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Support manually trigger of dGPU perf test on Windows (#12229)

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* Support manually trigger of dgpu perf test on Windows

* Small fix

* Small fix

* Small update
This commit is contained in:
Yuwen Hu 2024-10-18 15:38:21 +08:00 committed by GitHub
parent b10fc892e1
commit 9d7f42fd0f
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GPG key ID: B5690EEEBB952194
1 changed files with 405 additions and 92 deletions
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497
.github/workflows/llm_performance_tests.yml vendored
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@ -63,7 +63,12 @@ on:
type: boolean type: boolean
default: true default: true
igpu: igpu:
description: "If trigger performance test on iGPU" description: "If trigger performance test on iGPU (Windows)"
required: false
type: boolean
default: true
dgpu:
description: "If trigger performance test on dGPU (Windows)"
required: false required: false
type: boolean type: boolean
default: true default: true
@ -583,16 +588,39 @@ jobs:
curl -T ./*.csv ${LLM_FTP_URL}/llm/nightly_perf/core_${{ matrix.platform }}/ curl -T ./*.csv ${LLM_FTP_URL}/llm/nightly_perf/core_${{ matrix.platform }}/
fi fi
llm-performance-test-on-igpu: select-gpu-win-test-platform:
if: ${{ github.event.schedule || ( github.event_name == 'workflow_dispatch' && inputs.igpu ) }} # please comment it for PR tests if: ${{ github.event.schedule || ( github.event_name == 'workflow_dispatch' && inputs.igpu ) || ( github.event_name == 'workflow_dispatch' && inputs.dgpu ) }}
needs: llm-cpp-build needs: llm-cpp-build
runs-on: [self-hosted, Shire]
outputs:
platform: ${{ steps.select-platform.outputs.platform }}
steps:
- name: Select GPU Windows test platform
shell: bash
id: select-platform
run: |
if [[ ${{ github.event_name }} == "workflow_dispatch" ]]; then
if [ ${{ inputs.igpu }} == "true" ] && [ ${{ inputs.dgpu }} == 'true' ]; then
echo 'platform=["perf-igpu", "perf-dgpu"]' >> "$GITHUB_OUTPUT"
elif [ ${{ inputs.igpu }} == "true" ]; then
echo 'platform=["perf-igpu"]' >> "$GITHUB_OUTPUT"
else
echo 'platform=["perf-dgpu"]' >> "$GITHUB_OUTPUT"
fi
else
echo 'platform=["perf-igpu"]' >> "$GITHUB_OUTPUT"
fi
# TODO: rename igpu specific tests to gpu-win
llm-performance-test-on-gpu-win:
if: ${{ github.event.schedule || ( github.event_name == 'workflow_dispatch' && inputs.igpu ) || ( github.event_name == 'workflow_dispatch' && inputs.dgpu ) }}
needs: select-gpu-win-test-platform
strategy: strategy:
fail-fast: false fail-fast: false
matrix: matrix:
include: platform: ${{ fromJSON(needs.select-gpu-win-test-platform.outputs.platform) }}
- os: windows python-version: ["3.11"]
python-version: "3.11" runs-on: [self-hosted, Windows, llm, "${{ matrix.platform }}"]
runs-on: [self-hosted, "${{ matrix.os }}", llm, perf-igpu]
env: env:
ANALYTICS_ZOO_ROOT: ${{ github.workspace }} ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
steps: steps:
@ -612,10 +640,16 @@ jobs:
if: ${{ github.event_name == 'workflow_dispatch' && (inputs.checkout-ref != 'main') }} if: ${{ github.event_name == 'workflow_dispatch' && (inputs.checkout-ref != 'main') }}
shell: bash shell: bash
run: | run: |
sed -i 's/"bigdl-core-xe-21==" + CORE_XE_VERSION/"bigdl-core-xe-21"/g' python/llm/setup.py if [ ${{ matrix.platform }} == "perf-igpu" ]; then
sed -i 's/"bigdl-core-xe-batch-21==" + CORE_XE_VERSION/"bigdl-core-xe-batch-21"/g' python/llm/setup.py sed -i 's/"bigdl-core-xe-21==" + CORE_XE_VERSION/"bigdl-core-xe-21"/g' python/llm/setup.py
sed -i 's/"bigdl-core-xe-addons-21==" + CORE_XE_VERSION/"bigdl-core-xe-addons-21"/g' python/llm/setup.py sed -i 's/"bigdl-core-xe-batch-21==" + CORE_XE_VERSION/"bigdl-core-xe-batch-21"/g' python/llm/setup.py
sed -i 's/"bigdl-core-xe-esimd-21==" + CORE_XE_VERSION/"bigdl-core-xe-esimd-21"/g' python/llm/setup.py sed -i 's/"bigdl-core-xe-addons-21==" + CORE_XE_VERSION/"bigdl-core-xe-addons-21"/g' python/llm/setup.py
fi
if [ ${{ matrix.platform }} == "perf-dgpu" ]; then
sed -i 's/"bigdl-core-xe-23==" + CORE_XE_VERSION/"bigdl-core-xe-23"/g' python/llm/setup.py
sed -i 's/"bigdl-core-xe-batch-23==" + CORE_XE_VERSION/"bigdl-core-xe-batch-23"/g' python/llm/setup.py
sed -i 's/"bigdl-core-xe-addons-23==" + CORE_XE_VERSION/"bigdl-core-xe-addons-23"/g' python/llm/setup.py
fi
- name: Install ipex-llm and other related packages (install from source) - name: Install ipex-llm and other related packages (install from source)
if: ${{ github.event_name == 'workflow_dispatch' && (inputs.checkout-ref != 'main') }} if: ${{ github.event_name == 'workflow_dispatch' && (inputs.checkout-ref != 'main') }}
@ -634,7 +668,12 @@ jobs:
if not exist dist\ipex_llm*.whl (exit /b 1) if not exist dist\ipex_llm*.whl (exit /b 1)
for %%i in (dist\ipex_llm*.whl) do set whl_name=%%i for %%i in (dist\ipex_llm*.whl) do set whl_name=%%i
pip install --pre --upgrade %whl_name%[xpu] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/ if "${{ matrix.platform }}"=="perf-igpu" (
pip install --pre --upgrade %whl_name%[xpu] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/
)
if "${{ matrix.platform }}"=="perf-dgpu" (
pip install --pre --upgrade %whl_name%[xpu_lnl] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/lnl/cn/
)
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
pip list pip list
@ -660,7 +699,12 @@ jobs:
pip install --upgrade omegaconf pandas pip install --upgrade omegaconf pandas
pip install --upgrade tiktoken einops transformers_stream_generator matplotlib pip install --upgrade tiktoken einops transformers_stream_generator matplotlib
pip install --pre --upgrade ipex-llm[xpu]==%TEST_VERSION% --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/ if "${{ matrix.platform }}"=="perf-igpu" (
pip install --pre --upgrade ipex-llm[xpu]==%TEST_VERSION% --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/
)
if "${{ matrix.platform }}"=="perf-dgpu" (
pip install --pre --upgrade ipex-llm[xpu_lnl]==%TEST_VERSION% --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/lnl/cn/
)
pip show ipex-llm | findstr %TEST_VERSION% pip show ipex-llm | findstr %TEST_VERSION%
if %ERRORLEVEL% neq 0 ( if %ERRORLEVEL% neq 0 (
echo "Did not install ipex-llm with excepted version %TEST_VERSION%" echo "Did not install ipex-llm with excepted version %TEST_VERSION%"
@ -698,6 +742,7 @@ jobs:
sed -i "s/date.today()/\"$date_for_test_version\"/g" python/llm/dev/benchmark/all-in-one/run.py sed -i "s/date.today()/\"$date_for_test_version\"/g" python/llm/dev/benchmark/all-in-one/run.py
- name: Add extra warmup for chatglm3-6b int4+fp32 & MiniCPM int4+fp16 int4+fp32 for more stable results - name: Add extra warmup for chatglm3-6b int4+fp32 & MiniCPM int4+fp16 int4+fp32 for more stable results
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i '/^\s*result = run_transformer_int4_gpu_win(repo_id, local_model_hub, in_out_pairs, warm_up, num_trials, num_beams, low_bit, cpu_embedding, batch_size, streaming)/ i\ sed -i '/^\s*result = run_transformer_int4_gpu_win(repo_id, local_model_hub, in_out_pairs, warm_up, num_trials, num_beams, low_bit, cpu_embedding, batch_size, streaming)/ i\
@ -723,8 +768,14 @@ jobs:
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -750,8 +801,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.36.2 pip install transformers==4.36.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_436.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_436.yaml config.yaml
@ -775,8 +832,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_438.yaml config.yaml
@ -801,8 +864,14 @@ jobs:
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_443.yaml config.yaml
@ -829,8 +898,14 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\32-32_int4_fp16_445.yaml config.yaml
@ -876,8 +951,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.37.0 pip install transformers==4.37.0
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -903,8 +984,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.36.2 pip install transformers==4.36.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_436.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_436.yaml config.yaml
@ -928,8 +1015,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_438.yaml config.yaml
@ -954,8 +1047,14 @@ jobs:
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_443.yaml config.yaml
@ -982,8 +1081,14 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_445.yaml config.yaml
@ -1028,8 +1133,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.37.0 pip install transformers==4.37.0
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -1055,8 +1166,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.36.2 pip install transformers==4.36.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_436.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_436.yaml config.yaml
@ -1080,8 +1197,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_438.yaml config.yaml
@ -1106,8 +1229,14 @@ jobs:
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_443.yaml config.yaml
@ -1134,8 +1263,14 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\2048-256_int4_fp16_445.yaml config.yaml
@ -1180,8 +1315,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.37.0 pip install transformers==4.37.0
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -1195,20 +1336,29 @@ jobs:
call conda deactivate call conda deactivate
# Remove Qwen-VL-Chat on dGPU for 3072-384 tests
- name: Prepare igpu perf test for transformers 4.36 (3072-384 int4+fp16) - name: Prepare igpu perf test for transformers 4.36 (3072-384 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_436.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_436.yaml
- name: Test on igpu for transformers 4.36 (3072-384 int4+fp16) - name: Test on igpu for transformers 4.36 (3072-384 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.36.2 pip install transformers==4.36.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_436.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_436.yaml config.yaml
@ -1223,7 +1373,12 @@ jobs:
- name: Prepare igpu perf test for transformers 4.38 (3072-384 int4+fp16) - name: Prepare igpu perf test for transformers 4.38 (3072-384 int4+fp16)
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py if [ ${{ matrix.platform }} == "perf-igpu" ]; then
sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py
fi
if [ ${{ matrix.platform }} == "perf-dgpu" ]; then
sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py
fi
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_438.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_438.yaml
- name: Test on igpu for transformers 4.38 (3072-384 int4+fp16) - name: Test on igpu for transformers 4.38 (3072-384 int4+fp16)
@ -1232,15 +1387,26 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_438.yaml config.yaml
set PYTHONIOENCODING=utf-8 set PYTHONIOENCODING=utf-8
python run.py >> %CSV_SAVE_PATH%\3072-384_int4_fp16\log\%LOG_FILE% 2>&1 python run.py >> %CSV_SAVE_PATH%\3072-384_int4_fp16\log\%LOG_FILE% 2>&1
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test3 if "${{ matrix.platform }}"=="perf-igpu" (
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test3
)
if "${{ matrix.platform }}"=="perf-dgpu" (
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test2
)
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
call conda deactivate call conda deactivate
@ -1248,7 +1414,12 @@ jobs:
- name: Prepare igpu perf test for transformers 4.43 (3072-384 int4+fp16) - name: Prepare igpu perf test for transformers 4.43 (3072-384 int4+fp16)
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py if [ ${{ matrix.platform }} == "perf-igpu" ]; then
sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py
fi
if [ ${{ matrix.platform }} == "perf-dgpu" ]; then
sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py
fi
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_443.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_443.yaml
- name: Test on igpu for transformers 4.43 (3072-384 int4+fp16) - name: Test on igpu for transformers 4.43 (3072-384 int4+fp16)
@ -1258,15 +1429,26 @@ jobs:
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_443.yaml config.yaml
set PYTHONIOENCODING=utf-8 set PYTHONIOENCODING=utf-8
python run.py >> %CSV_SAVE_PATH%\3072-384_int4_fp16\log\%LOG_FILE% 2>&1 python run.py >> %CSV_SAVE_PATH%\3072-384_int4_fp16\log\%LOG_FILE% 2>&1
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test4 if "${{ matrix.platform }}"=="perf-igpu" (
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test4
)
if "${{ matrix.platform }}"=="perf-dgpu" (
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test3
)
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
pip uninstall trl -y pip uninstall trl -y
@ -1275,7 +1457,12 @@ jobs:
- name: Prepare igpu perf test for transformers 4.45 (3072-384 int4+fp16) - name: Prepare igpu perf test for transformers 4.45 (3072-384 int4+fp16)
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test4/{today}_test5/g' python/llm/dev/benchmark/all-in-one/run.py if [ ${{ matrix.platform }} == "perf-igpu" ]; then
sed -i 's/{today}_test4/{today}_test5/g' python/llm/dev/benchmark/all-in-one/run.py
fi
if [ ${{ matrix.platform }} == "perf-dgpu" ]; then
sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py
fi
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_445.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/3072-384_int4_fp16_445.yaml
- name: Test on igpu for transformers 4.45 (3072-384 int4+fp16) - name: Test on igpu for transformers 4.45 (3072-384 int4+fp16)
@ -1286,15 +1473,26 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\3072-384_int4_fp16_445.yaml config.yaml
set PYTHONIOENCODING=utf-8 set PYTHONIOENCODING=utf-8
python run.py >> %CSV_SAVE_PATH%\3072-384_int4_fp16\log\%LOG_FILE% 2>&1 python run.py >> %CSV_SAVE_PATH%\3072-384_int4_fp16\log\%LOG_FILE% 2>&1
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test5 if "${{ matrix.platform }}"=="perf-igpu" (
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test5
)
if "${{ matrix.platform }}"=="perf-dgpu" (
python ..\..\..\test\benchmark\igpu-perf\check_csv_results.py --yaml-file config.yaml --suffix test4
)
if %ERRORLEVEL% neq 0 (exit /b 1) if %ERRORLEVEL% neq 0 (exit /b 1)
pip uninstall trl -y pip uninstall trl -y
@ -1323,7 +1521,12 @@ jobs:
shell: bash shell: bash
run: | run: |
sed -i 's/3072-384/4096-512/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/3072-384/4096-512/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i 's/{today}_test5/{today}_test1/g' python/llm/dev/benchmark/all-in-one/run.py if [ ${{ matrix.platform }} == "perf-igpu" ]; then
sed -i 's/{today}_test5/{today}_test1/g' python/llm/dev/benchmark/all-in-one/run.py
fi
if [ ${{ matrix.platform }} == "perf-dgpu" ]; then
sed -i 's/{today}_test4/{today}_test1/g' python/llm/dev/benchmark/all-in-one/run.py
fi
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/4096-512_int4_fp16.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/4096-512_int4_fp16.yaml
- name: Test on igpu (4096-512 int4+fp16) - name: Test on igpu (4096-512 int4+fp16)
@ -1332,8 +1535,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.37.0 pip install transformers==4.37.0
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -1359,8 +1568,14 @@ jobs:
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\4096-512_int4_fp16_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\4096-512_int4_fp16_438.yaml config.yaml
@ -1385,8 +1600,14 @@ jobs:
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\4096-512_int4_fp16_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\4096-512_int4_fp16_443.yaml config.yaml
@ -1413,8 +1634,14 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\4096-512_int4_fp16_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\4096-512_int4_fp16_445.yaml config.yaml
@ -1447,6 +1674,7 @@ jobs:
# load_low_bit 1024-128 int4+fp16 # load_low_bit 1024-128 int4+fp16
- name: Prepare igpu perf test (load_low_bit 1024-128 int4+fp16) - name: Prepare igpu perf test (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/4096-512/1024-128/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/4096-512/1024-128/g' python/llm/dev/benchmark/all-in-one/run.py
@ -1454,13 +1682,20 @@ jobs:
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit.yaml
- name: Test on igpu (load_low_bit 1024-128 int4+fp16) - name: Test on igpu (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.37.0 pip install transformers==4.37.0
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -1475,19 +1710,27 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.36 (load_low_bit 1024-128 int4+fp16) - name: Prepare igpu perf test for transformers 4.36 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_436.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_436.yaml
- name: Test on igpu for transformers 4.36 (load_low_bit 1024-128 int4+fp16) - name: Test on igpu for transformers 4.36 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.36.2 pip install transformers==4.36.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_436.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_436.yaml config.yaml
@ -1500,19 +1743,27 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.38 (load_low_bit 1024-128 int4+fp16) - name: Prepare igpu perf test for transformers 4.38 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_438.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_438.yaml
- name: Test on igpu for transformers 4.38 (load_low_bit 1024-128 int4+fp16) - name: Test on igpu for transformers 4.38 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_438.yaml config.yaml
@ -1525,20 +1776,28 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.43 (load_low_bit 1024-128 int4+fp16) - name: Prepare igpu perf test for transformers 4.43 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_443.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_443.yaml
- name: Test on igpu for transformers 4.43 (load_low_bit 1024-128 int4+fp16) - name: Test on igpu for transformers 4.43 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_443.yaml config.yaml
@ -1552,12 +1811,14 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.45 (load_low_bit 1024-128 int4+fp16) - name: Prepare igpu perf test for transformers 4.45 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test4/{today}_test5/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test4/{today}_test5/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_445.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_loadlowbit_445.yaml
- name: Test on igpu for transformers 4.45 (load_low_bit 1024-128 int4+fp16) - name: Test on igpu for transformers 4.45 (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
@ -1565,8 +1826,14 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_loadlowbit_445.yaml config.yaml
@ -1581,6 +1848,7 @@ jobs:
call conda deactivate call conda deactivate
- name: Concat csv and generate html (load_low_bit 1024-128 int4+fp16) - name: Concat csv and generate html (load_low_bit 1024-128 int4+fp16)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate html-gen call conda activate html-gen
@ -1599,19 +1867,27 @@ jobs:
# 1024-128 # 1024-128
- name: Prepare igpu perf test (1024-128) - name: Prepare igpu perf test (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test5/{today}_test1/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test5/{today}_test1/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128.yaml
- name: Test on igpu (1024-128) - name: Test on igpu (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.37.0 pip install transformers==4.37.0
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
REM for llava REM for llava
set TRANSFORMERS_OFFLINE=1 set TRANSFORMERS_OFFLINE=1
@ -1626,19 +1902,27 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.36 (1024-128) - name: Prepare igpu perf test for transformers 4.36 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_436.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_436.yaml
- name: Test on igpu for transformers 4.36 (1024-128) - name: Test on igpu for transformers 4.36 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.36.2 pip install transformers==4.36.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_436.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_436.yaml config.yaml
@ -1651,19 +1935,27 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.38 (1024-128) - name: Prepare igpu perf test for transformers 4.38 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test2/{today}_test3/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_438.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_438.yaml
- name: Test on igpu for transformers 4.38 (1024-128) - name: Test on igpu for transformers 4.38 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.38.2 pip install transformers==4.38.2
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_438.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_438.yaml config.yaml
@ -1676,20 +1968,28 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.43 (1024-128) - name: Prepare igpu perf test for transformers 4.43 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test3/{today}_test4/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_443.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_443.yaml
- name: Test on igpu for transformers 4.43 (1024-128) - name: Test on igpu for transformers 4.43 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
pip install transformers==4.43.1 pip install transformers==4.43.1
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_443.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_443.yaml config.yaml
@ -1703,12 +2003,14 @@ jobs:
call conda deactivate call conda deactivate
- name: Prepare igpu perf test for transformers 4.45 (1024-128) - name: Prepare igpu perf test for transformers 4.45 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: bash shell: bash
run: | run: |
sed -i 's/{today}_test4/{today}_test5/g' python/llm/dev/benchmark/all-in-one/run.py sed -i 's/{today}_test4/{today}_test5/g' python/llm/dev/benchmark/all-in-one/run.py
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_445.yaml sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_445.yaml
- name: Test on igpu for transformers 4.45 (1024-128) - name: Test on igpu for transformers 4.45 (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate igpu-perf call conda activate igpu-perf
@ -1716,8 +2018,14 @@ jobs:
pip install accelerate==0.33.0 pip install accelerate==0.33.0
pip install trl pip install trl
set SYCL_CACHE_PERSISTENT=1 if "${{ matrix.platform }}"=="perf-igpu" (
set BIGDL_LLM_XMX_DISABLED=1 set SYCL_CACHE_PERSISTENT=1
set BIGDL_LLM_XMX_DISABLED=1
)
if "${{ matrix.platform }}"=="perf-dgpu" (
set SYCL_CACHE_PERSISTENT=1
set SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
)
cd python\llm\dev\benchmark\all-in-one cd python\llm\dev\benchmark\all-in-one
move ..\..\..\test\benchmark\igpu-perf\1024-128_445.yaml config.yaml move ..\..\..\test\benchmark\igpu-perf\1024-128_445.yaml config.yaml
@ -1732,6 +2040,7 @@ jobs:
call conda deactivate call conda deactivate
- name: Concat csv and generate html (1024-128) - name: Concat csv and generate html (1024-128)
if: ${{ matrix.platform == 'perf-igpu' }}
shell: cmd shell: cmd
run: | run: |
call conda activate html-gen call conda activate html-gen
@ -1755,14 +2064,18 @@ jobs:
run: | run: |
cd %CSV_SAVE_PATH% cd %CSV_SAVE_PATH%
IF "${{ github.event_name }}"=="schedule" ( IF "${{ github.event_name }}"=="schedule" (
for %%f in (*.html) do ( IF "${{ matrix.platform }}"=="perf-igpu" (
curl -T "%%f" %FTP_IGPU_NIGHTLY_PERF_PATH% for %%f in (*.html) do (
curl -T "%%f" %FTP_IGPU_NIGHTLY_PERF_PATH%
)
) )
) )
IF "${{ github.event_name }}"=="workflow_dispatch" ( IF "${{ github.event_name }}"=="workflow_dispatch" (
IF "${{ inputs.checkout-ref }}"=="main" ( IF "${{ inputs.checkout-ref }}"=="main" (
for %%f in (*.html) do ( IF "${{ matrix.platform }}"=="perf-igpu" (
curl -T "%%f" %FTP_IGPU_NIGHTLY_PERF_PATH% for %%f in (*.html) do (
curl -T "%%f" %FTP_IGPU_NIGHTLY_PERF_PATH%
)
) )
) )
) )