--- /dev/null
+// Copyright 2013 Yangqing Jia
+
+#include <cuda_runtime.h>
+#include <cstring>
+#include <vector>
+
+#include "gtest/gtest.h"
+#include "caffe/blob.hpp"
+#include "caffe/common.hpp"
+#include "caffe/filler.hpp"
+#include "caffe/vision_layers.hpp"
+#include "caffe/test/test_gradient_check_util.hpp"
+
+#include "caffe/test/test_caffe_main.hpp"
+
+namespace caffe {
+
+extern cudaDeviceProp CAFFE_TEST_CUDA_PROP;
+
+template <typename Dtype>
+class PaddingLayerTest : public ::testing::Test {
+ protected:
+ PaddingLayerTest()
+ : blob_bottom_(new Blob<Dtype>(2, 3, 4, 5)),
+ blob_top_(new Blob<Dtype>()) {
+ // fill the values
+ FillerParameter filler_param;
+ GaussianFiller<Dtype> filler(filler_param);
+ filler.Fill(this->blob_bottom_);
+ blob_bottom_vec_.push_back(blob_bottom_);
+ blob_top_vec_.push_back(blob_top_);
+ }
+ virtual ~PaddingLayerTest() { delete blob_bottom_; delete blob_top_; }
+ Blob<Dtype>* const blob_bottom_;
+ Blob<Dtype>* const blob_top_;
+ vector<Blob<Dtype>*> blob_bottom_vec_;
+ vector<Blob<Dtype>*> blob_top_vec_;
+};
+
+typedef ::testing::Types<float, double> Dtypes;
+TYPED_TEST_CASE(PaddingLayerTest, Dtypes);
+
+TYPED_TEST(PaddingLayerTest, TestCPU) {
+ LayerParameter layer_param;
+ layer_param.set_pad(1);
+ Caffe::set_mode(Caffe::CPU);
+ PaddingLayer<TypeParam> layer(layer_param);
+ layer.SetUp(this->blob_bottom_vec_, &(this->blob_top_vec_));
+ layer.Forward(this->blob_bottom_vec_, &(this->blob_top_vec_));
+ EXPECT_EQ(this->blob_top_->num(), 2);
+ EXPECT_EQ(this->blob_top_->channels(), 3);
+ EXPECT_EQ(this->blob_top_->height(), 6);
+ EXPECT_EQ(this->blob_top_->width(), 7);
+ for (int n = 0; n < 2; ++n) {
+ for (int c = 0; c < 3; ++c) {
+ for (int h = 0; h < 4; ++h) {
+ for (int w = 0; w < 5; ++w) {
+ EXPECT_EQ(this->blob_bottom_->data_at(n, c, h, w),
+ this->blob_top_->data_at(n, c, h + 1, w + 1));
+ }
+ }
+ }
+ }
+}
+
+TYPED_TEST(PaddingLayerTest, TestCPUGrad) {
+ LayerParameter layer_param;
+ layer_param.set_pad(1);
+ Caffe::set_mode(Caffe::CPU);
+ PaddingLayer<TypeParam> layer(layer_param);
+ GradientChecker<TypeParam> checker(1e-2, 1e-3);
+ checker.CheckGradientExhaustive(&layer, &(this->blob_bottom_vec_),
+ &(this->blob_top_vec_));
+}
+
+TYPED_TEST(PaddingLayerTest, TestGPU) {
+ if (CAFFE_TEST_CUDA_PROP.major >= 2) {
+ LayerParameter layer_param;
+ layer_param.set_pad(1);
+ Caffe::set_mode(Caffe::GPU);
+ PaddingLayer<TypeParam> layer(layer_param);
+ layer.SetUp(this->blob_bottom_vec_, &(this->blob_top_vec_));
+ layer.Forward(this->blob_bottom_vec_, &(this->blob_top_vec_));
+ EXPECT_EQ(this->blob_top_->num(), 2);
+ EXPECT_EQ(this->blob_top_->channels(), 3);
+ EXPECT_EQ(this->blob_top_->height(), 6);
+ EXPECT_EQ(this->blob_top_->width(), 7);
+ for (int n = 0; n < 2; ++n) {
+ for (int c = 0; c < 3; ++c) {
+ for (int h = 0; h < 4; ++h) {
+ for (int w = 0; w < 5; ++w) {
+ EXPECT_EQ(this->blob_bottom_->data_at(n, c, h, w),
+ this->blob_top_->data_at(n, c, h + 1, w + 1));
+ }
+ }
+ }
+ }
+ } else {
+ LOG(ERROR) << "Skipping test (gpu version too low).";
+ }
+}
+
+TYPED_TEST(PaddingLayerTest, TestGPUGrad) {
+ if (CAFFE_TEST_CUDA_PROP.major >= 2) {
+ LayerParameter layer_param;
+ layer_param.set_pad(1);
+ Caffe::set_mode(Caffe::GPU);
+ PaddingLayer<TypeParam> layer(layer_param);
+ GradientChecker<TypeParam> checker(1e-2, 1e-3);
+ checker.CheckGradientExhaustive(&layer, &(this->blob_bottom_vec_),
+ &(this->blob_top_vec_));
+ } else {
+ LOG(ERROR) << "Skipping test (gpu version too low).";
+ }
+}
+
+} // namespace caffe