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1 // libjingle
2 // Copyright 2010 Google Inc.
3 //
4 // Redistribution and use in source and binary forms, with or without
5 // modification, are permitted provided that the following conditions are met:
6 //
7 //  1. Redistributions of source code must retain the above copyright notice,
8 //     this list of conditions and the following disclaimer.
9 //  2. Redistributions in binary form must reproduce the above copyright notice,
10 //     this list of conditions and the following disclaimer in the documentation
11 //     and/or other materials provided with the distribution.
12 //  3. The name of the author may not be used to endorse or promote products
13 //     derived from this software without specific prior written permission.
14 //
15 // THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR IMPLIED
16 // WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
17 // MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO
18 // EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
19 // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
20 // PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
21 // OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
22 // WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR
23 // OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF
24 // ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
25 
26 #include "talk/media/base/videoadapter.h"
27 
28 #include <limits.h>  // For INT_MAX
29 
30 #include "talk/media/base/constants.h"
31 #include "talk/media/base/videocommon.h"
32 #include "talk/media/base/videoframe.h"
33 #include "webrtc/base/logging.h"
34 #include "webrtc/base/timeutils.h"
35 
36 namespace cricket {
37 
38 // TODO(fbarchard): Make downgrades settable
39 static const int kMaxCpuDowngrades = 2;  // Downgrade at most 2 times for CPU.
40 // The number of cpu samples to require before adapting. This value depends on
41 // the cpu monitor sampling frequency being 2000ms.
42 static const int kCpuLoadMinSamples = 3;
43 // The amount of weight to give to each new cpu load sample. The lower the
44 // value, the slower we'll adapt to changing cpu conditions.
45 static const float kCpuLoadWeightCoefficient = 0.4f;
46 // The seed value for the cpu load moving average.
47 static const float kCpuLoadInitialAverage = 0.5f;
48 
49 // Desktop needs 1/8 scale for HD (1280 x 720) to QQVGA (160 x 90)
50 static const float kScaleFactors[] = {
51   1.f / 1.f,   // Full size.
52   3.f / 4.f,   // 3/4 scale.
53   1.f / 2.f,   // 1/2 scale.
54   3.f / 8.f,   // 3/8 scale.
55   1.f / 4.f,   // 1/4 scale.
56   3.f / 16.f,  // 3/16 scale.
57   1.f / 8.f,   // 1/8 scale.
58   0.f  // End of table.
59 };
60 
61 // TODO(fbarchard): Use this table (optionally) for CPU and GD as well.
62 static const float kViewScaleFactors[] = {
63   1.f / 1.f,   // Full size.
64   3.f / 4.f,   // 3/4 scale.
65   2.f / 3.f,   // 2/3 scale.  // Allow 1080p to 720p.
66   1.f / 2.f,   // 1/2 scale.
67   3.f / 8.f,   // 3/8 scale.
68   1.f / 3.f,   // 1/3 scale.  // Allow 1080p to 360p.
69   1.f / 4.f,   // 1/4 scale.
70   3.f / 16.f,  // 3/16 scale.
71   1.f / 8.f,   // 1/8 scale.
72   0.f  // End of table.
73 };
74 
GetViewScaleFactors() const75 const float* VideoAdapter::GetViewScaleFactors() const {
76   return scale_third_ ? kViewScaleFactors : kScaleFactors;
77 }
78 
79 // For resolutions that would scale down a little instead of up a little,
80 // bias toward scaling up a little.  This will tend to choose 3/4 scale instead
81 // of 2/3 scale, when the 2/3 is not an exact match.
82 static const float kUpBias = -0.9f;
83 // Find the scale factor that, when applied to width and height, is closest
84 // to num_pixels.
FindScale(const float * scale_factors,const float upbias,int width,int height,int target_num_pixels)85 float VideoAdapter::FindScale(const float* scale_factors,
86                               const float upbias,
87                               int width, int height,
88                               int target_num_pixels) {
89   const float kMinNumPixels = 160 * 90;
90   if (!target_num_pixels) {
91     return 0.f;
92   }
93   float best_distance = static_cast<float>(INT_MAX);
94   float best_scale = 1.f;  // Default to unscaled if nothing matches.
95   float pixels = static_cast<float>(width * height);
96   for (int i = 0; ; ++i) {
97     float scale = scale_factors[i];
98     float test_num_pixels = pixels * scale * scale;
99     // Do not consider scale factors that produce too small images.
100     // Scale factor of 0 at end of table will also exit here.
101     if (test_num_pixels < kMinNumPixels) {
102       break;
103     }
104     float diff = target_num_pixels - test_num_pixels;
105     // If resolution is higher than desired, bias the difference based on
106     // preference for slightly larger for nearest, or avoid completely if
107     // looking for lower resolutions only.
108     if (diff < 0) {
109       diff = diff * kUpBias;
110     }
111     if (diff < best_distance) {
112       best_distance = diff;
113       best_scale = scale;
114       if (best_distance == 0) {  // Found exact match.
115         break;
116       }
117     }
118   }
119   return best_scale;
120 }
121 
122 // Find the closest scale factor.
FindClosestScale(int width,int height,int target_num_pixels)123 float VideoAdapter::FindClosestScale(int width, int height,
124                                          int target_num_pixels) {
125   return FindScale(kScaleFactors, kUpBias,
126                    width, height, target_num_pixels);
127 }
128 
129 // Find the closest view scale factor.
FindClosestViewScale(int width,int height,int target_num_pixels)130 float VideoAdapter::FindClosestViewScale(int width, int height,
131                                          int target_num_pixels) {
132   return FindScale(GetViewScaleFactors(), kUpBias,
133                    width, height, target_num_pixels);
134 }
135 
136 // Finds the scale factor that, when applied to width and height, produces
137 // fewer than num_pixels.
138 static const float kUpAvoidBias = -1000000000.f;
FindLowerScale(int width,int height,int target_num_pixels)139 float VideoAdapter::FindLowerScale(int width, int height,
140                                    int target_num_pixels) {
141   return FindScale(GetViewScaleFactors(), kUpAvoidBias,
142                    width, height, target_num_pixels);
143 }
144 
145 // There are several frame sizes used by Adapter.  This explains them
146 // input_format - set once by server to frame size expected from the camera.
147 // output_format - size that output would like to be.  Includes framerate.
148 // output_num_pixels - size that output should be constrained to.  Used to
149 //   compute output_format from in_frame.
150 // in_frame - actual camera captured frame size, which is typically the same
151 //   as input_format.  This can also be rotated or cropped for aspect ratio.
152 // out_frame - actual frame output by adapter.  Should be a direct scale of
153 //   in_frame maintaining rotation and aspect ratio.
154 // OnOutputFormatRequest - server requests you send this resolution based on
155 //   view requests.
156 // OnEncoderResolutionRequest - encoder requests you send this resolution based
157 //   on bandwidth
158 // OnCpuLoadUpdated - cpu monitor requests you send this resolution based on
159 //   cpu load.
160 
161 ///////////////////////////////////////////////////////////////////////
162 // Implementation of VideoAdapter
VideoAdapter()163 VideoAdapter::VideoAdapter()
164     : output_num_pixels_(INT_MAX),
165       scale_third_(false),
166       frames_in_(0),
167       frames_out_(0),
168       frames_scaled_(0),
169       adaption_changes_(0),
170       previous_width_(0),
171       previous_height_(0),
172       black_output_(false),
173       is_black_(false),
174       interval_next_frame_(0) {
175 }
176 
~VideoAdapter()177 VideoAdapter::~VideoAdapter() {
178 }
179 
SetInputFormat(const VideoFormat & format)180 void VideoAdapter::SetInputFormat(const VideoFormat& format) {
181   rtc::CritScope cs(&critical_section_);
182   int64 old_input_interval = input_format_.interval;
183   input_format_ = format;
184   output_format_.interval = rtc::_max(
185       output_format_.interval, input_format_.interval);
186   if (old_input_interval != input_format_.interval) {
187     LOG(LS_INFO) << "VAdapt input interval changed from "
188       << old_input_interval << " to " << input_format_.interval;
189   }
190 }
191 
SetInputFormat(const VideoFormat & format)192 void CoordinatedVideoAdapter::SetInputFormat(const VideoFormat& format) {
193   int previous_width = input_format().width;
194   int previous_height = input_format().height;
195   bool is_resolution_change = previous_width > 0 && format.width > 0 &&
196                               (previous_width != format.width ||
197                                previous_height != format.height);
198   VideoAdapter::SetInputFormat(format);
199   if (is_resolution_change) {
200     int width, height;
201     // Trigger the adaptation logic again, to potentially reset the adaptation
202     // state for things like view requests that may not longer be capping
203     // output (or may now cap output).
204     AdaptToMinimumFormat(&width, &height);
205     LOG(LS_INFO) << "VAdapt Input Resolution Change: "
206                  << "Previous input resolution: "
207                  << previous_width << "x" << previous_height
208                  << " New input resolution: "
209                  << format.width << "x" << format.height
210                  << " New output resolution: "
211                  << width << "x" << height;
212   }
213 }
214 
set_cpu_smoothing(bool enable)215 void CoordinatedVideoAdapter::set_cpu_smoothing(bool enable) {
216   LOG(LS_INFO) << "CPU smoothing is now "
217                << (enable ? "enabled" : "disabled");
218   cpu_smoothing_ = enable;
219 }
220 
SetOutputFormat(const VideoFormat & format)221 void VideoAdapter::SetOutputFormat(const VideoFormat& format) {
222   rtc::CritScope cs(&critical_section_);
223   int64 old_output_interval = output_format_.interval;
224   output_format_ = format;
225   output_num_pixels_ = output_format_.width * output_format_.height;
226   output_format_.interval = rtc::_max(
227       output_format_.interval, input_format_.interval);
228   if (old_output_interval != output_format_.interval) {
229     LOG(LS_INFO) << "VAdapt output interval changed from "
230       << old_output_interval << " to " << output_format_.interval;
231   }
232 }
233 
input_format()234 const VideoFormat& VideoAdapter::input_format() {
235   rtc::CritScope cs(&critical_section_);
236   return input_format_;
237 }
238 
drops_all_frames() const239 bool VideoAdapter::drops_all_frames() const {
240   return output_num_pixels_ == 0;
241 }
242 
output_format()243 const VideoFormat& VideoAdapter::output_format() {
244   rtc::CritScope cs(&critical_section_);
245   return output_format_;
246 }
247 
SetBlackOutput(bool black)248 void VideoAdapter::SetBlackOutput(bool black) {
249   rtc::CritScope cs(&critical_section_);
250   black_output_ = black;
251 }
252 
253 // Constrain output resolution to this many pixels overall
SetOutputNumPixels(int num_pixels)254 void VideoAdapter::SetOutputNumPixels(int num_pixels) {
255   output_num_pixels_ = num_pixels;
256 }
257 
GetOutputNumPixels() const258 int VideoAdapter::GetOutputNumPixels() const {
259   return output_num_pixels_;
260 }
261 
262 // TODO(fbarchard): Add AdaptFrameRate function that only drops frames but
263 // not resolution.
AdaptFrame(VideoFrame * in_frame,VideoFrame ** out_frame)264 bool VideoAdapter::AdaptFrame(VideoFrame* in_frame,
265                               VideoFrame** out_frame) {
266   rtc::CritScope cs(&critical_section_);
267   if (!in_frame || !out_frame) {
268     return false;
269   }
270   ++frames_in_;
271 
272   // Update input to actual frame dimensions.
273   VideoFormat format(static_cast<int>(in_frame->GetWidth()),
274                      static_cast<int>(in_frame->GetHeight()),
275                      input_format_.interval, input_format_.fourcc);
276   SetInputFormat(format);
277 
278   // Drop the input frame if necessary.
279   bool should_drop = false;
280   if (!output_num_pixels_) {
281     // Drop all frames as the output format is 0x0.
282     should_drop = true;
283   } else {
284     // Drop some frames based on input fps and output fps.
285     // Normally output fps is less than input fps.
286     // TODO(fbarchard): Consider adjusting interval to reflect the adjusted
287     // interval between frames after dropping some frames.
288     interval_next_frame_ += input_format_.interval;
289     if (output_format_.interval > 0) {
290       if (interval_next_frame_ >= output_format_.interval) {
291         interval_next_frame_ %= output_format_.interval;
292       } else {
293         should_drop = true;
294       }
295     }
296   }
297   if (should_drop) {
298     // Show VAdapt log every 90 frames dropped. (3 seconds)
299     if ((frames_in_ - frames_out_) % 90 == 0) {
300       // TODO(fbarchard): Reduce to LS_VERBOSE when adapter info is not needed
301       // in default calls.
302       LOG(LS_INFO) << "VAdapt Drop Frame: scaled " << frames_scaled_
303                    << " / out " << frames_out_
304                    << " / in " << frames_in_
305                    << " Changes: " << adaption_changes_
306                    << " Input: " << in_frame->GetWidth()
307                    << "x" << in_frame->GetHeight()
308                    << " i" << input_format_.interval
309                    << " Output: i" << output_format_.interval;
310     }
311     *out_frame = NULL;
312     return true;
313   }
314 
315   float scale = 1.f;
316   if (output_num_pixels_ < input_format_.width * input_format_.height) {
317     scale = VideoAdapter::FindClosestViewScale(
318         static_cast<int>(in_frame->GetWidth()),
319         static_cast<int>(in_frame->GetHeight()),
320         output_num_pixels_);
321     output_format_.width = static_cast<int>(in_frame->GetWidth() * scale + .5f);
322     output_format_.height = static_cast<int>(in_frame->GetHeight() * scale +
323                                              .5f);
324   } else {
325     output_format_.width = static_cast<int>(in_frame->GetWidth());
326     output_format_.height = static_cast<int>(in_frame->GetHeight());
327   }
328 
329   if (!black_output_ &&
330       in_frame->GetWidth() == static_cast<size_t>(output_format_.width) &&
331       in_frame->GetHeight() == static_cast<size_t>(output_format_.height)) {
332     // The dimensions are correct and we aren't muting, so use the input frame.
333     *out_frame = in_frame;
334   } else {
335     if (!StretchToOutputFrame(in_frame)) {
336       LOG(LS_VERBOSE) << "VAdapt Stretch Failed.";
337       return false;
338     }
339 
340     *out_frame = output_frame_.get();
341   }
342 
343   ++frames_out_;
344   if (in_frame->GetWidth() != (*out_frame)->GetWidth() ||
345       in_frame->GetHeight() != (*out_frame)->GetHeight()) {
346     ++frames_scaled_;
347   }
348   // Show VAdapt log every 90 frames output. (3 seconds)
349   // TODO(fbarchard): Consider GetLogSeverity() to change interval to less
350   // for LS_VERBOSE and more for LS_INFO.
351   bool show = (frames_out_) % 90 == 0;
352 
353   // TODO(fbarchard): LOG the previous output resolution and track input
354   // resolution changes as well.  Consider dropping the statistics into their
355   // own class which could be queried publically.
356   bool changed = false;
357   if (previous_width_ && (previous_width_ != (*out_frame)->GetWidth() ||
358       previous_height_ != (*out_frame)->GetHeight())) {
359     show = true;
360     ++adaption_changes_;
361     changed = true;
362   }
363   if (show) {
364     // TODO(fbarchard): Reduce to LS_VERBOSE when adapter info is not needed
365     // in default calls.
366     LOG(LS_INFO) << "VAdapt Frame: scaled " << frames_scaled_
367                  << " / out " << frames_out_
368                  << " / in " << frames_in_
369                  << " Changes: " << adaption_changes_
370                  << " Input: " << in_frame->GetWidth()
371                  << "x" << in_frame->GetHeight()
372                  << " i" << input_format_.interval
373                  << " Scale: " << scale
374                  << " Output: " << (*out_frame)->GetWidth()
375                  << "x" << (*out_frame)->GetHeight()
376                  << " i" << output_format_.interval
377                  << " Changed: " << (changed ? "true" : "false");
378   }
379   previous_width_ = (*out_frame)->GetWidth();
380   previous_height_ = (*out_frame)->GetHeight();
381 
382   return true;
383 }
384 
set_scale_third(bool enable)385 void VideoAdapter::set_scale_third(bool enable) {
386   LOG(LS_INFO) << "Video Adapter third scaling is now "
387                << (enable ? "enabled" : "disabled");
388   scale_third_ = enable;
389 }
390 
391 // Scale or Blacken the frame.  Returns true if successful.
StretchToOutputFrame(const VideoFrame * in_frame)392 bool VideoAdapter::StretchToOutputFrame(const VideoFrame* in_frame) {
393   int output_width = output_format_.width;
394   int output_height = output_format_.height;
395 
396   // Create and stretch the output frame if it has not been created yet or its
397   // size is not same as the expected.
398   bool stretched = false;
399   if (!output_frame_ ||
400       output_frame_->GetWidth() != static_cast<size_t>(output_width) ||
401       output_frame_->GetHeight() != static_cast<size_t>(output_height)) {
402     output_frame_.reset(
403         in_frame->Stretch(output_width, output_height, true, true));
404     if (!output_frame_) {
405       LOG(LS_WARNING) << "Adapter failed to stretch frame to "
406                       << output_width << "x" << output_height;
407       return false;
408     }
409     stretched = true;
410     is_black_ = false;
411   }
412 
413   if (!black_output_) {
414     if (!stretched) {
415       // The output frame does not need to be blacken and has not been stretched
416       // from the input frame yet, stretch the input frame. This is the most
417       // common case.
418       in_frame->StretchToFrame(output_frame_.get(), true, true);
419     }
420     is_black_ = false;
421   } else {
422     if (!is_black_) {
423       output_frame_->SetToBlack();
424       is_black_ = true;
425     }
426     output_frame_->SetElapsedTime(in_frame->GetElapsedTime());
427     output_frame_->SetTimeStamp(in_frame->GetTimeStamp());
428   }
429 
430   return true;
431 }
432 
433 ///////////////////////////////////////////////////////////////////////
434 // Implementation of CoordinatedVideoAdapter
CoordinatedVideoAdapter()435 CoordinatedVideoAdapter::CoordinatedVideoAdapter()
436     : cpu_adaptation_(true),
437       cpu_smoothing_(false),
438       gd_adaptation_(true),
439       view_adaptation_(true),
440       view_switch_(false),
441       cpu_downgrade_count_(0),
442       cpu_load_min_samples_(kCpuLoadMinSamples),
443       cpu_load_num_samples_(0),
444       high_system_threshold_(kHighSystemCpuThreshold),
445       low_system_threshold_(kLowSystemCpuThreshold),
446       process_threshold_(kProcessCpuThreshold),
447       view_desired_num_pixels_(INT_MAX),
448       view_desired_interval_(0),
449       encoder_desired_num_pixels_(INT_MAX),
450       cpu_desired_num_pixels_(INT_MAX),
451       adapt_reason_(ADAPTREASON_NONE),
452       system_load_average_(kCpuLoadInitialAverage) {
453 }
454 
455 // Helper function to UPGRADE or DOWNGRADE a number of pixels
StepPixelCount(CoordinatedVideoAdapter::AdaptRequest request,int * num_pixels)456 void CoordinatedVideoAdapter::StepPixelCount(
457     CoordinatedVideoAdapter::AdaptRequest request,
458     int* num_pixels) {
459   switch (request) {
460     case CoordinatedVideoAdapter::DOWNGRADE:
461       *num_pixels /= 2;
462       break;
463 
464     case CoordinatedVideoAdapter::UPGRADE:
465       *num_pixels *= 2;
466       break;
467 
468     default:  // No change in pixel count
469       break;
470   }
471   return;
472 }
473 
474 // Find the adaptation request of the cpu based on the load. Return UPGRADE if
475 // the load is low, DOWNGRADE if the load is high, and KEEP otherwise.
FindCpuRequest(int current_cpus,int max_cpus,float process_load,float system_load)476 CoordinatedVideoAdapter::AdaptRequest CoordinatedVideoAdapter::FindCpuRequest(
477     int current_cpus, int max_cpus,
478     float process_load, float system_load) {
479   // Downgrade if system is high and plugin is at least more than midrange.
480   if (system_load >= high_system_threshold_ * max_cpus &&
481       process_load >= process_threshold_ * current_cpus) {
482     return CoordinatedVideoAdapter::DOWNGRADE;
483   // Upgrade if system is low.
484   } else if (system_load < low_system_threshold_ * max_cpus) {
485     return CoordinatedVideoAdapter::UPGRADE;
486   }
487   return CoordinatedVideoAdapter::KEEP;
488 }
489 
490 // A remote view request for a new resolution.
OnOutputFormatRequest(const VideoFormat & format)491 void CoordinatedVideoAdapter::OnOutputFormatRequest(const VideoFormat& format) {
492   rtc::CritScope cs(&request_critical_section_);
493   if (!view_adaptation_) {
494     return;
495   }
496   // Set output for initial aspect ratio in mediachannel unittests.
497   int old_num_pixels = GetOutputNumPixels();
498   SetOutputFormat(format);
499   SetOutputNumPixels(old_num_pixels);
500   view_desired_num_pixels_ = format.width * format.height;
501   view_desired_interval_ = format.interval;
502   int new_width, new_height;
503   bool changed = AdaptToMinimumFormat(&new_width, &new_height);
504   LOG(LS_INFO) << "VAdapt View Request: "
505                << format.width << "x" << format.height
506                << " Pixels: " << view_desired_num_pixels_
507                << " Changed: " << (changed ? "true" : "false")
508                << " To: " << new_width << "x" << new_height;
509 }
510 
set_cpu_load_min_samples(int cpu_load_min_samples)511 void CoordinatedVideoAdapter::set_cpu_load_min_samples(
512     int cpu_load_min_samples) {
513   if (cpu_load_min_samples_ != cpu_load_min_samples) {
514     LOG(LS_INFO) << "VAdapt Change Cpu Adapt Min Samples from: "
515                  << cpu_load_min_samples_ << " to "
516                  << cpu_load_min_samples;
517     cpu_load_min_samples_ = cpu_load_min_samples;
518   }
519 }
520 
set_high_system_threshold(float high_system_threshold)521 void CoordinatedVideoAdapter::set_high_system_threshold(
522     float high_system_threshold) {
523   ASSERT(high_system_threshold <= 1.0f);
524   ASSERT(high_system_threshold >= 0.0f);
525   if (high_system_threshold_ != high_system_threshold) {
526     LOG(LS_INFO) << "VAdapt Change High System Threshold from: "
527                  << high_system_threshold_ << " to " << high_system_threshold;
528     high_system_threshold_ = high_system_threshold;
529   }
530 }
531 
set_low_system_threshold(float low_system_threshold)532 void CoordinatedVideoAdapter::set_low_system_threshold(
533     float low_system_threshold) {
534   ASSERT(low_system_threshold <= 1.0f);
535   ASSERT(low_system_threshold >= 0.0f);
536   if (low_system_threshold_ != low_system_threshold) {
537     LOG(LS_INFO) << "VAdapt Change Low System Threshold from: "
538                  << low_system_threshold_ << " to " << low_system_threshold;
539     low_system_threshold_ = low_system_threshold;
540   }
541 }
542 
set_process_threshold(float process_threshold)543 void CoordinatedVideoAdapter::set_process_threshold(float process_threshold) {
544   ASSERT(process_threshold <= 1.0f);
545   ASSERT(process_threshold >= 0.0f);
546   if (process_threshold_ != process_threshold) {
547     LOG(LS_INFO) << "VAdapt Change High Process Threshold from: "
548                  << process_threshold_ << " to " << process_threshold;
549     process_threshold_ = process_threshold;
550   }
551 }
552 
553 // A Bandwidth GD request for new resolution
OnEncoderResolutionRequest(int width,int height,AdaptRequest request)554 void CoordinatedVideoAdapter::OnEncoderResolutionRequest(
555     int width, int height, AdaptRequest request) {
556   rtc::CritScope cs(&request_critical_section_);
557   if (!gd_adaptation_) {
558     return;
559   }
560   int old_encoder_desired_num_pixels = encoder_desired_num_pixels_;
561   if (KEEP != request) {
562     int new_encoder_desired_num_pixels = width * height;
563     int old_num_pixels = GetOutputNumPixels();
564     if (new_encoder_desired_num_pixels != old_num_pixels) {
565       LOG(LS_VERBOSE) << "VAdapt GD resolution stale.  Ignored";
566     } else {
567       // Update the encoder desired format based on the request.
568       encoder_desired_num_pixels_ = new_encoder_desired_num_pixels;
569       StepPixelCount(request, &encoder_desired_num_pixels_);
570     }
571   }
572   int new_width, new_height;
573   bool changed = AdaptToMinimumFormat(&new_width, &new_height);
574 
575   // Ignore up or keep if no change.
576   if (DOWNGRADE != request && view_switch_ && !changed) {
577     encoder_desired_num_pixels_ = old_encoder_desired_num_pixels;
578     LOG(LS_VERBOSE) << "VAdapt ignoring GD request.";
579   }
580 
581   LOG(LS_INFO) << "VAdapt GD Request: "
582                << (DOWNGRADE == request ? "down" :
583                    (UPGRADE == request ? "up" : "keep"))
584                << " From: " << width << "x" << height
585                << " Pixels: " << encoder_desired_num_pixels_
586                << " Changed: " << (changed ? "true" : "false")
587                << " To: " << new_width << "x" << new_height;
588 }
589 
590 // A Bandwidth GD request for new resolution
OnCpuResolutionRequest(AdaptRequest request)591 void CoordinatedVideoAdapter::OnCpuResolutionRequest(AdaptRequest request) {
592   rtc::CritScope cs(&request_critical_section_);
593   if (!cpu_adaptation_) {
594     return;
595   }
596   // Update how many times we have downgraded due to the cpu load.
597   switch (request) {
598     case DOWNGRADE:
599       // Ignore downgrades if we have downgraded the maximum times.
600       if (cpu_downgrade_count_ < kMaxCpuDowngrades) {
601         ++cpu_downgrade_count_;
602       } else {
603         LOG(LS_VERBOSE) << "VAdapt CPU load high but do not downgrade "
604                            "because maximum downgrades reached";
605         SignalCpuAdaptationUnable();
606       }
607       break;
608     case UPGRADE:
609       if (cpu_downgrade_count_ > 0) {
610         bool is_min = IsMinimumFormat(cpu_desired_num_pixels_);
611         if (is_min) {
612           --cpu_downgrade_count_;
613         } else {
614           LOG(LS_VERBOSE) << "VAdapt CPU load low but do not upgrade "
615                              "because cpu is not limiting resolution";
616         }
617       } else {
618         LOG(LS_VERBOSE) << "VAdapt CPU load low but do not upgrade "
619                            "because minimum downgrades reached";
620       }
621       break;
622     case KEEP:
623     default:
624       break;
625   }
626   if (KEEP != request) {
627     // TODO(fbarchard): compute stepping up/down from OutputNumPixels but
628     // clamp to inputpixels / 4 (2 steps)
629     cpu_desired_num_pixels_ =  cpu_downgrade_count_ == 0 ? INT_MAX :
630         static_cast<int>(input_format().width * input_format().height >>
631                          cpu_downgrade_count_);
632   }
633   int new_width, new_height;
634   bool changed = AdaptToMinimumFormat(&new_width, &new_height);
635   LOG(LS_INFO) << "VAdapt CPU Request: "
636                << (DOWNGRADE == request ? "down" :
637                    (UPGRADE == request ? "up" : "keep"))
638                << " Steps: " << cpu_downgrade_count_
639                << " Changed: " << (changed ? "true" : "false")
640                << " To: " << new_width << "x" << new_height;
641 }
642 
643 // A CPU request for new resolution
644 // TODO(fbarchard): Move outside adapter.
OnCpuLoadUpdated(int current_cpus,int max_cpus,float process_load,float system_load)645 void CoordinatedVideoAdapter::OnCpuLoadUpdated(
646     int current_cpus, int max_cpus, float process_load, float system_load) {
647   rtc::CritScope cs(&request_critical_section_);
648   if (!cpu_adaptation_) {
649     return;
650   }
651   // Update the moving average of system load. Even if we aren't smoothing,
652   // we'll still calculate this information, in case smoothing is later enabled.
653   system_load_average_ = kCpuLoadWeightCoefficient * system_load +
654       (1.0f - kCpuLoadWeightCoefficient) * system_load_average_;
655   ++cpu_load_num_samples_;
656   if (cpu_smoothing_) {
657     system_load = system_load_average_;
658   }
659   AdaptRequest request = FindCpuRequest(current_cpus, max_cpus,
660                                         process_load, system_load);
661   // Make sure we're not adapting too quickly.
662   if (request != KEEP) {
663     if (cpu_load_num_samples_ < cpu_load_min_samples_) {
664       LOG(LS_VERBOSE) << "VAdapt CPU load high/low but do not adapt until "
665                       << (cpu_load_min_samples_ - cpu_load_num_samples_)
666                       << " more samples";
667       request = KEEP;
668     }
669   }
670 
671   OnCpuResolutionRequest(request);
672 }
673 
674 // Called by cpu adapter on up requests.
IsMinimumFormat(int pixels)675 bool CoordinatedVideoAdapter::IsMinimumFormat(int pixels) {
676   // Find closest scale factor that matches input resolution to min_num_pixels
677   // and set that for output resolution.  This is not needed for VideoAdapter,
678   // but provides feedback to unittests and users on expected resolution.
679   // Actual resolution is based on input frame.
680   VideoFormat new_output = output_format();
681   VideoFormat input = input_format();
682   if (input_format().IsSize0x0()) {
683     input = new_output;
684   }
685   float scale = 1.0f;
686   if (!input.IsSize0x0()) {
687     scale = FindClosestScale(input.width,
688                              input.height,
689                              pixels);
690   }
691   new_output.width = static_cast<int>(input.width * scale + .5f);
692   new_output.height = static_cast<int>(input.height * scale + .5f);
693   int new_pixels = new_output.width * new_output.height;
694   int num_pixels = GetOutputNumPixels();
695   return new_pixels <= num_pixels;
696 }
697 
698 // Called by all coordinators when there is a change.
AdaptToMinimumFormat(int * new_width,int * new_height)699 bool CoordinatedVideoAdapter::AdaptToMinimumFormat(int* new_width,
700                                                    int* new_height) {
701   VideoFormat new_output = output_format();
702   VideoFormat input = input_format();
703   if (input_format().IsSize0x0()) {
704     input = new_output;
705   }
706   int old_num_pixels = GetOutputNumPixels();
707   int min_num_pixels = INT_MAX;
708   adapt_reason_ = ADAPTREASON_NONE;
709 
710   // Reduce resolution based on encoder bandwidth (GD).
711   if (encoder_desired_num_pixels_ &&
712       (encoder_desired_num_pixels_ < min_num_pixels)) {
713     adapt_reason_ |= ADAPTREASON_BANDWIDTH;
714     min_num_pixels = encoder_desired_num_pixels_;
715   }
716   // Reduce resolution based on CPU.
717   if (cpu_adaptation_ && cpu_desired_num_pixels_ &&
718       (cpu_desired_num_pixels_ <= min_num_pixels)) {
719     if (cpu_desired_num_pixels_ < min_num_pixels) {
720       adapt_reason_ = ADAPTREASON_CPU;
721     } else {
722       adapt_reason_ |= ADAPTREASON_CPU;
723     }
724     min_num_pixels = cpu_desired_num_pixels_;
725   }
726   // Round resolution for GD or CPU to allow 1/2 to map to 9/16.
727   if (!input.IsSize0x0() && min_num_pixels != INT_MAX) {
728     float scale = FindClosestScale(input.width, input.height, min_num_pixels);
729     min_num_pixels = static_cast<int>(input.width * scale + .5f) *
730         static_cast<int>(input.height * scale + .5f);
731   }
732   // Reduce resolution based on View Request.
733   if (view_desired_num_pixels_ <= min_num_pixels) {
734     if (view_desired_num_pixels_ < min_num_pixels) {
735       adapt_reason_ = ADAPTREASON_VIEW;
736     } else {
737       adapt_reason_ |= ADAPTREASON_VIEW;
738     }
739     min_num_pixels = view_desired_num_pixels_;
740   }
741   // Snap to a scale factor.
742   float scale = 1.0f;
743   if (!input.IsSize0x0()) {
744     scale = FindLowerScale(input.width, input.height, min_num_pixels);
745     min_num_pixels = static_cast<int>(input.width * scale + .5f) *
746         static_cast<int>(input.height * scale + .5f);
747   }
748   if (scale == 1.0f) {
749     adapt_reason_ = ADAPTREASON_NONE;
750   }
751   *new_width = new_output.width = static_cast<int>(input.width * scale + .5f);
752   *new_height = new_output.height = static_cast<int>(input.height * scale +
753                                                      .5f);
754   SetOutputNumPixels(min_num_pixels);
755 
756   new_output.interval = view_desired_interval_;
757   SetOutputFormat(new_output);
758   int new_num_pixels = GetOutputNumPixels();
759   bool changed = new_num_pixels != old_num_pixels;
760 
761   static const char* kReasons[8] = {
762     "None",
763     "CPU",
764     "BANDWIDTH",
765     "CPU+BANDWIDTH",
766     "VIEW",
767     "CPU+VIEW",
768     "BANDWIDTH+VIEW",
769     "CPU+BANDWIDTH+VIEW",
770   };
771 
772   LOG(LS_VERBOSE) << "VAdapt Status View: " << view_desired_num_pixels_
773                   << " GD: " << encoder_desired_num_pixels_
774                   << " CPU: " << cpu_desired_num_pixels_
775                   << " Pixels: " << min_num_pixels
776                   << " Input: " << input.width
777                   << "x" << input.height
778                   << " Scale: " << scale
779                   << " Resolution: " << new_output.width
780                   << "x" << new_output.height
781                   << " Changed: " << (changed ? "true" : "false")
782                   << " Reason: " << kReasons[adapt_reason_];
783 
784   if (changed) {
785     // When any adaptation occurs, historic CPU load levels are no longer
786     // accurate. Clear out our state so we can re-learn at the new normal.
787     cpu_load_num_samples_ = 0;
788     system_load_average_ = kCpuLoadInitialAverage;
789   }
790 
791   return changed;
792 }
793 
794 }  // namespace cricket
795