Merge branch 'site' into 2-15

Author: cjyabraham

docs/main/_images/RReLU.png

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 
@@ -530,6 +530,7 @@ <h1>All modules for which code is available</h1>
 <li><a href="torch/ao/quantization/fuse_modules.html">torch.ao.quantization.fuse_modules</a></li>
 <li><a href="torch/ao/quantization/fx/custom_config.html">torch.ao.quantization.fx.custom_config</a></li>
 <li><a href="torch/ao/quantization/observer.html">torch.ao.quantization.observer</a></li>
+<li><a href="torch/ao/quantization/pt2e/export_utils.html">torch.ao.quantization.pt2e.export_utils</a></li>
 <li><a href="torch/ao/quantization/qconfig.html">torch.ao.quantization.qconfig</a></li>
 <li><a href="torch/ao/quantization/qconfig_mapping.html">torch.ao.quantization.qconfig_mapping</a></li>
 <li><a href="torch/ao/quantization/quantize.html">torch.ao.quantization.quantize</a></li>

docs/main/_images/Softplus.png

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 
@@ -781,12 +781,12 @@ <h1>Source code for torch</h1><div class="highlight"><pre>
         <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">node</span><span class="p">)</span>
 
     <span class="k">def</span> <span class="fm">__hash__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">builtins</span><span class="o">.</span><span class="n">int</span><span class="p">:</span>
-        <span class="n">ret</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">node</span><span class="o">.</span><span class="n">singleton_int</span><span class="p">()</span>
+        <span class="n">ret</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">node</span><span class="o">.</span><span class="n">nested_int</span><span class="p">()</span>
         <span class="k">if</span> <span class="n">ret</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">return</span> <span class="nb">hash</span><span class="p">(</span><span class="n">ret</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="c1"># We could support constant SymInts as well, but not doing it for now</span>
-            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;unhashable type: non-singleton SymInt&quot;</span><span class="p">)</span></div>
+            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;unhashable type: non-nested SymInt&quot;</span><span class="p">)</span></div>
 
 <div class="viewcode-block" id="SymFloat"><a class="viewcode-back" href="../torch.html#torch.SymFloat">[docs]</a><span class="k">class</span> <span class="nc">SymFloat</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>

docs/main/_modules/index.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/__config__.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/__future__.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/_jit_internal.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 
@@ -1229,7 +1229,7 @@ <h1>Source code for torch._logging._internal</h1><div class="highlight"><pre>
         <span class="n">prefix</span> <span class="o">=</span> <span class="p">(</span>
             <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">record</span><span class="o">.</span><span class="n">rankprefix</span><span class="si">}{</span><span class="n">shortlevel</span><span class="si">}{</span><span class="n">record</span><span class="o">.</span><span class="n">asctime</span><span class="si">}</span><span class="s2">.</span><span class="si">{</span><span class="nb">int</span><span class="p">(</span><span class="n">record</span><span class="o">.</span><span class="n">msecs</span><span class="o">*</span><span class="mi">1000</span><span class="p">)</span><span class="si">:</span><span class="s2">06d</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">record</span><span class="o">.</span><span class="n">thread</span><span class="si">}</span><span class="s2"> &quot;</span>
             <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">relpath</span><span class="p">(</span><span class="n">record</span><span class="o">.</span><span class="n">pathname</span><span class="p">,</span><span class="w"> </span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">torch</span><span class="o">.</span><span class="vm">__file__</span><span class="p">)))</span><span class="si">}</span><span class="s2">:&quot;</span>
-            <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">record</span><span class="o">.</span><span class="n">lineno</span><span class="si">}{</span><span class="n">record</span><span class="o">.</span><span class="n">traceid</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">record</span><span class="o">.</span><span class="n">lineno</span><span class="si">}</span><span class="s2">]</span><span class="si">{</span><span class="n">record</span><span class="o">.</span><span class="n">traceid</span><span class="si">}</span><span class="s2">&quot;</span>
         <span class="p">)</span>
         <span class="k">return</span> <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">prefix</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">l</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">l</span> <span class="ow">in</span> <span class="n">lines</span><span class="p">)</span>
 

docs/main/_modules/torch/_lobpcg.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/_logging/_internal.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/_lowrank.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/_tensor.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 
@@ -659,7 +659,7 @@ <h1>Source code for torch._utils</h1><div class="highlight"><pre>
 <span class="c1"># be a TypedStorage</span>
 <span class="k">def</span> <span class="nf">_rebuild_tensor</span><span class="p">(</span><span class="n">storage</span><span class="p">,</span> <span class="n">storage_offset</span><span class="p">,</span> <span class="n">size</span><span class="p">,</span> <span class="n">stride</span><span class="p">):</span>
     <span class="c1"># first construct a tensor with the correct dtype/device</span>
-    <span class="n">t</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">tensor</span><span class="p">([],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">storage</span><span class="o">.</span><span class="n">dtype</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="n">storage</span><span class="o">.</span><span class="n">_untyped_storage</span><span class="o">.</span><span class="n">device</span><span class="p">)</span>
+    <span class="n">t</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">empty</span><span class="p">((</span><span class="mi">0</span><span class="p">,),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">storage</span><span class="o">.</span><span class="n">dtype</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="n">storage</span><span class="o">.</span><span class="n">_untyped_storage</span><span class="o">.</span><span class="n">device</span><span class="p">)</span>
     <span class="k">return</span> <span class="n">t</span><span class="o">.</span><span class="n">set_</span><span class="p">(</span><span class="n">storage</span><span class="o">.</span><span class="n">_untyped_storage</span><span class="p">,</span> <span class="n">storage_offset</span><span class="p">,</span> <span class="n">size</span><span class="p">,</span> <span class="n">stride</span><span class="p">)</span>
 
 
@@ -703,8 +703,8 @@ <h1>Source code for torch._utils</h1><div class="highlight"><pre>
     <span class="n">dtype</span><span class="p">,</span>
     <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
 <span class="p">):</span>
-    <span class="n">t</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">tensor</span><span class="p">(</span>
-        <span class="p">[],</span>
+    <span class="n">t</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">empty</span><span class="p">(</span>
+        <span class="p">(</span><span class="mi">0</span><span class="p">,),</span>
         <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">,</span>
         <span class="n">device</span><span class="o">=</span><span class="n">storage</span><span class="o">.</span><span class="n">_untyped_storage</span><span class="o">.</span><span class="n">device</span><span class="p">,</span>
         <span class="n">requires_grad</span><span class="o">=</span><span class="n">requires_grad</span><span class="p">,</span>

docs/main/_modules/torch/_tensor_str.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/_utils.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/amp/autocast_mode.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/modules/fused.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/qat/modules/conv_fused.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/qat/modules/linear_relu.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/quantized/dynamic/modules/linear_relu.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
+      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git701f651 ) &#x25BC</a>
     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/quantized/modules/bn_relu.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
-      <a href='https://pytorch.org/docs/versions.html'>main (2.3.0a0+git707cde9 ) &#x25BC</a>
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     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/quantized/modules/conv_relu.html

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           <div class="pytorch-left-menu-search">
 
     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/intrinsic/quantized/modules/linear_relu.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/qat/dynamic/modules/linear.html

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           <div class="pytorch-left-menu-search">
 
     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/qat/modules/conv.html

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           <div class="pytorch-left-menu-search">
 
     <div class="version">
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docs/main/_modules/torch/ao/nn/qat/modules/linear.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
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docs/main/_modules/torch/ao/nn/quantizable/modules/activation.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/quantizable/modules/rnn.html

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           <div class="pytorch-left-menu-search">
 
     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/quantized/dynamic/modules/linear.html

@@ -242,7 +242,7 @@
           <div class="pytorch-left-menu-search">
 
     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/quantized/dynamic/modules/rnn.html

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     <div class="version">
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     </div>
 
 

docs/main/_modules/torch/ao/nn/quantized/functional.html

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     <div class="version">
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docs/main/_modules/torch/ao/nn/quantized/modules/activation.html

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     <div class="version">
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docs/main/_modules/torch/ao/nn/quantized/modules/batchnorm.html

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