OPEN: GitHub-based CI/CD Flow #2
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| name: CI | |
| on: | |
| push: | |
| pull_request: | |
| workflow_dispatch: | |
| jobs: | |
| build-deeploy: | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| ### Generic Tests ### | |
| generic-kernels: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - Adder | |
| - MultIO | |
| - test1DConvolution | |
| - test2DConvolution | |
| - test1DDWConvolution | |
| - test2DDWConvolution | |
| - test1DPad | |
| - test2DPad | |
| - testGEMM | |
| - testMatMul | |
| - testMatMulAdd | |
| - testMaxPool | |
| - testRQConv | |
| - testRQMatMul | |
| - testReduceSum | |
| - testReduceMean | |
| - testSlice | |
| - testRequantizedDWConv | |
| - test2DRequantizedConv | |
| uses: ./.github/workflows/TestRunnerGeneric.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| generic-models: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - simpleRegression | |
| - WaveFormer | |
| - simpleCNN | |
| - ICCT | |
| - ICCT_ITA | |
| - ICCT_8 | |
| - ICCT_ITA_8 | |
| - miniMobileNet | |
| - miniMobileNetv2 | |
| uses: ./.github/workflows/TestRunnerGeneric.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| ### CortexM Tests ### | |
| cortexm-kernels: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - Adder | |
| - MultIO | |
| - test1DPad | |
| - test2DPad | |
| - testMatMul | |
| - testMatMulAdd | |
| - testMaxPool | |
| - testRQConv | |
| - testReduceSum | |
| - testReduceMean | |
| - testSlice | |
| uses: ./.github/workflows/TestRunnerCortexM.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| cortexm-models: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - simpleRegression | |
| - WaveFormer | |
| uses: ./.github/workflows/TestRunnerCortexM.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| ### Mempool Tests ### | |
| mempool-kernels: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - Adder | |
| - MultIO | |
| - test1DConvolution | |
| - test2DConvolution | |
| - test1DDWConvolution | |
| - test2DDWConvolution | |
| - test1DPad | |
| - test2DPad | |
| - testGEMM | |
| - testMatMul | |
| - testMatMulAdd | |
| - testMaxPool | |
| - testRQConv | |
| - testRQGEMM | |
| - testRQMatMul | |
| - testReduceSum | |
| - testReduceMean | |
| - testSlice | |
| - testRequantizedDWConv | |
| - test2DRequantizedConv | |
| uses: ./.github/workflows/TestRunnerMempool.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| mempool-models: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - simpleRegression | |
| - simpleCNN | |
| - ICCT | |
| - ICCT_ITA | |
| - ICCT_8 | |
| - ICCT_ITA_8 | |
| - miniMobileNet | |
| - miniMobileNetv2 | |
| uses: ./.github/workflows/TestRunnerMempool.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| ### Siracusa Tests ### | |
| siracusa-kernels: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - Adder | |
| - MultIO | |
| - test1DPad | |
| - test2DPad | |
| - testMatMul | |
| - testMatMulAdd | |
| - testRequantizedDWConv | |
| - test2DRequantizedConv | |
| - iSoftmax | |
| - testConcat | |
| - testRMSNorm | |
| - trueIntegerDivSandwich | |
| - Hardswish | |
| - RQHardswish | |
| - testBacktracking | |
| uses: ./.github/workflows/TestRunnerSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| num-cores: 8 | |
| siracusa-models: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-name: | |
| - simpleRegression | |
| - miniMobileNet | |
| - miniMobileNetv2 | |
| - Attention | |
| - MLPerf/KeywordSpotting | |
| - MLPerf/ImageClassification | |
| - MLPerf/AnomalyDetection | |
| uses: ./.github/workflows/TestRunnerSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-name }} | |
| num-cores: 8 | |
| siracusa-kernels-tiled-singlebuffer-L2: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "testMatMul" | |
| L1: [64000, 32000, 16000] | |
| - name: "test2DRequantizedConv" | |
| L1: [8000, 6000, 4000] | |
| - name: "testRequantizedDWConv" | |
| L1: [2561] # SCHEREMO: The implicit transpose after the conv is untiled; need at least 2560 | |
| - name: "iSoftmax" | |
| L1: [800, 500, 300] | |
| - name: "testConcat" | |
| L1: [32000, 16000, 8000] | |
| - name: "testRMSNorm" | |
| L1: [2048, 1024, 512] | |
| - name: "Hardswish" | |
| L1: [750] | |
| - name: "RQHardswish" | |
| L1: [750] | |
| num-cores: | |
| - 8 | |
| uses: ./.github/workflows/TestRunnerTiledSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| siracusa-kernels-tiled-doublebuffer-L2: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "testMatMul" | |
| L1: [64000, 32000, 16000] | |
| - name: "test2DRequantizedConv" | |
| L1: [8000, 6000, 5000] | |
| - name: "testRequantizedDWConv" | |
| L1: [5121] # SCHEREMO: The implicit transpose after the conv is untiled; need at least 2560 * 2 for DB | |
| - name: "iSoftmax" | |
| L1: [1600, 1000, 600] | |
| - name: "testConcat" | |
| L1: [64000, 32000, 16000] | |
| - name: "testRMSNorm" | |
| L1: [4096, 2048, 1024] | |
| - name: "Hardswish" | |
| L1: [750] | |
| - name: "RQHardswish" | |
| L1: [750] | |
| - name: "microLlama/microLlama1" | |
| L1: [60000, 20000, 10000] | |
| - name: "microLlama/microLlama8" | |
| L1: [60000, 20000, 10000] | |
| - name: "microLlama/microLlama8_parallel" | |
| L1: [60000, 20000, 10000] | |
| num-cores: | |
| - 8 | |
| double-buffer: | |
| - true | |
| uses: ./.github/workflows/TestRunnerTiledSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| double-buffer: ${{ matrix.double-buffer }} | |
| siracusa-models-tiled-singlebuffer-L2: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "simpleRegression" | |
| L1: [45000, 30000, 15000] | |
| - name: "miniMobileNet" | |
| L1: [60000, 12000, 6000, 3000] | |
| - name: "miniMobileNetv2" | |
| L1: [60000, 16000, 12000, 8000] | |
| - name: "Attention" | |
| L1: [60000, 10000, 5000] | |
| - name: "microLlama/microLlama1" | |
| L1: [60000, 10000, 5000] | |
| - name: "microLlama/microLlama8" | |
| L1: [60000, 10000, 5000] | |
| - name: "microLlama/microLlama8_parallel" | |
| L1: [60000, 10000, 5000] | |
| - name: "MLPerf/KeywordSpotting" | |
| L1: [64000] | |
| - name: "MLPerf/ImageClassification" | |
| L1: [64000] | |
| - name: "MLPerf/AnomalyDetection" | |
| L1: [64000] | |
| num-cores: | |
| - 8 | |
| uses: ./.github/workflows/TestRunnerTiledSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| siracusa-models-tiled-singlebuffer-L3: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "simpleRegression" | |
| L1: [45000, 30000, 16000] # SCHEREMO: 15000 leads to non-2d transfers in L3! | |
| - name: "miniMobileNet" | |
| L1: [60000, 12000, 6000] # SCHEREMO: 3000 leads to non-2d transfers in L3! | |
| - name: "miniMobileNetv2" | |
| L1: [60000, 16000, 12000, 8000] | |
| - name: "Attention" | |
| L1: [60000, 10000, 5000, 2500] | |
| - name: "Transformer" | |
| L1: [60000, 30000, 15000] | |
| - name: "microLlama/microLlama1" | |
| L1: [60000, 10000, 5000] | |
| num-cores: | |
| - 8 | |
| default-memory-level: | |
| - "L3" | |
| uses: ./.github/workflows/TestRunnerTiledSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| default-memory-level: ${{ matrix.default-memory-level }} | |
| siracusa-models-tiled-doublebuffer-L3: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "simpleRegression" | |
| L1: [60000, 45000, 30000] | |
| - name: "miniMobileNet" | |
| L1: [60000, 24000, 12000, 6000] | |
| - name: "miniMobileNetv2" | |
| L1: [60000, 32000, 24000, 16000] | |
| - name: "Attention" | |
| L1: [60000, 20000, 10000, 5000] | |
| - name: "Transformer" | |
| L1: [60000, 30000, 15000] | |
| num-cores: | |
| - 8 | |
| double-buffer: | |
| - true | |
| default-memory-level: | |
| - "L3" | |
| uses: ./.github/workflows/TestRunnerTiledSiracusa.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| double-buffer: ${{ matrix.double-buffer }} | |
| default-memory-level: ${{ matrix.default-memory-level }} | |
| siracusa-neureka-kernels-tiled-singlebuffer-L2: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "testRequantizedLinear" | |
| L1: [16000] | |
| - name: "testPointwise" | |
| L1: [32000] | |
| - name: "testPointwiseConvBNReLU" | |
| L1: [32000] | |
| - name: "testPointwiseUnsignedWeights" | |
| L1: [32000] | |
| num-cores: | |
| - 8 | |
| uses: ./.github/workflows/TestRunnerTiledSiracusaWithNeureka.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| siracusa-neureka-kernels-tiled-doublebuffer-L2: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "testRequantizedLinear" | |
| L1: [16000] | |
| - name: "testPointwise" | |
| L1: [32000] | |
| - name: "testPointwiseConvBNReLU" | |
| L1: [32000] | |
| - name: "testPointwiseUnsignedWeights" | |
| L1: [32000] | |
| num-cores: | |
| - 8 | |
| double-buffer: | |
| - true | |
| uses: ./.github/workflows/TestRunnerTiledSiracusaWithNeureka.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| double-buffer: ${{ matrix.double-buffer }} | |
| siracusa-neureka-models-tiled-singlebuffer-L3: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "miniMobileNet" | |
| L1: [2000] # LMACAN: 1000 leads to non-2d transfers in L3! | |
| - name: "Attention" | |
| L1: [2500] | |
| - name: "Transformer" | |
| L1: [15000] | |
| - name: "microLlama/microLlama1" | |
| L1: [10000] | |
| num-cores: | |
| - 8 | |
| default-memory-level: | |
| - "L3" | |
| uses: ./.github/workflows/TestRunnerTiledSiracusaWithNeureka.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| default-memory-level: ${{ matrix.default-memory-level }} | |
| siracusa-neureka-models-tiled-doublebuffer-L3: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "miniMobileNet" | |
| L1: [2000] # LMACAN: 1000 leads to non-2d transfers in L3! | |
| - name: "Attention" | |
| L1: [5000] | |
| - name: "Transformer" | |
| L1: [30000] | |
| num-cores: | |
| - 8 | |
| double-buffer: | |
| - true | |
| default-memory-level: | |
| - "L3" | |
| uses: ./.github/workflows/TestRunnerTiledSiracusaWithNeureka.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| double-buffer: ${{ matrix.double-buffer }} | |
| default-memory-level: ${{ matrix.default-memory-level }} | |
| siracusa-neureka-kernels-tiled-singlebuffer-L2-wmem: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "testRequantizedLinear" | |
| L1: [16000] | |
| - name: "testPointwise" | |
| L1: [32000] | |
| - name: "testPointwiseConvBNReLU" | |
| L1: [32000] | |
| - name: "testPointwiseUnsignedWeights" | |
| L1: [32000] | |
| num-cores: | |
| - 8 | |
| neureka-wmem: | |
| - true | |
| uses: ./.github/workflows/TestRunnerTiledSiracusaWithNeureka.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| neureka-wmem: ${{ matrix.neureka-wmem }} | |
| siracusa-neureka-models-tiled-doublebuffer-L3-wmem: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-data: | |
| - name: "miniMobileNet" | |
| L1: [2000] # LMACAN: 1000 leads to non-2d transfers in L3! | |
| - name: "Attention" | |
| L1: [2500] | |
| - name: "Transformer" | |
| L1: [30000] | |
| - name: "microLlama/microLlama1" | |
| L1: [10000] | |
| num-cores: | |
| - 8 | |
| double-buffer: | |
| - true | |
| default-memory-level: | |
| - "L3" | |
| neureka-wmem: | |
| - true | |
| uses: ./.github/workflows/TestRunnerTiledSiracusaWithNeureka.yml | |
| with: | |
| test-name: ${{ matrix.test-data.name }} | |
| num-cores: ${{ matrix.num-cores }} | |
| L1: ${{ toJson(matrix.test-data.L1) }} | |
| double-buffer: ${{ matrix.double-buffer }} | |
| default-memory-level: ${{ matrix.default-memory-level }} | |
| neureka-wmem: ${{ matrix.neureka-wmem }} | |
| ### Deeploy Extension and Internal Tests ### | |
| deeploy-state-serialization: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| name: ["simpleRegression"] | |
| platform: ['QEMU-ARM', 'Siracusa', 'MemPool', 'Generic'] | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python deeployStateEqualityTest.py -t ./Tests/${{ matrix.name }} -p ${{ matrix.platform }} | |
| shell: bash | |
| deeploy-memory-level-extension: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| name: ["simpleRegression"] | |
| platform: ['QEMU-ARM', 'Siracusa', 'MemPool', 'Generic'] | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python testMemoryLevelExtension.py -t ./Tests/${{ matrix.name }} -p ${{ matrix.platform }} | |
| shell: bash | |
| deeploy-tiler-extension: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| name: ["simpleRegression", "simpleCNN", "testMatMul", "testMaxPool"] | |
| platform: ['Siracusa'] | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python testTilerExtension.py -t ./Tests/${{ matrix.name }} -p ${{ matrix.platform }} | |
| shell: bash | |
| deeploy-tiler-extension-fail: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| name: ["simpleRegression", "simpleCNN", "testMatMul", "testMaxPool"] | |
| platform: ['Siracusa'] | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python testTilerExtension.py -t ./Tests/${{ matrix.name }} -p ${{ matrix.platform }} --l1 2000 --shouldFail | |
| shell: bash | |
| deeploy-memory-allocation-extension: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| name: ["simpleRegression", "simpleCNN", "miniMobileNet", "miniMobileNetv2", "testMatMul", "testMaxPool"] | |
| platform: ["Siracusa"] | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python testTilerExtension.py -t ./Tests/${{ matrix.name }} -p ${{ matrix.platform }} | |
| shell: bash | |
| deeploy-typing: | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python testTypes.py | |
| shell: bash | |
| deeploy-regex-matching: | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: pip install -e . | |
| - name: Run Test | |
| run: | | |
| cd DeeployTest | |
| python testRegexMatching.py | |
| shell: bash | |
| linting: | |
| runs-on: ubuntu-22.04 | |
| container: | |
| image: ghcr.io/victor-jung/deeploy:main | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Build Deeploy | |
| run: | | |
| pip install -e . | |
| cd DeeployTest | |
| - name: Format Python | |
| run: | | |
| yapf -rpd -e "third_party/" -e "install/" -e "toolchain/" . | |
| shell: bash | |
| - name: Format Python Imports | |
| run: | | |
| isort --sg "**/third_party/*" --sg "install/*" --sg "toolchain/*" ./ -c -v | |
| autoflake -c -r --remove-all-unused-imports --ignore-init-module-imports --exclude "*/third_party/**" ./ | |
| shell: bash | |
| - name: Format C | |
| run: | | |
| python scripts/run_clang_format.py -e "*/third_party/*" -e "*/install/*" -e "*/toolchain/*" -ir --clang-format-executable=${LLVM_INSTALL_DIR}/bin/clang-format ./ scripts | |
| shell: bash | |
| - name: Format Python Licenses | |
| run: | | |
| grep -Lr "SPDX-License-Identifier: Apache-2.0" --exclude-dir="toolchain" --exclude-dir="install" --exclude-dir=".git" . --exclude-dir="third_party" --exclude-dir="TEST_*" --exclude "run_clang_format.py" | grep ".*\.py$" || [[ $? == 1 ]] | |
| shell: bash | |
| - name: Format C Licenses | |
| run: | | |
| grep -Lr "SPDX-License-Identifier: Apache-2.0" --exclude-dir="toolchain" --exclude-dir="install" --exclude-dir=".git" . --exclude-dir="third_party" --exclude-dir="TEST_*" --exclude-dir="runtime" | grep ".*\.c$" || [[ $? == 1 ]] | |
| shell: bash | |
| - name: Format C Header Licenses | |
| run: | | |
| grep -Lr "SPDX-License-Identifier: Apache-2.0" --exclude-dir="toolchain" --exclude-dir="install" --exclude-dir=".git" . --exclude-dir="third_party" --exclude-dir="TEST_*" --exclude-dir="runtime" | grep ".*\.h$" || [[ $? == 1 ]] | |
| shell: bash | |