| /* |
| * Copyright (c) 2021, 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 <fstream> |
| #include <new> |
| #include <sstream> |
| #include <string> |
| |
| #include "aom/aom_codec.h" |
| #include "aom/aom_external_partition.h" |
| #include "av1/common/blockd.h" |
| #include "av1/encoder/encodeframe_utils.h" |
| #include "third_party/googletest/src/googletest/include/gtest/gtest.h" |
| #include "test/codec_factory.h" |
| #include "test/encode_test_driver.h" |
| #include "test/y4m_video_source.h" |
| #include "test/util.h" |
| |
| #if CONFIG_AV1_ENCODER |
| #if !CONFIG_REALTIME_ONLY |
| namespace { |
| |
| constexpr int kFrameNum = 8; |
| constexpr int kVersion = 1; |
| |
| typedef struct TestData { |
| int version = kVersion; |
| } TestData; |
| |
| typedef struct ToyModel { |
| TestData *data; |
| aom_ext_part_config_t config; |
| aom_ext_part_funcs_t funcs; |
| int mi_row; |
| int mi_col; |
| int frame_width; |
| int frame_height; |
| BLOCK_SIZE block_size; |
| } ToyModel; |
| |
| // Note: |
| // if CONFIG_PARTITION_SEARCH_ORDER = 0, we test APIs designed for the baseline |
| // encoder's DFS partition search workflow. |
| // if CONFIG_PARTITION_SEARCH_ORDER = 1, we test APIs designed for the new |
| // ML model's partition search workflow. |
| #if CONFIG_PARTITION_SEARCH_ORDER |
| aom_ext_part_status_t ext_part_create_model( |
| void *priv, const aom_ext_part_config_t *part_config, |
| aom_ext_part_model_t *ext_part_model) { |
| TestData *received_data = reinterpret_cast<TestData *>(priv); |
| EXPECT_EQ(received_data->version, kVersion); |
| ToyModel *toy_model = new (std::nothrow) ToyModel; |
| EXPECT_NE(toy_model, nullptr); |
| toy_model->data = received_data; |
| *ext_part_model = toy_model; |
| EXPECT_EQ(part_config->superblock_size, BLOCK_64X64); |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_send_features( |
| aom_ext_part_model_t ext_part_model, |
| const aom_partition_features_t *part_features) { |
| ToyModel *toy_model = static_cast<ToyModel *>(ext_part_model); |
| toy_model->mi_row = part_features->mi_row; |
| toy_model->mi_col = part_features->mi_col; |
| toy_model->frame_width = part_features->frame_width; |
| toy_model->frame_height = part_features->frame_height; |
| toy_model->block_size = static_cast<BLOCK_SIZE>(part_features->block_size); |
| return AOM_EXT_PART_OK; |
| } |
| |
| // The model provide the whole decision tree to the encoder. |
| aom_ext_part_status_t ext_part_get_partition_decision_whole_tree( |
| aom_ext_part_model_t ext_part_model, |
| aom_partition_decision_t *ext_part_decision) { |
| ToyModel *toy_model = static_cast<ToyModel *>(ext_part_model); |
| // A toy model that always asks the encoder to encode with |
| // 4x4 blocks (the smallest). |
| ext_part_decision->is_final_decision = 1; |
| // Note: super block size is fixed to BLOCK_64X64 for the |
| // input video. It is determined inside the encoder, see the |
| // check in "ext_part_create_model". |
| const int is_last_sb_col = |
| toy_model->mi_col * 4 + 64 > toy_model->frame_width; |
| const int is_last_sb_row = |
| toy_model->mi_row * 4 + 64 > toy_model->frame_height; |
| if (is_last_sb_row && is_last_sb_col) { |
| // 64x64: 1 node |
| // 32x32: 4 nodes (only the first one will further split) |
| // 16x16: 4 nodes |
| // 8x8: 4 * 4 nodes |
| // 4x4: 4 * 4 * 4 nodes |
| const int num_blocks = 1 + 4 + 4 + 4 * 4 + 4 * 4 * 4; |
| const int num_4x4_blocks = 4 * 4 * 4; |
| ext_part_decision->num_nodes = num_blocks; |
| // 64x64 |
| ext_part_decision->partition_decision[0] = PARTITION_SPLIT; |
| // 32x32, only the first one will split, the other three are |
| // out of frame boundary. |
| ext_part_decision->partition_decision[1] = PARTITION_SPLIT; |
| ext_part_decision->partition_decision[2] = PARTITION_NONE; |
| ext_part_decision->partition_decision[3] = PARTITION_NONE; |
| ext_part_decision->partition_decision[4] = PARTITION_NONE; |
| // The rest blocks inside the top-left 32x32 block. |
| for (int i = 5; i < num_blocks - num_4x4_blocks; ++i) { |
| ext_part_decision->partition_decision[0] = PARTITION_SPLIT; |
| } |
| for (int i = num_blocks - num_4x4_blocks; i < num_blocks; ++i) { |
| ext_part_decision->partition_decision[i] = PARTITION_NONE; |
| } |
| } else if (is_last_sb_row) { |
| // 64x64: 1 node |
| // 32x32: 4 nodes (only the first two will further split) |
| // 16x16: 2 * 4 nodes |
| // 8x8: 2 * 4 * 4 nodes |
| // 4x4: 2 * 4 * 4 * 4 nodes |
| const int num_blocks = 1 + 4 + 2 * 4 + 2 * 4 * 4 + 2 * 4 * 4 * 4; |
| const int num_4x4_blocks = 2 * 4 * 4 * 4; |
| ext_part_decision->num_nodes = num_blocks; |
| // 64x64 |
| ext_part_decision->partition_decision[0] = PARTITION_SPLIT; |
| // 32x32, only the first two will split, the other two are out |
| // of frame boundary. |
| ext_part_decision->partition_decision[1] = PARTITION_SPLIT; |
| ext_part_decision->partition_decision[2] = PARTITION_SPLIT; |
| ext_part_decision->partition_decision[3] = PARTITION_NONE; |
| ext_part_decision->partition_decision[4] = PARTITION_NONE; |
| // The rest blocks. |
| for (int i = 5; i < num_blocks - num_4x4_blocks; ++i) { |
| ext_part_decision->partition_decision[0] = PARTITION_SPLIT; |
| } |
| for (int i = num_blocks - num_4x4_blocks; i < num_blocks; ++i) { |
| ext_part_decision->partition_decision[i] = PARTITION_NONE; |
| } |
| } else if (is_last_sb_col) { |
| // 64x64: 1 node |
| // 32x32: 4 nodes (only the top-left and bottom-left will further split) |
| // 16x16: 2 * 4 nodes |
| // 8x8: 2 * 4 * 4 nodes |
| // 4x4: 2 * 4 * 4 * 4 nodes |
| const int num_blocks = 1 + 4 + 2 * 4 + 2 * 4 * 4 + 2 * 4 * 4 * 4; |
| const int num_4x4_blocks = 2 * 4 * 4 * 4; |
| ext_part_decision->num_nodes = num_blocks; |
| // 64x64 |
| ext_part_decision->partition_decision[0] = PARTITION_SPLIT; |
| // 32x32, only the top-left and bottom-left will split, the other two are |
| // out of frame boundary. |
| ext_part_decision->partition_decision[1] = PARTITION_SPLIT; |
| ext_part_decision->partition_decision[2] = PARTITION_NONE; |
| ext_part_decision->partition_decision[3] = PARTITION_SPLIT; |
| ext_part_decision->partition_decision[4] = PARTITION_NONE; |
| // The rest blocks. |
| for (int i = 5; i < num_blocks - num_4x4_blocks; ++i) { |
| ext_part_decision->partition_decision[0] = PARTITION_SPLIT; |
| } |
| for (int i = num_blocks - num_4x4_blocks; i < num_blocks; ++i) { |
| ext_part_decision->partition_decision[i] = PARTITION_NONE; |
| } |
| } else { |
| // 64x64: 1 node |
| // 32x32: 4 nodes |
| // 16x16: 4 * 4 nodes |
| // 8x8: 4 * 4 * 4 nodes |
| // 4x4: 4 * 4 * 4 * 4 nodes |
| const int num_blocks = 1 + 4 + 4 * 4 + 4 * 4 * 4 + 4 * 4 * 4 * 4; |
| const int num_4x4_blocks = 4 * 4 * 4 * 4; |
| ext_part_decision->num_nodes = num_blocks; |
| for (int i = 0; i < num_blocks - num_4x4_blocks; ++i) { |
| ext_part_decision->partition_decision[i] = PARTITION_SPLIT; |
| } |
| for (int i = num_blocks - num_4x4_blocks; i < num_blocks; ++i) { |
| ext_part_decision->partition_decision[i] = PARTITION_NONE; |
| } |
| } |
| |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_get_partition_decision_recursive( |
| aom_ext_part_model_t ext_part_model, |
| aom_partition_decision_t *ext_part_decision) { |
| ext_part_decision->current_decision = PARTITION_NONE; |
| ext_part_decision->is_final_decision = 1; |
| ToyModel *toy_model = static_cast<ToyModel *>(ext_part_model); |
| // Note: super block size is fixed to BLOCK_64X64 for the |
| // input video. It is determined inside the encoder, see the |
| // check in "ext_part_create_model". |
| const int is_last_sb_col = |
| toy_model->mi_col * 4 + 64 > toy_model->frame_width; |
| const int is_last_sb_row = |
| toy_model->mi_row * 4 + 64 > toy_model->frame_height; |
| if (is_last_sb_row && is_last_sb_col) { |
| if (block_size_wide[toy_model->block_size] == 64) { |
| ext_part_decision->current_decision = PARTITION_SPLIT; |
| } else { |
| ext_part_decision->current_decision = PARTITION_NONE; |
| } |
| } else if (is_last_sb_row) { |
| if (block_size_wide[toy_model->block_size] == 64) { |
| ext_part_decision->current_decision = PARTITION_SPLIT; |
| } else { |
| ext_part_decision->current_decision = PARTITION_NONE; |
| } |
| } else if (is_last_sb_col) { |
| if (block_size_wide[toy_model->block_size] == 64) { |
| ext_part_decision->current_decision = PARTITION_SPLIT; |
| } else { |
| ext_part_decision->current_decision = PARTITION_NONE; |
| } |
| } else { |
| ext_part_decision->current_decision = PARTITION_NONE; |
| } |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_send_partition_stats( |
| aom_ext_part_model_t ext_part_model, |
| const aom_partition_stats_t *ext_part_stats) { |
| (void)ext_part_model; |
| (void)ext_part_stats; |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_delete_model( |
| aom_ext_part_model_t ext_part_model) { |
| ToyModel *toy_model = static_cast<ToyModel *>(ext_part_model); |
| EXPECT_EQ(toy_model->data->version, kVersion); |
| delete toy_model; |
| return AOM_EXT_PART_OK; |
| } |
| |
| class ExternalPartitionTestAPI |
| : public ::libaom_test::CodecTestWith2Params<libaom_test::TestMode, int>, |
| public ::libaom_test::EncoderTest { |
| protected: |
| ExternalPartitionTestAPI() |
| : EncoderTest(GET_PARAM(0)), encoding_mode_(GET_PARAM(1)), |
| cpu_used_(GET_PARAM(2)), psnr_(0.0), nframes_(0) {} |
| virtual ~ExternalPartitionTestAPI() {} |
| |
| virtual void SetUp() { |
| InitializeConfig(encoding_mode_); |
| const aom_rational timebase = { 1, 30 }; |
| cfg_.g_timebase = timebase; |
| cfg_.rc_end_usage = AOM_VBR; |
| cfg_.g_threads = 1; |
| cfg_.g_lag_in_frames = 4; |
| cfg_.rc_target_bitrate = 400; |
| init_flags_ = AOM_CODEC_USE_PSNR; |
| } |
| |
| virtual bool DoDecode() const { return false; } |
| |
| virtual void BeginPassHook(unsigned int) { |
| psnr_ = 0.0; |
| nframes_ = 0; |
| } |
| |
| virtual void PSNRPktHook(const aom_codec_cx_pkt_t *pkt) { |
| psnr_ += pkt->data.psnr.psnr[0]; |
| nframes_++; |
| } |
| |
| double GetAveragePsnr() const { |
| if (nframes_) return psnr_ / nframes_; |
| return 0.0; |
| } |
| |
| void SetExternalPartition(bool use_external_partition) { |
| use_external_partition_ = use_external_partition; |
| } |
| |
| void SetPartitionControlMode(int mode) { partition_control_mode_ = mode; } |
| |
| void SetDecisionMode(aom_ext_part_decision_mode_t mode) { |
| decision_mode_ = mode; |
| } |
| |
| virtual void PreEncodeFrameHook(::libaom_test::VideoSource *video, |
| ::libaom_test::Encoder *encoder) { |
| if (video->frame() == 0) { |
| if (decision_mode_ == AOM_EXT_PART_WHOLE_TREE) { |
| aom_ext_part_funcs_t ext_part_funcs; |
| ext_part_funcs.priv = reinterpret_cast<void *>(&test_data_); |
| ext_part_funcs.decision_mode = AOM_EXT_PART_WHOLE_TREE; |
| ext_part_funcs.create_model = ext_part_create_model; |
| ext_part_funcs.send_features = ext_part_send_features; |
| ext_part_funcs.get_partition_decision = |
| ext_part_get_partition_decision_whole_tree; |
| ext_part_funcs.send_partition_stats = ext_part_send_partition_stats; |
| ext_part_funcs.delete_model = ext_part_delete_model; |
| |
| encoder->Control(AOME_SET_CPUUSED, cpu_used_); |
| encoder->Control(AOME_SET_ENABLEAUTOALTREF, 1); |
| if (use_external_partition_) { |
| encoder->Control(AV1E_SET_EXTERNAL_PARTITION, &ext_part_funcs); |
| } |
| if (partition_control_mode_ == -1) { |
| encoder->Control(AV1E_SET_MAX_PARTITION_SIZE, 128); |
| encoder->Control(AV1E_SET_MIN_PARTITION_SIZE, 4); |
| } else { |
| switch (partition_control_mode_) { |
| case 1: |
| encoder->Control(AV1E_SET_MAX_PARTITION_SIZE, 64); |
| encoder->Control(AV1E_SET_MIN_PARTITION_SIZE, 64); |
| break; |
| case 2: |
| encoder->Control(AV1E_SET_MAX_PARTITION_SIZE, 4); |
| encoder->Control(AV1E_SET_MIN_PARTITION_SIZE, 4); |
| break; |
| default: assert(0 && "Invalid partition control mode."); break; |
| } |
| } |
| } else if (decision_mode_ == AOM_EXT_PART_RECURSIVE) { |
| aom_ext_part_funcs_t ext_part_funcs; |
| ext_part_funcs.priv = reinterpret_cast<void *>(&test_data_); |
| ext_part_funcs.decision_mode = AOM_EXT_PART_RECURSIVE; |
| ext_part_funcs.create_model = ext_part_create_model; |
| ext_part_funcs.send_features = ext_part_send_features; |
| ext_part_funcs.get_partition_decision = |
| ext_part_get_partition_decision_recursive; |
| ext_part_funcs.send_partition_stats = ext_part_send_partition_stats; |
| ext_part_funcs.delete_model = ext_part_delete_model; |
| |
| encoder->Control(AOME_SET_CPUUSED, cpu_used_); |
| encoder->Control(AOME_SET_ENABLEAUTOALTREF, 1); |
| if (use_external_partition_) { |
| encoder->Control(AV1E_SET_EXTERNAL_PARTITION, &ext_part_funcs); |
| } |
| if (partition_control_mode_ == -1) { |
| encoder->Control(AV1E_SET_MAX_PARTITION_SIZE, 128); |
| encoder->Control(AV1E_SET_MIN_PARTITION_SIZE, 4); |
| } else { |
| switch (partition_control_mode_) { |
| case 1: |
| encoder->Control(AV1E_SET_MAX_PARTITION_SIZE, 64); |
| encoder->Control(AV1E_SET_MIN_PARTITION_SIZE, 64); |
| break; |
| case 2: |
| encoder->Control(AV1E_SET_MAX_PARTITION_SIZE, 4); |
| encoder->Control(AV1E_SET_MIN_PARTITION_SIZE, 4); |
| break; |
| default: assert(0 && "Invalid partition control mode."); break; |
| } |
| } |
| } else { |
| assert(0 && "Invalid decision mode."); |
| } |
| } |
| } |
| |
| private: |
| libaom_test::TestMode encoding_mode_; |
| int cpu_used_; |
| double psnr_; |
| unsigned int nframes_; |
| bool use_external_partition_ = false; |
| TestData test_data_; |
| int partition_control_mode_ = -1; |
| aom_ext_part_decision_mode_t decision_mode_; |
| }; |
| |
| // Encode twice and expect the same psnr value. |
| // The first run is a normal encoding run with restricted partition types, |
| // i.e., we use control flags to force the encoder to encode with the |
| // 4x4 block size. |
| // The second run is to get partition decisions from a toy model that we |
| // built, which will asks the encoder to encode with the 4x4 blocks. |
| // We expect the encoding results are the same. |
| TEST_P(ExternalPartitionTestAPI, WholePartitionTree4x4Block) { |
| ::libaom_test::Y4mVideoSource video("paris_352_288_30.y4m", 0, kFrameNum); |
| SetExternalPartition(false); |
| SetPartitionControlMode(2); |
| SetDecisionMode(AOM_EXT_PART_WHOLE_TREE); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| const double psnr = GetAveragePsnr(); |
| |
| SetExternalPartition(true); |
| SetPartitionControlMode(2); |
| SetDecisionMode(AOM_EXT_PART_WHOLE_TREE); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| const double psnr2 = GetAveragePsnr(); |
| |
| EXPECT_DOUBLE_EQ(psnr, psnr2); |
| } |
| |
| TEST_P(ExternalPartitionTestAPI, RecursivePartition) { |
| ::libaom_test::Y4mVideoSource video("paris_352_288_30.y4m", 0, kFrameNum); |
| SetExternalPartition(false); |
| SetPartitionControlMode(1); |
| SetDecisionMode(AOM_EXT_PART_RECURSIVE); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| const double psnr = GetAveragePsnr(); |
| |
| SetExternalPartition(true); |
| SetPartitionControlMode(1); |
| SetDecisionMode(AOM_EXT_PART_RECURSIVE); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| const double psnr2 = GetAveragePsnr(); |
| |
| const double psnr_thresh = 0.02; |
| EXPECT_NEAR(psnr, psnr2, psnr_thresh); |
| } |
| |
| AV1_INSTANTIATE_TEST_SUITE(ExternalPartitionTestAPI, |
| ::testing::Values(::libaom_test::kTwoPassGood), |
| ::testing::Values(4)); // cpu_used |
| |
| #else // !CONFIG_PARTITION_SEARCH_ORDER |
| // Feature files written during encoding, as defined in partition_strategy.c. |
| std::string feature_file_names[] = { |
| "feature_before_partition_none", |
| "feature_before_partition_none_prune_rect", |
| "feature_after_partition_none_prune", |
| "feature_after_partition_none_terminate", |
| "feature_after_partition_split_terminate", |
| "feature_after_partition_split_prune_rect", |
| "feature_after_partition_rect", |
| "feature_after_partition_ab", |
| }; |
| |
| // Files written here in the test, where the feature data is received |
| // from the API. |
| std::string test_feature_file_names[] = { |
| "test_feature_before_partition_none", |
| "test_feature_before_partition_none_prune_rect", |
| "test_feature_after_partition_none_prune", |
| "test_feature_after_partition_none_terminate", |
| "test_feature_after_partition_split_terminate", |
| "test_feature_after_partition_split_prune_rect", |
| "test_feature_after_partition_rect", |
| "test_feature_after_partition_ab", |
| }; |
| |
| static void write_features_to_file(const float *features, |
| const int feature_size, const int id) { |
| if (!WRITE_FEATURE_TO_FILE) return; |
| char filename[256]; |
| snprintf(filename, sizeof(filename), "%s", |
| test_feature_file_names[id].c_str()); |
| FILE *pfile = fopen(filename, "a"); |
| ASSERT_NE(pfile, nullptr); |
| for (int i = 0; i < feature_size; ++i) { |
| fprintf(pfile, "%.6f", features[i]); |
| if (i < feature_size - 1) fprintf(pfile, ","); |
| } |
| fprintf(pfile, "\n"); |
| fclose(pfile); |
| } |
| |
| aom_ext_part_status_t ext_part_create_model( |
| void *priv, const aom_ext_part_config_t *part_config, |
| aom_ext_part_model_t *ext_part_model) { |
| TestData *received_data = reinterpret_cast<TestData *>(priv); |
| EXPECT_EQ(received_data->version, kVersion); |
| ToyModel *toy_model = new (std::nothrow) ToyModel; |
| EXPECT_NE(toy_model, nullptr); |
| toy_model->data = received_data; |
| *ext_part_model = toy_model; |
| EXPECT_EQ(part_config->superblock_size, BLOCK_64X64); |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_create_model_test( |
| void *priv, const aom_ext_part_config_t *part_config, |
| aom_ext_part_model_t *ext_part_model) { |
| (void)priv; |
| (void)ext_part_model; |
| EXPECT_EQ(part_config->superblock_size, BLOCK_64X64); |
| // Return status indicates it's a encoder test. It lets the encoder |
| // set a flag and write partition features to text files. |
| return AOM_EXT_PART_TEST; |
| } |
| |
| aom_ext_part_status_t ext_part_send_features( |
| aom_ext_part_model_t ext_part_model, |
| const aom_partition_features_t *part_features) { |
| (void)ext_part_model; |
| (void)part_features; |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_send_features_test( |
| aom_ext_part_model_t ext_part_model, |
| const aom_partition_features_t *part_features) { |
| (void)ext_part_model; |
| if (part_features->id == AOM_EXT_PART_FEATURE_BEFORE_NONE) { |
| write_features_to_file(part_features->before_part_none.f, |
| AOM_EXT_PART_SIZE_DIRECT_SPLIT, 0); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_BEFORE_NONE_PART2) { |
| write_features_to_file(part_features->before_part_none.f_part2, |
| AOM_EXT_PART_SIZE_PRUNE_PART, 1); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_AFTER_NONE) { |
| write_features_to_file(part_features->after_part_none.f, |
| AOM_EXT_PART_SIZE_PRUNE_NONE, 2); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_AFTER_NONE_PART2) { |
| write_features_to_file(part_features->after_part_none.f_terminate, |
| AOM_EXT_PART_SIZE_TERM_NONE, 3); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_AFTER_SPLIT) { |
| write_features_to_file(part_features->after_part_split.f_terminate, |
| AOM_EXT_PART_SIZE_TERM_SPLIT, 4); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_AFTER_SPLIT_PART2) { |
| write_features_to_file(part_features->after_part_split.f_prune_rect, |
| AOM_EXT_PART_SIZE_PRUNE_RECT, 5); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_AFTER_RECT) { |
| write_features_to_file(part_features->after_part_rect.f, |
| AOM_EXT_PART_SIZE_PRUNE_AB, 6); |
| } else if (part_features->id == AOM_EXT_PART_FEATURE_AFTER_AB) { |
| write_features_to_file(part_features->after_part_ab.f, |
| AOM_EXT_PART_SIZE_PRUNE_4_WAY, 7); |
| } |
| return AOM_EXT_PART_TEST; |
| } |
| |
| aom_ext_part_status_t ext_part_get_partition_decision( |
| aom_ext_part_model_t ext_part_model, |
| aom_partition_decision_t *ext_part_decision) { |
| (void)ext_part_model; |
| (void)ext_part_decision; |
| // Return an invalid decision such that the encoder doesn't take any |
| // partition decision from the ml model. |
| return AOM_EXT_PART_ERROR; |
| } |
| |
| aom_ext_part_status_t ext_part_send_partition_stats( |
| aom_ext_part_model_t ext_part_model, |
| const aom_partition_stats_t *ext_part_stats) { |
| (void)ext_part_model; |
| (void)ext_part_stats; |
| return AOM_EXT_PART_OK; |
| } |
| |
| aom_ext_part_status_t ext_part_delete_model( |
| aom_ext_part_model_t ext_part_model) { |
| ToyModel *toy_model = static_cast<ToyModel *>(ext_part_model); |
| EXPECT_EQ(toy_model->data->version, kVersion); |
| delete toy_model; |
| return AOM_EXT_PART_OK; |
| } |
| |
| class ExternalPartitionTestDfsAPI |
| : public ::libaom_test::CodecTestWith2Params<libaom_test::TestMode, int>, |
| public ::libaom_test::EncoderTest { |
| protected: |
| ExternalPartitionTestDfsAPI() |
| : EncoderTest(GET_PARAM(0)), encoding_mode_(GET_PARAM(1)), |
| cpu_used_(GET_PARAM(2)), psnr_(0.0), nframes_(0) {} |
| virtual ~ExternalPartitionTestDfsAPI() {} |
| |
| virtual void SetUp() { |
| InitializeConfig(encoding_mode_); |
| const aom_rational timebase = { 1, 30 }; |
| cfg_.g_timebase = timebase; |
| cfg_.rc_end_usage = AOM_VBR; |
| cfg_.g_threads = 1; |
| cfg_.g_lag_in_frames = 4; |
| cfg_.rc_target_bitrate = 400; |
| init_flags_ = AOM_CODEC_USE_PSNR; |
| } |
| |
| virtual bool DoDecode() const { return false; } |
| |
| virtual void BeginPassHook(unsigned int) { |
| psnr_ = 0.0; |
| nframes_ = 0; |
| } |
| |
| virtual void PSNRPktHook(const aom_codec_cx_pkt_t *pkt) { |
| psnr_ += pkt->data.psnr.psnr[0]; |
| nframes_++; |
| } |
| |
| double GetAveragePsnr() const { |
| if (nframes_) return psnr_ / nframes_; |
| return 0.0; |
| } |
| |
| void SetExternalPartition(bool use_external_partition) { |
| use_external_partition_ = use_external_partition; |
| } |
| |
| void SetTestSendFeatures(int test_send_features) { |
| test_send_features_ = test_send_features; |
| } |
| |
| virtual void PreEncodeFrameHook(::libaom_test::VideoSource *video, |
| ::libaom_test::Encoder *encoder) { |
| if (video->frame() == 0) { |
| aom_ext_part_funcs_t ext_part_funcs; |
| ext_part_funcs.priv = reinterpret_cast<void *>(&test_data_); |
| if (use_external_partition_) { |
| ext_part_funcs.create_model = ext_part_create_model; |
| ext_part_funcs.send_features = ext_part_send_features; |
| } |
| if (test_send_features_ == 1) { |
| ext_part_funcs.create_model = ext_part_create_model; |
| ext_part_funcs.send_features = ext_part_send_features_test; |
| } else if (test_send_features_ == 0) { |
| ext_part_funcs.create_model = ext_part_create_model_test; |
| ext_part_funcs.send_features = ext_part_send_features; |
| } |
| ext_part_funcs.get_partition_decision = ext_part_get_partition_decision; |
| ext_part_funcs.send_partition_stats = ext_part_send_partition_stats; |
| ext_part_funcs.delete_model = ext_part_delete_model; |
| |
| encoder->Control(AOME_SET_CPUUSED, cpu_used_); |
| encoder->Control(AOME_SET_ENABLEAUTOALTREF, 1); |
| if (use_external_partition_) { |
| encoder->Control(AV1E_SET_EXTERNAL_PARTITION, &ext_part_funcs); |
| } |
| } |
| } |
| |
| private: |
| libaom_test::TestMode encoding_mode_; |
| int cpu_used_; |
| double psnr_; |
| unsigned int nframes_; |
| bool use_external_partition_ = false; |
| int test_send_features_ = -1; |
| TestData test_data_; |
| }; |
| |
| // Encode twice and expect the same psnr value. |
| // The first run is the baseline without external partition. |
| // The second run is to get partition decisions from the toy model we defined. |
| // Here, we let the partition decision return invalid for all stages. |
| // In this case, the external partition doesn't alter the original encoder |
| // behavior. So we expect the same encoding results. |
| TEST_P(ExternalPartitionTestDfsAPI, EncodeMatch) { |
| ::libaom_test::Y4mVideoSource video("paris_352_288_30.y4m", 0, kFrameNum); |
| SetExternalPartition(false); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| const double psnr = GetAveragePsnr(); |
| |
| SetExternalPartition(true); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| const double psnr2 = GetAveragePsnr(); |
| |
| EXPECT_DOUBLE_EQ(psnr, psnr2); |
| } |
| |
| // Encode twice to compare generated feature files. |
| // The first run let the encoder write partition features to file. |
| // The second run calls send partition features function to send features to |
| // the external model, and we write them to file. |
| // The generated files should match each other. |
| TEST_P(ExternalPartitionTestDfsAPI, SendFeatures) { |
| ::libaom_test::Y4mVideoSource video("paris_352_288_30.y4m", 0, kFrameNum); |
| SetExternalPartition(true); |
| SetTestSendFeatures(0); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| |
| SetExternalPartition(true); |
| SetTestSendFeatures(1); |
| ASSERT_NO_FATAL_FAILURE(RunLoop(&video)); |
| if (!WRITE_FEATURE_TO_FILE) return; |
| |
| // Compare feature files by reading them into strings. |
| for (int i = 0; i < 8; ++i) { |
| std::ifstream base_file(feature_file_names[i]); |
| ASSERT_TRUE(base_file.good()); |
| std::stringstream base_stream; |
| base_stream << base_file.rdbuf(); |
| std::string base_string = base_stream.str(); |
| |
| std::ifstream test_file(test_feature_file_names[i]); |
| ASSERT_TRUE(test_file.good()); |
| std::stringstream test_stream; |
| test_stream << test_file.rdbuf(); |
| std::string test_string = test_stream.str(); |
| |
| EXPECT_STREQ(base_string.c_str(), test_string.c_str()); |
| } |
| |
| // Remove files. |
| std::string command("rm -f feature_* test_feature_*"); |
| system(command.c_str()); |
| } |
| |
| AV1_INSTANTIATE_TEST_SUITE(ExternalPartitionTestDfsAPI, |
| ::testing::Values(::libaom_test::kTwoPassGood), |
| ::testing::Values(4)); // cpu_used |
| #endif // CONFIG_PARTITION_SEARCH_ORDER |
| |
| } // namespace |
| #endif // !CONFIG_REALTIME_ONLY |
| #endif // CONFIG_AV1_ENCODER |
