From 73db43c48ab39ab07005a2ff14b46c8f5c649d95 Mon Sep 17 00:00:00 2001
From: Evan Shelhamer <shelhamer@imaginarynumber.net>
Date: Mon, 17 Mar 2014 21:16:19 -0700
Subject: [PATCH] bring back padding test and lint it

---
 src/caffe/test/test_padding_layer.cpp | 117 ++++++++++++++++++++++++++++++++++
 1 file changed, 117 insertions(+)
 create mode 100644 src/caffe/test/test_padding_layer.cpp

diff --git a/src/caffe/test/test_padding_layer.cpp b/src/caffe/test/test_padding_layer.cpp
new file mode 100644
index 0000000..ad1f6bf
--- /dev/null
+++ b/src/caffe/test/test_padding_layer.cpp
@@ -0,0 +1,117 @@
+// 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
-- 
2.7.4