pytorch-cn · addbook · Jul 26, 2018 · Jul 3, 2018 · Jul 3, 2018 · Jul 3, 2018
diff --git a/404.html b/404.html
@@ -0,0 +1,36 @@
+---
+title: Oops!
+id: 404
+permalink: /404.html
+layout: about
+---
+
+<!DOCTYPE html>
+<html>
+<head>
+  <style type='text/css'>
+    h4 {
+      margin: 2em 0;
+    }
+  </style>
+</head>
+<body>
+  <div style="text-align: center">
+    <img src="/static/img/404_sign.png">
+
+    <h1>Oops!</h1>
+
+    <h4>You've reached a dead end.</h4>
+
+    <h4>
+      If you feel like something should be here, you can
+      <a target="_blank" href="https://github.com/pytorch/pytorch.github.io/issues/new">open an issue</a>
+      on GitHub.
+    </h4>
+
+    <h4>
+      Click <a href="https://pytorch.org/">here</a> to go back to the main page.
+    </h4>
+  </div>
+</body>
+</html>
diff --git a/LICENSE b/LICENSE
@@ -0,0 +1,29 @@
+BSD 3-Clause License
+
+Copyright (c) 2018, Facebook Inc
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the copyright holder nor the names of its
+  contributors may be used to endorse or promote products derived from
+  this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/_config.yml b/_config.yml
@@ -1,4 +1,4 @@
-url: http://pytorch.org
+url: https://pytorch.org
 name: PyTorch
 description: 'Scientific Computing...'
 latest_version: 1.0

diff --git a/_layouts/about.html b/_layouts/about.html
@@ -5,17 +5,25 @@
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no">
+
+    <meta property="og:url" content="http://pytorch.org/about"/>
+    <meta property="og:title" content="About PyTorch"/>
+    <meta property="og:description"
+          content="Tensors and Dynamic neural networks in Python
+                    with strong GPU acceleration."/>
+    <meta property="og:image" content="/static/img/logos/pytorch-logo-dark.png"/>
+
     <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:200,300,400,600,700">
-    <link rel="stylesheet" 
-        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" 
-        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" 
+    <link rel="stylesheet"
+        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css"
+        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u"
         crossorigin="anonymous">
     <link rel="stylesheet" href="/static/css/main.css">
 </head>
 <body id="{{ page.id }}">
 
     {% include header.html %}
-    
+
     <section class="content wrap">
         <div class="container">
             {{ content }}
@@ -25,4 +33,4 @@
     {% include footer.html %}
 
 </body>
-</html>
+</html>
diff --git a/_layouts/blog.html b/_layouts/blog.html
@@ -5,10 +5,16 @@
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no">
+
+    <meta property="og:url" content="http://pytorch.org/blog"/>
+    <meta property="og:title" content="PyTorch Blog"/>
+    <meta property="og:description" content="The latest PyTorch news."/>
+    <meta property="og:image" content="/static/img/logos/pytorch-logo-dark.png"/>
+
     <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:200,300,400,600,700">
-    <link rel="stylesheet" 
-        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" 
-        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" 
+    <link rel="stylesheet"
+        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css"
+        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u"
         crossorigin="anonymous">
     <link rel="stylesheet" href="/static/css/main.css">
 </head>
@@ -39,4 +45,3 @@
 
 </body>
 </html>
-
diff --git a/_layouts/default.html b/_layouts/default.html
@@ -3,20 +3,27 @@
 <head>
     <link rel="shortcut icon" type="image/x-icon" href="favicon.ico">
     <title>{{ page.title }}</title>
+    <meta property="og:title" content="PyTorch"/>
+    <meta property="og:description"
+          content="Tensors and Dynamic neural networks in Python
+                    with strong GPU acceleration."/>
+    <meta property="og:image" content="/static/img/logos/pytorch-logo-dark.png"/>
+
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no">
     <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:200,300,400,600,700">
-    <link rel="stylesheet" 
-        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" 
-        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" 
+    <link rel="stylesheet"
+        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css"
+        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u"
         crossorigin="anonymous">
     <link rel="stylesheet" href="/static/css/main.css">
+
 </head>
 <body id="{{ page.id }}">
 
     {% include header.html %}
-    
+
     {{ content }}
 
     {% include footer.html %}

diff --git a/_layouts/post.html b/_layouts/post.html
@@ -5,10 +5,17 @@
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no">
+
+    <meta property="og:url" content="http://pytorch.org/{{ page.id }}"/>
+    <meta property="og:title" content="{{ page.title }}"/>
+    <meta property="og:image" content="/static/img/logos/pytorch-logo-dark.png"/>
+
+
+
     <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:200,300,400,600,700">
-    <link rel="stylesheet" 
-        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" 
-        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" 
+    <link rel="stylesheet"
+        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css"
+        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u"
         crossorigin="anonymous">
     <link rel="stylesheet" href="/static/css/main.css">
     <link rel="stylesheet" href="/static/css/jekyll-github.css">

diff --git a/_layouts/tutorial.html b/_layouts/tutorial.html
@@ -5,17 +5,23 @@
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no">
+
+    <meta property="og:url" content="http://pytorch.org/tutorials"/>
+    <meta property="og:title" content="PyTorch Tutorials"/>
+    <meta property="og:description" content="Learn how to use PyTorch with these tutorials."/>
+    <meta property="og:image" content="/static/img/logos/pytorch-logo-dark.png"/>
+
     <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:200,300,400,600,700">
-    <link rel="stylesheet" 
-        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" 
-        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" 
+    <link rel="stylesheet"
+        href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css"
+        integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u"
         crossorigin="anonymous">
     <link rel="stylesheet" href="/static/css/main.css">
 </head>
 <body id="{{ page.id }}">
 
     {% include header.html %}
-    
+
     <section class="content wrap">
         <div class="container">
             {{ content }}
@@ -25,4 +31,4 @@
     {% include footer.html %}
 
 </body>
-</html>
+</html>
diff --git a/_posts/2018-04-22-0_4_0-migration-guide.md b/_posts/2018-04-22-0_4_0-migration-guide.md
@@ -124,7 +124,7 @@ tensor([ 0.,  0.,  0.])
 
 ## Support for 0-dimensional (scalar) Tensors
 
-Previously, indexing into a ``Tensor`` vector (1-dimensional tensor) gave a Python number but indexing into a ``Variable`` vector gave (incosistently!) a vector of size ``(1,)``!  Similar behavior existed with reduction functions, e.g. `tensor.sum()` would return a Python number, but `variable.sum()` would retun a vector of size `(1,)`.
+Previously, indexing into a ``Tensor`` vector (1-dimensional tensor) gave a Python number but indexing into a ``Variable`` vector gave (incosistently!) a vector of size ``(1,)``!  Similar behavior existed with reduction functions, e.g. `tensor.sum()` would return a Python number, but `variable.sum()` would return a vector of size `(1,)`.
 
 Fortunately, this release introduces proper scalar (0-dimensional tensor) support in PyTorch!  Scalars can be created using the new `torch.tensor` function (which will be explained in more detail later; for now just think of it as the PyTorch equivalent of `numpy.array`).  Now you can do things like:
 

diff --git a/docs/master/.buildinfo b/docs/master/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 86a516afd9effd4873f899290eaa7003
+config: 6b457881e8207700fa90983ed027ed52
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/master/_images/ELU.png b/docs/master/_images/ELU.png
diff --git a/docs/master/_images/Hardshrink.png b/docs/master/_images/Hardshrink.png
diff --git a/docs/master/_images/Hardtanh.png b/docs/master/_images/Hardtanh.png
diff --git a/docs/master/_images/LeakyReLU.png b/docs/master/_images/LeakyReLU.png
diff --git a/docs/master/_images/LogSigmoid.png b/docs/master/_images/LogSigmoid.png
diff --git a/docs/master/_images/PReLU.png b/docs/master/_images/PReLU.png
diff --git a/docs/master/_images/ReLU.png b/docs/master/_images/ReLU.png
diff --git a/docs/master/_images/ReLU6.png b/docs/master/_images/ReLU6.png
diff --git a/docs/master/_images/SELU.png b/docs/master/_images/SELU.png
diff --git a/docs/master/_images/Sigmoid.png b/docs/master/_images/Sigmoid.png
diff --git a/docs/master/_images/Softplus.png b/docs/master/_images/Softplus.png
diff --git a/docs/master/_images/Softshrink.png b/docs/master/_images/Softshrink.png
diff --git a/docs/master/_images/Softsign.png b/docs/master/_images/Softsign.png
diff --git a/docs/master/_images/Tanh.png b/docs/master/_images/Tanh.png
diff --git a/docs/master/_images/Tanhshrink.png b/docs/master/_images/Tanhshrink.png