1 // Copyright (C) 2019 Intel Corporation
2 // SPDX-License-Identifier: Apache-2.0
8 #include <mkldnn_node.h>
13 namespace MKLDNNPlugin {
15 class MKLDNNBinaryConvolutionNode : public MKLDNNNode {
17 MKLDNNBinaryConvolutionNode(const InferenceEngine::CNNLayerPtr& layer, const mkldnn::engine& eng);
18 ~MKLDNNBinaryConvolutionNode() override = default;
20 void getSupportedDescriptors() override;
21 void createDescriptor(const std::vector<InferenceEngine::TensorDesc>& inputDesc,
22 const std::vector<InferenceEngine::TensorDesc>& outputDesc) override;
23 void initDescriptor(const InferenceEngine::LayerConfig& config) override;
24 void createPrimitive() override;
25 void initSupportedPrimitiveDescriptors() override;
26 bool created() const override;
27 bool canBeInPlace() const override {
30 void setPostOps(mkldnn::primitive_attr &attr, bool initWeights);
31 void pushBinarizationThreshold(float value);
34 static Register<MKLDNNBinaryConvolutionNode> reg;
36 bool withBinarization;
40 std::vector<ptrdiff_t> stride;
41 std::vector<ptrdiff_t> dilation;
42 std::vector<ptrdiff_t> paddingL;
43 std::vector<ptrdiff_t> paddingR;
44 InferenceEngine::SizeVector weightDims;
45 InferenceEngine::SizeVector biasesDims;
50 std::vector<ptrdiff_t> dw_conv_kernel;
51 std::vector<ptrdiff_t> dw_conv_strides;
52 std::vector<MKLDNNMemoryPtr> PostOpsIntBlobMemory;
56 std::vector<float> binarizationThresholds;
59 } // namespace MKLDNNPlugin