Add optimization level for tuning strategy#179

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yiliu30 wants to merge 53 commits intomasterfrom

ly/opt_level

Commits on Dec 7, 2022

support pydocstyle check (#151)

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Fix Time_series_LSTM tuning issue (#163)

lvliang-intel
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Enable dilated contraction fusion for ITEX (#146)

lvliang-intel
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Enable QDQ-adapted _QuantizedFusedBatchNorm+LeakyRelu fusion (#160)

ChendaLi-Intel
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fix pylint issue (#169)

chensuyue
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fix ipex quantization (#168)

changwangss
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Fix Model-Test pipeline status (#167)

XuehaoSun
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Improved new API (#142)

PenghuiCheng
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IO docs refine (#135)

WenjiaoYue
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Enable _MklFusedBatchMatMulV2 BF16 conversion (#147)

ChendaLi-Intel
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modify IO style (#170)

WenjiaoYue
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feat(strategy): add optimization level 0
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feat(st): update compare logic
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feat(st): update best model based on perf and acc
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feat(st): add optimization_level
yiliu30
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fixed some bugs
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update the op queue
yiliu30
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add optype-wise conversion
yiliu30
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add one by one conversion
yiliu30
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WA for save q model
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fix some bugs
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remove some comments
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update the model with best performance
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modify IO document (#181)

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remove useless file in doc source (#182)

chensuyue
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Fixed benchmark error for tensorflow model (#177)

PenghuiCheng
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Add export() PyTorch backend implementation for new API (#180)

xin3he
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Corrected pruning.md links, updated per channel examples. (#175)

YIYANGCAI
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Adjust the hyperopt and sigopt as extras requirements (#173)
yiliu30
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IO docs bug fix (#188)

WenjiaoYue
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Neural Coder adding support of ONNX RT dynamic quant and static quant QDQ (#184)

kaikaiyao
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update installation dependency (#185)

chensuyue
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Set default value for use_bf16 and fixed random seed setting error (#186)

PenghuiCheng
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Turn off ITEX optimization pass (#196)

lvliang-intel
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Fixed UT error for bf16 op list for QAT mode (#200)

PenghuiCheng
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Disable multi instance for ITEX GPU benchmark (#204)

lvliang-intel
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Revert "remove op-wise cfgs for testing. (#1521)" (#202)

intel-zhangyi
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add examples for GPTJ (#162)

changwangss
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Neural Coder mod launcher arg: "strategy" to "approach" (#201)

kaikaiyao
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update publication_list.md (#212)

chensuyue
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Added distributed training support for distillation of CNN-2. (#208)

XinyuYe-Intel
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Added distributed training support for distillation of MobileNetV2. (#166)

XinyuYe-Intel
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fix load issue (#194)

changwangss
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Fix NTM-One-Shot failed with KeyError (#210)

lvliang-intel
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Fix TextRNN and centernet_hg104 tuning issue (#171)

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add strategy kwargs for new api
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add uts
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remove the line for debug
yiliu30
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fixed some uts
yiliu30
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add optimization_level in BaseQuantizationConfig
yiliu30
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add optimization_level to conf and pythonic_conf
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add UTs based on new API
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remove the UTs based on old API(yaml)
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