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| author | Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> | 2017-11-30 17:17:17 +0000 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:47:40 +0000 |
| commit | b4e3e1c371d8091e86ee1c6e704057559bbe1554 (patch) | |
| tree | d072c9f9d7471e4df9ef5aa6b50cb09c35b0c361 /tests/validation/NEON/FullyConnectedLayer.cpp | |
| parent | c1b6e37233e0ebd21cb44bf8863a09c0ba5feeb1 (diff) | |
| download | ComputeLibrary-b4e3e1c371d8091e86ee1c6e704057559bbe1554.tar.gz | |
COMPMID-617: Add validate support for NEON FullyConnectedLayer
Change-Id: I08987022c8d4cc335c00b8af27bd3edb8fe64d3b
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111596
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Alexander Gilday <alexander.gilday@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation/NEON/FullyConnectedLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/FullyConnectedLayer.cpp | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/tests/validation/NEON/FullyConnectedLayer.cpp b/tests/validation/NEON/FullyConnectedLayer.cpp index fc5342d304..ed0edcd3be 100644 --- a/tests/validation/NEON/FullyConnectedLayer.cpp +++ b/tests/validation/NEON/FullyConnectedLayer.cpp @@ -115,6 +115,52 @@ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(frame validate(dst.info()->valid_region(), dst_valid_region); } +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32), // Mismatching data types + TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::QS8, 2), // Mismatching fixed point position + TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32), // Invalid weights dimensions + TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32), // Wrongly reshaped weights + TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32), + }), + framework::dataset::make("WeightsInfo",{ TensorInfo(TensorShape(315U, 271U), 1, DataType::F16), + TensorInfo(TensorShape(315U, 271U), 1, DataType::QS8, 3), + TensorInfo(TensorShape(192U, 192U), 1, DataType::F32), + TensorInfo(TensorShape(192U, 192U), 1, DataType::F32), + TensorInfo(TensorShape(217U, 315U), 1, DataType::F32), + TensorInfo(TensorShape(217U, 315U), 1, DataType::F32), + TensorInfo(TensorShape(192U, 192U), 1, DataType::F32), + })), + framework::dataset::make("BiasInfo",{ TensorInfo(TensorShape(271U), 1, DataType::F32), + TensorInfo(TensorShape(271U), 1, DataType::QS8, 2), + TensorInfo(TensorShape(192U), 1, DataType::F32), + TensorInfo(TensorShape(192U), 1, DataType::F32), + TensorInfo(TensorShape(271U), 1, DataType::F32), + TensorInfo(TensorShape(271U), 1, DataType::F32), + TensorInfo(TensorShape(192U), 1, DataType::F32), + })), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(271U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(271U, 3U), 1, DataType::QS8, 3), + TensorInfo(TensorShape(192U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(192U, 4U), 1, DataType::F32), + TensorInfo(TensorShape(271U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(271U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(192U, 4U), 1, DataType::F32), + })), + framework::dataset::make("TransposeWeights",{ true, true, true, false, true, true, true })), + framework::dataset::make("ReshapedWeights",{ false, false, false, false, false, false , false})), + framework::dataset::make("Expected", { false, false, true, true, false, false, true })), + input_info, weights_info, bias_info, output_info, transpose_weights, reshaped_weights, expected) +{ + Status status = NEFullyConnectedLayer::validate(&input_info.clone()->set_is_resizable(false), &weights_info.clone()->set_is_resizable(false), &bias_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), transpose_weights, reshaped_weights); + ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + template <typename T> using NEFullyConnectedLayerFixture = FullyConnectedLayerValidationFixture<Tensor, Accessor, NEFullyConnectedLayer, T, true>; |