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Diffstat (limited to 'src/caffe/test/test_hinge_loss_layer.cpp')
-rw-r--r--src/caffe/test/test_hinge_loss_layer.cpp21
1 files changed, 11 insertions, 10 deletions
diff --git a/src/caffe/test/test_hinge_loss_layer.cpp b/src/caffe/test/test_hinge_loss_layer.cpp
index 8f6f6f78..3c11b9ac 100644
--- a/src/caffe/test/test_hinge_loss_layer.cpp
+++ b/src/caffe/test/test_hinge_loss_layer.cpp
@@ -22,7 +22,8 @@ class HingeLossLayerTest : public MultiDeviceTest<TypeParam> {
protected:
HingeLossLayerTest()
: blob_bottom_data_(new Blob<Dtype>(10, 5, 1, 1)),
- blob_bottom_label_(new Blob<Dtype>(10, 1, 1, 1)) {
+ blob_bottom_label_(new Blob<Dtype>(10, 1, 1, 1)),
+ blob_top_loss_(new Blob<Dtype>()) {
// fill the values
Caffe::set_random_seed(1701);
FillerParameter filler_param;
@@ -34,13 +35,16 @@ class HingeLossLayerTest : public MultiDeviceTest<TypeParam> {
blob_bottom_label_->mutable_cpu_data()[i] = caffe_rng_rand() % 5;
}
blob_bottom_vec_.push_back(blob_bottom_label_);
+ blob_top_vec_.push_back(blob_top_loss_);
}
virtual ~HingeLossLayerTest() {
delete blob_bottom_data_;
delete blob_bottom_label_;
+ delete blob_top_loss_;
}
Blob<Dtype>* const blob_bottom_data_;
Blob<Dtype>* const blob_bottom_label_;
+ Blob<Dtype>* const blob_top_loss_;
vector<Blob<Dtype>*> blob_bottom_vec_;
vector<Blob<Dtype>*> blob_top_vec_;
};
@@ -52,10 +56,9 @@ TYPED_TEST(HingeLossLayerTest, TestGradientL1) {
typedef typename TypeParam::Dtype Dtype;
LayerParameter layer_param;
HingeLossLayer<Dtype> layer(layer_param);
- layer.SetUp(this->blob_bottom_vec_, &this->blob_top_vec_);
- GradientChecker<Dtype> checker(1e-2, 1e-3, 1701, 1, 0.01);
- checker.CheckGradientSingle(&layer, &(this->blob_bottom_vec_),
- &(this->blob_top_vec_), 0, -1, -1);
+ GradientChecker<Dtype> checker(1e-2, 2e-3, 1701, 1, 0.01);
+ checker.CheckGradientExhaustive(&layer, &(this->blob_bottom_vec_),
+ &(this->blob_top_vec_), 0);
}
TYPED_TEST(HingeLossLayerTest, TestGradientL2) {
@@ -65,11 +68,9 @@ TYPED_TEST(HingeLossLayerTest, TestGradientL2) {
HingeLossParameter* hinge_loss_param = layer_param.mutable_hinge_loss_param();
hinge_loss_param->set_norm(HingeLossParameter_Norm_L2);
HingeLossLayer<Dtype> layer(layer_param);
- layer.SetUp(this->blob_bottom_vec_, &this->blob_top_vec_);
- GradientChecker<Dtype> checker(1e-2, 2e-3, 1701);
- checker.CheckGradientSingle(&layer, &(this->blob_bottom_vec_),
- &(this->blob_top_vec_), 0, -1, -1);
+ GradientChecker<Dtype> checker(1e-2, 1e-2, 1701);
+ checker.CheckGradientExhaustive(&layer, &(this->blob_bottom_vec_),
+ &(this->blob_top_vec_), 0);
}
-
} // namespace caffe