[SSS Review] Add progress visualization feature (#1671)

Author: kkawa14

docs/api/api_docs/classes/BitWidthConfig.html

@@ -7,7 +7,7 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>BitWidthConfig &#8212; MCT Documentation: ver 2.6.0</title>
-    <link rel="stylesheet" type="text/css" href="../../../static/pygments.css?v=03e43079" />
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docs/api/api_docs/classes/DataGenerationConfig.html

@@ -7,7 +7,7 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>Data Generation Configuration &#8212; MCT Documentation: ver 2.6.0</title>
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docs/api/api_docs/classes/DefaultDict.html

@@ -7,7 +7,7 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>DefaultDict Class &#8212; MCT Documentation: ver 2.6.0</title>
-    <link rel="stylesheet" type="text/css" href="../../../static/pygments.css?v=03e43079" />
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@@ -60,16 +60,16 @@ <h3>Navigation</h3>
 <dd><p>Get the value of the inner dictionary by the given key, If key is not in dictionary,
 it uses the default_factory to return a default value.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>key</strong> – Key to use in inner dictionary.</p>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>key</strong> – Key to use in inner dictionary.</p>
 </dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Value of the inner dictionary by the given key, or a default value if not exist.
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>Value of the inner dictionary by the given key, or a default value if not exist.
 If default_factory was not passed at initialization, it returns None.</p>
 </dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></p>
+</dd>
 </dl>
 </dd></dl>
 

docs/api/api_docs/classes/FrameworkInfo.html

@@ -7,7 +7,7 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>FrameworkInfo Class &#8212; MCT Documentation: ver 2.6.0</title>
-    <link rel="stylesheet" type="text/css" href="../../../static/pygments.css?v=03e43079" />
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@@ -66,7 +66,7 @@ <h3>Navigation</h3>
 <p class="rubric">Examples</p>
 <p>When quantizing a Keras model, if we want to quantize the kernels of Conv2D layers only, we can
 set, and we know it’s kernel out/in channel indices are (3, 2) respectivly:</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span><span class="w"> </span><span class="nn">tensorflow</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">tf</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">tensorflow</span> <span class="k">as</span> <span class="nn">tf</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">kernel_ops</span> <span class="o">=</span> <span class="p">[</span><span class="n">tf</span><span class="o">.</span><span class="n">keras</span><span class="o">.</span><span class="n">layers</span><span class="o">.</span><span class="n">Conv2D</span><span class="p">]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">kernel_channels_mapping</span> <span class="o">=</span> <span class="n">DefaultDict</span><span class="p">({</span><span class="n">tf</span><span class="o">.</span><span class="n">keras</span><span class="o">.</span><span class="n">layers</span><span class="o">.</span><span class="n">Conv2D</span><span class="p">:</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">2</span><span class="p">)})</span>
 </pre></div>

docs/api/api_docs/classes/GradientPTQConfig.html

@@ -7,7 +7,7 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>GradientPTQConfig Class &#8212; MCT Documentation: ver 2.6.0</title>
-    <link rel="stylesheet" type="text/css" href="../../../static/pygments.css?v=03e43079" />
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docs/api/api_docs/classes/MixedPrecisionQuantizationConfig.html

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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>MixedPrecisionQuantizationConfig &#8212; MCT Documentation: ver 2.6.0</title>
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docs/api/api_docs/classes/PruningConfig.html

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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>Pruning Configuration &#8212; MCT Documentation: ver 2.6.0</title>
-    <link rel="stylesheet" type="text/css" href="../../../static/pygments.css?v=03e43079" />
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docs/api/api_docs/classes/PruningInfo.html

@@ -7,7 +7,7 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>Pruning Information &#8212; MCT Documentation: ver 2.6.0</title>
-    <link rel="stylesheet" type="text/css" href="../../../static/pygments.css?v=03e43079" />
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@@ -65,6 +65,9 @@ <h3>Navigation</h3>
 <dt class="field-even">Return type<span class="colon">:</span></dt>
 <dd class="field-even"><p>Dict[BaseNode, np.ndarray]</p>
 </dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">BaseNode</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code>]</p>
+</dd>
 </dl>
 </dd></dl>
 
@@ -79,6 +82,9 @@ <h3>Navigation</h3>
 <dt class="field-even">Return type<span class="colon">:</span></dt>
 <dd class="field-even"><p>Dict[BaseNode, np.ndarray]</p>
 </dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><code class="xref py py-class docutils literal notranslate"><span class="pre">Dict</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">BaseNode</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code>]</p>
+</dd>
 </dl>
 </dd></dl>
 

docs/api/api_docs/classes/QuantizationConfig.html

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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
     <title>QuantizationConfig &#8212; MCT Documentation: ver 2.6.0</title>
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@@ -50,7 +50,7 @@ <h3>Navigation</h3>
 activations using thresholds, with weight threshold selection based on MSE and activation threshold selection
 using NOCLIPPING (min/max), while enabling relu_bound_to_power_of_2 and weights_bias_correction,
 you can instantiate a quantization configuration like this:</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span><span class="w"> </span><span class="nn">model_compression_toolkit</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">mct</span>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">model_compression_toolkit</span> <span class="k">as</span> <span class="nn">mct</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">qc</span> <span class="o">=</span> <span class="n">mct</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">QuantizationConfig</span><span class="p">(</span><span class="n">activation_error_method</span><span class="o">=</span><span class="n">mct</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">QuantizationErrorMethod</span><span class="o">.</span><span class="n">NOCLIPPING</span><span class="p">,</span> <span class="n">weights_error_method</span><span class="o">=</span><span class="n">mct</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">QuantizationErrorMethod</span><span class="o">.</span><span class="n">MSE</span><span class="p">,</span> <span class="n">relu_bound_to_power_of_2</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">weights_bias_correction</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 </pre></div>
 </div>

docs/api/api_docs/classes/QuantizationErrorMethod.html

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     <title>QuantizationErrorMethod &#8212; MCT Documentation: ver 2.6.0</title>
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