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continuous_batching_cpp.yml
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on:
pull_request:
paths:
- .github/workflows/continuous_batching_cpp.yml
- src/**
- samples/**
- thirdparty/openvino_tokenizers
- "!**.md"
permissions: read-all # Required by https://github.com/ossf/scorecard/blob/e23b8ad91fd6a64a0a971ca4fc0a4d1650725615/docs/checks.md#token-permissions
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
env:
l_ov_link: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2024.3.0-15805-6138d624dc1/l_openvino_toolkit_ubuntu20_2024.3.0.dev20240626_x86_64.tgz
w_ov_link: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2024.3.0-15805-6138d624dc1/w_openvino_toolkit_windows_2024.3.0.dev20240626_x86_64.zip
m_ov_link: https://storage.openvinotoolkit.org/repositories/openvino/packages/nightly/2024.3.0-15805-6138d624dc1/m_openvino_toolkit_macos_12_6_2024.3.0.dev20240626_x86_64.tgz
jobs:
cpp-accuracy-sample-ubuntu:
runs-on: ubuntu-20.04-8-cores
steps:
- uses: actions/checkout@v4
with:
submodules: recursive
- uses: actions/setup-python@v4
with:
python-version: 3.8
- name: Install OpenVINO
run: |
mkdir ./ov/
curl ${{ env.l_ov_link }} | tar --directory ./ov/ --strip-components 1 -xz
sudo ./ov/install_dependencies/install_openvino_dependencies.sh
- name: Download, convert and build
run: |
source ./ov/setupvars.sh
python -m pip install --upgrade-strategy eager -r ./samples/requirements.txt --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
optimum-cli export openvino --trust-remote-code --weight-format fp16 --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 TinyLlama-1.1B-Chat-v1.0
cmake -DCMAKE_BUILD_TYPE=Release -DENABLE_CONTINUOUS_BATCHING=ON -DENABLE_APPS=ON -S ./ -B ./build/
cmake --build ./build/ --config Release -j
- run: >
. ./ov/setupvars.sh
&& timeout 25s ./build/samples/cpp/accuracy_sample/accuracy_sample -m ./TinyLlama-1.1B-Chat-v1.0/ -n 4
# - run: >
# . ./ov/setupvars.sh
# && PYTHONPATH=./build/:$PYTHONPATH timeout 25s
# ./samples/python/multinomial_causal_lm/multinomial_causal_lm.py ./open_llama_3b_v2/ b
# - run: >
# . ./ov/setupvars.sh
# && export PYTHONPATH=./build/:$PYTHONPATH
# && timeout 25s ./build/samples/cpp/greedy_causal_lm/greedy_causal_lm ./open_llama_3b_v2/ "return 0"
# | diff <(timeout 25s samples/python/greedy_causal_lm/greedy_causal_lm.py ./open_llama_3b_v2/ "return 0") -
cpp-accuracy-sample-windows:
runs-on: windows-latest
defaults:
run:
shell: cmd
steps:
- uses: actions/checkout@v4
with:
submodules: recursive
- uses: actions/setup-python@v4
with:
python-version: 3.8
- run: curl --output ov.zip ${{ env.w_ov_link }}
- run: unzip -d ov ov.zip
- run: dirs=(ov/*) && mv ov/*/* ov && rmdir "${dirs[@]}"
shell: bash
- name: Download, convert and build
run: |
call .\ov\setupvars.bat
python -m pip install --upgrade-strategy eager -r ./samples/requirements.txt --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
optimum-cli export openvino --trust-remote-code --weight-format fp16 --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 TinyLlama-1.1B-Chat-v1.0
cmake -DCMAKE_BUILD_TYPE=Release -DENABLE_CONTINUOUS_BATCHING=ON -DENABLE_APPS=ON -S ./ -B ./build/
cmake --build ./build/ --config Release -j
- run: >
call .\ov\setupvars.bat
&& .\build\samples\cpp\accuracy_sample\Release\accuracy_sample.exe -m .\TinyLlama-1.1B-Chat-v1.0\ -n 4
# - run: |
# echo import transformers > ref.py
# echo predictions = open('cpp.txt', 'r').read() >> ref.py
# echo tokenizer = transformers.AutoTokenizer.from_pretrained('TinyLlama/TinyLlama-1.1B-Chat-v1.0', trust_remote_code=True) >> ref.py
# echo tokenized = tokenizer('69', return_tensors='pt') >> ref.py
# echo for beam in transformers.AutoModelForCausalLM.from_pretrained('TinyLlama/TinyLlama-1.1B-Chat-v1.0', trust_remote_code=True).generate(**tokenized, max_new_tokens=100, do_sample=False): >> ref.py
# echo ref = tokenizer.decode(beam[tokenized['input_ids'].numel():], skip_special_tokens=True) >> ref.py
# echo idx = predictions.find(ref) >> ref.py
# echo if -1 == idx: >> ref.py
# echo raise RuntimeError(f'Missing "{ref=}" from predictions') >> ref.py
# echo predictions = predictions[:idx] + predictions[idx + len(ref):] >> ref.py
# - run: python ref.py
# - run: >
# set PATH=.\build\openvino_genai\;%PATH%
# && set "PYTHONPATH=./build/"
# && call .\ov\setupvars.bat
# && python samples\python\greedy_causal_lm\greedy_causal_lm.py .\TinyLlama-1.1B-Chat-v1.0\ 69 > .\py.txt
# - run: fc .\cpp.txt .\py.txt
cpp-accuracy-sample-macos:
runs-on: macos-12
steps:
- uses: actions/checkout@v4
with:
submodules: recursive
- uses: actions/setup-python@v4
with:
python-version: 3.8
- name: Install OpenVINO
run: |
mkdir ./ov/
curl ${{ env.m_ov_link }} | tar --directory ./ov/ --strip-components 1 -xz
brew install coreutils scons
- name: Download, convert and build
run: |
source ./ov/setupvars.sh
python -m pip install --upgrade-strategy eager -r ./samples/requirements.txt --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
python -m pip install ./thirdparty/openvino_tokenizers/[transformers] --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
optimum-cli export openvino --trust-remote-code --weight-format fp16 --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 TinyLlama-1.1B-Chat-v1.0
cmake -DCMAKE_BUILD_TYPE=Release -DENABLE_CONTINUOUS_BATCHING=ON -DENABLE_APPS=ON -S ./ -B ./build/
cmake --build ./build/ --config Release -j
- run: >
. ./ov/setupvars.sh
&& ./build/samples/cpp/accuracy_sample/accuracy_sample -m ./TinyLlama-1.1B-Chat-v1.0/ -n 4