/* * Copyright (c) 2020, Alliance for Open Media. All rights reserved * * This source code is subject to the terms of the BSD 2 Clause License and * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License * was not distributed with this source code in the LICENSE file, you can * obtain it at www.aomedia.org/license/software. If the Alliance for Open * Media Patent License 1.0 was not distributed with this source code in the * PATENTS file, you can obtain it at www.aomedia.org/license/patent. */ #include #include #include #include "config/aom_config.h" #include "config/av1_rtcd.h" #include "aom/aom_codec.h" #include "aom/aom_integer.h" #include "aom_mem/aom_mem.h" #include "aom_ports/aom_timer.h" #include "aom_ports/mem.h" #include "test/acm_random.h" #include "av1/encoder/palette.h" #include "test/register_state_check.h" #include "test/util.h" #include "third_party/googletest/src/googletest/include/gtest/gtest.h" namespace AV1Kmeans { typedef void (*av1_calc_indices_dim1_func)(const int16_t *data, const int16_t *centroids, uint8_t *indices, int64_t *total_dist, int n, int k); typedef void (*av1_calc_indices_dim2_func)(const int16_t *data, const int16_t *centroids, uint8_t *indices, int64_t *total_dist, int n, int k); typedef std::tuple av1_calc_indices_dim1Param; typedef std::tuple av1_calc_indices_dim2Param; class AV1KmeansTest1 : public ::testing::TestWithParam { public: ~AV1KmeansTest1() override; void SetUp() override; protected: void RunCheckOutput(av1_calc_indices_dim1_func test_impl, BLOCK_SIZE bsize, int centroids); void RunSpeedTest(av1_calc_indices_dim1_func test_impl, BLOCK_SIZE bsize, int centroids); bool CheckResult(int n) { for (int idx = 0; idx < n; ++idx) { if (indices1_[idx] != indices2_[idx]) { printf("%d ", idx); printf("%d != %d ", indices1_[idx], indices2_[idx]); return false; } } return true; } libaom_test::ACMRandom rnd_; int16_t data_[4096]; int16_t centroids_[8]; uint8_t indices1_[4096]; uint8_t indices2_[4096]; }; GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(AV1KmeansTest1); AV1KmeansTest1::~AV1KmeansTest1() = default; void AV1KmeansTest1::SetUp() { rnd_.Reset(libaom_test::ACMRandom::DeterministicSeed()); for (int i = 0; i < 4096; ++i) { data_[i] = (int)rnd_.Rand8() << 4; } for (int i = 0; i < 8; i++) { centroids_[i] = (int)rnd_.Rand8() << 4; } } void AV1KmeansTest1::RunCheckOutput(av1_calc_indices_dim1_func test_impl, BLOCK_SIZE bsize, int k) { const int w = block_size_wide[bsize]; const int h = block_size_high[bsize]; const int n = w * h; int64_t total_dist_dim1, total_dist_impl; av1_calc_indices_dim1_c(data_, centroids_, indices1_, &total_dist_dim1, n, k); test_impl(data_, centroids_, indices2_, &total_dist_impl, n, k); ASSERT_EQ(total_dist_dim1, total_dist_impl); ASSERT_EQ(CheckResult(n), true) << " block " << bsize << " index " << n << " Centroids " << k; } void AV1KmeansTest1::RunSpeedTest(av1_calc_indices_dim1_func test_impl, BLOCK_SIZE bsize, int k) { const int w = block_size_wide[bsize]; const int h = block_size_high[bsize]; const int n = w * h; const int num_loops = 1000000000 / n; av1_calc_indices_dim1_func funcs[2] = { av1_calc_indices_dim1_c, test_impl }; double elapsed_time[2] = { 0 }; for (int i = 0; i < 2; ++i) { aom_usec_timer timer; aom_usec_timer_start(&timer); av1_calc_indices_dim1_func func = funcs[i]; for (int j = 0; j < num_loops; ++j) { func(data_, centroids_, indices1_, /*total_dist=*/nullptr, n, k); } aom_usec_timer_mark(&timer); double time = static_cast(aom_usec_timer_elapsed(&timer)); elapsed_time[i] = 1000.0 * time / num_loops; } printf("av1_calc_indices_dim1 indices= %d centroids=%d: %7.2f/%7.2fns", n, k, elapsed_time[0], elapsed_time[1]); printf("(%3.2f)\n", elapsed_time[0] / elapsed_time[1]); } TEST_P(AV1KmeansTest1, CheckOutput) { // centroids = 2..8 RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 2); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 3); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 4); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 5); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 6); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 7); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 8); } TEST_P(AV1KmeansTest1, DISABLED_Speed) { RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 2); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 3); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 4); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 5); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 6); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 7); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 8); } class AV1KmeansTest2 : public ::testing::TestWithParam { public: ~AV1KmeansTest2() override; void SetUp() override; protected: void RunCheckOutput(av1_calc_indices_dim2_func test_impl, BLOCK_SIZE bsize, int centroids); void RunSpeedTest(av1_calc_indices_dim2_func test_impl, BLOCK_SIZE bsize, int centroids); bool CheckResult(int n) { bool flag = true; for (int idx = 0; idx < n; ++idx) { if (indices1_[idx] != indices2_[idx]) { printf("%d ", idx); printf("%d != %d ", indices1_[idx], indices2_[idx]); flag = false; } } if (flag == false) { return false; } return true; } libaom_test::ACMRandom rnd_; int16_t data_[4096 * 2]; int16_t centroids_[8 * 2]; uint8_t indices1_[4096]; uint8_t indices2_[4096]; }; GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(AV1KmeansTest2); AV1KmeansTest2::~AV1KmeansTest2() = default; void AV1KmeansTest2::SetUp() { rnd_.Reset(libaom_test::ACMRandom::DeterministicSeed()); for (int i = 0; i < 4096 * 2; ++i) { data_[i] = (int)rnd_.Rand8(); } for (int i = 0; i < 8 * 2; i++) { centroids_[i] = (int)rnd_.Rand8(); } } void AV1KmeansTest2::RunCheckOutput(av1_calc_indices_dim2_func test_impl, BLOCK_SIZE bsize, int k) { const int w = block_size_wide[bsize]; const int h = block_size_high[bsize]; const int n = w * h; int64_t total_dist_dim2, total_dist_impl; av1_calc_indices_dim2_c(data_, centroids_, indices1_, &total_dist_dim2, n, k); test_impl(data_, centroids_, indices2_, &total_dist_impl, n, k); ASSERT_EQ(total_dist_dim2, total_dist_impl); ASSERT_EQ(CheckResult(n), true) << " block " << bsize << " index " << n << " Centroids " << k; } void AV1KmeansTest2::RunSpeedTest(av1_calc_indices_dim2_func test_impl, BLOCK_SIZE bsize, int k) { const int w = block_size_wide[bsize]; const int h = block_size_high[bsize]; const int n = w * h; const int num_loops = 1000000000 / n; av1_calc_indices_dim2_func funcs[2] = { av1_calc_indices_dim2_c, test_impl }; double elapsed_time[2] = { 0 }; for (int i = 0; i < 2; ++i) { aom_usec_timer timer; aom_usec_timer_start(&timer); av1_calc_indices_dim2_func func = funcs[i]; for (int j = 0; j < num_loops; ++j) { func(data_, centroids_, indices1_, /*total_dist=*/nullptr, n, k); } aom_usec_timer_mark(&timer); double time = static_cast(aom_usec_timer_elapsed(&timer)); elapsed_time[i] = 1000.0 * time / num_loops; } printf("av1_calc_indices_dim2 indices= %d centroids=%d: %7.2f/%7.2fns", n, k, elapsed_time[0], elapsed_time[1]); printf("(%3.2f)\n", elapsed_time[0] / elapsed_time[1]); } TEST_P(AV1KmeansTest2, CheckOutput) { // centroids = 2..8 RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 2); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 3); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 4); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 5); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 6); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 7); RunCheckOutput(GET_PARAM(0), GET_PARAM(1), 8); } TEST_P(AV1KmeansTest2, DISABLED_Speed) { RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 2); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 3); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 4); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 5); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 6); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 7); RunSpeedTest(GET_PARAM(0), GET_PARAM(1), 8); } #if HAVE_SSE2 || HAVE_AVX2 || HAVE_NEON const BLOCK_SIZE kValidBlockSize[] = { BLOCK_8X8, BLOCK_8X16, BLOCK_8X32, BLOCK_16X8, BLOCK_16X16, BLOCK_16X32, BLOCK_32X8, BLOCK_32X16, BLOCK_32X32, BLOCK_32X64, BLOCK_64X32, BLOCK_64X64, BLOCK_16X64, BLOCK_64X16 }; #endif #if HAVE_SSE2 INSTANTIATE_TEST_SUITE_P( SSE2, AV1KmeansTest1, ::testing::Combine(::testing::Values(&av1_calc_indices_dim1_sse2), ::testing::ValuesIn(kValidBlockSize))); INSTANTIATE_TEST_SUITE_P( SSE2, AV1KmeansTest2, ::testing::Combine(::testing::Values(&av1_calc_indices_dim2_sse2), ::testing::ValuesIn(kValidBlockSize))); #endif #if HAVE_AVX2 INSTANTIATE_TEST_SUITE_P( AVX2, AV1KmeansTest1, ::testing::Combine(::testing::Values(&av1_calc_indices_dim1_avx2), ::testing::ValuesIn(kValidBlockSize))); INSTANTIATE_TEST_SUITE_P( AVX2, AV1KmeansTest2, ::testing::Combine(::testing::Values(&av1_calc_indices_dim2_avx2), ::testing::ValuesIn(kValidBlockSize))); #endif #if HAVE_NEON INSTANTIATE_TEST_SUITE_P( NEON, AV1KmeansTest1, ::testing::Combine(::testing::Values(&av1_calc_indices_dim1_neon), ::testing::ValuesIn(kValidBlockSize))); INSTANTIATE_TEST_SUITE_P( NEON, AV1KmeansTest2, ::testing::Combine(::testing::Values(&av1_calc_indices_dim2_neon), ::testing::ValuesIn(kValidBlockSize))); #endif } // namespace AV1Kmeans