summaryrefslogtreecommitdiffstats
path: root/chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc
diff options
context:
space:
mode:
Diffstat (limited to 'chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc')
-rw-r--r--chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc342
1 files changed, 264 insertions, 78 deletions
diff --git a/chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc b/chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc
index a5e2d6f5de7..764c2584c3b 100644
--- a/chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc
+++ b/chromium/third_party/webrtc/video_engine/overuse_frame_detector.cc
@@ -15,12 +15,12 @@
#include <algorithm>
#include <list>
+#include <map>
#include "webrtc/modules/video_coding/utility/include/exp_filter.h"
#include "webrtc/system_wrappers/interface/clock.h"
#include "webrtc/system_wrappers/interface/critical_section_wrapper.h"
-#include "webrtc/system_wrappers/interface/trace.h"
-#include "webrtc/video_engine/include/vie_base.h"
+#include "webrtc/system_wrappers/interface/logging.h"
namespace webrtc {
@@ -29,15 +29,8 @@ namespace webrtc {
namespace {
const int64_t kProcessIntervalMs = 5000;
-// Consecutive checks above threshold to trigger overuse.
-const int kConsecutiveChecksAboveThreshold = 2;
-
-// Minimum samples required to perform a check.
-const size_t kMinFrameSampleCount = 15;
-
// Weight factor to apply to the standard deviation.
const float kWeightFactor = 0.997f;
-
// Weight factor to apply to the average.
const float kWeightFactorMean = 0.98f;
@@ -45,12 +38,12 @@ const float kWeightFactorMean = 0.98f;
const int kQuickRampUpDelayMs = 10 * 1000;
// Delay between rampup attempts. Initially uses standard, scales up to max.
const int kStandardRampUpDelayMs = 30 * 1000;
-const int kMaxRampUpDelayMs = 120 * 1000;
+const int kMaxRampUpDelayMs = 240 * 1000;
// Expontential back-off factor, to prevent annoying up-down behaviour.
const double kRampUpBackoffFactor = 2.0;
-// The initial average encode time (set to a fairly small value).
-const float kInitialAvgEncodeTimeMs = 5.0f;
+// Max number of overuses detected before always applying the rampup delay.
+const int kMaxOverusesBeforeApplyRampupDelay = 7;
// The maximum exponent to use in VCMExpFilter.
const float kSampleDiffMs = 33.0f;
@@ -63,23 +56,28 @@ Statistics::Statistics() :
count_(0),
filtered_samples_(new VCMExpFilter(kWeightFactorMean)),
filtered_variance_(new VCMExpFilter(kWeightFactor)) {
+ Reset();
+}
+
+void Statistics::SetOptions(const CpuOveruseOptions& options) {
+ options_ = options;
}
void Statistics::Reset() {
sum_ = 0.0;
count_ = 0;
+ filtered_variance_->Reset(kWeightFactor);
+ filtered_variance_->Apply(1.0f, InitialVariance());
}
void Statistics::AddSample(float sample_ms) {
sum_ += sample_ms;
++count_;
- if (count_ < kMinFrameSampleCount) {
+ if (count_ < static_cast<uint32_t>(options_.min_frame_samples)) {
// Initialize filtered samples.
filtered_samples_->Reset(kWeightFactorMean);
filtered_samples_->Apply(1.0f, InitialMean());
- filtered_variance_->Reset(kWeightFactor);
- filtered_variance_->Apply(1.0f, InitialVariance());
return;
}
@@ -98,7 +96,8 @@ float Statistics::InitialMean() const {
float Statistics::InitialVariance() const {
// Start in between the underuse and overuse threshold.
- float average_stddev = (kNormalUseStdDevMs + kOveruseStdDevMs)/2.0f;
+ float average_stddev = (options_.low_capture_jitter_threshold_ms +
+ options_.high_capture_jitter_threshold_ms) / 2.0f;
return average_stddev * average_stddev;
}
@@ -116,6 +115,7 @@ class OveruseFrameDetector::EncodeTimeAvg {
public:
EncodeTimeAvg()
: kWeightFactor(0.5f),
+ kInitialAvgEncodeTimeMs(5.0f),
filtered_encode_time_ms_(new VCMExpFilter(kWeightFactor)) {
filtered_encode_time_ms_->Apply(1.0f, kInitialAvgEncodeTimeMs);
}
@@ -127,12 +127,13 @@ class OveruseFrameDetector::EncodeTimeAvg {
filtered_encode_time_ms_->Apply(exp, encode_time_ms);
}
- int filtered_encode_time_ms() const {
+ int Value() const {
return static_cast<int>(filtered_encode_time_ms_->Value() + 0.5);
}
private:
const float kWeightFactor;
+ const float kInitialAvgEncodeTimeMs;
scoped_ptr<VCMExpFilter> filtered_encode_time_ms_;
};
@@ -142,13 +143,27 @@ class OveruseFrameDetector::EncodeUsage {
EncodeUsage()
: kWeightFactorFrameDiff(0.998f),
kWeightFactorEncodeTime(0.995f),
+ kInitialSampleDiffMs(40.0f),
+ kMaxSampleDiffMs(45.0f),
+ count_(0),
filtered_encode_time_ms_(new VCMExpFilter(kWeightFactorEncodeTime)),
filtered_frame_diff_ms_(new VCMExpFilter(kWeightFactorFrameDiff)) {
- filtered_encode_time_ms_->Apply(1.0f, kInitialAvgEncodeTimeMs);
- filtered_frame_diff_ms_->Apply(1.0f, kSampleDiffMs);
+ Reset();
}
~EncodeUsage() {}
+ void SetOptions(const CpuOveruseOptions& options) {
+ options_ = options;
+ }
+
+ void Reset() {
+ count_ = 0;
+ filtered_frame_diff_ms_->Reset(kWeightFactorFrameDiff);
+ filtered_frame_diff_ms_->Apply(1.0f, kInitialSampleDiffMs);
+ filtered_encode_time_ms_->Reset(kWeightFactorEncodeTime);
+ filtered_encode_time_ms_->Apply(1.0f, InitialEncodeTimeMs());
+ }
+
void AddSample(float sample_ms) {
float exp = sample_ms / kSampleDiffMs;
exp = std::min(exp, kMaxExp);
@@ -156,25 +171,149 @@ class OveruseFrameDetector::EncodeUsage {
}
void AddEncodeSample(float encode_time_ms, int64_t diff_last_sample_ms) {
+ ++count_;
float exp = diff_last_sample_ms / kSampleDiffMs;
exp = std::min(exp, kMaxExp);
filtered_encode_time_ms_->Apply(exp, encode_time_ms);
}
- int UsageInPercent() const {
+ int Value() const {
+ if (count_ < static_cast<uint32_t>(options_.min_frame_samples)) {
+ return static_cast<int>(InitialUsageInPercent() + 0.5f);
+ }
float frame_diff_ms = std::max(filtered_frame_diff_ms_->Value(), 1.0f);
+ frame_diff_ms = std::min(frame_diff_ms, kMaxSampleDiffMs);
float encode_usage_percent =
100.0f * filtered_encode_time_ms_->Value() / frame_diff_ms;
return static_cast<int>(encode_usage_percent + 0.5);
}
private:
+ float InitialUsageInPercent() const {
+ // Start in between the underuse and overuse threshold.
+ return (options_.low_encode_usage_threshold_percent +
+ options_.high_encode_usage_threshold_percent) / 2.0f;
+ }
+
+ float InitialEncodeTimeMs() const {
+ return InitialUsageInPercent() * kInitialSampleDiffMs / 100;
+ }
+
const float kWeightFactorFrameDiff;
const float kWeightFactorEncodeTime;
+ const float kInitialSampleDiffMs;
+ const float kMaxSampleDiffMs;
+ uint64_t count_;
+ CpuOveruseOptions options_;
scoped_ptr<VCMExpFilter> filtered_encode_time_ms_;
scoped_ptr<VCMExpFilter> filtered_frame_diff_ms_;
};
+// Class for calculating the relative standard deviation of encode times.
+class OveruseFrameDetector::EncodeTimeRsd {
+ public:
+ EncodeTimeRsd(Clock* clock)
+ : kWeightFactor(0.6f),
+ count_(0),
+ filtered_rsd_(new VCMExpFilter(kWeightFactor)),
+ hist_samples_(0),
+ hist_sum_(0.0f),
+ last_process_time_ms_(clock->TimeInMilliseconds()) {
+ Reset();
+ }
+ ~EncodeTimeRsd() {}
+
+ void SetOptions(const CpuOveruseOptions& options) {
+ options_ = options;
+ }
+
+ void Reset() {
+ count_ = 0;
+ filtered_rsd_->Reset(kWeightFactor);
+ filtered_rsd_->Apply(1.0f, InitialValue());
+ hist_.clear();
+ hist_samples_ = 0;
+ hist_sum_ = 0.0f;
+ }
+
+ void AddEncodeSample(float encode_time_ms) {
+ int bin = static_cast<int>(encode_time_ms + 0.5f);
+ if (bin <= 0) {
+ // The frame was probably not encoded, skip possible dropped frame.
+ return;
+ }
+ ++count_;
+ ++hist_[bin];
+ ++hist_samples_;
+ hist_sum_ += bin;
+ }
+
+ void Process(int64_t now) {
+ if (count_ < static_cast<uint32_t>(options_.min_frame_samples)) {
+ // Have not received min number of frames since last reset.
+ return;
+ }
+ const int kMinHistSamples = 20;
+ if (hist_samples_ < kMinHistSamples) {
+ return;
+ }
+ const int64_t kMinDiffSinceLastProcessMs = 1000;
+ int64_t diff_last_process_ms = now - last_process_time_ms_;
+ if (now - last_process_time_ms_ <= kMinDiffSinceLastProcessMs) {
+ return;
+ }
+ last_process_time_ms_ = now;
+
+ // Calculate variance (using samples above the mean).
+ // Checks for a larger encode time of some frames while there is a small
+ // increase in the average time.
+ int mean = hist_sum_ / hist_samples_;
+ float variance = 0.0f;
+ int total_count = 0;
+ for (std::map<int,int>::iterator it = hist_.begin();
+ it != hist_.end(); ++it) {
+ int time = it->first;
+ int count = it->second;
+ if (time > mean) {
+ total_count += count;
+ for (int i = 0; i < count; ++i) {
+ variance += ((time - mean) * (time - mean));
+ }
+ }
+ }
+ variance /= std::max(total_count, 1);
+ float cov = sqrt(variance) / mean;
+
+ hist_.clear();
+ hist_samples_ = 0;
+ hist_sum_ = 0.0f;
+
+ float exp = static_cast<float>(diff_last_process_ms) / kProcessIntervalMs;
+ exp = std::min(exp, kMaxExp);
+ filtered_rsd_->Apply(exp, 100.0f * cov);
+ }
+
+ int Value() const {
+ return static_cast<int>(filtered_rsd_->Value() + 0.5);
+ }
+
+ private:
+ float InitialValue() const {
+ // Start in between the underuse and overuse threshold.
+ return std::max(((options_.low_encode_time_rsd_threshold +
+ options_.high_encode_time_rsd_threshold) / 2.0f), 0.0f);
+ }
+
+ const float kWeightFactor;
+ uint32_t count_; // Number of encode samples since last reset.
+ CpuOveruseOptions options_;
+ scoped_ptr<VCMExpFilter> filtered_rsd_;
+ int hist_samples_;
+ float hist_sum_;
+ std::map<int,int> hist_; // Histogram of encode time of frames.
+ int64_t last_process_time_ms_;
+};
+
// Class for calculating the capture queue delay change.
class OveruseFrameDetector::CaptureQueueDelay {
public:
@@ -221,7 +360,7 @@ class OveruseFrameDetector::CaptureQueueDelay {
return delay_ms_;
}
- int filtered_delay_ms_per_s() const {
+ int Value() const {
return static_cast<int>(filtered_delay_ms_per_s_->Value() + 0.5);
}
@@ -232,25 +371,23 @@ class OveruseFrameDetector::CaptureQueueDelay {
scoped_ptr<VCMExpFilter> filtered_delay_ms_per_s_;
};
-OveruseFrameDetector::OveruseFrameDetector(Clock* clock,
- float normaluse_stddev_ms,
- float overuse_stddev_ms)
+OveruseFrameDetector::OveruseFrameDetector(Clock* clock)
: crit_(CriticalSectionWrapper::CreateCriticalSection()),
- normaluse_stddev_ms_(normaluse_stddev_ms),
- overuse_stddev_ms_(overuse_stddev_ms),
observer_(NULL),
clock_(clock),
next_process_time_(clock_->TimeInMilliseconds()),
+ num_process_times_(0),
last_capture_time_(0),
last_overuse_time_(0),
checks_above_threshold_(0),
+ num_overuse_detections_(0),
last_rampup_time_(0),
in_quick_rampup_(false),
current_rampup_delay_ms_(kStandardRampUpDelayMs),
num_pixels_(0),
- last_capture_jitter_ms_(-1),
last_encode_sample_ms_(0),
encode_time_(new EncodeTimeAvg()),
+ encode_rsd_(new EncodeTimeRsd(clock)),
encode_usage_(new EncodeUsage()),
capture_queue_delay_(new CaptureQueueDelay()) {
}
@@ -263,24 +400,32 @@ void OveruseFrameDetector::SetObserver(CpuOveruseObserver* observer) {
observer_ = observer;
}
-int OveruseFrameDetector::AvgEncodeTimeMs() const {
+void OveruseFrameDetector::SetOptions(const CpuOveruseOptions& options) {
+ assert(options.min_frame_samples > 0);
CriticalSectionScoped cs(crit_.get());
- return encode_time_->filtered_encode_time_ms();
-}
-
-int OveruseFrameDetector::EncodeUsagePercent() const {
- CriticalSectionScoped cs(crit_.get());
- return encode_usage_->UsageInPercent();
+ if (options_.Equals(options)) {
+ return;
+ }
+ options_ = options;
+ capture_deltas_.SetOptions(options);
+ encode_usage_->SetOptions(options);
+ encode_rsd_->SetOptions(options);
+ ResetAll(num_pixels_);
}
-int OveruseFrameDetector::AvgCaptureQueueDelayMsPerS() const {
+int OveruseFrameDetector::CaptureQueueDelayMsPerS() const {
CriticalSectionScoped cs(crit_.get());
- return capture_queue_delay_->filtered_delay_ms_per_s();
+ return capture_queue_delay_->delay_ms();
}
-int OveruseFrameDetector::CaptureQueueDelayMsPerS() const {
+void OveruseFrameDetector::GetCpuOveruseMetrics(
+ CpuOveruseMetrics* metrics) const {
CriticalSectionScoped cs(crit_.get());
- return capture_queue_delay_->delay_ms();
+ metrics->capture_jitter_ms = static_cast<int>(capture_deltas_.StdDev() + 0.5);
+ metrics->avg_encode_time_ms = encode_time_->Value();
+ metrics->encode_rsd = encode_rsd_->Value();
+ metrics->encode_usage_percent = encode_usage_->Value();
+ metrics->capture_queue_delay_ms_per_s = capture_queue_delay_->Value();
}
int32_t OveruseFrameDetector::TimeUntilNextProcess() {
@@ -288,26 +433,45 @@ int32_t OveruseFrameDetector::TimeUntilNextProcess() {
return next_process_time_ - clock_->TimeInMilliseconds();
}
+bool OveruseFrameDetector::FrameSizeChanged(int num_pixels) const {
+ if (num_pixels != num_pixels_) {
+ return true;
+ }
+ return false;
+}
+
+bool OveruseFrameDetector::FrameTimeoutDetected(int64_t now) const {
+ if (last_capture_time_ == 0) {
+ return false;
+ }
+ return (now - last_capture_time_) > options_.frame_timeout_interval_ms;
+}
+
+void OveruseFrameDetector::ResetAll(int num_pixels) {
+ num_pixels_ = num_pixels;
+ capture_deltas_.Reset();
+ encode_usage_->Reset();
+ encode_rsd_->Reset();
+ capture_queue_delay_->ClearFrames();
+ last_capture_time_ = 0;
+ num_process_times_ = 0;
+}
+
void OveruseFrameDetector::FrameCaptured(int width, int height) {
CriticalSectionScoped cs(crit_.get());
- int num_pixels = width * height;
- if (num_pixels != num_pixels_) {
- // Frame size changed, reset statistics.
- num_pixels_ = num_pixels;
- capture_deltas_.Reset();
- last_capture_time_ = 0;
- capture_queue_delay_->ClearFrames();
+ int64_t now = clock_->TimeInMilliseconds();
+ if (FrameSizeChanged(width * height) || FrameTimeoutDetected(now)) {
+ ResetAll(width * height);
}
- int64_t time = clock_->TimeInMilliseconds();
if (last_capture_time_ != 0) {
- capture_deltas_.AddSample(time - last_capture_time_);
- encode_usage_->AddSample(time - last_capture_time_);
+ capture_deltas_.AddSample(now - last_capture_time_);
+ encode_usage_->AddSample(now - last_capture_time_);
}
- last_capture_time_ = time;
+ last_capture_time_ = now;
- capture_queue_delay_->FrameCaptured(time);
+ capture_queue_delay_->FrameCaptured(now);
}
void OveruseFrameDetector::FrameProcessingStarted() {
@@ -322,15 +486,11 @@ void OveruseFrameDetector::FrameEncoded(int encode_time_ms) {
int64_t diff_ms = time - last_encode_sample_ms_;
encode_time_->AddEncodeSample(encode_time_ms, diff_ms);
encode_usage_->AddEncodeSample(encode_time_ms, diff_ms);
+ encode_rsd_->AddEncodeSample(encode_time_ms);
}
last_encode_sample_ms_ = time;
}
-int OveruseFrameDetector::last_capture_jitter_ms() const {
- CriticalSectionScoped cs(crit_.get());
- return last_capture_jitter_ms_;
-}
-
int32_t OveruseFrameDetector::Process() {
CriticalSectionScoped cs(crit_.get());
@@ -342,20 +502,23 @@ int32_t OveruseFrameDetector::Process() {
int64_t diff_ms = now - next_process_time_ + kProcessIntervalMs;
next_process_time_ = now + kProcessIntervalMs;
+ ++num_process_times_;
- // Don't trigger overuse unless we've seen a certain number of frames.
- if (capture_deltas_.Count() < kMinFrameSampleCount)
- return 0;
-
+ encode_rsd_->Process(now);
capture_queue_delay_->CalculateDelayChange(diff_ms);
+ if (num_process_times_ <= options_.min_process_count) {
+ return 0;
+ }
+
if (IsOverusing()) {
// If the last thing we did was going up, and now have to back down, we need
// to check if this peak was short. If so we should back off to avoid going
// back and forth between this load, the system doesn't seem to handle it.
bool check_for_backoff = last_rampup_time_ > last_overuse_time_;
if (check_for_backoff) {
- if (now - last_rampup_time_ < kStandardRampUpDelayMs) {
+ if (now - last_rampup_time_ < kStandardRampUpDelayMs ||
+ num_overuse_detections_ > kMaxOverusesBeforeApplyRampupDelay) {
// Going up was not ok for very long, back off.
current_rampup_delay_ms_ *= kRampUpBackoffFactor;
if (current_rampup_delay_ms_ > kMaxRampUpDelayMs)
@@ -369,6 +532,7 @@ int32_t OveruseFrameDetector::Process() {
last_overuse_time_ = now;
in_quick_rampup_ = false;
checks_above_threshold_ = 0;
+ ++num_overuse_detections_;
if (observer_ != NULL)
observer_->OveruseDetected();
@@ -380,31 +544,39 @@ int32_t OveruseFrameDetector::Process() {
observer_->NormalUsage();
}
- WEBRTC_TRACE(
- webrtc::kTraceInfo,
- webrtc::kTraceVideo,
- -1,
- "Capture input stats: avg: %.2fms, std_dev: %.2fms (rampup delay: "
- "%dms, overuse: >=%.2fms, "
- "underuse: <%.2fms)",
- capture_deltas_.Mean(),
- capture_deltas_.StdDev(),
- in_quick_rampup_ ? kQuickRampUpDelayMs : current_rampup_delay_ms_,
- overuse_stddev_ms_,
- normaluse_stddev_ms_);
-
- last_capture_jitter_ms_ = static_cast<int>(capture_deltas_.StdDev() + 0.5);
+ int rampup_delay =
+ in_quick_rampup_ ? kQuickRampUpDelayMs : current_rampup_delay_ms_;
+ LOG(LS_VERBOSE) << " Frame stats: capture avg: " << capture_deltas_.Mean()
+ << " capture stddev " << capture_deltas_.StdDev()
+ << " encode usage " << encode_usage_->Value()
+ << " encode rsd " << encode_rsd_->Value()
+ << " overuse detections " << num_overuse_detections_
+ << " rampup delay " << rampup_delay;
return 0;
}
bool OveruseFrameDetector::IsOverusing() {
- if (capture_deltas_.StdDev() >= overuse_stddev_ms_) {
+ bool overusing = false;
+ if (options_.enable_capture_jitter_method) {
+ overusing = capture_deltas_.StdDev() >=
+ options_.high_capture_jitter_threshold_ms;
+ } else if (options_.enable_encode_usage_method) {
+ bool encode_usage_overuse =
+ encode_usage_->Value() >= options_.high_encode_usage_threshold_percent;
+ bool encode_rsd_overuse = false;
+ if (options_.high_encode_time_rsd_threshold > 0) {
+ encode_rsd_overuse =
+ (encode_rsd_->Value() >= options_.high_encode_time_rsd_threshold);
+ }
+ overusing = encode_usage_overuse || encode_rsd_overuse;
+ }
+
+ if (overusing) {
++checks_above_threshold_;
} else {
checks_above_threshold_ = 0;
}
-
- return checks_above_threshold_ >= kConsecutiveChecksAboveThreshold;
+ return checks_above_threshold_ >= options_.high_threshold_consecutive_count;
}
bool OveruseFrameDetector::IsUnderusing(int64_t time_now) {
@@ -412,6 +584,20 @@ bool OveruseFrameDetector::IsUnderusing(int64_t time_now) {
if (time_now < last_rampup_time_ + delay)
return false;
- return capture_deltas_.StdDev() < normaluse_stddev_ms_;
+ bool underusing = false;
+ if (options_.enable_capture_jitter_method) {
+ underusing = capture_deltas_.StdDev() <
+ options_.low_capture_jitter_threshold_ms;
+ } else if (options_.enable_encode_usage_method) {
+ bool encode_usage_underuse =
+ encode_usage_->Value() < options_.low_encode_usage_threshold_percent;
+ bool encode_rsd_underuse = true;
+ if (options_.low_encode_time_rsd_threshold > 0) {
+ encode_rsd_underuse =
+ (encode_rsd_->Value() < options_.low_encode_time_rsd_threshold);
+ }
+ underusing = encode_usage_underuse && encode_rsd_underuse;
+ }
+ return underusing;
}
} // namespace webrtc