• T
    MKLDNN implementation of batch normalization (#9904) · 4a497b82
    Tomasz Patejko 提交于
    * Initial implementation of forward pass for MKLDNN batch norm
    
    * Added attributes for MKLDNN batch norm
    
    * MKLDNN batch norm forward pass passes unittest. Started working on backward
    
    * Backward pass for MKLDNN batch norm added
    
    * MKLDNN batch norm: scoring added to forward pass
    
    * MKLDNN batch norm: bias as input added; handling AnyLayout when kernel is looked up
    
    * MKLDNN batch norm: python unit tests added; mkldnn tests removed
    
    * MKLDNN batch norm: changes required by cpplint
    
    * MKLDNN batch norm: refactoring the operator
    
    * MKLDNN batch norm: saved variance inversed in backward pass for correct execution of MKLDNN unit tests
    
    * MKLDNN batch norm: refctoring, function for static/const cast to void* added
    
    * MKLDNN batch norm: remove AnyLayout from batch norm
    
    *  MKLDNN batch norm: only NCHW format is supported. Unittests refactored
    
    * MKDNN batch norm: use_mkldnn added to attributes
    
    * MKLDNN batch norm: AnyLayout removed from unittest
    
    * MKLDNN batch norm: added CUDNN defines to batch norm
    
    * MKLDNN batch norm: undefined data_format variable corrected
    
    * MKLDNN batch norm: use_cudnn added, use of setUp method for configuring attributes
    
    * MKLDNN batch norm: added use_cudnn attribute to batch norm operator
    
    * MKLDNN batch norm: correcting batch norm unit tests for MKLDNN
    
    * MKLDNN batch norm: MKLDNN tests moved to another file; reverting changes for saved variance not being inverted
    
    * Change default layout to NCHW
    
    * MKLDNN batch norm: init_kernel_type method added to unit tests
    
    * MKLDNN batch norm: style changes
    
    * MKLDNN batch norm: unit tests refactored
    
    * MKLDNN batch norm: added use_mkldnn attribute to batch norm python interface
    4a497b82
batch_norm_mkldnn_op.cc 12.6 KB