This is believed to be more reliable in real-world cases. The camera seems to fall behind sooner than the encoder starts taking too long time encoding, so this is believed to be an earlier trigger. BUG=2325 R=asapersson@webrtc.org, mflodman@webrtc.org Review URL: https://webrtc-codereview.appspot.com/2140004 git-svn-id: http://webrtc.googlecode.com/svn/trunk@4648 4adac7df-926f-26a2-2b94-8c16560cd09d
192 lines
5.6 KiB
C++
192 lines
5.6 KiB
C++
/*
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* Copyright (c) 2013 The WebRTC project authors. All Rights Reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#include "webrtc/video_engine/overuse_frame_detector.h"
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#include <assert.h>
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#include <math.h>
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#include "webrtc/system_wrappers/interface/clock.h"
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#include "webrtc/system_wrappers/interface/critical_section_wrapper.h"
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#include "webrtc/system_wrappers/interface/trace.h"
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#include "webrtc/video_engine/include/vie_base.h"
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namespace webrtc {
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Statistics::Statistics() { Reset(); }
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void Statistics::Reset() {
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sum_ = sum_squared_ = 0.0;
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count_ = 0;
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}
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void Statistics::AddSample(double sample) {
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sum_ += sample;
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sum_squared_ += sample * sample;
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++count_;
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}
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double Statistics::Mean() const {
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if (count_ == 0)
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return 0.0;
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return sum_ / count_;
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}
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double Statistics::Variance() const {
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if (count_ == 0)
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return 0.0;
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return sum_squared_ / count_ - Mean() * Mean();
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}
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double Statistics::StdDev() const { return sqrt(Variance()); }
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uint64_t Statistics::Samples() const { return count_; }
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// TODO(mflodman) Test different values for all of these to trigger correctly,
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// avoid fluctuations etc.
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namespace {
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const int64_t kProcessIntervalMs = 5000;
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// Limits on standard deviation for under/overuse.
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const double kOveruseStdDevMs = 15.0;
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const double kNormalUseStdDevMs = 10.0;
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// Rampdown checks.
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const int kConsecutiveChecksAboveThreshold = 2;
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// Delay between consecutive rampups. (Used for quick recovery.)
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const int kQuickRampUpDelayMs = 10 * 1000;
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// Delay between rampup attempts. Initially uses standard, scales up to max.
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const int kStandardRampUpDelayMs = 30 * 1000;
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const int kMaxRampUpDelayMs = 120 * 1000;
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// Expontential back-off factor, to prevent annoying up-down behaviour.
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const double kRampUpBackoffFactor = 2.0;
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// Minimum samples required to perform a check.
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const size_t kMinFrameSampleCount = 30;
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} // namespace
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OveruseFrameDetector::OveruseFrameDetector(Clock* clock)
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: crit_(CriticalSectionWrapper::CreateCriticalSection()),
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observer_(NULL),
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clock_(clock),
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next_process_time_(clock_->TimeInMilliseconds()),
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last_capture_time_(0),
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last_overuse_time_(0),
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checks_above_threshold_(0),
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last_rampup_time_(0),
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in_quick_rampup_(false),
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current_rampup_delay_ms_(kStandardRampUpDelayMs) {}
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OveruseFrameDetector::~OveruseFrameDetector() {
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}
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void OveruseFrameDetector::SetObserver(CpuOveruseObserver* observer) {
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CriticalSectionScoped cs(crit_.get());
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observer_ = observer;
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}
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void OveruseFrameDetector::FrameCaptured() {
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CriticalSectionScoped cs(crit_.get());
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int64_t time = clock_->TimeInMilliseconds();
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if (last_capture_time_ != 0) {
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capture_deltas_.AddSample(time - last_capture_time_);
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}
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last_capture_time_ = time;
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}
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int32_t OveruseFrameDetector::TimeUntilNextProcess() {
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CriticalSectionScoped cs(crit_.get());
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return next_process_time_ - clock_->TimeInMilliseconds();
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}
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int32_t OveruseFrameDetector::Process() {
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CriticalSectionScoped cs(crit_.get());
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int64_t now = clock_->TimeInMilliseconds();
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// Used to protect against Process() being called too often.
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if (now < next_process_time_)
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return 0;
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next_process_time_ = now + kProcessIntervalMs;
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// Don't trigger overuse unless we've seen any frames
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if (capture_deltas_.Samples() < kMinFrameSampleCount)
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return 0;
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if (IsOverusing()) {
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// If the last thing we did was going up, and now have to back down, we need
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// to check if this peak was short. If so we should back off to avoid going
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// back and forth between this load, the system doesn't seem to handle it.
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bool check_for_backoff = last_rampup_time_ > last_overuse_time_;
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if (check_for_backoff) {
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if (now - last_rampup_time_ < kStandardRampUpDelayMs) {
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// Going up was not ok for very long, back off.
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current_rampup_delay_ms_ *= kRampUpBackoffFactor;
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if (current_rampup_delay_ms_ > kMaxRampUpDelayMs)
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current_rampup_delay_ms_ = kMaxRampUpDelayMs;
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} else {
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// Not currently backing off, reset rampup delay.
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current_rampup_delay_ms_ = kStandardRampUpDelayMs;
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}
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}
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last_overuse_time_ = now;
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in_quick_rampup_ = false;
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checks_above_threshold_ = 0;
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if (observer_ != NULL)
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observer_->OveruseDetected();
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} else if (IsUnderusing(now)) {
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last_rampup_time_ = now;
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in_quick_rampup_ = true;
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if (observer_ != NULL)
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observer_->NormalUsage();
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}
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capture_deltas_.Reset();
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return 0;
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}
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bool OveruseFrameDetector::IsOverusing() {
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WEBRTC_TRACE(
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webrtc::kTraceInfo,
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webrtc::kTraceVideo,
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-1,
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"Capture input stats: avg: %.2fms, std_dev: %.2fms (rampup delay: "
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"%dms, overuse: >=%.2fms, "
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"underuse: <%.2fms)",
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capture_deltas_.Mean(),
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capture_deltas_.StdDev(),
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in_quick_rampup_ ? kQuickRampUpDelayMs : current_rampup_delay_ms_,
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kOveruseStdDevMs,
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kNormalUseStdDevMs);
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if (capture_deltas_.StdDev() >= kOveruseStdDevMs) {
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++checks_above_threshold_;
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} else {
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checks_above_threshold_ = 0;
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}
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return checks_above_threshold_ >= kConsecutiveChecksAboveThreshold;
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}
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bool OveruseFrameDetector::IsUnderusing(int64_t time_now) {
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int delay = in_quick_rampup_ ? kQuickRampUpDelayMs : current_rampup_delay_ms_;
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if (time_now < last_rampup_time_ + delay)
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return false;
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return capture_deltas_.StdDev() < kNormalUseStdDevMs;
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}
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} // namespace webrtc
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