Patch CUDA training logic to enable wasmedge-llmc gpu backend #34
Workflow file for this run
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| name: Unit, Static and other Tests | |
| on: | |
| create: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - master | |
| pull_request: | |
| branches: | |
| - master | |
| jobs: | |
| dataloader_test: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: test the dataloader without / with sanitize address | |
| run: | | |
| cd dev/test | |
| make PRECISION=BF16 test_dataloader | |
| ./test_dataloader | |
| make clean | |
| make PRECISION=BF16 TEST_CFLAGS="-fsanitize=address -fno-omit-frame-pointer" test_dataloader | |
| ./test_dataloader | |
| ptx_and_sass_files: | |
| runs-on: ubuntu-latest | |
| container: | |
| image: nvidia/cuda:12.4.1-devel-ubuntu22.04 | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Install OpenMP and OpenMPI | |
| run: apt-get update && apt-get install -y libomp-dev libopenmpi-dev | |
| - name: Generate ptx/sass files and upload them to persistent storage | |
| run: | | |
| mkdir -p dev/cuda/ptx_sass_logs | |
| make train_gpt2cu | |
| cuobjdump --dump-ptx train_gpt2cu > dev/cuda/train_gpt2cu.ptx | |
| cuobjdump --dump-sass train_gpt2cu > dev/cuda/train_gpt2cu.sass | |
| cd dev/cuda | |
| make -j all_ptx | |
| make -j all_sass | |
| cp *.ptx ptx_sass_logs/ | |
| cp *.sass ptx_sass_logs/ | |
| ls ptx_sass_logs/ | |
| - name: Generate ptx/sass files for A100 and upload them to persistent storage | |
| run: | | |
| mkdir -p dev/cuda/ptx_sass_logs_A100 | |
| make train_gpt2cu GPU_COMPUTE_CAPABILITY=80 | |
| cuobjdump --dump-ptx train_gpt2cu > dev/cuda/train_gpt2cu.ptx | |
| cuobjdump --dump-sass train_gpt2cu > dev/cuda/train_gpt2cu.sass | |
| cd dev/cuda | |
| make -j GPU_COMPUTE_CAPABILITY=80 all_ptx | |
| make -j GPU_COMPUTE_CAPABILITY=80 all_sass | |
| cp *.ptx ptx_sass_logs_A100/ | |
| cp *.sass ptx_sass_logs_A100/ | |
| ls ptx_sass_logs_A100/ | |
| - name: Generate ptx/sass files for H100 and upload them to persistent storage | |
| run: | | |
| mkdir -p dev/cuda/ptx_sass_logs_H100 | |
| make train_gpt2cu GPU_COMPUTE_CAPABILITY=90 | |
| cuobjdump --dump-ptx train_gpt2cu > dev/cuda/train_gpt2cu.ptx | |
| cuobjdump --dump-sass train_gpt2cu > dev/cuda/train_gpt2cu.sass | |
| cd dev/cuda | |
| make -j GPU_COMPUTE_CAPABILITY=90 all_ptx | |
| make -j GPU_COMPUTE_CAPABILITY=90 all_sass | |
| cp *.ptx ptx_sass_logs_H100/ | |
| cp *.sass ptx_sass_logs_H100/ | |
| ls ptx_sass_logs_H100/ | |
| - name: Upload ptx/sass files | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ptx_sass_files | |
| path: dev/cuda/ptx_sass_logs/ | |
| retention-days: 30 # days to retain | |
| - name: Upload ptx/sass files for A100 | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ptx_sass_files_A100 | |
| path: dev/cuda/ptx_sass_logs_A100/ | |
| retention-days: 30 # days to retain | |
| - name: Upload ptx/sass files for H100 | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ptx_sass_files_H100 | |
| path: dev/cuda/ptx_sass_logs_H100/ | |
| retention-days: 30 # days to retain |