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vita-epfl · Sep 28, 2023 · 9c53e62 · 9c53e62
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diff --git a/dev/_images/plugins_cifar10_12_1.png b/dev/_images/plugins_cifar10_12_1.png
diff --git a/dev/_images/plugins_cifar10_12_2.png b/dev/_images/plugins_cifar10_12_2.png
diff --git a/dev/_images/plugins_cifar10_12_4.png b/dev/_images/plugins_cifar10_12_4.png
diff --git a/dev/_images/plugins_cifar10_12_5.png b/dev/_images/plugins_cifar10_12_5.png
diff --git a/dev/_images/plugins_cifar10_12_6.png b/dev/_images/plugins_cifar10_12_6.png
diff --git a/dev/_images/plugins_cifar10_12_7.png b/dev/_images/plugins_cifar10_12_7.png
diff --git a/dev/_images/plugins_cifar10_12_8.png b/dev/_images/plugins_cifar10_12_8.png
diff --git a/dev/_images/plugins_cifar10_17_0.png b/dev/_images/plugins_cifar10_17_0.png
diff --git a/dev/_images/plugins_cifar10_17_2.png b/dev/_images/plugins_cifar10_17_2.png
diff --git a/dev/_images/plugins_cifar10_17_4.png b/dev/_images/plugins_cifar10_17_4.png
diff --git a/dev/_images/plugins_cifar10_17_6.png b/dev/_images/plugins_cifar10_17_6.png
diff --git a/dev/_images/profile_decoder_flame.svg b/dev/_images/profile_decoder_flame.svg
diff --git a/dev/cli_help.html b/dev/cli_help.html
diff --git a/dev/dev.html b/dev/dev.html
@@ -829,7 +829,7 @@ <h2>Build Guide<a class="headerlink" href="#build-guide" title="Permalink to thi
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>OpenPifPaf 0.14.0+22.g92e246e
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>OpenPifPaf 0.14.0+23.g6effda5
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@@ -852,9 +852,7 @@ <h2>Build Guide<a class="headerlink" href="#build-guide" title="Permalink to thi
   libswscale      7.  1.100 /  7.  1.100
   libswresample   4. 10.100 /  4. 10.100
   libpostproc    57.  1.100 / 57.  1.100
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Codecs:
+Codecs:
  D..... = Decoding supported
  .E.... = Encoding supported
  ..V... = Video codec

diff --git a/dev/performance.html b/dev/performance.html
diff --git a/dev/plugins_cifar10.html b/dev/plugins_cifar10.html
diff --git a/dev/plugins_nuscenes.html b/dev/plugins_nuscenes.html
@@ -544,7 +544,7 @@ <h2>Prediction<a class="headerlink" href="#prediction" title="Permalink to this
 INFO:__main__:Running Python 3.10.13
 INFO:__main__:Running PyTorch 2.0.1+cpu
 INFO:openpifpaf.predictor:neural network device: cpu (CUDA available: False, count: 0)
-INFO:openpifpaf.decoder.cifdet:annotations 3, decoder = 18.6ms
+INFO:openpifpaf.decoder.cifdet:annotations 3, decoder = 16.8ms
 INFO:openpifpaf.predictor:batch 0: nuscenes/n013-2018-08-28-10-41-15+0800__CAM_FRONT__1535424448912407.jpg
 /home/runner/work/openpifpaf/openpifpaf/src/openpifpaf/csrc/src/cif_hr.cpp:102: UserInfo: resizing cifhr buffer
 /home/runner/work/openpifpaf/openpifpaf/src/openpifpaf/csrc/src/occupancy.cpp:53: UserInfo: resizing occupancy buffer

diff --git a/dev/plugins_overview.html b/dev/plugins_overview.html
@@ -712,24 +712,24 @@ <h2>Registrations<a class="headerlink" href="#registrations" title="Permalink to
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- &#39;resnet18&#39;: &lt;object at 0x7fb137312c70&gt;,
+ &#39;resnet18&#39;: &lt;object at 0x7f4d5a682c70&gt;,
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- &#39;shufflenetv2x2&#39;: &lt;object at 0x7fb137312c70&gt;,
+ &#39;resnet101&#39;: &lt;object at 0x7f4d5a682c70&gt;,
+ &#39;resnet152&#39;: &lt;object at 0x7f4d5a682c70&gt;,
+ &#39;shufflenetv2x1&#39;: &lt;object at 0x7f4d5a682c70&gt;,
+ &#39;shufflenetv2x2&#39;: &lt;object at 0x7f4d5a682c70&gt;,
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- &#39;shufflenetv2k44&#39;: &lt;object at 0x7fb137312c70&gt;,
+ &#39;shufflenetv2k44&#39;: &lt;object at 0x7f4d5a682c70&gt;,
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  &#39;mobilenetv3small-cocodet&#39;: &#39;http://github.com/openpifpaf/torchhub/releases/download/v0.13/mobilenetv3small-210822-215020-cocodet-slurm726253-5f2c894f.pkl&#39;,
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+ &#39;tshufflenetv2k16&#39;: &lt;object at 0x7f4d5a682c70&gt;,
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diff --git a/dev/predict_api.html b/dev/predict_api.html
@@ -538,7 +538,7 @@ <h1>Prediction API<a class="headerlink" href="#prediction-api" title="Permalink
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-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>OpenPifPaf version 0.14.0+22.g92e246e
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>OpenPifPaf version 0.14.0+23.g6effda5
 PyTorch version 2.0.1+cpu
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@@ -594,7 +594,7 @@ <h2>Use the Predictor API<a class="headerlink" href="#use-the-predictor-api" tit
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-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;openpifpaf.annotation.Annotation at 0x7f78c3e898a0&gt;
+<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;openpifpaf.annotation.Annotation at 0x7fa6c2f85840&gt;
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diff --git a/dev/predict_cli.html b/dev/predict_cli.html
@@ -1194,15 +1194,15 @@ <h2>Debug<a class="headerlink" href="#debug" title="Permalink to this headline">
   )
 )
 DEBUG:openpifpaf.decoder.factory:head names = [&#39;cif&#39;, &#39;caf&#39;]
+DEBUG:openpifpaf.signal:subscribe to eval_reset
+DEBUG:openpifpaf.decoder.pose_similarity:valid keypoints = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]
 DEBUG:openpifpaf.visualizer.base:cif: indices = []
 DEBUG:openpifpaf.show.painters:color connections = True, lw = 2, marker = 6
 DEBUG:openpifpaf.show.painters:color connections = False, lw = 6, marker = 3
 DEBUG:openpifpaf.visualizer.base:cif: indices = []
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 DEBUG:openpifpaf.show.painters:color connections = True, lw = 2, marker = 6
 DEBUG:openpifpaf.show.painters:color connections = False, lw = 6, marker = 3
-DEBUG:openpifpaf.signal:subscribe to eval_reset
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 DEBUG:openpifpaf.visualizer.base:cif: indices = []
 DEBUG:openpifpaf.show.painters:color connections = True, lw = 2, marker = 6
 DEBUG:openpifpaf.show.painters:color connections = False, lw = 6, marker = 3
@@ -1219,12 +1219,12 @@ <h2>Debug<a class="headerlink" href="#debug" title="Permalink to this headline">
 DEBUG:openpifpaf.transforms.pad:valid area before pad: [  0.   0. 639. 426.], image size = (640, 427)
 DEBUG:openpifpaf.transforms.pad:pad with (0, 3, 1, 3)
 DEBUG:openpifpaf.transforms.pad:valid area after pad: [  0.   3. 639. 426.], image size = (641, 433)
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-DEBUG:openpifpaf.decoder.decoder:parallel execution with worker &lt;openpifpaf.decoder.decoder.DummyPool object at 0x7fbdc6603e50&gt;
+DEBUG:openpifpaf.decoder.decoder:nn processing time: 474.6ms
+DEBUG:openpifpaf.decoder.decoder:parallel execution with worker &lt;openpifpaf.decoder.decoder.DummyPool object at 0x7f1fe816be80&gt;
 DEBUG:openpifpaf.decoder.multi:task 0
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+DEBUG:openpifpaf.decoder.cifcaf:cpp annotations = 5 (12.6ms)
 INFO:openpifpaf.decoder.cifcaf:annotations 5: [16, 14, 13, 12, 12]
-DEBUG:openpifpaf.decoder.decoder:time: nn = 535.7ms, dec = 13.4ms
+DEBUG:openpifpaf.decoder.decoder:time: nn = 474.9ms, dec = 13.9ms
 INFO:openpifpaf.predictor:batch 0: coco/000000081988.jpg
 DEBUG:__main__:json output = coco/000000081988.jpg.predictions.json
 DEBUG:__main__:image output = coco/000000081988.jpg.predictions.jpeg

diff --git a/dev/searchindex.js b/dev/searchindex.js
diff --git a/dev/train.html b/dev/train.html
@@ -773,8 +773,8 @@ <h2>ShuffleNet<a class="headerlink" href="#shufflenet" title="Permalink to this
 We found that for stable training, the learning rate <span class="math notranslate nohighlight">\(\lambda\)</span>,
 the <code class="docutils literal notranslate"><span class="pre">clip-grad-value</span></code> <span class="math notranslate nohighlight">\(c\)</span> and the <span class="math notranslate nohighlight">\(\epsilon\)</span> from the denominator of the
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-<span class="eqno">(1)<a class="headerlink" href="#equation-705b4af8-1605-4285-b1fe-17d3850f1fbd" title="Permalink to this equation">#</a></span>\[\begin{align}
+<div class="amsmath math notranslate nohighlight" id="equation-3eda8100-0d14-4996-b319-45741717ab27">
+<span class="eqno">(1)<a class="headerlink" href="#equation-3eda8100-0d14-4996-b319-45741717ab27" title="Permalink to this equation">#</a></span>\[\begin{align}
     \lambda \cdot c &amp;\leq \sqrt{\epsilon}
 \end{align}\]</div>
 <p>where the default <span class="math notranslate nohighlight">\(\epsilon\)</span> is <span class="math notranslate nohighlight">\(10^{-4}\)</span> (different from the PyTorch default).