Hugging Face theme.

ab306518 · LysandreJik · a60ae1a5 · ab306518 · ab306518 · ab306518
Commit ab306518 authored Jul 08, 2019 by LysandreJik
13 changed files
--- a/README.md
+++ b/README.md
@@ -1116,22 +1116,22 @@ An overview of the implemented schedules:
 - `ConstantLR`: always returns learning rate 1.
 - `WarmupConstantSchedule`: Linearly increases learning rate from 0 to 1 over `warmup` fraction of training steps.
    Keeps learning rate equal to 1. after warmup.
-    ![](docs/imgs/warmup_constant_schedule.png)
+    ![](docs/source/imgs/warmup_constant_schedule.png)
 - `WarmupLinearSchedule`: Linearly increases learning rate from 0 to 1 over `warmup` fraction of training steps.
    Linearly decreases learning rate from 1. to 0. over remaining `1 - warmup` steps.
-    ![](docs/imgs/warmup_linear_schedule.png)
+    ![](docs/source/imgs/warmup_linear_schedule.png)
 -  `WarmupCosineSchedule`: Linearly increases learning rate from 0 to 1 over `warmup` fraction of training steps.
    Decreases learning rate from 1. to 0. over remaining `1 - warmup` steps following a cosine curve.
    If `cycles` (default=0.5) is different from default, learning rate follows cosine function after warmup.
-    ![](docs/imgs/warmup_cosine_schedule.png)
+    ![](docs/source/imgs/warmup_cosine_schedule.png)
 - `WarmupCosineWithHardRestartsSchedule`: Linearly increases learning rate from 0 to 1 over `warmup` fraction of training steps.
    If `cycles` (default=1.) is different from default, learning rate follows `cycles` times a cosine decaying learning rate (with hard restarts).
-    ![](docs/imgs/warmup_cosine_hard_restarts_schedule.png)
+    ![](docs/source/imgs/warmup_cosine_hard_restarts_schedule.png)
 - `WarmupCosineWithWarmupRestartsSchedule`: All training progress is divided in `cycles` (default=1.) parts of equal length.
    Every part follows a schedule with the first `warmup` fraction of the training steps linearly increasing from 0. to 1.,
    followed by a learning rate decreasing from 1. to 0. following a cosine curve.
    Note that the total number of all warmup steps over all cycles together is equal to `warmup` * `cycles`
-    ![](docs/imgs/warmup_cosine_warm_restarts_schedule.png)
+    ![](docs/source/imgs/warmup_cosine_warm_restarts_schedule.png)

 ## Examples


--- a/docs/source/_static/css/code-snippets.css
+++ b/docs/source/_static/css/code-snippets.css
+
+.highlight .c1{
+    color: #999
+}
+
+.highlight .nn, .highlight .k, .highlight .s1, .highlight .nb, .highlight .bp {
+    color: #FB8D68;
+}
+
+.highlight .kn, .highlight .nv, .highlight .s2 {
+    color: #6670FF;
+}
\ No newline at end of file
--- a/docs/source/_static/css/huggingface.css
+++ b/docs/source/_static/css/huggingface.css
+/* The literal code blocks */
+.rst-content tt.literal, .rst-content tt.literal, .rst-content code.literal {
+    color: #6670FF;
+}
+
+/* To keep the logo centered */
+.wy-side-scroll {
+    width: auto;
+}
+
+/* The div that holds the Hugging Face logo */
+.HuggingFaceDiv {
+    width: 100%
+}
+
+/* The research field on top of the toc tree */
+.wy-side-nav-search{
+    background-color: #6670FF;
+}
+
+/* The toc tree */
+.wy-nav-side{
+    background-color: #6670FF;
+}
+
+/* The selected items in the toc tree */
+.wy-menu-vertical li.current{
+    background-color: #A6B0FF;
+}
+
+/* When a list item that does belong to the selected block from the toc tree is hovered */
+.wy-menu-vertical li.current a:hover{
+    background-color: #FB8D68;
+}
+
+/* When a list item that does NOT belong to the selected block from the toc tree is hovered. */
+.wy-menu-vertical li a:hover{
+    background-color: #FB8D68;
+}
+
+/* The text items on the toc tree */
+.wy-menu-vertical a {
+    color: #FFFFDD;
+    font-family: Calibre-Light;
+}
+.wy-menu-vertical header, .wy-menu-vertical p.caption{
+    color: white;
+    font-family: Calibre-Light;
+}
+
+/* The color inside the selected toc tree block */
+.wy-menu-vertical li.toctree-l2 a, .wy-menu-vertical li.toctree-l3 a, .wy-menu-vertical li.toctree-l4 a {
+    color: black;
+}
+
+/* Inside the depth-2 selected toc tree block */
+.wy-menu-vertical li.toctree-l2.current>a {
+    background-color: #B6C0FF
+}
+.wy-menu-vertical li.toctree-l2.current li.toctree-l3>a {
+    background-color: #C6D0FF
+}
+
+/* Inside the depth-3 selected toc tree block */
+.wy-menu-vertical li.toctree-l3.current li.toctree-l4>a{
+    background-color: #D6E0FF
+}
+
+/* Inside code snippets */
+.rst-content dl:not(.docutils) dt{
+    font-size: 15px;
+}
+
+/* Links */
+a {
+    color: #6670FF;
+}
+
+/* Content bars */
+.rst-content dl:not(.docutils) dt {
+    background-color: rgba(251, 141, 104, 0.1);
+    border-right: solid 2px #FB8D68;
+    border-left: solid 2px #FB8D68;
+    color: #FB8D68;
+    font-family: Calibre-Light;
+    border-top: none;
+    font-style: normal !important;
+}
+
+/* Expand button */
+.wy-menu-vertical li.toctree-l2 span.toctree-expand,
+.wy-menu-vertical li.on a span.toctree-expand, .wy-menu-vertical li.current>a span.toctree-expand,
+.wy-menu-vertical li.toctree-l3 span.toctree-expand{
+    color: black;
+}
+
+/* Max window size */
+.wy-nav-content{
+    max-width: 1200px;
+}
+
+/* Mobile header */
+.wy-nav-top{
+    background-color: #6670FF;
+}
+
+/* FONTS */
+body{
+    font-family: Calibre;
+    font-size: 20px;
+}
+
+h1 {
+    font-family: Calibre-Thin;
+    font-size: 70px;
+}
+
+h2, .rst-content .toctree-wrapper p.caption, h3, h4, h5, h6, legend{
+    font-family: Calibre-Medium;
+}
+
+@font-face {
+    font-family: Calibre-Medium;
+    src: url(./Calibre-Medium.otf);
+    font-weight:400;
+}
+
+@font-face {
+    font-family: Calibre;
+    src: url(./Calibre-Regular.otf);
+    font-weight:400;
+}
+
+@font-face {
+    font-family: Calibre-Light;
+    src: url(./Calibre-Light.ttf);
+    font-weight:400;
+}
+
+@font-face {
+    font-family: Calibre-Thin;
+    src: url(./Calibre-Thin.otf);
+    font-weight:400;
+}
--- a/docs/source/_static/js/custom.js
+++ b/docs/source/_static/js/custom.js
+function addIcon() {
+    const huggingFaceLogo = "http://lysand.re/huggingface_logo.svg";
+    const image = document.createElement("img");
+    image.setAttribute("src", huggingFaceLogo)
+
+
+    const div = document.createElement("div")
+    div.appendChild(image);
+    div.style.textAlign = 'center';
+    div.style.paddingTop = '30px';
+    div.style.backgroundColor = '#6670FF'
+
+    const scrollDiv = document.getElementsByClassName("wy-side-scroll")[0];
+    scrollDiv.prepend(div)
+}
+
+window.addEventListener("load", addIcon)
+
--- a/docs/source/_static/js/huggingface_logo.svg
+++ b/docs/source/_static/js/huggingface_logo.svg
+<svg width="95px" height="88px" viewBox="0 0 95 88" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 43.2 (39069) - http://www.bohemiancoding.com/sketch -->
+    <title>icon</title>
+    <desc>Created with Sketch.</desc>
+    <defs>
+        <path d="M13,14.7890193 C22.8284801,14.7890193 26,6.02605902 26,1.5261751 C26,-0.812484109 24.4279133,-0.0763570998 21.9099482,1.17020987 C19.5830216,2.32219957 16.4482998,3.91011313 13,3.91011313 C5.82029825,3.91011313 0,-2.97370882 0,1.5261751 C0,6.02605902 3.17151989,14.7890193 13,14.7890193 Z" id="path-1"></path>
+    </defs>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="icon_desktop">
+            <g id="icon">
+                <g id="icon_desktop">
+                    <g id="Group-2">
+                        <g id="Group">
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\ No newline at end of file
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -176,5 +176,9 @@ epub_title = project
 # A list of files that should not be packed into the epub file.
 epub_exclude_files = ['search.html']

+def setup(app):
+    app.add_stylesheet('css/huggingface.css')
+    app.add_stylesheet('css/code-snippets.css')
+    app.add_js_file('js/custom.js')

 # -- Extension configuration -------------------------------------------------
--- a/docs/imgs/warmup_constant_schedule.png
+++ b/docs/imgs/warmup_constant_schedule.png
--- a/docs/imgs/warmup_cosine_hard_restarts_schedule.png
+++ b/docs/imgs/warmup_cosine_hard_restarts_schedule.png
--- a/docs/imgs/warmup_cosine_schedule.png
+++ b/docs/imgs/warmup_cosine_schedule.png
--- a/docs/imgs/warmup_cosine_warm_restarts_schedule.png
+++ b/docs/imgs/warmup_cosine_warm_restarts_schedule.png
--- a/docs/imgs/warmup_linear_schedule.png
+++ b/docs/imgs/warmup_linear_schedule.png
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
-Pytorch-Transformers: The Big & Extending Repository of pretrained Transformers
+Pytorch-Transformers
 ================================================================================================================================================



--- a/docs/source/model_doc/overview.rst
+++ b/docs/source/model_doc/overview.rst
@@ -39,10 +39,8 @@ configuration files. The respective configuration classes are:
 These configuration classes contains a few utilities to load and save configurations:


-* ``from_dict(cls, json_object)``\ : A class method to construct a configuration from a Python dictionary of parameters.
- Returns an instance of the configuration class.
-* ``from_json_file(cls, json_file)``\ : A class method to construct a configuration from a json file of parameters.
-Returns an instance of the configuration class.
+* ``from_dict(cls, json_object)``\ : A class method to construct a configuration from a Python dictionary of parameters. Returns an instance of the configuration class.
+* ``from_json_file(cls, json_file)``\ : A class method to construct a configuration from a json file of parameters. Returns an instance of the configuration class.
 * ``to_dict()``\ : Serializes an instance to a Python dictionary. Returns a dictionary.
 * ``to_json_string()``\ : Serializes an instance to a JSON string. Returns a string.
 * ``to_json_file(json_file_path)``\ : Save an instance to a json file.
@@ -247,40 +245,44 @@ An overview of the implemented schedules:


 * ``ConstantLR``\ : always returns learning rate 1.
-* ``WarmupConstantSchedule``\ : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
+* ``WarmupConstantSchedule`` : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
    Keeps learning rate equal to 1. after warmup.

-  .. image:: docs/imgs/warmup_constant_schedule.png
-     :target: docs/imgs/warmup_constant_schedule.png
+  .. image:: /imgs/warmup_constant_schedule.png
+     :target: /imgs/warmup_constant_schedule.png
     :alt:

-* ``WarmupLinearSchedule``\ : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
+
+* ``WarmupLinearSchedule`` : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
    Linearly decreases learning rate from 1. to 0. over remaining ``1 - warmup`` steps.

-  .. image:: docs/imgs/warmup_linear_schedule.png
-     :target: docs/imgs/warmup_linear_schedule.png
+  .. image:: /imgs/warmup_linear_schedule.png
+     :target: /imgs/warmup_linear_schedule.png
     :alt:

-* ``WarmupCosineSchedule``\ : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
+
+* ``WarmupCosineSchedule`` : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
   Decreases learning rate from 1. to 0. over remaining ``1 - warmup`` steps following a cosine curve.
   If ``cycles`` (default=0.5) is different from default, learning rate follows cosine function after warmup.

-  .. image:: docs/imgs/warmup_cosine_schedule.png
-     :target: docs/imgs/warmup_cosine_schedule.png
+  .. image:: /imgs/warmup_cosine_schedule.png
+     :target: /imgs/warmup_cosine_schedule.png
     :alt:

-* ``WarmupCosineWithHardRestartsSchedule``\ : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
+
+* ``WarmupCosineWithHardRestartsSchedule`` : Linearly increases learning rate from 0 to 1 over ``warmup`` fraction of training steps.
    If ``cycles`` (default=1.) is different from default, learning rate follows ``cycles`` times a cosine decaying learning rate (with hard restarts).

-  .. image:: docs/imgs/warmup_cosine_hard_restarts_schedule.png
-     :target: docs/imgs/warmup_cosine_hard_restarts_schedule.png
+  .. image:: /imgs/warmup_cosine_hard_restarts_schedule.png
+     :target: /imgs/warmup_cosine_hard_restarts_schedule.png
     :alt:

-* ``WarmupCosineWithWarmupRestartsSchedule``\ : All training progress is divided in ``cycles`` (default=1.) parts of equal length.
+
+* ``WarmupCosineWithWarmupRestartsSchedule`` : All training progress is divided in ``cycles`` (default=1.) parts of equal length.
    Every part follows a schedule with the first ``warmup`` fraction of the training steps linearly increasing from 0. to 1.,
    followed by a learning rate decreasing from 1. to 0. following a cosine curve.
    Note that the total number of all warmup steps over all cycles together is equal to ``warmup`` * ``cycles``

-  .. image:: docs/imgs/warmup_cosine_warm_restarts_schedule.png
-     :target: docs/imgs/warmup_cosine_warm_restarts_schedule.png
+  .. image:: /imgs/warmup_cosine_warm_restarts_schedule.png
+     :target: /imgs/warmup_cosine_warm_restarts_schedule.png
     :alt:
\ No newline at end of file