Merge upstream #19
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: ROCM_CI | |
| on: | |
| pull_request: | |
| types: [labeled, synchronize, reopened] | |
| jobs: | |
| build: | |
| if: contains(github.event.label.name, 'rocm') | |
| runs-on: rocm | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Get CPU info on Ubuntu | |
| if: contains(runner.os, 'linux') | |
| run: | | |
| cat /proc/cpuinfo | |
| - name: Get env vars | |
| run: | | |
| echo GITHUB_WORKFLOW = $GITHUB_WORKFLOW | |
| echo HOME = $HOME | |
| echo GITHUB_ACTION = $GITHUB_ACTION | |
| echo GITHUB_ACTIONS = $GITHUB_ACTIONS | |
| echo GITHUB_REPOSITORY = $GITHUB_REPOSITORY | |
| echo GITHUB_EVENT_NAME = $GITHUB_EVENT_NAME | |
| echo GITHUB_EVENT_PATH = $GITHUB_EVENT_PATH | |
| echo GITHUB_WORKSPACE = $GITHUB_WORKSPACE | |
| echo GITHUB_SHA = $GITHUB_SHA | |
| echo GITHUB_REF = $GITHUB_REF | |
| export GIT_BRANCH=${GITHUB_BASE_REF:-${GITHUB_REF#refs/heads/}} | |
| echo GIT_BRANCH = $GIT_BRANCH | |
| c++ --verbose | |
| - name: Build AITemplate | |
| run: | | |
| rocm-smi | |
| rocminfo | grep "gfx" | |
| export GIT_BRANCH=${GITHUB_BASE_REF:-${GITHUB_REF#refs/heads/}} | |
| git clone --recursive -b $GIT_BRANCH https://github.com/facebookincubator/AITemplate.git | |
| cd AITemplate | |
| DOCKER_BUILDKIT=1 ./docker/build.sh rocm | |
| docker run --network=host --device=/dev/kfd --device=/dev/dri --ipc=host --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v $HOME:/dockerx/ ait:latest | |
| export ROCM_PATH=/opt/rocm | |
| export ROC_USE_FGS_KERNARG=0 | |
| # clean up and reinstall ait | |
| pip3 uninstall -y aitemplate | |
| cd python | |
| rm -rf dist build | |
| python3 setup.py bdist_wheel | |
| pip3 install dist/*.whl | |
| #install necessary python modules | |
| pip3 install timm | |
| pip3 uninstall -y torch | |
| pip3 install torch --extra-index-url https://download.pytorch.org/whl/rocm5.1.1 | |
| python3 -m pip install transformers click | |
| python3 -c "import torch; print(torch.__version__)" | |
| #run examples | |
| - name: Run Resnet-50 Tests | |
| run: | | |
| echo "Running RESNET50 tests" | |
| cd $GITHUB_WORKSPACE/AITemplate/examples/01_resnet-50 | |
| # populate log headers | |
| export GIT_BRANCH=${GITHUB_BASE_REF:-${GITHUB_REF#refs/heads/}} | |
| echo -n "hostname: ">resnet50.log; hostname >> resnet50.log | |
| echo -n "GPU_arch: " >> resnet50.log; rocminfo | grep "Name:" | grep "gfx" >> resnet50.log | |
| rocminfo | grep "Compute Unit:" >> resnet50.log | |
| echo "git_branch: $GIT_BRANCH" >> resnet50.log | |
| git show --summary | grep commit >> resnet50.log | |
| /opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> resnet50.log | |
| HIP_VISIBLE_DEVICES=0,1 python3 benchmark_ait.py 2>&1 | tee -a resnet50.log | |
| # test 2 gcd | |
| for BATCH_SIZE in 1 2 4 8 16 32 64 128 256 | |
| do | |
| HIP_VISIBLE_DEVICES=0 python3 benchmark_ait.py --batch-size $BATCH_SIZE 2>&1 | tee -a resnet50.log & | |
| HIP_VISIBLE_DEVICES=1 python3 benchmark_ait.py --batch-size $BATCH_SIZE 2>&1 | tee -a resnet50.log | |
| done | |
| ## BERT | |
| - name: Run BERT Tests | |
| run: | | |
| echo "Running BERT tests" | |
| cd $GITHUB_WORKSPACE/AITemplate/examples/03_bert | |
| # populate log headers | |
| export GIT_BRANCH=${GITHUB_BASE_REF:-${GITHUB_REF#refs/heads/}} | |
| echo -n "hostname: ">bert.log; hostname >> bert.log | |
| echo -n "GPU_arch: " >> bert.log; rocminfo | grep "Name:" | grep "gfx" >> bert.log | |
| rocminfo | grep "Compute Unit:" >> bert.log | |
| echo "git_branch: $GIT_BRANCH" >> bert.log | |
| git show --summary | grep commit >> bert.log | |
| /opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> bert.log | |
| # profiling | |
| for sq in 64 128 384 512 1024 | |
| do | |
| HIP_VISIBLE_DEVICES=0,1 python3 benchmark_ait.py --seq-length $sq 2>&1 | tee -a bert.log | |
| done | |
| # VIT | |
| - name: Run VIT Tests | |
| run: | | |
| echo "Running VIT tests" | |
| cd $GITHUB_WORKSPACE/AITemplate/examples/04_vit | |
| # populate log headers | |
| export GIT_BRANCH=${GITHUB_BASE_REF:-${GITHUB_REF#refs/heads/}} | |
| echo -n "hostname: ">vit.log; hostname >> vit.log | |
| echo -n "GPU_arch: " >> vit.log; rocminfo | grep "Name:" | grep "gfx" >> vit.log | |
| rocminfo | grep "Compute Unit:" >> vit.log | |
| echo "git_branch: $GIT_BRANCH" >> vit.log | |
| git show --summary | grep commit >> vit.log | |
| /opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> vit.log | |
| # profiling | |
| HIP_VISIBLE_DEVICES=0,1 python3 benchmark_ait.py 2>&1 | tee -a vit.log | |
| # test 2 gcd | |
| for BATCH_SIZE in 1 2 4 8 16 32 64 128 256 | |
| do | |
| HIP_VISIBLE_DEVICES=0 python3 benchmark_ait.py --batch-size $BATCH_SIZE 2>&1 | tee -a vit.log & | |
| HIP_VISIBLE_DEVICES=1 python3 benchmark_ait.py --batch-size $BATCH_SIZE 2>&1 | tee -a vit.log | |
| done | |
| - name: Run Stable Diffusion tests | |
| run: | | |
| echo "Running Stable Diffusion tests" | |
| cd $GITHUB_WORKSPACE/AITemplate/examples/05_stable_diffusion | |
| python3 -m pip install transformers click torch diffusers==0.11.1 accelerate | |
| # populate log headers | |
| export GIT_BRANCH=${GITHUB_BASE_REF:-${GITHUB_REF#refs/heads/}} | |
| echo -n "hostname: ">sdiff.log; hostname >> sdiff.log | |
| echo -n "GPU_arch: " >> sdiff.log; rocminfo | grep "Name:" | grep "gfx" >> sdiff.log | |
| rocminfo | grep "Compute Unit:" >> sdiff.log | |
| echo "git_branch: $GIT_BRANCH" >> sdiff.log | |
| git show --summary | grep commit >> sdiff.log | |
| /opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> sdiff.log | |
| # profiling | |
| python3 scripts/download_pipeline.py --token ${{ secrets.HF_TOKEN }} 2>&1 | tee -a sdiff.log | |
| HIP_VISIBLE_DEVICES=0,1 python3 scripts/compile.py 2>&1 | tee -a sdiff.log | |
| HIP_VISIBLE_DEVICES=0 python3 scripts/demo.py --benchmark 1 2>&1 | tee -a sdiff.log | |
| - name: Archive logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: test results | |
| path: AITemplate/examples/*/*.log | |
| - name: Process the test results | |
| run: | | |
| echo "processing the test results" | |
| cd $GITHUB_WORKSPACE/AITemplate/examples/ | |
| pip3 install --upgrade pip | |
| pip3 install sqlalchemy pymysql pandas sshtunnel | |
| export dbuser=${{ secrets.DBUSER }} | |
| export dbpassword=${{ secrets.DBPASSWORD }} | |
| python3 process_results.py |