2 Commits (d684b49cb0fbff38d5d0cf8340d4d821d7f48c54)

Author	SHA1	Message	Date
mozga-intel	7d5643562f	MKLDNN layout: Support for batch norm operator	7 years ago
Tomasz Patejko	4a497b826d	MKLDNN implementation of batch normalization (#9904) ... * 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	7 years ago