,186,174,24,136,21,99,42,14,77,34,6,155,122,139,224,42,53,63,173,119,245,190,46,15,7,155,11,194,144,156,44,1,186,132,22,13,9,149,70,111,205,95,155,92,240,250,221,43,148,142,150,195,231,15,178,185,193,222,123,160,6,168,247,137,249,94,16,73,236,32,152,63,85,135,73,130,91,149,158,6,109,252,224,18,212,191,33,236,148,25,197,73,250,55,9,217,253,166,8,210,179,6,26,55,81,42,144,94,70,52,185,18,75,251,107,177,111,1,206,64,42,11,63,70,100,190,70,92,186,5,9,42,233,213,66,62,62,103,157,113,141,68,205,20,147,210,247,43,117,183,245,83,144,184,119,213,18,235,44,48,19,32,177,72,168,218,46,232,225,12,48,152,141,18,62,18,165,1,168,119,20,2,181,219,205,19,48,181,33,92,118,102,241,50,88,35,44,118,24,254,198,229,64,69,185,243,56,19,12,61,14,175,229,87,59,115,69,193,166,235,82,106,54,60,144,95,16,8,2,42,192,33,123,16,118,68,39,207,78,15,69,147,155,196,215,72,88,83,137,143,47,226,52,6,109,125,55,162,217,210,54,104,84,65,45,143,173,241,246,62,62,5,187,4,136,13,48,230,100,129,57,78,35,243,197,16,185,4,234,41,184,80,19,40,72,181,45,13,207,88,191,88,117,16,208,252,251,107,114,237,70,217,117,9,84,225,98,87,5,67,204,65,38,243,49,93,6,126,161,134,67,17,214,229,86,19,179,230,214,45,162,28,176,204,217,11,234,74,122,12,29,33,151,23,63,187,134,249,155,178,195,119,89,81,242,68,128,25,153,106,249,20,201,140,101,131,222,40,105,111,196,196,203,123,14,96,35,80,105,35,181,219,181,159,23,210,88,17,129,40,79,119,171,184,28,136,224,170,29,35,240,218,0,148,245,210,29,95,120,150,25,228,151,118,21,215,100,203,238,143,69,8,47,99,181,233,89,54,193,162,206,189,223,42,232,205,87,215,5,8,134,209,120,200,237,249,88,63,129,69,34,205,168,4,133,82,141,60,205,247,12,88,57,71,161,120,172,201,65,21,137,206,21,198,184,237,220,124,80,24,86,229,147,180,166,27,179,152,130,98,124,66,100,53,24,144,233,204,44,232,156,248,196,135,227,243,186,81,210,98,163,142,211,239,97,157,178,3,116,8,220,10,105,84,154,136,50,179,66,115,223,27,148,135,112,60,197,31,243,96,230,167,62,108,53,161,3,156,105,42,131,28,144,168,161,43,8,167,79,147,238,226,62,75,139,27,146,89,108,24,124,169,133,27,122,130,225,51,215,19,3,39,21,22,148,159,243,84,104,132,16,171,193,153,190,102,4,59,159,246,85,152,122,105,210,177,240,159,83,247,76,111,177,20,147,131,178,42,71,45,202,18,40,121,129,173,201,125,30,252,13,44,211,9,99,64,166,252,83,87,76,34,42,23,206,16,130,103,216,83,206,91,84,125,229,17,0,69,156,183,144,134,17,167,250,12,54,94,26,15,60,184,87,124,17,120,57,18,117,20,61,141,70,97,97,34,132,55,16,114,45,208,216,248,187,172,70,172,243,20,38,58,122,52,80,57,167,14,141,20,147,131,178,42,71,45,202,18,40,121,129,173,201,125,30,252,13,44,211,9,99,64,166,252,83,87,76,34,42,23,206,16,130,103,216,83,206,91,84,125,229,17,0,69,156,183,144,134,17,167,250,12,54,94,26,15,60,184,87,124,17,120,57,18,117,20,61,141,70,97,97,34,132,55,16,114,45,208,216,248,187,172,70,172,243,20,38,58,122,52,80,57,167,14,141,20,147,131,178,42,71,45,202,18,40,121,129,173,201,125,30,252,13,44,211,9,99,64,166,252,83,87,76,34,42,23,206,16,130,103,216,83,206,91,84,125,229,17,0,69,156,183,144,134,17,167,250,12,54,94,26,15,60,184,87,124,17,120,57,18,117,20,61,141,70,97,97,34,132,55,16,114,45,208,216,248,187,172,70,172,243,20,38,58,122,52,80,57,167,14,141,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,24,180,192,214,53,235,228,166,197,204,161,213,127,47,122,101,21,104,220,47,187,84,109,151,208,146,92,6,238,58,148,123,9,222,112,227,201,176,160,143,90,15,71,92,93,255,24,21,4,252,40,162,58,172,165,145,26,157,68,169,11,71,218,78,45,25,137,19,112,192,177,9,134,235,140,245,189,168,218,174,108,89,221,2,55,187,186,156,254,87,223,180,224,107,244,205,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,2,125,135,97,254,251,197,133,218,146,223,59,253,224,213,87,187,112,1,237,55,207,42,193,102,95,56,187,114,159,201,101,26,44,105,245,171,212,215,22,46,93,87,24,73,91,105,142,21,174,230,152,47,142,6,130,114,164,87,72,202,172,44,45,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,43,220,143,42,169,250,32,215,130,204,190,121,77,200,198,27,126,216,134,155,240,112,222,207,116,86,165,50,46,93,250,126,8,21,122,183,73,159,206,251,223,238,157,8,68,151,37,215,64,101,18,204,156,179,114,141,133,59,116,156,143,67,219,149,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,13,16,62,228,163,152,101,136,65,183,23,49,56,161,203,133,162,203,15,19,126,102,20,88,129,31,48,121,225,73,93,246,20,121,40,8,1,113,124,49,181,214,43,209,94,216,164,89,44,121,102,146,12,47,234,250,232,14,122,149,236,217,210,103,33,108,177,88,55,60,0,197,109,106,62,99,121,215,148,155,16,119,202,71,147,86,66,91,191,46,20,242,20,211,135,71,42,116,65,235,12,121,110,178,42,198,82,103,138,208,69,182,153,204,102,145,111,171,4,23,119,216,63,198,128,255,64,12,35,213,19,7,58,217,113,201,150,38,93,83,155,176,19,196,68,123,150,86,17,104,136,248,146,133,154,126,151,51,189,176,4,22,137,184,87,112,200,158,55,30,37,55,112,69,16,50,74,84,201,243,5,154,245,204,114,223,44,4,221,207,39,39,21,125,198,225,24,108,42,89,154,172,98,28,65,159,191,119,163,20,13,10,40,119,85,194,205,55,162,166,112,199,21,169],"hex_proof":"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","transcript_type":"EVM","split":null,"pretty_public_inputs":{"rescaled_inputs":[],"inputs":[],"processed_inputs":[],"processed_params":[],"processed_outputs":[],"rescaled_outputs":[["0","0","0","0"]],"outputs":[["0x0000000000000000000000000000000000000000000000000000000000000000","0x0000000000000000000000000000000000000000000000000000000000000000","0x0000000000000000000000000000000000000000000000000000000000000000","0x0000000000000000000000000000000000000000000000000000000000000000"]]},"timestamp":1756219308622,"commitment":"KZG","version":"source - no compatibility guaranteed"} \ No newline at end of file diff --git a/tests/assets/settings.json b/tests/assets/settings.json index 7eb9a769..4edaa421 100644 --- a/tests/assets/settings.json +++ b/tests/assets/settings.json @@ -28,7 +28,8 @@ "decomp_base": 128, "decomp_legs": 2, "bounded_log_lookup": false, - "ignore_range_check_inputs_outputs": false + "ignore_range_check_inputs_outputs": false, + "disable_freivalds": false }, "num_rows": 236, "total_assignments": 472, @@ -36,6 +37,10 @@ "total_dynamic_col_size": 0, "max_dynamic_input_len": 0, "num_dynamic_lookups": 0, + "einsum_params": { + "equations": [], + "total_einsum_col_size": 0 + }, "num_shuffles": 0, "total_shuffle_col_size": 0, "model_instance_shapes": [ diff --git a/tests/assets/vk.key b/tests/assets/vk.key index f8be6dc6c218130593692a0075452142f372f1b8..a12f7f9266aa3f7628f99a3b914bc7f95019b355 100644 GIT binary patch delta 2042 zcmbtVX*3jiAD$V^Fz!sFL18A0Fk=}+mb{UrvDJj^aW4@ep}Cgi8j>M1ku6ywOUe+} zcC#d-2!k-TGszNCnXz44vfb&vb>4H{ul>I~zw?~ud4A_SAAbLMY&_PC4-8ZQ006Yv zdFFYKBq;m9v7JgoiK4CkM9UCFw)uFecQx3u3h7#OyCpE^?!#E&rS-MHxP`)-t?3K8 zc&lD&$IbFY4M2ezkQ`S`8{RK{y-{Ny(_6WMNwT;)e^q0?WWoG%I?L$R2wfZ<1(s3 zQZZC~7}%xAw>HLmQ8S;9knNY1GH7{^d(LFOYQ66LN^Qq6NAi)mg&{BFL2B<8@j0ec zd5mmWUmlDy#q!1ssXPtn`znG{&%`sfC^z2~GS5$nyu_?lWruylT$d5qSOO1|=z>4z z2hjyDd)9JMzP-ueYG8~=#{;DM3Px{Gx%;Sd+qqbi^Dsy<~RvTm8>=D&QGM7@s#;{S39bhBDw&uPh8!d!92k-8A2BK$f93dNyEpE$vO&JS{e{jZDr^=dTg z3V7c=qr5$6#DzO%zJ+Ln^{0kcTMPc_#F<3D zNe@?szTI18D3g+tk4BLWHyg?MoXu@Rwcb#(*$x&h@L?9DF3^u8x*?<`2F`GPf)_%Csz)6=KWXHo5 z(vH4TpXb*%FLEv-m4)jiu^%7Z@sSbz=+B^U^rY*1d&|A(A014iklJQPyPP>9w04@S zhIojgY130~o5yA*3!2#zGl#rsmu4l&4gskI%LJS*zU?fQuzawXgI=fVASMXLl>>Lb z1P2KzB3ytNUZJOeWwPi7W1eQTOC!Uf;y`w1!X1mHa-bdIG*7Ds~mp z3QEHj%`0B?bqVZp@g+THJ-)^{6DuVJ(POtp-w(=T1TxNuN=tLqE}uwL`~W*mdmgwu z(I}~n5Ul)QVz;cY-EN@Jx|NhbJV}=jy78RDefUK~# z@AvC9QV<5=@HO$!XdpT1igHour`vCz{lQ2fk^mOZ*ems1(O(JK{AU@=3q-gPk~>o6 zA#4+dj8Nmxb2bW{_*f}1@g$NP?p%+JY!Tjg04RBUcYJu}r5WVOwH>lYfNu9^=bR7$ zRhi##CySt7ad&2frY|wAbqu@igC1=+oR)m$53P$J_}V}Y7l@P5K`icCVbV$Fp!b{5 zfPH$(?56JI3wvMKAkEL#&UsvHGtwxgH#ct=XAe@b)C;MLewCTUIT>ZWyZQNH#d$D% zNsP6&xfBtyNH2-S=9m*9E1zSh1fHS{CdON;o*;fXTcKTMyRo$p9E{zErIy1Llv@YN zuQmffB?k3no$4FtyPALO_`Gby=6#Q>G1 z;9%Lks3(tgtaP9n4>MNnmHYp=Rw1|5r`^{9M2~c$-0q|cNToN-CBbu^X_uP)O)Xtd z{be_cs&-%&r*rGKjZ0f$ypFWy2hgsKzZB9u?P{o&JImFnP$Z%5|3NIP`%bNGunGhht|=45Zo-}=y(B9 zHxC`j^*Ojuw`ip||NMyY{#zY^3J$0`W=j1F-Xaso*0_;?0~cw7mUQC$&Xff-bE-;H zL)l{j=0n$oNmkT>FmO{-Y?c%iNBLBVr{)g4R7^NQar3vpnDydma`pAn zlpVm|DonSC1Cdt-$9A6&OFM2L&`oZ~>)Z2#R6`x4vOLx?hJKq{X&R$hT_Rs!Qu2>G zXxE6t2zF>^zGH}m@kRr~y0&=tsaVUzuu^fVR``INX2n9jjP4N*;V1wQ4di{K|9$RY z06?8LQnGm5|M7?){CDjS;K>g2E{!Pv_aPmcqy(7yH`AWSEAWQ{q9MGY2_^GAlegjD iYFw+{gLhCG25iotUo;SoPD8UhIaCisTm1pfflr=ErY delta 2127 zcmbtVcR1Wx7yiv?LncNIgV8^R=v@$m#7Zy-Sv3(oO7s}AW7Lc_7+H+6Mu{3_)eYI` zEg{N?npI*Vt3-y;*%04I_WQo)`#XQ!d(L^!``&Y&bD!s491@2#VPFPH0RZ5TII-iF zN(meMWRQrqX(ptFXKDSUr{UNBicQ9L`B#|Bev$Gorx)Wq9oP1J;7wTX-`XI?lsfym z&}ohqVkTda2?(2e36+!eE5Tx~b{}HRG+v^gQdz*&5jZ6QY43BkLV={L#mkGSujHK9 zh0|}W0Huo9_h49*K1cEO+T)H5C#Vc-76pR(Ylc|2c6adLDS4Q0g4_J%%7aptdIL4< zEJa`8`rNmF{w?Tc;;JbEzj7GS2H(|jn7u5QKYTYJcnQnH-$GlVd``iw^e-jIMP8w< z6y4K9Uu|l7W?RPoX0%9zXzS&jlB4f!7hk>p*UF0PG3S_Q^&>5@$DGVNS%D7H-=_yV zNHJX9xA_kLcjPWNex zVtcIRu0Jm1U|H`SvkI|}4T}(bie3yuh}Mfs zUrHE~8OzHPNR&jjO6n^hO}%B$DC4qi93}($2U7O?^kAfHx)nGYdo6Ufp6Vu8RE0)s+kEWfEd8;qv=b`PEDes!x+J-{ee9}Ryo%{2AN@`hWPaEs z4*Q*q*~~8Fr=9B}+_q=lClyU+En7V>%-D(A+!9I!-HDg>?L)uW?#42s?L0-q2qQFv zzU}UNMHmy-d4DX4iEG!;Cx6f9<~C!#M+|Dhm)zv)6zoyD&}Zw!q-oAOyw;H2VvxzH z6bW&!MSI<$?fcG02#6Jhp^dC!ha5Fu=oKy`2wNBsg7m!^+VYYl-g<))!yx9eRc-D1S+iVW+riBKFZ@o>lR3@BLvlu*vYNcE*j7I zJkhFkL9!Xf0DFzAo#jYo+mCQ-^lhLTO4}$GzYgCxs;PJ`-*Bx@go9f=Rk*rSR~*;g z;=Cb@;UixuKpsVs2ua`?#YUF%^f}!9kegG(m?~1_9DW>OXwAa0F#&x~%pA0)b9;(w`JUnqaCLCF<#|B9n00V@@by~vkEohVDvd8F@2o7D75O^f#Cq`*9(cqrVXXkY~K4=V`s?7 zr$UHFC&5NCaZXvP%oG?N>NUocJq!tIm4+XzxFfh?CgcU?Ay-X#Kj##nDIEPYaU88< zz7^!RNC=$lj}tdLWPRu#p1zGM3E)5fL%jgeL{Cj*bw*#GJ4mWbcKdZ6uZuYS7X}#4 zHV}O&0YImQ3jhp3&ycTp^gp-(m*{`-uSr#)^UNv@L6ua$o$wU~{vW5mLFsHlw%<}f zB|Vg6hMh$;y8DNa=$T6|PcQsW8^E{H005;E)Dh8Vy>&7G|FLJhulh4fXQ=!efdIfK diff --git a/tests/integration_tests.rs b/tests/integration_tests.rs index b3cc1a1d..caead5ed 100644 --- a/tests/integration_tests.rs +++ b/tests/integration_tests.rs @@ -207,7 +207,7 @@ mod native_tests { "1l_tiny_div", ]; - const TESTS: [&str; 99] = [ + const TESTS: [&str; 100] = [ "1l_mlp", //0 "1l_slice", //1 "1l_concat", //2 @@ -311,6 +311,7 @@ mod native_tests { "exp", // 96 "general_exp", // 97 "integer_div", // 98 + "large_mlp", // 99 ]; const WASM_TESTS: [&str; 44] = [ @@ -550,7 +551,7 @@ mod native_tests { } }); - seq!(N in 0..=98 { + seq!(N in 0..99 { // #(#[test_case(TESTS[N])])* // #[ignore] @@ -1023,7 +1024,7 @@ mod native_tests { }); - seq!(N in 0..=98 { + seq!(N in 0..=99 { #(#[test_case(TESTS[N])])* fn kzg_evm_prove_and_verify_reusable_verifier_(test: &str) { crate::native_tests::init_binary(); diff --git a/tests/wasm.rs b/tests/wasm.rs index aa5a0b1f..b1b62e67 100644 --- a/tests/wasm.rs +++ b/tests/wasm.rs @@ -5,8 +5,7 @@ mod wasm32 { bufferToVecOfFelt, compiledCircuitValidation, encodeVerifierCalldata, feltToBigEndian, feltToFloat, feltToInt, feltToLittleEndian, genPk, genVk, genWitness, inputValidation, kzgCommit, pkValidation, poseidonHash, proofValidation, prove, settingsValidation, - srsValidation, u8_array_to_u128_le, verify, verifyAggr, verifyEVM, vkValidation, - witnessValidation, + srsValidation, u8_array_to_u128_le, verify, verifyAggr, vkValidation, witnessValidation, }; use ezkl::circuit::modules::polycommit::PolyCommitChip; use ezkl::circuit::modules::poseidon::spec::{PoseidonSpec, POSEIDON_RATE, POSEIDON_WIDTH}; @@ -94,21 +93,6 @@ mod wasm32 { assert_eq!(calldata, reference_calldata); } - #[wasm_bindgen_test] - async fn can_verify_evm() { - // verify with single purpose evm verifier contract - let value = verifyEVM( - wasm_bindgen::Clamped(PROOF.to_vec()), - VERIFIER_BYTECODE.to_vec(), - None, - ) - .map_err(|_| "failed") - .unwrap(); - - // should not fail - assert!(value); - } - #[wasm_bindgen_test] fn verify_kzg_commit() { // create a vector of field elements Vec and assign it to the message variable