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@violetch24 violetch24 commented Jan 19, 2024

Type of Change

Migration static-quant and smooth-quant implementation to 3x API.

Description

  • Refine weight-only configuration
    • Static
    • Smoothquant
  • Separate public utilities from sq algos
  • Unify interface for quantization
    • Static
    • Smoothquant
  • Migrate algos
    • Static
    • Smoothquant
  • Add UTs for each algo
    • Static
    • Smoothquant
  • Add UTs for configs
    • Static
    • Smoothquant

Expected Behavior & Potential Risk

UT pass

violetch24 and others added 6 commits January 19, 2024 12:09
Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
Conflicts:
	neural_compressor/torch/quantization/config.py
Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
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violetch24 and others added 2 commits January 23, 2024 13:25
Conflicts:
	neural_compressor/torch/quantization/config.py
@xin3he xin3he added the WIP label Jan 23, 2024
@xin3he xin3he self-requested a review January 23, 2024 08:46
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resolved in #1568

@violetch24 violetch24 changed the title PyTorch Smooth-Quant 3x API Implementation PyTorch Static-Quant and Smooth-Quant 3x API Implementation Jan 26, 2024
@violetch24 violetch24 closed this Feb 29, 2024
@violetch24 violetch24 deleted the zixuan/sq_ipex branch February 29, 2024 09:52
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4 participants