[GPU] Reverse kernel shape when autopadding (openvinotoolkit#23033)

### Details: - *Reverse the weight spatial kernel shape when autopadding* ### Tickets: - *130861*
panhaiqi · Mar 28, 2024 · 8913c1f · 8913c1f
1 parent 1904f2c
commit 8913c1f
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Showing 2 changed files with 20 additions and 1 deletion.
diff --git a/src/plugins/intel_gpu/src/graph/impls/ocl/convolution.cpp b/src/plugins/intel_gpu/src/graph/impls/ocl/convolution.cpp
@@ -94,7 +94,7 @@ struct convolution_impl : typed_primitive_impl_ocl<convolution> {
             const auto spatial_rank = input_layout.get_spatial_rank();
 
             ov::PartialShape kernel;
-            for (size_t i = 0; i < spatial_rank; i++) {
+            for (int32_t i = static_cast<int32_t>(spatial_rank) - 1; i >= 0; i--) {
                 kernel.emplace_back(weights_layout.spatial(i));
             }
 

diff --git a/...ntel_gpu/tests/functional/shared_tests_instances/single_layer_tests/group_convolution.cpp b/...ntel_gpu/tests/functional/shared_tests_instances/single_layer_tests/group_convolution.cpp
@@ -94,6 +94,16 @@ const auto groupConv2DParams_AutoPadValid = ::testing::Combine(
         ::testing::ValuesIn(numGroups),
         ::testing::Values(ov::op::PadType::VALID)
 );
+const auto groupConv2DParams_AutoPadSameUpper = ::testing::Combine(
+        ::testing::Values(std::vector<size_t >({1, 5})),
+        ::testing::ValuesIn(strides),
+        ::testing::Values(std::vector<ptrdiff_t>({0, 0})),
+        ::testing::Values(std::vector<ptrdiff_t>({0, 0})),
+        ::testing::ValuesIn(dilations),
+        ::testing::Values(80),
+        ::testing::Values(80),
+        ::testing::Values(ov::op::PadType::SAME_UPPER)
+);
 
 INSTANTIATE_TEST_SUITE_P(smoke_GroupConvolution2D_ExplicitPadding, GroupConvolutionLayerTest,
                         ::testing::Combine(
@@ -113,6 +123,15 @@ INSTANTIATE_TEST_SUITE_P(smoke_GroupConvolution2D_AutoPadValid, GroupConvolution
                                 ::testing::Values(ov::test::utils::DEVICE_GPU)),
                         GroupConvolutionLayerTest::getTestCaseName);
 
+INSTANTIATE_TEST_SUITE_P(smoke_GroupConvolution2D_AutoPadSameUpper, GroupConvolutionLayerTest,
+                        ::testing::Combine(
+                                groupConv2DParams_AutoPadSameUpper,
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::ValuesIn(ov::test::static_shapes_to_test_representation(
+                                        std::vector<std::vector<ov::Shape>>({{{1, 80, 1, 1008}}}))),
+                                ::testing::Values(ov::test::utils::DEVICE_GPU)),
+                        GroupConvolutionLayerTest::getTestCaseName);
+
 /* ============= 3D GroupConvolution ============= */
 const std::vector<std::vector<size_t >> kernels3d = {{3, 3, 3}};
 const std::vector<std::vector<ptrdiff_t>> paddings3d = {{0, 0, 0}};