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LLM Performance Test

LLM Performance Test #45

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LLM Performance Test

LLM Performance Test #45

Workflow file for this run

.github/workflows/llm_performance_tests.yml at bfdac4f
name: LLM Performance Test
# 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:
schedule:
- cron: "00 13 * * *" # GMT time, 13:00 GMT == 21:00 China
pull_request:
branches: [main]
paths:
- ".github/workflows/llm_performance_tests.yml"
- ".github/workflows/llm-binary-build.yml"
- ".github/actions/llm/setup-llm-env/action.yml"
- ".github/actions/llm/remove-llm-env/action.yml"
- ".github/actions/llm/download-llm-binary/action.yml"
- "python/llm/test/benchmark/**"
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:
needs: llm-cpp-build
strategy:
fail-fast: false
matrix:
python-version: ["3.9"]
instruction: ["AVX512"]
runs-on: [self-hosted, llm, perf]
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
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
python -m pip install --upgrade setuptools==58.0.4
python -m pip install --upgrade wheel
- name: Download llm binary
uses: ./.github/actions/llm/download-llm-binary
- name: Run LLM install (all) test
uses: ./.github/actions/llm/setup-llm-env
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 }}
run: bash python/llm/dev/benchmark/run-benchmark-tests.sh
# - name: Clean up test environment
# uses: ./.github/actions/llm/remove-llm-env
# env:
# ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
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 }}
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
shell: bash
run: |
python -m pip install --upgrade pip
python -m pip install --upgrade omegaconf
python -m pip install --upgrade pandas
python -m pip install --upgrade einops
- name: Download llm binary
uses: ./.github/actions/llm/download-llm-binary
- name: Run LLM install (all) test
uses: ./.github/actions/llm/setup-llm-env
with:
extra-dependency: "xpu"
- name: Test installed xpu version
shell: bash
run: |
source /opt/intel/oneapi/setvars.sh
bash python/llm/test/run-llm-install-tests.sh
- name: Test on xpu
shell: bash
run: |
source /opt/intel/oneapi/setvars.sh
export USE_XETLA=OFF
export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
mv python/llm/test/benchmark/arc-perf-test.yaml python/llm/dev/benchmark/all-in-one/config.yaml
cd python/llm/dev/benchmark/all-in-one
export http_proxy=${HTTP_PROXY}
export https_proxy=${HTTPS_PROXY}
taskset -c 0-$((THREAD_NUM - 1)) python run.py
curl -T ./*.csv ${LLM_FTP_URL}/llm/ggml-actions/perf/