wip

chore(deps): bump JS-DevTools/npm-publish from 4.1.1 to 4.1.3
Bumps [JS-DevTools/npm-publish](https://github.com/js-devtools/npm-publish) from 4.1.1 to 4.1.3. - [Release notes](https://github.com/js-devtools/npm-publish/releases) - [Changelog](https://github.com/JS-DevTools/npm-publish/blob/main/CHANGELOG.md) - [Commits](7f8fe47b3b...d2fef917d9) --- updated-dependencies: - dependency-name: JS-DevTools/npm-publish dependency-version: 4.1.3 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>
2026-04-28 03:01:21 -04:00 · 2026-01-20 17:07:36 +01:00 · 2026-01-20 15:33:14 +01:00 · 2026-01-20 14:17:30 +01:00 · 2026-01-20 14:10:36 +01:00 · 2026-01-16 18:06:37 +01:00
447 changed files with 21454 additions and 4773 deletions
--- a/.cargo/audit.toml
+++ b/.cargo/audit.toml
@@ -2,6 +2,8 @@
 ignore = [
    # Ignoring unmaintained 'paste' advisory as it is a widely used, low-risk build dependency.
    "RUSTSEC-2024-0436",
+    # Ignoring unmaintained 'bincode' crate. Getting rid of it would be too complex on the short term.
+    "RUSTSEC-2025-0141",
 ]

 [output]
--- a/.github/actions/gpu_setup/action.yml
+++ b/.github/actions/gpu_setup/action.yml
@@ -23,6 +23,12 @@ runs:
        echo "${CMAKE_SCRIPT_SHA} cmake-${CMAKE_VERSION}-linux-x86_64.sh" > checksum
        sha256sum -c checksum
        sudo bash cmake-"${CMAKE_VERSION}"-linux-x86_64.sh --skip-license --prefix=/usr/ --exclude-subdir
+
+        # Disable unattended-upgrades to avoid lock issues
+        sudo systemctl disable --now unattended-upgrades
+
+        sudo apt-get clean
+        sudo rm -rf /var/lib/apt/lists/*
        sudo apt update
        sudo apt remove -y unattended-upgrades
        sudo apt install -y cmake-format libclang-dev
--- a/.github/workflows/aws_tfhe_backward_compat_tests.yml
+++ b/.github/workflows/aws_tfhe_backward_compat_tests.yml
@@ -66,7 +66,7 @@ jobs:
      cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'true' # Needed to pull lfs data
          token: ${{ env.CHECKOUT_TOKEN }}
@@ -80,7 +80,7 @@ jobs:

      - name: Retrieve data from cache
        id: retrieve-data-cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/restore@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        with:
          path: |
            utils/tfhe-backward-compat-data/**/*.cbor
@@ -109,7 +109,7 @@ jobs:
      - name: Store data in cache
        if: steps.retrieve-data-cache.outputs.cache-hit != 'true'
        continue-on-error: true
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/save@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        with:
          path: |
            utils/tfhe-backward-compat-data/**/*.cbor
--- a/.github/workflows/aws_tfhe_fast_tests.yml
+++ b/.github/workflows/aws_tfhe_fast_tests.yml
@@ -63,7 +63,7 @@ jobs:
      any_file_changed: ${{ env.IS_PULL_REQUEST == 'false' || steps.aggregated-changes.outputs.any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -71,7 +71,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            dependencies:
@@ -171,7 +171,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
@@ -219,7 +219,7 @@ jobs:

      - name: Node cache restoration
        id: node-cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/restore@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        with:
          path: |
            ~/.nvm
@@ -232,7 +232,7 @@ jobs:
          make install_node

      - name: Node cache save
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/save@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        if: steps.node-cache.outputs.cache-hit != 'true'
        with:
          path: |
--- a/.github/workflows/aws_tfhe_integer_tests.yml
+++ b/.github/workflows/aws_tfhe_integer_tests.yml
@@ -50,7 +50,7 @@ jobs:
        steps.changed-files.outputs.integer_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -58,7 +58,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            integer:
@@ -112,7 +112,7 @@ jobs:
    timeout-minutes: 480 # 8 hours
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: "false"
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/aws_tfhe_noise_checks.yml
+++ b/.github/workflows/aws_tfhe_noise_checks.yml
@@ -60,7 +60,7 @@ jobs:
    timeout-minutes: 1440
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/aws_tfhe_signed_integer_tests.yml
+++ b/.github/workflows/aws_tfhe_signed_integer_tests.yml
@@ -51,7 +51,7 @@ jobs:
        steps.changed-files.outputs.integer_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -59,7 +59,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            integer:
@@ -112,7 +112,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: "false"
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/aws_tfhe_tests.yml
+++ b/.github/workflows/aws_tfhe_tests.yml
@@ -72,7 +72,7 @@ jobs:
      any_file_changed: ${{ env.IS_PULL_REQUEST == 'false' || steps.aggregated-changes.outputs.any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -80,7 +80,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            dependencies:
@@ -182,7 +182,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/aws_tfhe_wasm_tests.yml
+++ b/.github/workflows/aws_tfhe_wasm_tests.yml
@@ -64,7 +64,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
@@ -80,7 +80,7 @@ jobs:

      - name: Node cache restoration
        id: node-cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/restore@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        with:
          path: |
            ~/.nvm
@@ -93,7 +93,7 @@ jobs:
          make install_node

      - name: Node cache save
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/save@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        if: steps.node-cache.outputs.cache-hit != 'true'
        with:
          path: |
--- a/.github/workflows/benchmark_cpu.yml
+++ b/.github/workflows/benchmark_cpu.yml
@@ -1,6 +1,8 @@
 # Run benchmarks on an AWS instance and return parsed results to Slab CI bot.
 name: benchmark_cpu

+run-name: ${{ inputs.command }}::${{ inputs.bench_type}} (${{ inputs.op_flavor }}, ${{ inputs.precisions_set }}, ${{ inputs.params_type }})
+
 on:
  workflow_dispatch:
    inputs:
--- a/.github/workflows/benchmark_cpu_common.yml
+++ b/.github/workflows/benchmark_cpu_common.yml
@@ -149,7 +149,7 @@ jobs:
        params_type: ${{ fromJSON(needs.prepare-matrix.outputs.params_type) }}
    steps:
      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -223,13 +223,13 @@ jobs:
          results_type: ${{ inputs.additional_results_type }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_${{ matrix.command }}_${{ matrix.op_flavor }}_${{ matrix.bench_type }}_${{ matrix.params_type }}
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_ct_key_sizes.yml
+++ b/.github/workflows/benchmark_ct_key_sizes.yml
@@ -49,7 +49,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -99,13 +99,13 @@ jobs:
          --append-results

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_ct_key_sizes
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_documentation.yml
+++ b/.github/workflows/benchmark_documentation.yml
@@ -8,8 +8,13 @@ on:
        description: "Run CPU benchmarks"
        type: boolean
        default: true
-      run-gpu-benchmarks:
-        description: "Run GPU benchmarks"
+      # GPU benchmarks are split because of resource scarcity.
+      run-gpu-integer-benchmarks:
+        description: "Run GPU integer benchmarks"
+        type: boolean
+        default: true
+      run-gpu-core-crypto-benchmarks:
+        description: "Run GPU core-crypto benchmarks"
        type: boolean
        default: true
      run-hpu-benchmarks:
@@ -52,7 +57,7 @@ jobs:
  run-benchmarks-gpu-integer:
    name: benchmark_documentation/run-benchmarks-gpu-integer
    uses: ./.github/workflows/benchmark_gpu_common.yml
-    if: inputs.run-gpu-benchmarks
+    if: inputs.run-gpu-integer-benchmarks
    with:
      profile: multi-h100-sxm5
      hardware_name: n3-H100-SXM5x8
@@ -113,7 +118,7 @@ jobs:
  run-benchmarks-gpu-core-crypto:
    name: benchmark_documentation/run-benchmarks-gpu-core-crypto
    uses: ./.github/workflows/benchmark_gpu_common.yml
-    if: inputs.run-gpu-benchmarks
+    if: inputs.run-gpu-core-crypto-benchmarks
    with:
      profile: multi-h100-sxm5
      hardware_name: n3-H100-SXM5x8
@@ -133,7 +138,7 @@ jobs:
  generate-svgs-with-benchmarks-run:
    name: benchmark-documentation/generate-svgs-with-benchmarks-run
    if: ${{ always() &&
-      (inputs.run-cpu-benchmarks || inputs.run-gpu-benchmarks ||inputs.run-hpu-benchmarks) &&
+      (inputs.run-cpu-benchmarks || inputs.run-gpu-integer-benchmarks || inputs.run-gpu-core-crypto-benchmarks ||inputs.run-hpu-benchmarks) &&
      inputs.generate-svgs }}
    needs: [
      run-benchmarks-cpu-integer, run-benchmarks-gpu-integer, run-benchmarks-hpu-integer,
@@ -143,7 +148,7 @@ jobs:
    with:
      time_span_days: 5
      generate-cpu-svgs: ${{ inputs.run-cpu-benchmarks }}
-      generate-gpu-svgs: ${{ inputs.run-gpu-benchmarks }}
+      generate-gpu-svgs: ${{ inputs.run-gpu-integer-benchmarks || inputs.run-gpu-core-crypto-benchmarks }}
      generate-hpu-svgs: ${{ inputs.run-hpu-benchmarks }}
    secrets:
      DATA_EXTRACTOR_DATABASE_USER: ${{ secrets.DATA_EXTRACTOR_DATABASE_USER }}
@@ -152,7 +157,7 @@ jobs:

  generate-svgs-without-benchmarks-run:
    name: benchmark-documentation/generate-svgs-without-benchmarks-run
-    if: ${{ !(inputs.run-cpu-benchmarks || inputs.run-gpu-benchmarks || inputs.run-hpu-benchmarks) &&
+    if: ${{ !(inputs.run-cpu-benchmarks || inputs.run-gpu-integer-benchmarks || inputs.run-gpu-core-crypto-benchmarks || inputs.run-hpu-benchmarks) &&
      inputs.generate-svgs }}
    uses: ./.github/workflows/generate_svgs.yml
    with:
@@ -175,12 +180,12 @@ jobs:
      PATH_TO_DOC_ASSETS: tfhe/docs/.gitbook/assets
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'

      - name: Download SVG tables
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
        with:
          path: svg_tables
          merge-multiple: 'true'
@@ -198,7 +203,7 @@ jobs:
          echo "date=$(date '+%g_%m_%d_%Hh%Mm%Ss')" >> "${GITHUB_OUTPUT}"

      - name: Create pull-request
-        uses: peter-evans/create-pull-request@84ae59a2cdc2258d6fa0732dd66352dddae2a412 # v7.0.9
+        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
        with:
          sign-commits: true # Commit will be signed by github-actions bot
          add-paths: ${{ env.PATH_TO_DOC_ASSETS }}/*.svg
--- a/.github/workflows/benchmark_gpu.yml
+++ b/.github/workflows/benchmark_gpu.yml
@@ -1,6 +1,8 @@
 # Run CUDA benchmarks on a Hyperstack VM and return parsed results to Slab CI bot.
 name: benchmark_gpu

+run-name: ${{ inputs.command }}::${{ inputs.bench_type}} (${{ inputs.profile }}, ${{ inputs.op_flavor }}, ${{ inputs.precisions_set }}, ${{ inputs.params_type }})
+
 on:
  workflow_dispatch:
    inputs:
--- a/.github/workflows/benchmark_gpu_4090.yml
+++ b/.github/workflows/benchmark_gpu_4090.yml
@@ -40,7 +40,7 @@ jobs:
    timeout-minutes: 1440 # 24 hours
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -63,7 +63,7 @@ jobs:
          toolchain: nightly

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
@@ -89,7 +89,7 @@ jobs:
          REF_NAME: ${{ github.ref_name }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_integer_multi_bit_gpu_default
          path: ${{ env.RESULTS_FILENAME }}
@@ -123,7 +123,7 @@ jobs:

    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -146,7 +146,7 @@ jobs:
          toolchain: nightly

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
@@ -173,7 +173,7 @@ jobs:
          REF_NAME: ${{ github.ref_name }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_core_crypto
          path: ${{ env.RESULTS_FILENAME }}
--- a/.github/workflows/benchmark_gpu_common.yml
+++ b/.github/workflows/benchmark_gpu_common.yml
@@ -175,7 +175,7 @@ jobs:
            gcc: 11
    steps:
      - name: Checkout tfhe-rs repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -209,7 +209,7 @@ jobs:
      CUDA_PATH: /usr/local/cuda-${{ matrix.cuda }}
    steps:
      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -281,13 +281,13 @@ jobs:
          BENCH_TYPE: ${{ matrix.bench_type }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_${{ matrix.command }}_${{ matrix.op_flavor }}_${{ inputs.profile }}_${{ matrix.bench_type }}_${{ matrix.params_type }}
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_gpu_coprocessor.yml
+++ b/.github/workflows/benchmark_gpu_coprocessor.yml
@@ -130,7 +130,7 @@ jobs:
          git lfs install

      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
        with:
          path: tfhe-rs
          persist-credentials: false
@@ -141,7 +141,7 @@ jobs:
          ls

      - name: Checkout fhevm
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
        with:
          repository: zama-ai/fhevm
          persist-credentials: 'false'
@@ -192,10 +192,10 @@ jobs:
          cargo install sqlx-cli

      - name: Install foundry
-        uses: foundry-rs/foundry-toolchain@50d5a8956f2e319df19e6b57539d7e2acb9f8c1e
+        uses: foundry-rs/foundry-toolchain@8b0419c685ef46cb79ec93fbdc131174afceb730

      - name: Cache cargo
-        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1
        with:
          path: |
            ~/.cargo/registry
@@ -223,7 +223,7 @@ jobs:
        working-directory: fhevm/coprocessor/fhevm-engine/tfhe-worker

      - name: Use Node.js
-        uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+        uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
        with:
          node-version: 20.x

@@ -262,7 +262,7 @@ jobs:
      - name: Upload profile artifact
        env:
          REPORT_NAME: ${{ steps.nsys_profile_name.outputs.profile }}
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ env.REPORT_NAME }}
          path: fhevm/coprocessor/fhevm-engine/tfhe-worker/${{ env.REPORT_NAME }}
@@ -293,13 +293,13 @@ jobs:
        working-directory: fhevm/

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${COMMIT_SHA}_${BENCHMARKS}_${{ needs.parse-inputs.outputs.profile }}
          path: fhevm/$${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_hpu.yml
+++ b/.github/workflows/benchmark_hpu.yml
@@ -1,6 +1,8 @@
 # Run benchmarks on a permanent HPU instance and return parsed results to Slab CI bot.
 name: benchmark_hpu

+run-name: ${{ inputs.command }}::${{ inputs.bench_type}} (${{ inputs.op_flavor }}, ${{ inputs.precisions_set }})
+
 on:
  workflow_dispatch:
    inputs:
--- a/.github/workflows/benchmark_hpu_common.yml
+++ b/.github/workflows/benchmark_hpu_common.yml
@@ -126,7 +126,7 @@ jobs:
          ssh-private-key: ${{ secrets.SSH_PRIVATE_KEY }}

      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -185,13 +185,13 @@ jobs:
          BENCH_TYPE: ${{ matrix.bench_type }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
-          name: ${{ github.sha }}_${{ matrix.bench_type }}_integer_benchmarks
+          name: ${{ github.sha }}_${{ matrix.bench_type }}_${{ matrix.command }}_benchmarks
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_perf_regression.yml
+++ b/.github/workflows/benchmark_perf_regression.yml
@@ -50,7 +50,7 @@ jobs:
      pull-requests: write # Needed to write a comment in a pull-request
    steps:
      - name: Checkout tfhe-rs repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
@@ -164,7 +164,7 @@ jobs:
            gcc: 11
    steps:
      - name: Checkout tfhe-rs repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
@@ -191,7 +191,7 @@ jobs:
        command: ${{ fromJson(needs.prepare-benchmarks.outputs.commands) }}
    steps:
      - name: Checkout tfhe-rs repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0  # Needed to get commit hash
          persist-credentials: 'false'
@@ -245,7 +245,7 @@ jobs:
          toolchain: nightly

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
@@ -280,7 +280,7 @@ jobs:
          BENCH_TYPE: ${{ env.__TFHE_RS_BENCH_TYPE }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_regression_${{ env.RESULTS_FILE_SHA }} # RESULT_FILE_SHA is needed to avoid collision between matrix.command runs
          path: ${{ env.RESULTS_FILENAME }}
@@ -305,7 +305,7 @@ jobs:
      REF_NAME: ${{ github.head_ref || github.ref_name }}
    steps:
      - name: Checkout tfhe-rs repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
--- a/.github/workflows/benchmark_tfhe_fft.yml
+++ b/.github/workflows/benchmark_tfhe_fft.yml
@@ -55,7 +55,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -73,7 +73,7 @@ jobs:
          SHA: ${{ github.sha }}

      - name: Install rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: nightly
          override: true
@@ -96,13 +96,13 @@ jobs:
          REF_NAME: ${{ github.ref_name }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_fft
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_tfhe_ntt.yml
+++ b/.github/workflows/benchmark_tfhe_ntt.yml
@@ -55,7 +55,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -73,7 +73,7 @@ jobs:
          SHA: ${{ github.sha }}

      - name: Install rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: nightly
          override: true
@@ -96,13 +96,13 @@ jobs:
          REF_NAME: ${{ github.ref_name }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_ntt
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/benchmark_wasm_client.yml
+++ b/.github/workflows/benchmark_wasm_client.yml
@@ -39,7 +39,7 @@ jobs:
      wasm_bench: ${{ steps.changed-files.outputs.wasm_bench_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -47,7 +47,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            wasm_bench:
@@ -91,7 +91,7 @@ jobs:
        browser: [ chrome, firefox ]
    steps:
      - name: Checkout tfhe-rs repo with tags
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -119,7 +119,7 @@ jobs:

      - name: Node cache restoration
        id: node-cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/restore@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        with:
          path: |
            ~/.nvm
@@ -132,7 +132,7 @@ jobs:
          make install_node

      - name: Node cache save
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 #v4.3.0
+        uses: actions/cache/save@9255dc7a253b0ccc959486e2bca901246202afeb #v5.0.1
        if: steps.node-cache.outputs.cache-hit != 'true'
        with:
          path: |
@@ -153,6 +153,12 @@ jobs:
        env:
          BROWSER: ${{ matrix.browser }}

+      - name: Run benchmarks (unsafe coop)
+        run: |
+          make bench_web_js_api_unsafe_coop_"${BROWSER}"_ci
+        env:
+          BROWSER: ${{ matrix.browser }}
+
      - name: Parse results
        run: |
          make parse_wasm_benchmarks
@@ -169,13 +175,13 @@ jobs:
          REF_NAME: ${{ github.ref_name }}

      - name: Upload parsed results artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
          name: ${{ github.sha }}_wasm_${{ matrix.browser }}
          path: ${{ env.RESULTS_FILENAME }}

      - name: Checkout Slab repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: zama-ai/slab
          path: slab
--- a/.github/workflows/cargo_audit.yml
+++ b/.github/workflows/cargo_audit.yml
@@ -26,7 +26,7 @@ jobs:
    name: cargo_audit/audit
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/cargo_build.yml
+++ b/.github/workflows/cargo_build.yml
@@ -24,7 +24,7 @@ jobs:
    outputs:
      matrix_command: ${{ steps.set-pcc-commands-matrix.outputs.commands }}
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: "false"
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/cargo_build_common.yml
+++ b/.github/workflows/cargo_build_common.yml
@@ -140,7 +140,7 @@ jobs:
      result: ${{ steps.set_builds_result.outputs.result }}
    steps:
      - name: Checkout tfhe-rs repo
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/cargo_build_tfhe_fft.yml
+++ b/.github/workflows/cargo_build_tfhe_fft.yml
@@ -26,13 +26,13 @@ jobs:
      fail-fast: false

    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}

      - name: Install Rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: stable
          override: true
--- a/.github/workflows/cargo_build_tfhe_ntt.yml
+++ b/.github/workflows/cargo_build_tfhe_ntt.yml
@@ -24,13 +24,13 @@ jobs:
        os: [ubuntu-latest, macos-latest, windows-latest]
      fail-fast: false
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}

      - name: Install Rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: stable
          override: true
--- a/.github/workflows/cargo_test_fft.yml
+++ b/.github/workflows/cargo_test_fft.yml
@@ -29,7 +29,7 @@ jobs:
      fft_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.fft_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -37,7 +37,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            fft:
@@ -56,13 +56,13 @@ jobs:
        runner_type: [ ubuntu-latest, macos-latest, windows-latest ]
      fail-fast: false
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}

      - name: Install Rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: stable
          override: true
@@ -92,7 +92,7 @@ jobs:
    if: needs.should-run.outputs.fft_test == 'true'
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/cargo_test_ntt.yml
+++ b/.github/workflows/cargo_test_ntt.yml
@@ -31,7 +31,7 @@ jobs:
      ntt_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.ntt_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: "false"
@@ -39,7 +39,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            ntt:
@@ -87,13 +87,13 @@ jobs:
        os: ${{fromJson(needs.setup-instance.outputs.matrix_os)}}
      fail-fast: false
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: "false"
          token: ${{ env.CHECKOUT_TOKEN }}

      - name: Install Rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: stable
          override: true
--- a/.github/workflows/ci_lint.yml
+++ b/.github/workflows/ci_lint.yml
@@ -20,7 +20,7 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
@@ -50,7 +50,7 @@ jobs:
          version: ${{ steps.get_zizmor.outputs.version }}

      - name: Ensure SHA pinned actions
-        uses: zgosalvez/github-actions-ensure-sha-pinned-actions@9e9574ef04ea69da568d6249bd69539ccc704e74 # v4.0.0
+        uses: zgosalvez/github-actions-ensure-sha-pinned-actions@6124774845927d14c601359ab8138699fa5b70c3 # v4.0.1
        with:
          allowlist: |
            slsa-framework/slsa-github-generator
--- a/.github/workflows/code_coverage.yml
+++ b/.github/workflows/code_coverage.yml
@@ -50,7 +50,7 @@ jobs:
    timeout-minutes: 5760 # 4 days
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
@@ -62,7 +62,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            tfhe:
@@ -92,7 +92,7 @@ jobs:
          make test_shortint_cov

      - name: Upload tfhe coverage to Codecov
-        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de
        if: steps.changed-files.outputs.tfhe_any_changed == 'true'
        with:
          token: ${{ secrets.CODECOV_TOKEN }}
@@ -106,7 +106,7 @@ jobs:
          make test_integer_cov

      - name: Upload tfhe coverage to Codecov
-        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de
        if: steps.changed-files.outputs.tfhe_any_changed == 'true'
        with:
          token: ${{ secrets.CODECOV_TOKEN }}
--- a/.github/workflows/csprng_randomness_tests.yml
+++ b/.github/workflows/csprng_randomness_tests.yml
@@ -62,7 +62,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/generate_svg_common.yml
+++ b/.github/workflows/generate_svg_common.yml
@@ -43,7 +43,7 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'

@@ -75,13 +75,22 @@ jobs:
          DATA_EXTRACTOR_DATABASE_HOST: ${{ secrets.DATA_EXTRACTOR_DATABASE_HOST }}
          DATA_EXTRACTOR_DATABASE_PASSWORD: ${{ secrets.DATA_EXTRACTOR_DATABASE_PASSWORD }}

+      - name: Upload tables
+        if: inputs.backend_comparison == false
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
+        with:
+          name: ${{ github.sha }}_${{ inputs.backend }}_${{ inputs.layer }}_${{ inputs.pbs_kind }}_${{ inputs.bench_type }}_tables
+          # This will upload all the file generated
+          path: ${{ inputs.output_filename }}*.svg
+          retention-days: 60
+
      - name: Produce backends comparison table from database
        if: inputs.backend_comparison == true
        run: |
          python3 -m pip install -r ci/data_extractor/requirements.txt
          python3 ci/data_extractor/src/data_extractor.py "${OUTPUT_FILENAME}" \
          --generate-svg \
-          --backend-comparison\
+          --backends-comparison \
          --time-span-days "${TIME_SPAN}"
        env:
          OUTPUT_FILENAME: ${{ inputs.output_filename }}
@@ -90,10 +99,11 @@ jobs:
          DATA_EXTRACTOR_DATABASE_HOST: ${{ secrets.DATA_EXTRACTOR_DATABASE_HOST }}
          DATA_EXTRACTOR_DATABASE_PASSWORD: ${{ secrets.DATA_EXTRACTOR_DATABASE_PASSWORD }}

-      - name: Upload tables
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4
+      - name: Upload comparison tables
+        if: inputs.backend_comparison == true
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f
        with:
-          name: ${{ github.sha }}_${{ inputs.backend }}_${{ inputs.layer }}_${{ inputs.pbs_kind }}_${{ inputs.bench_type }}_tables
+          name: ${{ github.sha }}_backends_comparison_tables
          # This will upload all the file generated
          path: ${{ inputs.output_filename }}*.svg
          retention-days: 60
--- a/.github/workflows/gpu_4090_tests.yml
+++ b/.github/workflows/gpu_4090_tests.yml
@@ -41,7 +41,7 @@ jobs:

    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_code_validation_tests.yml
+++ b/.github/workflows/gpu_code_validation_tests.yml
@@ -23,8 +23,8 @@ on:
  # Allows you to run this workflow manually from the Actions tab as an alternative.
  workflow_dispatch:
  schedule:
-    # every 3 months
-    - cron: "0 0 1 */3 *"
+    # every month
+    - cron: "0 0 1 * *"

 permissions:
  contents: read
@@ -50,7 +50,7 @@ jobs:
          slab-url: ${{ secrets.SLAB_BASE_URL }}
          job-secret: ${{ secrets.JOB_SECRET }}
          backend: hyperstack
-          profile: gpu-test
+          profile: single-h100

      # This instance will be spawned especially for pull-request from forked repository
      - name: Start GitHub instance
@@ -79,7 +79,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_fast_h100_tests.yml
+++ b/.github/workflows/gpu_fast_h100_tests.yml
@@ -40,7 +40,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -48,7 +48,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -129,7 +129,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_fast_tests.yml
+++ b/.github/workflows/gpu_fast_tests.yml
@@ -39,7 +39,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -47,7 +47,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -114,7 +114,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_full_h100_tests.yml
+++ b/.github/workflows/gpu_full_h100_tests.yml
@@ -68,7 +68,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_full_multi_gpu_tests.yml
+++ b/.github/workflows/gpu_full_multi_gpu_tests.yml
@@ -40,7 +40,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -48,7 +48,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -116,7 +116,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_integer_long_run_tests.yml
+++ b/.github/workflows/gpu_integer_long_run_tests.yml
@@ -65,7 +65,7 @@ jobs:
    timeout-minutes: 4320 # 72 hours
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_memory_sanitizer.yml
+++ b/.github/workflows/gpu_memory_sanitizer.yml
@@ -78,7 +78,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_memory_sanitizer_h100.yml
+++ b/.github/workflows/gpu_memory_sanitizer_h100.yml
@@ -78,7 +78,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_pcc.yml
+++ b/.github/workflows/gpu_pcc.yml
@@ -74,7 +74,7 @@ jobs:

    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_signed_integer_classic_tests.yml
+++ b/.github/workflows/gpu_signed_integer_classic_tests.yml
@@ -40,7 +40,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -48,7 +48,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -116,7 +116,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_signed_integer_h100_tests.yml
+++ b/.github/workflows/gpu_signed_integer_h100_tests.yml
@@ -40,7 +40,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -48,7 +48,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -129,7 +129,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_signed_integer_tests.yml
+++ b/.github/workflows/gpu_signed_integer_tests.yml
@@ -41,7 +41,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -49,7 +49,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -117,7 +117,7 @@ jobs:
            gcc: 11
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_unsigned_integer_classic_tests.yml
+++ b/.github/workflows/gpu_unsigned_integer_classic_tests.yml
@@ -40,7 +40,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -48,7 +48,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -116,7 +116,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_unsigned_integer_h100_tests.yml
+++ b/.github/workflows/gpu_unsigned_integer_h100_tests.yml
@@ -40,7 +40,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -48,7 +48,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -129,7 +129,7 @@ jobs:
            gcc: 11 
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/gpu_unsigned_integer_tests.yml
+++ b/.github/workflows/gpu_unsigned_integer_tests.yml
@@ -41,7 +41,7 @@ jobs:
      gpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.gpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -49,7 +49,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            gpu:
@@ -117,7 +117,7 @@ jobs:
            gcc: 11
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/hpu_hlapi_tests.yml
+++ b/.github/workflows/hpu_hlapi_tests.yml
@@ -32,7 +32,7 @@ jobs:
      hpu_test: ${{ env.IS_PULL_REQUEST == 'false' || steps.changed-files.outputs.hpu_any_changed }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -40,7 +40,7 @@ jobs:

      - name: Check for file changes
        id: changed-files
-        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        uses: tj-actions/changed-files@e0021407031f5be11a464abee9a0776171c79891 # v47.0.1
        with:
          files_yaml: |
            hpu:
@@ -83,13 +83,13 @@ jobs:
    needs: setup-instance
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ env.CHECKOUT_TOKEN }}

      - name: Install Rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
+        uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
        with:
          toolchain: stable
          override: true
--- a/.github/workflows/integer_long_run_tests.yml
+++ b/.github/workflows/integer_long_run_tests.yml
@@ -53,7 +53,7 @@ jobs:
    timeout-minutes: 4320 # 72 hours
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
--- a/.github/workflows/m1_tests.yml
+++ b/.github/workflows/m1_tests.yml
@@ -41,7 +41,7 @@ jobs:
    timeout-minutes: 720

    steps:
-      - uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: "false"
          token: ${{ env.CHECKOUT_TOKEN }}
--- a/.github/workflows/make_release_common.yml
+++ b/.github/workflows/make_release_common.yml
@@ -52,7 +52,7 @@ jobs:
      hash: ${{ steps.hash.outputs.hash }}
    steps:
      - name: Checkout
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -62,7 +62,7 @@ jobs:
          PACKAGE: ${{ inputs.package-name }}
        run: |
          cargo package -p "${PACKAGE}"
-      - uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+      - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
        with:
          name: crate-${{ inputs.package-name }}
          path: target/package/*.crate
@@ -93,14 +93,14 @@ jobs:
      id-token: write # Needed for OIDC token exchange on crates.io
    steps:
      - name: Checkout
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
        with:
          fetch-depth: 0
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}

      - name: Download artifact
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
        with:
          name: crate-${{ inputs.package-name }}
          path: target/package
--- a/.github/workflows/make_release_cuda.yml
+++ b/.github/workflows/make_release_cuda.yml
@@ -64,7 +64,7 @@ jobs:
      CUDA_PATH: /usr/local/cuda-${{ matrix.cuda }}
    steps:
      - name: Checkout
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
        with:
          fetch-depth: 0
          persist-credentials: "false"
@@ -104,7 +104,7 @@ jobs:
        run: |
          cargo package -p tfhe-cuda-backend

-      - uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+      - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
        with:
          name: crate-tfhe-cuda-backend
          path: target/package/*.crate
@@ -174,7 +174,7 @@ jobs:
          GCC_VERSION: ${{ matrix.gcc }}

      - name: Download artifact
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
        with:
          name: crate-tfhe-cuda-backend
          path: target/package
--- a/.github/workflows/make_release_tfhe.yml
+++ b/.github/workflows/make_release_tfhe.yml
@@ -41,6 +41,7 @@ jobs:
  make-release:
    name: make_release_tfhe/make-release
    uses: ./.github/workflows/make_release_common.yml
+    if: ${{ inputs.push_to_crates }}
    with:
      package-name: "tfhe"
      dry-run: ${{ inputs.dry_run }}
@@ -59,6 +60,7 @@ jobs:
  make-release-js:
    name: make_release_tfhe/make-release-js
    needs: make-release
+    if: ${{ always() && needs.make-release.result != 'failure' }}
    runs-on: ubuntu-latest
    # For provenance of npmjs publish
    permissions:
@@ -66,7 +68,7 @@ jobs:
      id-token: write # also needed for OIDC token exchange on crates.io and npmjs.com
    steps:
      - name: Checkout
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3 # v6.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
        with:
          fetch-depth: 0
          persist-credentials: 'false'
@@ -83,14 +85,14 @@ jobs:
          make build_web_js_api_parallel

      - name: Authenticate on NPM
-        uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+        uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
        with:
-          node-version: '22'
+          node-version: '24'
          registry-url: 'https://registry.npmjs.org'

      - name: Publish web package
        if: ${{ inputs.push_web_package }}
-        uses: JS-DevTools/npm-publish@7f8fe47b3bea1be0c3aec2b717c5ec1f3e03410b
+        uses: JS-DevTools/npm-publish@d2fef917d9aa6e1f0ee5eac28ed023eb4921ce51
        with:
          package: tfhe/pkg/package.json
          dry-run: ${{ inputs.dry_run }}
@@ -107,7 +109,7 @@ jobs:

      - name: Publish Node package
        if: ${{ inputs.push_node_package }}
-        uses: JS-DevTools/npm-publish@7f8fe47b3bea1be0c3aec2b717c5ec1f3e03410b
+        uses: JS-DevTools/npm-publish@d2fef917d9aa6e1f0ee5eac28ed023eb4921ce51
        with:
          package: tfhe/pkg/package.json
          dry-run: ${{ inputs.dry_run }}
--- a/.github/workflows/parameters_check.yml
+++ b/.github/workflows/parameters_check.yml
@@ -60,7 +60,7 @@ jobs:
    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
    steps:
      - name: Checkout tfhe-rs
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          persist-credentials: 'false'
          token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
@@ -71,7 +71,7 @@ jobs:
          toolchain: stable

      - name: Checkout lattice-estimator
-        uses: actions/checkout@1af3b93b6815bc44a9784bd300feb67ff0d1eeb3
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
        with:
          repository: malb/lattice-estimator
          path: lattice_estimator
--- a/.github/workflows/pr_milestone_check.yml
+++ b/.github/workflows/pr_milestone_check.yml
@@ -0,0 +1,67 @@
+name: pr_milestone_check
+
+on:
+  pull_request:
+    types: [opened, edited, synchronize, reopened, milestoned, demilestoned]
+
+permissions: {}
+
+# zizmor: ignore[concurrency-limits] only Zama organization members can trigger this workflow
+# external contributors workflows are manually approved
+
+jobs:
+  check-empty-milestone:
+    name: pr_milestone_check/check-empty-milestone
+    runs-on: ubuntu-latest
+    if: github.event.pull_request.milestone == null
+    permissions:
+      pull-requests: write # Need write access on pull requests to post comment
+
+    steps:
+      - name: Post Reminder Comment
+        uses: octokit/request-action@dad4362715b7fb2ddedf9772c8670824af564f0d # v2.4.0
+        with:
+          route: POST /repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/comments
+          body: |
+            '### ❌ Milestone Missing
+
+            Please assign a milestone to this pull request. If your PR targets the next version of
+            TFHE-rs please use the current quarter milestone, e.g. "Q1 26".
+
+            If your PR targets a patch version for previous releases: consider creating a dedicated
+            milestone e.g. v1.5.1 if it does not exist yet.'
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Check Final Status
+        run: |
+          echo "::error::Milestone is missing. This check is failing."
+          exit 1
+
+  check-milestone-open:
+    name: pr_milestone_check/check-milestone-open
+    runs-on: ubuntu-latest
+    if: github.event.pull_request.milestone != null && github.event.pull_request.milestone.state == 'closed'
+    permissions:
+      pull-requests: write # Need write access on pull requests to post comment
+
+    steps:
+      - name: Post Reminder Comment
+        uses: octokit/request-action@dad4362715b7fb2ddedf9772c8670824af564f0d # v2.4.0
+        with:
+          route: POST /repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/comments
+          body: |
+            '### ❌ Milestone is closed
+
+            Please assign an open milestone to this pull request. If your PR targets the next version of
+            TFHE-rs please use the current quarter milestone, e.g. "Q1 26".
+
+            If your PR targets a patch version for previous releases: consider creating a dedicated
+            milestone e.g. v1.5.1 if it does not exist yet.'
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Check Final Status
+        run: |
+          echo "::error::Milestone is closed. This check is failing."
+          exit 1
--- a/.github/workflows/unverified_prs.yml
+++ b/.github/workflows/unverified_prs.yml
@@ -17,7 +17,7 @@ jobs:
      issues: read # Needed to fetch all issues
      pull-requests: write # Needed to write message and close the PR
    steps:
-      - uses: actions/stale@5f858e3efba33a5ca4407a664cc011ad407f2008 # v10.1.0
+      - uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v10.1.1
        with:
          stale-pr-message: 'This PR is unverified and has been open for 2 days, it will now be closed. If you want to contribute please sign the CLA as indicated by the bot.'
          days-before-stale: 2
--- a/.gitignore
+++ b/.gitignore
@@ -10,6 +10,7 @@ target/
 **/*.rmeta
 **/Cargo.lock
 **/*.bin
+**/.DS_Store

 # Some of our bench outputs
 /tfhe/benchmarks_parameters
--- a/6
+++ b/6
@@ -11,7 +11,7 @@
 /tfhe/src/core_crypto/gpu               @agnesLeroy
 /tfhe/src/core_crypto/hpu               @zama-ai/hardware

-/tfhe/src/shortint/                     @mayeul-zama
+/tfhe/src/shortint/                     @mayeul-zama @nsarlin-zama

 /tfhe/src/integer/                      @tmontaigu
 /tfhe/src/integer/gpu                   @agnesLeroy
@@ -19,8 +19,12 @@

 /tfhe/src/high_level_api/               @tmontaigu

+/tfhe-zk-pok/                           @nsarlin-zama
+
 /tfhe-benchmark/                        @soonum

+/utils/                                 @nsarlin-zama
+
 /Makefile                               @IceTDrinker @soonum

 /mockups/tfhe-hpu-mockup                @zama-ai/hardware
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,7 +27,7 @@ rust-version = "1.91.1"
 [workspace.dependencies]
 aligned-vec = { version = "0.6", default-features = false }
 bytemuck = "1.24"
-dyn-stack = { version = "0.11", default-features = false }
+dyn-stack = { version = "0.13", default-features = false }
 itertools = "0.14"
 num-complex = "0.4"
 pulp = { version = "0.22", default-features = false }
@@ -36,6 +36,8 @@ rayon = "1.11"
 serde = { version = "1.0", default-features = false }
 wasm-bindgen = "0.2.101"
 getrandom = "0.2.8"
+# The project maintainers consider that this is the last version of the 1.3 branch, any newer version should not be trusted
+bincode = "=1.3.3"

 [profile.bench]
 lto = "fat"
--- a/61
+++ b/61
@@ -20,7 +20,7 @@ BENCH_TYPE?=latency
 BENCH_PARAM_TYPE?=classical
 BENCH_PARAMS_SET?=default
 BENCH_CUSTOM_COMMAND:=
-NODE_VERSION=22.6
+NODE_VERSION=24.12
 BACKWARD_COMPAT_DATA_DIR=utils/tfhe-backward-compat-data
 BACKWARD_COMPAT_DATA_GEN_VERSION:=$(TFHE_VERSION)
 TEST_VECTORS_DIR=apps/test-vectors
@@ -29,8 +29,8 @@ WASM_PACK_VERSION="0.13.1"
 WASM_BINDGEN_VERSION:=$(shell cargo tree --target wasm32-unknown-unknown -e all --prefix none | grep "wasm-bindgen v" | head -n 1 | cut -d 'v' -f2)
 WEB_RUNNER_DIR=web-test-runner
 WEB_SERVER_DIR=tfhe/web_wasm_parallel_tests
-TYPOS_VERSION=1.39.0
-ZIZMOR_VERSION=1.16.2
+TYPOS_VERSION=1.42.0
+ZIZMOR_VERSION=1.20.0
 # This is done to avoid forgetting it, we still precise the RUSTFLAGS in the commands to be able to
 # copy paste the command in the terminal and change them if required without forgetting the flags
 export RUSTFLAGS?=-C target-cpu=native
@@ -996,6 +996,15 @@ test_noise_check:
 		--features=boolean,shortint,integer -p tfhe -- noise_check \
 		--test-threads=1 --nocapture

+.PHONY: test_noise_check_gpu # Run dedicated noise and pfail check tests on gpu backend
+test_noise_check_gpu:
+	@# First run the sanity checks to make sure the atomic patterns are correct
+	RUSTFLAGS="$(RUSTFLAGS)" cargo test --profile $(CARGO_PROFILE) \
+		--features=boolean,shortint,integer,gpu -p tfhe -- gpu_sanity_check
+	RUSTFLAGS="$(RUSTFLAGS)" cargo test --profile $(CARGO_PROFILE) \
+		--features=boolean,shortint,integer,gpu -p tfhe -- gpu_noise_check \
+		--test-threads=1 --nocapture
+
 .PHONY: test_safe_serialization # Run the tests for safe serialization
 test_safe_serialization: install_cargo_nextest
 	RUSTFLAGS="$(RUSTFLAGS)" cargo test --profile $(CARGO_PROFILE) \
@@ -1291,13 +1300,14 @@ run_web_js_api_parallel: build_web_js_api_parallel setup_venv
 	--browser-path $(browser_path) \
 	--driver-path $(driver_path) \
 	--browser-kind  $(browser_kind) \
-	--server-cmd "npm run server" \
+	--server-cmd $(server_cmd) \
 	--server-workdir "$(WEB_SERVER_DIR)" \
 	--id-pattern $(filter)

 test_web_js_api_parallel_chrome: browser_path = "$(WEB_RUNNER_DIR)/chrome/chrome-linux64/chrome"
 test_web_js_api_parallel_chrome: driver_path = "$(WEB_RUNNER_DIR)/chrome/chromedriver-linux64/chromedriver"
 test_web_js_api_parallel_chrome: browser_kind = chrome
+test_web_js_api_parallel_chrome: server_cmd = "npm run server:multithreaded"
 test_web_js_api_parallel_chrome: filter = Test

 .PHONY: test_web_js_api_parallel_chrome # Run tests for the web wasm api on Chrome
@@ -1313,6 +1323,7 @@ test_web_js_api_parallel_chrome_ci: setup_venv
 test_web_js_api_parallel_firefox: browser_path = "$(WEB_RUNNER_DIR)/firefox/firefox/firefox"
 test_web_js_api_parallel_firefox: driver_path = "$(WEB_RUNNER_DIR)/firefox/geckodriver"
 test_web_js_api_parallel_firefox: browser_kind = firefox
+test_web_js_api_parallel_firefox: server_cmd = "npm run server:multithreaded"
 test_web_js_api_parallel_firefox: filter = Test

 .PHONY: test_web_js_api_parallel_firefox # Run tests for the web wasm api on Firefox
@@ -1343,7 +1354,6 @@ dieharder_csprng: install_dieharder build_tfhe_csprng

 .PHONY: clippy_bench # Run clippy lints on tfhe-benchmark
 clippy_bench: install_rs_check_toolchain
-	! (grep --recursive "trivial" tfhe-benchmark && echo "trivial found in benches")
 	RUSTFLAGS="$(RUSTFLAGS)" cargo "$(CARGO_RS_CHECK_TOOLCHAIN)" clippy --all-targets \
 		--features=boolean,shortint,integer,internal-keycache,pbs-stats,zk-pok \
 		-p tfhe-benchmark -- --no-deps -D warnings
@@ -1444,6 +1454,13 @@ bench_integer_aes256_gpu: install_rs_check_toolchain
 	--bench integer-aes256 \
 	--features=integer,internal-keycache,gpu, -p tfhe-benchmark --profile release_lto_off --

+.PHONY: bench_integer_trivium_gpu # Run benchmarks for trivium on GPU backend
+bench_integer_trivium_gpu: install_rs_check_toolchain
+	RUSTFLAGS="$(RUSTFLAGS)" __TFHE_RS_BENCH_TYPE=$(BENCH_TYPE) \
+	cargo $(CARGO_RS_CHECK_TOOLCHAIN) bench \
+	--bench integer-trivium \
+	--features=integer,internal-keycache,gpu, -p tfhe-benchmark --profile release_lto_off --
+
 .PHONY: bench_integer_multi_bit # Run benchmarks for unsigned integer using multi-bit parameters
 bench_integer_multi_bit: install_rs_check_toolchain
 	RUSTFLAGS="$(RUSTFLAGS)" __TFHE_RS_PARAM_TYPE=MULTI_BIT __TFHE_RS_BENCH_TYPE=$(BENCH_TYPE) \
@@ -1563,6 +1580,7 @@ bench_pbs128_gpu: install_rs_check_toolchain
 bench_web_js_api_parallel_chrome: browser_path = "$(WEB_RUNNER_DIR)/chrome/chrome-linux64/chrome"
 bench_web_js_api_parallel_chrome: driver_path = "$(WEB_RUNNER_DIR)/chrome/chromedriver-linux64/chromedriver"
 bench_web_js_api_parallel_chrome: browser_kind = chrome
+bench_web_js_api_parallel_chrome: server_cmd = "npm run server:multithreaded"
 bench_web_js_api_parallel_chrome: filter = Bench

 .PHONY: bench_web_js_api_parallel_chrome # Run benchmarks for the web wasm api
@@ -1578,6 +1596,7 @@ bench_web_js_api_parallel_chrome_ci: setup_venv
 bench_web_js_api_parallel_firefox: browser_path = "$(WEB_RUNNER_DIR)/firefox/firefox/firefox"
 bench_web_js_api_parallel_firefox: driver_path = "$(WEB_RUNNER_DIR)/firefox/geckodriver"
 bench_web_js_api_parallel_firefox: browser_kind = firefox
+bench_web_js_api_parallel_firefox: server_cmd = "npm run server:multithreaded"
 bench_web_js_api_parallel_firefox: filter = Bench

 .PHONY: bench_web_js_api_parallel_firefox # Run benchmarks for the web wasm api
@@ -1590,6 +1609,38 @@ bench_web_js_api_parallel_firefox_ci: setup_venv
 	nvm use $(NODE_VERSION) && \
 	$(MAKE) bench_web_js_api_parallel_firefox

+bench_web_js_api_unsafe_coop_chrome: browser_path = "$(WEB_RUNNER_DIR)/chrome/chrome-linux64/chrome"
+bench_web_js_api_unsafe_coop_chrome: driver_path = "$(WEB_RUNNER_DIR)/chrome/chromedriver-linux64/chromedriver"
+bench_web_js_api_unsafe_coop_chrome: browser_kind = chrome
+bench_web_js_api_unsafe_coop_chrome: server_cmd = "npm run server:unsafe-coop"
+bench_web_js_api_unsafe_coop_chrome: filter = ZeroKnowledgeBench # Only bench zk with unsafe coop
+
+.PHONY: bench_web_js_api_unsafe_coop_chrome # Run benchmarks for the web wasm api without cross-origin isolation
+bench_web_js_api_unsafe_coop_chrome: run_web_js_api_parallel
+
+.PHONY: bench_web_js_api_unsafe_coop_chrome_ci # Run benchmarks for the web wasm api without cross-origin isolation
+bench_web_js_api_unsafe_coop_chrome_ci: setup_venv
+	source ~/.nvm/nvm.sh && \
+	nvm install $(NODE_VERSION) && \
+	nvm use $(NODE_VERSION) && \
+	$(MAKE) bench_web_js_api_unsafe_coop_chrome
+
+bench_web_js_api_unsafe_coop_firefox: browser_path = "$(WEB_RUNNER_DIR)/firefox/firefox/firefox"
+bench_web_js_api_unsafe_coop_firefox: driver_path = "$(WEB_RUNNER_DIR)/firefox/geckodriver"
+bench_web_js_api_unsafe_coop_firefox: browser_kind = firefox
+bench_web_js_api_unsafe_coop_firefox: server_cmd = "npm run server:unsafe-coop"
+bench_web_js_api_unsafe_coop_firefox: filter = ZeroKnowledgeBench # Only bench zk with unsafe coop
+
+.PHONY: bench_web_js_api_unsafe_coop_firefox # Run benchmarks for the web wasm api without cross-origin isolation
+bench_web_js_api_unsafe_coop_firefox: run_web_js_api_parallel
+
+.PHONY: bench_web_js_api_unsafe_coop_firefox_ci # Run benchmarks for the web wasm api without cross-origin isolation
+bench_web_js_api_unsafe_coop_firefox_ci: setup_venv
+	source ~/.nvm/nvm.sh && \
+	nvm install $(NODE_VERSION) && \
+	nvm use $(NODE_VERSION) && \
+	$(MAKE) bench_web_js_api_unsafe_coop_firefox
+
 .PHONY: bench_hlapi # Run benchmarks for integer operations
 bench_hlapi: install_rs_check_toolchain
 	RUSTFLAGS="$(RUSTFLAGS)" __TFHE_RS_BENCH_BIT_SIZES_SET=$(BIT_SIZES_SET) \
--- a/README.md
+++ b/README.md
@@ -79,7 +79,7 @@ tfhe = { version = "*", features = ["boolean", "shortint", "integer"] }
 ```

 > [!Note]
-> Note: You need Rust version 1.84 or newer to compile TFHE-rs. You can check your version with `rustc --version`.
+> Note: You need Rust version 1.91.1 or newer to compile TFHE-rs. You can check your version with `rustc --version`.

 > [!Note]
 > Note: AArch64-based machines are not supported for Windows as it's currently missing an entropy source to be able to seed the [CSPRNGs](https://en.wikipedia.org/wiki/Cryptographically_secure_pseudorandom_number_generator) used in TFHE-rs.
--- a/apps/test-vectors/checksums.sha256
+++ b/apps/test-vectors/checksums.sha256
@@ -1,24 +1,32 @@
+08f31a47c29cc4d72ad32c0b5411fa20b3deef5b84558dd2fb892d3cdf90528a  data/toy_params/glwe_after_id_br_karatsuba.cbor
 29b6e3e7d27700004b70dca24d225816500490e2d6ee49b9af05837fd421896b  data/valid_params_128/lwe_after_spec_pbs.cbor
 2c70d1d78cc3760733850a353ace2b9c4705e840141b75841739e90e51247e18  data/valid_params_128/small_lwe_secret_key.cbor
+2fb4bb45c259b8383da10fc8f9459c40a6972c49b1696eb107f0a75640724be5  data/toy_params/lwe_after_id_pbs_karatsuba.cbor
 36c9080b636475fcacca503ce041bbfeee800fd3e1890dee559ea18defff9fe8  data/toy_params/glwe_after_id_br.cbor
 377761beeb4216cf5aa2624a8b64b8259f5a75c32d28e850be8bced3a0cdd6f5  data/toy_params/ksk.cbor
 59dba26d457f96478eda130cab5301fce86f23c6a8807de42f2a1e78c4985ca7  data/valid_params_128/lwe_ks.cbor
+5d80dd93fefae4f4f89484dfcd65bbe99cc32e7e3b0a90c33dd0d77516c0a023  data/valid_params_128/glwe_after_id_br_karatsuba.cbor
 656f0009c7834c5bcb61621e222047516054b9bc5d0593d474ab8f1c086b67a6  data/valid_params_128/lwe_after_id_pbs.cbor
 699580ca92b9c2f9e1f57fb1e312c9e8cb29714f7acdef9d2ba05f798546751f  data/toy_params/lwe_sum.cbor
 6e54ab41056984595b077baff70236d934308cf5c0c33b4482fbfb129b3756c6  data/valid_params_128/glwe_after_id_br.cbor
 70f5e5728822de05b49071efb5ec28551b0f5cc87aa709a455d8e7f04b9c96ee  data/toy_params/lwe_after_id_pbs.cbor
+76a5c52cab7fec1dc167da676c6cd39479cda6b2bb9f4e0573cb7d99c2692faa  data/valid_params_128/lwe_after_id_pbs_karatsuba.cbor
 7cc6803f5fbc3d5a1bf597f2b979ce17eecd3d6baca12183dea21022a7b65c52  data/toy_params/bsk.cbor
 7f3c40a134623b44779a556212477fea26eaed22450f3b6faeb8721d63699972  data/valid_params_128/lwe_sum.cbor
 837b3bd3245d4d0534ed255fdef896fb4fa6998a258a14543dfdadd0bfc9b6dd  data/toy_params/lwe_prod.cbor
+9ece8ca9c1436258b94e8c5e629b8722f9b18fdd415dd5209b6167a9dde8491c  data/toy_params/glwe_after_spec_br_karatsuba.cbor
 aa44aea29efd6d9e4d35a21a625d9cba155672e3f7ed3eddee1e211e62ad146b  data/valid_params_128/lwe_ms.cbor
 b7a037b9eaa88d6385167579b93e26a0cb6976d9b8967416fd1173e113bda199  data/valid_params_128/large_lwe_secret_key.cbor
+b7b8e3586128887bd682120f3e3a43156139bce5e3fe0b03284f8753a864d647  data/toy_params/lwe_after_spec_pbs_karatsuba.cbor
 bd00a8ae7494e400de5753029552ee1647efe7e17409b863a26a13b081099b8c  data/toy_params/lwe_after_spec_pbs.cbor
 c6df98676de04fe54b5ffc2eb30a82ebb706c9d7d5a4e0ed509700fec88761f7  data/toy_params/lwe_ms.cbor
 c7d5a864d5616a7d8ad50bbf40416e41e6c9b60c546dc14d4aa8fc40a418baa7  data/toy_params/large_lwe_secret_key.cbor
 c806533b325b1009db38be2f9bef5f3b2fad6b77b4c71f2855ccc9d3b4162e98  data/valid_params_128/lwe_b.cbor
 c9eb75bd2993639348a679cf48c06e3c38d1a513f48e5b0ce0047cea8cff6bbc  data/toy_params/lwe_a.cbor
+d3391969acf26dc69de0927ba279139d8d79999944069addc8ff469ad6c5ae2d  data/valid_params_128/lwe_after_spec_pbs_karatsuba.cbor
 d6da5baef0e787f6be56e218d8354e26904652602db964844156fdff08350ce6  data/toy_params/lwe_ks.cbor
 e591ab9af1b6a0aede273f9a3abb65a4c387feb5fa06a6959e9314058ca0f7e5  data/valid_params_128/ksk.cbor
+e59b002df3a9b01ad321ec51cf076fa35131ab9dbef141d1c54b717d61426c92  data/valid_params_128/glwe_after_spec_br_karatsuba.cbor
 e628354c81508a2d888016e8282df363dd12f1e19190b6475d4eb9d7ab8ae007  data/valid_params_128/glwe_after_spec_br.cbor
 e69d2d2c064fc8c0460b39191ca65338146990349954f5ec5ebd01d93610e7eb  data/valid_params_128/lwe_a.cbor
 e76c24b2a0c9a842ad13dda35473c2514f9e7d20983b5ea0759c4521a91626d9  data/valid_params_128/lwe_prod.cbor
--- a/apps/test-vectors/data/README.md
+++ b/apps/test-vectors/data/README.md
@@ -1,43 +1,46 @@
 # Test vectors for TFHE
 These test vectors are generated using [TFHE-rs](https://github.com/zama-ai/tfhe-rs), with the git tag `tfhe-test-vectors-0.2.0`.

-They are TFHE-rs objects serialized in the [cbor format](https://cbor.io/). You can deserialize them using any cbor library for the language of your choice. For example, using the [cbor2](https://pypi.org/project/cbor2/) program, run: `cbor2 --pretty toy_params/lwe_a.cbor`.
+They are TFHE-rs objects serialized in the [cbor format](https://cbor.io/). These can be deserialized using any cbor library for any programming languages. For example, using the [cbor2](https://pypi.org/project/cbor2/) program, the command to run is: `cbor2 --pretty toy_params/lwe_a.cbor`.

-You will find 2 folders with test vectors for different parameter sets:
- `valid_params_128`: valid classical PBS parameters using a gaussian noise distribution, providing 128bits of security in the IND-CPA model and a bootstrapping probability of failure of 2^{-64}.
- `toy_params`: insecure parameters that yield smaller values
+There are 2 folders with test vectors for different parameter sets:
+- `valid_params_128`: valid classical PBS parameters using a Gaussian noise distribution, providing 128-bits of security in the IND-CPA model (i.e., the probability of failure is smaller than 2^{-64}).
+- `toy_params`: insecure parameters that yield smaller values to simplify the bit comparison of the results.

-The values are generated for the keyswitch -> bootstrap (KS-PBS) atomic pattern. The cleartext inputs are 2 values, A and B defined below.
+The values are generated to compute a keyswitch (KS) followed by a bootstrap (PBS). The cleartext inputs are 2 values, A and B defined below.

 All the random values are generated from a fixed seed, that can be found in the `RAND_SEED` constant below. The PRNG used is the one based on the AES block cipher in counter mode, from tfhe `tfhe-csprng` crate.

-The programmable bootstrap is applied twice, with 2 different lut, the identity lut and a specific one (currently a x2 operation)
+The bootstrap is applied twice, with 2 different lut, the identity lut and a specific one computing the double of the input value (i.e., f(x) = 2*x).

 ## Vectors
 The following values are generated:

 ### Keys
-| name                   | description                                                                           | TFHE-rs type                |
-|------------------------|---------------------------------------------------------------------------------------|-----------------------------|
-| `large_lwe_secret_key` | Encryption secret key, before the KS and after the PBS                                | `LweSecretKey<Vec<u64>>`    |
-| `small_lwe_secret_key` | Secret key encrypting ciphertexts between the KS and the PBS                          | `LweSecretKey<Vec<u64>>`    |
-| `ksk`                  | The keyswitching key to convert a ct from the large key to the small one              | `LweKeyswitchKey<Vec<u64>>` |
+| name                   | description                                                                             | TFHE-rs type                |
+|------------------------|-----------------------------------------------------------------------------------------|-----------------------------|
+| `large_lwe_secret_key` | Encryption secret key, before the KS and after the PBS                                  | `LweSecretKey<Vec<u64>>`    |
+| `small_lwe_secret_key` | Secret key encrypting ciphertexts between the KS and the PBS                            | `LweSecretKey<Vec<u64>>`    |
+| `ksk`                  | The keyswitching key to convert a ct from the large key to the small one                | `LweKeyswitchKey<Vec<u64>>` |
 | `bsk`                  | the bootstrapping key to perform a programmable bootstrap on the keyswitched ciphertext | `LweBootstrapKey<Vec<u64>>` |


 ### Ciphertexts
-| name                 | description                                                                                                  | TFHE-rs type               | Cleartext    |
-|----------------------|--------------------------------------------------------------------------------------------------------------|----------------------------|--------------|
-| `lwe_a`              | Lwe encryption of A                                                                                          | `LweCiphertext<Vec<u64>>`  | `A`          |
-| `lwe_b`              | Lwe encryption of B                                                                                          | `LweCiphertext<Vec<u64>>`  | `B`          |
-| `lwe_sum`            | Lwe encryption of A plus lwe encryption of B                                                                 | `LweCiphertext<Vec<u64>>`  | `A+B`        |
-| `lwe_prod`           | Lwe encryption of A times cleartext B                                                                        | `LweCiphertext<Vec<u64>>`  | `A*B`        |
-| `lwe_ms`             | The lwe ciphertext after the modswitch part of the PBS ([note](#non-native-encoding))                        | `LweCiphertext<Vec<u64>>`  | `A`          |
-| `lwe_ks`             | The lwe ciphertext after the keyswitch                                                                       | `LweCiphertext<Vec<u64>>`  | `A`          |
-| `glwe_after_id_br`   | The glwe returned by the application of the identity blind rotation on the mod switched ciphertexts.         | `GlweCiphertext<Vec<u64>>` | rot id LUT   |
-| `lwe_after_id_pbs`   | The lwe returned by the application of the sample extract operation on the output of the id blind rotation   | `LweCiphertext<Vec<u64>>`  | `A`          |
-| `glwe_after_spec_br` | The glwe returned by the application of the spec blind rotation on the mod switched ciphertexts.             | `GlweCiphertext<Vec<u64>>` | rot spec LUT |
-| `lwe_after_spec_pbs` | The lwe returned by the application of the sample extract operation on the output of the spec blind rotation | `LweCiphertext<Vec<u64>>`  | `spec(A)`    |
+| name                 | description                                                                                         | TFHE-rs type               | Cleartext            |
+|----------------------|-----------------------------------------------------------------------------------------------------|----------------------------|----------------------|
+| `lwe_a`              | LWE Ciphertext encrypting A                                                                         | `LweCiphertext<Vec<u64>>`  | `A`                  |
+| `lwe_b`              | LWE Ciphertext encrypting B                                                                         | `LweCiphertext<Vec<u64>>`  | `B`                  |
+| `lwe_sum`            | LWE Ciphertext encrypting A plus lwe encryption of B                                                | `LweCiphertext<Vec<u64>>`  | `A+B`                |
+| `lwe_prod`           | LWE Ciphertext encrypting A times cleartext B                                                       | `LweCiphertext<Vec<u64>>`  | `A*B`                |
+| `lwe_ms`             | LWE Ciphertext encrypting A after a Modulus Switch from q to 2*N ([note](#non-native-encoding))     | `LweCiphertext<Vec<u64>>`  | `A`                  |
+| `lwe_ks`             | LWE Ciphertext encrypting A after a keyswitch from `large_lwe_secret_key` to `small_lwe_secret_key` | `LweCiphertext<Vec<u64>>`  | `A`                  |
+| `glwe_after_id_br`   | GLWE Ciphertext encrypting A after the application of the identity blind rotation on `lwe_ms`       | `GlweCiphertext<Vec<u64>>` | rotation of id LUT   |
+| `lwe_after_id_pbs`   | LWE Ciphertext encrypting A after the sample extract operation on `glwe_after_id_br`                | `LweCiphertext<Vec<u64>>`  | `A`                  |
+| `glwe_after_spec_br` | GLWE Ciphertext encrypting spec(A) after the application of the spec blind rotation on `lwe_ms`     | `GlweCiphertext<Vec<u64>>` | rotation of spec LUT |
+| `lwe_after_spec_pbs` | LWE Ciphertext encrypting spec(A) after the sample extract operation on `glwe_after_spec_br`        | `LweCiphertext<Vec<u64>>`  | `spec(A)`            |
+
+Ciphertexts with the `_karatsuba` suffix are generated using the Karatsuba polynomial multiplication algorithm in the blind rotation, while default ciphertexts are generated using an FFT multiplication.
+This makes it easier to reproduce bit exact results.

 ### Encodings
 #### Non native encoding
--- a/apps/test-vectors/data/toy_params/glwe_after_id_br_karatsuba.cbor
+++ b/apps/test-vectors/data/toy_params/glwe_after_id_br_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08f31a47c29cc4d72ad32c0b5411fa20b3deef5b84558dd2fb892d3cdf90528a
+size 4679
--- a/apps/test-vectors/data/toy_params/glwe_after_spec_br_karatsuba.cbor
+++ b/apps/test-vectors/data/toy_params/glwe_after_spec_br_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ece8ca9c1436258b94e8c5e629b8722f9b18fdd415dd5209b6167a9dde8491c
+size 4679
--- a/apps/test-vectors/data/toy_params/lwe_after_id_pbs_karatsuba.cbor
+++ b/apps/test-vectors/data/toy_params/lwe_after_id_pbs_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fb4bb45c259b8383da10fc8f9459c40a6972c49b1696eb107f0a75640724be5
+size 2365
--- a/apps/test-vectors/data/toy_params/lwe_after_spec_pbs_karatsuba.cbor
+++ b/apps/test-vectors/data/toy_params/lwe_after_spec_pbs_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7b8e3586128887bd682120f3e3a43156139bce5e3fe0b03284f8753a864d647
+size 2365
--- a/apps/test-vectors/data/valid_params_128/glwe_after_id_br_karatsuba.cbor
+++ b/apps/test-vectors/data/valid_params_128/glwe_after_id_br_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d80dd93fefae4f4f89484dfcd65bbe99cc32e7e3b0a90c33dd0d77516c0a023
+size 36935
--- a/apps/test-vectors/data/valid_params_128/glwe_after_spec_br_karatsuba.cbor
+++ b/apps/test-vectors/data/valid_params_128/glwe_after_spec_br_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e59b002df3a9b01ad321ec51cf076fa35131ab9dbef141d1c54b717d61426c92
+size 36935
--- a/apps/test-vectors/data/valid_params_128/lwe_after_id_pbs_karatsuba.cbor
+++ b/apps/test-vectors/data/valid_params_128/lwe_after_id_pbs_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76a5c52cab7fec1dc167da676c6cd39479cda6b2bb9f4e0573cb7d99c2692faa
+size 18493
--- a/apps/test-vectors/data/valid_params_128/lwe_after_spec_pbs_karatsuba.cbor
+++ b/apps/test-vectors/data/valid_params_128/lwe_after_spec_pbs_karatsuba.cbor
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3391969acf26dc69de0927ba279139d8d79999944069addc8ff469ad6c5ae2d
+size 18493
--- a/apps/test-vectors/src/main.rs
+++ b/apps/test-vectors/src/main.rs
@@ -265,6 +265,7 @@ fn generate_test_vectors<P: AsRef<Path>>(

    let mut id_lut = encoding.encode_lut(glwe_dimension, polynomial_size, ID_LUT);
    assert_data_not_zero(&id_lut);
+    let mut id_lut_karatsuba = id_lut.clone();

    blind_rotate_assign(&modswitched, &mut id_lut, &fourier_bsk);
    assert_data_not_zero(&id_lut);
@@ -287,8 +288,32 @@ fn generate_test_vectors<P: AsRef<Path>>(
    assert_data_not_zero(&lwe_pbs_id);
    store_data(path, &lwe_pbs_id, "lwe_after_id_pbs");

+    blind_rotate_karatsuba_assign(&modswitched, &mut id_lut_karatsuba, &bsk);
+    store_data(path, &id_lut_karatsuba, "glwe_after_id_br_karatsuba");
+
+    let mut lwe_pbs_karatsuba_id = LweCiphertext::new(
+        0u64,
+        glwe_dimension
+            .to_equivalent_lwe_dimension(polynomial_size)
+            .to_lwe_size(),
+        encoding.ciphertext_modulus,
+    );
+
+    extract_lwe_sample_from_glwe_ciphertext(
+        &id_lut_karatsuba,
+        &mut lwe_pbs_karatsuba_id,
+        MonomialDegree(0),
+    );
+
+    let decrypted_pbs_id = decrypt_lwe_ciphertext(&large_lwe_secret_key, &lwe_pbs_karatsuba_id);
+    let res = encoding.decode(decrypted_pbs_id);
+
+    assert_eq!(res, MSG_A);
+    store_data(path, &lwe_pbs_karatsuba_id, "lwe_after_id_pbs_karatsuba");
+
    let mut spec_lut = encoding.encode_lut(glwe_dimension, polynomial_size, SPEC_LUT);
    assert_data_not_zero(&spec_lut);
+    let mut spec_lut_karatsuba = spec_lut.clone();

    blind_rotate_assign(&modswitched, &mut spec_lut, &fourier_bsk);
    assert_data_not_zero(&spec_lut);
@@ -310,6 +335,33 @@ fn generate_test_vectors<P: AsRef<Path>>(
    assert_eq!(res, SPEC_LUT(MSG_A));
    assert_data_not_zero(&lwe_pbs_spec);
    store_data(path, &lwe_pbs_spec, "lwe_after_spec_pbs");
+
+    blind_rotate_karatsuba_assign(&modswitched, &mut spec_lut_karatsuba, &bsk);
+    store_data(path, &spec_lut_karatsuba, "glwe_after_spec_br_karatsuba");
+
+    let mut lwe_pbs_karatsuba_spec = LweCiphertext::new(
+        0u64,
+        glwe_dimension
+            .to_equivalent_lwe_dimension(polynomial_size)
+            .to_lwe_size(),
+        encoding.ciphertext_modulus,
+    );
+
+    extract_lwe_sample_from_glwe_ciphertext(
+        &spec_lut_karatsuba,
+        &mut lwe_pbs_karatsuba_spec,
+        MonomialDegree(0),
+    );
+
+    let decrypted_pbs_spec = decrypt_lwe_ciphertext(&large_lwe_secret_key, &lwe_pbs_karatsuba_spec);
+    let res = encoding.decode(decrypted_pbs_spec);
+
+    assert_eq!(res, SPEC_LUT(MSG_A));
+    store_data(
+        path,
+        &lwe_pbs_karatsuba_spec,
+        "lwe_after_spec_pbs_karatsuba",
+    );
 }

 fn rm_dir_except_readme<P: AsRef<Path>>(dir: P) {
--- a/apps/trivium/README.md
+++ b/apps/trivium/README.md
@@ -129,7 +129,7 @@ Other sizes than 64 bit are expected to be available in the future.

 # FHE shortint Trivium implementation

-The same implementation is also available for generic Ciphertexts representing bits (meant to be used with parameters `V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128`).
+The same implementation is also available for generic Ciphertexts representing bits (meant to be used with parameters `V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128`).
 It uses a lower level API of tfhe-rs, so the syntax is a little bit different. It also implements the `TransCiphering` trait. For optimization purposes, it does not internally run
 on the same cryptographic parameters as the high level API of tfhe-rs. As such, it requires the usage of a casting key, to switch from one parameter space to another, which makes
 its setup a little more intricate.
@@ -138,9 +138,9 @@ Example code:
 ```rust
 use tfhe::shortint::prelude::*;
 use tfhe::shortint::parameters::current_params::{
-    V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
 };
 use tfhe::{ConfigBuilder, generate_keys, FheUint64};
 use tfhe::prelude::*;
@@ -148,17 +148,17 @@ use tfhe_trivium::TriviumStreamShortint;

 fn test_shortint() {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

-    let (client_key, server_key): (ClientKey, ServerKey) = gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+    let (client_key, server_key): (ClientKey, ServerKey) = gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB".to_string();
--- a/apps/trivium/benches/kreyvium_shortint.rs
+++ b/apps/trivium/benches/kreyvium_shortint.rs
@@ -1,9 +1,9 @@
 use criterion::Criterion;
 use tfhe::prelude::*;
 use tfhe::shortint::parameters::current_params::{
-    V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
 };
 use tfhe::shortint::prelude::*;
 use tfhe::{generate_keys, ConfigBuilder, FheUint64};
@@ -11,19 +11,19 @@ use tfhe_trivium::{KreyviumStreamShortint, TransCiphering};

 pub fn kreyvium_shortint_warmup(c: &mut Criterion) {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB000000000000".to_string();
@@ -64,19 +64,19 @@ pub fn kreyvium_shortint_warmup(c: &mut Criterion) {

 pub fn kreyvium_shortint_gen(c: &mut Criterion) {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB000000000000".to_string();
@@ -112,19 +112,19 @@ pub fn kreyvium_shortint_gen(c: &mut Criterion) {

 pub fn kreyvium_shortint_trans(c: &mut Criterion) {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB000000000000".to_string();
--- a/apps/trivium/benches/trivium_shortint.rs
+++ b/apps/trivium/benches/trivium_shortint.rs
@@ -1,9 +1,9 @@
 use criterion::Criterion;
 use tfhe::prelude::*;
 use tfhe::shortint::parameters::current_params::{
-    V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
 };
 use tfhe::shortint::prelude::*;
 use tfhe::{generate_keys, ConfigBuilder, FheUint64};
@@ -11,19 +11,19 @@ use tfhe_trivium::{TransCiphering, TriviumStreamShortint};

 pub fn trivium_shortint_warmup(c: &mut Criterion) {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB".to_string();
@@ -64,19 +64,19 @@ pub fn trivium_shortint_warmup(c: &mut Criterion) {

 pub fn trivium_shortint_gen(c: &mut Criterion) {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB".to_string();
@@ -112,19 +112,19 @@ pub fn trivium_shortint_gen(c: &mut Criterion) {

 pub fn trivium_shortint_trans(c: &mut Criterion) {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB".to_string();
--- a/apps/trivium/src/kreyvium/test.rs
+++ b/apps/trivium/src/kreyvium/test.rs
@@ -1,9 +1,9 @@
 use crate::{KreyviumStream, KreyviumStreamByte, KreyviumStreamShortint, TransCiphering};
 use tfhe::prelude::*;
 use tfhe::shortint::parameters::current_params::{
-    V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
 };
 use tfhe::{generate_keys, ConfigBuilder, FheBool, FheUint64, FheUint8};
 // Values for these tests come from the github repo renaud1239/Kreyvium,
@@ -221,19 +221,19 @@ use tfhe::shortint::prelude::*;
 #[test]
 fn kreyvium_test_shortint_long() {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB000000000000".to_string();
--- a/apps/trivium/src/trans_ciphering/mod.rs
+++ b/apps/trivium/src/trans_ciphering/mod.rs
@@ -7,7 +7,7 @@ use tfhe::prelude::*;
 use tfhe::shortint::Ciphertext;
 use tfhe::{set_server_key, unset_server_key, FheUint64, FheUint8, ServerKey};

-/// Triat specifying the interface for trans ciphering a FheUint64 object. Since it is meant
+/// Trait specifying the interface for trans ciphering a FheUint64 object. Since it is meant
 /// to be used with stream ciphers, encryption and decryption are by default the same.
 pub trait TransCiphering {
    fn trans_encrypt_64(&mut self, cipher: FheUint64) -> FheUint64;
--- a/apps/trivium/src/trivium/test.rs
+++ b/apps/trivium/src/trivium/test.rs
@@ -1,9 +1,9 @@
 use crate::{TransCiphering, TriviumStream, TriviumStreamByte, TriviumStreamShortint};
 use tfhe::prelude::*;
 use tfhe::shortint::parameters::current_params::{
-    V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
-    V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
+    V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
 };
 use tfhe::{generate_keys, ConfigBuilder, FheBool, FheUint64, FheUint8};
 // Values for these tests come from the github repo cantora/avr-crypto-lib, commit 2a5b018,
@@ -357,19 +357,19 @@ use tfhe::shortint::prelude::*;
 #[test]
 fn trivium_test_shortint_long() {
    let config = ConfigBuilder::default()
-        .use_custom_parameters(V1_5_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
+        .use_custom_parameters(V1_6_PARAM_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128)
        .build();
    let (hl_client_key, hl_server_key) = generate_keys(config);
    let underlying_ck: tfhe::shortint::ClientKey = (*hl_client_key.as_ref()).clone().into();
    let underlying_sk: tfhe::shortint::ServerKey = (*hl_server_key.as_ref()).clone().into();

    let (client_key, server_key): (ClientKey, ServerKey) =
-        gen_keys(V1_5_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);
+        gen_keys(V1_6_PARAM_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128);

    let ksk = KeySwitchingKey::new(
        (&client_key, Some(&server_key)),
        (&underlying_ck, &underlying_sk),
-        V1_5_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
+        V1_6_PARAM_KEYSWITCH_1_1_KS_PBS_TO_2_2_KS_PBS_GAUSSIAN_2M128,
    );

    let key_string = "0053A6F94C9FF24598EB".to_string();
--- a/backends/tfhe-cuda-backend/Cargo.toml
+++ b/backends/tfhe-cuda-backend/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "tfhe-cuda-backend"
-version = "0.12.0"
+version = "0.13.0"
 edition = "2021"
 authors = ["Zama team"]
 license = "BSD-3-Clause-Clear"
--- a/backends/tfhe-cuda-backend/build.rs
+++ b/backends/tfhe-cuda-backend/build.rs
@@ -86,6 +86,7 @@ fn main() {
            "cuda/include/integer/integer.h",
            "cuda/include/integer/rerand.h",
            "cuda/include/aes/aes.h",
+            "cuda/include/trivium/trivium.h",
            "cuda/include/zk/zk.h",
            "cuda/include/keyswitch/keyswitch.h",
            "cuda/include/keyswitch/ks_enums.h",
--- a/backends/tfhe-cuda-backend/cuda/include/aes/aes_utilities.h
+++ b/backends/tfhe-cuda-backend/cuda/include/aes/aes_utilities.h
@@ -35,7 +35,8 @@ template <typename Torus> struct int_aes_lut_buffers {
        params.glwe_dimension, params.polynomial_size, params.message_modulus,
        params.carry_modulus, and_lambda, allocate_gpu_memory);
    auto active_streams_and_lut = streams.active_gpu_subset(
-        SBOX_MAX_AND_GATES * num_aes_inputs * sbox_parallelism);
+        SBOX_MAX_AND_GATES * num_aes_inputs * sbox_parallelism,
+        params.pbs_type);
    this->and_lut->broadcast_lut(active_streams_and_lut);
    this->and_lut->setup_gemm_batch_ks_temp_buffers(size_tracker);

@@ -50,8 +51,8 @@ template <typename Torus> struct int_aes_lut_buffers {
        this->flush_lut->get_degree(0), this->flush_lut->get_max_degree(0),
        params.glwe_dimension, params.polynomial_size, params.message_modulus,
        params.carry_modulus, flush_lambda, allocate_gpu_memory);
-    auto active_streams_flush_lut =
-        streams.active_gpu_subset(AES_STATE_BITS * num_aes_inputs);
+    auto active_streams_flush_lut = streams.active_gpu_subset(
+        AES_STATE_BITS * num_aes_inputs, params.pbs_type);
    this->flush_lut->broadcast_lut(active_streams_flush_lut);
    this->flush_lut->setup_gemm_batch_ks_temp_buffers(size_tracker);

@@ -65,7 +66,8 @@ template <typename Torus> struct int_aes_lut_buffers {
        this->carry_lut->get_degree(0), this->carry_lut->get_max_degree(0),
        params.glwe_dimension, params.polynomial_size, params.message_modulus,
        params.carry_modulus, carry_lambda, allocate_gpu_memory);
-    auto active_streams_carry_lut = streams.active_gpu_subset(num_aes_inputs);
+    auto active_streams_carry_lut =
+        streams.active_gpu_subset(num_aes_inputs, params.pbs_type);
    this->carry_lut->broadcast_lut(active_streams_carry_lut);
    this->carry_lut->setup_gemm_batch_ks_temp_buffers(size_tracker);
  }
--- a/backends/tfhe-cuda-backend/cuda/include/ciphertext.h
+++ b/backends/tfhe-cuda-backend/cuda/include/ciphertext.h
@@ -35,17 +35,9 @@ void cuda_centered_modulus_switch_64(void *stream, uint32_t gpu_index,
                                     uint32_t lwe_dimension,
                                     uint32_t log_modulus);

-void cuda_improve_noise_modulus_switch_64(
-    void *stream, uint32_t gpu_index, void *lwe_array_out,
-    void const *lwe_array_in, void const *lwe_array_indexes,
-    void const *encrypted_zeros, uint32_t lwe_size, uint32_t num_lwes,
-    uint32_t num_zeros, double input_variance, double r_sigma, double bound,
-    uint32_t log_modulus);
-
 void cuda_glwe_sample_extract_128(
    void *stream, uint32_t gpu_index, void *lwe_array_out,
    void const *glwe_array_in, uint32_t const *nth_array, uint32_t num_nths,
    uint32_t lwe_per_glwe, uint32_t glwe_dimension, uint32_t polynomial_size);
 }
-
 #endif
--- a/backends/tfhe-cuda-backend/cuda/include/helper_multi_gpu.h
+++ b/backends/tfhe-cuda-backend/cuda/include/helper_multi_gpu.h
@@ -8,7 +8,8 @@

 extern std::mutex m;
 extern bool p2p_enabled;
-extern const int THRESHOLD_MULTI_GPU;
+extern const int THRESHOLD_MULTI_GPU_WITH_MULTI_BIT_PARAMS;
+extern const int THRESHOLD_MULTI_GPU_WITH_CLASSICAL_PARAMS;

 extern "C" {
 int32_t cuda_setup_multi_gpu(int device_0_id);
@@ -39,7 +40,8 @@ get_variant_element(const std::variant<std::vector<Torus>, Torus> &variant,
  }
 }

-uint32_t get_active_gpu_count(uint32_t num_inputs, uint32_t gpu_count);
+uint32_t get_active_gpu_count(uint32_t num_inputs, uint32_t gpu_count,
+                              PBS_TYPE pbs_type);

 int get_num_inputs_on_gpu(int total_num_inputs, int gpu_index, int gpu_count);

@@ -73,9 +75,10 @@ public:

  // Returns a subset of this set as an active subset. An active subset is one
  // that is temporarily used to perform some computation
-  CudaStreams active_gpu_subset(int num_radix_blocks) {
-    return CudaStreams(_streams, _gpu_indexes,
-                       get_active_gpu_count(num_radix_blocks, _gpu_count));
+  CudaStreams active_gpu_subset(int num_radix_blocks, PBS_TYPE pbs_type) {
+    return CudaStreams(
+        _streams, _gpu_indexes,
+        get_active_gpu_count(num_radix_blocks, _gpu_count, pbs_type));
  }

  // Returns a CudaStreams struct containing only the ith stream
--- a/backends/tfhe-cuda-backend/cuda/include/integer/bitwise_ops.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/bitwise_ops.h
@@ -20,7 +20,8 @@ template <typename Torus> struct boolean_bitop_buffer {
    gpu_memory_allocated = allocate_gpu_memory;
    this->op = op;
    this->params = params;
-    auto active_streams = streams.active_gpu_subset(lwe_ciphertext_count);
+    auto active_streams =
+        streams.active_gpu_subset(lwe_ciphertext_count, params.pbs_type);
    this->unchecked = is_unchecked;
    switch (op) {
    case BITAND:
@@ -119,7 +120,8 @@ template <typename Torus> struct int_bitop_buffer {
    gpu_memory_allocated = allocate_gpu_memory;
    this->op = op;
    this->params = params;
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    switch (op) {
    case BITAND:
    case BITOR:
@@ -216,7 +218,8 @@ template <typename Torus> struct boolean_bitnot_buffer {
          message_extract_lut->get_max_degree(0), params.glwe_dimension,
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          lut_f_message_extract, gpu_memory_allocated);
-      auto active_streams = streams.active_gpu_subset(lwe_ciphertext_count);
+      auto active_streams =
+          streams.active_gpu_subset(lwe_ciphertext_count, params.pbs_type);
      message_extract_lut->broadcast_lut(active_streams);
    }
  }
--- a/backends/tfhe-cuda-backend/cuda/include/integer/cast.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/cast.h
@@ -39,7 +39,8 @@ template <typename Torus> struct int_extend_radix_with_sign_msb_buffer {
          },
          allocate_gpu_memory);

-      auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+      auto active_streams =
+          streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
      lut->broadcast_lut(active_streams);

      this->last_block = new CudaRadixCiphertextFFI;
--- a/backends/tfhe-cuda-backend/cuda/include/integer/cmux.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/cmux.h
@@ -14,7 +14,8 @@ template <typename Torus> struct int_zero_out_if_buffer {
                         uint64_t &size_tracker) {
    gpu_memory_allocated = allocate_gpu_memory;
    this->params = params;
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);

    tmp = new CudaRadixCiphertextFFI;
    create_zero_radix_ciphertext_async<Torus>(
@@ -114,9 +115,11 @@ template <typename Torus> struct int_cmux_buffer {
        predicate_lut->get_lut_indexes(0, 0), h_lut_indexes,
        2 * num_radix_blocks * sizeof(Torus), streams.stream(0),
        streams.gpu_index(0), allocate_gpu_memory);
-    auto active_streams_pred = streams.active_gpu_subset(2 * num_radix_blocks);
+    auto active_streams_pred =
+        streams.active_gpu_subset(2 * num_radix_blocks, params.pbs_type);
    predicate_lut->broadcast_lut(active_streams_pred);
-    auto active_streams_msg = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams_msg =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    message_extract_lut->broadcast_lut(active_streams_msg);
  }

--- a/backends/tfhe-cuda-backend/cuda/include/integer/comparison.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/comparison.h
@@ -52,7 +52,8 @@ template <typename Torus> struct int_are_all_block_true_buffer {
        params.glwe_dimension, params.polynomial_size, params.message_modulus,
        params.carry_modulus, is_max_value_f, gpu_memory_allocated);

-    auto active_streams = streams.active_gpu_subset(max_chunks);
+    auto active_streams =
+        streams.active_gpu_subset(max_chunks, params.pbs_type);
    is_max_value->broadcast_lut(active_streams);
  }

@@ -108,7 +109,8 @@ template <typename Torus> struct int_comparison_eq_buffer {
        params.glwe_dimension, params.polynomial_size, params.message_modulus,
        params.carry_modulus, is_non_zero_lut_f, gpu_memory_allocated);

-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    is_non_zero_lut->broadcast_lut(active_streams);

    // Scalar may have up to num_radix_blocks blocks
@@ -238,7 +240,8 @@ template <typename Torus> struct int_tree_sign_reduction_buffer {
        tree_inner_leaf_lut->get_max_degree(0), params.glwe_dimension,
        params.polynomial_size, params.message_modulus, params.carry_modulus,
        block_selector_f, gpu_memory_allocated);
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    tree_inner_leaf_lut->broadcast_lut(active_streams);
  }

@@ -390,7 +393,8 @@ template <typename Torus> struct int_comparison_buffer {
    this->op = op;
    this->is_signed = is_signed;

-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);

    identity_lut_f = [](Torus x) -> Torus { return x; };

@@ -523,7 +527,7 @@ template <typename Torus> struct int_comparison_buffer {
          signed_lut->get_degree(0), signed_lut->get_max_degree(0),
          params.glwe_dimension, params.polynomial_size, params.message_modulus,
          params.carry_modulus, signed_lut_f, gpu_memory_allocated);
-      auto active_streams = streams.active_gpu_subset(1);
+      auto active_streams = streams.active_gpu_subset(1, params.pbs_type);
      signed_lut->broadcast_lut(active_streams);
    }
    preallocated_h_lut = (Torus *)malloc(
--- a/backends/tfhe-cuda-backend/cuda/include/integer/compression/compression.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/compression/compression.h
@@ -65,6 +65,16 @@ void cleanup_cuda_integer_compress_radix_ciphertext_128(CudaStreamsFFI streams,

 void cleanup_cuda_integer_decompress_radix_ciphertext_128(
    CudaStreamsFFI streams, int8_t **mem_ptr_void);
+
+void cuda_integer_extract_glwe_128(
+    CudaStreamsFFI streams, void *glwe_array_out,
+    CudaPackedGlweCiphertextListFFI const *glwe_list,
+    uint32_t const glwe_index);
+
+void cuda_integer_extract_glwe_64(
+    CudaStreamsFFI streams, void *glwe_array_out,
+    CudaPackedGlweCiphertextListFFI const *glwe_list,
+    uint32_t const glwe_index);
 }

 #endif
--- a/backends/tfhe-cuda-backend/cuda/include/integer/compression/compression_utilities.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/compression/compression_utilities.h
@@ -116,7 +116,8 @@ template <typename Torus> struct int_decompression {
          effective_compression_carry_modulus,
          encryption_params.message_modulus, encryption_params.carry_modulus,
          decompression_rescale_f, gpu_memory_allocated);
-      auto active_streams = streams.active_gpu_subset(num_blocks_to_decompress);
+      auto active_streams = streams.active_gpu_subset(
+          num_blocks_to_decompress, decompression_rescale_lut->params.pbs_type);
      decompression_rescale_lut->broadcast_lut(active_streams);
    }
  }
--- a/backends/tfhe-cuda-backend/cuda/include/integer/div_rem.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/div_rem.h
@@ -356,7 +356,8 @@ template <typename Torus> struct unsigned_int_div_rem_2_2_memory {
          luts[j]->get_degree(0), luts[j]->get_max_degree(0),
          params.glwe_dimension, params.polynomial_size, params.message_modulus,
          params.carry_modulus, lut_f_message_extract, gpu_memory_allocated);
-      auto active_streams = streams.active_gpu_subset(num_blocks);
+      auto active_streams =
+          streams.active_gpu_subset(num_blocks, params.pbs_type);
      luts[j]->broadcast_lut(active_streams);
    }
  }
@@ -1012,7 +1013,7 @@ template <typename Torus> struct unsigned_int_div_rem_memory {
          masking_luts_1[i]->get_max_degree(0), params.glwe_dimension,
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          lut_f_masking, gpu_memory_allocated);
-      auto active_streams_1 = streams.active_gpu_subset(1);
+      auto active_streams_1 = streams.active_gpu_subset(1, params.pbs_type);
      masking_luts_1[i]->broadcast_lut(active_streams_1);

      generate_device_accumulator<Torus>(
@@ -1021,7 +1022,8 @@ template <typename Torus> struct unsigned_int_div_rem_memory {
          masking_luts_2[i]->get_max_degree(0), params.glwe_dimension,
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          lut_f_masking, gpu_memory_allocated);
-      auto active_streams_2 = streams.active_gpu_subset(num_blocks);
+      auto active_streams_2 =
+          streams.active_gpu_subset(num_blocks, params.pbs_type);
      masking_luts_2[i]->broadcast_lut(active_streams_2);
    }

@@ -1040,7 +1042,8 @@ template <typename Torus> struct unsigned_int_div_rem_memory {

    int_radix_lut<Torus> *luts[2] = {message_extract_lut_1,
                                     message_extract_lut_2};
-    auto active_streams = streams.active_gpu_subset(num_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_blocks, params.pbs_type);
    for (int j = 0; j < 2; j++) {
      generate_device_accumulator<Torus>(
          streams.stream(0), streams.gpu_index(0), luts[j]->get_lut(0, 0),
@@ -1128,7 +1131,8 @@ template <typename Torus> struct unsigned_int_div_rem_memory {

    // merge_overflow_flags_luts
    merge_overflow_flags_luts = new int_radix_lut<Torus> *[num_bits_in_message];
-    auto active_gpu_count_for_bits = streams.active_gpu_subset(1);
+    auto active_gpu_count_for_bits =
+        streams.active_gpu_subset(1, params.pbs_type);
    for (int i = 0; i < num_bits_in_message; i++) {
      auto lut_f_bit = [i](Torus x, Torus y) -> Torus {
        return (x == 0 && y == 0) << i;
@@ -1152,7 +1156,8 @@ template <typename Torus> struct unsigned_int_div_rem_memory {
                              uint32_t num_blocks, bool allocate_gpu_memory,
                              uint64_t &size_tracker) {
    gpu_memory_allocated = allocate_gpu_memory;
-    auto active_streams = streams.active_gpu_subset(2 * num_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(2 * num_blocks, params.pbs_type);
    this->params = params;

    if (params.message_modulus == 4 && params.carry_modulus == 4 &&
@@ -1473,7 +1478,8 @@ template <typename Torus> struct int_div_rem_memory {
                     bool allocate_gpu_memory, uint64_t &size_tracker) {

    gpu_memory_allocated = allocate_gpu_memory;
-    this->active_streams = streams.active_gpu_subset(num_blocks);
+    this->active_streams =
+        streams.active_gpu_subset(num_blocks, params.pbs_type);
    this->params = params;
    this->is_signed = is_signed;

@@ -1559,7 +1565,7 @@ template <typename Torus> struct int_div_rem_memory {
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          f_compare_extracted_signed_bits, gpu_memory_allocated);
      auto active_gpu_count_cmp =
-          streams.active_gpu_subset(1); // only 1 block needed
+          streams.active_gpu_subset(1, params.pbs_type); // only 1 block needed
      compare_signed_bits_lut->broadcast_lut(active_gpu_count_cmp);
    }
  }
--- a/backends/tfhe-cuda-backend/cuda/include/integer/ilog2.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/ilog2.h
@@ -20,7 +20,8 @@ template <typename Torus> struct int_prepare_count_of_consecutive_bits_buffer {
    this->allocate_gpu_memory = allocate_gpu_memory;
    this->direction = direction;
    this->bit_value = bit_value;
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    this->univ_lut_mem =
        new int_radix_lut<Torus>(streams, params, 1, num_radix_blocks,
                                 allocate_gpu_memory, size_tracker);
@@ -246,7 +247,8 @@ template <typename Torus> struct int_ilog2_buffer {
                                params.glwe_dimension, params.polynomial_size,
                                params.message_modulus, params.carry_modulus,
                                lut_message_lambda, allocate_gpu_memory);
-    auto active_streams = streams.active_gpu_subset(counter_num_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(counter_num_blocks, params.pbs_type);
    lut_message_not->broadcast_lut(active_streams);

    this->lut_carry_not =
--- a/backends/tfhe-cuda-backend/cuda/include/integer/integer.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/integer.h
@@ -883,6 +883,10 @@ void cuda_unchecked_first_index_in_clears_64(
    uint32_t num_unique, uint32_t num_blocks, uint32_t num_blocks_index,
    int8_t *mem, void *const *bsks, void *const *ksks);

+void cuda_small_scalar_multiplication_integer_64_inplace(
+    CudaStreamsFFI streams, CudaRadixCiphertextFFI *lwe_array, uint64_t scalar,
+    const uint32_t message_modulus, const uint32_t carry_modulus);
+
 void cleanup_cuda_unchecked_first_index_in_clears_64(CudaStreamsFFI streams,
                                                     int8_t **mem_ptr_void);

--- a/backends/tfhe-cuda-backend/cuda/include/integer/integer_utilities.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/integer_utilities.h
@@ -43,6 +43,8 @@ public:
              "parameters");                                                   \
    } else if ((msg_mod) == 0 && (carry_mod) == 0) {                           \
      break;                                                                   \
+    } else if ((msg_mod) == 4 && (carry_mod) == 32) {                          \
+      break;                                                                   \
    } else {                                                                   \
      PANIC("Invalid message modulus or carry modulus")                        \
    }                                                                          \
@@ -369,7 +371,8 @@ struct int_radix_lut_custom_input_output {
    this->num_input_blocks = num_input_blocks;
    this->gpu_memory_allocated = allocate_gpu_memory;

-    this->active_streams = streams.active_gpu_subset(num_radix_blocks);
+    this->active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
  }

  void setup_degrees() {
@@ -380,14 +383,18 @@ struct int_radix_lut_custom_input_output {

  void allocate_pbs_buffers(int_radix_params params, uint32_t num_radix_blocks,
                            bool allocate_gpu_memory, uint64_t &size_tracker) {
+
+    int threshold = (params.pbs_type == PBS_TYPE::MULTI_BIT)
+                        ? THRESHOLD_MULTI_GPU_WITH_MULTI_BIT_PARAMS
+                        : THRESHOLD_MULTI_GPU_WITH_CLASSICAL_PARAMS;
+
    for (uint i = 0; i < active_streams.count(); i++) {
      cuda_set_device(active_streams.gpu_index(i));
      int8_t *gpu_pbs_buffer;
-      auto num_blocks_on_gpu =
-          std::min((int)num_radix_blocks,
-                   std::max(THRESHOLD_MULTI_GPU,
-                            get_num_inputs_on_gpu(num_radix_blocks, i,
-                                                  active_streams.count())));
+      auto num_blocks_on_gpu = std::min(
+          (int)num_radix_blocks,
+          std::max(threshold, get_num_inputs_on_gpu(num_radix_blocks, i,
+                                                    active_streams.count())));

      uint64_t size = 0;
      execute_scratch_pbs<OutputTorus>(
@@ -422,18 +429,22 @@ struct int_radix_lut_custom_input_output {
    /// back to the original indexing
    multi_gpu_alloc_lwe_async(active_streams, lwe_array_in_vec,
                              num_radix_blocks, params.big_lwe_dimension + 1,
-                              size_tracker, allocate_gpu_memory);
+                              size_tracker, params.pbs_type,
+                              allocate_gpu_memory);
    multi_gpu_alloc_lwe_async(active_streams, lwe_after_ks_vec,
                              num_radix_blocks, params.small_lwe_dimension + 1,
-                              size_tracker, allocate_gpu_memory);
+                              size_tracker, params.pbs_type,
+                              allocate_gpu_memory);
    if (num_many_lut > 1) {
      multi_gpu_alloc_lwe_many_lut_output_async(
          active_streams, lwe_after_pbs_vec, num_radix_blocks, num_many_lut,
-          params.big_lwe_dimension + 1, size_tracker, allocate_gpu_memory);
+          params.big_lwe_dimension + 1, size_tracker, params.pbs_type,
+          allocate_gpu_memory);
    } else {
      multi_gpu_alloc_lwe_async(active_streams, lwe_after_pbs_vec,
                                num_radix_blocks, params.big_lwe_dimension + 1,
-                                size_tracker, allocate_gpu_memory);
+                                size_tracker, params.pbs_type,
+                                allocate_gpu_memory);
    }
    multi_gpu_alloc_array_async(active_streams, lwe_trivial_indexes_vec,
                                num_radix_blocks, size_tracker,
@@ -449,12 +460,14 @@ struct int_radix_lut_custom_input_output {
  }

  void setup_gemm_batch_ks_temp_buffers(uint64_t &size_tracker) {
+    int threshold = (params.pbs_type == PBS_TYPE::MULTI_BIT)
+                        ? THRESHOLD_MULTI_GPU_WITH_MULTI_BIT_PARAMS
+                        : THRESHOLD_MULTI_GPU_WITH_CLASSICAL_PARAMS;

-    auto inputs_on_gpu =
-        std::min((int)num_input_blocks,
-                 std::max(THRESHOLD_MULTI_GPU,
-                          get_num_inputs_on_gpu(num_input_blocks, 0,
-                                                active_streams.count())));
+    auto inputs_on_gpu = std::min(
+        (int)num_input_blocks,
+        std::max(threshold, get_num_inputs_on_gpu(num_input_blocks, 0,
+                                                  active_streams.count())));

    if (inputs_on_gpu >= get_threshold_ks_gemm()) {
      for (auto i = 0; i < active_streams.count(); ++i) {
@@ -796,16 +809,20 @@ struct int_radix_lut_custom_input_output {
  void allocate_lwe_vector_for_non_trivial_indexes(
      CudaStreams streams, uint64_t max_num_radix_blocks,
      uint64_t &size_tracker, bool allocate_gpu_memory) {
+
+    int threshold = (params.pbs_type == PBS_TYPE::MULTI_BIT)
+                        ? THRESHOLD_MULTI_GPU_WITH_MULTI_BIT_PARAMS
+                        : THRESHOLD_MULTI_GPU_WITH_CLASSICAL_PARAMS;
+
    // We need to create the auxiliary array only in GPU 0
    if (active_streams.count() > 1) {
      lwe_aligned_vec.resize(active_streams.count());
      for (uint i = 0; i < active_streams.count(); i++) {
        uint64_t size_tracker_on_array_i = 0;
-        auto inputs_on_gpu =
-            std::min((int)max_num_radix_blocks,
-                     std::max(THRESHOLD_MULTI_GPU,
-                              get_num_inputs_on_gpu(max_num_radix_blocks, i,
-                                                    active_streams.count())));
+        auto inputs_on_gpu = std::min(
+            (int)max_num_radix_blocks,
+            std::max(threshold, get_num_inputs_on_gpu(max_num_radix_blocks, i,
+                                                      active_streams.count())));
        InputTorus *d_array =
            (InputTorus *)cuda_malloc_with_size_tracking_async(
                inputs_on_gpu * (params.big_lwe_dimension + 1) *
@@ -996,8 +1013,8 @@ template <typename Torus> struct int_bit_extract_luts_buffer {
        num_radix_blocks * bits_per_block * sizeof(Torus), streams.stream(0),
        streams.gpu_index(0), allocate_gpu_memory);

-    auto active_streams =
-        streams.active_gpu_subset(bits_per_block * num_radix_blocks);
+    auto active_streams = streams.active_gpu_subset(
+        bits_per_block * num_radix_blocks, params.pbs_type);
    lut->broadcast_lut(active_streams);

    /**
@@ -1264,7 +1281,8 @@ template <typename Torus> struct int_sum_ciphertexts_vec_memory {
          luts_message_carry->get_max_degree(1), params.glwe_dimension,
          params.polynomial_size, message_modulus, params.carry_modulus,
          lut_f_carry, gpu_memory_allocated);
-      auto active_gpu_count_mc = streams.active_gpu_subset(pbs_count);
+      auto active_gpu_count_mc =
+          streams.active_gpu_subset(pbs_count, params.pbs_type);
      luts_message_carry->broadcast_lut(active_gpu_count_mc);
    }
  }
@@ -1434,7 +1452,8 @@ template <typename Torus> struct int_seq_group_prop_memory {
    cuda_memcpy_with_size_tracking_async_to_gpu(
        seq_lut_indexes, h_seq_lut_indexes, num_seq_luts * sizeof(Torus),
        streams.stream(0), streams.gpu_index(0), allocate_gpu_memory);
-    auto active_streams = streams.active_gpu_subset(num_seq_luts);
+    auto active_streams =
+        streams.active_gpu_subset(num_seq_luts, params.pbs_type);
    lut_sequential_algorithm->broadcast_lut(active_streams);
    free(h_seq_lut_indexes);
  };
@@ -1488,7 +1507,8 @@ template <typename Torus> struct int_hs_group_prop_memory {
        lut_hillis_steele->get_max_degree(0), glwe_dimension, polynomial_size,
        message_modulus, carry_modulus, f_lut_hillis_steele,
        gpu_memory_allocated);
-    auto active_streams = streams.active_gpu_subset(num_groups);
+    auto active_streams =
+        streams.active_gpu_subset(num_groups, params.pbs_type);
    lut_hillis_steele->broadcast_lut(active_streams);
  };
  void release(CudaStreams streams) {
@@ -1665,7 +1685,8 @@ template <typename Torus> struct int_shifted_blocks_and_states_memory {
        lut_indexes, h_lut_indexes, lut_indexes_size, streams.stream(0),
        streams.gpu_index(0), allocate_gpu_memory);
    // Do I need to do something else for the multi-gpu?
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    luts_array_first_step->broadcast_lut(active_streams);
  };
  void release(CudaStreams streams) {
@@ -1930,7 +1951,8 @@ template <typename Torus> struct int_prop_simu_group_carries_memory {
        scalar_array_cum_sum, h_scalar_array_cum_sum,
        num_radix_blocks * sizeof(Torus), streams.stream(0),
        streams.gpu_index(0), allocate_gpu_memory);
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    luts_array_second_step->broadcast_lut(active_streams);

    if (use_sequential_algorithm_to_resolve_group_carries) {
@@ -1955,7 +1977,8 @@ template <typename Torus> struct int_prop_simu_group_carries_memory {
    cuda_memcpy_with_size_tracking_async_gpu_to_gpu(
        lut_indexes, new_lut_indexes, new_num_blocks * sizeof(Torus),
        streams.stream(0), streams.gpu_index(0), gpu_memory_allocated);
-    auto new_active_streams = streams.active_gpu_subset(new_num_blocks);
+    auto new_active_streams = streams.active_gpu_subset(
+        new_num_blocks, luts_array_second_step->params.pbs_type);
    // We just need to update the lut indexes so we use false here
    luts_array_second_step->broadcast_lut(new_active_streams, false);

@@ -2122,7 +2145,7 @@ template <typename Torus> struct int_sc_prop_memory {
          polynomial_size, message_modulus, carry_modulus, f_overflow_fp,
          gpu_memory_allocated);

-      auto active_streams = streams.active_gpu_subset(1);
+      auto active_streams = streams.active_gpu_subset(1, params.pbs_type);
      lut_overflow_flag_prep->broadcast_lut(active_streams);
    }

@@ -2194,7 +2217,8 @@ template <typename Torus> struct int_sc_prop_memory {
          (num_radix_blocks + 1) * sizeof(Torus), streams.stream(0),
          streams.gpu_index(0), allocate_gpu_memory);
    }
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks + 1);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks + 1, params.pbs_type);
    lut_message_extract->broadcast_lut(active_streams);
  };

@@ -2391,7 +2415,8 @@ template <typename Torus> struct int_shifted_blocks_and_borrow_states_memory {
        lut_indexes, h_lut_indexes, lut_indexes_size, streams.stream(0),
        streams.gpu_index(0), allocate_gpu_memory);
    // Do I need to do something else for the multi-gpu?
-    auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+    auto active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    luts_array_first_step->broadcast_lut(active_streams);
  };

@@ -2402,7 +2427,8 @@ template <typename Torus> struct int_shifted_blocks_and_borrow_states_memory {
    cuda_memcpy_with_size_tracking_async_gpu_to_gpu(
        lut_indexes, new_lut_indexes, new_num_blocks * sizeof(Torus),
        streams.stream(0), streams.gpu_index(0), gpu_memory_allocated);
-    auto new_active_streams = streams.active_gpu_subset(new_num_blocks);
+    auto new_active_streams = streams.active_gpu_subset(
+        new_num_blocks, luts_array_first_step->params.pbs_type);
    // We just need to update the lut indexes so we use false here
    luts_array_first_step->broadcast_lut(new_active_streams, false);
  }
@@ -2497,7 +2523,8 @@ template <typename Torus> struct int_borrow_prop_memory {
        lut_message_extract->get_max_degree(0), glwe_dimension, polynomial_size,
        message_modulus, carry_modulus, f_message_extract,
        gpu_memory_allocated);
-    active_streams = streams.active_gpu_subset(num_radix_blocks);
+    active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);

    lut_message_extract->broadcast_lut(active_streams);

@@ -2518,7 +2545,8 @@ template <typename Torus> struct int_borrow_prop_memory {
      lut_borrow_flag->broadcast_lut(active_streams);
    }

-    active_streams = streams.active_gpu_subset(num_radix_blocks);
+    active_streams =
+        streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
    internal_streams.create_internal_cuda_streams_on_same_gpus(active_streams,
                                                               2);
  };
--- a/backends/tfhe-cuda-backend/cuda/include/integer/multiplication.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/multiplication.h
@@ -45,7 +45,8 @@ template <typename Torus> struct int_mul_memory {
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          zero_out_predicate_lut_f, gpu_memory_allocated);

-      auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+      auto active_streams =
+          streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
      zero_out_predicate_lut->broadcast_lut(active_streams);

      zero_out_mem = new int_zero_out_if_buffer<Torus>(
@@ -122,7 +123,8 @@ template <typename Torus> struct int_mul_memory {
          streams.stream(0), streams.gpu_index(0),
          luts_array->get_lut_indexes(0, lsb_vector_block_count), 1,
          msb_vector_block_count);
-    auto active_streams = streams.active_gpu_subset(total_block_count);
+    auto active_streams =
+        streams.active_gpu_subset(total_block_count, params.pbs_type);
    luts_array->broadcast_lut(active_streams);
    // create memory object for sum ciphertexts
    sum_ciphertexts_mem = new int_sum_ciphertexts_vec_memory<Torus>(
--- a/backends/tfhe-cuda-backend/cuda/include/integer/oprf.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/oprf.h
@@ -126,9 +126,11 @@ template <typename Torus> struct int_grouped_oprf_memory {
        luts->get_lut_indexes(0, 0), this->h_lut_indexes,
        num_blocks_to_process * sizeof(Torus), streams.stream(0),
        streams.gpu_index(0), allocate_gpu_memory);
-    auto active_streams = streams.active_gpu_subset(num_blocks_to_process);
+    auto active_streams =
+        streams.active_gpu_subset(num_blocks_to_process, params.pbs_type);
    luts->broadcast_lut(active_streams);

+    cuda_synchronize_stream(streams.stream(0), streams.gpu_index(0));
    free(h_corrections);
  }

--- a/backends/tfhe-cuda-backend/cuda/include/integer/radix_ciphertext.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/radix_ciphertext.h
@@ -6,6 +6,8 @@ void release_radix_ciphertext_async(cudaStream_t const stream,
                                    CudaRadixCiphertextFFI *data,
                                    const bool gpu_memory_allocated);

+void release_cpu_radix_ciphertext_async(CudaRadixCiphertextFFI *data);
+
 void reset_radix_ciphertext_blocks(CudaRadixCiphertextFFI *data,
                                   uint32_t new_num_blocks);

--- a/backends/tfhe-cuda-backend/cuda/include/integer/scalar_shifts.h
+++ b/backends/tfhe-cuda-backend/cuda/include/integer/scalar_shifts.h
@@ -91,7 +91,8 @@ template <typename Torus> struct int_logical_scalar_shift_buffer {
          cur_lut_bivariate->get_max_degree(0), params.glwe_dimension,
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          shift_lut_f, gpu_memory_allocated);
-      auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+      auto active_streams =
+          streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
      cur_lut_bivariate->broadcast_lut(active_streams);

      lut_buffers_bivariate.push_back(cur_lut_bivariate);
@@ -177,7 +178,8 @@ template <typename Torus> struct int_logical_scalar_shift_buffer {
          cur_lut_bivariate->get_max_degree(0), params.glwe_dimension,
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          shift_lut_f, gpu_memory_allocated);
-      auto active_streams = streams.active_gpu_subset(num_radix_blocks);
+      auto active_streams =
+          streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
      cur_lut_bivariate->broadcast_lut(active_streams);

      lut_buffers_bivariate.push_back(cur_lut_bivariate);
@@ -220,7 +222,7 @@ template <typename Torus> struct int_arithmetic_scalar_shift_buffer {
                                     uint64_t &size_tracker) {
    gpu_memory_allocated = allocate_gpu_memory;

-    auto active_streams = streams.active_gpu_subset(1);
+    auto active_streams = streams.active_gpu_subset(1, params.pbs_type);
    // In the arithmetic shift, a PBS has to be applied to the last rotated
    // block twice: once to shift it, once to compute the padding block to be
    // copied onto all blocks to the left of the last rotated block
@@ -276,7 +278,8 @@ template <typename Torus> struct int_arithmetic_scalar_shift_buffer {
          shift_last_block_lut_univariate->get_max_degree(0),
          params.glwe_dimension, params.polynomial_size, params.message_modulus,
          params.carry_modulus, last_block_lut_f, gpu_memory_allocated);
-      auto active_streams_shift_last = streams.active_gpu_subset(1);
+      auto active_streams_shift_last =
+          streams.active_gpu_subset(1, params.pbs_type);
      shift_last_block_lut_univariate->broadcast_lut(active_streams_shift_last);

      lut_buffers_univariate.push_back(shift_last_block_lut_univariate);
@@ -302,7 +305,7 @@ template <typename Torus> struct int_arithmetic_scalar_shift_buffer {
        padding_block_lut_univariate->get_max_degree(0), params.glwe_dimension,
        params.polynomial_size, params.message_modulus, params.carry_modulus,
        padding_block_lut_f, gpu_memory_allocated);
-    // auto active_streams = streams.active_gpu_subset(1);
+    // auto active_streams = streams.active_gpu_subset(1, params.pbs_type);
    padding_block_lut_univariate->broadcast_lut(active_streams);

    lut_buffers_univariate.push_back(padding_block_lut_univariate);
@@ -344,7 +347,7 @@ template <typename Torus> struct int_arithmetic_scalar_shift_buffer {
          params.polynomial_size, params.message_modulus, params.carry_modulus,
          blocks_lut_f, gpu_memory_allocated);
      auto active_streams_shift_blocks =
-          streams.active_gpu_subset(num_radix_blocks);
+          streams.active_gpu_subset(num_radix_blocks, params.pbs_type);
      shift_blocks_lut_bivariate->broadcast_lut(active_streams_shift_blocks);

      lut_buffers_bivariate.push_back(shift_blocks_lut_bivariate);
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Arthur Meyre	62a05d7bf7	wip	2026-01-20 17:07:36 +01:00
dependabot[bot]	ae856dcce2	chore(deps): bump JS-DevTools/npm-publish from 4.1.1 to 4.1.3 Bumps [JS-DevTools/npm-publish](https://github.com/js-devtools/npm-publish) from 4.1.1 to 4.1.3. - [Release notes](https://github.com/js-devtools/npm-publish/releases) - [Changelog](https://github.com/JS-DevTools/npm-publish/blob/main/CHANGELOG.md) - [Commits](`7f8fe47b3b...d2fef917d9`) --- updated-dependencies: - dependency-name: JS-DevTools/npm-publish dependency-version: 4.1.3 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2026-01-20 15:33:14 +01:00
Arthur Meyre	4c786562ba	feat: add missing raw parts APIs for shortint (Compressed)DecompressionKey	2026-01-20 14:17:30 +01:00
Agnes Leroy	9d0a772089	chore(gpu): filter out uniformity tests from compupte sanitizer and valgrind	2026-01-20 14:10:36 +01:00
David Testé	cfd8672b0f	chore(ci): fix clippy findings with the latest toolchain	2026-01-16 18:06:37 +01:00
David Testé	3c2c40b058	chore(ci): update toolchain to nightly-2026-01-14	2026-01-16 18:06:37 +01:00
David Testé	bb7e94423b	chore(ci): fix typos in documentation	2026-01-16 18:06:37 +01:00
David Testé	e90944d213	chore(ci): update typos checker version to 1.42.0	2026-01-16 18:06:37 +01:00
David Testé	e55c339c46	chore(ci): fix findings from zizmor about archived repositories	2026-01-16 18:06:37 +01:00
David Testé	c1f82f633a	chore(ci): update zizmor version to 1.20.0	2026-01-16 18:06:37 +01:00
Arthur Meyre	61550c6405	chore: bump TFHE-rs to 1.6.0	2026-01-16 14:34:40 +01:00
Arthur Meyre	f93b872551	chore: disable the Ubuntu auto upgrader to avoid fails in CI for GPU	2026-01-16 11:07:46 +01:00
Nicolas Sarlin	3bcb9c8360	chore(test-vectors): update README	2026-01-15 17:43:41 +01:00
Arthur Meyre	20a64abaf1	chore: update README.md indicating the wrong MSRV	2026-01-15 13:23:34 +01:00
Arthur Meyre	4b31987a45	chore(ci): warn if a milestone is not set on a Pull Request	2026-01-15 13:23:34 +01:00
Enzo Di Maria	b27fbc5d78	feat(gpu): trivium	2026-01-15 11:26:12 +01:00
Arthur Meyre	3d797e4823	chore: update GPU code to still work with new test harnesses - multi bit implementations are placeholders to be updated	2026-01-15 10:02:46 +01:00
Arthur Meyre	51ef40ace3	test: add multi bit support to dp_ks_pbs128_packingks	2026-01-15 10:02:46 +01:00
Arthur Meyre	c560462a4a	chore: update PBS noise formulas	2026-01-15 10:02:46 +01:00
Arthur Meyre	67ed05a008	chore: add pbs128 multi bit formulas and noise simulation primitives	2026-01-15 10:02:46 +01:00
Arthur Meyre	236eea5bd7	test: add multi bit support to br_rerand_dp_ks_ms	2026-01-15 10:02:46 +01:00
Arthur Meyre	a1d3262726	test: add multi bit support to br_dp_packingks_ms	2026-01-15 10:02:46 +01:00
Arthur Meyre	afbeebc1b4	test: add multi bit support to cpk_ks_ms, add test params	2026-01-15 10:02:46 +01:00
Arthur Meyre	09cd5c1727	test: add multi bit case to dp_ks_ms	2026-01-15 10:02:46 +01:00
Arthur Meyre	521f1516bb	test: add multi-bit parameters to br_dp_ks_ms noise checks - support added for generic bootstrap to keep existing code	2026-01-15 10:02:46 +01:00
Arthur Meyre	3c171136ad	chore: add multi bit noise primitives in core - add a fully fledged MultiBit PBS trait required for BR -> ... APs	2026-01-15 10:02:46 +01:00
Arthur Meyre	6f360968df	test: add multi bit modswitch in any_ms - update implems to manage the right dynamic types to keep atomic patterns coherent	2026-01-15 10:02:46 +01:00
Arthur Meyre	37a0c58cb9	test: update noise check tests to manage several mod switch types - current primitives have a placeholder for the multi bit case - generic PBS to handle classic and multi bit case to come in next PR	2026-01-15 10:02:46 +01:00
Arthur Meyre	99590e3b0f	chore: prepare primitives for multi bit PBS - implement traits on core primitives	2026-01-15 10:02:46 +01:00
Nicolas Sarlin	6300a025d9	chore(docs): fix api levels description	2026-01-13 09:43:49 +01:00
David Testé	7222bff5d6	chore(ci): fix artifact naming for hpu benchmarks Prior to this commit, all generated artifacts would be identified as integer benchmarks.	2026-01-12 15:42:24 +01:00
Arthur Meyre	cb4d62b40a	chore: fix wasm-pack URL and update build output listing Corrected the URL for 'wasm-pack' and updated the file listing after the build. co-authored-by: d4wae89d498 <faussurier.marc@icloud.com>	2026-01-12 12:51:04 +01:00
David Testé	7a0c054095	chore(bench): use ks32 parameters set as default only for cpu	2026-01-12 11:00:52 +01:00
Agnes Leroy	ddb7d56f56	chore(gpu): add neg to dedup ops	2026-01-12 11:00:52 +01:00
Guillermo Oyarzun	cbe39c8e98	feat(gpu): create noise and pfail tests pbs128 and packingks	2026-01-12 10:46:41 +01:00
pgardratzama	27364857f1	fix(hpu): prf is not available yet on HPU	2026-01-12 09:55:18 +01:00
Arthur Meyre	7043246c17	chore: update CODEOWNERS file	2026-01-09 16:12:50 +01:00
Theo Souchon	51735fb8ed	chore(bench): code refactor and automation for hlapi	2026-01-09 16:09:27 +01:00
pgardratzama	23a348c9ae	feat(hpu): new HPU bitstream RTL v2.2	2026-01-09 15:25:35 +01:00
Mayeul@Zama	61b616b784	chore(hlapi): add bench of oprf over any range	2026-01-09 15:19:08 +01:00
Mayeul@Zama	df48e176f3	feat(hlapi): add oprf over any range	2026-01-09 15:19:08 +01:00
Mayeul@Zama	dd2345df6b	refactor(integer): use NonZeroU64 for excluded_upper_bound	2026-01-09 15:19:08 +01:00
Mayeul@Zama	933800ea6f	doc(hlapi): fix documentation	2026-01-09 15:19:08 +01:00
Mayeul@Zama	3e4cee3a75	refactor(integer): split oprf_almost_uniformity_test	2026-01-09 15:19:08 +01:00
Mayeul@Zama	00ea9b8e07	refactor(shortint): improve error in uniformity_p_value	2026-01-09 15:19:08 +01:00
Mayeul@Zama	23ce85f6a2	fix(core): make sup_diff more permissive	2026-01-09 15:19:08 +01:00
Nicolas Sarlin	126a95e929	fix(js): unsafe coop bench was overwritting mt one	2026-01-08 16:48:18 +01:00
Nicolas Sarlin	23fffb1443	chore(deps): ignore unmaintained bincode cargo audit warning	2026-01-08 15:16:37 +01:00
Agnes Leroy	6d58a54266	chore(gpu): attempt to fix apt in ci	2026-01-08 14:54:03 +01:00
Baptiste Roux	9b8d5f5a43	chore(hpu): bump version of lru Lru required version update following caro audit Signed-off-by: Baptiste Roux <baptiste.roux@zama.ai>	2026-01-08 14:08:31 +01:00
dependabot[bot]	696f964ecf	chore(deps): bump actions/cache from 4.3.0 to 5.0.1 Bumps [actions/cache](https://github.com/actions/cache) from 4.3.0 to 5.0.1. - [Release notes](https://github.com/actions/cache/releases) - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md) - [Commits](`0057852bfa...9255dc7a25`) --- updated-dependencies: - dependency-name: actions/cache dependency-version: 5.0.1 dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-01-07 16:20:28 +01:00
Nicolas Sarlin	a5323d1edf	chore(test-vectors): add vectors for karatsuba br	2026-01-07 10:19:30 +01:00
Nicolas Sarlin	2d500d0de6	feat(core): add karatsuba bootstrap Co-authored-by: IceTDrinker <arthur.meyre@zama.ai>	2026-01-07 10:19:30 +01:00
pgardratzama	b1657876fb	fix(hpu): fix double import when hpu feature is on	2026-01-06 18:01:14 +01:00
pgardratzama	d2a570bdd6	chore: uses if_then_zero only in HPU ERC20 whitepaper (to be updated when encrypt_trivial becomes available on HPU), adds test of if_then_zero for both CPU & HPU	2026-01-06 16:55:07 +01:00
pgardratzama	122ef489fd	chore(hpu): make pcc happy	2026-01-06 16:55:07 +01:00
pgardratzama	ed84387bba	chore: trying to insure GPU ERC20 bench are not impacted while CPU & HPU uses if_then_zero	2026-01-06 16:55:07 +01:00
Baptiste Roux	1f4ba33a50	fix(hpu): Correctly select adder configuration in ERC_20/ERC_20_SIMD Add knobs to select ripple or kogge adder in ERC_20/ERC_20_SIMD. Previously, it was hardcoded to ripple carry and thus degraded latency performance of ERC_20.	2026-01-06 16:55:07 +01:00
Baptiste Roux	e645ee3397	feat: Add IfThenZero impl for Cpu	2026-01-06 16:55:07 +01:00
pgardratzama	569abd9a3b	fix(hpu): fix whitepaper erc20 for HPU using if_then_zero	2026-01-06 16:55:07 +01:00
Nicolas Sarlin	917bb5e1ef	chore(js): use smaller favicon for wasm tests	2026-01-06 16:42:43 +01:00
Nicolas Sarlin	509aadcad2	chore(js): add benchmark for unsafe coop context	2026-01-06 16:42:43 +01:00
David Testé	e20aea90df	chore(bench): set ks32 parameters as default for integer benchmarks	2026-01-06 14:59:34 +01:00
dependabot[bot]	e8ab448454	chore(deps): bump tj-actions/changed-files from 47.0.0 to 47.0.1 Bumps [tj-actions/changed-files](https://github.com/tj-actions/changed-files) from 47.0.0 to 47.0.1. - [Release notes](https://github.com/tj-actions/changed-files/releases) - [Changelog](https://github.com/tj-actions/changed-files/blob/main/HISTORY.md) - [Commits](`24d32ffd49...e002140703`) --- updated-dependencies: - dependency-name: tj-actions/changed-files dependency-version: 47.0.1 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2026-01-05 18:22:17 +01:00
dependabot[bot]	50f6773c82	chore(deps): bump codecov/codecov-action from 5.5.1 to 5.5.2 Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 5.5.1 to 5.5.2. - [Release notes](https://github.com/codecov/codecov-action/releases) - [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md) - [Commits](`5a1091511a...671740ac38`) --- updated-dependencies: - dependency-name: codecov/codecov-action dependency-version: 5.5.2 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2026-01-05 15:58:43 +01:00
dependabot[bot]	1eb8270812	chore(deps): bump peter-evans/create-pull-request from 7.0.9 to 8.0.0 Bumps [peter-evans/create-pull-request](https://github.com/peter-evans/create-pull-request) from 7.0.9 to 8.0.0. - [Release notes](https://github.com/peter-evans/create-pull-request/releases) - [Commits](`84ae59a2cd...98357b18bf`) --- updated-dependencies: - dependency-name: peter-evans/create-pull-request dependency-version: 8.0.0 dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-01-05 15:58:21 +01:00
Andrei Stoian	0fab6324b9	fix(gpu): memory sanitizer ci	2026-01-05 15:25:30 +01:00
David Testé	bb1c215951	chore(ci): fix naming on svg upload for backends comparison table Comparison table generation is a special kind. There are no inputs besides output filename. So if the regular name pattern is used we'll get only underscores between the SHA and "tables" in the artifact name.	2026-01-05 10:22:12 +01:00
Nicolas Sarlin	70a0021cbf	chore: fix bincode dependency version	2026-01-02 18:57:32 +01:00
dependabot[bot]	36b6376cc4	chore(deps): bump zgosalvez/github-actions-ensure-sha-pinned-actions Bumps [zgosalvez/github-actions-ensure-sha-pinned-actions](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions) from 4.0.0 to 4.0.1. - [Release notes](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions/releases) - [Commits](`9e9574ef04...6124774845`) --- updated-dependencies: - dependency-name: zgosalvez/github-actions-ensure-sha-pinned-actions dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-30 13:32:22 +01:00
dependabot[bot]	62d0d16f6d	chore(deps): bump foundry-rs/foundry-toolchain from 1.5.0 to 1.6.0 Bumps [foundry-rs/foundry-toolchain](https://github.com/foundry-rs/foundry-toolchain) from 1.5.0 to 1.6.0. - [Release notes](https://github.com/foundry-rs/foundry-toolchain/releases) - [Changelog](https://github.com/foundry-rs/foundry-toolchain/blob/master/RELEASE.md) - [Commits](`50d5a8956f...8b0419c685`) --- updated-dependencies: - dependency-name: foundry-rs/foundry-toolchain dependency-version: 1.6.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-30 13:32:14 +01:00
dependabot[bot]	c86deec683	chore(deps): bump actions/upload-artifact from 5.0.0 to 6.0.0 Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5.0.0 to 6.0.0. - [Release notes](https://github.com/actions/upload-artifact/releases) - [Commits](`330a01c490...b7c566a772`) --- updated-dependencies: - dependency-name: actions/upload-artifact dependency-version: 6.0.0 dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-30 11:14:47 +01:00
dependabot[bot]	4d42425f4f	chore(deps): bump actions/download-artifact from 6.0.0 to 7.0.0 Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6.0.0 to 7.0.0. - [Release notes](https://github.com/actions/download-artifact/releases) - [Commits](`018cc2cf5b...37930b1c2a`) --- updated-dependencies: - dependency-name: actions/download-artifact dependency-version: 7.0.0 dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-30 11:13:33 +01:00
Guillermo Oyarzun	92df46f8f2	fix(gpu): return to 64 regs in multi-bit pbs	2025-12-23 11:51:00 +01:00
David Testé	effb7ada6d	chore(ci): fix argument name passed to data_extractor	2025-12-18 18:09:34 +01:00
Agnes Leroy	49be544297	fix(gpu): fix cpu memory leak in expand and rerand	2025-12-18 16:33:23 +01:00
David Testé	23600eb8e1	chore(ci): split gpu documentation benchmarks execution This is done to mitigate H100x8-SXM5 server scarcity.	2025-12-18 14:56:15 +01:00
Agnes Leroy	9708cc7fe9	chore(gpu): remove core crypto from valgrind run	2025-12-18 13:01:12 +01:00
dependabot[bot]	4cdfccb659	chore(deps): bump actions/setup-node from 6.0.0 to 6.1.0 Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6.0.0 to 6.1.0. - [Release notes](https://github.com/actions/setup-node/releases) - [Commits](`2028fbc5c2...395ad32622`) --- updated-dependencies: - dependency-name: actions/setup-node dependency-version: 6.1.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-18 11:05:56 +01:00
dependabot[bot]	031c3fe34f	chore(deps): bump actions/checkout from 6.0.0 to 6.0.1 Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.0 to 6.0.1. - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](`1af3b93b68...8e8c483db8`) --- updated-dependencies: - dependency-name: actions/checkout dependency-version: 6.0.1 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-18 11:05:47 +01:00
dependabot[bot]	ea99307cf5	chore(deps): bump actions/stale from 10.1.0 to 10.1.1 Bumps [actions/stale](https://github.com/actions/stale) from 10.1.0 to 10.1.1. - [Release notes](https://github.com/actions/stale/releases) - [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md) - [Commits](`5f858e3efb...997185467f`) --- updated-dependencies: - dependency-name: actions/stale dependency-version: 10.1.1 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2025-12-18 11:05:36 +01:00
Enzo Di Maria	ca2a79f1fb	refactor(gpu): Threshold for multi-GPU with Classical PBS	2025-12-18 09:27:09 +01:00
Enzo Di Maria	0a59e86675	fix(gpu): Using tbc for classical 64 bits pbs on H100	2025-12-17 19:18:01 +01:00
Nicolas Sarlin	312ce494bf	chore(zk): add 1 * 64 benches with production CRS	2025-12-17 15:06:37 +01:00
Nicolas Sarlin	5f2e7e31f1	chore(zk): align wasm bench and integer bench	2025-12-17 15:06:37 +01:00
Agnes Leroy	cfa53682ae	fix(gpu): add missing sync before free in oprf	2025-12-16 09:42:11 +01:00
Agnes Leroy	006d6cc300	fix(gpu): fix some cpu memory leaks	2025-12-15 14:27:35 -03:00
David Testé	b950b551e6	chore(ci): update node version to 24.12 To be able to get npm version that allow trusted publishing (>v11.5.1).	2025-12-15 16:08:29 +01:00
David Testé	95524966ca	chore(ci): handle push to crates.io input in release workflow	2025-12-15 16:08:29 +01:00
Thomas Montaigu	d394af7f4d	chore: bump dyn-stack to 0.13 Notable changes: - StackReq methods no longer returns Result<StackReq, SizeOverflow> instead, StackReq contains the invalid state. Now, its when we create a PodBuffer that we can check/catch if the size req is invalid by catching errors when calling `PodBuffer::try_new`. Its also possible to manually check that `stack_req != StackReq::OVERFLOW` - GlobalaPodBuffer is now PodBuffer	2025-12-15 10:02:17 +01:00
Andrei Stoian	78d1ce18c1	feat(gpu): support keyswitch 64/32	2025-12-12 22:01:49 +01:00
Arthur Meyre	14d49f0891	chore: add possibility to manually populate tfhe FFT plan cache	2025-12-12 19:06:47 +01:00
Nicolas Sarlin	e544dfc08e	fix(integer): handle large string size in DataKind::num_blocks	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	5891a4d78a	fix(hl): handles empty compact lists	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	f17cd9bd37	fix(integer): handle message mod 0 in num_blocks	2025-12-12 13:10:14 +01:00
Thomas Montaigu	c083eb826d	fix(zk-pok): Check Modulus of deserialized Fp	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	1479315725	fix(integer): handles num_blocks_per_integer is 0 in ct list upgrade	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	b5e5058759	fix(core): handle lwe dim of 0 when computing ct list size	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	d98033c71d	fix(integer): check overflows when computing expected list size	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	c7b869c956	fix(core): use saturating_* to convert from lwe dim and size	2025-12-12 13:10:14 +01:00
Nicolas Sarlin	50b76817c9	fix(shortint): use saturating_sub to get degree from message modulus	2025-12-12 13:10:14 +01:00
David Testé	238f7d51f6	chore(ci): fix data extraction on backends comparison for docs	2025-12-12 12:24:47 +01:00
Thomas Montaigu	aa49d141c7	feat: add MetaParameterFinder	2025-12-12 11:20:03 +01:00
Thomas Montaigu	be1de6ef2b	chore: impl Versionize for MetaParameters	2025-12-12 11:20:03 +01:00
Guillermo Oyarzun	11579bd3d0	feat(gpu): create noise and pfail tests for pbs + ks + ms	2025-12-12 09:41:11 +01:00
Agnes Leroy	b7a706a3db	chore(bench): remove constraint in pcc to not use trivial name in bench	2025-12-11 14:41:07 +01:00
Agnes Leroy	8e4bec0b2a	chore(bench): modify whitepaper erc20 to match newest litepaper version	2025-12-11 14:41:07 +01:00
David Testé	641d4988d7	chore(ci): use run-name to distinguish benchmark runs This would create a run name in the GitHub Actions tabs that will be based on the inputs provided rather than just displaying the workflow filename.	2025-12-11 13:32:46 +01:00
Arthur Meyre	403cabb70a	chore: bump CSPRNG to 0.8.0 since MSRV was bumped	2025-12-11 13:12:36 +01:00
Arthur Meyre	63b46c3b99	chore: bump tfhe-versionable to 0.7 since the MSRV was changed	2025-12-11 13:12:36 +01:00
Arthur Meyre	a5aa3c366f	chore: bump tfhe-hpu-backend	2025-12-11 13:12:36 +01:00
Arthur Meyre	5818b08f2c	chore: bump tfhe-cuda-backend to 0.13.0	2025-12-11 13:12:36 +01:00
Arthur Meyre	de439ff6a1	chore: fix repo name in hpu README	2025-12-11 13:12:36 +01:00
Enzo Di Maria	cf969ff930	refactor(gpu): creating benchmarks for match_value	2025-12-11 12:01:43 +01:00