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| author | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-09-08 13:05:51 +0100 |
|---|---|---|
| committer | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-10-01 15:27:01 +0100 |
| commit | b63a31170aee1d28267d83a4bc67b57708fb6b05 (patch) | |
| tree | 16cea0a872939be749b72f45ad125964439bc40e /src/backends/reference/test | |
| parent | eb852bb9e45b1db42a26001ece11ec7cc1f2bbfe (diff) | |
| download | armnn-b63a31170aee1d28267d83a4bc67b57708fb6b05.tar.gz | |
IVGCVSW-6163 Add Conv3d FrontEnd and Ref Implementation
* Added front-end
* Added Reference workload
* Added Serializer & Deserializer support
* Added unit tests
* Added NDHWC DataLayout
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Iec4d39e7433b5334d52fa44cf8efc6bcd39319d8
Diffstat (limited to 'src/backends/reference/test')
| -rw-r--r-- | src/backends/reference/test/RefLayerTests.cpp | 33 |
1 files changed, 33 insertions, 0 deletions
diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp index 4afee79c85..f5d388d007 100644 --- a/src/backends/reference/test/RefLayerTests.cpp +++ b/src/backends/reference/test/RefLayerTests.cpp @@ -208,6 +208,39 @@ ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Stride2x2BFloat16SmallValue, false, DataLayout::NHWC); +// Convolution 3d +ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Float32, SimpleConvolution3d3x3x3Float32Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int8, SimpleConvolution3d3x3x3Int8Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Uint8, SimpleConvolution3d3x3x3Uint8Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int16, SimpleConvolution3d3x3x3Int16Test, false) + +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5Float32, Convolution3d2x2x2Strides3x5x5Float32Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt8, Convolution3d2x2x2Strides3x5x5Int8Test, true) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestUint8, Convolution3d2x2x2Strides3x5x5Uint8Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt16, Convolution3d2x2x2Strides3x5x5Int16Test, true) + +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3Float32, Convolution3dPaddingSame3x3x3Float32Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt8, Convolution3dPaddingSame3x3x3Int8Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestUint8, Convolution3dPaddingSame3x3x3Uint8Test, false) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt16, Convolution3dPaddingSame3x3x3Int16Test, false) + +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2Float32, Convolution3d2x2x2Dilation2x2x2Float32Test, true) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2TestInt8, Convolution3d2x2x2Dilation2x2x2Int8Test, true) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2TestUint8, Convolution3d2x2x2Dilation2x2x2Uint8Test, true) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2TestInt16, Convolution3d2x2x2Dilation2x2x2Int16Test, true) + +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dStrideDilationPadding3x3x3Float32, + Convolution3dStrideDilationPadding3x3x3Float32Test, + true) + +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Stride3x3x3SmallTestFloat32, + Convolution3d2x2x2Stride3x3x3SmallFloat32Test, + false) + +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x3x3TestFloat16, Convolution3d2x3x3Float16Test, true) +ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2SmallTestFloat16, Convolution3d2x2x2SmallFloat16Test, false) + + // Depthwise Convolution ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW) |