name: LLM Performance Test for Stable Version # Cancel previous runs in the PR when you push new commits concurrency: group: ${{ github.workflow }}-llm-performance-tests-${{ github.event.pull_request.number || github.run_id }} cancel-in-progress: true # Controls when the action will run. on: # pull_request: # branches: [main] # paths: # - ".github/workflows/llm_performance_tests.yml" # - "python/llm/test/benchmark/**" # - "python/llm/dev/benchmark/all-in-one/**" workflow_dispatch: workflow_call: # A workflow run is made up of one or more jobs that can run sequentially or in parallel jobs: llm-cpp-build: uses: ./.github/workflows/llm-binary-build.yml llm-performance-test-on-arc: needs: llm-cpp-build strategy: fail-fast: false matrix: python-version: ["3.9"] runs-on: [self-hosted, llm, perf] env: OMP_NUM_THREADS: 16 THREAD_NUM: 16 ANALYTICS_ZOO_ROOT: ${{ github.workspace }} CSV_SAVE_PATH: ${{ github.event.schedule && '/mnt/disk1/nightly_perf_gpu/' || '/mnt/disk1/pr_perf_gpu/' }} steps: - uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} - name: Install dependencies shell: bash # pip install transformers_stream_generator for model internlm-chat-7b-8k # pip install tiktoken for model Qwen-7B-Chat-10-12 run: | python -m pip install --upgrade pip python -m pip install --upgrade wheel python -m pip install --upgrade omegaconf python -m pip install --upgrade pandas python -m pip install --upgrade einops python -m pip install --upgrade transformers_stream_generator python -m pip install --upgrade tiktoken - name: Download llm binary uses: ./.github/actions/llm/download-llm-binary - name: Run LLM install (all) test uses: ./.github/actions/llm/setup-llm-env with: extra-dependency: "xpu" - name: Test installed xpu version shell: bash run: | source /home/arda/intel/oneapi/setvars.sh bash python/llm/test/run-llm-install-tests.sh - name: Test on xpu shell: bash run: | source /home/arda/intel/oneapi/setvars.sh export USE_XETLA=OFF export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1 mv python/llm/test/benchmark/stable-version-arc-perf-test.yaml python/llm/dev/benchmark/all-in-one/config.yaml cd python/llm/dev/benchmark/all-in-one # hide time info sed -i 's/str(end - st)/"xxxxxx"/g' run.py # change csv name sed -i 's/{today}/{today}_test1/g' run.py python run.py # upgrade transformers for model Mistral-7B-v0.1 python -m pip install transformers==4.34.0 mv ../../../test/benchmark/arc-perf-transformers-434.yaml ./config.yaml # change csv name sed -i 's/test1/test2/g' run.py python run.py python ../../../test/benchmark/concat_csv.py cp ./*.csv $CSV_SAVE_PATH cd ../../../test/benchmark python -m pip install pandas==1.5.3 python csv_to_html.py -f $CSV_SAVE_PATH cd ../../dev/benchmark/all-in-one/ python ../../../test/benchmark/check_results.py -n 45 if [ ${{ github.event.schedule}} ]; then curl -T ./*.csv ${LLM_FTP_URL}/llm/nightly_perf/gpu/ fi llm-performance-test-on-spr: needs: llm-cpp-build strategy: fail-fast: false matrix: python-version: ["3.9"] runs-on: [self-hosted, llm, spr01-perf] env: OMP_NUM_THREADS: 16 THREAD_NUM: 16 ANALYTICS_ZOO_ROOT: ${{ github.workspace }} steps: - uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} - name: Install dependencies shell: bash run: | python -m pip install --upgrade pip python -m pip install --upgrade wheel python -m pip install --upgrade omegaconf python -m pip install --upgrade pandas python -m pip install --upgrade einops python -m pip install --upgrade tiktoken python -m pip install --upgrade transformers_stream_generator - name: Download llm binary uses: ./.github/actions/llm/download-llm-binary - name: Run LLM install (all) test uses: ./.github/actions/llm/setup-llm-env - name: Test on cpu shell: bash run: | mv python/llm/test/benchmark/stable-version-cpu-perf-test.yaml python/llm/dev/benchmark/all-in-one/config.yaml cd python/llm/dev/benchmark/all-in-one export http_proxy=${HTTP_PROXY} export https_proxy=${HTTPS_PROXY} source bigdl-llm-init -t export OMP_NUM_THREADS=48 # hide time info sed -i 's/str(end - st)/"xxxxxx"/g' run.py python run.py cp ./*.csv /models/nightly_perf_cpu/ cd ../../../test/benchmark python -m pip install pandas==1.5.3 python csv_to_html.py -f /models/nightly_perf_cpu/