From 3babc8016035f6d9bcdfed1ca330ff0ab8631e45 Mon Sep 17 00:00:00 2001 From: Yihua Xu Date: Thu, 20 Dec 2018 16:41:53 +0800 Subject: [PATCH] Fix the regression issue and add the group unitest for conv2d (#14932) * Add test items for mkldnn conv2d * Fix the regression issue and pass the unit test for conv2d and conv3d test=develop --- paddle/fluid/operators/conv_mkldnn_op.cc | 22 ++++++++++++------- .../tests/unittests/test_conv2d_mkldnn_op.py | 20 ++++++++++++++++- 2 files changed, 33 insertions(+), 9 deletions(-) diff --git a/paddle/fluid/operators/conv_mkldnn_op.cc b/paddle/fluid/operators/conv_mkldnn_op.cc index 154ff2bb209..8c116c4abfe 100644 --- a/paddle/fluid/operators/conv_mkldnn_op.cc +++ b/paddle/fluid/operators/conv_mkldnn_op.cc @@ -155,11 +155,14 @@ class ConvMKLDNNOpKernel : public paddle::framework::OpKernel { auto chosen_memory_format = platform::data_format_to_memory_format(data_format); - if (is_conv3d) { - chosen_memory_format = - platform::MKLDNNFormatForSize(src_tz.size(), chosen_memory_format); + weights_format = mkldnn::memory::format::any; + // Check the format for user's special output + if (chosen_memory_format != mkldnn::memory::format::any) { + if (is_conv3d) { + chosen_memory_format = + platform::MKLDNNFormatForSize(src_tz.size(), chosen_memory_format); + } } - weights_format = GetWeightsFormat(chosen_memory_format, g, is_conv3d); auto src_md = platform::MKLDNNMemDesc( src_tz, platform::MKLDNNGetDataType(), chosen_memory_format); @@ -435,11 +438,14 @@ class ConvMKLDNNGradOpKernel : public paddle::framework::OpKernel { auto chosen_memory_format = platform::data_format_to_memory_format(data_format); - if (is_conv3d) { - chosen_memory_format = - platform::MKLDNNFormatForSize(src_tz.size(), chosen_memory_format); + weights_format = mkldnn::memory::format::any; + // Check the format for user's special output + if (chosen_memory_format != mkldnn::memory::format::any) { + if (is_conv3d) { + chosen_memory_format = + platform::MKLDNNFormatForSize(src_tz.size(), chosen_memory_format); + } } - weights_format = GetWeightsFormat(chosen_memory_format, g, is_conv3d); auto src_md = platform::MKLDNNMemDesc( src_tz, platform::MKLDNNGetDataType(), chosen_memory_format); diff --git a/python/paddle/fluid/tests/unittests/test_conv2d_mkldnn_op.py b/python/paddle/fluid/tests/unittests/test_conv2d_mkldnn_op.py index 1902a986980..438d45b8403 100644 --- a/python/paddle/fluid/tests/unittests/test_conv2d_mkldnn_op.py +++ b/python/paddle/fluid/tests/unittests/test_conv2d_mkldnn_op.py @@ -16,7 +16,7 @@ from __future__ import print_function import unittest -from test_conv2d_op import TestConv2dOp, TestWithPad, TestWithStride +from test_conv2d_op import TestConv2dOp, TestWithPad, TestWithStride, TestWithGroup, TestWith1x1, TestWithInput1x1Filter1x1 class TestMKLDNN(TestConv2dOp): @@ -37,5 +37,23 @@ class TestMKLDNNWithStride(TestWithStride): self.data_format = "NCHW" +class TestMKLDNNWithGroup(TestWithGroup): + def init_kernel_type(self): + self.use_mkldnn = True + self.data_format = "NCHW" + + +class TestMKLDNNWith1x1(TestWith1x1): + def init_kernel_type(self): + self.use_mkldnn = True + self.data_format = "NCHW" + + +class TestMKLDNNWithInput1x1Filter1x1(TestWithInput1x1Filter1x1): + def init_kernel_type(self): + self.use_mkldnn = True + self.data_format = "NCHW" + + if __name__ == '__main__': unittest.main() -- GitLab