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/*
* Copyright (c) 2022 The WebRTC project authors. All Rights Reserved.
*
* Use of this source code is governed by a BSD-style license
* that can be found in the LICENSE file in the root of the source
* tree. An additional intellectual property rights grant can be found
* in the file PATENTS. All contributing project authors may
* be found in the AUTHORS file in the root of the source tree.
*/
#include <memory>
#include <string>
#include <vector>
#include "absl/flags/flag.h"
#include "absl/functional/any_invocable.h"
#include "api/environment/environment.h"
#include "api/environment/environment_factory.h"
#include "api/test/metrics/global_metrics_logger_and_exporter.h"
#include "api/units/data_rate.h"
#include "api/units/frequency.h"
#include "api/video/resolution.h"
#include "api/video_codecs/builtin_video_decoder_factory.h"
#include "api/video_codecs/builtin_video_encoder_factory.h"
#if defined(WEBRTC_ANDROID)
#include "modules/video_coding/codecs/test/android_codec_factory_helper.h"
#endif
#include "modules/video_coding/svc/scalability_mode_util.h"
#include "rtc_base/logging.h"
#include "rtc_base/strings/string_builder.h"
#include "test/explicit_key_value_config.h"
#include "test/field_trial.h"
#include "test/gtest.h"
#include "test/test_flags.h"
#include "test/testsupport/file_utils.h"
#include "test/video_codec_tester.h"
ABSL_FLAG(std::string,
input_path,
webrtc::test::ResourcePath("FourPeople_1280x720_30", "yuv"),
"Path to input video file.");
ABSL_FLAG(int, input_width, 1280, "Input video width.");
ABSL_FLAG(int, input_height, 720, "Input video height.");
ABSL_FLAG(double, input_framerate_fps, 30, "Input video framerate, fps.");
ABSL_FLAG(std::string,
encoder,
"libaom-av1",
"Encoder: libaom-av1, libvpx-vp9, libvpx-vp8, openh264, hw-vp8, "
"hw-vp9, hw-av1, hw-h264, hw-h265");
ABSL_FLAG(std::string,
decoder,
"dav1d",
"Decoder: dav1d, libvpx-vp9, libvpx-vp8, ffmpeg-h264, hw-vp8, "
"hw-vp9, hw-av1, hw-h264, hw-h265");
ABSL_FLAG(std::string, scalability_mode, "L1T1", "Scalability mode.");
ABSL_FLAG(absl::optional<int>, width, absl::nullopt, "Encode width.");
ABSL_FLAG(absl::optional<int>, height, absl::nullopt, "Encode height.");
ABSL_FLAG(std::vector<std::string>,
bitrate_kbps,
{"1024"},
"Encode target bitrate per layer (l0t0,l0t1,...l1t0,l1t1 and so on) "
"in kbps.");
ABSL_FLAG(absl::optional<double>,
framerate_fps,
absl::nullopt,
"Encode target frame rate of the top temporal layer in fps.");
ABSL_FLAG(bool, screencast, false, "Enable screen encoding mode.");
ABSL_FLAG(bool, frame_drop, true, "Enable frame dropping.");
ABSL_FLAG(int,
key_interval,
std::numeric_limits<int>::max(),
"Keyframe interval in frames.");
ABSL_FLAG(int, num_frames, 300, "Number of frames to encode and/or decode.");
ABSL_FLAG(std::string, field_trials, "", "Field trials to apply.");
ABSL_FLAG(std::string, test_name, "", "Test name.");
ABSL_FLAG(bool, dump_decoder_input, false, "Dump decoder input.");
ABSL_FLAG(bool, dump_decoder_output, false, "Dump decoder output.");
ABSL_FLAG(bool, dump_encoder_input, false, "Dump encoder input.");
ABSL_FLAG(bool, dump_encoder_output, false, "Dump encoder output.");
ABSL_FLAG(bool, write_csv, false, "Write metrics to a CSV file.");
namespace webrtc {
namespace test {
namespace {
using ::testing::Combine;
using ::testing::Values;
using VideoSourceSettings = VideoCodecTester::VideoSourceSettings;
using EncodingSettings = VideoCodecTester::EncodingSettings;
using VideoCodecStats = VideoCodecTester::VideoCodecStats;
using Filter = VideoCodecStats::Filter;
using PacingMode = VideoCodecTester::PacingSettings::PacingMode;
struct VideoInfo {
std::string name;
Resolution resolution;
Frequency framerate;
};
VideoInfo kFourPeople_1280x720_30 = {
.name = "FourPeople_1280x720_30",
.resolution = {.width = 1280, .height = 720},
.framerate = Frequency::Hertz(30)};
static constexpr Frequency k90kHz = Frequency::Hertz(90000);
VideoSourceSettings ToSourceSettings(VideoInfo video_info) {
return VideoSourceSettings{.file_path = ResourcePath(video_info.name, "yuv"),
.resolution = video_info.resolution,
.framerate = video_info.framerate};
}
std::string CodecNameToCodecType(std::string name) {
if (name.find("av1") != std::string::npos) {
return "AV1";
}
if (name.find("vp9") != std::string::npos) {
return "VP9";
}
if (name.find("vp8") != std::string::npos) {
return "VP8";
}
if (name.find("h264") != std::string::npos) {
return "H264";
}
if (name.find("h265") != std::string::npos) {
return "H265";
}
RTC_CHECK_NOTREACHED();
}
// TODO(webrtc:14852): Make Create[Encoder,Decoder]Factory to work with codec
// name directly.
std::string CodecNameToCodecImpl(std::string name) {
if (name.find("hw") != std::string::npos) {
return "mediacodec";
}
return "builtin";
}
std::unique_ptr<VideoEncoderFactory> CreateEncoderFactory(std::string impl) {
if (impl == "builtin") {
return CreateBuiltinVideoEncoderFactory();
}
#if defined(WEBRTC_ANDROID)
InitializeAndroidObjects();
return CreateAndroidEncoderFactory();
#else
return nullptr;
#endif
}
std::unique_ptr<VideoDecoderFactory> CreateDecoderFactory(std::string impl) {
if (impl == "builtin") {
return CreateBuiltinVideoDecoderFactory();
}
#if defined(WEBRTC_ANDROID)
InitializeAndroidObjects();
return CreateAndroidDecoderFactory();
#else
return nullptr;
#endif
}
std::string TestName() {
std::string test_name = absl::GetFlag(FLAGS_test_name);
if (!test_name.empty()) {
return test_name;
}
return ::testing::UnitTest::GetInstance()->current_test_info()->name();
}
std::string TestOutputPath() {
std::string output_path =
(rtc::StringBuilder() << OutputPath() << TestName()).str();
std::string output_dir = DirName(output_path);
bool result = CreateDir(output_dir);
RTC_CHECK(result) << "Cannot create " << output_dir;
return output_path;
}
} // namespace
std::unique_ptr<VideoCodecStats> RunEncodeDecodeTest(
const Environment& env,
std::string encoder_impl,
std::string decoder_impl,
const VideoSourceSettings& source_settings,
const std::map<uint32_t, EncodingSettings>& encoding_settings) {
const SdpVideoFormat& sdp_video_format =
encoding_settings.begin()->second.sdp_video_format;
std::unique_ptr<VideoEncoderFactory> encoder_factory =
CreateEncoderFactory(encoder_impl);
if (!encoder_factory
->QueryCodecSupport(sdp_video_format,
/*scalability_mode=*/absl::nullopt)
.is_supported) {
RTC_LOG(LS_WARNING) << "No " << encoder_impl << " encoder for video format "
<< sdp_video_format.ToString();
return nullptr;
}
std::unique_ptr<VideoDecoderFactory> decoder_factory =
CreateDecoderFactory(decoder_impl);
if (!decoder_factory
->QueryCodecSupport(sdp_video_format,
/*reference_scaling=*/false)
.is_supported) {
RTC_LOG(LS_WARNING) << "No " << decoder_impl << " decoder for video format "
<< sdp_video_format.ToString()
<< ". Trying built-in decoder.";
// TODO(ssilkin): No H264 support in ffmpeg on ARM. Consider trying HW
// decoder.
decoder_factory = CreateDecoderFactory("builtin");
if (!decoder_factory
->QueryCodecSupport(sdp_video_format,
/*reference_scaling=*/false)
.is_supported) {
RTC_LOG(LS_WARNING) << "No " << decoder_impl
<< " decoder for video format "
<< sdp_video_format.ToString();
return nullptr;
}
}
std::string output_path = TestOutputPath();
VideoCodecTester::EncoderSettings encoder_settings;
encoder_settings.pacing_settings.mode =
encoder_impl == "builtin" ? PacingMode::kNoPacing : PacingMode::kRealTime;
if (absl::GetFlag(FLAGS_dump_encoder_input)) {
encoder_settings.encoder_input_base_path = output_path + "_enc_input";
}
if (absl::GetFlag(FLAGS_dump_encoder_output)) {
encoder_settings.encoder_output_base_path = output_path + "_enc_output";
}
VideoCodecTester::DecoderSettings decoder_settings;
decoder_settings.pacing_settings.mode =
decoder_impl == "builtin" ? PacingMode::kNoPacing : PacingMode::kRealTime;
if (absl::GetFlag(FLAGS_dump_decoder_input)) {
decoder_settings.decoder_input_base_path = output_path + "_dec_input";
}
if (absl::GetFlag(FLAGS_dump_decoder_output)) {
decoder_settings.decoder_output_base_path = output_path + "_dec_output";
}
return VideoCodecTester::RunEncodeDecodeTest(
env, source_settings, encoder_factory.get(), decoder_factory.get(),
encoder_settings, decoder_settings, encoding_settings);
}
std::unique_ptr<VideoCodecStats> RunEncodeTest(
const Environment& env,
std::string encoder_impl,
const VideoSourceSettings& source_settings,
const std::map<uint32_t, EncodingSettings>& encoding_settings) {
const SdpVideoFormat& sdp_video_format =
encoding_settings.begin()->second.sdp_video_format;
std::unique_ptr<VideoEncoderFactory> encoder_factory =
CreateEncoderFactory(encoder_impl);
if (!encoder_factory
->QueryCodecSupport(sdp_video_format,
/*scalability_mode=*/absl::nullopt)
.is_supported) {
RTC_LOG(LS_WARNING) << "No encoder for video format "
<< sdp_video_format.ToString();
return nullptr;
}
std::string output_path = TestOutputPath();
VideoCodecTester::EncoderSettings encoder_settings;
encoder_settings.pacing_settings.mode =
encoder_impl == "builtin" ? PacingMode::kNoPacing : PacingMode::kRealTime;
if (absl::GetFlag(FLAGS_dump_encoder_input)) {
encoder_settings.encoder_input_base_path = output_path + "_enc_input";
}
if (absl::GetFlag(FLAGS_dump_encoder_output)) {
encoder_settings.encoder_output_base_path = output_path + "_enc_output";
}
return VideoCodecTester::RunEncodeTest(env, source_settings,
encoder_factory.get(),
encoder_settings, encoding_settings);
}
class SpatialQualityTest : public ::testing::TestWithParam<std::tuple<
/*codec_type=*/std::string,
/*codec_impl=*/std::string,
VideoInfo,
std::tuple</*width=*/int,
/*height=*/int,
/*framerate_fps=*/double,
/*bitrate_kbps=*/int,
/*expected_min_psnr=*/double>>> {
public:
static std::string TestParamsToString(
const ::testing::TestParamInfo<SpatialQualityTest::ParamType>& info) {
auto [codec_type, codec_impl, video_info, coding_settings] = info.param;
auto [width, height, framerate_fps, bitrate_kbps, psnr] = coding_settings;
return std::string(codec_type + codec_impl + video_info.name +
std::to_string(width) + "x" + std::to_string(height) +
"p" +
std::to_string(static_cast<int>(1000 * framerate_fps)) +
"mhz" + std::to_string(bitrate_kbps) + "kbps");
}
};
TEST_P(SpatialQualityTest, SpatialQuality) {
const Environment env = CreateEnvironment();
auto [codec_type, codec_impl, video_info, coding_settings] = GetParam();
auto [width, height, framerate_fps, bitrate_kbps, expected_min_psnr] =
coding_settings;
int duration_s = 10;
int num_frames = duration_s * framerate_fps;
VideoSourceSettings source_settings = ToSourceSettings(video_info);
EncodingSettings encoding_settings = VideoCodecTester::CreateEncodingSettings(
env, codec_type, /*scalability_mode=*/"L1T1", width, height,
{DataRate::KilobitsPerSec(bitrate_kbps)},
Frequency::Hertz(framerate_fps));
std::map<uint32_t, EncodingSettings> frame_settings =
VideoCodecTester::CreateFrameSettings(encoding_settings, num_frames);
std::unique_ptr<VideoCodecStats> stats = RunEncodeDecodeTest(
env, codec_impl, codec_impl, source_settings, frame_settings);
VideoCodecStats::Stream stream;
if (stats != nullptr) {
stream = stats->Aggregate(Filter{});
if (absl::GetFlag(FLAGS_webrtc_quick_perf_test)) {
EXPECT_GE(stream.psnr.y.GetAverage(), expected_min_psnr);
}
}
stream.LogMetrics(
GetGlobalMetricsLogger(),
::testing::UnitTest::GetInstance()->current_test_info()->name(),
/*prefix=*/"",
/*metadata=*/
{{"video_name", video_info.name},
{"codec_type", codec_type},
{"codec_impl", codec_impl}});
}
INSTANTIATE_TEST_SUITE_P(
All,
SpatialQualityTest,
Combine(Values("AV1", "VP9", "VP8", "H264", "H265"),
#if defined(WEBRTC_ANDROID)
Values("builtin", "mediacodec"),
#else
Values("builtin"),
#endif
Values(kFourPeople_1280x720_30),
Values(std::make_tuple(320, 180, 30, 32, 26),
std::make_tuple(320, 180, 30, 64, 29),
std::make_tuple(320, 180, 30, 128, 32),
std::make_tuple(320, 180, 30, 256, 36),
std::make_tuple(640, 360, 30, 128, 29),
std::make_tuple(640, 360, 30, 256, 33),
std::make_tuple(640, 360, 30, 384, 35),
std::make_tuple(640, 360, 30, 512, 36),
std::make_tuple(1280, 720, 30, 256, 30),
std::make_tuple(1280, 720, 30, 512, 34),
std::make_tuple(1280, 720, 30, 1024, 37),
std::make_tuple(1280, 720, 30, 2048, 39))),
SpatialQualityTest::TestParamsToString);
class BitrateAdaptationTest
: public ::testing::TestWithParam<
std::tuple</*codec_type=*/std::string,
/*codec_impl=*/std::string,
VideoInfo,
std::pair</*bitrate_kbps=*/int, /*bitrate_kbps=*/int>>> {
public:
static std::string TestParamsToString(
const ::testing::TestParamInfo<BitrateAdaptationTest::ParamType>& info) {
auto [codec_type, codec_impl, video_info, bitrate_kbps] = info.param;
return std::string(codec_type + codec_impl + video_info.name +
std::to_string(bitrate_kbps.first) + "kbps" +
std::to_string(bitrate_kbps.second) + "kbps");
}
};
TEST_P(BitrateAdaptationTest, BitrateAdaptation) {
auto [codec_type, codec_impl, video_info, bitrate_kbps] = GetParam();
const Environment env = CreateEnvironment();
int duration_s = 10; // Duration of fixed rate interval.
int num_frames =
static_cast<int>(duration_s * video_info.framerate.hertz<double>());
VideoSourceSettings source_settings = ToSourceSettings(video_info);
EncodingSettings encoding_settings = VideoCodecTester::CreateEncodingSettings(
env, codec_type, /*scalability_mode=*/"L1T1",
/*width=*/640, /*height=*/360,
{DataRate::KilobitsPerSec(bitrate_kbps.first)},
/*framerate=*/Frequency::Hertz(30));
EncodingSettings encoding_settings2 =
VideoCodecTester::CreateEncodingSettings(
env, codec_type, /*scalability_mode=*/"L1T1",
/*width=*/640, /*height=*/360,
{DataRate::KilobitsPerSec(bitrate_kbps.second)},
/*framerate=*/Frequency::Hertz(30));
std::map<uint32_t, EncodingSettings> frame_settings =
VideoCodecTester::CreateFrameSettings(encoding_settings, num_frames);
uint32_t timestamp_rtp =
frame_settings.rbegin()->first + k90kHz / Frequency::Hertz(30);
std::map<uint32_t, EncodingSettings> frame_settings2 =
VideoCodecTester::CreateFrameSettings(encoding_settings2, num_frames,
timestamp_rtp);
frame_settings.merge(frame_settings2);
std::unique_ptr<VideoCodecStats> stats =
RunEncodeTest(env, codec_impl, source_settings, frame_settings);
VideoCodecStats::Stream stream;
if (stats != nullptr) {
stream = stats->Aggregate({.min_timestamp_rtp = timestamp_rtp});
if (absl::GetFlag(FLAGS_webrtc_quick_perf_test)) {
EXPECT_NEAR(stream.bitrate_mismatch_pct.GetAverage(), 0, 10);
EXPECT_NEAR(stream.framerate_mismatch_pct.GetAverage(), 0, 10);
}
}
stream.LogMetrics(
GetGlobalMetricsLogger(),
::testing::UnitTest::GetInstance()->current_test_info()->name(),
/*prefix=*/"",
/*metadata=*/
{{"codec_type", codec_type},
{"codec_impl", codec_impl},
{"video_name", video_info.name},
{"rate_profile", std::to_string(bitrate_kbps.first) + "," +
std::to_string(bitrate_kbps.second)}});
}
INSTANTIATE_TEST_SUITE_P(All,
BitrateAdaptationTest,
Combine(Values("AV1", "VP9", "VP8", "H264", "H265"),
#if defined(WEBRTC_ANDROID)
Values("builtin", "mediacodec"),
#else
Values("builtin"),
#endif
Values(kFourPeople_1280x720_30),
Values(std::pair(1024, 512),
std::pair(512, 1024))),
BitrateAdaptationTest::TestParamsToString);
class FramerateAdaptationTest
: public ::testing::TestWithParam<std::tuple</*codec_type=*/std::string,
/*codec_impl=*/std::string,
VideoInfo,
std::pair<double, double>>> {
public:
static std::string TestParamsToString(
const ::testing::TestParamInfo<FramerateAdaptationTest::ParamType>&
info) {
auto [codec_type, codec_impl, video_info, framerate_fps] = info.param;
return std::string(
codec_type + codec_impl + video_info.name +
std::to_string(static_cast<int>(1000 * framerate_fps.first)) + "mhz" +
std::to_string(static_cast<int>(1000 * framerate_fps.second)) + "mhz");
}
};
TEST_P(FramerateAdaptationTest, FramerateAdaptation) {
auto [codec_type, codec_impl, video_info, framerate_fps] = GetParam();
const Environment env = CreateEnvironment();
int duration_s = 10; // Duration of fixed rate interval.
VideoSourceSettings source_settings = ToSourceSettings(video_info);
EncodingSettings encoding_settings = VideoCodecTester::CreateEncodingSettings(
env, codec_type, /*scalability_mode=*/"L1T1",
/*width=*/640, /*height=*/360,
/*bitrate=*/{DataRate::KilobitsPerSec(512)},
Frequency::Hertz(framerate_fps.first));
EncodingSettings encoding_settings2 =
VideoCodecTester::CreateEncodingSettings(
env, codec_type, /*scalability_mode=*/"L1T1",
/*width=*/640, /*height=*/360,
/*bitrate=*/{DataRate::KilobitsPerSec(512)},
Frequency::Hertz(framerate_fps.second));
int num_frames = static_cast<int>(duration_s * framerate_fps.first);
std::map<uint32_t, EncodingSettings> frame_settings =
VideoCodecTester::CreateFrameSettings(encoding_settings, num_frames);
uint32_t timestamp_rtp = frame_settings.rbegin()->first +
k90kHz / Frequency::Hertz(framerate_fps.first);
num_frames = static_cast<int>(duration_s * framerate_fps.second);
std::map<uint32_t, EncodingSettings> frame_settings2 =
VideoCodecTester::CreateFrameSettings(encoding_settings2, num_frames,
timestamp_rtp);
frame_settings.merge(frame_settings2);
std::unique_ptr<VideoCodecStats> stats =
RunEncodeTest(env, codec_impl, source_settings, frame_settings);
VideoCodecStats::Stream stream;
if (stats != nullptr) {
stream = stats->Aggregate({.min_timestamp_rtp = timestamp_rtp});
if (absl::GetFlag(FLAGS_webrtc_quick_perf_test)) {
EXPECT_NEAR(stream.bitrate_mismatch_pct.GetAverage(), 0, 10);
EXPECT_NEAR(stream.framerate_mismatch_pct.GetAverage(), 0, 10);
}
}
stream.LogMetrics(
GetGlobalMetricsLogger(),
::testing::UnitTest::GetInstance()->current_test_info()->name(),
/*prefix=*/"",
/*metadata=*/
{{"codec_type", codec_type},
{"codec_impl", codec_impl},
{"video_name", video_info.name},
{"rate_profile", std::to_string(framerate_fps.first) + "," +
std::to_string(framerate_fps.second)}});
}
INSTANTIATE_TEST_SUITE_P(All,
FramerateAdaptationTest,
Combine(Values("AV1", "VP9", "VP8", "H264", "H265"),
#if defined(WEBRTC_ANDROID)
Values("builtin", "mediacodec"),
#else
Values("builtin"),
#endif
Values(kFourPeople_1280x720_30),
Values(std::pair(30, 15), std::pair(15, 30))),
FramerateAdaptationTest::TestParamsToString);
TEST(VideoCodecTest, DISABLED_EncodeDecode) {
ScopedFieldTrials field_trials(absl::GetFlag(FLAGS_field_trials));
const Environment env =
CreateEnvironment(std::make_unique<ExplicitKeyValueConfig>(
absl::GetFlag(FLAGS_field_trials)));
VideoSourceSettings source_settings{
.file_path = absl::GetFlag(FLAGS_input_path),
.resolution = {.width = absl::GetFlag(FLAGS_input_width),
.height = absl::GetFlag(FLAGS_input_height)},
.framerate =
Frequency::Hertz<double>(absl::GetFlag(FLAGS_input_framerate_fps))};
std::vector<std::string> bitrate_str = absl::GetFlag(FLAGS_bitrate_kbps);
std::vector<DataRate> bitrate;
std::transform(bitrate_str.begin(), bitrate_str.end(),
std::back_inserter(bitrate), [](const std::string& str) {
return DataRate::KilobitsPerSec(std::stoi(str));
});
Frequency framerate = Frequency::Hertz<double>(
absl::GetFlag(FLAGS_framerate_fps)
.value_or(absl::GetFlag(FLAGS_input_framerate_fps)));
EncodingSettings encoding_settings = VideoCodecTester::CreateEncodingSettings(
env, CodecNameToCodecType(absl::GetFlag(FLAGS_encoder)),
absl::GetFlag(FLAGS_scalability_mode),
absl::GetFlag(FLAGS_width).value_or(absl::GetFlag(FLAGS_input_width)),
absl::GetFlag(FLAGS_height).value_or(absl::GetFlag(FLAGS_input_height)),
{bitrate}, framerate, absl::GetFlag(FLAGS_screencast),
absl::GetFlag(FLAGS_frame_drop));
int num_frames = absl::GetFlag(FLAGS_num_frames);
int key_interval = absl::GetFlag(FLAGS_key_interval);
uint32_t timestamp_rtp = 90000;
std::map<uint32_t, EncodingSettings> frame_settings;
for (int frame_num = 0; frame_num < num_frames; ++frame_num) {
encoding_settings.keyframe =
(key_interval > 0 && (frame_num % key_interval) == 0);
frame_settings.emplace(timestamp_rtp, encoding_settings);
timestamp_rtp += k90kHz / framerate;
}
std::unique_ptr<VideoCodecStats> stats;
std::string decoder = absl::GetFlag(FLAGS_decoder);
if (decoder == "null") {
stats =
RunEncodeTest(env, CodecNameToCodecImpl(absl::GetFlag(FLAGS_encoder)),
source_settings, frame_settings);
} else {
// TODO(webrtc:14852): Pass encoder and decoder names directly, and update
// logged test name (implies lossing history in the chromeperf dashboard).
// Sync with changes in Stream::LogMetrics (see TODOs there).
stats = RunEncodeDecodeTest(
env, CodecNameToCodecImpl(absl::GetFlag(FLAGS_encoder)),
CodecNameToCodecImpl(decoder), source_settings, frame_settings);
}
ASSERT_NE(nullptr, stats);
// Log unsliced metrics.
VideoCodecStats::Stream stream = stats->Aggregate(Filter{});
stream.LogMetrics(GetGlobalMetricsLogger(), TestName(), /*prefix=*/"",
/*metadata=*/{});
// Log metrics sliced on spatial and temporal layer.
ScalabilityMode scalability_mode =
*ScalabilityModeFromString(absl::GetFlag(FLAGS_scalability_mode));
int num_spatial_layers = ScalabilityModeToNumSpatialLayers(scalability_mode);
int num_temporal_layers =
ScalabilityModeToNumTemporalLayers(scalability_mode);
for (int sidx = 0; sidx < num_spatial_layers; ++sidx) {
for (int tidx = 0; tidx < num_temporal_layers; ++tidx) {
std::string metric_name_prefix =
(rtc::StringBuilder() << "s" << sidx << "t" << tidx << "_").str();
stream = stats->Aggregate(
{.layer_id = {{.spatial_idx = sidx, .temporal_idx = tidx}}});
stream.LogMetrics(GetGlobalMetricsLogger(), TestName(),
metric_name_prefix,
/*metadata=*/{});
}
}
if (absl::GetFlag(FLAGS_write_csv)) {
stats->LogMetrics(
(rtc::StringBuilder() << TestOutputPath() << ".csv").str(),
stats->Slice(Filter{}, /*merge=*/false), /*metadata=*/
{{"test_name", TestName()}});
}
}
} // namespace test
} // namespace webrtc