Update tests for transformers 4.36 #11
Workflow file for this run
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name: ARC LLM 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 | |
permissions: | |
contents: read | |
# 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 | |
with: | |
platform: 'Linux' | |
llm-perf-regression-test-on-arc: | |
needs: llm-cpp-build | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.11"] | |
runs-on: [self-hosted, llm, perf] | |
env: | |
OMP_NUM_THREADS: 16 | |
THREAD_NUM: 16 | |
ANALYTICS_ZOO_ROOT: ${{ github.workspace }} | |
CSV_SAVE_PATH: '/mnt/disk1/stable_version_perf_gpu/' | |
steps: | |
- uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # 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 | |
with: | |
platform: 'Linux' | |
- name: Run LLM install (all) test | |
uses: ./.github/actions/llm/setup-llm-env | |
with: | |
extra-dependency: "xpu_2.1" | |
- name: Test installed xpu version | |
shell: bash | |
run: | | |
source /opt/intel/oneapi/setvars.sh | |
bash python/llm/test/run-llm-install-tests.sh | |
- name: Test on xpu (int4) | |
shell: bash | |
run: | | |
source /opt/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-sym_int4.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 | |
# batch_size = 1 | |
sed -i '/batch_size/c\batch_size: 1' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/int4/batch_size_1 | |
rm ./*.csv | |
# batch_size = 2 | |
sed -i '/batch_size/c\batch_size: 2' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/int4/batch_size_2 | |
rm ./*.csv | |
# batch_size = 4 | |
sed -i '/batch_size/c\batch_size: 4' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/int4/batch_size_4 | |
rm ./*.csv | |
# batch_size = 8 | |
sed -i '/batch_size/c\batch_size: 8' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/int4/batch_size_8 | |
rm ./*.csv | |
cd ../../../test/benchmark | |
python -m pip install pandas==1.5.3 | |
python csv_to_html.py -f $CSV_SAVE_PATH/int4/batch_size_1 -b $CSV_SAVE_PATH/int4/batch_size_1/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
python csv_to_html.py -f $CSV_SAVE_PATH/int4/batch_size_2 -b $CSV_SAVE_PATH/int4/batch_size_2/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
python csv_to_html.py -f $CSV_SAVE_PATH/int4/batch_size_4 -b $CSV_SAVE_PATH/int4/batch_size_4/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
python csv_to_html.py -f $CSV_SAVE_PATH/int4/batch_size_8 -b $CSV_SAVE_PATH/int4/batch_size_8/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
- name: Test on xpu (fp8) | |
shell: bash | |
run: | | |
source /opt/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-fp8.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 | |
# batch_size = 1 | |
sed -i '/batch_size/c\batch_size: 1' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/fp8/batch_size_1 | |
rm ./*.csv | |
# batch_size = 2 | |
sed -i '/batch_size/c\batch_size: 2' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/fp8/batch_size_2 | |
rm ./*.csv | |
# batch_size = 4 | |
sed -i '/batch_size/c\batch_size: 4' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/fp8/batch_size_4 | |
rm ./*.csv | |
# batch_size = 8 | |
sed -i '/batch_size/c\batch_size: 8' config.yaml | |
python run.py | |
cp ./*.csv $CSV_SAVE_PATH/fp8/batch_size_8 | |
rm ./*.csv | |
cd ../../../test/benchmark | |
python -m pip install pandas==1.5.3 | |
python csv_to_html.py -f $CSV_SAVE_PATH/fp8/batch_size_1 -b $CSV_SAVE_PATH/fp8/batch_size_1/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
python csv_to_html.py -f $CSV_SAVE_PATH/fp8/batch_size_2 -b $CSV_SAVE_PATH/fp8/batch_size_2/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
python csv_to_html.py -f $CSV_SAVE_PATH/fp8/batch_size_4 -b $CSV_SAVE_PATH/fp8/batch_size_4/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
python csv_to_html.py -f $CSV_SAVE_PATH/fp8/batch_size_8 -b $CSV_SAVE_PATH/fp8/batch_size_8/transformer_int4_gpu-results-1baseline.csv -t 5.0 | |
llm-stress-test-on-arc: | |
needs: llm-perf-regression-test-on-arc | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.11"] | |
runs-on: [self-hosted, llm, perf] | |
env: | |
OMP_NUM_THREADS: 16 | |
THREAD_NUM: 16 | |
ANALYTICS_ZOO_ROOT: ${{ github.workspace }} | |
CSV_SAVE_PATH: '/mnt/disk1/stable_version_stress_test_gpu/' | |
steps: | |
- uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # 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_2.1" | |
- name: Test installed xpu version | |
shell: bash | |
run: | | |
source /opt/intel/oneapi/setvars.sh | |
bash python/llm/test/run-llm-install-tests.sh | |
- name: Test on xpu (int4) | |
shell: bash | |
run: | | |
source /opt/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-stress-test-sym_int4.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-stress-test.py | |
python run-stress-test.py | |
cp ./*.csv $CSV_SAVE_PATH/int4 | |
rm ./*.csv | |
cd ../../../test/benchmark | |
python -m pip install pandas==1.5.3 | |
python csv_to_html.py -f $CSV_SAVE_PATH/int4 | |
- name: Test on xpu (fp8) | |
shell: bash | |
run: | | |
source /opt/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-stress-test-fp8.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-stress-test.py | |
python run-stress-test.py | |
cp ./*.csv $CSV_SAVE_PATH/fp8 | |
rm ./*.csv | |
cd ../../../test/benchmark | |
python -m pip install pandas==1.5.3 | |
python csv_to_html.py -f $CSV_SAVE_PATH/fp8 |