[LLM] Add nightly igpu perf test for INT4+FP16 1024-128 (#10496)
This commit is contained in:
Yuwen Hu
GitHub
parent
3d59c74a0b
commit
1579ee4421
4 changed files with 146 additions and 0 deletions
91
.github/workflows/llm_performance_tests.yml
vendored
91
.github/workflows/llm_performance_tests.yml
vendored
|
|
@ -772,6 +772,97 @@ jobs:
|
|||
|
||||
call conda deactivate
|
||||
|
||||
- name: Prepare igpu perf test (int4+fp16 1024-128)
|
||||
shell: bash
|
||||
run: |
|
||||
sed -i 's/{today}_test3/{today}_test1/g' python/llm/dev/benchmark/all-in-one/run.py
|
||||
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16.yaml
|
||||
|
||||
- name: Test on igpu (int4+fp16 1024-128)
|
||||
shell: cmd
|
||||
run: |
|
||||
call conda activate igpu-perf
|
||||
pip install transformers==4.31.0
|
||||
|
||||
call "C:\Program Files (x86)\Intel\oneAPI\setvars.bat"
|
||||
set SYCL_CACHE_PERSISTENT=1
|
||||
set BIGDL_LLM_XMX_DISABLED=1
|
||||
REM for llava
|
||||
set TRANSFORMERS_OFFLINE=1
|
||||
|
||||
cd python\llm\dev\benchmark\all-in-one
|
||||
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16.yaml config.yaml
|
||||
set PYTHONIOENCODING=utf-8
|
||||
python run.py >> %CSV_SAVE_PATH%\1024-128_int4_fp16\log\%LOG_FILE% 2>&1
|
||||
if %ERRORLEVEL% neq 0 (exit /b 1)
|
||||
|
||||
call conda deactivate
|
||||
|
||||
- name: Prepare igpu perf test for Mistral (int4+fp16 1024-128)
|
||||
shell: bash
|
||||
run: |
|
||||
sed -i 's/{today}_test1/{today}_test2/g' python/llm/dev/benchmark/all-in-one/run.py
|
||||
sed -i "s/path to your local model hub/$MODEL_HUB_DIR/g" python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16_434.yaml
|
||||
|
||||
- name: Test on igpu for Mistral (int4+fp16 1024-128)
|
||||
shell: cmd
|
||||
run: |
|
||||
call conda activate igpu-perf
|
||||
pip install transformers==4.34.0
|
||||
|
||||
call "C:\Program Files (x86)\Intel\oneAPI\setvars.bat"
|
||||
set SYCL_CACHE_PERSISTENT=1
|
||||
set BIGDL_LLM_XMX_DISABLED=1
|
||||
|
||||
cd python\llm\dev\benchmark\all-in-one
|
||||
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_434.yaml config.yaml
|
||||
set PYTHONIOENCODING=utf-8
|
||||
python run.py >> %CSV_SAVE_PATH%\1024-128_int4_fp16\log\%LOG_FILE% 2>&1
|
||||
if %ERRORLEVEL% neq 0 (exit /b 1)
|
||||
|
||||
call conda deactivate
|
||||
|
||||
- name: Prepare igpu perf test for Qwen 1.5 (int4+fp16 1024-128)
|
||||
shell: bash
|
||||
run: |
|
||||
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_437.yaml
|
||||
|
||||
- name: Test on igpu for Qwen 1.5 (int4+fp16 1024-128)
|
||||
shell: cmd
|
||||
run: |
|
||||
call conda activate igpu-perf
|
||||
pip install transformers==4.37.0
|
||||
|
||||
call "C:\Program Files (x86)\Intel\oneAPI\setvars.bat"
|
||||
set SYCL_CACHE_PERSISTENT=1
|
||||
set BIGDL_LLM_XMX_DISABLED=1
|
||||
|
||||
cd python\llm\dev\benchmark\all-in-one
|
||||
move ..\..\..\test\benchmark\igpu-perf\1024-128_int4_fp16_437.yaml config.yaml
|
||||
set PYTHONIOENCODING=utf-8
|
||||
python run.py >> %CSV_SAVE_PATH%\1024-128_int4_fp16\log\%LOG_FILE% 2>&1
|
||||
if %ERRORLEVEL% neq 0 (exit /b 1)
|
||||
|
||||
call conda deactivate
|
||||
|
||||
- name: Concat csv and generate html (int4+fp16 1024-128)
|
||||
shell: cmd
|
||||
run: |
|
||||
call conda activate html-gen
|
||||
|
||||
cd python\llm\dev\benchmark\all-in-one
|
||||
python ..\..\..\test\benchmark\concat_csv.py
|
||||
if %ERRORLEVEL% neq 0 (exit /b 1)
|
||||
del /q *test*.csv
|
||||
move *.csv %CSV_SAVE_PATH%\1024-128_int4_fp16\
|
||||
cd ..\..\..\test\benchmark
|
||||
python csv_to_html.py -f %CSV_SAVE_PATH%\1024-128_int4_fp16\
|
||||
if %ERRORLEVEL% neq 0 (exit /b 1)
|
||||
move %CSV_SAVE_PATH%\1024-128_int4_fp16\*.html %CSV_SAVE_PATH%
|
||||
|
||||
call conda deactivate
|
||||
|
||||
- name: Upload results to ftp
|
||||
if: ${{ always() }}
|
||||
shell: cmd
|
||||
|
|
|
|||
29
python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16.yaml
Normal file
29
python/llm/test/benchmark/igpu-perf/1024-128_int4_fp16.yaml
Normal file
|
|
@ -0,0 +1,29 @@
|
|||
repo_id:
|
||||
- 'THUDM/chatglm2-6b'
|
||||
- 'THUDM/chatglm3-6b'
|
||||
- 'baichuan-inc/Baichuan2-7B-Chat'
|
||||
- 'baichuan-inc/Baichuan2-13B-Chat'
|
||||
- 'internlm/internlm-chat-7b-8k'
|
||||
- 'Qwen/Qwen-7B-Chat'
|
||||
- 'BAAI/AquilaChat2-7B'
|
||||
- '01-ai/Yi-6B'
|
||||
- 'meta-llama/Llama-2-7b-chat-hf'
|
||||
- 'meta-llama/Llama-2-13b-chat-hf'
|
||||
- 'WisdomShell/CodeShell-7B-Chat'
|
||||
- 'tiiuae/falcon-7b-instruct-with-patch'
|
||||
- 'mosaicml/mpt-7b-chat'
|
||||
- 'liuhaotian/llava-v1.5-7b'
|
||||
# - 'RWKV/rwkv-4-world-7b'
|
||||
# - 'RWKV/rwkv-5-world-7b'
|
||||
- 'IEITYuan/Yuan2-2B-hf'
|
||||
local_model_hub: 'path to your local model hub'
|
||||
warm_up: 1
|
||||
num_trials: 3
|
||||
num_beams: 1 # default to greedy search
|
||||
low_bit: 'sym_int4' # default to use 'sym_int4' (i.e. symmetric int4)
|
||||
batch_size: 1 # default to 1
|
||||
in_out_pairs:
|
||||
- '1024-128'
|
||||
test_api:
|
||||
- "transformer_int4_fp16_gpu_win" # on Intel GPU for Windows, use fp16 for non-linear layer
|
||||
cpu_embedding: True # whether put embedding to CPU (only avaiable now for gpu win related test_api)
|
||||
|
|
@ -0,0 +1,13 @@
|
|||
repo_id:
|
||||
- 'mistralai/Mistral-7B-Instruct-v0.1'
|
||||
local_model_hub: 'path to your local model hub'
|
||||
warm_up: 1
|
||||
num_trials: 3
|
||||
num_beams: 1 # default to greedy search
|
||||
low_bit: 'sym_int4' # default to use 'sym_int4' (i.e. symmetric int4)
|
||||
batch_size: 1 # default to 1
|
||||
in_out_pairs:
|
||||
- '1024-128'
|
||||
test_api:
|
||||
- "transformer_int4_fp16_gpu_win" # on Intel GPU for Windows, use fp16 for non-linear layer
|
||||
cpu_embedding: True # whether put embedding to CPU (only avaiable now for gpu win related test_api)
|
||||
|
|
@ -0,0 +1,13 @@
|
|||
repo_id:
|
||||
- 'Qwen/Qwen1.5-7B-Chat'
|
||||
local_model_hub: 'path to your local model hub'
|
||||
warm_up: 1
|
||||
num_trials: 3
|
||||
num_beams: 1 # default to greedy search
|
||||
low_bit: 'sym_int4' # default to use 'sym_int4' (i.e. symmetric int4)
|
||||
batch_size: 1 # default to 1
|
||||
in_out_pairs:
|
||||
- '1024-128'
|
||||
test_api:
|
||||
- "transformer_int4_fp16_gpu_win" # on Intel GPU for Windows, use fp16 for non-linear layer
|
||||
cpu_embedding: True # whether put embedding to CPU (only avaiable now for gpu win related test_api)
|
||||
Loading…
Reference in a new issue