From a9197a499b2bf1a6f1708337370440ea3c54f4e3 Mon Sep 17 00:00:00 2001
From: pytorchbot <soumith+bot@pytorch.org>
Date: Wed, 20 Sep 2023 00:35:21 +0000
Subject: [PATCH] Generate Python docs from
 pytorch/pytorch@518308a740b7094b82bfc4f1f0b92043a5765efb

---
 nightly/_modules/index.html                   |   2 +-
 .../torch/_functorch/aot_autograd.html        |   9 ++++++---
 .../_modules/torch/_functorch/compilers.html  |   2 +-
 .../_modules/torch/_functorch/deprecated.html |   2 +-
 .../torch/_functorch/partitioners.html        |   2 +-
 nightly/aot_autograd.html                     |   2 +-
 nightly/batch_norm.html                       |   2 +-
 nightly/experimental.html                     |   2 +-
 nightly/functorch.html                        |   2 +-
 .../functorch.combine_state_for_ensemble.html |   2 +-
 .../functorch.compile.aot_function.html       |   2 +-
 .../functorch.compile.aot_module.html         |   2 +-
 .../functorch.compile.default_partition.html  |   2 +-
 ...torch.compile.memory_efficient_fusion.html |   2 +-
 ...e.min_cut_rematerialization_partition.html |   2 +-
 nightly/generated/functorch.compile.nop.html  |   2 +-
 .../functorch.compile.ts_compile.html         |   2 +-
 .../generated/functorch.functionalize.html    |   2 +-
 nightly/generated/functorch.grad.html         |   2 +-
 .../generated/functorch.grad_and_value.html   |   2 +-
 nightly/generated/functorch.hessian.html      |   2 +-
 nightly/generated/functorch.jacfwd.html       |   2 +-
 nightly/generated/functorch.jacrev.html       |   2 +-
 nightly/generated/functorch.jvp.html          |   2 +-
 .../generated/functorch.make_functional.html  |   2 +-
 ...unctorch.make_functional_with_buffers.html |   2 +-
 nightly/generated/functorch.vjp.html          |   2 +-
 nightly/generated/functorch.vmap.html         |   2 +-
 nightly/genindex.html                         |   2 +-
 nightly/index.html                            |   2 +-
 nightly/install.html                          |   2 +-
 .../notebooks/aot_autograd_optimizations.html |   2 +-
 nightly/notebooks/ensembling.html             |   2 +-
 nightly/notebooks/jacobians_hessians.html     |   2 +-
 nightly/notebooks/minifier.html               |   2 +-
 nightly/notebooks/neural_tangent_kernels.html |   2 +-
 nightly/notebooks/per_sample_grads.html       |   2 +-
 nightly/notebooks/whirlwind_tour.html         |   2 +-
 nightly/objects.inv                           | Bin 3201 -> 3201 bytes
 nightly/search.html                           |   2 +-
 nightly/ux_limitations.html                   |   2 +-
 41 files changed, 45 insertions(+), 42 deletions(-)

diff --git a/nightly/_modules/index.html b/nightly/_modules/index.html
index 11e9aeff2..4069dc967 100644
--- a/nightly/_modules/index.html
+++ b/nightly/_modules/index.html
@@ -215,7 +215,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/_modules/torch/_functorch/aot_autograd.html b/nightly/_modules/torch/_functorch/aot_autograd.html
index 75c9f510c..e43f30c98 100644
--- a/nightly/_modules/torch/_functorch/aot_autograd.html
+++ b/nightly/_modules/torch/_functorch/aot_autograd.html
@@ -215,7 +215,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
@@ -1012,7 +1012,9 @@ <h1>Source code for torch._functorch.aot_autograd</h1><div class="highlight"><pr
 
 <span class="k">def</span> <span class="nf">to_fun</span><span class="p">(</span><span class="n">t</span><span class="p">):</span>
     <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">Tensor</span><span class="p">):</span>
-        <span class="k">return</span> <span class="n">torch</span><span class="o">.</span><span class="n">_to_functional_tensor</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">mirror_autograd_meta</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="n">out</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">_to_functional_tensor</span><span class="p">(</span><span class="n">t</span><span class="p">)</span>
+        <span class="n">torch</span><span class="o">.</span><span class="n">_mirror_autograd_meta_to</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">out</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">out</span>
     <span class="k">else</span><span class="p">:</span>
         <span class="k">return</span> <span class="n">t</span>
 
@@ -1063,7 +1065,8 @@ <h1>Source code for torch._functorch.aot_autograd</h1><div class="highlight"><pr
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">Tensor</span><span class="p">):</span>
             <span class="k">if</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">memo</span><span class="p">:</span>
                 <span class="k">return</span> <span class="n">memo</span><span class="p">[</span><span class="n">t</span><span class="p">]</span>
-            <span class="n">r</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">_to_functional_tensor</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">mirror_autograd_meta</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+            <span class="n">r</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">_to_functional_tensor</span><span class="p">(</span><span class="n">t</span><span class="p">)</span>
+            <span class="n">torch</span><span class="o">.</span><span class="n">_mirror_autograd_meta_to</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">r</span><span class="p">)</span>
             <span class="n">memo</span><span class="p">[</span><span class="n">t</span><span class="p">]</span> <span class="o">=</span> <span class="n">r</span>
             <span class="k">return</span> <span class="n">r</span>
         <span class="k">else</span><span class="p">:</span>
diff --git a/nightly/_modules/torch/_functorch/compilers.html b/nightly/_modules/torch/_functorch/compilers.html
index 5f62936ff..591e0b163 100644
--- a/nightly/_modules/torch/_functorch/compilers.html
+++ b/nightly/_modules/torch/_functorch/compilers.html
@@ -215,7 +215,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/_modules/torch/_functorch/deprecated.html b/nightly/_modules/torch/_functorch/deprecated.html
index 6d428646e..1f443d9b2 100644
--- a/nightly/_modules/torch/_functorch/deprecated.html
+++ b/nightly/_modules/torch/_functorch/deprecated.html
@@ -215,7 +215,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/_modules/torch/_functorch/partitioners.html b/nightly/_modules/torch/_functorch/partitioners.html
index 2ee5563f0..fe0235dee 100644
--- a/nightly/_modules/torch/_functorch/partitioners.html
+++ b/nightly/_modules/torch/_functorch/partitioners.html
@@ -215,7 +215,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/aot_autograd.html b/nightly/aot_autograd.html
index 8671e2390..4e648660e 100644
--- a/nightly/aot_autograd.html
+++ b/nightly/aot_autograd.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/batch_norm.html b/nightly/batch_norm.html
index 5a4a8328e..17ebfb37e 100644
--- a/nightly/batch_norm.html
+++ b/nightly/batch_norm.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/experimental.html b/nightly/experimental.html
index 7c741bfd7..bb2b9b134 100644
--- a/nightly/experimental.html
+++ b/nightly/experimental.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/functorch.html b/nightly/functorch.html
index 8914d5bfd..31d29f4f1 100644
--- a/nightly/functorch.html
+++ b/nightly/functorch.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.combine_state_for_ensemble.html b/nightly/generated/functorch.combine_state_for_ensemble.html
index c257c47c8..a398a5e09 100644
--- a/nightly/generated/functorch.combine_state_for_ensemble.html
+++ b/nightly/generated/functorch.combine_state_for_ensemble.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.aot_function.html b/nightly/generated/functorch.compile.aot_function.html
index 0409f396e..05a00255b 100644
--- a/nightly/generated/functorch.compile.aot_function.html
+++ b/nightly/generated/functorch.compile.aot_function.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.aot_module.html b/nightly/generated/functorch.compile.aot_module.html
index 6643b6169..2cc22830f 100644
--- a/nightly/generated/functorch.compile.aot_module.html
+++ b/nightly/generated/functorch.compile.aot_module.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.default_partition.html b/nightly/generated/functorch.compile.default_partition.html
index 6c9b47c30..84a5a424e 100644
--- a/nightly/generated/functorch.compile.default_partition.html
+++ b/nightly/generated/functorch.compile.default_partition.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.memory_efficient_fusion.html b/nightly/generated/functorch.compile.memory_efficient_fusion.html
index bf84484d1..df66f1dd5 100644
--- a/nightly/generated/functorch.compile.memory_efficient_fusion.html
+++ b/nightly/generated/functorch.compile.memory_efficient_fusion.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.min_cut_rematerialization_partition.html b/nightly/generated/functorch.compile.min_cut_rematerialization_partition.html
index 4b6c5e9b3..b8820e3d5 100644
--- a/nightly/generated/functorch.compile.min_cut_rematerialization_partition.html
+++ b/nightly/generated/functorch.compile.min_cut_rematerialization_partition.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.nop.html b/nightly/generated/functorch.compile.nop.html
index 2c69ba378..5e8960e89 100644
--- a/nightly/generated/functorch.compile.nop.html
+++ b/nightly/generated/functorch.compile.nop.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.compile.ts_compile.html b/nightly/generated/functorch.compile.ts_compile.html
index 8bd6ba423..cda6650a8 100644
--- a/nightly/generated/functorch.compile.ts_compile.html
+++ b/nightly/generated/functorch.compile.ts_compile.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.functionalize.html b/nightly/generated/functorch.functionalize.html
index ce425fb09..bfb9c96ba 100644
--- a/nightly/generated/functorch.functionalize.html
+++ b/nightly/generated/functorch.functionalize.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.grad.html b/nightly/generated/functorch.grad.html
index 84e998c68..142842075 100644
--- a/nightly/generated/functorch.grad.html
+++ b/nightly/generated/functorch.grad.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.grad_and_value.html b/nightly/generated/functorch.grad_and_value.html
index 3f5653d6b..ab4fc332d 100644
--- a/nightly/generated/functorch.grad_and_value.html
+++ b/nightly/generated/functorch.grad_and_value.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.hessian.html b/nightly/generated/functorch.hessian.html
index 0275d5015..eadc51593 100644
--- a/nightly/generated/functorch.hessian.html
+++ b/nightly/generated/functorch.hessian.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.jacfwd.html b/nightly/generated/functorch.jacfwd.html
index 004d3ecba..35e4e2313 100644
--- a/nightly/generated/functorch.jacfwd.html
+++ b/nightly/generated/functorch.jacfwd.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.jacrev.html b/nightly/generated/functorch.jacrev.html
index 87cb17636..87b3f4b06 100644
--- a/nightly/generated/functorch.jacrev.html
+++ b/nightly/generated/functorch.jacrev.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.jvp.html b/nightly/generated/functorch.jvp.html
index aa8c65501..a48730d12 100644
--- a/nightly/generated/functorch.jvp.html
+++ b/nightly/generated/functorch.jvp.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
     </div>
     
 
diff --git a/nightly/generated/functorch.make_functional.html b/nightly/generated/functorch.make_functional.html
index 7a7e21c79..86e3011dc 100644
--- a/nightly/generated/functorch.make_functional.html
+++ b/nightly/generated/functorch.make_functional.html
@@ -217,7 +217,7 @@
           <div class="pytorch-left-menu-search">
             
     <div class="version">
-      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+gita44cf44) &#x25BC</a>
+      <a href='https://pytorch.org/functorch/versions.html'>nightly (2.2.0a0+git518308a) &#x25BC</a>
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diff --git a/nightly/generated/functorch.make_functional_with_buffers.html b/nightly/generated/functorch.make_functional_with_buffers.html
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delta 18
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