Add Bert Optimization Notebooks #3204
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(1) set OpenMP environment variable before importing onnxruntime. (2) launch new process for each test.
Reduce combinations in perf test
Reset logger for notebook
yuslepukhin
reviewed
Mar 13, 2020
Filter rows of batch set to keep only one setting.
liuziyue
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Mar 13, 2020
onnxruntime/python/tools/bert/notebooks/PyTorch_Bert-Squad_OnnxRuntime_CPU.ipynb
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liuziyue
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liuziyue
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Mar 17, 2020
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Description:
(1) Add notebooks for Bert GPU and CPU inference respectively
(2) Update performance test scripts: set OpenMP environment variable before importing onnxruntime, and use multiprocessing to create new process for each test.
(3) Add MachineInfo.py to show machine information in notebook.
Motivation and Context
User can run the notebook to find the best setting to optimize GPU or CPU performance.
Related open issue: #3063