1. 30 Nov, 2022 1 commit
    • rocking5566's avatar
      gemm, conv perchannel quantization (#503) · ad541ad6
      rocking5566 authored
      * Use gemm_multiple_D instead
      
      * Add gemm bias relu quantization example
      
      * Add pure gemm quantization example
      
      * Add quantization of perchannel conv + bias + relu example
      
      * Refine the code
      
      * Rename multiplier to requant_scale
      
      * Rename the folder
      
      * Remove redundant comment
      
      * Rename the file. Prepare to add perchannel
      
      * Add conv perchannel instance
      
      * Move to quantization folder
      
      * Add conv perchannel client example
      
      * Apply Rangify constructor of HostTensorDescriptor & Tensor<>
      
      * Fix merge error
      ad541ad6
  2. 02 Nov, 2022 1 commit
    • rocking5566's avatar
      Conv perlayer int8 quantization (#471) · 226bc02b
      rocking5566 authored
      * Add conv2d requant example
      
      * Fix bash error
      
      * Rename example
      
      * 1. Rename gemm quantization
      2. shares the requantization lambda function with conv
      
      * Refine declare type
      
      * Add conv bias relu quantization exmaple
      
      * clang format
      
      * Fix compile error due to merge develop
      
      * Fix CI error
      
      * Extract quantization post operation into another file
      
      * Support quantization for non piecewise linear function
      
      * Add instance for conv quantization
      
      * Add convolution quantization factory
      
      * Add convolution quantization client example
      
      * Add more instances with different template parameters
      
      * clang format
      
      * Sync the naming with the develop
      226bc02b