a429044038
* Migrate signals to template plugin test * Use AutobroadcastType::NONE instead of AutobroadcastSpec::NONE * Remove unused variable * Fix cpplint error * Remove unused variable
1402 lines
120 KiB
C++
1402 lines
120 KiB
C++
// Copyright (C) 2018-2021 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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#include <gtest/gtest.h>
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#include "base_reference_test.hpp"
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#include "openvino/op/constant.hpp"
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#include "openvino/op/idft.hpp"
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using namespace reference_tests;
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using namespace ov;
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namespace {
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struct IDFTParams {
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template <class T>
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IDFTParams(const Shape& input_shape,
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const Shape& expected_shape,
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const element::Type_t& input_type,
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const element::Type_t& expected_type,
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const std::vector<T>& input_value,
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const std::vector<T>& expected_value,
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const std::shared_ptr<op::v0::Constant>& axes,
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const std::shared_ptr<op::v0::Constant>& signal) {
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m_input_shape = input_shape;
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m_expected_shape = expected_shape;
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m_input_type = input_type;
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m_expected_type = expected_type;
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m_input_value = CreateTensor(input_type, input_value);
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m_expected_value = CreateTensor(expected_type, expected_value);
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m_axes = axes;
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m_signal = signal;
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}
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Shape m_input_shape;
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Shape m_expected_shape;
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element::Type_t m_input_type;
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element::Type_t m_expected_type;
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runtime::Tensor m_input_value;
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runtime::Tensor m_expected_value;
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std::shared_ptr<op::v0::Constant> m_axes;
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std::shared_ptr<op::v0::Constant> m_signal;
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};
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class ReferenceIDFTLayerTest : public testing::TestWithParam<IDFTParams>, public CommonReferenceTest {
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public:
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void SetUp() override {
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auto params = GetParam();
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if (params.m_signal != NULL) {
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function = CreateFunctionWithSignal(params);
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} else {
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function = CreateFunction(params);
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}
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inputData = {params.m_input_value};
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refOutData = {params.m_expected_value};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<IDFTParams>& obj) {
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const auto param = obj.param;
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std::ostringstream result;
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result << "input_shape1=" << param.m_input_shape << "; ";
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result << "output_shape=" << param.m_expected_shape << "; ";
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result << "input_type1=" << param.m_input_type << "; ";
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result << "output_type=" << param.m_expected_type << "; ";
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result << "transpose1=" << param.m_axes;
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return result.str();
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}
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private:
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static std::shared_ptr<Function> CreateFunction(IDFTParams& p) {
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auto in = std::make_shared<op::v0::Parameter>(p.m_input_type, p.m_input_shape);
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auto idft = std::make_shared<op::v7::IDFT>(in, p.m_axes);
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return std::make_shared<ov::Function>(idft, ParameterVector{in});
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}
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static std::shared_ptr<Function> CreateFunctionWithSignal(IDFTParams& p) {
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auto in = std::make_shared<op::v0::Parameter>(p.m_input_type, p.m_input_shape);
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auto idft = std::make_shared<op::v7::IDFT>(in, p.m_axes, p.m_signal);
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return std::make_shared<ov::Function>(idft, ParameterVector{in});
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}
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};
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TEST_P(ReferenceIDFTLayerTest, CompareWithHardcodedRefs) {
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Exec();
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}
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static const std::vector<float> expected_result = {
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0.85943836, 0.009941814, 0.004292889, 0.54598427, 0.8270831, 0.49770153, 0.9035636, 0.19274887,
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0.8589833, 0.88759327, 0.72343576, 0.057539318, 0.915801, 0.63455844, 0.25069925, 0.045601673,
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0.29793364, 0.8492151, 0.6885839, 0.57419384, 0.009737609, 0.68192583, 0.7614807, 0.37603703,
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0.51804876, 0.033039097, 0.63702065, 0.78960556, 0.5007368, 0.7248742, 0.2040932, 0.1211606,
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0.76035476, 0.44004318, 0.95635134, 0.82913375, 0.225465, 0.009166263, 0.05445403, 0.5885675,
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0.87822133, 0.14324947, 0.68606305, 0.3274419, 0.9169595, 0.732179, 0.04614906, 0.03505424,
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0.84526163, 0.9972937, 0.89781004, 0.9987864, 0.24641308, 0.34678686, 0.22731997, 0.95805293,
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0.595993, 0.8537836, 0.9174756, 0.17441267, 0.86681056, 0.15913424, 0.6638066, 0.522398,
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0.51548326, 0.024979044, 0.1731268, 0.068090245, 0.6125645, 0.4865482, 0.2873719, 0.35936728,
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0.64452374, 0.27963468, 0.59981745, 0.6309508, 0.507604, 0.23389837, 0.77500635, 0.4462004,
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0.53165394, 0.6535075, 0.4306448, 0.21468966, 0.6925882, 0.11183031, 0.25347117, 0.2209481,
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0.8060583, 0.34712377, 0.78980505, 0.16110454, 0.6376819, 0.78736854, 0.909368, 0.6915289,
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0.24747796, 0.32442623, 0.22714981, 0.23976989, 0.25199527, 0.28412706, 0.32461873, 0.51917267,
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0.8394496, 0.6324911, 0.28498915, 0.8887276, 0.90213394, 0.16050571, 0.32190812, 0.67677563,
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0.8594967, 0.28917953, 0.1931407, 0.8282108, 0.14881423, 0.18073067, 0.8490643, 0.2356146,
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0.86200285, 0.57409924, 0.94718546, 0.092213534, 0.34502912, 0.4719212, 0.60031396, 0.22602181,
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0.3067876, 0.49529344, 0.11133887, 0.47633907, 0.13236542, 0.69677263, 0.8490109, 0.6685073,
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0.24199674, 0.7983137, 0.37593383, 0.74520975, 0.16743147, 0.84144354, 0.93073046, 0.55940866,
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0.67484015, 0.077098235, 0.69045097, 0.06949082, 0.6804774, 0.79804176, 0.49027568, 0.8843709,
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0.5665486, 0.91798306, 0.47884017, 0.94707423, 0.98279756, 0.62054926, 0.8134105, 0.01336217,
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0.78324115, 0.9938295, 0.99227554, 0.66681916, 0.38842493, 0.3835454, 0.120395586, 0.5478275,
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0.13309076, 0.9468553, 0.24595714, 0.0057277656, 0.14570542, 0.31220108, 0.41687667, 0.679465,
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0.5731583, 0.7383743, 0.013198466, 0.34619793, 0.9278514, 0.48510832, 0.46039802, 0.8171329,
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0.5041023, 0.37600085, 0.124404594, 0.4201713, 0.7470036, 0.7340853, 0.8449047, 0.137517,
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0.14771219, 0.99655616, 0.2178388, 0.4121613, 0.8655656, 0.32849622, 0.7574791, 0.95230037,
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0.5806251, 0.9598742, 0.7183528, 0.042957753, 0.2926446, 0.5882527, 0.05208914, 0.3216481,
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0.5205192, 0.5095992, 0.011508227, 0.5209922, 0.78207654, 0.34570032, 0.7968098, 0.4619513,
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0.0047925604, 0.029039407, 0.7673424, 0.571703, 0.44400942, 0.82529145, 0.29335254, 0.34418115,
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0.48119327, 0.38321403, 0.31083322, 0.7179562, 0.41055596, 0.06207573, 0.8747831, 0.6018095,
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0.4483476, 0.16189687, 0.8611539, 0.79723805, 0.42178747, 0.95597315, 0.5534858, 0.33466807,
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0.36827618, 0.60728735, 0.6582703, 0.6790265, 0.870856, 0.8868432, 0.43860948, 0.32468447,
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0.77624434, 0.3403061, 0.14144918, 0.23022941, 0.07176102, 0.06941459, 0.37346482, 0.9120822,
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0.65890974, 0.77746564, 0.4515671, 0.45455948, 0.15909587, 0.8017096, 0.6259673, 0.6117355,
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0.77020043, 0.08495594, 0.30376136, 0.55266386, 0.8497134, 0.91790336, 0.86088765, 0.88179666,
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0.9009849, 0.97200614, 0.94119, 0.77911216, 0.8057816, 0.14040896, 0.66522235, 0.6649202,
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0.048396785, 0.75035393, 0.4520953, 0.9877601, 0.46115568, 0.2167145, 0.9271302, 0.39395386,
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0.68578094, 0.576275, 0.20754486, 0.5408786, 0.46040633, 0.18199016, 0.66303253, 0.6288556,
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0.14313427, 0.91675115, 0.36198065, 0.51337945, 0.84241706, 0.22333568, 0.38011634, 0.024615016,
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0.19370414, 0.23593484, 0.32207185, 0.47971123, 0.6202779, 0.6944977, 0.43612957, 0.07961436,
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0.57468814, 0.100025274, 0.42476946, 0.95338464, 0.666547, 0.8683905, 0.52689695, 0.6284723,
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0.85813546, 0.4865953, 0.8269112, 0.08833949, 0.69269264, 0.41784903, 0.5969149, 0.07599888,
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0.14184453, 0.49042618, 0.44027725, 0.6256328, 0.2716237, 0.0999099, 0.09831784, 0.92469853,
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0.24196884, 0.9073526, 0.7523511, 0.7761173, 0.28489882, 0.96349007, 0.5884645, 0.74933976,
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0.06400105, 0.4376275, 0.34752035, 0.6006149, 0.034923803, 0.066874385, 0.9790322, 0.5558188,
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0.97579825, 0.025802653, 0.537738, 0.24921915, 0.111012295, 0.85987717, 0.781183, 0.69588315,
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0.94621634, 0.74946797, 0.6949375, 0.009165181, 0.91075164, 0.72913235, 0.25934777, 0.19463088,
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0.5283304, 0.9241759, 0.0563183, 0.74323857, 0.43722472, 0.2958358, 0.85980684, 0.029655656,
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0.362904, 0.19682994, 0.37778872, 0.09406928, 0.23010127, 0.44393733, 0.420214, 0.39723217,
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0.13777487, 0.06385251, 0.9535715, 0.89861375, 0.2463547, 0.673834, 0.8008994, 0.0861585,
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0.6613363, 0.79498637, 0.79322547, 0.083214305, 0.577025, 0.58655965, 0.119723536, 0.0012204717};
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static const std::vector<float> idft1d_input_data = {
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6.329814, 4.2950764, -0.8105316, -0.7187835, -0.059136264, 0.2709784, 0.82793635, 0.57937646,
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0.5997731, -1.3291739, 1.188664, 1.462941, -0.01811248, -1.8314927, 0.16004556, -2.219835,
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1.0620322, -1.0679832, -0.68610185, 0.658314, 4.627743, 4.5935497, -0.78950775, -0.32600924,
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-1.4706655, -1.1615934, 0.708719, 1.4568751, -1.0970218, -0.39268675, -0.5990571, -0.81545514,
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-0.39174145, -0.420258, 0.55279106, 2.339339, -0.59915966, 1.3964193, -0.8447231, 0.14907542,
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6.2576666, 5.5670385, 0.25636938, -1.7026355, 1.161571, 0.12042561, 0.19768336, -1.3421875,
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-0.90698814, 1.4111948, 0.70803046, 0.5795436, 1.2021728, -0.5199567, -2.558736, -0.80762154,
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1.1657354, -0.8685272, 1.2987087, -1.0047817, 5.6461143, 3.2111988, 0.2361581, 0.3099669,
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0.6179653, 0.099535145, 1.0438079, -0.016701937, -0.88529384, -0.12907594, 0.64785606, -0.8428119,
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-0.058392793, -1.0488291, -0.4019828, 0.20333555, 0.45051938, 0.45967662, 1.3713523, -0.6549525,
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5.5258985, 3.7522945, -1.8860855, -0.2230255, 0.8160669, -0.46607828, 0.123957604, 0.61024696,
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0.26978388, 0.9723815, 0.3050212, 0.69621503, 0.27244493, -1.0805726, 0.20593566, 1.5653824,
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-0.27690098, 0.8950307, -0.039584313, -0.18680441, 4.975611, 4.6955333, 0.19031112, -0.8860659,
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0.91665065, -0.5264673, -0.4547393, 1.1623507, -1.4774656, 1.671129, 1.028168, -1.6014669,
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-1.2178835, -0.13447604, -0.14712845, -0.6739672, -0.3273949, -0.9012072, -0.9661755, 0.03590688,
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4.771964, 5.244689, -0.03415192, -0.37281254, -0.49070793, -0.65789306, 0.8143984, -0.8913989,
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-0.19890547, 0.17876014, -0.9956009, 0.82810897, 0.55270624, -0.023768127, 1.5358362, 0.6981953,
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0.23165298, 0.51040155, 2.4328363, 0.2267083, 6.4758024, 5.72882, -0.8707881, -1.110683,
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0.12478554, 1.3484334, 0.3689712, 0.29180524, -0.8149491, -0.0922713, -0.33161288, 0.78140867,
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-0.9623072, 0.8999919, -2.1120539, 0.84492886, -1.5347936, 0.7440938, 1.3312622, -1.0220959,
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3.8123238, 5.62084, 1.3551373, 0.6460793, -0.21639234, -1.2077228, 1.1639122, -0.05263084,
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0.48105645, -0.5892652, 0.2349168, 1.128768, 0.42568994, 0.36398163, -1.2250046, 2.3513904,
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0.64331245, 0.8099514, 1.1574583, 0.8668997, 5.59726, 5.659527, 0.48095328, 0.59446967,
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1.1849049, 1.4709316, -1.2589264, -0.11577609, 0.6299068, -1.4621243, 0.7872094, 0.18096408,
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0.5553762, -2.0060503, -0.4373122, 0.9938256, 0.89633095, -0.5491595, 0.8428093, 0.084472984,
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4.52676, 4.351716, 0.73079205, 0.8098516, 0.27877963, -0.0073297992, 0.36545974, 0.6745955,
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-2.3818088, 1.5816333, -0.16544427, 0.51321346, -0.23699868, -0.13254744, 1.551896, 0.62098134,
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0.7739359, 1.6108581, 0.36288044, -0.42423314, 5.0995026, 5.1843014, -1.1968713, 1.1790991,
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-0.018864498, -0.7500831, 0.0879575, 0.22010106, 1.1136081, 2.2893274, -0.6877146, -0.40740123,
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0.046427906, 0.8681825, -0.50678635, 0.23051873, 0.35328788, -0.45622703, 0.1495475, -0.104907334,
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4.8094087, 5.2818966, 0.49697292, 0.29568392, -0.4144543, -0.64546454, 0.31737912, -0.8962374,
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-1.0404948, 0.91764164, 0.6826862, 0.08073502, 0.33942595, 0.053232975, -1.1867946, 0.51120156,
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-1.1452568, -1.4197243, 0.82389224, 1.8939058, 6.882805, 6.4072084, -1.3024135, -0.22483894,
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-0.22082287, 1.0370905, -0.7639439, 0.6950346, -0.731326, 0.16821115, 0.0887468, -0.5732441,
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-0.40715322, -0.96244293, -0.89126545, 1.3140129, -0.42358512, 1.7674587, -0.6400819, -1.6113993,
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4.4106574, 5.706909, -1.1110737, 0.10560027, -1.1108764, 0.34190884, 2.1167603, -0.067495525,
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-0.16237324, 0.2604496, -0.8129095, -0.42274237, -1.1412699, -0.0011268258, -0.63462454, -0.15172139,
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-0.7164279, 0.14801888, -0.3538928, 1.583736, 4.9876184, 4.2879796, -0.8491325, 0.5345522,
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-0.60507995, -0.9020085, 1.0447598, 0.21135187, -0.4787205, -0.3230412, 0.8076494, -0.04361339,
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0.62797767, 0.15487206, -0.23772183, 0.69546384, 1.8609382, -1.7030516, 1.2658813, -0.6791475,
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4.921037, 4.8929176, -0.0124401, -0.6873918, -0.21879943, -0.48610657, 0.36776963, 0.12423802,
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-0.7854952, 0.48838156, -0.5085067, -0.08865434, 1.1653454, 0.81965554, -0.6399579, -1.0967884,
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1.4099771, -0.15370974, 2.8824244, 1.0534087, 4.7045717, 5.2045445, -0.6350576, 2.5321684,
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0.6987691, -0.53839976, -0.09889791, 0.5662097, 0.4088725, 0.635128, -1.763303, -0.49720347,
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-1.0772469, 1.2422445, -0.3619956, -1.311133, 1.5846866, 1.0530244, -0.61141044, 0.74831486,
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5.433625, 3.9661994, 2.006918, -0.8703619, -0.7658511, 0.0811044, 0.83877516, -0.63553256,
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-0.67563355, 1.7368636, 0.9372277, 1.8246815, 0.8615329, -0.18161502, 0.62479717, 0.2028623,
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0.159001, 1.860977, 0.04177074, -0.49050322, 4.9402246, 4.0296063, -0.74729615, -0.27802998,
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-0.8077982, -0.5414143, 0.467114, 0.9016136, 2.1971147, -1.466963, -1.2350414, 1.0967304,
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-0.95607626, 0.51462483, 0.28838068, 1.0117096, -0.21846394, 0.114624545, -1.627146, -0.9431294};
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static const std::vector<float> idft2d_input_data = {
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54.020195, 48.368538, -1.8721353, -3.7894967, 2.5850394, -0.7094516, 3.5357249, 1.6819549,
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-3.4001002, 0.23887074, 2.9735894, 2.3982158, 0.3599546, -5.801426, -4.427606, 5.2949734,
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1.7113355, 1.428697, 5.8978443, -0.8472582, -3.288164, -0.099487126, -0.33851182, 2.614974,
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-2.766882, 0.18681616, 0.34976268, -0.2601711, 4.998401, -2.9831958, -1.6652081, 0.53361464,
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-0.9001389, -3.6454318, -3.7148805, -0.68562484, 2.0633714, -2.2154818, -3.3697965, 3.5273929,
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1.5474558, -1.6305131, -5.3327236, 0.54002213, -1.6671672, 2.4493377, -2.2604918, 1.4117424,
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2.1797671, 2.5013056, 0.8525213, 1.6570821, 1.717532, -2.101283, 4.6570606, -3.6786642,
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0.8912736, -0.4010569, -5.9480867, 1.441097, 2.1150498, -1.4524796, -3.5035098, 3.0815587,
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-3.3185432, 4.7882123, 5.64722, -1.1192517, 1.8302126, -2.5760055, -0.41363025, 3.2350469,
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1.4296081, 0.8722873, 6.1752787, -1.7328868, 2.312786, 4.4069357, 1.7721124, 3.3802934,
|
|
-0.53283703, 3.7646027, 4.440572, -4.353462, -2.7639425, 3.6855025, 1.8912748, -2.5849285,
|
|
-2.9895856, 1.1341677, 1.4818796, 0.7482485, -1.3077981, 1.0669674, -0.76039124, -10.8791685,
|
|
2.998129, -4.2489543, 0.41752052, -0.45298803, -0.62486386, 0.5913104, -0.36638862, -0.9528576,
|
|
-0.16223967, -3.171127, 2.7200532, -3.8751457, 3.8895426, 1.0489256, -0.091531515, 6.992935,
|
|
4.5098467, -0.38218838, 0.6637606, -2.1199496, 3.9403267, -0.870952, 2.4287906, 1.9679271,
|
|
3.652341, -4.4909067, -1.4710087, 0.5256169, 5.4580984, -2.6554706, -0.058261395, 3.6613276,
|
|
0.5612789, 1.0594783, 4.5429516, -1.447232, -2.388829, 0.52541757, -6.1111097, -2.3621864,
|
|
-1.4885365, -2.6265867, -4.4030347, 0.27728367, 3.9584684, -3.7618577, -3.128574, -2.8671994,
|
|
1.4171265, 0.02298975, -2.0790722, 1.6526843, 0.59488124, -3.2548752, -0.82249254, 1.3645289,
|
|
-2.9066925, -3.4377484, -2.501403, -2.821631, -4.427053, -2.3529994, 0.6670886, -4.7455816,
|
|
-2.160026, -1.0587022, 1.1341916, -0.9469211, 0.67554307, -4.0473633, -1.2422556, 4.538533,
|
|
-0.739814, -3.22405, 1.2332113, -4.0489397, -4.560828, -3.5195189, 6.7066355, -2.8439593,
|
|
-0.43901098, -3.9980454, -4.2256207, 3.0529652, 4.6105156, 2.720234, 2.3327744, -1.0400636,
|
|
-0.048398018, 2.1603358, -0.22459112, 0.6870126, -0.926849, -7.2363615, 3.7953386, 3.195907,
|
|
3.8662248, -1.8919971, 0.91311014, -0.36923724, 3.0576966, 0.19861764, -0.09782998, -1.0179963,
|
|
50.71621, 49.313248, -2.6195984, 3.396334, -3.1849973, -2.4107025, 4.7431326, 1.7938776,
|
|
-2.5362587, 6.287631, -2.656609, 1.4825039, -0.77803206, 2.3750808, -1.9940716, 2.0271082,
|
|
3.6380908, 2.822246, 2.2938647, 1.0260472, 3.248794, -3.05949, 2.0979533, 3.565119,
|
|
1.9497933, 0.2390036, -2.255065, 0.7849397, 1.9622431, 4.2382064, -3.2529292, 0.78572094,
|
|
-2.9386084, 0.66875017, 5.743927, 4.850876, -4.8014383, 6.371132, -2.6618924, -1.8847032,
|
|
-1.7702236, -1.1031301, 1.4129921, -0.080709964, -2.7634878, -3.6456683, 1.4174454, 3.4085226,
|
|
3.10102, 0.114031196, -2.4092412, 0.27725983, 2.8974152, -1.866328, -0.68216217, 2.249536,
|
|
-0.42875588, -5.8182187, 5.347006, -6.2936745, 0.8000201, 3.651592, 1.3155181, 2.3413098,
|
|
2.1600244, 1.8733575, -2.4694557, 0.39358342, 2.020084, -0.062472403, -4.131041, -1.5137839,
|
|
-2.0354557, 1.1957052, -0.6644075, -2.0442688, 2.0753646, 4.874056, -0.090800405, 1.3911223,
|
|
0.68129027, -4.0028048, -0.8021738, 0.43866205, 2.7812133, 0.4525791, -0.87565154, 1.2364697,
|
|
-2.725146, 2.7965212, 4.148448, -1.9204504, -0.61004305, -4.790703, 3.1498234, 0.79403657,
|
|
5.305445, 0.2803253, -3.67164, -4.3974924, -2.5132315, -0.9139994, 6.841936, -4.089568,
|
|
-1.2774054, 0.9789283, 3.269153, -3.3947415, -7.5553513, 3.682307, 2.9227152, 2.3319635,
|
|
2.754105, -1.2598821, 1.4247041, -1.8540356, -2.675635, 1.2705915, 5.2202816, 6.206577,
|
|
0.4957786, 2.1150033, 5.8791704, 2.8043785, -0.37886655, 0.011162788, -1.0408137, -1.5385519,
|
|
-8.079001, -0.68451786, 2.3513699, 3.0877895, 2.6497078, 1.3670976, 0.77233493, 2.2921152,
|
|
-1.2679763, 2.113087, 4.990262, -0.046566606, 0.015865922, 1.1569002, -4.8347507, 1.9560149,
|
|
1.979923, 2.34512, -0.9634773, 4.3939066, -6.2031984, 0.8311275, -2.7740612, -2.9296994,
|
|
-3.4624243, -1.4588313, 2.4724, -0.79477566, -0.4295609, 5.8110385, -2.6649034, -2.270977,
|
|
-2.5511568, -3.1238616, -4.46209, 0.16335368, 1.9146351, 1.0459399, 2.8069792, -0.4705832,
|
|
-4.0632596, -2.220704, 1.7770543, -0.5791014, -2.2041528, 3.026476, 5.324942, -0.7805673,
|
|
5.9275556, 0.14159381, -0.81569004, 4.1947803, -3.8557377, -0.5163199, 2.478963, -2.396379,
|
|
-0.3930376, -0.96302, -0.9776549, 0.13852966, 0.26078847, 0.8342015, 2.3698487, 4.109933,
|
|
1.3575013, -0.5828376, -0.028537825, -0.53020877, 0.39626116, -1.7572733, -4.31769, -2.1674476};
|
|
|
|
static const std::vector<float> idft3d_input_data = {
|
|
104.7364, 97.68179, -4.491728, -0.39316452, -0.59995466, -3.1201572, 8.278858, 3.4758341,
|
|
-5.9363585, 6.5265055, 0.3169801, 3.8807175, -0.418082, -3.4263492, -6.4216776, 7.3220854,
|
|
5.3494234, 4.2509427, 8.191702, 0.17879319, -0.03937006, -3.1589758, 1.7594413, 6.180092,
|
|
-0.8170867, 0.42582142, -1.9053001, 0.52476853, 6.9606423, 1.255014, -4.9181366, 1.319335,
|
|
-3.838747, -2.9766817, 2.0290484, 4.16525, -2.7380676, 4.155652, -6.0316873, 1.6426877,
|
|
-0.2227689, -2.7336447, -3.919732, 0.45931256, -4.4306555, -1.1963288, -0.8430467, 4.8202653,
|
|
5.280785, 2.6153364, -1.556721, 1.9343407, 4.614946, -3.96761, 3.9748988, -1.4291265,
|
|
0.46251905, -6.2192726, -0.60107887, -4.852579, 2.9150705, 2.1991146, -2.1879911, 5.4228687,
|
|
-1.158518, 6.661569, 3.1777658, -0.7256692, 3.8502965, -2.6384768, -4.544671, 1.721262,
|
|
-0.6058461, 2.067991, 5.5108714, -3.7771575, 4.388153, 9.280992, 1.681312, 4.7714148,
|
|
0.14845347, -0.23820269, 3.6383984, -3.9147997, 0.017270446, 4.138083, 1.0156215, -1.3484575,
|
|
-5.7147317, 3.9306912, 5.630328, -1.1722009, -1.9178381, -3.7237349, 2.3894331, -10.085134,
|
|
8.303572, -3.9686286, -3.2541199, -4.850478, -3.1380959, -0.32268947, 6.475547, -5.0424256,
|
|
-1.4396465, -2.1921992, 5.9892044, -7.269888, -3.665809, 4.7312326, 2.8311844, 9.324896,
|
|
7.2639513, -1.6420703, 2.0884657, -3.9739842, 1.2646922, 0.39964193, 7.649071, 8.174507,
|
|
4.148118, -2.3759027, 4.4081597, 3.3299959, 5.0792284, -2.6443086, -1.0990746, 2.1227744,
|
|
-7.517721, 0.3749615, 6.894322, 1.6405574, 0.26087707, 1.8925169, -5.3387756, -0.07007182,
|
|
-2.7565134, -0.51350284, 0.5872268, 0.23071745, 3.9743357, -2.6049578, -7.963324, -0.9111862,
|
|
3.3970497, 2.368112, -3.0425484, 6.0465913, -5.608317, -2.4237492, -3.5965526, -1.5651696,
|
|
-6.369116, -4.896579, -0.029001951, -3.616405, -4.8566127, 3.4580388, -1.9978137, -7.016559,
|
|
-4.71118, -4.1825647, -3.3278992, -0.7835678, 2.5901778, -3.0014238, 1.5647203, 4.06795,
|
|
-4.803074, -5.444754, 3.0102665, -4.6280394, -6.764982, -0.49304247, 12.031577, -3.6245267,
|
|
5.488541, -3.8564541, -5.04131, 7.2477474, 0.7547778, 2.2039144, 4.8117356, -3.4364424,
|
|
-0.44143593, 1.1973162, -1.2022457, 0.8255428, -0.66605973, -6.4021583, 6.1651874, 7.3058405,
|
|
5.2237253, -2.4748354, 0.88457155, -0.89944726, 3.453958, -1.558656, -4.4155188, -3.1854444,
|
|
3.303988, -0.9447114, 0.7474582, -7.185831, 5.770039, 1.7012511, -1.2074116, -0.11192033,
|
|
-0.86384296, -6.048759, 5.6302013, 0.9157127, 1.1379871, -8.176507, -2.433535, 3.2678652,
|
|
-1.9267552, -1.393548, 3.6039736, -1.873306, -6.536957, 2.9600024, -2.4364662, -0.95014465,
|
|
-4.716674, -0.052186966, 2.6048284, -1.0451086, 3.036159, -7.221403, 1.5877211, -0.25210607,
|
|
2.0384693, -4.3141813, -9.458808, -5.5365014, 6.8648105, -8.586614, -0.7079052, 5.412094,
|
|
3.3176801, -0.5273831, -6.745717, 0.62073076, 1.0963198, 6.0950055, -3.677938, -1.9967818,
|
|
-0.921252, 2.387275, 3.261763, 1.3798212, -1.1798835, -0.23495495, 5.339221, -5.928199,
|
|
1.3200281, 5.417163, -11.295093, 7.7347717, 1.3150296, -5.1040716, -4.8190293, 0.74024755,
|
|
-5.4785676, 2.914854, 8.116676, -1.5128357, -0.1898706, -2.5135324, 3.7174103, 4.7488313,
|
|
3.4650638, -0.32341766, 6.8396864, 0.31138325, 0.2374219, -0.46712062, 1.8629129, 1.9891711,
|
|
-1.2141278, 7.7674093, 5.2427464, -4.792124, -5.5451555, 3.2329237, 2.766926, -3.8213987,
|
|
-0.26443875, -1.6623533, -2.6665692, 2.6686997, -0.6977545, 5.85767, -3.9102163, -11.673204,
|
|
-2.3073153, -4.529278, 4.0891604, 3.9445055, 1.8883687, 1.50531, -7.2083244, 3.1367111,
|
|
1.1151649, -4.1500554, -0.54910004, -0.48040384, 11.444895, -2.6333811, -3.0142484, 4.6609726,
|
|
1.755743, 0.87769306, -0.7609439, -0.26591438, 6.615961, -2.141545, -2.7914915, -4.2386503,
|
|
3.1565619, -6.6059103, -7.35018, -2.2787585, 5.836963, -2.6666338, 0.98255026, 5.199881,
|
|
8.640279, 1.7439961, 2.191582, -4.535021, -5.038538, -0.841679, -6.8834453, -4.654301,
|
|
-0.220559, -4.7396717, -9.393296, 0.32385087, 3.9426038, -4.9187584, 1.7061774, -4.8232145,
|
|
-0.5627973, -2.3221302, -1.1155958, -2.7412212, 6.798079, -4.0860014, 1.9515686, 4.2942266,
|
|
0.5557329, -1.9789174, -4.973804, -2.0268555, -3.9974911, -8.164038, 3.3319929, -2.474605,
|
|
0.39113098, 2.0651584, 5.5962815, -1.1102749, -1.2390921, -5.0933027, -4.0492353, 5.009116,
|
|
3.323446, -1.0033474, -0.54384375, -3.4698372, -2.3566747, -6.545992, 1.3816929, -2.0633929,
|
|
-6.3665648, -4.13964, -3.4099324, -1.1418146, 8.466255, 3.2365537, -0.14618888, 1.3563147,
|
|
0.3446387, 3.1233552, 0.7530624, 0.548483, -1.1876376, -8.070564, 1.4254899, -0.9140264,
|
|
2.5087235, -1.3091599, 0.9416502, 0.16097029, 2.6614356, 1.9558911, 4.219861, 1.1494511};
|
|
|
|
static const std::vector<float> expected_bfloat_idft1d_result = {
|
|
0.859375, 0.00897217, 0.003479, 0.542969, 0.824219, 0.496094, 0.898438, 0.191406, 0.855469,
|
|
0.882812, 0.71875, 0.057373, 0.914062, 0.632812, 0.25, 0.0437012, 0.296875, 0.84375,
|
|
0.6875, 0.570312, 0.010498, 0.679688, 0.757812, 0.371094, 0.515625, 0.0302734, 0.632812,
|
|
0.785156, 0.5, 0.71875, 0.204102, 0.117188, 0.757812, 0.4375, 0.953125, 0.824219,
|
|
0.226562, 0.00640869, 0.0541992, 0.585938, 0.875, 0.142578, 0.6875, 0.328125, 0.914062,
|
|
0.730469, 0.0463867, 0.034668, 0.84375, 0.996094, 0.898438, 0.996094, 0.244141, 0.34375,
|
|
0.226562, 0.957031, 0.59375, 0.851562, 0.914062, 0.173828, 0.867188, 0.160156, 0.660156,
|
|
0.523438, 0.511719, 0.0249023, 0.171875, 0.0683594, 0.609375, 0.486328, 0.285156, 0.359375,
|
|
0.640625, 0.28125, 0.597656, 0.632812, 0.507812, 0.234375, 0.773438, 0.445312, 0.527344,
|
|
0.652344, 0.427734, 0.214844, 0.6875, 0.111328, 0.25, 0.220703, 0.800781, 0.347656,
|
|
0.785156, 0.161133, 0.632812, 0.785156, 0.90625, 0.6875, 0.246094, 0.324219, 0.224609,
|
|
0.240234, 0.25, 0.285156, 0.324219, 0.515625, 0.835938, 0.632812, 0.283203, 0.882812,
|
|
0.902344, 0.160156, 0.320312, 0.675781, 0.859375, 0.289062, 0.193359, 0.824219, 0.148438,
|
|
0.181641, 0.84375, 0.234375, 0.859375, 0.574219, 0.945312, 0.0927734, 0.34375, 0.472656,
|
|
0.59375, 0.225586, 0.304688, 0.496094, 0.108398, 0.476562, 0.129883, 0.695312, 0.84375,
|
|
0.667969, 0.240234, 0.796875, 0.375, 0.742188, 0.167969, 0.839844, 0.929688, 0.558594,
|
|
0.671875, 0.0771484, 0.6875, 0.0693359, 0.679688, 0.796875, 0.490234, 0.882812, 0.5625,
|
|
0.914062, 0.476562, 0.945312, 0.980469, 0.617188, 0.8125, 0.0131836, 0.78125, 0.992188,
|
|
0.992188, 0.664062, 0.388672, 0.384766, 0.121094, 0.546875, 0.132812, 0.945312, 0.246094,
|
|
0.00799561, 0.145508, 0.3125, 0.416016, 0.679688, 0.570312, 0.734375, 0.0142822, 0.347656,
|
|
0.929688, 0.484375, 0.460938, 0.816406, 0.5, 0.375, 0.124023, 0.417969, 0.746094,
|
|
0.734375, 0.84375, 0.138672, 0.148438, 0.992188, 0.216797, 0.412109, 0.867188, 0.328125,
|
|
0.757812, 0.949219, 0.578125, 0.957031, 0.714844, 0.043457, 0.289062, 0.585938, 0.0498047,
|
|
0.320312, 0.515625, 0.507812, 0.0098877, 0.519531, 0.777344, 0.34375, 0.792969, 0.460938,
|
|
0.00314331, 0.029541, 0.765625, 0.570312, 0.441406, 0.820312, 0.292969, 0.34375, 0.480469,
|
|
0.382812, 0.3125, 0.71875, 0.410156, 0.0639648, 0.875, 0.601562, 0.447266, 0.163086,
|
|
0.859375, 0.796875, 0.421875, 0.953125, 0.550781, 0.333984, 0.367188, 0.605469, 0.65625,
|
|
0.679688, 0.867188, 0.882812, 0.4375, 0.324219, 0.773438, 0.339844, 0.142578, 0.230469,
|
|
0.0722656, 0.0693359, 0.373047, 0.910156, 0.65625, 0.777344, 0.453125, 0.453125, 0.158203,
|
|
0.800781, 0.625, 0.609375, 0.769531, 0.0864258, 0.302734, 0.554688, 0.847656, 0.914062,
|
|
0.859375, 0.878906, 0.898438, 0.96875, 0.9375, 0.777344, 0.804688, 0.140625, 0.664062,
|
|
0.664062, 0.0478516, 0.746094, 0.451172, 0.984375, 0.460938, 0.214844, 0.921875, 0.392578,
|
|
0.683594, 0.570312, 0.207031, 0.539062, 0.460938, 0.181641, 0.664062, 0.625, 0.143555,
|
|
0.914062, 0.361328, 0.511719, 0.84375, 0.222656, 0.380859, 0.0246582, 0.194336, 0.234375,
|
|
0.324219, 0.478516, 0.621094, 0.695312, 0.4375, 0.0795898, 0.574219, 0.100098, 0.425781,
|
|
0.953125, 0.664062, 0.867188, 0.527344, 0.625, 0.851562, 0.484375, 0.824219, 0.0869141,
|
|
0.6875, 0.416016, 0.59375, 0.0751953, 0.140625, 0.488281, 0.4375, 0.625, 0.269531,
|
|
0.0986328, 0.0976562, 0.921875, 0.241211, 0.902344, 0.75, 0.773438, 0.28125, 0.960938,
|
|
0.585938, 0.746094, 0.0625, 0.4375, 0.347656, 0.597656, 0.0332031, 0.0644531, 0.976562,
|
|
0.554688, 0.96875, 0.024292, 0.535156, 0.248047, 0.110352, 0.859375, 0.78125, 0.695312,
|
|
0.945312, 0.75, 0.695312, 0.00915527, 0.910156, 0.726562, 0.259766, 0.194336, 0.527344,
|
|
0.921875, 0.0576172, 0.742188, 0.4375, 0.296875, 0.859375, 0.0297852, 0.363281, 0.198242,
|
|
0.376953, 0.0947266, 0.229492, 0.439453, 0.419922, 0.394531, 0.136719, 0.0625, 0.953125,
|
|
0.890625, 0.246094, 0.671875, 0.796875, 0.0839844, 0.660156, 0.789062, 0.789062, 0.0810547,
|
|
0.578125, 0.582031, 0.120117, -0.000337601};
|
|
|
|
static const std::vector<float> expected_bfloat_idft2d_result = {
|
|
0.859375, 0.00817871, 0.00500488, 0.542969, 0.828125, 0.496094, 0.902344, 0.191406, 0.859375, 0.882812,
|
|
0.722656, 0.0566406, 0.914062, 0.632812, 0.25, 0.0444336, 0.296875, 0.847656, 0.6875, 0.570312,
|
|
0.00891113, 0.679688, 0.757812, 0.375, 0.515625, 0.0317383, 0.636719, 0.789062, 0.5, 0.722656,
|
|
0.205078, 0.120117, 0.757812, 0.4375, 0.957031, 0.828125, 0.225586, 0.0078125, 0.0546875, 0.585938,
|
|
0.875, 0.142578, 0.683594, 0.326172, 0.914062, 0.730469, 0.046875, 0.0327148, 0.84375, 0.996094,
|
|
0.898438, 0.996094, 0.24707, 0.34375, 0.226562, 0.953125, 0.59375, 0.851562, 0.917969, 0.173828,
|
|
0.867188, 0.158203, 0.664062, 0.519531, 0.515625, 0.0244141, 0.171875, 0.0664062, 0.609375, 0.484375,
|
|
0.287109, 0.357422, 0.640625, 0.277344, 0.601562, 0.628906, 0.507812, 0.232422, 0.773438, 0.445312,
|
|
0.53125, 0.648438, 0.429688, 0.213867, 0.691406, 0.112305, 0.253906, 0.21875, 0.804688, 0.345703,
|
|
0.789062, 0.160156, 0.640625, 0.785156, 0.90625, 0.6875, 0.246094, 0.322266, 0.226562, 0.238281,
|
|
0.251953, 0.28125, 0.324219, 0.515625, 0.835938, 0.628906, 0.283203, 0.882812, 0.898438, 0.15918,
|
|
0.320312, 0.671875, 0.859375, 0.285156, 0.193359, 0.828125, 0.149414, 0.179688, 0.847656, 0.234375,
|
|
0.859375, 0.570312, 0.945312, 0.0917969, 0.34375, 0.470703, 0.597656, 0.225586, 0.304688, 0.494141,
|
|
0.11084, 0.474609, 0.131836, 0.695312, 0.847656, 0.664062, 0.242188, 0.796875, 0.375, 0.742188,
|
|
0.166016, 0.839844, 0.929688, 0.558594, 0.671875, 0.0761719, 0.6875, 0.0693359, 0.679688, 0.796875,
|
|
0.490234, 0.882812, 0.5625, 0.914062, 0.478516, 0.945312, 0.980469, 0.617188, 0.8125, 0.0130615,
|
|
0.78125, 0.992188, 0.992188, 0.664062, 0.386719, 0.380859, 0.120605, 0.546875, 0.134766, 0.945312,
|
|
0.24707, 0.00476074, 0.144531, 0.3125, 0.416016, 0.675781, 0.570312, 0.734375, 0.0135498, 0.345703,
|
|
0.925781, 0.482422, 0.460938, 0.816406, 0.503906, 0.375, 0.125, 0.419922, 0.746094, 0.734375,
|
|
0.84375, 0.136719, 0.148438, 0.992188, 0.216797, 0.410156, 0.863281, 0.328125, 0.757812, 0.949219,
|
|
0.578125, 0.960938, 0.714844, 0.0424805, 0.289062, 0.585938, 0.0510254, 0.320312, 0.515625, 0.507812,
|
|
0.00964355, 0.519531, 0.78125, 0.34375, 0.796875, 0.460938, 0.0030365, 0.0292969, 0.765625, 0.570312,
|
|
0.441406, 0.820312, 0.289062, 0.34375, 0.480469, 0.382812, 0.308594, 0.71875, 0.410156, 0.0625,
|
|
0.871094, 0.601562, 0.445312, 0.162109, 0.859375, 0.796875, 0.419922, 0.953125, 0.546875, 0.332031,
|
|
0.367188, 0.605469, 0.65625, 0.675781, 0.867188, 0.882812, 0.4375, 0.324219, 0.773438, 0.339844,
|
|
0.138672, 0.228516, 0.0703125, 0.0693359, 0.371094, 0.914062, 0.65625, 0.773438, 0.449219, 0.453125,
|
|
0.157227, 0.796875, 0.625, 0.609375, 0.765625, 0.0839844, 0.300781, 0.554688, 0.84375, 0.914062,
|
|
0.859375, 0.878906, 0.898438, 0.96875, 0.9375, 0.777344, 0.804688, 0.138672, 0.660156, 0.664062,
|
|
0.0456543, 0.75, 0.449219, 0.984375, 0.457031, 0.216797, 0.921875, 0.394531, 0.683594, 0.574219,
|
|
0.205078, 0.539062, 0.458984, 0.180664, 0.660156, 0.628906, 0.142578, 0.914062, 0.359375, 0.511719,
|
|
0.839844, 0.222656, 0.378906, 0.0241699, 0.191406, 0.234375, 0.320312, 0.480469, 0.617188, 0.695312,
|
|
0.433594, 0.0786133, 0.570312, 0.0996094, 0.421875, 0.953125, 0.664062, 0.867188, 0.523438, 0.625,
|
|
0.851562, 0.484375, 0.820312, 0.0888672, 0.6875, 0.416016, 0.59375, 0.0766602, 0.140625, 0.490234,
|
|
0.4375, 0.625, 0.269531, 0.0986328, 0.097168, 0.921875, 0.240234, 0.90625, 0.75, 0.773438,
|
|
0.28125, 0.960938, 0.585938, 0.75, 0.0620117, 0.4375, 0.347656, 0.601562, 0.0322266, 0.0673828,
|
|
0.976562, 0.554688, 0.96875, 0.0263672, 0.53125, 0.248047, 0.108398, 0.859375, 0.777344, 0.695312,
|
|
0.941406, 0.75, 0.6875, 0.00842285, 0.90625, 0.726562, 0.257812, 0.193359, 0.523438, 0.921875,
|
|
0.0554199, 0.742188, 0.435547, 0.294922, 0.859375, 0.0292969, 0.359375, 0.197266, 0.375, 0.09375,
|
|
0.228516, 0.445312, 0.417969, 0.396484, 0.136719, 0.0644531, 0.949219, 0.898438, 0.244141, 0.671875,
|
|
0.796875, 0.0859375, 0.65625, 0.792969, 0.789062, 0.0820312, 0.570312, 0.585938, 0.117676, 0.000293732};
|
|
|
|
static const std::vector<float> expected_bfloat_idft3d_result = {
|
|
0.859375, 0.0102539, 0.00363159, 0.546875, 0.824219, 0.496094, 0.898438, 0.191406, 0.855469, 0.882813,
|
|
0.71875, 0.0576172, 0.914063, 0.632813, 0.25, 0.045166, 0.296875, 0.84375, 0.6875, 0.570313,
|
|
0.00927734, 0.679688, 0.757813, 0.375, 0.515625, 0.0334473, 0.632813, 0.785156, 0.5, 0.722656,
|
|
0.205078, 0.120117, 0.757813, 0.4375, 0.953125, 0.828125, 0.224609, 0.00952148, 0.0541992, 0.585938,
|
|
0.875, 0.142578, 0.683594, 0.324219, 0.914063, 0.726563, 0.0454102, 0.0366211, 0.84375, 0.996094,
|
|
0.894531, 0.996094, 0.246094, 0.347656, 0.226563, 0.953125, 0.59375, 0.851563, 0.914063, 0.173828,
|
|
0.863281, 0.15918, 0.660156, 0.523438, 0.515625, 0.0249023, 0.171875, 0.0678711, 0.609375, 0.484375,
|
|
0.285156, 0.359375, 0.640625, 0.279297, 0.597656, 0.628906, 0.507813, 0.233398, 0.773438, 0.445313,
|
|
0.53125, 0.648438, 0.429688, 0.212891, 0.6875, 0.110352, 0.253906, 0.21875, 0.804688, 0.347656,
|
|
0.789063, 0.162109, 0.636719, 0.785156, 0.90625, 0.6875, 0.248047, 0.324219, 0.226563, 0.240234,
|
|
0.25, 0.283203, 0.324219, 0.515625, 0.835938, 0.632813, 0.285156, 0.882813, 0.898438, 0.160156,
|
|
0.320313, 0.671875, 0.855469, 0.289063, 0.191406, 0.828125, 0.148438, 0.179688, 0.84375, 0.236328,
|
|
0.859375, 0.570313, 0.945313, 0.0917969, 0.34375, 0.470703, 0.597656, 0.224609, 0.304688, 0.494141,
|
|
0.110352, 0.476563, 0.131836, 0.695313, 0.84375, 0.664063, 0.241211, 0.796875, 0.375, 0.742188,
|
|
0.166016, 0.839844, 0.929688, 0.554688, 0.671875, 0.0761719, 0.6875, 0.0698242, 0.679688, 0.796875,
|
|
0.488281, 0.882813, 0.5625, 0.914063, 0.476563, 0.945313, 0.976563, 0.617188, 0.808594, 0.0130615,
|
|
0.78125, 0.992188, 0.988281, 0.664063, 0.386719, 0.382813, 0.120117, 0.546875, 0.132813, 0.945313,
|
|
0.244141, 0.0055542, 0.145508, 0.3125, 0.414063, 0.679688, 0.570313, 0.734375, 0.0133057, 0.34375,
|
|
0.921875, 0.484375, 0.460938, 0.8125, 0.5, 0.375, 0.123047, 0.417969, 0.742188, 0.730469,
|
|
0.84375, 0.136719, 0.146484, 0.992188, 0.216797, 0.410156, 0.863281, 0.328125, 0.757813, 0.953125,
|
|
0.578125, 0.957031, 0.714844, 0.0419922, 0.291016, 0.585938, 0.0517578, 0.320313, 0.515625, 0.507813,
|
|
0.0106201, 0.515625, 0.78125, 0.34375, 0.796875, 0.460938, 0.00439453, 0.0290527, 0.765625, 0.570313,
|
|
0.441406, 0.820313, 0.292969, 0.339844, 0.480469, 0.382813, 0.308594, 0.71875, 0.410156, 0.0620117,
|
|
0.871094, 0.601563, 0.445313, 0.160156, 0.859375, 0.796875, 0.421875, 0.953125, 0.550781, 0.333984,
|
|
0.367188, 0.605469, 0.65625, 0.679688, 0.867188, 0.882813, 0.4375, 0.324219, 0.773438, 0.339844,
|
|
0.140625, 0.228516, 0.0712891, 0.0698242, 0.373047, 0.910156, 0.65625, 0.773438, 0.449219, 0.453125,
|
|
0.158203, 0.796875, 0.625, 0.609375, 0.765625, 0.0839844, 0.302734, 0.550781, 0.847656, 0.914063,
|
|
0.859375, 0.878906, 0.898438, 0.96875, 0.9375, 0.773438, 0.804688, 0.140625, 0.664063, 0.664063,
|
|
0.0480957, 0.75, 0.451172, 0.984375, 0.460938, 0.21582, 0.921875, 0.392578, 0.683594, 0.574219,
|
|
0.207031, 0.539063, 0.460938, 0.181641, 0.664063, 0.625, 0.141602, 0.914063, 0.359375, 0.511719,
|
|
0.839844, 0.222656, 0.378906, 0.0244141, 0.193359, 0.234375, 0.320313, 0.476563, 0.617188, 0.691406,
|
|
0.433594, 0.0791016, 0.570313, 0.0996094, 0.423828, 0.953125, 0.664063, 0.867188, 0.523438, 0.625,
|
|
0.855469, 0.484375, 0.828125, 0.0878906, 0.6875, 0.416016, 0.59375, 0.0761719, 0.140625, 0.490234,
|
|
0.4375, 0.625, 0.269531, 0.0996094, 0.0976563, 0.921875, 0.240234, 0.90625, 0.75, 0.773438,
|
|
0.283203, 0.960938, 0.585938, 0.746094, 0.0634766, 0.435547, 0.345703, 0.597656, 0.0341797, 0.0644531,
|
|
0.976563, 0.554688, 0.972656, 0.0266113, 0.535156, 0.248047, 0.111328, 0.859375, 0.78125, 0.695313,
|
|
0.945313, 0.75, 0.691406, 0.00946045, 0.90625, 0.726563, 0.257813, 0.193359, 0.523438, 0.921875,
|
|
0.0556641, 0.742188, 0.435547, 0.294922, 0.859375, 0.0296631, 0.359375, 0.196289, 0.375, 0.09375,
|
|
0.229492, 0.443359, 0.417969, 0.396484, 0.137695, 0.0634766, 0.953125, 0.898438, 0.246094, 0.671875,
|
|
0.796875, 0.0859375, 0.660156, 0.792969, 0.789063, 0.0820313, 0.574219, 0.585938, 0.119141, 0.00128174};
|
|
|
|
static const std::vector<float> expected_float16_idft1d_result = {
|
|
0.859375, 0.0100555, 0.00403976, 0.545898, 0.82666, 0.498047, 0.90332, 0.192871, 0.858887,
|
|
0.887695, 0.723145, 0.0578003, 0.915527, 0.634766, 0.250488, 0.0457764, 0.297607, 0.849609,
|
|
0.688477, 0.574219, 0.00984192, 0.682129, 0.761719, 0.375977, 0.518066, 0.0329285, 0.637207,
|
|
0.789551, 0.500977, 0.725098, 0.204224, 0.121155, 0.760254, 0.440186, 0.956543, 0.829102,
|
|
0.225708, 0.00914001, 0.0545654, 0.588379, 0.878418, 0.143188, 0.686035, 0.327393, 0.916992,
|
|
0.731934, 0.0461426, 0.0350342, 0.845215, 0.99707, 0.897949, 0.998535, 0.24646, 0.34668,
|
|
0.227417, 0.958008, 0.596191, 0.853516, 0.91748, 0.174438, 0.866699, 0.15918, 0.663574,
|
|
0.522461, 0.515137, 0.0249939, 0.172974, 0.0680542, 0.612305, 0.486572, 0.287354, 0.359375,
|
|
0.644531, 0.279541, 0.599609, 0.630859, 0.507324, 0.233887, 0.774902, 0.446045, 0.531738,
|
|
0.65332, 0.430908, 0.214722, 0.692871, 0.111816, 0.253662, 0.220947, 0.806152, 0.347168,
|
|
0.790039, 0.161011, 0.637695, 0.787598, 0.909668, 0.691406, 0.247559, 0.324463, 0.227295,
|
|
0.239746, 0.251953, 0.283936, 0.324707, 0.519043, 0.839355, 0.632324, 0.285156, 0.888672,
|
|
0.902344, 0.160522, 0.322021, 0.676758, 0.859375, 0.289062, 0.193237, 0.828125, 0.148926,
|
|
0.180664, 0.849121, 0.235596, 0.862305, 0.574219, 0.947266, 0.0922852, 0.345215, 0.471924,
|
|
0.600586, 0.226074, 0.306885, 0.495361, 0.111389, 0.476562, 0.132446, 0.696777, 0.849121,
|
|
0.668457, 0.242188, 0.79834, 0.376221, 0.745605, 0.16748, 0.841797, 0.930664, 0.55957,
|
|
0.674805, 0.0773315, 0.69043, 0.0697021, 0.680664, 0.79834, 0.490234, 0.884766, 0.566895,
|
|
0.918457, 0.479004, 0.947266, 0.98291, 0.620605, 0.813477, 0.0135803, 0.783203, 0.993652,
|
|
0.992188, 0.666992, 0.388428, 0.383545, 0.120422, 0.547852, 0.133057, 0.946777, 0.245972,
|
|
0.00572968, 0.145752, 0.312256, 0.416992, 0.679688, 0.573242, 0.738281, 0.0131683, 0.346191,
|
|
0.927734, 0.485107, 0.460449, 0.816895, 0.504395, 0.375977, 0.124512, 0.42041, 0.74707,
|
|
0.734375, 0.844727, 0.137573, 0.147827, 0.996582, 0.217896, 0.412109, 0.865723, 0.328613,
|
|
0.757324, 0.952148, 0.580566, 0.959961, 0.718262, 0.0430298, 0.292725, 0.587891, 0.052063,
|
|
0.321777, 0.520508, 0.509766, 0.011673, 0.520996, 0.782227, 0.345703, 0.796875, 0.461914,
|
|
0.00485229, 0.0290375, 0.76709, 0.571777, 0.443848, 0.825195, 0.293213, 0.343994, 0.480957,
|
|
0.383057, 0.310791, 0.717773, 0.4104, 0.0620422, 0.874512, 0.601562, 0.448242, 0.161865,
|
|
0.86084, 0.797363, 0.421631, 0.956055, 0.553223, 0.334717, 0.368164, 0.606934, 0.658203,
|
|
0.679199, 0.870605, 0.886719, 0.438721, 0.324707, 0.775879, 0.340332, 0.141357, 0.230103,
|
|
0.0716553, 0.069458, 0.373535, 0.912109, 0.658691, 0.777344, 0.451416, 0.454346, 0.159058,
|
|
0.801758, 0.625977, 0.611816, 0.77002, 0.0848389, 0.303711, 0.552734, 0.849609, 0.917969,
|
|
0.86084, 0.881836, 0.900879, 0.972168, 0.941406, 0.778809, 0.805664, 0.140259, 0.665039,
|
|
0.665039, 0.0482788, 0.750488, 0.452148, 0.987793, 0.461182, 0.216675, 0.927246, 0.394043,
|
|
0.685547, 0.576172, 0.207397, 0.541016, 0.460449, 0.181885, 0.663086, 0.628906, 0.143066,
|
|
0.916992, 0.361816, 0.513184, 0.842285, 0.223389, 0.380127, 0.0247345, 0.193726, 0.236084,
|
|
0.322021, 0.479736, 0.620605, 0.694824, 0.436279, 0.0797729, 0.574707, 0.100037, 0.424805,
|
|
0.953613, 0.666504, 0.868652, 0.526855, 0.628418, 0.858398, 0.486816, 0.827148, 0.088501,
|
|
0.692871, 0.417969, 0.597168, 0.0761719, 0.141968, 0.490479, 0.440186, 0.625977, 0.271729,
|
|
0.100037, 0.0982666, 0.924805, 0.242065, 0.907715, 0.752441, 0.776367, 0.284668, 0.963379,
|
|
0.588379, 0.749023, 0.0639648, 0.4375, 0.347412, 0.600586, 0.03479, 0.0667725, 0.979004,
|
|
0.555664, 0.975586, 0.02565, 0.537598, 0.249146, 0.110657, 0.859863, 0.78125, 0.695801,
|
|
0.946289, 0.749512, 0.695312, 0.00930023, 0.910645, 0.729004, 0.259277, 0.194824, 0.52832,
|
|
0.924316, 0.0562134, 0.743652, 0.437256, 0.295898, 0.859863, 0.0296478, 0.362793, 0.196777,
|
|
0.37793, 0.0940552, 0.230225, 0.444092, 0.42041, 0.397461, 0.137939, 0.0640259, 0.953613,
|
|
0.898926, 0.246338, 0.673828, 0.80127, 0.0863647, 0.661621, 0.79541, 0.793457, 0.0834351,
|
|
0.577148, 0.586914, 0.119934, 0.00131321};
|
|
|
|
static const std::vector<float> expected_float16_idft2d_result = {
|
|
0.859375, 0.0100098, 0.00434875, 0.545898, 0.827148, 0.497803, 0.903809, 0.192871, 0.858887, 0.887695,
|
|
0.723633, 0.0575562, 0.916016, 0.634277, 0.250732, 0.0457764, 0.298096, 0.849121, 0.688477, 0.574219,
|
|
0.00975037, 0.682129, 0.761719, 0.375977, 0.518066, 0.0331116, 0.637207, 0.789551, 0.500977, 0.725098,
|
|
0.204224, 0.121216, 0.760254, 0.440186, 0.956543, 0.829102, 0.225586, 0.00925446, 0.0545044, 0.588867,
|
|
0.878418, 0.143311, 0.686523, 0.327393, 0.916992, 0.732422, 0.0462341, 0.0350342, 0.845215, 0.997559,
|
|
0.897949, 0.998535, 0.24646, 0.346924, 0.227417, 0.958496, 0.596191, 0.854004, 0.91748, 0.174438,
|
|
0.867188, 0.15918, 0.664062, 0.522461, 0.515625, 0.0251007, 0.17334, 0.0681152, 0.612793, 0.486572,
|
|
0.287354, 0.359375, 0.644531, 0.279785, 0.600098, 0.630859, 0.507812, 0.234009, 0.775391, 0.446289,
|
|
0.531738, 0.653809, 0.430908, 0.214844, 0.692871, 0.111877, 0.253418, 0.221069, 0.806152, 0.347168,
|
|
0.790039, 0.161133, 0.637695, 0.787598, 0.909668, 0.691895, 0.247681, 0.324463, 0.227173, 0.239746,
|
|
0.251953, 0.28418, 0.324707, 0.519043, 0.839355, 0.632812, 0.285156, 0.888672, 0.902344, 0.160522,
|
|
0.322021, 0.676758, 0.859863, 0.289307, 0.193237, 0.828125, 0.148926, 0.180664, 0.849121, 0.235596,
|
|
0.862305, 0.574219, 0.947266, 0.0922852, 0.344971, 0.471924, 0.600586, 0.226074, 0.306885, 0.495361,
|
|
0.11145, 0.476562, 0.132568, 0.696777, 0.849121, 0.668457, 0.242065, 0.79834, 0.375977, 0.745117,
|
|
0.167603, 0.841309, 0.930664, 0.55957, 0.674805, 0.0771484, 0.69043, 0.0695801, 0.680664, 0.79834,
|
|
0.490479, 0.884277, 0.566406, 0.917969, 0.479004, 0.947266, 0.98291, 0.620605, 0.813477, 0.0133667,
|
|
0.783203, 0.993652, 0.992188, 0.666992, 0.388428, 0.383545, 0.120544, 0.547852, 0.133057, 0.946777,
|
|
0.246094, 0.00577164, 0.145752, 0.3125, 0.416992, 0.679688, 0.573242, 0.738281, 0.0131683, 0.346436,
|
|
0.927734, 0.485352, 0.460693, 0.817383, 0.504395, 0.375977, 0.124451, 0.420166, 0.74707, 0.734375,
|
|
0.845215, 0.137573, 0.147705, 0.996582, 0.217896, 0.412109, 0.865723, 0.328613, 0.757324, 0.952148,
|
|
0.580566, 0.959961, 0.718262, 0.0429993, 0.292725, 0.588379, 0.0520935, 0.321777, 0.520508, 0.509766,
|
|
0.0115356, 0.520996, 0.782227, 0.345703, 0.796875, 0.461914, 0.0048027, 0.0290375, 0.767578, 0.571777,
|
|
0.444092, 0.825195, 0.293457, 0.344238, 0.481201, 0.383057, 0.310791, 0.717773, 0.410645, 0.0620728,
|
|
0.875, 0.602051, 0.448486, 0.161865, 0.861328, 0.797363, 0.421875, 0.956055, 0.553711, 0.334717,
|
|
0.368164, 0.607422, 0.658203, 0.679199, 0.871094, 0.886719, 0.438721, 0.324707, 0.776367, 0.340332,
|
|
0.141479, 0.230225, 0.0717163, 0.0693359, 0.373535, 0.912109, 0.658691, 0.777344, 0.45166, 0.45459,
|
|
0.15918, 0.801758, 0.625977, 0.611328, 0.77002, 0.0849609, 0.303711, 0.552734, 0.849609, 0.917969,
|
|
0.86084, 0.881836, 0.900879, 0.972168, 0.941406, 0.779297, 0.805664, 0.140503, 0.665527, 0.665039,
|
|
0.0483704, 0.750488, 0.452148, 0.987793, 0.461182, 0.216797, 0.927246, 0.394043, 0.685547, 0.576172,
|
|
0.207642, 0.541016, 0.460449, 0.181885, 0.663086, 0.628906, 0.143066, 0.916504, 0.362061, 0.513184,
|
|
0.842285, 0.223389, 0.380127, 0.0245361, 0.193726, 0.235962, 0.322021, 0.479736, 0.620117, 0.694336,
|
|
0.436035, 0.0795898, 0.574707, 0.0999756, 0.424805, 0.953125, 0.666504, 0.868164, 0.526855, 0.628418,
|
|
0.85791, 0.486572, 0.827148, 0.0883789, 0.692871, 0.417969, 0.597168, 0.0760498, 0.141968, 0.490479,
|
|
0.440186, 0.625488, 0.271729, 0.0999146, 0.0983887, 0.924805, 0.241943, 0.907227, 0.752441, 0.775879,
|
|
0.284912, 0.963379, 0.588379, 0.749512, 0.0640259, 0.4375, 0.347656, 0.600586, 0.0349731, 0.0668335,
|
|
0.979004, 0.555664, 0.976074, 0.0257111, 0.537598, 0.24939, 0.110962, 0.859863, 0.78125, 0.695801,
|
|
0.946289, 0.749512, 0.694824, 0.00910187, 0.910645, 0.729004, 0.259277, 0.194824, 0.52832, 0.924316,
|
|
0.0563049, 0.743164, 0.437256, 0.295654, 0.859863, 0.0297089, 0.363037, 0.196777, 0.37793, 0.0940552,
|
|
0.22998, 0.444092, 0.420166, 0.397217, 0.137939, 0.0639038, 0.953613, 0.898438, 0.24646, 0.673828,
|
|
0.800781, 0.0861206, 0.661133, 0.794922, 0.792969, 0.083252, 0.577148, 0.586426, 0.119751, 0.00126743};
|
|
|
|
static const std::vector<float> expected_float16_idft3d_result = {
|
|
0.859375, 0.00984192, 0.00445557, 0.545898, 0.827148, 0.497803, 0.903809, 0.192749, 0.858887, 0.887695,
|
|
0.723633, 0.0576477, 0.916016, 0.634766, 0.250977, 0.0456543, 0.298096, 0.849121, 0.688477, 0.574219,
|
|
0.009758, 0.682129, 0.761719, 0.376221, 0.518066, 0.0330811, 0.637207, 0.789551, 0.500977, 0.724609,
|
|
0.204224, 0.121155, 0.760254, 0.440186, 0.956543, 0.829102, 0.225464, 0.00920105, 0.0546875, 0.588379,
|
|
0.878418, 0.143433, 0.686035, 0.327393, 0.916992, 0.731934, 0.0462646, 0.0350647, 0.845215, 0.997559,
|
|
0.897949, 0.999023, 0.246338, 0.346924, 0.227295, 0.958008, 0.596191, 0.854004, 0.91748, 0.174438,
|
|
0.866699, 0.15918, 0.664062, 0.522461, 0.515625, 0.0249634, 0.173218, 0.0679932, 0.612793, 0.486572,
|
|
0.287354, 0.359375, 0.644531, 0.279541, 0.600098, 0.631348, 0.507812, 0.234009, 0.774902, 0.446289,
|
|
0.531738, 0.65332, 0.430664, 0.214722, 0.692871, 0.111938, 0.253418, 0.220947, 0.806152, 0.347168,
|
|
0.790039, 0.161011, 0.637695, 0.787598, 0.90918, 0.691406, 0.247437, 0.324463, 0.227295, 0.239746,
|
|
0.251953, 0.28418, 0.324707, 0.519043, 0.839355, 0.632324, 0.285156, 0.888672, 0.902344, 0.160522,
|
|
0.322021, 0.676758, 0.859375, 0.289062, 0.193237, 0.828125, 0.148804, 0.180908, 0.849121, 0.235718,
|
|
0.861816, 0.574219, 0.947266, 0.0922241, 0.345215, 0.471924, 0.600586, 0.226074, 0.306885, 0.495361,
|
|
0.111389, 0.476318, 0.132446, 0.696777, 0.849121, 0.668457, 0.242065, 0.79834, 0.375977, 0.745117,
|
|
0.16748, 0.841309, 0.930664, 0.55957, 0.674805, 0.0770874, 0.69043, 0.069458, 0.680664, 0.797852,
|
|
0.490234, 0.884277, 0.566406, 0.917969, 0.479004, 0.947266, 0.98291, 0.620605, 0.813477, 0.0134964,
|
|
0.783203, 0.994141, 0.992188, 0.666992, 0.388428, 0.383545, 0.120361, 0.547852, 0.133179, 0.946777,
|
|
0.246094, 0.00577164, 0.145752, 0.312256, 0.416992, 0.679688, 0.573242, 0.738281, 0.0133972, 0.346191,
|
|
0.928223, 0.485107, 0.460449, 0.817383, 0.504395, 0.375977, 0.124512, 0.420166, 0.74707, 0.733887,
|
|
0.844727, 0.137451, 0.147827, 0.996582, 0.217896, 0.412354, 0.865723, 0.328613, 0.757324, 0.952148,
|
|
0.580566, 0.959961, 0.718262, 0.0429382, 0.292725, 0.588379, 0.0520935, 0.321533, 0.520508, 0.509766,
|
|
0.0115204, 0.520996, 0.782227, 0.345703, 0.796875, 0.462158, 0.00487137, 0.0290985, 0.767578, 0.571777,
|
|
0.444092, 0.825195, 0.293457, 0.344238, 0.481201, 0.383057, 0.310791, 0.717773, 0.410645, 0.0619812,
|
|
0.874512, 0.602051, 0.448242, 0.161865, 0.861328, 0.797363, 0.421875, 0.956055, 0.553711, 0.334717,
|
|
0.368164, 0.607422, 0.658203, 0.679199, 0.871094, 0.887207, 0.438721, 0.324707, 0.776367, 0.340332,
|
|
0.141479, 0.230225, 0.0718994, 0.069458, 0.373535, 0.912109, 0.65918, 0.777344, 0.45166, 0.45459,
|
|
0.159302, 0.801758, 0.625977, 0.611816, 0.77002, 0.085022, 0.303955, 0.552734, 0.849609, 0.917969,
|
|
0.86084, 0.881836, 0.900879, 0.972168, 0.941406, 0.779297, 0.805664, 0.140381, 0.665039, 0.665039,
|
|
0.0485535, 0.750488, 0.452148, 0.987793, 0.461182, 0.216675, 0.927246, 0.394043, 0.685547, 0.576172,
|
|
0.20752, 0.541016, 0.460449, 0.182129, 0.663086, 0.628906, 0.143311, 0.916992, 0.362061, 0.513184,
|
|
0.842285, 0.223389, 0.380127, 0.024704, 0.193726, 0.235962, 0.322266, 0.479736, 0.620605, 0.694336,
|
|
0.436279, 0.0796509, 0.574707, 0.0999756, 0.424805, 0.953613, 0.666504, 0.868652, 0.526855, 0.628418,
|
|
0.858398, 0.486572, 0.827148, 0.0883179, 0.692871, 0.417969, 0.597168, 0.0759277, 0.141968, 0.490479,
|
|
0.44043, 0.625488, 0.271729, 0.0999146, 0.0983887, 0.924805, 0.242065, 0.907227, 0.752441, 0.775879,
|
|
0.284912, 0.963379, 0.588379, 0.749512, 0.0641479, 0.437744, 0.347412, 0.600586, 0.0350037, 0.0668945,
|
|
0.979004, 0.555664, 0.976074, 0.0257721, 0.537598, 0.249268, 0.111145, 0.859863, 0.78125, 0.695801,
|
|
0.946289, 0.749512, 0.694824, 0.00917816, 0.910645, 0.729004, 0.259521, 0.19458, 0.52832, 0.924316,
|
|
0.0562744, 0.743164, 0.437256, 0.295898, 0.859863, 0.0297546, 0.363037, 0.196899, 0.37793, 0.0941162,
|
|
0.230225, 0.443848, 0.42041, 0.397217, 0.137817, 0.0637817, 0.953613, 0.898438, 0.246338, 0.673828,
|
|
0.800781, 0.0863037, 0.661621, 0.794922, 0.793457, 0.083252, 0.577148, 0.586426, 0.119751, 0.00126934};
|
|
|
|
static const std::vector<float> data_1 = {
|
|
0.9795938, 0.14046684, 0.9819369, 0.51320475, 0.9390985, 0.06454252, 0.48972926, 0.042538255,
|
|
0.3341647, 0.14752749, 0.44628578, 0.8509109, 0.6611515, 0.5711897, 0.10807402, 0.67733586,
|
|
0.4091941, 0.23590194, 0.4385734, 0.40270114, 0.75568604, 0.9842337, 0.82819414, 0.49742407,
|
|
0.7397849, 0.6104118, 0.019504193, 0.7756829, 0.9271429, 0.6423316, 0.3300541, 0.8688829,
|
|
0.21220064, 0.76539195, 0.8143789, 0.70724595, 0.54020476, 0.29437974, 0.19398275, 0.20308031,
|
|
0.30458412, 0.040420562, 0.36627868, 0.61882246, 0.3416973, 0.5482437, 0.68851316, 0.5670022,
|
|
0.58812225, 0.6487681, 0.88266903, 0.07287276, 0.7716641, 0.12443388, 0.4170407, 0.8380076,
|
|
0.17115247, 0.8118648, 0.7704737, 0.5179812, 0.9407177, 0.7311383, 0.4538601, 0.01992845,
|
|
0.4758718, 0.25867644, 0.55573237, 0.89606065, 0.8505143, 0.47349417, 0.3970769, 0.3293097,
|
|
0.7601557, 0.24247961, 0.8102311, 0.7387785, 0.15742134, 0.8387721, 0.100493915, 0.3733577,
|
|
0.4904671, 0.9106489, 0.0049963384, 0.89285916, 0.24380954, 0.7329451, 0.9373891, 0.52886724,
|
|
0.65965563, 0.7307209, 0.5160155, 0.97944415, 0.43991584, 0.9839402, 0.6350642, 0.16712844,
|
|
0.40538687, 0.80509937, 0.4988989, 0.02185218, 0.74142575, 0.8026278, 0.28912508, 0.50405765,
|
|
0.7768013, 0.9817653, 0.9995751, 0.74799776, 0.8615655, 0.058107413, 0.27611437, 0.76372087,
|
|
0.93234706, 0.7603203, 0.30816016, 0.80595773, 0.8843074, 0.46457228, 0.43644127, 0.6553406,
|
|
0.9050378, 0.5044161, 0.49364874, 0.59174323, 0.2650881, 0.78394204, 0.57706285, 0.33071348,
|
|
0.7140054, 0.5885716, 0.60252094, 0.92644346, 0.91704935, 0.64020824, 0.99652874, 0.8375778,
|
|
0.45622328, 0.3755286, 0.8324417, 0.77270067, 0.50742614, 0.7814994, 0.30720684, 0.36613366,
|
|
0.9426107, 0.12557131, 0.87243265, 0.002567238, 0.8350289, 0.1262151, 0.35253504, 0.07578735,
|
|
0.34082502, 0.9211622, 0.38055828, 0.3247621, 0.5061271, 0.87862396, 0.1869049, 0.7774487,
|
|
0.030804915, 0.25322768, 0.06073754, 0.27092665, 0.9209875, 0.86690956, 0.74456835, 0.42403135,
|
|
0.61839956, 0.9004572, 0.94674456, 0.17315134, 0.74403226, 0.30930993, 0.23992635, 0.9080931,
|
|
0.4886828, 0.9973065, 0.32888287, 0.32976696, 0.09137513, 0.1410893, 0.4248779, 0.019689998,
|
|
0.6828394, 0.47350892, 0.02358055, 0.94660497, 0.9253734, 0.1509718, 0.540138, 0.7050524,
|
|
0.20855357, 0.9753569, 0.0044813985, 0.5063834, 0.6836877, 0.2784342, 0.0139586115, 0.8785785,
|
|
0.4754602, 0.38955635, 0.151705, 0.5694773, 0.14548586, 0.6798502, 0.057361145, 0.031760257,
|
|
0.91168743, 0.5762714, 0.54128575, 0.53421247, 0.5860678, 0.97197753, 0.940639, 0.18688098,
|
|
0.54635745, 0.513619, 0.5645304, 0.91558236, 0.8496063, 0.6258071, 0.31261826, 0.20282389,
|
|
0.2723365, 0.5039135, 0.6405068, 0.65471405, 0.5857442, 0.57205665, 0.23835625, 0.32288164,
|
|
0.068663165, 0.43674967, 0.049117915, 0.78065604, 0.98437595, 0.60793245, 0.38907775, 0.6610265,
|
|
0.5587009, 0.89418066, 0.6170649, 0.1305905, 0.5760506, 0.10885323, 0.5303117, 0.16950679,
|
|
0.9630447, 0.9476875, 0.22327174, 0.87473476, 0.917824, 0.44959846, 0.055421904, 0.22361691,
|
|
0.9334828, 0.16427046, 0.5914317, 0.81789917, 0.48431975, 0.3067152, 0.53250873, 0.19298424,
|
|
0.23529118, 0.4841604, 0.24943262, 0.41821656, 0.59484303, 0.4535004, 0.50373393, 0.6057788,
|
|
0.6799498, 0.21368006, 0.17095569, 0.97966874, 0.3839032, 0.48672524, 0.9375583, 0.84598905,
|
|
0.049092207, 0.47682214, 0.56488436, 0.7817405, 0.8975917, 0.75874424, 0.43242812, 0.8459973,
|
|
0.7138231, 0.9834999, 0.7273379, 0.05828699, 0.6884237, 0.07486352, 0.4326547, 0.78577167,
|
|
0.8844588, 0.9474644, 0.542272, 0.49642876, 0.48886803, 0.11854455, 0.01492267, 0.22648218,
|
|
0.7607531, 0.5930919, 0.9450968, 0.02894685, 0.67735505, 0.46363172, 0.18415985, 0.66824925,
|
|
0.6137258, 0.6086626, 0.6422855, 0.7637218, 0.56419605, 0.74026155, 0.18709394, 0.14683136,
|
|
0.32289994, 0.15482259, 0.11222768, 0.9085655, 0.43263617, 0.32097924, 0.29690787, 0.77809244,
|
|
0.2413839, 0.8267769, 0.82795614, 0.018312717, 0.9958108, 0.769578, 0.13144562, 0.45904484,
|
|
0.38071582, 0.24182741, 0.7200288, 0.20737973, 0.5285696, 0.3680287, 0.46252182, 0.89153767,
|
|
0.13071166, 0.84319293, 0.10841641, 0.40668696, 0.7636801, 0.42153865, 0.65055484, 0.86845386,
|
|
0.6452055, 0.6112245, 0.84526664, 0.15358071, 0.7889171, 0.6356269, 0.2515375, 0.86599886,
|
|
0.20071381, 0.20584217, 0.24220705, 0.049883988, 0.77259976, 0.49566683, 0.8112268, 0.49028614,
|
|
0.2187354, 0.70172536, 0.47309682, 0.12539592, 0.13696012, 0.33588144, 0.98134226, 0.537496,
|
|
0.9999663, 0.13245043, 0.5659106, 0.39207155, 0.48483336, 0.49371332, 0.12930158, 0.103645995};
|
|
|
|
static const std::vector<float> idft1d_input_data_1 = {
|
|
4.940035, 3.0077164, -0.43999052, -0.72356576, 0.35775006, -1.1781573, 0.35552078, -0.5878226,
|
|
0.8879826, -1.1602633, 0.71755445, 0.15355057, -0.9307331, 0.48268145, 1.9486318, 1.1295953,
|
|
4.4481335, 5.01757, -0.57099926, -0.85269475, -0.7217729, -0.08008081, -1.1429803, -1.1934547,
|
|
1.2154821, -0.07181215, 0.59362185, 0.44658875, -0.345927, -1.480422, -0.20200539, 0.10152125,
|
|
3.4618404, 3.744587, 0.12548631, 0.8791516, 0.19086862, -0.33497274, -0.69986683, 0.6364535,
|
|
-0.6644666, -0.44771492, -0.8179812, 0.17377639, -0.92110324, 0.26135075, 1.0228279, 1.2105042,
|
|
4.9957, 3.764995, 0.17936486, -0.9405504, -1.2201893, -0.17718112, 1.1820351, 0.5077594,
|
|
-0.052387, 0.86741495, -0.55883414, 0.9524643, -0.68602496, 1.3873026, 0.8653134, -1.17206,
|
|
4.107497, 4.150929, -0.95916677, -0.56429225, 1.1602635, -1.679503, 0.5507363, 0.53716975,
|
|
0.38042903, -0.5240841, -0.33995685, -0.78949994, -0.7040798, 0.05728233, -0.38874817, 0.8814098,
|
|
3.9273133, 5.9265537, -0.80074155, 0.20659067, 1.642705, 0.9759259, 0.85149074, 0.44840366,
|
|
-0.25961697, 0.78995633, -0.039625674, 0.545478, -0.70991015, -1.1269569, -0.68787766, -0.48076022,
|
|
4.848893, 4.6852283, -0.6871975, -0.041547477, -0.91873163, -0.0071051717, -1.4497755, 0.3778788,
|
|
0.7214658, 0.6099715, 1.4334095, -0.07150489, 0.07712549, 1.859364, -0.78209424, -0.97149,
|
|
4.8020935, 4.897006, 0.05723229, -0.21079391, 1.0996364, 0.22791737, 0.7594234, 1.1837918,
|
|
1.1714673, 0.12949562, -0.64135337, -0.5158363, 0.2763425, -0.19547313, -0.06606534, 0.56645525,
|
|
5.3334026, 5.288664, -0.09143779, -0.7460747, 0.2411859, -0.5888344, 1.4911498, 0.52246934,
|
|
-0.1439941, -0.51704764, 0.32441977, 0.35291424, -0.7496793, -0.32638037, -0.6930033, 0.72286314,
|
|
4.4170227, 3.232138, -0.64390934, -1.3210952, -0.58362705, -0.6716566, 0.39952934, -1.1999383,
|
|
0.83216095, 0.8710072, 0.34266293, -0.92789006, 0.46818644, 0.7554455, 2.3088598, 0.26656008,
|
|
4.306201, 4.1061068, -1.286478, -0.14309806, -1.9038618, -0.045521975, -0.43500268, -0.6120295,
|
|
0.3222475, 0.5537019, 1.2264881, -1.5052714, -0.12776875, 0.00045275688, -1.8553859, -0.32851917,
|
|
3.50575, 3.7639909, -0.8274512, 1.2718699, 0.7064032, 1.7913067, -1.4024514, -0.49303484,
|
|
0.8707912, -0.23823786, 0.41937304, 1.443722, -0.396856, 0.56620187, 1.0339032, -0.12736642,
|
|
1.7406936, 4.309397, -0.18755847, -0.46101326, 0.020362198, 0.3217622, 0.7620988, 1.9022003,
|
|
1.2856812, 0.3369981, -1.149087, 0.5562107, -0.31068176, 0.4914955, -0.49307993, 0.34580433,
|
|
5.2527924, 4.527175, -0.029956281, -0.35984623, 1.0824606, -0.360453, 0.19873115, -0.3701315,
|
|
0.53464556, 0.8481753, 1.4529572, 1.012228, -1.037719, -0.6553353, -0.16041204, -0.03164065,
|
|
3.2281785, 4.5399303, 0.3643899, 0.30424678, -0.7776585, -0.3015166, -0.61336106, -0.7931169,
|
|
0.5940609, -0.29862595, -0.02879478, 0.6273444, -1.6805825, -0.17713517, 1.0924593, 0.1301811,
|
|
4.4416904, 3.7987688, -1.3668841, -0.81391287, 0.64007276, 1.0288135, -0.57070565, -0.52160406,
|
|
1.58955, 1.0018709, -0.123293996, 1.390446, -0.5843305, 1.5380195, 0.44350854, -0.26895642,
|
|
4.125044, 3.443525, 0.7636179, 0.10296479, 0.52696383, 0.08359367, 0.6142223, -1.2670981,
|
|
0.3708297, -0.6262324, 0.339195, -0.5216981, -0.34774148, -0.30716318, 1.0757314, 0.4062716,
|
|
4.1163635, 5.389367, -0.1369414, 0.3118773, -0.48302984, 0.07917905, 1.6785579, -0.9954241,
|
|
-0.09528947, -1.517424, 0.85461855, 0.18921553, -0.62187576, -1.1891136, 0.12719542, -0.558237,
|
|
4.492761, 3.6913419, -0.29317212, -1.2950531, -0.03654802, 0.91552365, 0.123229444, 0.514639,
|
|
1.0583864, 0.5574026, -0.13546133, 0.9680127, 0.87852824, 2.559589, -0.3771388, -0.043456703,
|
|
4.574666, 4.013397, -0.06427416, -1.2290373, 0.11051571, -1.2182673, 0.05659631, 0.77380556,
|
|
0.65739393, 0.7978984, -0.19493088, 0.9715779, 0.1553396, 1.2139899, 0.79071796, -0.57862896,
|
|
3.361268, 4.236172, -0.13507411, 0.6842204, -1.1744223, -0.62078804, 2.008315, -1.2499349,
|
|
0.62419355, -0.091858864, -0.5990913, -0.90177983, -0.55390406, 0.40287262, -0.94808567, -1.2203228,
|
|
3.745199, 4.248646, 0.63732016, -0.82302505, -1.9267471, 0.58008444, -0.38652933, -0.9787377,
|
|
-0.1378448, -0.4994706, -0.24433172, 0.09051508, 0.3651026, 0.010821462, 0.9935576, -0.69421434,
|
|
4.5576744, 3.50811, 1.745633, 0.16605312, -1.8684177, -0.33893645, -0.17866233, 0.5833766,
|
|
0.2571981, 0.38861072, -0.5767294, 0.61207676, 0.43722266, -0.28951776, 0.78772557, 0.26002276,
|
|
3.9901466, 2.82238, -1.4889656, -0.1150527, 0.47323376, 0.07621753, 0.16292411, 0.17989358,
|
|
-0.30915606, 0.50516117, -0.38916004, 1.9493489, 0.72058266, -0.067055345, -1.4097221, 0.26290974};
|
|
|
|
static const std::vector<float> idft2d_input_data_1 = {
|
|
25.880518, 25.61235, -2.4660468, -1.9953613, 1.409625, -2.473969, 1.0969357, 0.34850854,
|
|
1.5074215, -0.546504, -0.44522142, 1.482357, -4.297778, -0.41876173, 2.5581412, 1.6702101,
|
|
-0.79171646, 0.87513673, -0.5556948, -1.4017968, 1.6127079, 3.341402, -2.2336023, 0.7553977,
|
|
0.8801464, -1.5552741, 2.8809369, -0.12944597, -0.08941656, -2.4948978, 1.1106122, -0.5771601,
|
|
1.5280423, -3.6573076, -1.325342, -0.75811887, -4.0773964, 0.41215408, 0.24999249, 0.3498589,
|
|
-0.31276864, -2.3484, -0.4591713, -0.04454562, -0.7590859, 2.5111904, 3.1611128, -0.09711918,
|
|
-0.8617741, -3.8058863, -0.0812951, 1.1779473, 2.0081396, -3.9112964, -0.6841551, 0.82309175,
|
|
-0.2995335, -3.7176208, -0.43554613, -2.4067037, -0.81405425, 2.0213914, 2.6072812, 4.772808,
|
|
2.3986423, -1.6369095, 3.009512, -2.2388682, 0.08045465, -2.0042, 3.2657382, -0.93855727,
|
|
1.3121321, 2.0163581, 1.3805538, 1.8802332, 0.20659024, 3.5175233, 2.7225797, -1.7004844,
|
|
1.4864945, 0.6589138, -1.221076, 0.8748032, 1.1129706, -2.4330344, 0.43821555, -4.865236,
|
|
2.2404962, -0.81013864, 1.3837745, 0.13940874, 0.16934663, -2.240356, -0.46793693, 2.7093167,
|
|
27.21336, 25.973133, -3.4792416, -1.1907393, -1.358995, 0.70610523, -0.63712704, -0.22086221,
|
|
3.7741385, 1.4088898, 3.1050003, -1.2238663, -0.45265055, 2.6596098, -0.053786665, 0.12850314,
|
|
1.7713342, -0.92604506, -1.5456572, 0.4535787, -0.4252041, -0.20687354, -0.26421398, -1.5723603,
|
|
0.21247786, -0.19034994, 0.116511285, 3.5963366, -0.9552689, 1.4078308, 0.17855054, -1.2697299,
|
|
0.24928832, -1.3436013, -1.018871, -1.1798176, -2.4574528, 0.14592099, -0.7871367, -1.3267987,
|
|
1.6891341, 0.8528522, -2.194655, -0.7497572, 0.66770875, 1.4708114, 2.0073843, 0.8376069,
|
|
1.7636304, 2.1868649, -0.65098536, -0.6707011, -3.8038197, -1.9890289, -0.15012956, 0.7975005,
|
|
-1.9746995, -0.11563957, 2.8636346, -1.2238576, -1.1479954, 0.40726233, -6.6071806, -1.2827955,
|
|
0.335096, -0.8774332, 0.5047921, -1.7173706, -0.6906272, -2.8883119, -1.7264752, -0.91851616,
|
|
-0.8023921, 2.1811929, 4.4178715, -1.0245608, 1.4208769, 3.714005, 2.626697, -3.0808997,
|
|
-2.2393522, 3.0984519, 2.0667777, 4.0557647, 3.22371, 4.1895566, -5.1335697, 5.5083103,
|
|
1.4301378, -0.47711706, 0.29209352, 0.19667566, 0.9300822, 1.4966636, -2.8442304, -1.1616251,
|
|
22.90476, 26.008162, -0.59333247, -0.9156835, 1.009171, 0.85137844, 2.0695426, -2.0451744,
|
|
4.279478, -0.2552395, 1.3455946, 3.2537463, -4.582932, -0.29923248, 2.0854027, 0.023423433,
|
|
-1.4901955, 1.2697036, 0.12445855, 0.37839913, -0.90889513, -0.96464497, 3.2230172, 5.11582,
|
|
1.7657483, -1.2759314, 1.6806445, -0.48582482, 1.0328861, -0.21219438, -1.8203479, 0.28618455,
|
|
-3.8749995, -2.6027172, -2.7910428, -1.8929406, 0.43884945, -0.8854169, -0.6166424, 3.3119302,
|
|
3.9380612, 1.783706, -2.8637185, 0.45624626, 1.298605, 2.399745, -0.42191154, 0.3671223,
|
|
-4.7169294, -1.4224572, 2.4742305, 0.80807984, -1.4698355, -0.64370054, -0.54362357, 1.729145,
|
|
0.2216661, -0.920482, -3.022968, -1.9300321, -0.09508008, 0.31362647, 1.264819, 1.741091,
|
|
-0.48260987, 0.91905135, -1.2789521, -1.0161536, 0.53328425, 4.0857644, -0.8787215, 2.8750324,
|
|
0.4081546, 2.4881384, -2.2990177, 2.1299765, 0.59928864, 3.988031, -1.8122058, -0.16000175,
|
|
-1.8958641, 1.6846397, 0.9392875, -0.12778088, 0.51960033, -0.5128077, 1.3190198, 0.42644808,
|
|
-2.8990207, 0.20179635, -1.7350545, -0.08684918, -0.11685985, -3.241004, -2.2542362, -0.18299285,
|
|
24.721714, 22.520046, 0.40146637, -2.611894, -4.422385, -0.6061659, 1.7858734, -0.17695832,
|
|
2.1501722, 1.6577435, -2.1397042, 3.6897519, 2.0028722, 3.830699, -0.16294527, -2.0136907,
|
|
2.7324684, -0.48164713, -3.0283842, -1.1742884, 2.3383465, -0.04261756, -1.3686588, 0.50161046,
|
|
0.76707345, 0.40514386, -1.7530769, 2.333971, 2.7187724, 4.413412, -3.610829, 0.57066756,
|
|
0.3970142, -0.89236856, -1.0979964, -4.7337284, -1.6107149, 3.461636, 0.8141506, 1.3783914,
|
|
0.97534364, -1.261203, 0.9644269, -0.4446571, 1.3737998, 1.5714393, 1.5593243, -3.5085554,
|
|
0.10169166, 0.3512014, 2.2333064, 1.7223357, -1.7363904, 0.5177647, 2.1198907, -0.12688133,
|
|
1.7293842, 0.05056551, -0.4828595, -2.333132, -0.4791782, 1.5151871, -0.91205263, 0.0061766207,
|
|
-0.4048485, 2.1922839, 1.728973, 0.9913887, 0.14321594, 1.6313545, -3.389923, -2.5937288,
|
|
-0.36389086, -0.2227447, 0.03589952, -0.069511056, 0.3542207, 2.3090918, 0.45287704, 3.309232,
|
|
-0.59147376, -1.541465, -1.9963981, -1.9641305, 5.0686407, 0.53117156, 0.77804404, 4.1053996,
|
|
1.0922346, 2.7149107, 2.5625482, 2.6316533, -0.69931746, 1.7177012, 0.4107918, 1.375428787};
|
|
|
|
static const std::vector<float> idft3d_input_data_1 = {
|
|
100.72035, 100.11369, -6.1371527, -6.7136793, -3.3625832, -1.5226498, 4.315223, -2.0944858,
|
|
11.711212, 2.2648964, 1.8656702, 7.201989, -7.3304863, 5.772318, 4.4268136, -0.1915536,
|
|
2.2218904, 0.7371478, -5.005279, -1.7441093, 2.6169558, 2.1272666, -0.64345765, 4.800469,
|
|
3.6254454, -2.6164103, 2.9250154, 5.315038, 2.706975, 3.1141493, -4.1420155, -0.99003804,
|
|
-1.7006547, -8.495995, -6.2332516, -8.564608, -7.7067156, 3.134292, -0.33963704, 3.7133825,
|
|
6.2897673, -0.9730439, -4.5531178, -0.7827141, 2.581028, 7.953187, 6.305909, -2.4009464,
|
|
-3.7133813, -2.690277, 3.9752584, 3.0376637, -5.0019054, -6.0262628, 0.7419828, 3.2228546,
|
|
-0.32318294, -4.7031775, -1.0777391, -7.8937283, -2.5363095, 4.257466, -3.6471338, 5.237282,
|
|
1.8462799, 0.5969913, 3.9643247, -3.981004, 0.0663265, 0.82460785, -2.7293837, -1.5757694,
|
|
0.55400586, 6.462948, 3.5353048, 2.9161394, 2.580977, 13.528652, 3.98995, -1.632153,
|
|
-3.240194, 3.900541, -0.21140909, 2.8386583, 9.924921, 1.7748868, -2.5982907, 5.174925,
|
|
1.8638494, 1.6294506, 2.5033612, 2.8808913, 0.2832532, -2.2669961, -5.155612, 2.7401254,
|
|
6.428844, -2.8874602, -0.45156026, 2.8010314, 1.7127267, -6.3887377, -1.0165125, 4.816684,
|
|
-3.0209088, -1.9152341, -6.7044344, -7.0160933, -0.8859364, 2.3359919, 2.614932, 1.5376289,
|
|
0.2540813, 0.56656873, 0.947714, -3.2629232, 2.3573487, 7.069599, -7.53059, -5.4648676,
|
|
-1.4810953, 0.27525342, 2.4626575, -1.5132098, -4.127886, 1.3913381, 1.090563, -4.6527243,
|
|
4.9518104, -0.906865, 5.0196123, 1.055696, -7.831962, 2.144308, -1.838556, -1.3607846,
|
|
-2.1367745, -4.8458967, 2.0994475, 2.6582882, -2.158319, 0.8175374, 7.929186, -0.9123031,
|
|
5.690818, -4.0453672, -4.948562, 3.2541595, 0.9711809, -1.2001665, 0.78384995, 1.3639677,
|
|
-0.6874037, 0.9069457, 3.6966968, -3.823165, -1.826899, 2.3765814, 0.0534904, 8.726845,
|
|
-0.18846548, -3.2959056, 1.5797036, 0.0014669895, -4.9724956, -5.2561207, 5.819672, -5.477039,
|
|
3.3079143, -0.033277154, 2.7245224, -4.631716, 1.0122153, -1.5371637, -1.8553452, -3.7143025,
|
|
8.022276, 0.62215286, 3.8595328, -3.060592, 4.2517557, -0.075296044, 0.5221062, 0.6199312,
|
|
1.9474881, -1.3498385, 0.6838516, 2.4967105, 0.06516862, -0.6287519, -0.7507546, 6.147333,
|
|
-3.149796, 3.1273334, 0.018394649, 0.8915896, 8.200176, -1.7225304, 2.0177326, -1.2988436,
|
|
-0.13740933, -3.868376, -0.06492156, 2.2702193, -10.430931, -7.2083035, 4.860276, 3.578821,
|
|
-6.7857146, 3.5525331, 4.142806, -0.3026886, -1.20933, 2.6262493, 2.6222875, 6.941968,
|
|
1.6663432, -3.0459986, 6.198147, -6.5455766, -0.8200346, -8.528335, 2.722542, 0.4080863,
|
|
-2.993259, -4.024056, -1.999518, 3.2624865, 0.42962015, -4.08082, -0.39366418, 3.6101956,
|
|
0.9608154, -0.15634394, -2.0926623, 1.6061159, -1.5019901, 1.8686844, -0.8275065, 2.9409513,
|
|
-7.4440265, -7.7664104, 0.8106141, 0.9343933, 6.078513, -3.0837321, -3.1975398, 1.8816166,
|
|
0.16744804, -4.573029, -5.839288, -0.7797469, 0.71803975, 0.41256714, 11.391333, 7.790516,
|
|
1.9857845, -2.0327086, -0.5032053, -2.5290394, 1.16115, 3.3385215, 7.5034156, 5.4487205,
|
|
2.886569, 2.5460477, -5.3722363, 5.1042805, -0.9692185, 1.4824567, -2.1692014, -2.0888186,
|
|
2.4214573, 0.78656745, -0.3521694, -1.3446121, -6.659781, -7.66657, 6.1127615, -14.052498,
|
|
-3.1808968, -2.8461368, -3.2059226, -2.7757711, -0.17827892, -8.695724, -0.2887354, 2.312519,
|
|
-0.4773283, 2.095835, -3.293869, -4.960386, -0.9118179, -0.2619573, -0.92870337, -0.029317379,
|
|
-2.5232022, 1.3327014, 3.1228013, 3.4733155, 1.4562413, -2.5750513, -1.6694541, 1.7559463,
|
|
1.142877, -1.3557005, -2.30802, -0.29746848, 2.6858592, 1.5424967, -3.3826494, -3.2559767,
|
|
-0.2901088, -0.83393717, -0.06207335, 2.225967, 1.8832793, -5.9567456, 4.7713566, 2.9260354,
|
|
5.854274, -1.2023156, -2.0882115, 1.2139479, -1.2005312, 0.4508332, 3.571826, -4.5633574,
|
|
-6.3648844, -3.4183156, 2.7096481, -3.659875, -1.957063, -0.5946456, -0.76313734, -0.016180754,
|
|
2.0194921, -0.72149086, -0.16249031, -2.5144238, 5.9847684, -5.335026, -1.0649127, -3.176074,
|
|
-0.3549943, -6.501223, 1.4781482, 2.8698225, 0.3889513, 1.0389466, 2.6314335, -2.6634102,
|
|
5.950971, -1.8160157, 6.9972243, -2.4468954, 4.066836, -6.923808, 2.4692469, -2.1501422,
|
|
-1.4999585, -0.91028214, 4.634622, 4.132228, -1.7976125, 0.59614825, 10.924917, 0.63333595,
|
|
-1.2575581, -2.6736045, -8.180259, 5.0657587, -3.065015, -3.7651565, -2.2837136, -11.203299,
|
|
8.331546, -0.6740327, 5.5538063, -2.0441968, 0.5072439, 2.630047, 4.323353, -0.3627143};
|
|
|
|
static const std::vector<float> expected_idft2d_signal_size_results_1 = {
|
|
0.35605296, 0.34874853, -0.05017762, 0.019962106, 0.019251583, 0.13608973, -0.014922479,
|
|
0.04271815, 0.010398432, 0.025212493, 0.0796304, 0.11609333, 0.038195945, 0.044737395,
|
|
0.03563052, -0.026620463, -0.01258824, -0.12605664, 0.4239486, 0.41011444, -0.061647452,
|
|
0.00044958064, -0.06847432, 0.047905806, 0.062185094, 0.06219103, 0.058658686, 0.021337016,
|
|
0.052691586, 0.08597042, 0.047829624, -0.0079172375, 0.08269539, -0.049927484, 0.004909183,
|
|
-0.13700642, 0.34188202, 0.3957634, -0.05613245, 0.002547276, -0.12465724, 0.078391984,
|
|
-0.024422595, 0.034788877, -0.009830318, 0.008629954, 0.045807023, 0.0015473965, 0.08764248,
|
|
0.026886743, 0.048212234, -0.10233939, -0.00421264, -0.043676328, 0.39110252, 0.3343233,
|
|
0.022979043, -0.059183322, -0.009643566, 0.13861291, -0.0074428986, 0.080656774, 0.03761088,
|
|
0.025686212, -0.0036547848, 0.07562487, 0.107067585, 0.009425696, -0.02972116, -0.06653358,
|
|
-0.014267657, -0.15654333, 0.37992036, 0.3379705, -0.05845514, 0.02229193, -0.0664153,
|
|
0.01909803, -0.03232333, 0.008668827, 0.050338943, 0.030897861, 0.054762725, 0.03359122,
|
|
0.071066484, -0.00017446809, 0.02377109, -0.11749724, -0.005592843, -0.077366814, 0.34532386,
|
|
0.39782873, -0.09539609, -0.024212658, -0.08361015, 0.028037548, 0.06844571, 0.08882976,
|
|
-0.024732176, 0.059495773, 0.05300445, 0.030497046, 0.11334491, -0.010473651, 0.07064287,
|
|
0.03975949, -0.07145635, -0.045089867, -0.07608327, 0.021705426, 0.07362527, -0.041599143,
|
|
-0.054502584, -0.02229002, 0.02848531, -0.065663904, -0.035630893, 0.024472319, -0.04410272,
|
|
-0.0011307478, 0.0016347846, -0.067072116, 0.04176219, -0.057980362, -0.015640466, -0.011828707,
|
|
-0.1550631, 0.10193367, -0.023138944, -0.020066634, -0.014149333, -0.098568134, -0.0329638,
|
|
-0.0011906491, -0.013988529, 0.011451623, 0.0027864417, 0.05226567, 0.023412103, 0.00374918,
|
|
-0.056059547, 0.036750186, -0.0046249777, 0.013725244, -0.12065297, 0.07273325, 0.0042614806,
|
|
0.046293974, -0.023597008, -0.057033, -0.02165605, 0.051990334, -0.033027273, 0.022346405,
|
|
0.021624766, 0.017643817, -0.059393693, -0.011430228, 0.029003588, 0.05565236, 0.04070292,
|
|
0.014539276, -0.0682714, 0.06363358, 0.0029064484, 0.02769554, -0.043081302, 0.024188243,
|
|
-0.006092675, -0.0041437447, 0.025472214, 0.039816964, -0.044346157, -0.060146388, -0.020552356,
|
|
0.075017385, 0.009120548, 0.0109255845, 0.068151034, -0.023064155, -0.121187955, 0.08082092,
|
|
-0.043018054, -0.02795456, 0.011519067, -0.01887376, 0.03047559, -0.06496317, -0.019677995,
|
|
0.004774744, -0.021283617, -0.009544955, -0.027493106, 0.061126392, 0.0617069, 0.031720735,
|
|
-0.025023961, -0.075449966, -0.14747246, 0.08565785, 0.039090306, 0.0038568007, -0.048530135,
|
|
-0.019006917, -0.0034149592, 0.014780279, 0.024263024, -0.00827444, -0.030654684, 0.06013131,
|
|
0.009361195, 0.04277391, 0.010400491, 0.054690998, -0.0024832455, 0.008213211, 0.017274184,
|
|
0.15904737, 0.058829676, 0.007716746, -0.07915838, 0.08207793, 0.015012445, 0.01614127,
|
|
-0.05450456, -0.037097495, -0.014707568, -0.023024952, 0.05446966, 0.03376894, 0.049058244,
|
|
-0.021138508, 0.04486409, -0.054837674, 0.026894543, 0.13050343, -0.006895314, -0.006578704,
|
|
-0.052172694, 0.024099395, 0.00078074407, -0.04804568, -0.0020129893, 0.028822804, -0.034898415,
|
|
0.07210272, -0.0097800465, -0.051137194, 0.0023688707, -0.033898205, 0.017479278, -0.03854542,
|
|
-0.036365107, 0.12087566, 0.024605379, -0.07259585, -0.027661474, 0.05020386, -0.02654937,
|
|
0.002109358, 0.0036475442, 0.026421547, 0.045489445, 0.027975991, -0.046253216, 0.018246949,
|
|
0.015081541, -0.0035609512, 0.008914807, 0.022435194, 0.036099557, 0.123795256, -0.019682797,
|
|
0.0081835855, 0.01935591, 0.052482475, 0.016099557, 0.014442227, -0.038650487, 0.014238742,
|
|
0.030578831, 0.013300121, 0.009864425, 0.0598111, 0.046959084, -0.042435378, 0.03186508,
|
|
0.012782564, 0.018486261, 0.13155045, 0.031053057, -0.02132215, -0.023451997, 0.02523235,
|
|
-0.02468166, 0.02662655, -0.024940018, -0.0108131105, -0.0042828214, -0.028867293, -0.04255884,
|
|
-0.024206718, 0.11273433, -0.066240355, 0.0306156, -0.024481589, 0.08500185, 0.16354619,
|
|
-0.088644646, -0.024336763, -0.05789602, 6.998115e-05, -0.043813612, 0.026284585, 0.0068632537,
|
|
0.0004248606, -0.05440126, -0.06935504, 0.030324984, 0.0013237847, -0.012008667, 0.02037527,
|
|
-0.0009333448, -0.071275614, 0.1135454, -0.08395175, 0.047969148, 0.055604927, 0.0189245,
|
|
-0.03606843, 0.0006258389, 0.022486897, 0.03366298, -0.031173265, 0.07229443, -0.014791926,
|
|
-0.0021743802, -0.012238768, 0.024743382, 0.0043328307, -0.026065504, -0.02907504, 0.13310593,
|
|
0.033718396, -0.0198984, -0.025202168, -0.002696252, -0.030676337, 0.08850493, 0.032282893,
|
|
-0.036327668, -0.0015227132, -0.017257914, 0.016897412, 0.046358045, -0.011470813, -0.022871837,
|
|
-0.04586317, -0.041991945, -0.052629452, 0.08895524, -0.024078613, 0.022111418, 0.05226525,
|
|
-0.040480733, 0.008305485, -0.03975329, 0.03907805, -0.022432908, -0.020524755, -0.045322362,
|
|
0.015144711, 0.0486015, -0.062878706, -0.018669453, -0.0444292, -0.026520465, 0.04212131,
|
|
0.13955119, 0.037846, -0.069351114, -0.062554084, -0.039485786, 0.06294745, 0.014536775,
|
|
0.07071033, 0.0020498342, -0.003970201, -0.021590997, -0.007638035, -0.002107262, -0.0009632535,
|
|
-0.099295944, 0.04266729, -0.010463878, -0.036356337, 0.12848328, 0.00076921255, 0.029934544,
|
|
0.062316064, -0.036580022, 0.019605635, 0.019597089, 0.043524865, 0.02382575, -0.035777867,
|
|
0.07316227, -0.023159584, 0.027851636, 0.020242432, 0.017187908, 0.038080517, 0.019080264,
|
|
-0.015698584, 0.07482712, 0.077297814, -0.0320183, 0.016496757, -0.011164234, -0.050667573,
|
|
0.07790394, 0.008236007, 0.040544845, 0.021768719, 0.054870743, -0.027450528, -0.00052189163,
|
|
0.066775165, 0.08357497, -0.0057824906, -0.0033803424, 0.0009435627, 0.13810344, -0.11135888,
|
|
0.044955265, 0.033883553, -0.017544864, 0.0026577704, 0.01076552, -0.053345937, 0.0032790357,
|
|
0.0026602354, 0.04282249, -0.04054511, 0.029172834, -0.04432436, 0.003725277, -0.063187025,
|
|
-0.031367887, 0.01675014, 0.06535116, -0.118762106, 0.017369088, 0.035345916, -0.029028835,
|
|
-0.02536158, -0.016617399, -0.024160875, -0.008315794, -0.056838598, 0.017103666, -0.0198483,
|
|
0.017564027, -0.05325589, -0.024262477, -0.034148794, -0.027664784, 0.006907692, 0.11082979,
|
|
-0.1492285, 0.056463942, 0.048155528, 0.013185428, 0.045351695, 0.0060724937, 0.0034848584,
|
|
0.011533654, 0.052700933, 0.03514185, -0.040892825, -0.05964364, -0.012769441, 0.0062652444,
|
|
0.01570539, -0.036600873, -0.009507085, 0.056595936, -0.14126535, 0.0154320365, -0.034443073,
|
|
0.051318757, 0.00806037, 0.0044386787, -0.0044951793, 0.020322146, -0.034489576, 0.03268032,
|
|
-0.031927057, -0.022262735, 0.020510584, 0.012746443, -0.062045496, -0.046817604, 0.033580557,
|
|
0.050686605, -0.089896716, -0.04283018, 0.061590493, -0.0042343163, 0.0010036799, -0.07836513,
|
|
-0.030185085, 0.013559818, -0.031685624, 0.005115925, -0.00680789, -0.056500684, -0.026287887,
|
|
0.03808572, 0.020346357, -0.088252544, 0.0040820944, 0.078687795, -0.06582461, -0.022862282,
|
|
-0.028989157, 0.006826234, 0.055067796, -0.013546096, -0.011523222, 0.051062543, 0.020392258,
|
|
0.029074619, -0.020586526, -0.051861648, -0.07769388, 0.014526297, 0.049357798, 0.023303697,
|
|
0.028278539};
|
|
|
|
static const std::vector<float> expected_idft2d_signal_size_results_2 = {
|
|
0.5531721, 0.5459923, 0.53077924, 0.45617008, 0.62682444, 0.4433094, 0.5129144,
|
|
0.50332, 0.5066039, 0.56471866, 0.47238868, 0.60442054, 0.6557239, 0.57886696,
|
|
0.33827496, 0.4746061, 0.017551398, 0.09725249, -0.07586281, 0.052343242, -0.048901137,
|
|
0.08368729, 0.0050727627, -0.02984579, 0.07444677, -0.044774584, -0.019407284, 0.07174803,
|
|
-0.071770966, -0.020957068, -0.016136957, -0.04693111, 0.07191557, 0.08927296, 0.12441727,
|
|
-0.092424, -0.01244832, -0.005490934, -0.060569115, -0.0150122, -0.01933651, 0.13378121,
|
|
0.021377748, 0.0051260735, 0.009875215, -0.070481166, -0.058303483, -0.019897204, -0.060325067,
|
|
-0.028948829, 0.0055089346, 0.08009351, 0.087592974, 0.00092710555, -0.10650317, 0.0104219075,
|
|
-0.06024557, -0.06649129, 0.06629865, -0.084809154, -0.05111746, -0.05951735, -0.0359336,
|
|
0.0362291, -0.027899336, -0.03341895, 0.007909834, -0.17460391, 0.10611749, -0.19431858,
|
|
-0.078860685, 0.034915417, 0.022309989, 0.050277736, -0.040946655, -0.010924172, -0.004921656,
|
|
-0.019811844, -0.054569744, -0.006115485, 0.022424622, 0.055955783, -0.03958866, -0.0466471,
|
|
0.0039734766, -0.022997241, 0.034312718, 0.0489372, 0.0939427, -0.02093338, 0.035248347,
|
|
0.080642335, 0.0014786869, -0.05117652, -0.059213143, -0.013066596, -0.027215272, 0.004328589,
|
|
0.009883429, -0.053747736, -0.0017252862, 0.04527414, 0.08669756, 0.019889932, 0.0016308328,
|
|
0.0018331807, -0.012666961, 0.037029736, -0.035201322, 0.019991955, -0.041291635, 0.01272665,
|
|
0.020465642, -0.06784999, -0.029143205, -0.037824143, -0.025811557, -0.035826147, -0.04326462,
|
|
-0.13283135, 0.026578283, 0.021154713, -0.0041265786, -0.02021577, 0.12614238, 0.012778981,
|
|
-0.123238616, 0.1492135, 0.16534506, -0.04627829, 0.15229645, -0.010591989, -0.005314323,
|
|
0.009578362, -0.005720541, -0.04372243, -0.09534259, -0.04803379, 0.0036502792, 0.062245272,
|
|
0.028041288, 0.027935838, 0.0050014853, -0.026800316, 0.056877077, -0.08855667, 0.07485318,
|
|
0.02165105, -0.056792222, -0.016549474, -0.0066841, -0.0007561048, 0.026854377, -0.031430766,
|
|
0.016276611, 0.09684428, 0.0077378256, -0.0139363315, -0.034977213, 0.0026719074, -0.0012400001,
|
|
-0.06140579, 0.023358472, 0.04847327, 0.0026738036, -0.034708705, 0.10151848, -0.02879948,
|
|
-0.036970478, 0.011776146, 0.09303403, -0.017509384, 0.024898935, -0.011924837, 0.03665485,
|
|
0.044002272, 0.023127712, -0.026069423, 0.022224244, -0.023364877, -0.0311188, -0.007990571,
|
|
0.056824386, -0.058673047, 0.033350483, -0.042721074, -0.085414425, 0.026290055, -0.0075933933,
|
|
0.031163601, 0.03621967, 0.04487782, 0.0068412423, -0.022031706, -0.010444781, 0.13619763,
|
|
-0.010095239, 0.0065898895, 0.025147736, -0.08364924, -0.06432001, -0.07871698, -0.07807772,
|
|
0.13074839, -0.0009094676, 0.07872045, 0.000616769, -0.037552796, -0.027768552, -0.17855327,
|
|
0.065752104, 0.084788814, -0.008025914, 0.025628176, 0.10260405, 0.021223223, -0.05137205,
|
|
-0.01334117, -0.018114587, -0.1144638, 0.071344875, 0.12335855, -0.03352583, 0.08413311,
|
|
0.023557603, 0.058695108, -0.03169672, -0.015069341, 0.028463965, -0.08081926, 0.023019042,
|
|
0.07448329, 0.029195376, -0.0031292937, 0.002979553, -0.01043473, 0.020290421, 0.035948016,
|
|
-0.013068214, -0.14437002, 0.013984859, -0.026999082, 0.072234645, 0.010123427, -0.023727309,
|
|
-0.119222626, -0.120623514, -0.101863846, -0.018985119, -0.12936139, -0.11510106, 0.012450467,
|
|
-0.12286782, 0.01851142, 0.0049175275, 0.012761181, -0.043844607, 0.026183426, 0.0005732278,
|
|
-0.004507631, 0.0037628661, -0.02520454, -0.058891308, -0.031899434, 0.011502794, -0.092772305,
|
|
0.020212494, -0.0156601, -0.013763661, 0.0047018034, -0.044270985, -0.028510189, 0.044463784,
|
|
-0.025488352, -0.15637311, 0.023329355, 0.057855785, 0.05939971, -0.025778957, 0.029527873,
|
|
-0.11892979, -0.030715317, -0.04786273, 0.04135018, -0.090043366, 0.0073567554, 0.053930283,
|
|
0.043262, -0.00688985, -0.03498016, 0.08282997, 0.042204063, 0.06849226, -0.049501877,
|
|
-0.08085754, -0.03302276, 0.05100158, -0.05726403, 0.10648756, -0.025262028, -0.041605346,
|
|
0.041689955, 0.08840984, -0.004173999, 0.09688242, 0.024852356, 0.07658803, 0.048349112,
|
|
0.06762494, 0.024731234, 0.068337604, 0.0049590766, 0.05193726, -0.039766233, -0.019074153,
|
|
0.015802756, -0.00874117, -0.024977459, 0.000706623, -0.028027793, 0.03868606, -0.124708645,
|
|
-0.041894287, -0.0005582869, 0.0131178945, 0.019812506, -0.015669182, 0.014672056, -0.047444712,
|
|
0.019266268, 0.0442128, -0.09576817, 0.060629286, 0.016271904, -0.059490584, 0.013682982,
|
|
0.019443592, 0.03937396, 0.018371474, 0.01281172, 0.086036205, -0.033354387, 0.05017164,
|
|
-0.122697085, 0.02376157, -0.05981153, 0.08532616, -0.03525166, -0.025003593, -0.011591822,
|
|
-0.020989612, 0.041963816, 0.031429403, -0.007031359, 0.08429086, -0.03850344, 0.035511702,
|
|
-0.04003218, 0.004656136, 0.02909784, -0.10617155, -0.02204068, -0.02427197, 0.020434562,
|
|
0.09787702, -0.050744973, 0.08300381, 0.0710342, -0.031391703, -0.029119622, 0.015069126,
|
|
-0.0054880977, -0.024989244, 0.011621267, 0.021875506, -0.06613677, 0.00016721214, 0.12602335,
|
|
-0.05614292, 0.07607715, 0.030650944, -0.09098706, 0.055347808, 0.0016167786};
|
|
|
|
static const std::vector<float> expected_idft2d_signal_size_results_3 = {
|
|
0.51965636, 0.46109518, -0.03224531, 0.122318566, 0.13996802, 0.04999275, -0.09620099, 0.0069011925,
|
|
0.664382, 0.58964956, -0.031338193, -0.14712875, 0.082166344, 0.07589669, 0.03586609, 0.0057471097,
|
|
0.5606513, 0.5847055, -0.1474433, 0.08164762, -0.02039446, -0.023951799, 0.0067006624, -0.023108874,
|
|
0.6620194, 0.27644622, 0.06533013, 0.19844143, 0.050010286, 0.0615575, -0.08088175, 0.019728234,
|
|
0.54816973, 0.43787545, -0.1545186, -0.11976641, 0.06782712, -0.050659865, 0.018574938, -0.042057663,
|
|
0.43190402, 0.5899364, 0.011021944, -0.08617622, -0.035539385, -0.009537175, 0.1456467, 0.21298885,
|
|
0.20042025, -0.06154151, -0.0033541308, 0.027834859, -0.10164561, -0.10600591, 0.1779365, -0.053386994,
|
|
-0.05831848, -0.05998933, -0.08526638, -0.074515656, 0.022936836, 0.07827924, -0.10342336, -0.08194167,
|
|
-0.12801322, 0.06166912, 0.025966948, 0.12110167, 0.023929987, 0.034466177, -0.039979175, -0.016688354,
|
|
0.07164687, 0.12428331, 0.06549715, 0.03601643, 0.020718133, -0.0071917605, 0.009838374, 0.0040146103,
|
|
-0.013233974, -0.030871946, 0.047197368, 0.0123527115, -0.056864895, -0.046955965, -0.004868932, -0.17846301,
|
|
0.06855715, 0.027679857, -0.1500722, -0.056670498, -0.14638877, 0.023189232, -0.029592723, 0.052305903,
|
|
0.12751302, -0.2093656, -0.07194336, -0.008120443, 0.07343415, -0.031670257, 0.046054944, -0.057585027,
|
|
0.0018484419, 0.00040499022, 0.053662326, -0.06284372, -0.13057502, -0.07417334, -0.042746447, -0.013483183,
|
|
0.007553713, -0.15385008, -0.08656611, 0.0701028, -0.067524604, 0.026846979, 0.07731889, 0.002451243,
|
|
-0.068792164, 0.020291083, 0.014570983, 0.0130328, -0.0557093, -0.08878534, -0.1661258, -0.009066362,
|
|
0.03486307, 0.08238177, -0.12802714, 0.093373135, 0.08243198, -0.02568413, 0.034321107, 0.12715237,
|
|
-0.08129562, 0.1487139, 0.10971667, -0.045825522, 0.12990095, 0.041814834, 0.03660839, 0.012229371};
|
|
|
|
static const std::vector<float> expected_idft2d_signal_size_results_4 = {
|
|
0.50069946, 0.4904276, 0.009259958, 0.01438915, -0.008930033, 0.1685353, 0.027075492,
|
|
0.05019591, 0.123547375, 0.010753404, -0.006528951, 0.06896549, -0.018036481, 0.0016257297,
|
|
-0.05024746, -0.078786865, 0.5961777, 0.57672334, 0.011319853, 0.0018033399, -0.029748872,
|
|
-0.03491377, 0.03782171, 0.05982995, 0.11184341, 0.05324241, -0.0040071756, 0.012312844,
|
|
0.049088746, -0.044715118, -0.01899992, -0.082886636, 0.48077154, 0.5565423, 0.014818694,
|
|
0.026350802, -0.12203966, 0.0050221197, -0.035045236, 0.007882977, 0.012806054, -0.04235148,
|
|
0.06831992, -0.027629035, -0.04750082, -0.057690993, 0.008230133, 0.035048254, 0.5499879,
|
|
0.4701421, 0.14410123, -0.058395956, -0.013658326, 0.11536215, -0.018243652, 0.04704798,
|
|
0.069733724, 0.0700257, 0.019510295, -0.06851628, -0.09657783, 0.023751881, -0.03731589,
|
|
-0.12183073, 0.534263, 0.47527096, -0.0118961595, 0.038099527, -0.023198979, -0.016842058,
|
|
0.020281151, -0.06888728, 0.04158451, -0.006500121, 0.017227922, -0.023705663, -0.065157875,
|
|
-0.061886493, 0.00823769, -0.013699137, 0.48561165, 0.55944663, -0.029265663, -0.028232932,
|
|
-0.031501852, -0.056778878, 0.026412688, 0.12899265, 0.006460272, -0.014392011, 0.04032879,
|
|
-0.026880052, 0.0731035, 0.09133217, -0.10169062, 0.05235266, 0.06892046, -0.0295484,
|
|
0.105304524, 0.0118386075, 0.0025054235, -0.025319275, 0.09081747, 0.036444083, -0.014070861,
|
|
-0.05731819, -0.0084318025, -0.12696962, 0.03937552, -0.074440725, -0.047060557, -0.020518059,
|
|
-0.052758366, 0.022431955, -0.03708367, -0.02261317, 0.06566422, -0.022002619, 0.019627463,
|
|
-0.031626925, 0.04216373, -0.012684815, -0.054740556, -0.0037655067, -0.10157557, 0.039671652,
|
|
-0.0487277, -0.0116044395, -0.02558843, 0.036774725, -0.06290054, 0.041731425, 0.046522886,
|
|
0.007584708, -0.063871264, 0.014685718, -0.026041836, -0.028664894, -0.05809094, 0.028512653,
|
|
0.029267922, 0.043192253, 0.037230983, 0.019329412, 0.049078666, 0.019939065, -0.016842797,
|
|
0.012881201, -0.026447453, -0.0014885329, 0.018214535, 0.004656654, -0.09413797, 0.026110932,
|
|
0.061685666, 0.056731943, -0.019016284, 0.0042851716, 0.06388497, -0.043995842, -0.01923573,
|
|
0.014247827, -0.027373053, -0.067749165, -0.020197151, -0.0062670596, 0.044943634, 0.04798174,
|
|
-0.0048591197, 0.0052249283, 0.035372503, 0.048372734, 0.010621414, -0.056204394, -0.044176046,
|
|
-0.11560526, -0.035333157, 0.0016496852, -0.013274903, 0.078784436, -0.022540363, -0.032977562,
|
|
-0.012144292, 0.03639986, 0.018095985, 0.10897899, -0.004816832, -0.0037983656, 0.012832675,
|
|
0.035309885, -0.06408509, 0.017382117, -0.08315392, -0.033107996, 0.08171202, 0.07782332,
|
|
-0.06865839, -0.10764925, -0.054046266, -0.005835831, 0.012306612, -0.06220748, 0.07638017,
|
|
0.013183124, 0.041668497, -0.055150427, 0.011025649, 0.0047506727, 0.010130197, 0.019823164,
|
|
-0.03397094, 0.002564197, -0.056729004, -0.09857107, 0.09008947, 0.031346098, -0.0024604239,
|
|
-0.0047197156, -0.0550084, -0.110036984, -0.026545763, 0.017181754, -0.018559802, 0.007102821,
|
|
-0.062645376, -0.038759947, 0.11738676, 0.057442024, -0.0405657, 0.00024135411, -0.017878262,
|
|
0.042187072, -0.017206412, -0.004294824, -0.15039666, 0.017837571, 0.010826452, 0.017910408,
|
|
0.022387126, 0.038914144, 0.039849013, 0.0025931299, -0.062299855, -0.031667564, -0.06573889,
|
|
0.067470476, -0.024389353, 0.09938391, 0.026338965, 0.046804663, 0.018697795, 0.06765098,
|
|
0.06032055, 0.029475141, -0.036904067, 0.012176782, -0.019729197, -0.0006175935, 0.05483261,
|
|
0.042380556, -0.04253985, 0.0012245048, -0.020328768, -0.013062598, 0.0053691603, -0.065394655,
|
|
0.05558199, -0.021914857, 0.1706096, -0.03785784, -0.020459495, -0.01513383, 0.017118126,
|
|
0.14779843, -0.005776977, -0.03670439, -0.051734768, -0.08797553, 0.024524372, -0.083074294,
|
|
-0.028641924, -0.031074718, 0.11779925, -0.0073087253, -0.0006238073, -0.025388103, 0.043085426,
|
|
-0.019948414, 0.13103837, -0.05180665, 0.04730244, 0.037148323, -0.041258633, 0.024768397,
|
|
0.025847614, -0.06161034, -0.010785304, -0.03626065, -0.016979318, -0.02865681, -0.01828878,
|
|
-0.019304248, 0.03128355, 0.0041085277, 0.0024671853, 0.008217737, 0.03448409, 0.030935789,
|
|
-0.022427216, -0.0295653, -0.073335916, -0.0037255269, 0.00038855523, -0.0448144, -0.029116416,
|
|
-0.047692195, -0.011189029, -0.022148391, 0.01491251, -0.01919859, 0.0401923, -0.08648369,
|
|
0.058548566, 0.02578877, 0.00094457157, 0.019820662, 0.0145471115, -0.04303372, -0.052616134,
|
|
0.019346833, 0.052684337, 0.060835492, 0.031265024, -0.045283258, -0.052162454, 0.016602138,
|
|
-0.014453076, -0.022049919, 0.043205604, -0.069325164, 0.020091549, -0.007931273, -0.04543579,
|
|
-0.03203051, -0.008483101, -0.034514427, 0.04786063, 0.007603269, -0.097250104, -0.079659835,
|
|
0.032755584, 0.036081, 0.018139064, 0.029964916, -0.06415692, 0.0974453, -0.002073994,
|
|
0.029044904, -0.08739063, -0.06471936, 0.0054590777, 0.0011593401, -0.039340377, 0.064394005,
|
|
0.028959818, -0.053989142, -0.06349799, 0.07390169, 0.02351752, 0.03192448, -0.037667163,
|
|
-0.07394214, 0.017038213, 0.036862355, -0.043745972, -0.014133457, -0.028366454, 0.03523228,
|
|
-0.04687486, 0.0940376, 0.120025754, 0.020736795, 0.022597576, -0.023962533};
|
|
|
|
static const std::vector<float> expected_idft2d_signal_size_results_5 = {
|
|
0.43990576, 0.37177825, 0.018297018, 0.13355713, 0.09609352, 0.04071089, -0.092824854,
|
|
0.03483837, 0.52699745, 0.4414857, 0.017332105, -0.043757387, 0.06474239, 0.06351439,
|
|
-0.0062755626, -0.028125575, 0.39462435, 0.4589463, -0.100476444, 0.031446725, 0.0050833533,
|
|
-0.07491388, 0.0050572394, -0.012939147, 0.5018034, 0.2513064, 0.06601329, 0.12563014,
|
|
0.01634291, 0.012481438, -0.09012963, -0.0073484736, 0.45544818, 0.3760468, -0.06427583,
|
|
-0.043393508, 0.057562195, -0.019032322, -0.031661525, -0.056141183, 0.34964913, 0.43898678,
|
|
0.03130693, -0.058825802, -0.076260805, 0.013013445, 0.070871785, 0.17149778, -0.06417048,
|
|
-0.06922141, -0.040472697, -0.062998466, -0.058540687, 0.031437594, 0.08273152, -0.12060501,
|
|
-0.2061106, 0.118685186, -0.0009581372, -0.08492219, -0.0041653924, 0.0067129806, -0.06255558,
|
|
0.05957415, -0.118542455, 0.14462362, -0.009236974, 0.022580916, -0.03849992, 0.03493386,
|
|
0.0035450687, 0.010597763, -0.0013405303, 0.11584599, -0.03715597, 0.010403095, -0.020171534,
|
|
0.021085449, -0.018025603, 0.006588485, -0.1273406, 0.058172766, 0.0065336376, -0.09943622,
|
|
-0.0022615304, 0.00024407124, -0.030914608, 0.022675768, -0.15166818, 0.07935919, -0.040845793,
|
|
0.016231818, 0.039729055, 0.07636168, 0.0033444613, 0.07087032, 0.117220305, 0.15729488,
|
|
-0.048147924, 0.094027564, -0.023140147, -0.07949994, 0.045205563, -0.00916888, 0.0492486,
|
|
0.115183815, -0.08267819, -0.029814515, -0.014258375, 0.08933942, -0.010548074, -0.09738556,
|
|
-0.09092414, 0.11030196, 0.0021819957, 0.08301844, 0.0689266, 0.030335644, -0.019274916,
|
|
-0.0315443, 0.050106198, 0.19658162, 0.0503511, 0.07378791, 0.027816363, -0.0067463894,
|
|
0.0042154863, -0.0070224535, 0.030608267, 0.1334948, -0.0040946133, 0.070922405, -0.02647118,
|
|
-0.040317588, 0.072931446, -0.15662149, 0.086943075, 0.18035986, -0.064264745, -0.06842194,
|
|
-0.11555961, -0.08764592, -0.04262618, 0.022765271, 0.1726031, -0.11350446, 0.01339009,
|
|
0.00404248, 0.07330416, -0.04052531, 0.024228431, 0.025112806, 0.15811935, 0.0038504712,
|
|
0.08746172, -0.09458299, -0.072628036, -0.0015422329, -0.04602814, 0.007808782, 0.095344745,
|
|
-0.025132503, -0.089144886, 0.061655734, -0.087049335, -0.0064667296, 0.047338445, -0.025052967,
|
|
0.10809028, 0.038190633, 0.010420183, 0.014206182, -0.075355306, -0.014443267, -0.12931237,
|
|
0.06473562, 0.21191315, 0.031243857, -0.01827092, 0.043444555, 0.071482405, -0.053060792,
|
|
0.03741809, 0.088275075, 0.095881015, 0.13641034, 0.06575319, -0.10507756, 0.07346845,
|
|
0.022813302, 0.049534187, 0.0534714, 0.1820309, -0.15615918, -0.05060928, -0.026595712,
|
|
0.024039716, -0.039806653, 0.06844979, -0.034248125, 0.07965717, -0.14914, -0.08409975,
|
|
-0.031411037, 0.00083757995, -0.078021966, 0.01510364, -0.031549543, 0.15968925, -0.19621487,
|
|
-0.011366145, 0.07415028, -0.012449766, 0.053472463, 0.007374543, 0.02159267, 0.0062146843,
|
|
-0.18090405, 0.05576966, 0.02346333, 0.066386685, -0.04679683, -0.003917059, -0.042276695,
|
|
-0.0008301586, -0.10957299, -0.15524064, 0.014422208, -0.0069176825, -0.011133326, 0.00025371276,
|
|
0.008443515, 0.038360506, -0.06878601, -0.021283172, 0.027421257, 0.02659573, 0.030924385,
|
|
0.07153812, -0.04108064};
|
|
|
|
static const std::vector<float> expected_idft3d_signal_size_results = {
|
|
0.47360885, 0.43109864, -0.015375684, 0.037675954, 0.032973632, -0.02922261, 0.011034667,
|
|
0.010564784, -0.014908149, 0.017389147, -0.09910002, 0.06296675, -0.03663863, -0.018516757,
|
|
-0.0011850556, 0.008715436, -0.016253775, 0.020636003, 0.047444995, -0.0024833402, -0.054806184,
|
|
0.063673705, 0.08815336, -0.019982928, 0.023201711, -0.0112207085, -0.015865667, 0.032094162,
|
|
-0.04799268, -0.0009248348, -0.0005214396, 0.11000099, -0.009374426, 0.07988078, -0.03512358,
|
|
0.027058495, 0.01562349, 0.010030186, -0.0323284, -0.015812825, 0.06827773, 0.017847355,
|
|
-0.0024901072, -0.024341352, -0.0009585398, -0.009607499, 0.015930153, 0.011760445, 0.034274444,
|
|
0.027811723, 0.12735432, -0.09866718, -0.004353502, 0.05861713, -0.0083505465, -0.056518648,
|
|
-0.026644187, 0.019356728, -0.012300177, -0.039047725, 0.006673645, -0.11678744, 0.020548198,
|
|
-0.016014362, -0.0039747558, 0.010135546, 0.020794585, 0.04208699, -0.016170124, 5.5018212e-05,
|
|
0.007777319, 0.008232947, -0.01095827, 0.018842613, -0.010135147, 0.0097200265, -0.01967326,
|
|
-0.026630066, 0.0063641453, -0.0345983, 0.010849577, -0.04473317, -0.011817071, 0.02476529,
|
|
0.0155312605, -0.009187386, -0.036735293, -0.01913485, 0.0043119635, 0.018222943, 0.03163258,
|
|
-0.022928724, 0.01679045, 0.00042682493, 0.02686337, 0.026272336, 0.05542246, -0.070824265,
|
|
0.049857102, -0.057350874, 0.004540915, 0.024931736, -0.0066266567, -0.0060906713, -0.018460626,
|
|
0.030870803, 0.02064466, -0.027539674, -0.0001978664, -0.009443704, 0.032834202, -0.018512815,
|
|
0.0006455081, 0.05246358, -0.00452247, -0.002136842, 0.006376774, -0.04188078, 0.024743602,
|
|
0.027263625, 0.009806405, -0.022745509, -0.0042487574, 0.015461739, -0.020853115, 0.012601041,
|
|
0.01992702, 0.008631575, 0.028762273, -0.014992784, 0.009239552, 0.008044719, -0.005379937,
|
|
-0.0020708065, 0.018219728, -0.012548579, 0.03744698, -0.03307585, -0.0156224305, -0.003425684,
|
|
0.009117395, -0.035289288, -0.02348312, -0.0032391632, -0.03008389, -0.0019097558, 0.018912613,
|
|
0.01636466, 0.0156074455, 0.0038367372, 0.05714075, -0.04073001, -0.008098723, -0.017560972,
|
|
0.005987327, -0.019382497, 0.029533077, -0.039648466, 0.025838673, -0.03902175, 0.009098698,
|
|
-0.0016117467, 0.0051164175, 0.0037725042, -0.014878556, -0.028334552, -0.005686572, 0.013636959,
|
|
-0.03393201, 0.012674245, -0.020131484, -0.06613781, 0.031012673, 0.03862036, 0.009845047,
|
|
-0.007944993, 0.008455606, 0.017170515, 0.063504405, -0.023375345, 0.046734862, -0.009648957,
|
|
-0.037776463, -0.015671387, 0.026074437, -0.021695163, -0.0055521606, 0.0117665045, -0.0033777568,
|
|
0.032647174, 0.031938843, -0.03217729, -0.027973937, 0.023887817, -0.0062627294, -0.014567699,
|
|
0.023382662, -0.013312814, -0.00063125056, -0.030556878, -0.01716187, -0.035170853, 0.016255094,
|
|
-0.0032832257, 0.028565489, 0.01738093, -0.046995874, -0.00492523, -0.0050363657, 0.006696142};
|
|
|
|
static const std::vector<float> expected_idft1d_signal_size_results = {
|
|
0.45077854, 0.42283636, 0.5254696, 0.49784923, 0.5858539, 0.38200417, 0.46620184,
|
|
0.34846103, 0.42421392, 0.36906072, 0.41839844, 0.64023143, 0.49543527, 0.61651653,
|
|
0.33086562, 0.38194793, -0.013190938, -0.11509278, 5.4674492e-05, 0.1155831, -0.059459202,
|
|
0.1080654, -0.038735352, -0.13293009, -0.044217605, -0.08810778, -0.1887316, -0.04305593,
|
|
0.0064542103, 0.02646665, -0.19942014, 0.16640756, 0.13297448, -0.060627896, -0.0105416095,
|
|
-0.08473419, -0.04953826, -0.0053528296, -0.062126894, 0.15922469, -0.0811423, 0.1871564,
|
|
-0.06467852, 0.019565826, -0.06630114, 0.05153398, -0.2517371, 0.012869691, 0.030862298,
|
|
0.18221883, 0.18004268, 0.115521945, -0.006216203, -0.04221012, -0.099812254, 0.10728653,
|
|
-0.18543659, -0.018842628, 0.03197636, 0.13652334, -0.063658535, 0.2630217, 0.113256425,
|
|
0.10151879, 0.20121424, 0.038065623, 0.04212692, 0.15088516, 0.11653197, -0.047717404,
|
|
0.17632447, -0.16700539, 0.20303649, -0.025800077, 0.14718783, 0.111731626, 0.083313815,
|
|
-0.09204115, 0.03319706, -0.025887946, 0.12955333, -0.1840305, 0.30852506, -0.033531368,
|
|
0.3569616, -0.19672023, 0.003184589, -0.15916768, 0.047273237, -0.1945002, 0.24541551,
|
|
-0.013310499, 0.19067605, -0.043925222, 0.019669108, 0.006493839, 0.047401913, -0.1429027,
|
|
-0.06374044, -0.24836907, -0.0050352793, -0.13352643, 0.04469287, -0.11333085, -0.029562438,
|
|
-0.08143895, -0.1432822, -0.0007748668, 0.015231887, -0.2503828, 0.062242992, 0.033986002,
|
|
0.50197685, 0.5042996, 0.38166192, 0.33678776, 0.6271677, 0.4345175, 0.4634395,
|
|
0.35949785, 0.5400181, 0.5938341, 0.5252213, 0.50813717, 0.5442304, 0.42320782,
|
|
0.30390763, 0.5501661, -0.04264457, 0.27560052, -0.20748335, 0.12261487, -0.14888233,
|
|
0.2118158, -0.27173674, 0.14285998, -0.0120631205, -0.023952818, -0.06255174, 0.17351858,
|
|
-0.27042615, -0.14776227, 0.027333874, -0.08371357, -0.18530807, -0.06548692, -0.08052732,
|
|
-0.22452545, -0.012073594, 0.1693748, -0.13727319, 0.054494813, -0.052982204, 0.34828788,
|
|
0.058887307, -0.0070416844, 0.035075426, 0.058569312, -0.13160224, 0.2115795, -0.060909573,
|
|
0.30598193, 0.13896666, 0.104170956, 0.15620923, 0.04350682, 0.17609014, -0.043268614,
|
|
0.020355552, 0.13579452, 0.036094327, 0.029404454, 0.119380735, -0.017330358, -0.013081285,
|
|
0.16276608, 0.08908949, -0.013249721, 0.030841062, -0.09900363, -0.104013704, 0.14226541,
|
|
-0.022373218, 0.13952398, 0.110540666, 0.050296895, 0.19052894, 0.30660385, 0.23429887,
|
|
-0.07728504, 0.06723292, 0.053966362, 0.10566526, -0.09358089, 0.12995106, -0.09512488,
|
|
0.22091591, 0.006204946, 0.021672454, -0.08378312, 0.09504456, 0.0060912203, 0.21140935,
|
|
-0.170751, 0.048105046, -0.12022613, 0.031716354, 0.010118494, -0.0024824888, -0.10846503,
|
|
0.105488904, -0.12306744, 0.0021025285, -0.2050574, 0.059306182, -0.06526719, 0.0758878,
|
|
-0.12858643, 0.039985638, -0.09187355, 0.15090118, -0.06106589, -0.009392858, -0.14116207,
|
|
0.50924444, 0.47538188, 0.36653236, 0.5176384, 0.4713962, 0.38925174, 0.4561904,
|
|
0.37097445, 0.33398703, 0.46408504, 0.25756317, 0.62005824, 0.6271038, 0.51077616,
|
|
0.2500916, 0.36728626, -0.26136193, 0.053446535, -0.10429463, 0.07333, -0.125614,
|
|
0.13846059, -0.034961026, 0.06588599, -0.12191007, -0.0030780777, -0.1388123, -0.063579924,
|
|
-0.20671263, 0.12017858, -0.035247978, -0.13096417, 0.030405179, 0.31703302, -0.18467914,
|
|
-0.027100164, -0.10349936, -0.03151396, -0.14566809, 0.1760046, 0.119887486, 0.042870738,
|
|
-0.10979464, 0.07983213, -0.21066193, 0.058638398, -0.14007244, -0.025705764, -0.15512581,
|
|
0.14527217, -0.008849559, 0.103681795, 0.05173718, 0.022327188, -0.11486209, 0.33013803,
|
|
-0.13087325, 0.15843569, -0.13177976, 0.15052482, -0.024118312, 0.19754727, 0.043348696,
|
|
0.048077006, 0.05479733, 0.045596164, -0.061486844, 0.13432872, 0.09805413, -0.03079012,
|
|
0.018617248, 0.057953924, 0.07086571, -0.107639074, 0.10912783, -0.027383184, 0.086062506,
|
|
0.021643614, 0.0033594542, 0.1245168, -0.008100906, -0.071167745, 0.15794107, -0.11394106,
|
|
0.20086603, -0.14925118, -0.023519892, -0.17317979, 0.16438125, 0.055674464, 0.043398805,
|
|
-0.14720002, -0.016775567, -0.09511416, 0.024722071, -0.21830398, 0.038695235, 0.009794927,
|
|
-0.16068184, -0.18155417, 0.09074758, -0.060050044, -0.14183791, 0.050801322, 0.039122116,
|
|
-0.22079241, 0.122001916, -0.04277471, -0.10941203, -0.13381958, -0.08884025, -0.1331459,
|
|
0.43459043, 0.46945596, 0.5461507, 0.21173653, 0.46469456, 0.31414452, 0.372732,
|
|
0.64673513, 0.43870863, 0.50919855, 0.4184354, 0.3038723, 0.5814269, 0.43418613,
|
|
0.27493507, 0.32782063, 0.05329496, 0.13938421, -0.14763448, -0.020887244, -0.06212297,
|
|
0.0026264533, -0.16405852, -0.15793757, -0.10529227, -0.017391797, -0.010122827, 0.16707306,
|
|
-0.24121732, 0.058287155, -0.2669763, -0.13610138, -0.058303684, 0.21642019, 0.18846658,
|
|
0.074460745, 0.025465574, 0.105897866, -0.120273784, 0.12273249, 0.0060386043, 0.22629398,
|
|
-0.18080746, 0.12264217, -0.09611444, -0.039596815, 0.13664094, 0.12015629, -0.02670856,
|
|
0.11202149, 0.062823564, 0.16666472, 0.02688467, -0.0496769, 0.1111543, 0.20479687,
|
|
0.09844535, 0.22211954, -0.030972388, -0.013431635, 0.075517, -0.01832214, -0.067268424,
|
|
0.009361826, 0.066086665, 0.114655524, -0.093547, 0.0037781172, 0.013148758, 0.0049218494,
|
|
0.14736433, -0.029691944, 0.19633494, -0.0039153695, 0.24658194, 0.0027496407, 0.085013606,
|
|
0.02836323, -0.023116423, 0.031402636, 0.25721642, -0.041657127, 0.08742507, -0.26150823,
|
|
0.21623416, -0.10428249, 0.030336773, 0.033717245, -0.052863047, -0.05433597, -0.0014412233,
|
|
-0.05366828, 0.09244677, -0.13540235, 0.049008, 0.032415926, -0.012353104, -0.026780326,
|
|
0.08365354, -0.11595764, 0.0041189813, -0.19876777, 0.05539961, -0.03458054, 0.3030866,
|
|
0.06549558, 0.100598566, -0.0328084, -0.008204469, -0.20897065, -0.08830016, -0.15857375};
|
|
|
|
template <class T>
|
|
static std::vector<T> convert(const std::vector<float>& v) {
|
|
if (v.empty()) {
|
|
return std::vector<T>();
|
|
}
|
|
|
|
size_t num_of_elems = v.size();
|
|
std::vector<T> converted(num_of_elems);
|
|
for (size_t i = 0; i < num_of_elems; ++i) {
|
|
converted[i] = static_cast<T>(v[i]);
|
|
}
|
|
return converted;
|
|
}
|
|
|
|
template <class T>
|
|
static std::vector<T> convert(const std::vector<float16>& v) {
|
|
if (v.empty()) {
|
|
return std::vector<T>();
|
|
}
|
|
|
|
size_t num_of_elems = v.size();
|
|
std::vector<T> converted(num_of_elems);
|
|
for (size_t i = 0; i < num_of_elems; ++i) {
|
|
converted[i] = static_cast<T>(v[i]);
|
|
}
|
|
return converted;
|
|
}
|
|
|
|
template <class T>
|
|
static std::vector<T> convert(const std::vector<bfloat16>& v) {
|
|
if (v.empty()) {
|
|
return std::vector<T>();
|
|
}
|
|
|
|
size_t num_of_elems = v.size();
|
|
std::vector<T> converted(num_of_elems);
|
|
for (size_t i = 0; i < num_of_elems; ++i) {
|
|
converted[i] = static_cast<T>(v[i]);
|
|
}
|
|
return converted;
|
|
}
|
|
|
|
template <element::Type_t ET>
|
|
std::vector<IDFTParams> generateParamsForIDFT() {
|
|
std::vector<IDFTParams> params{
|
|
// idft1d_eval_1
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
idft1d_input_data_1,
|
|
data_1,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{1}, {2}),
|
|
NULL),
|
|
// idft1d_eval
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
idft1d_input_data,
|
|
expected_result,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{1}, {2}),
|
|
NULL),
|
|
// idft1d_eval_i32
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
idft1d_input_data,
|
|
expected_result,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i32, Shape{1}, {2}),
|
|
NULL),
|
|
// idft2d_eval_1
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
idft2d_input_data_1,
|
|
data_1,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {1, 2}),
|
|
NULL),
|
|
// idft2d_eval
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
idft2d_input_data,
|
|
expected_result,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {1, 2}),
|
|
NULL),
|
|
// idft2d_eval_i32
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
idft2d_input_data,
|
|
expected_result,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i32, Shape{2}, {1, 2}),
|
|
NULL),
|
|
// idft3d_eval_1
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
idft3d_input_data_1,
|
|
data_1,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{3}, {0, 1, 2}),
|
|
NULL),
|
|
// idft3d_eval
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
idft3d_input_data,
|
|
expected_result,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{3}, {0, 1, 2}),
|
|
NULL),
|
|
// idft3d_eval_i32
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
idft3d_input_data,
|
|
expected_result,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i32, Shape{3}, {0, 1, 2}),
|
|
NULL),
|
|
// idft2d_signal_size_eval_1
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft2d_signal_size_results_1,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {0, 2}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {5, 9})),
|
|
// idft2d_signal_size_eval_2
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft2d_signal_size_results_2,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {0, 1}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {4, 6})),
|
|
// idft2d_signal_size_eval_3
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft2d_signal_size_results_3,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {0, 2}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {3, 4})),
|
|
// idft2d_signal_size_eval_4
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft2d_signal_size_results_4,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {0, 2}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {4, 8})),
|
|
// idft2d_signal_size_eval_5
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft2d_signal_size_results_5,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {0, 2}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {5, 4})),
|
|
// idft3d_signal_size_eval
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft3d_signal_size_results,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{3}, {0, 1, 2}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{3}, {3, 7, 5})),
|
|
// idft1d_signal_size_eval
|
|
IDFTParams(Shape{4, 6, 8, 2},
|
|
Shape{4, 6, 8, 2},
|
|
ET,
|
|
ET,
|
|
data_1,
|
|
expected_idft1d_signal_size_results,
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{1}, {-2}),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{1}, {7})),
|
|
};
|
|
|
|
return params;
|
|
}
|
|
|
|
template <element::Type_t ET>
|
|
std::vector<IDFTParams> generateParamsForIDFT_float16() {
|
|
using T = typename element_type_traits<ET>::value_type;
|
|
|
|
std::vector<IDFTParams> params{
|
|
// idft1d_eval_float16
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
convert<T>(idft1d_input_data),
|
|
convert<T>(expected_float16_idft1d_result),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{1}, {2}),
|
|
NULL),
|
|
// idft2d_eval_float16
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
convert<T>(idft2d_input_data),
|
|
convert<T>(expected_float16_idft2d_result),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {1, 2}),
|
|
NULL),
|
|
// idft3d_eval_float16
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
convert<T>(idft3d_input_data),
|
|
convert<T>(expected_float16_idft3d_result),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{3}, {0, 1, 2}),
|
|
NULL),
|
|
};
|
|
|
|
return params;
|
|
}
|
|
|
|
template <element::Type_t ET>
|
|
std::vector<IDFTParams> generateParamsForIDFT_bfloat16() {
|
|
using T = typename element_type_traits<ET>::value_type;
|
|
|
|
std::vector<IDFTParams> params{
|
|
// dft1d_eval_bfloat16
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
convert<T>(idft1d_input_data),
|
|
convert<T>(expected_bfloat_idft1d_result),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{1}, {2}),
|
|
NULL),
|
|
// idft2d_eval_bfloat16
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
convert<T>(idft2d_input_data),
|
|
convert<T>(expected_bfloat_idft2d_result),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{2}, {1, 2}),
|
|
NULL),
|
|
// idft3d_eval_bfloat16
|
|
IDFTParams(Shape{2, 10, 10, 2},
|
|
Shape{2, 10, 10, 2},
|
|
ET,
|
|
ET,
|
|
convert<T>(idft3d_input_data),
|
|
convert<T>(expected_bfloat_idft3d_result),
|
|
op::v0::Constant::create<int64_t>(element::Type_t::i64, Shape{3}, {0, 1, 2}),
|
|
NULL),
|
|
};
|
|
|
|
return params;
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|
}
|
|
|
|
std::vector<IDFTParams> generateCombinedParamsForIDFT() {
|
|
const std::vector<std::vector<IDFTParams>> allTypeParams{
|
|
generateParamsForIDFT<element::Type_t::f32>(),
|
|
generateParamsForIDFT_float16<element::Type_t::f16>(),
|
|
generateParamsForIDFT_bfloat16<element::Type_t::bf16>(),
|
|
};
|
|
|
|
std::vector<IDFTParams> combinedParams;
|
|
|
|
for (const auto& params : allTypeParams) {
|
|
combinedParams.insert(combinedParams.end(), params.begin(), params.end());
|
|
}
|
|
|
|
return combinedParams;
|
|
}
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
smoke_IDFT_With_Hardcoded_Refs,
|
|
ReferenceIDFTLayerTest,
|
|
::testing::ValuesIn(generateCombinedParamsForIDFT()),
|
|
ReferenceIDFTLayerTest::getTestCaseName);
|
|
|
|
} // namespace
|