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| author | Sheri Zhang <sheri.zhang@arm.com> | 2020-02-26 10:30:15 +0000 |
|---|---|---|
| committer | Sheri Zhang <sheri.zhang@arm.com> | 2020-03-12 13:50:31 +0000 |
| commit | a14817a7eee8b8cb7e5ccb6186ca01c23eec2629 (patch) | |
| tree | 791eebc4b5f47ab055e5911a3fa0d2a0dafa7f7a /tests/validation/CL | |
| parent | c7b183ab741650653289f8ce3bdeb4926521fdbd (diff) | |
| download | ComputeLibrary-a14817a7eee8b8cb7e5ccb6186ca01c23eec2629.tar.gz | |
COMPMID-2756: Add support for QASYMM8_SIGNED in CLDeconvolutionLayer
Tests cover for CLGEMMDeconvolution and CLDirectDeconvolution.
Change-Id: I9a26d0adef1d177ffad39a8992a2dc65327f07e5
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2853
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/CL')
| -rw-r--r-- | tests/validation/CL/DeconvolutionLayer.cpp | 74 |
1 files changed, 74 insertions, 0 deletions
diff --git a/tests/validation/CL/DeconvolutionLayer.cpp b/tests/validation/CL/DeconvolutionLayer.cpp index 4e90e68ebd..e7ba930ebe 100644 --- a/tests/validation/CL/DeconvolutionLayer.cpp +++ b/tests/validation/CL/DeconvolutionLayer.cpp @@ -333,6 +333,80 @@ FIXTURE_DATA_TEST_CASE(Run, CLDeconvolutionLayerQuantizedFixture1x1<uint8_t>, fr TEST_SUITE_END() // W1x1 TEST_SUITE_END() // QASYMM8 + +TEST_SUITE(QASYMM8_SIGNED) + +// QASYMM8_SIGNED: zero-point in range [-128, 127] +// QASYMM8 : zero-point in range [0 , 255] + +TEST_SUITE(W4x4) +FIXTURE_DATA_TEST_CASE(Run, CLDeconvolutionLayerQuantizedFixture4x4<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(data4x4, framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + data_layouts_dataset), + framework::dataset::make("InputQuantizationInfo", { QuantizationInfo(1.f / 255.f, 10), QuantizationInfo(2.f / 255.f, 5) })), + framework::dataset::make("OutputQuantizationInfo", { QuantizationInfo(3.f / 255.f, 5), QuantizationInfo(4.f / 255.f, 10) })), + add_bias_dataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8, tolerance_num); +} +TEST_SUITE_END() // W4x4 + +TEST_SUITE(W3x3) +// DirectDeconvolution +FIXTURE_DATA_TEST_CASE(RunSmall, CLDeconvolutionLayerQuantizedFixture3x3<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(data3x3_precommit, + framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + data_layouts_dataset), + framework::dataset::make("InputQuantizationInfo", { QuantizationInfo(1.f / 255.f, 10), QuantizationInfo(2.f / 255.f, 4) })), + framework::dataset::make("OutputQuantizationInfo", { QuantizationInfo(3.f / 255.f, 10), QuantizationInfo(4.f / 255.f, 5) })), + add_bias_dataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8, tolerance_num); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLDeconvolutionLayerQuantizedFixture3x3<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(data3x3, + framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + data_layouts_dataset), + framework::dataset::make("InputQuantizationInfo", { QuantizationInfo(1.f / 255.f, -10), QuantizationInfo(2.f / 255.f, 127) })), + framework::dataset::make("OutputQuantizationInfo", { QuantizationInfo(3.f / 255.f, 64), QuantizationInfo(4.f / 255.f, -128) })), + add_bias_dataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8, tolerance_num); +} +TEST_SUITE_END() // W3x3 + +TEST_SUITE(W2x2) // GEMMDeconvolution +FIXTURE_DATA_TEST_CASE(RunSmall, CLDeconvolutionLayerQuantizedFixture2x2<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(data2x2_precommit, + framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), + data_layouts_dataset), + framework::dataset::make("InputQuantizationInfo", { QuantizationInfo(1.f / 255.f, 127), QuantizationInfo(2.f / 255.f, -128) })), + framework::dataset::make("OutputQuantizationInfo", { QuantizationInfo(3.f / 255.f, -10), QuantizationInfo(4.f / 255.f, 64) })), + add_bias_dataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8, tolerance_num); +} +TEST_SUITE_END() // W2x2 + +TEST_SUITE(W1x1) // DirectDeconvolution and GEMMDeconvolution +FIXTURE_DATA_TEST_CASE(Run, CLDeconvolutionLayerQuantizedFixture1x1<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(data1x1, framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + data_layouts_dataset), + framework::dataset::make("InputQuantizationInfo", { QuantizationInfo(1.f / 255.f, 0), QuantizationInfo(2.f / 255.f, 0) })), + framework::dataset::make("OutputQuantizationInfo", { QuantizationInfo(3.f / 255.f, 0), QuantizationInfo(4.f / 255.f, 0) })), + add_bias_dataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8, tolerance_num); +} +TEST_SUITE_END() // W1x1 + +TEST_SUITE_END() // QASYMM8_SIGNED + TEST_SUITE_END() // Quantized TEST_SUITE_END() // DeconvolutionLayer |