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[LLM] Small update to performance tests #9106

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merged 2 commits into from
Oct 9, 2023
Merged

[LLM] Small update to performance tests #9106

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cfa0ced
small updates to llm performance tests regarding model handling
Oscilloscope98 Sep 28, 2023
83bf26d
Small fix
Oscilloscope98 Oct 9, 2023
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38 changes: 34 additions & 4 deletions .github/workflows/llm_performance_tests.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,10 @@ jobs:
env:
THREAD_NUM: 24
steps:
- name: Set environment variables
shell: bash
run: |
echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV"
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
Expand All @@ -55,6 +59,14 @@ jobs:
env:
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

- name: Download LLMs
shell: bash
run: |
if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then
echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -P $ORIGIN_DIR
fi

- name: Run LLM Performance test
env:
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
Expand All @@ -76,17 +88,14 @@ jobs:
THREAD_NUM: 16
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
steps:
- name: Set model directories
shell: bash
run: |
echo "ORIGIN_DIR=/mnt/disk1/models" >> "$GITHUB_ENV"
- name: Set environment variables
shell: bash
run: |
echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV"
echo "LLAMA2_13B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-13b-chat-hf" >> "$GITHUB_ENV"
echo "CHATGLM2_6B_ORIGIN_PATH=${ORIGIN_DIR}/chatglm2-6b" >> "$GITHUB_ENV"
echo "WHISPER_MEDIUM_ORIGIN_PATH=${ORIGIN_DIR}/whisper-medium" >> "$GITHUB_ENV"

- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
Expand All @@ -112,6 +121,27 @@ jobs:
run: |
source /opt/intel/oneapi/setvars.sh
bash python/llm/test/run-llm-install-tests.sh

- name: Download LLMs
shell: bash
run: |
if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then
echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -P $ORIGIN_DIR
fi
if [ ! -d $LLAMA2_13B_ORIGIN_PATH ]; then
echo "Directory $LLAMA2_13B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-13b-chat-hf -P $ORIGIN_DIR
fi
if [ ! -d $CHATGLM2_6B_ORIGIN_PATH ]; then
echo "Directory $CHATGLM2_6B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR
fi
if [ ! -d $WHISPER_MEDIUM_ORIGIN_PATH ]; then
echo "Directory $WHISPER_MEDIUM_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/whisper-medium -P $ORIGIN_DIR
fi

- name: Test on xpu
shell: bash
run: |
Expand Down
7 changes: 1 addition & 6 deletions python/llm/dev/benchmark/run-benchmark-tests.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -12,11 +12,6 @@ export OMP_NUM_THREADS=$THREAD_NUM
######## LLAMA2
# transformers

if [ ! -d $ORIGINAL_LLAMA2_PATH ]; then
echo "Directory $ORIGINAL_LLAMA2_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_LLAMA2_PATH:2} -P $LLM_DIR
fi

echo ">>> Testing LLAMA2 transformers API"
taskset -c 0-$((THREAD_NUM - 1)) python python/llm/dev/benchmark/pipelines/llama2_test.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH
taskset -c 0-$((THREAD_NUM - 1)) python python/llm/dev/benchmark/pipelines/llama2_test.py --repo-id-or-model-path $LLAMA2_7B_ORIGIN_PATH

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