From 14c4e0f1c3e3bfebb33eb1ceb8156b3a090f4d11 Mon Sep 17 00:00:00 2001 From: giuros01 Date: Tue, 26 Mar 2019 17:44:40 +0000 Subject: COMPMID-1961: Implement FFT (1D) on NEON Change-Id: I0bea3bfbc3b0cd9e8c9a0e0f6f430640573f08d1 Signed-off-by: giuros01 Reviewed-on: https://review.mlplatform.org/c/996 Tested-by: Arm Jenkins Comments-Addressed: Arm Jenkins Reviewed-by: Georgios Pinitas --- tests/validation/NEON/FFT.cpp | 135 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 135 insertions(+) create mode 100644 tests/validation/NEON/FFT.cpp (limited to 'tests') diff --git a/tests/validation/NEON/FFT.cpp b/tests/validation/NEON/FFT.cpp new file mode 100644 index 0000000000..14fb7e2518 --- /dev/null +++ b/tests/validation/NEON/FFT.cpp @@ -0,0 +1,135 @@ +/* + * Copyright (c) 2019 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEFFT1D.h" +#include "arm_compute/runtime/Tensor.h" +#include "tests/NEON/Accessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/FFTFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); +const auto shapes_1d = framework::dataset::make("TensorShape", { TensorShape(2U, 2U, 3U), TensorShape(3U, 2U, 3U), + TensorShape(4U, 2U, 3U), TensorShape(5U, 2U, 3U), + TensorShape(7U, 2U, 3U), TensorShape(8U, 2U, 3U), + TensorShape(9U, 2U, 3U), TensorShape(25U, 2U, 3U), + TensorShape(49U, 2U, 3U), TensorShape(64U, 2U, 3U), + TensorShape(16U, 2U, 3U), TensorShape(32U, 2U, 3U), + TensorShape(96U, 2U, 2U) + }); + +const auto ActivationFunctionsSmallDataset = framework::dataset::make("ActivationInfo", +{ + ActivationLayerInfo(), + ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, 0.5f) +}); + +RelativeTolerance tolerance_f32(0.1f); /**< Relative tolerance value for FP32 */ +constexpr float tolerance_num = 0.07f; /**< Tolerance number */ + +} // namespace +TEST_SUITE(NEON) +TEST_SUITE(FFT1D) + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(shapes_1d, data_types), + shape, data_type) +{ + // Create tensors + Tensor src = create_tensor(shape, data_type, 2); + Tensor dst = create_tensor(shape, data_type, 2); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function + NEFFT1D fft1d; + fft1d.configure(&src, &dst, FFT1DInfo()); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(src.info()->valid_region(), valid_region); + validate(dst.info()->valid_region(), valid_region); + + // Validate padding + validate(src.info()->padding(), PaddingSize()); + validate(dst.info()->padding(), PaddingSize()); +} + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 2, DataType::F32), // Mismatching data types + TensorInfo(TensorShape(32U, 13U, 2U), 2, DataType::F32), // Mismatching shapes + TensorInfo(TensorShape(32U, 13U, 2U), 3, DataType::F32), // Invalid channels + TensorInfo(TensorShape(32U, 13U, 2U), 2, DataType::F32), // Unsupported axis + TensorInfo(TensorShape(11U, 13U, 2U), 2, DataType::F32), // Undecomposable FFT + TensorInfo(TensorShape(25U, 13U, 2U), 2, DataType::F32), + }), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 2, DataType::F16), + TensorInfo(TensorShape(16U, 13U, 2U), 2, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 2, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 2, DataType::F32), + TensorInfo(TensorShape(11U, 13U, 2U), 2, DataType::F32), + TensorInfo(TensorShape(25U, 13U, 2U), 2, DataType::F32), + })), + framework::dataset::make("Axis", { 0, 0, 0, 2, 0, 0 })), + framework::dataset::make("Expected", { false, false, false, false, false, true })), + input_info, output_info, axis, expected) +{ + FFT1DInfo desc; + desc.axis = axis; + const Status s = NEFFT1D::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), desc); + ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template +using NEFFT1DFixture = FFTValidationFixture; + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFFT1DFixture, framework::DatasetMode::ALL, combine(shapes_1d, framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_f32, tolerance_num); +} +TEST_SUITE_END() // FP32 +TEST_SUITE_END() // Float + +TEST_SUITE_END() // FFT1D +TEST_SUITE_END() // NEON +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1