1. 12 Feb, 2022 1 commit
    • ltqin's avatar
      NHWC conv 2d: fwd bfp16/int8, Device level tuning and host API (#73) · 880fbee9
      ltqin authored
      
      
      * add fwd bf16 conv
      
      * change tunning parametor
      
      * add int8 for conv fwd
      
      * remove comments
      
      * change tunning parametor for int8
      
      * change init int8 example
      
      * add test for conv2d fwd
      
      * change device operation file pos because merge develop
      
      * fwd int8 use reference
      
      * test_conv_fwd use reference
      
      * add braket for if statement
      
      * rename fwd example name
      
      * remove StaticBufferOfVectorTypeV2
      
      * tweak example
      Co-authored-by: default avatarltqin <letaoqin@amd.com>
      Co-authored-by: default avatarChao Liu <chao.liu2@amd.com>
      880fbee9
  2. 03 Feb, 2022 1 commit
    • ltqin's avatar
      add split-k GEMM (#59) · 4be7f019
      ltqin authored
      
      
      * add DeviceGemmSplitKXdl
      
      * add file device_gemm_splitk_xdl.hpp
      
      * set c matrix zero
      
      * using atomic
      
      * add all tuning parameter to f32 mkkn
      
      * grid size change to 720
      
      * add tunning parameter for NT
      
      * add tunning parameter for TN
      
      * add tunning parameter for TT
      
      * add m=96tunning parameter
      
      * add lost config
      
      * add element wise operation
      
      * fixed MPerBlock=96
      
      * remove marco for slpitk swtich
      
      * add test
      
      * add new line at the end of device_gemm_xdl_instance.hpp
      
      * remove step hack
      
      * seperate split-k instance files
      
      * add tunning parameters
      
      * change disired grid size to parameters
      
      * remove slice length
      
      * add desiredgridsize parameter to ckProfiler
      
      * add losting file device_gemm_xdl_splitk_instance.hpp
      
      * change desired gride size to kbatch
      
      * format
      
      * format
      
      * clean up
      
      * add selection of device_instances
      
      * clean code
      
      * fix build issue
      Co-authored-by: default avatarltqin <letaoqin@amd.com>
      Co-authored-by: default avatarChao Liu <chao.liu2@amd.com>
      Co-authored-by: default avatarJing Zhang <jizhan@amd.com>
      4be7f019
  3. 30 Nov, 2021 1 commit