Merge pull request pytorch#369 from jlin27/site

(v2) Add v1.5.0 website changes

Author: Jessica Lin

docs/stable/_modules/torch/distributed/autograd.html

@@ -348,7 +348,7 @@ <h1>Source code for torch.distributed.autograd</h1><div class="highlight"><pre>
     <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="s2">&quot;Failed to initialize torch.distributed.autograd&quot;</span><span class="p">)</span>
 
 
-<div class="viewcode-block" id="context"><a class="viewcode-back" href="../../../rpc/rpc.html#torch.distributed.autograd.context">[docs]</a><span class="k">class</span> <span class="nc">context</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+<div class="viewcode-block" id="context"><a class="viewcode-back" href="../../../rpc.html#torch.distributed.autograd.context">[docs]</a><span class="k">class</span> <span class="nc">context</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
     <span class="sd">&#39;&#39;&#39;</span>
 <span class="sd">    Context object to wrap forward and backward passes when using</span>
 <span class="sd">    distributed autograd. The ``context_id`` generated in the ``with``</span>
@@ -657,4 +657,4 @@ <h2>Resources</h2>
     })
   </script>
 </body>
-</html>
+</html>

docs/stable/_modules/torch/distributed/optim/optimizer.html

@@ -391,7 +391,7 @@ <h1>Source code for torch.distributed.optim.optimizer</h1><div class="highlight"
     <span class="k">return</span> <span class="n">results</span>
 
 
-<div class="viewcode-block" id="DistributedOptimizer"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.optim.DistributedOptimizer">[docs]</a><span class="k">class</span> <span class="nc">DistributedOptimizer</span><span class="p">:</span>
+<div class="viewcode-block" id="DistributedOptimizer"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.optim.DistributedOptimizer">[docs]</a><span class="k">class</span> <span class="nc">DistributedOptimizer</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    DistributedOptimizer takes remote references to parameters scattered</span>
 <span class="sd">    across workers and applies the given optimizer locally for each parameter.</span>
@@ -457,7 +457,7 @@ <h1>Source code for torch.distributed.optim.optimizer</h1><div class="highlight"
 
         <span class="bp">self</span><span class="o">.</span><span class="n">remote_optimizers</span> <span class="o">=</span> <span class="n">_wait_for_all</span><span class="p">(</span><span class="n">remote_optim_futs</span><span class="p">)</span>
 
-<div class="viewcode-block" id="DistributedOptimizer.step"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.optim.DistributedOptimizer.step">[docs]</a>    <span class="k">def</span> <span class="nf">step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context_id</span><span class="p">):</span>
+<div class="viewcode-block" id="DistributedOptimizer.step"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.optim.DistributedOptimizer.step">[docs]</a>    <span class="k">def</span> <span class="nf">step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context_id</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Performs a single optimization step.</span>
 
@@ -766,4 +766,4 @@ <h2>Resources</h2>
     })
   </script>
 </body>
-</html>
+</html>

docs/stable/_modules/torch/distributed/rpc.html

@@ -356,7 +356,7 @@ <h1>Source code for torch.distributed.rpc</h1><div class="highlight"><pre>
     <span class="kn">from</span> <span class="nn">.api</span> <span class="kn">import</span> <span class="o">*</span>  <span class="c1"># noqa: F401</span>
     <span class="kn">import</span> <span class="nn">torch.distributed.autograd</span> <span class="k">as</span> <span class="nn">dist_autograd</span>
 
-<div class="viewcode-block" id="init_rpc"><a class="viewcode-back" href="../../../rpc/rpc.html#torch.distributed.rpc.init_rpc">[docs]</a>    <span class="k">def</span> <span class="nf">init_rpc</span><span class="p">(</span>
+<div class="viewcode-block" id="init_rpc"><a class="viewcode-back" href="../../../rpc.html#torch.distributed.rpc.init_rpc">[docs]</a>    <span class="k">def</span> <span class="nf">init_rpc</span><span class="p">(</span>
         <span class="n">name</span><span class="p">,</span>
         <span class="n">backend</span><span class="o">=</span><span class="n">backend_registry</span><span class="o">.</span><span class="n">BackendType</span><span class="o">.</span><span class="n">PROCESS_GROUP</span><span class="p">,</span>
         <span class="n">rank</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span>
@@ -717,4 +717,4 @@ <h2>Resources</h2>
     })
   </script>
 </body>
-</html>
+</html>

docs/stable/_modules/torch/distributed/rpc/api.html

@@ -530,7 +530,7 @@ <h1>Source code for torch.distributed.rpc.api</h1><div class="highlight"><pre>
                 <span class="p">)</span>
 
 
-<div class="viewcode-block" id="shutdown"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.rpc.shutdown">[docs]</a><span class="nd">@_require_initialized</span>
+<div class="viewcode-block" id="shutdown"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.rpc.shutdown">[docs]</a><span class="nd">@_require_initialized</span>
 <span class="k">def</span> <span class="nf">shutdown</span><span class="p">(</span><span class="n">graceful</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
     <span class="sa">r</span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Perform a shutdown of the RPC agent, and then destroy the RPC agent. This</span>
@@ -628,7 +628,7 @@ <h1>Source code for torch.distributed.rpc.api</h1><div class="highlight"><pre>
     <span class="n">_set_and_start_rpc_agent</span><span class="p">(</span><span class="n">rpc_agent</span><span class="p">)</span>
 
 
-<div class="viewcode-block" id="get_worker_info"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.rpc.get_worker_info">[docs]</a><span class="nd">@_require_initialized</span>
+<div class="viewcode-block" id="get_worker_info"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.rpc.get_worker_info">[docs]</a><span class="nd">@_require_initialized</span>
 <span class="k">def</span> <span class="nf">get_worker_info</span><span class="p">(</span><span class="n">worker_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
     <span class="sa">r</span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Get :class:`~torch.distributed.rpc.WorkerInfo` of a given worker name.</span>
@@ -677,7 +677,7 @@ <h1>Source code for torch.distributed.rpc.api</h1><div class="highlight"><pre>
             <span class="p">)</span>
 
 
-<div class="viewcode-block" id="remote"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.rpc.remote">[docs]</a><span class="nd">@_require_initialized</span>
+<div class="viewcode-block" id="remote"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.rpc.remote">[docs]</a><span class="nd">@_require_initialized</span>
 <span class="k">def</span> <span class="nf">remote</span><span class="p">(</span><span class="n">to</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
     <span class="sa">r</span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Make a remote call to run ``func`` on worker ``to`` and return an</span>
@@ -822,7 +822,7 @@ <h1>Source code for torch.distributed.rpc.api</h1><div class="highlight"><pre>
     <span class="k">return</span> <span class="n">fut</span>
 
 
-<div class="viewcode-block" id="rpc_sync"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.rpc.rpc_sync">[docs]</a><span class="nd">@_require_initialized</span>
+<div class="viewcode-block" id="rpc_sync"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.rpc.rpc_sync">[docs]</a><span class="nd">@_require_initialized</span>
 <span class="k">def</span> <span class="nf">rpc_sync</span><span class="p">(</span><span class="n">to</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
     <span class="sa">r</span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Make a blocking RPC call to run function ``func`` on worker ``to``. RPC</span>
@@ -892,7 +892,7 @@ <h1>Source code for torch.distributed.rpc.api</h1><div class="highlight"><pre>
     <span class="k">return</span> <span class="n">fut</span><span class="o">.</span><span class="n">wait</span><span class="p">()</span></div>
 
 
-<div class="viewcode-block" id="rpc_async"><a class="viewcode-back" href="../../../../rpc/rpc.html#torch.distributed.rpc.rpc_async">[docs]</a><span class="nd">@_require_initialized</span>
+<div class="viewcode-block" id="rpc_async"><a class="viewcode-back" href="../../../../rpc.html#torch.distributed.rpc.rpc_async">[docs]</a><span class="nd">@_require_initialized</span>
 <span class="k">def</span> <span class="nf">rpc_async</span><span class="p">(</span><span class="n">to</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
     <span class="sa">r</span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Make a non-blocking RPC call to run function ``func`` on worker ``to``. RPC</span>
@@ -1257,4 +1257,4 @@ <h2>Resources</h2>
     })
   </script>
 </body>
-</html>
+</html>

docs/stable/_sources/community/persons_of_interest.rst.txt

@@ -95,14 +95,6 @@ MKLDNN
 -  Junjie Bai (`bddppq <https://github.com/bddppq>`__)
 -  Yinghai Lu (`yinghai <https://github.com/yinghai>`__)
 
-XLA
-~~~
-
--  Ailing Zhang (`ailzhang <https://github.com/ailzhang>`__)
--  Gregory Chanan (`gchanan <https://github.com/gchanan>`__)
--  Davide Libenzi (`dlibenzi <https://github.com/dlibenzi>`__)
--  Alex Suhan (`asuhan <https://github.com/asuhan>`__)
-
 AMD/ROCm/HIP
 ~~~~~~~~~~~~
 
@@ -151,3 +143,39 @@ PowerPC
 ~~~~~~~
 
 -  Alfredo Mendoza (`avmgithub <https://github.com/avmgithub>`__)
+
+Library-level maintainers
+------------------------
+
+XLA
+~~~
+
+-  Ailing Zhang (`ailzhang <https://github.com/ailzhang>`__)
+-  Gregory Chanan (`gchanan <https://github.com/gchanan>`__)
+-  Davide Libenzi (`dlibenzi <https://github.com/dlibenzi>`__)
+-  Alex Suhan (`asuhan <https://github.com/asuhan>`__)
+
+TorchServe
+~~~~~~~~~~
+
+- Manoj Rao (`mycpuorg <https://github.com/mycpuorg>`__)
+- Vamshi Dantu (`vdantu <https://github.com/vdantu>`__)
+- Dhanasekar Karuppasamy (`dhanainme <https://github.com/dhanainme>`__)
+
+TorchVision
+~~~~~~~~~~~
+
+- Francisco Massa (`fmassa <https://github.com/fmassa>`__)
+
+TorchText
+~~~~~~~~~
+
+- Guanheng George Zhang (`zhangguanheng66 <https://github.com/zhangguanheng66>`__)
+- Christian Puhrsch (`cpuhrsch <https://github.com/cpuhrsch>`__)
+
+TorchAudio
+~~~~~~~~~~
+
+- Vincent QB (`vincentqb <https://github.com/vincentqb>`__)
+
+

docs/stable/_sources/quantization.rst.txt

@@ -3,6 +3,9 @@
 Quantization
 ===========================
 
+.. warning ::
+     Quantization is experimental and subject to change.
+
 Introduction to Quantization
 ----------------------------
 

docs/stable/_sources/rpc/rpc.rst.txt renamed to docs/stable/_sources/rpc.rst.txt

@@ -9,7 +9,8 @@ higher-level API to automatically differentiate models split across several
 machines.
 
 .. warning ::
-     APIs in the RPC package are stable. There are multiple ongoing work items to improve performance and error handling, which will ship in future releases.
+     APIs in the RPC package are stable. There are multiple ongoing work items 
+     to improve performance and error handling, which will ship in future releases.
 
 
 Basics

docs/stable/community/persons_of_interest.html

@@ -438,15 +438,6 @@ <h3>MKLDNN<a class="headerlink" href="#mkldnn" title="Permalink to this headline
 <li><p>Yinghai Lu (<a class="reference external" href="https://github.com/yinghai">yinghai</a>)</p></li>
 </ul>
 </div>
-<div class="section" id="xla">
-<h3>XLA<a class="headerlink" href="#xla" title="Permalink to this headline">¶</a></h3>
-<ul class="simple">
-<li><p>Ailing Zhang (<a class="reference external" href="https://github.com/ailzhang">ailzhang</a>)</p></li>
-<li><p>Gregory Chanan (<a class="reference external" href="https://github.com/gchanan">gchanan</a>)</p></li>
-<li><p>Davide Libenzi (<a class="reference external" href="https://github.com/dlibenzi">dlibenzi</a>)</p></li>
-<li><p>Alex Suhan (<a class="reference external" href="https://github.com/asuhan">asuhan</a>)</p></li>
-</ul>
-</div>
 <div class="section" id="amd-rocm-hip">
 <h3>AMD/ROCm/HIP<a class="headerlink" href="#amd-rocm-hip" title="Permalink to this headline">¶</a></h3>
 <ul class="simple">
@@ -505,6 +496,45 @@ <h3>PowerPC<a class="headerlink" href="#powerpc" title="Permalink to this headli
 </ul>
 </div>
 </div>
+<div class="section" id="library-level-maintainers">
+<h2>Library-level maintainers<a class="headerlink" href="#library-level-maintainers" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="xla">
+<h3>XLA<a class="headerlink" href="#xla" title="Permalink to this headline">¶</a></h3>
+<ul class="simple">
+<li><p>Ailing Zhang (<a class="reference external" href="https://github.com/ailzhang">ailzhang</a>)</p></li>
+<li><p>Gregory Chanan (<a class="reference external" href="https://github.com/gchanan">gchanan</a>)</p></li>
+<li><p>Davide Libenzi (<a class="reference external" href="https://github.com/dlibenzi">dlibenzi</a>)</p></li>
+<li><p>Alex Suhan (<a class="reference external" href="https://github.com/asuhan">asuhan</a>)</p></li>
+</ul>
+</div>
+<div class="section" id="torchserve">
+<h3>TorchServe<a class="headerlink" href="#torchserve" title="Permalink to this headline">¶</a></h3>
+<ul class="simple">
+<li><p>Manoj Rao (<a class="reference external" href="https://github.com/mycpuorg">mycpuorg</a>)</p></li>
+<li><p>Vamshi Dantu (<a class="reference external" href="https://github.com/vdantu">vdantu</a>)</p></li>
+<li><p>Dhanasekar Karuppasamy (<a class="reference external" href="https://github.com/dhanainme">dhanainme</a>)</p></li>
+</ul>
+</div>
+<div class="section" id="torchvision">
+<h3>TorchVision<a class="headerlink" href="#torchvision" title="Permalink to this headline">¶</a></h3>
+<ul class="simple">
+<li><p>Francisco Massa (<a class="reference external" href="https://github.com/fmassa">fmassa</a>)</p></li>
+</ul>
+</div>
+<div class="section" id="torchtext">
+<h3>TorchText<a class="headerlink" href="#torchtext" title="Permalink to this headline">¶</a></h3>
+<ul class="simple">
+<li><p>Guanheng George Zhang (<a class="reference external" href="https://github.com/zhangguanheng66">zhangguanheng66</a>)</p></li>
+<li><p>Christian Puhrsch (<a class="reference external" href="https://github.com/cpuhrsch">cpuhrsch</a>)</p></li>
+</ul>
+</div>
+<div class="section" id="torchaudio">
+<h3>TorchAudio<a class="headerlink" href="#torchaudio" title="Permalink to this headline">¶</a></h3>
+<ul class="simple">
+<li><p>Vincent QB (<a class="reference external" href="https://github.com/vincentqb">vincentqb</a>)</p></li>
+</ul>
+</div>
+</div>
 </div>
 
 
@@ -562,7 +592,6 @@ <h3>PowerPC<a class="headerlink" href="#powerpc" title="Permalink to this headli
 <li><a class="reference internal" href="#cpu-performance-simd">CPU Performance / SIMD</a></li>
 <li><a class="reference internal" href="#cuda">CUDA</a></li>
 <li><a class="reference internal" href="#mkldnn">MKLDNN</a></li>
-<li><a class="reference internal" href="#xla">XLA</a></li>
 <li><a class="reference internal" href="#amd-rocm-hip">AMD/ROCm/HIP</a></li>
 <li><a class="reference internal" href="#build-ci">Build + CI</a></li>
 <li><a class="reference internal" href="#benchmarks">Benchmarks</a></li>
@@ -573,6 +602,14 @@ <h3>PowerPC<a class="headerlink" href="#powerpc" title="Permalink to this headli
 <li><a class="reference internal" href="#powerpc">PowerPC</a></li>
 </ul>
 </li>
+<li><a class="reference internal" href="#library-level-maintainers">Library-level maintainers</a><ul>
+<li><a class="reference internal" href="#xla">XLA</a></li>
+<li><a class="reference internal" href="#torchserve">TorchServe</a></li>
+<li><a class="reference internal" href="#torchvision">TorchVision</a></li>
+<li><a class="reference internal" href="#torchtext">TorchText</a></li>
+<li><a class="reference internal" href="#torchaudio">TorchAudio</a></li>
+</ul>
+</li>
 </ul>
 </li>
 </ul>
@@ -828,4 +865,4 @@ <h2>Resources</h2>
     })
   </script>
 </body>
-</html>
+</html>