Add Windows GPU unit test (#11050)
* Add Windows GPU UT * temporarily remove ut on arc * retry * retry * retry * fix * retry * retry * fix * retry * retry * retry * retry * retry * retry * retry * retry * retry * retry * retry * retry * retry * fix * retry * retry * retry * retry * retry * retry * merge into single workflow * retry inference test * retry * retrigger * try to fix inference test * retry * retry * retry * retry * retry * retry * retry * retry * retry * retry * retry * check lower_bound * retry * retry * try example test * try fix example test * retry * fix * seperate function into shell script * remove cygpath * try remove all cygpath * retry * retry * Revert "try remove all cygpath" This reverts commit 7ceeff3e48f08429062ecef548c1a3ad3488756f. * Revert "retry" This reverts commit 40ea2457843bff6991b8db24316cde5de1d35418. * Revert "retry" This reverts commit 817d0db3e5aec3bd449d3deaf4fb01d3ecfdc8a3. * enable ut * fix * retrigger * retrigger * update download url * fix * fix * retry * add comment * fix
This commit is contained in:
Jin Qiao
GitHub
parent
b6b70d1ba0
commit
25b6402315
9 changed files with 140 additions and 48 deletions
33
.github/workflows/llm_unit_tests.yml
vendored
33
.github/workflows/llm_unit_tests.yml
vendored
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@ -157,8 +157,8 @@ jobs:
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# fi
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if [ ! -d $ORIGINAL_CHATGLM2_6B_PATH ]; then
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echo "Directory $ORIGINAL_CHATGLM2_6B_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR
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echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR
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fi
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if [ ! -d $ORIGINAL_CODESHELL_7B_PATH ]; then
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echo "Directory $ORIGINAL_CODESHELL_7B_PATH not found. Downloading from FTP server..."
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@ -240,10 +240,10 @@ jobs:
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strategy:
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fail-fast: false
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matrix:
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# pytorch-version: ['2.1', '2.0']
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runner: ['arc-ut', 'arc-ut-win']
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pytorch-version: ['2.1']
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python-version: ${{ fromJson(needs.setup-python-version.outputs.python-version) }}
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runs-on: [self-hosted, llm, arc-ut]
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runs-on: [self-hosted, llm, "${{ matrix.runner }}"]
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env:
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# OMP_NUM_THREADS: 16
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# THREAD_NUM: 16
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@ -284,6 +284,12 @@ jobs:
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# May remove later
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pip uninstall sentence-transformers -y || true
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# On Windows, we need to add "Python3_ROOT_DIR/bin" to path to make libuv work
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if [[ "$RUNNER_OS" == "Windows" ]]; then
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echo $Python3_ROOT_DIR'\bin\'
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echo $Python3_ROOT_DIR'\bin\' >> $GITHUB_PATH
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fi
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- name: Download llm binary
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uses: ./.github/actions/llm/download-llm-binary
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@ -296,11 +302,13 @@ jobs:
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shell: bash
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run: |
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# Specific oneapi position on arc ut test machines
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
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source /opt/intel/oneapi/setvars.sh
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elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
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source /home/arda/intel/oneapi/setvars.sh
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fi
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fi
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bash python/llm/test/run-llm-install-tests.sh
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- name: Download LLMs and datasets
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@ -312,7 +320,7 @@ jobs:
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fi
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if [ ! -d $CHATGLM2_6B_ORIGIN_PATH ]; then
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echo "Directory $CHATGLM2_6B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR
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fi
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if [ ! -d $FALCON_7B_ORIGIN_PATH ]; then
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echo "Directory $FALCON_7B_ORIGIN_PATH not found. Downloading from FTP server..."
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@ -320,7 +328,7 @@ jobs:
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fi
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if [ ! -d $MPT_7B_ORIGIN_PATH ]; then
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echo "Directory $MPT_7B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/mpt-7b-chat -P $ORIGIN_DIR
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/mpt-7b-chat -P $ORIGIN_DIR
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fi
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if [ ! -d $WHISPER_TINY_ORIGIN_PATH ]; then
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echo "Directory $WHISPER_TINY_ORIGIN_PATH not found. Downloading from FTP server..."
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@ -347,7 +355,7 @@ jobs:
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fi
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if [ ! -d $BAICHUAN2_7B_ORIGIN_PATH ]; then
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echo "Directory $BAICHUAN2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Baichuan2-7B-Chat -P $ORIGIN_DIR
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/Baichuan2-7B-Chat -P $ORIGIN_DIR
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fi
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if [ ! -d $VICUNA_7B_1_3_ORIGIN_PATH ]; then
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echo "Directory $VICUNA_7B_1_3_ORIGIN_PATH not found. Downloading from FTP server..."
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@ -358,12 +366,15 @@ jobs:
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shell: bash
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run: |
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# Specific oneapi position on arc ut test machines
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
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source /opt/intel/oneapi/setvars.sh
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elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
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source /home/arda/intel/oneapi/setvars.sh
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fi
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fi
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python -m pip install datasets librosa soundfile einops tiktoken transformers_stream_generator
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bash python/llm/test/run-llm-inference-tests-gpu.sh
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- name: Run LLM example tests
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@ -373,11 +384,13 @@ jobs:
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python -m pip install transformers==4.36.0 datasets peft==0.10.0 accelerate==0.23.0
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python -m pip install bitsandbytes scipy
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# Specific oneapi position on arc ut test machines
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
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source /opt/intel/oneapi/setvars.sh
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elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
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source /home/arda/intel/oneapi/setvars.sh
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fi
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fi
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bash python/llm/test/run-llm-example-tests-gpu.sh
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- name: Get Langchain version
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@ -403,11 +416,13 @@ jobs:
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pip install -U chromadb==0.3.25
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pip install -U pandas==2.0.3
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# Specific oneapi position on arc ut test machines
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
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source /opt/intel/oneapi/setvars.sh
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elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
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source /home/arda/intel/oneapi/setvars.sh
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fi
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fi
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bash python/llm/test/run-llm-langchain-tests-gpu.sh
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pip install -U langchain
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@ -422,11 +437,15 @@ jobs:
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# Specific oneapi position on arc ut test machines
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if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
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pip install --pre --upgrade ipex-llm[xpu] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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source /opt/intel/oneapi/setvars.sh
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fi
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elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
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pip install --pre --upgrade ipex-llm[xpu_2.0] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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source /home/arda/intel/oneapi/setvars.sh
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fi
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fi
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pip install transformers==4.36.2
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pip install "pydantic>=2.0.0"
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bash python/llm/test/run-llm-llamaindex-tests-gpu.sh
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@ -178,6 +178,9 @@ class Test_Optimize_Gpu_Model:
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# currently only need to compare the output of one self-attention layer.
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layer_norm = "model.layers.31.input_layernorm"
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self_attn = "model.layers.31.self_attn"
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if os.environ['RUNNER_OS'] == "Windows":
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lower_bound = 2e-2
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else:
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lower_bound = 9e-3
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self.run_optimize_gpu_model(Name, Model, Tokenizer, model_path, self_attn, layer_norm, lower_bound)
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@ -142,5 +142,8 @@ class Test_Optimize_Gpu_Model:
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# since the original Llama2 code adds residual after the mlp layer, which differs from the implementation of bigdl
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layer_before_Decoder = "model.layers.30"
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Decoder_layer = "model.layers.31"
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if os.environ['RUNNER_OS'] == "Windows":
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lower_bound = 2e-1
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else:
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lower_bound = 1e-1
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self.run_optimize_gpu_model(Name, Model, Tokenizer, model_path, Decoder_layer, layer_before_Decoder, lower_bound)
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@ -4,14 +4,23 @@ export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/langchain_gp
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export TEST_BIGDLLLM_MODEL_IDS=${VICUNA_7B_1_3_ORIGIN_PATH}
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export TEST_IPEXLLM_MODEL_IDS=${VICUNA_7B_1_3_ORIGIN_PATH}
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# Use Windows style path when running on Windows
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if [[ $RUNNER_OS == "Windows" ]]; then
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export ANALYTICS_ZOO_ROOT=$(cygpath -m ${ANALYTICS_ZOO_ROOT})
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export TEST_BIGDLLLM_MODEL_IDS=$(cygpath -m ${VICUNA_7B_1_3_ORIGIN_PATH})
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export TEST_IPEXLLM_MODEL_IDS=$(cygpath -m ${VICUNA_7B_1_3_ORIGIN_PATH})
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fi
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set -e
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echo ">>> Testing LangChain upstream unit test"
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cp ${ANALYTICS_ZOO_ROOT}/langchain_upstream/libs/community/tests/integration_tests/llms/test_bigdl_llm.py ${ANALYTICS_ZOO_ROOT}/langchain_upstream
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cp ${ANALYTICS_ZOO_ROOT}/langchain_upstream/libs/community/tests/integration_tests/llms/test_ipex_llm.py ${ANALYTICS_ZOO_ROOT}/langchain_upstream
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python -m pytest -s ${ANALYTICS_ZOO_ROOT}/langchain_upstream/test_bigdl_llm.py
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python -m pytest -s ${ANALYTICS_ZOO_ROOT}/langchain_upstream/test_ipex_llm.py
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source ${ANALYTICS_ZOO_ROOT}/python/llm/test/run-llm-check-function.sh
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pytest_check_error python -m pytest -s ${ANALYTICS_ZOO_ROOT}/langchain_upstream/test_bigdl_llm.py
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pytest_check_error python -m pytest -s ${ANALYTICS_ZOO_ROOT}/langchain_upstream/test_ipex_llm.py
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echo ">>> Testing LangChain upstream ipynb"
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cp ${ANALYTICS_ZOO_ROOT}/langchain_upstream/docs/docs/integrations/llms/ipex_llm.ipynb ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_example.ipynb
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@ -19,5 +28,5 @@ bash ./apps/ipynb2py.sh ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_examp
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sed -i '/^get_ipython/d' ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_example.py
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sed -i "s,model_id=\"[^\"]*\",model_id=\"$TEST_IPEXLLM_MODEL_IDS\",g" ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_example.py
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sed -i 's|saved_lowbit_model_path = "./vicuna-7b-1.5-low-bit"|saved_lowbit_model_path = "./langchain_upstream/vicuna-7b-1.5-low-bit"|' ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_example.py
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python ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_example.py
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ipex_workaround_wrapper python ${ANALYTICS_ZOO_ROOT}/langchain_upstream/langchain_example.py
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rm -rf ${ANALYTICS_ZOO_ROOT}/langchain_upstream
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22
python/llm/test/run-llm-check-function.sh
Normal file
22
python/llm/test/run-llm-check-function.sh
Normal file
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@ -0,0 +1,22 @@
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#!/bin/bash
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# wrapper for pytest command
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# add this before `pytest ...` or `python -m pytest ...` to avoid unexpected exit code 127 caused by ipex on Windows
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# ref: https://github.com/intel/intel-extension-for-pytorch/issues/634
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pytest_check_error() {
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result=$(eval "$@" || echo "FINISH PYTEST")
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echo $result > pytest_check_error.log
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cat pytest_check_error.log
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failed_lines=$(cat pytest_check_error.log | { grep failed || true; })
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if [[ $failed_lines != "" ]]; then
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exit 1
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fi
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rm pytest_check_error.log
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}
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# wrapper for python command
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# add this before `python ...` to avoid unexpected exit code 127 caused by ipex on Windows
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# ref: https://github.com/intel/intel-extension-for-pytorch/issues/634
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ipex_workaround_wrapper() {
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eval "$@" || ( [[ $? == 127 && $RUNNER_OS == "Windows" ]] && echo "EXIT CODE 127 DETECTED ON WINDOWS, IGNORE." || exit 1)
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}
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@ -1,6 +1,10 @@
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#!/bin/bash
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export ANALYTICS_ZOO_ROOT=${ANALYTICS_ZOO_ROOT}
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if [[ $RUNNER_OS == "Linux" ]]; then
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export ANALYTICS_ZOO_ROOT=${ANALYTICS_ZOO_ROOT}
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elif [[ $RUNNER_OS == "Windows" ]]; then
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export ANALYTICS_ZOO_ROOT=$(cygpath -m ${ANALYTICS_ZOO_ROOT})
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fi
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set -e
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@ -10,11 +14,14 @@ start=$(date "+%s")
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sed -i 's/max_steps=200/max_steps=2/; s/save_steps=100/save_steps=2/; s/logging_steps=20/logging_steps=1/' \
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${ANALYTICS_ZOO_ROOT}/python/llm/example/GPU/LLM-Finetuning/QLoRA/simple-example/qlora_finetuning.py
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python ${ANALYTICS_ZOO_ROOT}/python/llm/example/GPU/LLM-Finetuning/QLoRA/simple-example/qlora_finetuning.py \
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# import pytest_check_error function
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source ${ANALYTICS_ZOO_ROOT}/python/llm/test/run-llm-check-function.sh
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|
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ipex_workaround_wrapper python ${ANALYTICS_ZOO_ROOT}/python/llm/example/GPU/LLM-Finetuning/QLoRA/simple-example/qlora_finetuning.py \
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--repo-id-or-model-path ${LLAMA2_7B_ORIGIN_PATH} \
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--dataset ${YAHMA_ALPACA_CLEANED_PATH}
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python ${ANALYTICS_ZOO_ROOT}/python/llm/example/GPU/LLM-Finetuning/QLoRA/simple-example/export_merged_model.py \
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ipex_workaround_wrapper python ${ANALYTICS_ZOO_ROOT}/python/llm/example/GPU/LLM-Finetuning/QLoRA/simple-example/export_merged_model.py \
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--repo-id-or-model-path ${LLAMA2_7B_ORIGIN_PATH} \
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--adapter_path ${PWD}/outputs/checkpoint-2 \
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--output_path ${PWD}/outputs/checkpoint-2-merged
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|
|
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@ -4,8 +4,15 @@ export ANALYTICS_ZOO_ROOT=${ANALYTICS_ZOO_ROOT}
|
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export LLM_HOME=${ANALYTICS_ZOO_ROOT}/python/llm/src
|
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export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/inference_gpu
|
||||
|
||||
export USE_XETLA=OFF
|
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export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
|
||||
if [[ $RUNNER_OS == "Linux" ]]; then
|
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export USE_XETLA=OFF
|
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export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
|
||||
elif [[ $RUNNER_OS == "Windows" ]]; then
|
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export ANALYTICS_ZOO_ROOT=$(cygpath -m ${ANALYTICS_ZOO_ROOT})
|
||||
export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/inference_gpu
|
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export SYCL_CACHE_PERSISTENT=1
|
||||
fi
|
||||
|
||||
export DEVICE='xpu'
|
||||
|
||||
set -e
|
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|
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@ -17,13 +24,18 @@ start=$(date "+%s")
|
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# THREAD_NUM=2
|
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# fi
|
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# export OMP_NUM_THREADS=$THREAD_NUM
|
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pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api.py -v -s
|
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pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_layernorm.py -v -s
|
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|
||||
# import pytest_check_error function
|
||||
source ${ANALYTICS_ZOO_ROOT}/python/llm/test/run-llm-check-function.sh
|
||||
|
||||
pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api.py -v -s
|
||||
pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_layernorm.py -v -s
|
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|
||||
export BIGDL_LLM_XMX_DISABLED=1
|
||||
pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_final_logits.py -v -s
|
||||
pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_attention.py -v -s
|
||||
pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_mlp.py -v -s
|
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pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_RMSNorm.py -v -s
|
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pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_final_logits.py -v -s
|
||||
pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_attention.py -v -s
|
||||
pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_mlp.py -v -s
|
||||
pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_transformers_api_RMSNorm.py -v -s
|
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unset BIGDL_LLM_XMX_DISABLED
|
||||
|
||||
now=$(date "+%s")
|
||||
|
|
@ -35,7 +47,7 @@ echo "Time used:$time seconds"
|
|||
echo "# Start testing layers.fast_rope_embedding"
|
||||
start=$(date "+%s")
|
||||
|
||||
pytest ${LLM_INFERENCE_TEST_DIR}/test_layer_fast_rope.py -v -s
|
||||
pytest_check_error pytest ${LLM_INFERENCE_TEST_DIR}/test_layer_fast_rope.py -v -s
|
||||
|
||||
now=$(date "+%s")
|
||||
time=$((now-start))
|
||||
|
|
|
|||
|
|
@ -4,8 +4,15 @@ export ANALYTICS_ZOO_ROOT=${ANALYTICS_ZOO_ROOT}
|
|||
export LLM_HOME=${ANALYTICS_ZOO_ROOT}/python/llm/src
|
||||
export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/langchain_gpu
|
||||
|
||||
export USE_XETLA=OFF
|
||||
export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
|
||||
if [[ $RUNNER_OS == "Linux" ]]; then
|
||||
export USE_XETLA=OFF
|
||||
export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
|
||||
elif [[ $RUNNER_OS == "Windows" ]]; then
|
||||
export ANALYTICS_ZOO_ROOT=$(cygpath -m ${ANALYTICS_ZOO_ROOT})
|
||||
export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/langchain_gpu
|
||||
export SYCL_CACHE_PERSISTENT=1
|
||||
fi
|
||||
|
||||
export DEVICE='xpu'
|
||||
|
||||
set -e
|
||||
|
|
@ -13,7 +20,9 @@ set -e
|
|||
echo "# Start testing inference"
|
||||
start=$(date "+%s")
|
||||
|
||||
python -m pytest -s ${LLM_INFERENCE_TEST_DIR}
|
||||
source ${ANALYTICS_ZOO_ROOT}/python/llm/test/run-llm-check-function.sh
|
||||
|
||||
pytest_check_error python -m pytest -s ${LLM_INFERENCE_TEST_DIR}
|
||||
|
||||
now=$(date "+%s")
|
||||
time=$((now-start))
|
||||
|
|
|
|||
|
|
@ -4,15 +4,23 @@ export ANALYTICS_ZOO_ROOT=${ANALYTICS_ZOO_ROOT}
|
|||
export LLM_HOME=${ANALYTICS_ZOO_ROOT}/python/llm/src
|
||||
export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/llamaindex_gpu
|
||||
|
||||
export USE_XETLA=OFF
|
||||
export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
|
||||
if [[ $RUNNER_OS == "Linux" ]]; then
|
||||
export USE_XETLA=OFF
|
||||
export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
|
||||
elif [[ $RUNNER_OS == "Windows" ]]; then
|
||||
export ANALYTICS_ZOO_ROOT=$(cygpath -m ${ANALYTICS_ZOO_ROOT})
|
||||
export LLM_INFERENCE_TEST_DIR=${ANALYTICS_ZOO_ROOT}/python/llm/test/llamaindex_gpu
|
||||
export SYCL_CACHE_PERSISTENT=1
|
||||
fi
|
||||
|
||||
set -e
|
||||
|
||||
echo "# Start testing inference"
|
||||
start=$(date "+%s")
|
||||
|
||||
python -m pytest -s ${LLM_INFERENCE_TEST_DIR}
|
||||
source ${ANALYTICS_ZOO_ROOT}/python/llm/test/run-llm-check-function.sh
|
||||
|
||||
pytest_check_error python -m pytest -s ${LLM_INFERENCE_TEST_DIR}
|
||||
|
||||
now=$(date "+%s")
|
||||
time=$((now-start))
|
||||
|
|
|
|||
Loading…
Reference in a new issue