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
2021-07-31 05:49:14 +00:00
parent df9dd891c9
commit be5bc8a654
17 changed files with 85 additions and 85 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: 24 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: 55 KiB

After

Width:  |  Height:  |  Size: 56 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

8
_sources/getting-started/tutorials/01-vector-add.rst.txt
View File

@@ -219,10 +219,10 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
0 4096.0 9.540372 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 63.999998 63.999998
3 32768.0 76.800002 76.800002
4 65536.0 127.999995 127.999995
5 131072.0 219.428568 219.428568
6 262144.0 341.333321 384.000001
6 262144.0 384.000001 384.000001
7 524288.0 472.615390 472.615390
8 1048576.0 614.400016 614.400016
9 2097152.0 722.823517 722.823517
@@ -230,7 +230,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
11 8388608.0 812.429770 812.429770
12 16777216.0 833.084721 833.084721
13 33554432.0 843.811163 843.811163
14 67108864.0 848.362445 848.362445
14 67108864.0 849.278610 848.362445
15 134217728.0 851.577704 850.656574
@@ -239,7 +239,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 0 minutes 10.987 seconds)
**Total running time of the script:** ( 0 minutes 11.018 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

16
_sources/getting-started/tutorials/02-fused-softmax.rst.txt
View File

@@ -262,16 +262,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t
softmax-performance:
N Triton Torch (native) Torch (jit)
0 256.0 512.000001 546.133347 273.066674
1 384.0 585.142862 585.142862 261.446801
2 512.0 655.360017 585.142849 264.258068
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 273.066663
.. ... ... ... ...
93 12160.0 812.359066 406.179533 329.204728
94 12288.0 812.429770 415.222812 329.602681
95 12416.0 810.840807 412.149375 328.900662
96 12544.0 810.925276 412.546756 329.292871
97 12672.0 811.007961 412.097543 329.142870
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
96 12544.0 810.925276 412.971190 329.292871
97 12672.0 811.007961 412.097543 329.410251
[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 8.170 seconds)
**Total running time of the script:** ( 1 minutes 8.191 seconds)
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:

52
_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 2.730667 ... 3.276800 2.978909
1 256.0 2.978909 ... 3.276800 2.978909
2 384.0 7.372800 ... 8.507077 8.507077
3 512.0 14.563555 ... 16.384000 15.420235
4 640.0 22.260869 ... 24.380953 24.380953
5 768.0 32.768000 ... 34.028308 34.028308
6 896.0 37.971025 ... 39.025776 37.971025
6 896.0 39.025776 ... 39.025776 39.025776
7 1024.0 49.932191 ... 52.428801 52.428801
8 1152.0 44.566925 ... 46.656000 45.938215
8 1152.0 44.566925 ... 45.938215 45.938215
9 1280.0 51.200001 ... 56.109587 56.109587
10 1408.0 64.138541 ... 65.684049 65.684049
11 1536.0 80.430545 ... 76.106321 76.106321
12 1664.0 63.372618 ... 61.636381 61.636381
13 1792.0 72.983276 ... 68.533074 68.533074
14 1920.0 68.098521 ... 70.172588 70.172588
15 2048.0 73.908442 ... 75.234154 75.573044
16 2176.0 83.155572 ... 80.173899 79.855747
17 2304.0 68.251065 ... 73.051599 72.828879
18 2432.0 71.125224 ... 81.433227 81.433227
19 2560.0 77.833728 ... 76.920185 75.676673
20 2688.0 83.552988 ... 80.880718 82.823267
21 2816.0 82.446516 ... 78.868366 79.733474
22 2944.0 82.373605 ... 80.251257 79.610276
23 3072.0 77.993256 ... 81.943708 83.514905
24 3200.0 84.210524 ... 89.887639 84.544253
25 3328.0 83.130825 ... 81.346098 82.088138
26 3456.0 80.140726 ... 82.943999 81.600781
27 3584.0 87.296493 ... 95.451583 96.269155
28 3712.0 84.301560 ... 89.194055 89.035062
29 3840.0 85.267542 ... 83.718392 84.292684
30 3968.0 89.921841 ... 87.035620 86.664727
31 4096.0 92.820009 ... 91.366730 91.741443
10 1408.0 64.138541 ... 65.684049 58.621246
11 1536.0 79.526831 ... 76.106321 75.296679
12 1664.0 63.372618 ... 62.061463 61.636381
13 1792.0 72.983276 ... 69.379162 68.953520
14 1920.0 66.782607 ... 70.172588 70.172588
15 2048.0 73.908442 ... 75.573044 75.234154
16 2176.0 83.155572 ... 80.817862 79.226957
17 2304.0 68.251065 ... 73.051599 72.607513
18 2432.0 71.125224 ... 80.041209 80.963875
19 2560.0 77.101175 ... 77.101175 76.027843
20 2688.0 83.922689 ... 80.880718 83.369354
21 2816.0 78.584162 ... 78.726003 79.011245
22 2944.0 82.373605 ... 78.481940 80.640830
23 3072.0 79.415291 ... 84.892208 83.761985
24 3200.0 80.604535 ... 89.761569 87.312416
25 3328.0 83.130825 ... 82.369902 81.715431
26 3456.0 81.108217 ... 87.347312 83.200794
27 3584.0 86.707226 ... 96.579370 88.499397
28 3712.0 80.627396 ... 83.736248 81.950243
29 3840.0 80.197243 ... 85.930069 86.602979
30 3968.0 91.472214 ... 87.472354 87.409694
31 4096.0 92.948562 ... 91.553703 91.678778
[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 5.849 seconds)
**Total running time of the script:** ( 2 minutes 12.196 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
=================
**03:25.006** total execution time for **getting-started_tutorials** files:
**03:31.405** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:05.849 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:12.196 | 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_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.191 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.987 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.018 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+

8
getting-started/tutorials/01-vector-add.html
View File

@@ -308,10 +308,10 @@ for different problem sizes.</p>
0 4096.0 9.540372 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 63.999998 63.999998
3 32768.0 76.800002 76.800002
4 65536.0 127.999995 127.999995
5 131072.0 219.428568 219.428568
6 262144.0 341.333321 384.000001
6 262144.0 384.000001 384.000001
7 524288.0 472.615390 472.615390
8 1048576.0 614.400016 614.400016
9 2097152.0 722.823517 722.823517
@@ -319,11 +319,11 @@ for different problem sizes.</p>
11 8388608.0 812.429770 812.429770
12 16777216.0 833.084721 833.084721
13 33554432.0 843.811163 843.811163
14 67108864.0 848.362445 848.362445
14 67108864.0 849.278610 848.362445
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 10.987 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 11.018 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>

16
getting-started/tutorials/02-fused-softmax.html
View File

@@ -347,16 +347,16 @@ We will then compare its performance against (1) <code class="code docutils lite
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>softmax-performance:
N Triton Torch (native) Torch (jit)
0 256.0 512.000001 546.133347 273.066674
1 384.0 585.142862 585.142862 261.446801
2 512.0 655.360017 585.142849 264.258068
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 273.066663
.. ... ... ... ...
93 12160.0 812.359066 406.179533 329.204728
94 12288.0 812.429770 415.222812 329.602681
95 12416.0 810.840807 412.149375 328.900662
96 12544.0 810.925276 412.546756 329.292871
97 12672.0 811.007961 412.097543 329.142870
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
96 12544.0 810.925276 412.971190 329.292871
97 12672.0 811.007961 412.097543 329.410251
[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 8.170 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.191 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>

52
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 2.730667 ... 3.276800 2.978909
1 256.0 2.978909 ... 3.276800 2.978909
2 384.0 7.372800 ... 8.507077 8.507077
3 512.0 14.563555 ... 16.384000 15.420235
4 640.0 22.260869 ... 24.380953 24.380953
5 768.0 32.768000 ... 34.028308 34.028308
6 896.0 37.971025 ... 39.025776 37.971025
6 896.0 39.025776 ... 39.025776 39.025776
7 1024.0 49.932191 ... 52.428801 52.428801
8 1152.0 44.566925 ... 46.656000 45.938215
8 1152.0 44.566925 ... 45.938215 45.938215
9 1280.0 51.200001 ... 56.109587 56.109587
10 1408.0 64.138541 ... 65.684049 65.684049
11 1536.0 80.430545 ... 76.106321 76.106321
12 1664.0 63.372618 ... 61.636381 61.636381
13 1792.0 72.983276 ... 68.533074 68.533074
14 1920.0 68.098521 ... 70.172588 70.172588
15 2048.0 73.908442 ... 75.234154 75.573044
16 2176.0 83.155572 ... 80.173899 79.855747
17 2304.0 68.251065 ... 73.051599 72.828879
18 2432.0 71.125224 ... 81.433227 81.433227
19 2560.0 77.833728 ... 76.920185 75.676673
20 2688.0 83.552988 ... 80.880718 82.823267
21 2816.0 82.446516 ... 78.868366 79.733474
22 2944.0 82.373605 ... 80.251257 79.610276
23 3072.0 77.993256 ... 81.943708 83.514905
24 3200.0 84.210524 ... 89.887639 84.544253
25 3328.0 83.130825 ... 81.346098 82.088138
26 3456.0 80.140726 ... 82.943999 81.600781
27 3584.0 87.296493 ... 95.451583 96.269155
28 3712.0 84.301560 ... 89.194055 89.035062
29 3840.0 85.267542 ... 83.718392 84.292684
30 3968.0 89.921841 ... 87.035620 86.664727
31 4096.0 92.820009 ... 91.366730 91.741443
10 1408.0 64.138541 ... 65.684049 58.621246
11 1536.0 79.526831 ... 76.106321 75.296679
12 1664.0 63.372618 ... 62.061463 61.636381
13 1792.0 72.983276 ... 69.379162 68.953520
14 1920.0 66.782607 ... 70.172588 70.172588
15 2048.0 73.908442 ... 75.573044 75.234154
16 2176.0 83.155572 ... 80.817862 79.226957
17 2304.0 68.251065 ... 73.051599 72.607513
18 2432.0 71.125224 ... 80.041209 80.963875
19 2560.0 77.101175 ... 77.101175 76.027843
20 2688.0 83.922689 ... 80.880718 83.369354
21 2816.0 78.584162 ... 78.726003 79.011245
22 2944.0 82.373605 ... 78.481940 80.640830
23 3072.0 79.415291 ... 84.892208 83.761985
24 3200.0 80.604535 ... 89.761569 87.312416
25 3328.0 83.130825 ... 82.369902 81.715431
26 3456.0 81.108217 ... 87.347312 83.200794
27 3584.0 86.707226 ... 96.579370 88.499397
28 3712.0 80.627396 ... 83.736248 81.950243
29 3840.0 80.197243 ... 85.930069 86.602979
30 3968.0 91.472214 ... 87.472354 87.409694
31 4096.0 92.948562 ... 91.553703 91.678778
[32 rows x 5 columns]
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 5.849 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 12.196 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>03:25.006</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<p><strong>03:31.405</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>02:05.849</p></td>
<td><p>02:12.196</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>01:08.170</p></td>
<td><p>01:08.191</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>00:10.987</p></td>
<td><p>00:11.018</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