1. 04 Mar, 2022 1 commit
    • ltqin's avatar
      NHWC conv 2d: bwd fp32/fp16/bfp16/int8, Device level tuning and host API (#92) · c254e5ab
      ltqin authored
      
      
      * start conv2d bwd api
      
      * kernel running
      
      * add bwd reference
      
      * change to no shuffle
      
      * fix bwd reference
      
      * pass verification
      
      * add Filter1x1Stride1Pad0 and start testing
      
      * change some tuning parameter
      
      * fix test error
      
      * add fp16 tuning parameter
      
      * add bf16 tuning parameter
      
      * add int8 tuning parameters
      
      * change fp32 tuning parameter
      
      * add bwd to profiler
      
      * fix bug for bwd profiler
      
      * fix ckProfiler bug
      
      * change conv2d_bwd_xdl to fp16
      
      * fix bug in comments
      
      * fix precompile id
      
      * fix enum conv name
      
      * chage _bwd_ to _bwd_data_
      
      * change conv2d_bwd example id
      
      * bwd to bwd data
      
      * fix prehead
      
      * fix MakeDefaultBlock2CTileMap ,import form merge develop
      
      * format bwd instance
      
      * bwd to bwd data
      
      * change name bwd to bwd data
      
      * change name bwd to bwd data in example
      
      * formate code
      
      * change conv2d bwd data id in example
      
      * rewrite readme for example
      
      * fix CalculateMagicNumbers about div zero
      
      * add workaround CK_WORKAROUND_SWDEV_325164
      
      * change test_conf2d_bwd_data show info
      
      * format
      
      * fix bug for workaround:CK_WORKAROUND_SWDEV_325164
      
      * formate tuning parameters
      
      * formate tuning parameters again
      
      * formate tuning parameters 3
      
      * formate tuning parameters 4
      
      * remove add function template
      
      * format
      
      * update comment
      Co-authored-by: default avatarltqin <letaoqin@amd.com>
      Co-authored-by: default avatarChao Liu <chao.liu2@amd.com>
      c254e5ab
  2. 26 Dec, 2021 1 commit
    • Chao Liu's avatar
      Fusion Conv+Bias+ReLU(+Add) (#62) · acbd7bd7
      Chao Liu authored
      * fix relu
      
      * clean up
      
      * clean up
      
      * adding 1x1 conv
      
      * adding 1x1 conv
      
      * added 1x1 conv
      
      * refactor
      
      * refactor
      
      * refactor
      
      * added profiler for conv+bias+relu+add
      
      * clean up
      
      * adding conv+bias+relu
      
      * adding conv+bias+relu
      
      * added conv+bias+relu
      
      * Update README.md
      
      * update cpu verification
      
      * adding c shuffle
      
      * update static_tensor for dealing with invalid element
      
      * adding c shuffle
      
      * debugging
      
      * fix bug
      
      * convert to fp16 before shuffle
      
      * shuffle more than one M/NRepeat
      
      * clean up
      
      * remove coordinate step hack from GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v3r1
      
      * clean up
      
      * remove coordinate step hack from all gridwise gemm xdl
      
      * clean up coordinate step hack
      
      * clean up coordinate step hack
      
      * ThreadwiseTensorSliceTransfer_v3r2 support pointwise op on both src and dst
      
      * adding output shuffle in conv+bias+relu+add
      
      * update
      
      * added conv+bias+relu+add with c shuffle
      
      * added conv+bias+relu+add with c shuffle
      
      * fix forward_sweep bugs in threadwise copy
      
      * clean up
      
      * refactor
      
      * clean up
      
      * clean up
      
      * added conv_c_shuffle+bias_relu
      
      * clean up
      
      * added conv+bias+relu+atomic_add
      
      * clean up
      
      * clean up
      
      * clean up
      
      * clean up
      
      * clean up
      
      * clean up
      
      * misc fixes; add 1x1 specialization
      
      * clean up
      
      * delete unused device op
      
      * clean up
      
      * add support for odd C value
      acbd7bd7