derek.holloway
7502bf64a4
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533 lines
29 KiB
C++
533 lines
29 KiB
C++
// Copyright (C) 2016 - 2023 Advanced Micro Devices, Inc. All rights reserved.
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//
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// Permission is hereby granted, free of charge, to any person obtaining a copy
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// of this software and associated documentation files (the "Software"), to deal
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// in the Software without restriction, including without limitation the rights
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// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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// copies of the Software, and to permit persons to whom the Software is
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// furnished to do so, subject to the following conditions:
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//
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// The above copyright notice and this permission notice shall be included in
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// all copies or substantial portions of the Software.
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//
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// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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// THE SOFTWARE.
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#include <gtest/gtest.h>
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#include <math.h>
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#include <stdexcept>
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#include <vector>
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#include "../../shared/fft_params.h"
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#include "../../shared/accuracy_test.h"
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#include "../../shared/fftw_transform.h"
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#include "../../shared/params_gen.h"
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#include "../../shared/rocfft_against_fftw.h"
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using ::testing::ValuesIn;
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// TODO: handle special case where length=2 for real/complex transforms.
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const static std::vector<size_t> pow2_range
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= {2, 4, 8, 16, 32, 128, 256,
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512, 1024, 2048, 4096, 8192, 16384, 32768,
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65536, 131072, 262144, 524288, 1048576, 2097152, 4194304,
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8388608, 16777216, 33554432, 67108864, 134217728, 268435456, 536870912};
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// 2^30 is 1073741824;
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const static std::vector<size_t> pow2_range_half
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= {2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536};
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const static std::vector<size_t> pow3_range = {3,
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9,
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27,
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81,
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243,
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729,
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2187,
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6561,
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19683,
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59049,
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177147,
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531441,
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1594323,
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4782969,
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14348907,
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43046721,
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129140163,
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387420489};
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const static std::vector<size_t> pow5_range
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= {5, 25, 125, 625, 3125, 15625, 78125, 390625, 1953125, 9765625, 48828125, 244140625};
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// radix 7, 11, 13 sizes that are either pure powers or sizes people have wanted in the wild
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const static std::vector<size_t> radX_range
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= {7, 49, 84, 112, 11, 13, 52, 104, 208, 343, 2401, 16807};
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const static std::vector<size_t> mix_range
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= {6, 10, 12, 15, 20, 30, 56, 120, 150, 225, 240, 300, 336, 486,
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600, 900, 1250, 1500, 1875, 2160, 2187, 2250, 2500, 3000, 4000, 12000, 24000, 72000};
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const static std::vector<size_t> prime_range
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= {17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97};
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static std::vector<size_t> small_1D_sizes()
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{
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static const size_t SMALL_1D_MAX = 8192;
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// generate a list of sizes from 2 and up, skipping any sizes that are already covered
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std::vector<size_t> covered_sizes = merge_and_sort_values<size_t>(
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{pow2_range, pow3_range, pow5_range, radX_range, mix_range, prime_range});
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std::vector<size_t> output;
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for(size_t i = 2; i < SMALL_1D_MAX; ++i)
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{
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if(!std::binary_search(covered_sizes.begin(), covered_sizes.end(), i))
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{
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output.push_back(i);
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}
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}
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return output;
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}
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const static std::vector<std::vector<size_t>> stride_range = {{1}};
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const static std::vector<size_t> batch_range_1D = {4, 2, 1};
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const static std::vector<std::vector<size_t>> stride_range_for_prime
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= {{1}, {2}, {3}, {64}, {65}}; //TODO: this will be merged back to stride_range
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const static std::vector<std::vector<size_t>> ioffset_range_zero = {{0, 0}};
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const static std::vector<std::vector<size_t>> ooffset_range_zero = {{0, 0}};
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const static std::vector<std::vector<size_t>> ioffset_range = {{0, 0}, {1, 1}};
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const static std::vector<std::vector<size_t>> ooffset_range = {{0, 0}, {1, 1}};
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INSTANTIATE_TEST_SUITE_P(pow2_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow2_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_pow2_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow2_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(pow2_1D_half,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow2_range_half}),
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{fft_precision_half},
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_pow2_1D_half,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow2_range_half}),
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{fft_precision_half},
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(pow3_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow3_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_pow3_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow3_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(pow5_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow5_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_pow5_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({pow5_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(radX_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({radX_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_radX_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({radX_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(prime_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({prime_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_prime_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({prime_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(mix_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({mix_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(DISABLED_offset_mix_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator(test_prob,
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generate_lengths({mix_range}),
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precision_range_sp_dp,
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batch_range_1D,
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stride_range,
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stride_range,
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ioffset_range,
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ooffset_range,
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place_range,
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false)),
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accuracy_test::TestName);
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// small 1D sizes just need to make sure our factorization isn't
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// completely broken, so we just check simple C2C outplace interleaved
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const static std::vector<size_t> small_1D_lengths = small_1D_sizes();
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INSTANTIATE_TEST_SUITE_P(
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small_1D,
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accuracy_test,
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::testing::ValuesIn(param_generator_base(test_prob,
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{fft_transform_type_complex_forward},
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generate_lengths({small_1D_lengths}),
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{fft_precision_single},
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{1},
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generate_types,
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stride_range,
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stride_range,
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ioffset_range_zero,
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ooffset_range_zero,
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{fft_placement_notinplace},
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false /* planar */)),
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accuracy_test::TestName);
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// NB:
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// We have known non-unit strides issues for 1D:
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// - C2C middle size(for instance, single precision, 8192)
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// - C2C large size(for instance, single precision, 524288)
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// We need to fix non-unit strides first, and then address non-unit strides + batch tests.
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// Then check these problems of R2C and C2R. After that, we could open arbitrary permutations in the
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// main tests.
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//
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// The below test covers non-unit strides, pow of 2, middle sizes, which has SBCC/SBRC kernels
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// involved.
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const static std::vector<size_t> pow2_range_for_stride = {4096, 8192, 524288};
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const static std::vector<size_t> pow2_range_for_stride_half = {4096, 8192};
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const static std::vector<std::vector<size_t>> stride_range_for_pow2 = {{2}, {3}};
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const static std::vector<size_t> batch_range_for_stride = {2, 1};
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INSTANTIATE_TEST_SUITE_P(
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pow2_1D_stride_complex,
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accuracy_test,
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::testing::ValuesIn(param_generator_complex(test_prob,
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generate_lengths({pow2_range_for_stride}),
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precision_range_sp_dp,
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batch_range_for_stride,
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stride_range_for_pow2,
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stride_range_for_pow2,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(
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pow2_1D_stride_real,
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accuracy_test,
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::testing::ValuesIn(param_generator_real(test_prob,
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generate_lengths({pow2_range_for_stride}),
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precision_range_sp_dp,
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batch_range_for_stride,
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stride_range_for_pow2,
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stride_range_for_pow2,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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INSTANTIATE_TEST_SUITE_P(
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pow2_1D_stride_real_half,
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accuracy_test,
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::testing::ValuesIn(param_generator_real(test_prob,
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generate_lengths({pow2_range_for_stride_half}),
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{fft_precision_half},
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batch_range_for_stride,
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stride_range_for_pow2,
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stride_range_for_pow2,
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ioffset_range_zero,
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ooffset_range_zero,
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place_range,
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false)),
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accuracy_test::TestName);
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// Create an array parameters for strided 2D batched transforms.
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inline auto
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param_generator_complex_1d_batched_2d(const double base_prob,
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const std::vector<std::vector<size_t>>& v_lengths,
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const std::vector<fft_precision>& precision_range,
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const std::vector<std::vector<size_t>>& ioffset_range,
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const std::vector<std::vector<size_t>>& ooffset_range,
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const std::vector<fft_result_placement>& place_range)
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{
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std::vector<fft_params> params;
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// for(auto& transform_type :
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// {fft_transform_type_complex_forward, fft_transform_type_complex_inverse})
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// {
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for(auto& transform_type : trans_type_range_complex)
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{
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for(const auto& lengths : v_lengths)
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{
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// try to ensure that we are given literal lengths, not
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// something to be passed to generate_lengths
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if(lengths.empty() || lengths.size() > 3)
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{
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assert(false);
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continue;
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}
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for(const auto precision : precision_range)
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{
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for(const auto& types : generate_types(transform_type, place_range, false))
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{
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for(const auto& ioffset : ioffset_range)
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{
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for(const auto& ooffset : ooffset_range)
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{
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fft_params param;
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param.length = lengths;
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param.istride = lengths;
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param.ostride = lengths;
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param.nbatch = lengths[0];
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param.precision = precision;
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param.transform_type = std::get<0>(types);
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param.placement = std::get<1>(types);
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param.idist = 1;
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param.odist = 1;
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param.itype = std::get<2>(types);
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param.otype = std::get<3>(types);
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param.ioffset = ioffset;
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param.ooffset = ooffset;
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param.validate();
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const double roll = hash_prob(random_seed, param.token());
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const double run_prob
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= base_prob * (param.is_planar() ? complex_planar_prob_factor : 1.0)
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* (param.is_interleaved() ? complex_interleaved_prob_factor : 1.0)
|
|
* (param.is_real() ? real_prob_factor : 1.0);
|
|
|
|
if(roll > run_prob)
|
|
{
|
|
if(verbose > 4)
|
|
{
|
|
std::cout << "Test skipped (probability " << run_prob << " > "
|
|
<< roll << ")\n";
|
|
}
|
|
continue;
|
|
}
|
|
if(param.valid(0))
|
|
{
|
|
params.push_back(param);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
return params;
|
|
}
|
|
|
|
const static std::vector<size_t> pow2_range_2D
|
|
= {2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192};
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
pow2_1D_complex_batched_2D_strided,
|
|
accuracy_test,
|
|
::testing::ValuesIn(param_generator_complex_1d_batched_2d(test_prob,
|
|
generate_lengths({pow2_range_2D}),
|
|
precision_range_sp_dp,
|
|
ioffset_range_zero,
|
|
ooffset_range_zero,
|
|
place_range)),
|
|
accuracy_test::TestName);
|
|
|
|
const static std::vector<size_t> pow3_range_2D = {3, 27, 81, 243, 729, 2187, 6561};
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
pow3_1D_complex_batched_2D_strided,
|
|
accuracy_test,
|
|
::testing::ValuesIn(param_generator_complex_1d_batched_2d(test_prob,
|
|
generate_lengths({pow3_range_2D}),
|
|
precision_range_sp_dp,
|
|
ioffset_range_zero,
|
|
ooffset_range_zero,
|
|
place_range)),
|
|
accuracy_test::TestName);
|
|
|
|
const static std::vector<size_t> pow5_range_2D = {5, 25, 125, 625, 3125, 15625};
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
pow5_1D_complex_batched_2D_strided,
|
|
accuracy_test,
|
|
::testing::ValuesIn(param_generator_complex_1d_batched_2d(test_prob,
|
|
generate_lengths({pow5_range_2D}),
|
|
precision_range_sp_dp,
|
|
ioffset_range_zero,
|
|
ooffset_range_zero,
|
|
place_range)),
|
|
accuracy_test::TestName);
|
|
|
|
const static std::vector<size_t> prime_range_2D = {7, 11, 13, 17, 19, 23, 29, 263, 269, 271, 277};
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
prime_1D_complex_batched_2D_strided,
|
|
accuracy_test,
|
|
::testing::ValuesIn(param_generator_complex_1d_batched_2d(test_prob,
|
|
generate_lengths({prime_range_2D}),
|
|
precision_range_sp_dp,
|
|
ioffset_range_zero,
|
|
ooffset_range_zero,
|
|
place_range)),
|
|
accuracy_test::TestName);
|
|
|
|
const static std::vector<size_t> lengths_for_disabled_autoalloc = merge_and_sort_values<size_t>(
|
|
{pow2_range, pow3_range, pow5_range, radX_range, mix_range, small_1D_lengths, prime_range},
|
|
128);
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
various_1D,
|
|
accuracy_test,
|
|
::testing::ValuesIn(param_generator(test_prob,
|
|
generate_lengths({lengths_for_disabled_autoalloc}),
|
|
precision_range_sp_dp,
|
|
batch_range_1D,
|
|
stride_range,
|
|
stride_range,
|
|
ioffset_range_zero,
|
|
ooffset_range_zero,
|
|
place_range,
|
|
false,
|
|
callbacks_none,
|
|
fft_auto_allocation_off)),
|
|
accuracy_test::TestName);
|