Caffe2 - C++ API
A deep learning, cross platform ML framework
dnnlowp::L2ErrorMinimization Class Reference

A quantization scheme that minimizes L2 norm of quantization error. More...

#include <l2_minimization.h>

Inheritance diagram for dnnlowp::L2ErrorMinimization:
dnnlowp::NormMinimization dnnlowp::QuantizationErrorMinimization

Additional Inherited Members

- Public Types inherited from dnnlowp::NormMinimization
enum  Kind { L1, L2 }
 
- Public Member Functions inherited from dnnlowp::NormMinimization
 NormMinimization (Kind kind)
 
TensorQuantizationParams NonlinearQuantizationParamsSearch (const Histogram &hist, bool preserve_sparsity=false, int precision=8)
 Faster approximate search.
 
TensorQuantizationParams ChooseQuantizationParams (const Histogram &hist, bool preserve_sparsity=false, int precision=8) override
 
- Protected Attributes inherited from dnnlowp::NormMinimization
Kind kind_
 

Detailed Description

A quantization scheme that minimizes L2 norm of quantization error.

Definition at line 16 of file l2_minimization.h.


The documentation for this class was generated from the following file: