diff options
Diffstat (limited to 'tests/validation/CL/DepthwiseConvolutionLayerNative.cpp')
-rw-r--r-- | tests/validation/CL/DepthwiseConvolutionLayerNative.cpp | 123 |
1 files changed, 118 insertions, 5 deletions
diff --git a/tests/validation/CL/DepthwiseConvolutionLayerNative.cpp b/tests/validation/CL/DepthwiseConvolutionLayerNative.cpp index f565255719..45047cab44 100644 --- a/tests/validation/CL/DepthwiseConvolutionLayerNative.cpp +++ b/tests/validation/CL/DepthwiseConvolutionLayerNative.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2019-2021 Arm Limited. + * Copyright (c) 2019-2022 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -242,6 +242,7 @@ FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<fl framework::ARM_COMPUTE_PRINT_INFO(); } } + TEST_SUITE_END() // ExportWeightsToCLImage TEST_SUITE_END() // FP32 @@ -287,6 +288,7 @@ FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<ha // Validate output validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16); } + TEST_SUITE(ExportWeightsToCLImage) FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( @@ -347,6 +349,7 @@ FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<ha framework::ARM_COMPUTE_PRINT_INFO(); } } + TEST_SUITE_END() // ExportWeightsToCLImage TEST_SUITE_END() // FP16 TEST_SUITE_END() // Float @@ -355,7 +358,7 @@ TEST_SUITE(Float) TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( - width_values_precommit, + framework::dataset::make("width", { 33U } ), height_values_precommit), channel_values_precommit), batch_values_precommit), @@ -376,7 +379,7 @@ FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<fl FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( - width_values_nightly, + framework::dataset::make("width", { 53U } ), height_values_nightly), channel_values_nightly), batch_values_nightly), @@ -394,12 +397,67 @@ FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<fl // Validate output validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); } + +TEST_SUITE(DepthMultiplierMultipleOfOutputChannels) +FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<float>, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( + framework::dataset::make("width", { 33U } ), + height_values_precommit), + channel_values_precommit), + batch_values_precommit), + kernel_sz_values_precommit), + framework::dataset::make("depth_multiplier", 2)), + dilation_values), + stride_values), + padding_valid_values), + framework::dataset::make("DataType", DataType::F32)), + data_layout_values), + act_values), + framework::dataset::make("N0", {2})), + framework::dataset::make("ExportToCLImage", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); +} + +TEST_SUITE(ExportWeightsToCLImage) +FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<float>, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( + framework::dataset::make("width", { 33U } ), + height_values_precommit), + channel_values_precommit), + batch_values_precommit), + kernel_sz_values_precommit), + framework::dataset::make("depth_multiplier", 4)), + dilation_values), + stride_values), + padding_valid_values), + framework::dataset::make("DataType", DataType::F32)), + data_layout_values), + act_values), + framework::dataset::make("N0", {4})), + framework::dataset::make("ExportToCLImage", true))) +{ + // Validate output + if(_validate_output) + { + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); + } + else + { + ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped"); + framework::ARM_COMPUTE_PRINT_INFO(); + } +} +TEST_SUITE_END() // ExportWeightsToCLImage +TEST_SUITE_END() // DepthMultiplierMultipleOfOutputChannels TEST_SUITE_END() // FP32 TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( - width_values_precommit, + framework::dataset::make("width", { 33U } ), height_values_precommit), channel_values_precommit), batch_values_precommit), @@ -420,7 +478,7 @@ FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<ha FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( - width_values_nightly, + framework::dataset::make("width", { 53U } ), height_values_nightly), channel_values_nightly), batch_values_nightly), @@ -438,6 +496,61 @@ FIXTURE_DATA_TEST_CASE_NEW(RunLarge, CLDepthwiseConvolutionLayerNativeFixture<ha // Validate output validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16); } + +TEST_SUITE(DepthMultiplierMultipleOfOutputChannels) +FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<half>, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( + framework::dataset::make("width", { 33U } ), + height_values_precommit), + channel_values_precommit), + batch_values_precommit), + kernel_sz_values_precommit), + framework::dataset::make("depth_multiplier", 2)), + dilation_values), + stride_values), + padding_valid_values), + framework::dataset::make("DataType", DataType::F16)), + data_layout_values), + act_values), + framework::dataset::make("N0", {2})), + framework::dataset::make("ExportToCLImage", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16); +} + +TEST_SUITE(ExportWeightsToCLImage) +FIXTURE_DATA_TEST_CASE_NEW(RunSmall, CLDepthwiseConvolutionLayerNativeFixture<half>, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( + framework::dataset::make("width", { 33U } ), + height_values_precommit), + channel_values_precommit), + batch_values_precommit), + kernel_sz_values_precommit), + framework::dataset::make("depth_multiplier", 4)), + dilation_values), + stride_values), + padding_valid_values), + framework::dataset::make("DataType", DataType::F16)), + data_layout_values), + act_values), + framework::dataset::make("N0", {4})), + framework::dataset::make("ExportToCLImage", true))) +{ + // Validate output + if(_validate_output) + { + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16); + } + else + { + ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped"); + framework::ARM_COMPUTE_PRINT_INFO(); + } +} +TEST_SUITE_END() // ExportWeightsToCLImage +TEST_SUITE_END() // DepthMultiplierMultipleOfOutputChannels TEST_SUITE_END() // FP16 TEST_SUITE_END() // Float TEST_SUITE_END() // DepthMultiplier |