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/*
* 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