gaspersic/triton
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

[GH-PAGES] Updated website

Browse Source
This commit is contained in:
Philippe Tillet
2021-07-24 06:04:37 +00:00
parent 496b786cfc
commit 1da7ca38c7
17 changed files with 83 additions and 83 deletions
Download Patch File Download Diff File Expand all files Collapse all files

BIN
_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip
View File

Binary file not shown.

BIN
_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip
View File

Binary file not shown.

BIN
_images/sphx_glr_01-vector-add_001.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 23 KiB

After

Width:  |  Height:  |  Size: 24 KiB

BIN
_images/sphx_glr_01-vector-add_thumb.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 15 KiB

After

Width:  |  Height:  |  Size: 15 KiB

BIN
_images/sphx_glr_02-fused-softmax_001.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 39 KiB

After

Width:  |  Height:  |  Size: 39 KiB

BIN
_images/sphx_glr_02-fused-softmax_thumb.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 24 KiB

After

Width:  |  Height:  |  Size: 24 KiB

BIN
_images/sphx_glr_03-matrix-multiplication_001.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 54 KiB

After

Width:  |  Height:  |  Size: 55 KiB

BIN
_images/sphx_glr_03-matrix-multiplication_thumb.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 32 KiB

After

Width:  |  Height:  |  Size: 32 KiB

6
_sources/getting-started/tutorials/01-vector-add.rst.txt
View File

@@ -216,13 +216,13 @@ We can now run the decorated function above. Pass `show_plots=True` to see the p
vector-add-performance:
size Triton Torch
0 4096.0 9.600000 9.600000
0 4096.0 8.000000 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 76.800002 76.800002
4 65536.0 127.999995 127.999995
5 131072.0 219.428568 219.428568
6 262144.0 384.000001 384.000001
6 262144.0 341.333321 384.000001
7 524288.0 472.615390 472.615390
8 1048576.0 614.400016 614.400016
9 2097152.0 722.823517 722.823517
@@ -239,7 +239,7 @@ We can now run the decorated function above. Pass `show_plots=True` to see the p
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 0 minutes 10.992 seconds)
**Total running time of the script:** ( 0 minutes 10.970 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

10
_sources/getting-started/tutorials/02-fused-softmax.rst.txt
View File

@@ -265,13 +265,13 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t
1 384.0 585.142862 585.142862 267.130429
2 512.0 630.153853 606.814814 264.258068
3 640.0 682.666684 640.000002 269.473696
4 768.0 702.171410 664.216187 276.134828
4 768.0 702.171410 664.216187 273.066663
.. ... ... ... ...
93 12160.0 812.359066 406.179533 329.483481
93 12160.0 812.359066 405.755985 329.483481
94 12288.0 812.429770 415.661740 329.602681
95 12416.0 810.840807 412.149375 329.173158
95 12416.0 810.840807 411.722274 329.173158
96 12544.0 810.925276 412.971190 329.292871
97 12672.0 811.007961 412.097543 329.410251
97 12672.0 811.007961 412.097543 329.142870
[98 rows x 4 columns]
@@ -290,7 +290,7 @@ In the above plot, we can see that:
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 1 minutes 8.189 seconds)
**Total running time of the script:** ( 1 minutes 8.170 seconds)
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:

58
_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt
View File

@@ -371,37 +371,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
matmul-performance:
M cuBLAS ... Triton Triton (+ LeakyReLU)
0 128.0 0.455111 ... 0.512000 0.512000
1 256.0 2.978909 ... 2.978909 2.978909
1 256.0 2.978909 ... 3.276800 3.276800
2 384.0 7.372800 ... 8.507077 8.507077
3 512.0 14.563555 ... 16.384000 16.384000
4 640.0 22.260869 ... 24.380953 24.380953
3 512.0 14.563555 ... 16.384000 15.420235
4 640.0 22.260869 ... 23.272727 23.272727
5 768.0 32.768000 ... 34.028308 34.028308
6 896.0 39.025776 ... 39.025776 37.971025
7 1024.0 49.932191 ... 52.428801 52.428801
8 1152.0 44.566925 ... 46.656000 46.656000
6 896.0 37.971025 ... 39.025776 37.971025
7 1024.0 51.150050 ... 52.428801 52.428801
8 1152.0 44.566925 ... 45.938215 45.938215
9 1280.0 51.200001 ... 56.109587 56.109587
10 1408.0 64.138541 ... 66.485074 65.684049
11 1536.0 80.430545 ... 76.106321 76.106321
12 1664.0 63.372618 ... 62.061463 60.803457
13 1792.0 72.512412 ... 68.953520 68.533074
14 1920.0 69.120002 ... 69.467336 68.776119
15 2048.0 73.584279 ... 75.915006 75.915006
16 2176.0 83.500614 ... 80.817862 80.494588
17 2304.0 68.446623 ... 72.828879 72.607513
18 2432.0 71.125224 ... 79.139336 79.813818
19 2560.0 77.833728 ... 76.740048 75.328737
20 2688.0 84.108772 ... 79.524227 83.369354
21 2816.0 82.135981 ... 78.868366 76.516158
22 2944.0 81.967162 ... 81.034195 79.737653
23 3072.0 81.825298 ... 83.146995 83.761985
24 3200.0 84.210524 ... 89.887639 86.137280
25 3328.0 82.464255 ... 82.843841 86.424125
26 3456.0 82.604067 ... 87.442050 82.435141
27 3584.0 86.540320 ... 96.683219 90.458141
28 3712.0 84.946722 ... 82.084920 87.170458
29 3840.0 84.421376 ... 86.806905 86.063813
30 3968.0 92.652949 ... 87.472354 87.284643
31 4096.0 93.401342 ... 91.553703 91.678778
10 1408.0 64.138541 ... 64.902096 58.621246
11 1536.0 77.778988 ... 76.106321 75.296679
12 1664.0 62.929456 ... 61.636381 61.636381
13 1792.0 72.983276 ... 68.953520 68.533074
14 1920.0 69.120002 ... 69.467336 69.120002
15 2048.0 73.584279 ... 75.573044 74.898285
16 2176.0 82.137338 ... 80.173899 78.916269
17 2304.0 68.446623 ... 73.275679 72.828879
18 2432.0 71.305746 ... 80.041209 79.362895
19 2560.0 78.019048 ... 76.920185 76.382283
20 2688.0 81.928846 ... 80.708630 83.369354
21 2816.0 82.446516 ... 78.868366 78.584162
22 2944.0 82.102191 ... 79.356738 78.854483
23 3072.0 81.121923 ... 80.544956 82.301023
24 3200.0 84.432717 ... 89.887639 87.431696
25 3328.0 81.622783 ... 85.297742 86.528001
26 3456.0 79.823334 ... 86.134151 81.683457
27 3584.0 85.797134 ... 96.063450 87.808000
28 3712.0 85.163978 ... 83.736248 81.480261
29 3840.0 83.655065 ... 82.716526 84.228485
30 3968.0 89.003603 ... 82.337339 80.017334
31 4096.0 93.271527 ... 90.443212 87.324485
[32 rows x 5 columns]
@@ -411,7 +411,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 2 minutes 14.506 seconds)
**Total running time of the script:** ( 2 minutes 16.316 seconds)
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:

8
_sources/getting-started/tutorials/sg_execution_times.rst.txt
View File

@@ -5,12 +5,12 @@
Computation times
=================
**03:33.687** total execution time for **getting-started_tutorials** files:
**03:35.456** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:14.506 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:16.316 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.189 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.170 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.992 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.970 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+

6
getting-started/tutorials/01-vector-add.html
View File

@@ -305,13 +305,13 @@ for different problem sizes.</p>
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vector-add-performance:
size Triton Torch
0 4096.0 9.600000 9.600000
0 4096.0 8.000000 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 76.800002 76.800002
4 65536.0 127.999995 127.999995
5 131072.0 219.428568 219.428568
6 262144.0 384.000001 384.000001
6 262144.0 341.333321 384.000001
7 524288.0 472.615390 472.615390
8 1048576.0 614.400016 614.400016
9 2097152.0 722.823517 722.823517
@@ -323,7 +323,7 @@ for different problem sizes.</p>
15 134217728.0 851.577704 850.656574
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 10.992 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 10.970 seconds)</p>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-getting-started-tutorials-01-vector-add-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/62d97d49a32414049819dd8bb8378080/01-vector-add.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">01-vector-add.py</span></code></a></p>

10
getting-started/tutorials/02-fused-softmax.html
View File

@@ -350,13 +350,13 @@ We will then compare its performance against (1) <code class="code docutils lite
1 384.0 585.142862 585.142862 267.130429
2 512.0 630.153853 606.814814 264.258068
3 640.0 682.666684 640.000002 269.473696
4 768.0 702.171410 664.216187 276.134828
4 768.0 702.171410 664.216187 273.066663
.. ... ... ... ...
93 12160.0 812.359066 406.179533 329.483481
93 12160.0 812.359066 405.755985 329.483481
94 12288.0 812.429770 415.661740 329.602681
95 12416.0 810.840807 412.149375 329.173158
95 12416.0 810.840807 411.722274 329.173158
96 12544.0 810.925276 412.971190 329.292871
97 12672.0 811.007961 412.097543 329.410251
97 12672.0 811.007961 412.097543 329.142870
[98 rows x 4 columns]
</pre></div>
@@ -370,7 +370,7 @@ This means that – when temporary data is too large to fit entirely in the GPU
Note that our Triton kernel is not only faster than PyTorch’s CUDA kernel, it is also <strong>easier to read, understand and maintain</strong>.</p></li>
</ul>
</div></blockquote>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.189 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.170 seconds)</p>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-getting-started-tutorials-02-fused-softmax-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/d91442ac2982c4e0cc3ab0f43534afbc/02-fused-softmax.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">02-fused-softmax.py</span></code></a></p>

58
getting-started/tutorials/03-matrix-multiplication.html
View File

@@ -476,42 +476,42 @@ tensor(True, device=&#39;cuda:0&#39;)
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>matmul-performance:
M cuBLAS ... Triton Triton (+ LeakyReLU)
0 128.0 0.455111 ... 0.512000 0.512000
1 256.0 2.978909 ... 2.978909 2.978909
1 256.0 2.978909 ... 3.276800 3.276800
2 384.0 7.372800 ... 8.507077 8.507077
3 512.0 14.563555 ... 16.384000 16.384000
4 640.0 22.260869 ... 24.380953 24.380953
3 512.0 14.563555 ... 16.384000 15.420235
4 640.0 22.260869 ... 23.272727 23.272727
5 768.0 32.768000 ... 34.028308 34.028308
6 896.0 39.025776 ... 39.025776 37.971025
7 1024.0 49.932191 ... 52.428801 52.428801
8 1152.0 44.566925 ... 46.656000 46.656000
6 896.0 37.971025 ... 39.025776 37.971025
7 1024.0 51.150050 ... 52.428801 52.428801
8 1152.0 44.566925 ... 45.938215 45.938215
9 1280.0 51.200001 ... 56.109587 56.109587
10 1408.0 64.138541 ... 66.485074 65.684049
11 1536.0 80.430545 ... 76.106321 76.106321
12 1664.0 63.372618 ... 62.061463 60.803457
13 1792.0 72.512412 ... 68.953520 68.533074
14 1920.0 69.120002 ... 69.467336 68.776119
15 2048.0 73.584279 ... 75.915006 75.915006
16 2176.0 83.500614 ... 80.817862 80.494588
17 2304.0 68.446623 ... 72.828879 72.607513
18 2432.0 71.125224 ... 79.139336 79.813818
19 2560.0 77.833728 ... 76.740048 75.328737
20 2688.0 84.108772 ... 79.524227 83.369354
21 2816.0 82.135981 ... 78.868366 76.516158
22 2944.0 81.967162 ... 81.034195 79.737653
23 3072.0 81.825298 ... 83.146995 83.761985
24 3200.0 84.210524 ... 89.887639 86.137280
25 3328.0 82.464255 ... 82.843841 86.424125
26 3456.0 82.604067 ... 87.442050 82.435141
27 3584.0 86.540320 ... 96.683219 90.458141
28 3712.0 84.946722 ... 82.084920 87.170458
29 3840.0 84.421376 ... 86.806905 86.063813
30 3968.0 92.652949 ... 87.472354 87.284643
31 4096.0 93.401342 ... 91.553703 91.678778
10 1408.0 64.138541 ... 64.902096 58.621246
11 1536.0 77.778988 ... 76.106321 75.296679
12 1664.0 62.929456 ... 61.636381 61.636381
13 1792.0 72.983276 ... 68.953520 68.533074
14 1920.0 69.120002 ... 69.467336 69.120002
15 2048.0 73.584279 ... 75.573044 74.898285
16 2176.0 82.137338 ... 80.173899 78.916269
17 2304.0 68.446623 ... 73.275679 72.828879
18 2432.0 71.305746 ... 80.041209 79.362895
19 2560.0 78.019048 ... 76.920185 76.382283
20 2688.0 81.928846 ... 80.708630 83.369354
21 2816.0 82.446516 ... 78.868366 78.584162
22 2944.0 82.102191 ... 79.356738 78.854483
23 3072.0 81.121923 ... 80.544956 82.301023
24 3200.0 84.432717 ... 89.887639 87.431696
25 3328.0 81.622783 ... 85.297742 86.528001
26 3456.0 79.823334 ... 86.134151 81.683457
27 3584.0 85.797134 ... 96.063450 87.808000
28 3712.0 85.163978 ... 83.736248 81.480261
29 3840.0 83.655065 ... 82.716526 84.228485
30 3968.0 89.003603 ... 82.337339 80.017334
31 4096.0 93.271527 ... 90.443212 87.324485
[32 rows x 5 columns]
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 14.506 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 16.316 seconds)</p>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-getting-started-tutorials-03-matrix-multiplication-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/d5fee5b55a64e47f1b5724ec39adf171/03-matrix-multiplication.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">03-matrix-multiplication.py</span></code></a></p>

8
getting-started/tutorials/sg_execution_times.html
View File

@@ -174,7 +174,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-getting-started-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline"></a></h1>
<p><strong>03:33.687</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<p><strong>03:35.456</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 85%" />
@@ -183,15 +183,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="03-matrix-multiplication.html#sphx-glr-getting-started-tutorials-03-matrix-multiplication-py"><span class="std std-ref">Matrix Multiplication</span></a> (<code class="docutils literal notranslate"><span class="pre">03-matrix-multiplication.py</span></code>)</p></td>
<td><p>02:14.506</p></td>
<td><p>02:16.316</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="02-fused-softmax.html#sphx-glr-getting-started-tutorials-02-fused-softmax-py"><span class="std std-ref">Fused Softmax</span></a> (<code class="docutils literal notranslate"><span class="pre">02-fused-softmax.py</span></code>)</p></td>
<td><p>01:08.189</p></td>
<td><p>01:08.170</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="01-vector-add.html#sphx-glr-getting-started-tutorials-01-vector-add-py"><span class="std std-ref">Vector Addition</span></a> (<code class="docutils literal notranslate"><span class="pre">01-vector-add.py</span></code>)</p></td>
<td><p>00:10.992</p></td>
<td><p>00:10.970</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>

2
searchindex.js
View File

File diff suppressed because one or more lines are too long