From d1db4a5e453a32ec7e74af63cb56ed298c6e6d68 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?David=20Test=C3=A9?= Date: Thu, 3 Nov 2022 17:51:06 +0100 Subject: [PATCH] tests(benchmarks): reduce number of test cases to speed-up execution Bench just one compilation option for automatic benchmarks. Only 'loop' option is tested to take advantage of hardware with a lot of available CPUs. Running benchmarks with 'default' option is suboptimal for this kind of hardware since it uses only one CPU. This also remove time consuming MNIST test, as it should be in ML benchmarks. Moreover Makefile is fixed to use provided Python executable instead of relying on system one to generate MLIR Yaml files. --- .github/workflows/benchmark.yml | 11 +++-- ci/benchmark_parser.py | 5 --- compiler/Makefile | 8 ++-- .../end_to_end_benchmark.cpp | 12 ++--- ...nd_to_end_linalg_apply_lookup_table_gen.py | 2 +- .../end_to_end_programs.yaml | 45 ------------------- 6 files changed, 19 insertions(+), 64 deletions(-) delete mode 100644 compiler/tests/end_to_end_fixture/end_to_end_programs.yaml diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index e9dd73b4a..a88568062 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -123,6 +123,12 @@ jobs: cd compiler make BINDINGS_PYTHON_ENABLED=OFF run-benchmarks + - name: Upload raw results artifact + uses: actions/upload-artifact@v3 + with: + name: ${{ github.sha }}_raw + path: compiler/benchmarks_results.json + - name: Parse results shell: bash run: | @@ -131,13 +137,12 @@ jobs: --series-name compiler_end_to_end_benchmarks \ --series-help "Concrete compiler end-to-end benchmarks timings" \ --series-tags "{\"compiler_hash\": \"${{ github.sha }}\", \"branch\": \"${{ github.ref_name }}\", \"optimizer_hash\": \"${OPTIMIZER_HASH}\", \"hardware\": \"aws ${{ env.EC2_INSTANCE_TYPE }}\"}" - gzip -k ${{ env.RESULTS_FILENAME }} - - name: Upload compressed results artifact + - name: Upload parsed results artifact uses: actions/upload-artifact@v3 with: name: ${{ github.sha }} - path: ${{ env.RESULTS_FILENAME }}.gz + path: ${{ env.RESULTS_FILENAME }} - name: Checkout Slab repo uses: actions/checkout@v3 diff --git a/ci/benchmark_parser.py b/ci/benchmark_parser.py index b5802d84f..0b3846feb 100644 --- a/ci/benchmark_parser.py +++ b/ci/benchmark_parser.py @@ -38,10 +38,6 @@ def parse_results(raw_results): result_values = list() raw_results = json.loads(raw_results.read_text()) for res in raw_results["benchmarks"]: - if not res.get("aggregate_name", None): - # Skipping iterations and focus only on aggregated results. - continue - bench_class, action, option_class, application = res["run_name"].split("/") for measurement in ("real_time", "cpu_time"): @@ -49,7 +45,6 @@ def parse_results(raw_results): "action": action, "option_class": option_class, "application": application, - "stat": res["aggregate_name"], "measurement": measurement} result_values.append({"value": res[measurement], "tags": tags}) diff --git a/compiler/Makefile b/compiler/Makefile index 51f025e3d..bb9e6f248 100644 --- a/compiler/Makefile +++ b/compiler/Makefile @@ -1,6 +1,6 @@ BUILD_TYPE?=Release BUILD_DIR?=./build -Python3_EXECUTABLE?= +Python3_EXECUTABLE?=python3 BINDINGS_PYTHON_ENABLED=ON DATAFLOW_EXECUTION_ENABLED=OFF TIMING_ENABLED=OFF @@ -253,13 +253,13 @@ run-end-to-end-gpu-tests: build-end-to-end-gpu-tests # benchmark generate-benchmarks: - python ./tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table_gen.py &> tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table.yaml + $(Python3_EXECUTABLE) ./tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table_gen.py > tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table.yaml build-benchmarks: build-initialized cmake --build $(BUILD_DIR) --target end_to_end_benchmark run-benchmarks: build-benchmarks generate-benchmarks - $(BUILD_DIR)/bin/end_to_end_benchmark --benchmark_out=benchmarks_results.json --benchmark_out_format=json --benchmark_repetitions=10 --benchmark_report_aggregates_only=true + $(BUILD_DIR)/bin/end_to_end_benchmark --benchmark_out=benchmarks_results.json --benchmark_out_format=json build-mlbench: build-initialized cmake --build $(BUILD_DIR) --target end_to_end_mlbench @@ -270,7 +270,7 @@ generate-mlbench: unzip tests/end_to_end_benchmarks/mlbench.zip -d tests/end_to_end_benchmarks/mlbench rm -f tests/end_to_end_benchmarks/mlbench/**/*\=* find tests/end_to_end_benchmarks/mlbench -name "*.mlir" -exec sed -e '1d' -e 's/ func / func.func /g' -e 's/ linalg.tensor_/ tensor./g' -e '$$d' -i {} \; - python tests/end_to_end_benchmarks/generate_bench_yaml.py tests/end_to_end_benchmarks/mlbench tests/end_to_end_benchmarks/mlbench/end_to_end_mlbench + $(Python3_EXECUTABLE) tests/end_to_end_benchmarks/generate_bench_yaml.py tests/end_to_end_benchmarks/mlbench tests/end_to_end_benchmarks/mlbench/end_to_end_mlbench run-mlbench: build-mlbench generate-mlbench tests/end_to_end_benchmarks/end_to_end_mlbench.sh tests/end_to_end_benchmarks/mlbench/ $(BUILD_DIR)/bin/end_to_end_mlbench diff --git a/compiler/tests/end_to_end_benchmarks/end_to_end_benchmark.cpp b/compiler/tests/end_to_end_benchmarks/end_to_end_benchmark.cpp index ed8ac14e9..d2f5609ea 100644 --- a/compiler/tests/end_to_end_benchmarks/end_to_end_benchmark.cpp +++ b/compiler/tests/end_to_end_benchmarks/end_to_end_benchmark.cpp @@ -132,9 +132,12 @@ static int registerEndToEndTestFromFile(std::string prefix, std::string path, setCurrentStackLimit(stackSizeRequirement); mlir::concretelang::CompilationOptions defaul; registe("default", defaul); - mlir::concretelang::CompilationOptions loop; - loop.loopParallelize = true; - registe("loop", loop); + // Run only parallelized benchmarks to take advantage of hardware with lots of + // CPU cores. + defaul.loopParallelize = true; + // mlir::concretelang::CompilationOptions loop; + // loop.loopParallelize = true; + // registe("loop", loop); #ifdef CONCRETELANG_CUDA_SUPPORT mlir::concretelang::CompilationOptions gpu; gpu.emitGPUOps = true; @@ -155,9 +158,6 @@ auto _ = { "tests/end_to_end_fixture/end_to_end_encrypted_tensor.yaml"), registerEndToEndTestFromFile( "FHELinalg", "tests/end_to_end_fixture/end_to_end_fhelinalg.yaml"), - registerEndToEndTestFromFile( - "FHELinalg", "tests/end_to_end_fixture/end_to_end_programs.yaml", - 0x8000000), registerEndToEndTestFromFile( "FHETLU", "tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table.yaml"), diff --git a/compiler/tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table_gen.py b/compiler/tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table_gen.py index d46488a77..afb8ad4da 100644 --- a/compiler/tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table_gen.py +++ b/compiler/tests/end_to_end_fixture/end_to_end_linalg_apply_lookup_table_gen.py @@ -3,7 +3,7 @@ import numpy as np MIN_PRECISON = 1 MAX_PRECISION = 16 -N_CT = [1, 10, 100, 1000, 10000] +N_CT = [1, 10, 100, 200] def main(): diff --git a/compiler/tests/end_to_end_fixture/end_to_end_programs.yaml b/compiler/tests/end_to_end_fixture/end_to_end_programs.yaml deleted file mode 100644 index adb90c66a..000000000 --- a/compiler/tests/end_to_end_fixture/end_to_end_programs.yaml +++ /dev/null @@ -1,45 +0,0 @@ -description: mnist_28_mlir_7b -program: | - // reported by concrete-ml on https://github.com/zama-ai/concrete-numpy-internal/issues/1553 - func.func @main(%arg0: tensor<1x784x!FHE.eint<7>>) -> tensor<1x10x!FHE.eint<7>> { - %cst = arith.constant 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: tensor<192x10xi8> - %cst_0 = arith.constant 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: tensor<128xi64> - %7 = "FHELinalg.apply_lookup_table"(%6, %cst_8) : (tensor<1x192x!FHE.eint<7>>, tensor<128xi64>) -> tensor<1x192x!FHE.eint<7>> - %8 = "FHELinalg.matmul_eint_int"(%7, %cst_0) : (tensor<1x192x!FHE.eint<7>>, tensor<192x192xi8>) -> tensor<1x192x!FHE.eint<7>> - %hack_9_c64_i8_3 = tensor.from_elements %c64_i8_3 : tensor<1xi8> - %9 = "FHELinalg.add_eint_int"(%8, %hack_9_c64_i8_3) : (tensor<1x192x!FHE.eint<7>>, tensor<1xi8>) -> tensor<1x192x!FHE.eint<7>> - %cst_9 = arith.constant dense<"0xFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000010000000000000001000000000000000100000000000000"> : tensor<128xi64> - %10 = "FHELinalg.apply_lookup_table"(%9, %cst_9) : (tensor<1x192x!FHE.eint<7>>, tensor<128xi64>) -> tensor<1x192x!FHE.eint<7>> - %11 = "FHELinalg.matmul_eint_int"(%10, %cst) : (tensor<1x192x!FHE.eint<7>>, tensor<192x10xi8>) -> tensor<1x10x!FHE.eint<7>> - %hack_12_c64_i8 = tensor.from_elements %c64_i8 : tensor<1xi8> - %12 = "FHELinalg.add_eint_int"(%11, %hack_12_c64_i8) : (tensor<1x10x!FHE.eint<7>>, tensor<1xi8>) -> tensor<1x10x!FHE.eint<7>> - %cst_10 = arith.constant dense<"0x000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000100000000000000020000000000000002000000000000000200000000000000030000000000000003000000000000000400000000000000040000000000000004000000000000000500000000000000050000000000000006000000000000000600000000000000070000000000000007000000000000000700000000000000080000000000000008000000000000000900000000000000090000000000000009000000000000000A000000000000000A000000000000000B000000000000000B000000000000000C000000000000000C000000000000000C000000000000000D000000000000000D000000000000000E000000000000000E000000000000000E000000000000000F000000000000000F000000000000001000000000000000100000000000000011000000000000001100000000000000110000000000000012000000000000001200000000000000130000000000000013000000000000001400000000000000140000000000000014000000000000001500000000000000150000000000000016000000000000001600000000000000160000000000000017000000000000001700000000000000180000000000000018000000000000001900000000000000190000000000000019000000000000001A000000000000001A000000000000001B000000000000001B000000000000001B000000000000001C000000000000001C000000000000001D000000000000001D000000000000001E000000000000001E000000000000001E000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F000000000000001F00000000000000"> : tensor<128xi64> - %13 = "FHELinalg.apply_lookup_table"(%12, %cst_10) : (tensor<1x10x!FHE.eint<7>>, tensor<128xi64>) -> tensor<1x10x!FHE.eint<7>> - return %13 : tensor<1x10x!FHE.eint<7>> - } -tests: - - inputs: - - tensor: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - shape: [1,784] - width: 8 - # No output for now just used for benchmark