[GH-PAGES] Updated website

This commit is contained in:
Philippe Tillet
2021-08-19 00:13:00 +00:00
parent b9502b3373
commit 91523dc487
17 changed files with 89 additions and 89 deletions

Binary file not shown.

Before

Width:  |  Height:  |  Size: 24 KiB

After

Width:  |  Height:  |  Size: 24 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 15 KiB

After

Width:  |  Height:  |  Size: 15 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 37 KiB

After

Width:  |  Height:  |  Size: 38 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 24 KiB

After

Width:  |  Height:  |  Size: 24 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 55 KiB

After

Width:  |  Height:  |  Size: 55 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 32 KiB

After

Width:  |  Height:  |  Size: 32 KiB

View File

@@ -231,20 +231,20 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
vector-add-performance:
size Triton Torch
0 4096.0 8.041885 9.600000
1 8192.0 15.999999 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 76.800002 76.800002
0 4096.0 9.540372 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 31.999999
3 32768.0 63.999998 63.999998
4 65536.0 127.999995 127.999995
5 131072.0 219.428568 219.428568
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
9 2097152.0 722.823517 702.171410
10 4194304.0 780.190482 780.190482
11 8388608.0 812.429770 812.429770
12 16777216.0 833.084721 833.084721
13 33554432.0 843.811163 842.004273
13 33554432.0 843.811163 843.811163
14 67108864.0 849.278610 848.362445
15 134217728.0 851.577704 850.656574
@@ -254,7 +254,7 @@ 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 10.979 seconds)
**Total running time of the script:** ( 0 minutes 10.991 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

View File

@@ -300,17 +300,17 @@ 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 512.000001 190.511628
1 384.0 585.142862 585.142862 151.703707
2 512.0 630.153853 606.814814 154.566038
0 256.0 512.000001 546.133347 186.181817
1 384.0 585.142862 585.142862 153.600004
2 512.0 630.153853 606.814814 156.038096
3 640.0 660.645170 640.000002 160.000000
4 768.0 702.171410 664.216187 163.839992
.. ... ... ... ...
93 12160.0 812.359066 405.755985 199.038365
93 12160.0 812.359066 406.179533 199.038365
94 12288.0 812.429770 415.661740 199.298541
95 12416.0 810.840807 411.722274 198.954424
95 12416.0 810.840807 412.149375 198.854847
96 12544.0 810.925276 412.971190 199.111113
97 12672.0 809.389265 412.516771 199.264875
97 12672.0 811.007961 412.097543 199.264875
[98 rows x 4 columns]
@@ -328,7 +328,7 @@ In the above plot, we can see that:
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 1 minutes 12.611 seconds)
**Total running time of the script:** ( 1 minutes 12.603 seconds)
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:

View File

@@ -462,37 +462,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
matmul-performance:
M cuBLAS ... Triton Triton (+ LeakyReLU)
0 256.0 2.730667 ... 3.276800 3.276800
1 384.0 7.372800 ... 8.507077 8.507077
2 512.0 14.563555 ... 15.420235 15.420235
0 256.0 2.730667 ... 3.276800 2.978909
1 384.0 7.372800 ... 7.899428 7.899428
2 512.0 14.563555 ... 16.384000 15.420235
3 640.0 22.260869 ... 24.380953 24.380953
4 768.0 32.768000 ... 35.389441 34.028308
4 768.0 32.768000 ... 34.028308 34.028308
5 896.0 39.025776 ... 40.140799 39.025776
6 1024.0 49.932191 ... 52.428801 52.428801
7 1152.0 44.566925 ... 46.656000 46.656000
8 1280.0 51.200001 ... 56.888887 56.109587
9 1408.0 64.138541 ... 64.902096 64.902096
10 1536.0 80.430545 ... 76.933564 75.296679
11 1664.0 63.372618 ... 61.636381 61.636381
12 1792.0 72.983276 ... 69.810085 69.379162
13 1920.0 69.120002 ... 69.120002 67.106797
14 2048.0 73.584279 ... 74.898285 68.200062
15 2176.0 82.813365 ... 80.817862 78.302130
16 2304.0 68.251065 ... 73.728002 73.275679
17 2432.0 71.305746 ... 79.139336 80.499895
18 2560.0 77.649287 ... 77.283019 76.382283
19 2688.0 80.880718 ... 82.823267 84.295681
20 2816.0 78.868366 ... 78.161663 79.154642
21 2944.0 80.380696 ... 80.122235 77.385141
22 3072.0 81.355034 ... 83.638266 82.782312
23 3200.0 82.901554 ... 87.551302 89.510493
24 3328.0 81.438120 ... 80.798314 84.596116
25 3456.0 81.683457 ... 85.494768 85.676480
26 3584.0 86.457107 ... 95.148565 89.201778
27 3712.0 85.163978 ... 81.883070 83.596102
28 3840.0 84.485870 ... 87.562949 87.355452
29 3968.0 93.076994 ... 83.635320 83.463707
30 4096.0 93.531519 ... 90.382307 90.321484
10 1536.0 78.643199 ... 76.106321 76.106321
11 1664.0 63.372618 ... 62.061463 62.061463
12 1792.0 72.983276 ... 69.810085 69.810085
13 1920.0 69.120002 ... 70.172588 70.172588
14 2048.0 73.584279 ... 74.898285 74.565406
15 2176.0 82.137338 ... 80.817862 78.916269
16 2304.0 67.863272 ... 73.501144 73.275679
17 2432.0 71.125224 ... 79.813818 81.197876
18 2560.0 77.649287 ... 77.283019 77.283019
19 2688.0 80.196737 ... 83.922689 80.708630
20 2816.0 81.827785 ... 77.330158 79.298560
21 2944.0 82.237674 ... 79.104810 77.145564
22 3072.0 82.540970 ... 82.903517 83.391907
23 3200.0 84.768213 ... 87.551302 89.761569
24 3328.0 80.707733 ... 84.298943 87.580655
25 3456.0 81.849303 ... 84.775569 84.954233
26 3584.0 86.707226 ... 94.647779 94.947616
27 3712.0 83.317214 ... 84.159518 82.357725
28 3840.0 84.292684 ... 87.493673 87.355452
29 3968.0 92.302520 ... 88.103928 87.976885
30 4096.0 93.596744 ... 90.443212 90.382307
[31 rows x 5 columns]
@@ -502,7 +502,7 @@ 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 11.445 seconds)
**Total running time of the script:** ( 2 minutes 8.434 seconds)
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:

View File

@@ -5,12 +5,12 @@
Computation times
=================
**03:35.035** total execution time for **getting-started_tutorials** files:
**03:32.028** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:11.445 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:08.434 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.611 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.603 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.979 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.991 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+

View File

@@ -319,25 +319,25 @@ 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 8.041885 9.600000
1 8192.0 15.999999 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 76.800002 76.800002
0 4096.0 9.540372 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 31.999999
3 32768.0 63.999998 63.999998
4 65536.0 127.999995 127.999995
5 131072.0 219.428568 219.428568
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
9 2097152.0 722.823517 702.171410
10 4194304.0 780.190482 780.190482
11 8388608.0 812.429770 812.429770
12 16777216.0 833.084721 833.084721
13 33554432.0 843.811163 842.004273
13 33554432.0 843.811163 843.811163
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 10.979 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 10.991 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>

View File

@@ -385,17 +385,17 @@ We will then compare its performance against (1) <code class="code docutils lite
<p class="sphx-glr-script-out">Out:</p>
<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 512.000001 190.511628
1 384.0 585.142862 585.142862 151.703707
2 512.0 630.153853 606.814814 154.566038
0 256.0 512.000001 546.133347 186.181817
1 384.0 585.142862 585.142862 153.600004
2 512.0 630.153853 606.814814 156.038096
3 640.0 660.645170 640.000002 160.000000
4 768.0 702.171410 664.216187 163.839992
.. ... ... ... ...
93 12160.0 812.359066 405.755985 199.038365
93 12160.0 812.359066 406.179533 199.038365
94 12288.0 812.429770 415.661740 199.298541
95 12416.0 810.840807 411.722274 198.954424
95 12416.0 810.840807 412.149375 198.854847
96 12544.0 810.925276 412.971190 199.111113
97 12672.0 809.389265 412.516771 199.264875
97 12672.0 811.007961 412.097543 199.264875
[98 rows x 4 columns]
</pre></div>
@@ -408,7 +408,7 @@ We will then compare its performance against (1) <code class="code docutils lite
Note however that the PyTorch <cite>softmax</cite> operation is more general and will works on tensors of any shape.</p></li>
</ul>
</div></blockquote>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 12.611 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 12.603 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>

View File

@@ -566,42 +566,42 @@ torch_output=tensor([[ 1.1045, -36.9688, 31.4688, ..., -11.3906, 24.4531, -3
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>matmul-performance:
M cuBLAS ... Triton Triton (+ LeakyReLU)
0 256.0 2.730667 ... 3.276800 3.276800
1 384.0 7.372800 ... 8.507077 8.507077
2 512.0 14.563555 ... 15.420235 15.420235
0 256.0 2.730667 ... 3.276800 2.978909
1 384.0 7.372800 ... 7.899428 7.899428
2 512.0 14.563555 ... 16.384000 15.420235
3 640.0 22.260869 ... 24.380953 24.380953
4 768.0 32.768000 ... 35.389441 34.028308
4 768.0 32.768000 ... 34.028308 34.028308
5 896.0 39.025776 ... 40.140799 39.025776
6 1024.0 49.932191 ... 52.428801 52.428801
7 1152.0 44.566925 ... 46.656000 46.656000
8 1280.0 51.200001 ... 56.888887 56.109587
9 1408.0 64.138541 ... 64.902096 64.902096
10 1536.0 80.430545 ... 76.933564 75.296679
11 1664.0 63.372618 ... 61.636381 61.636381
12 1792.0 72.983276 ... 69.810085 69.379162
13 1920.0 69.120002 ... 69.120002 67.106797
14 2048.0 73.584279 ... 74.898285 68.200062
15 2176.0 82.813365 ... 80.817862 78.302130
16 2304.0 68.251065 ... 73.728002 73.275679
17 2432.0 71.305746 ... 79.139336 80.499895
18 2560.0 77.649287 ... 77.283019 76.382283
19 2688.0 80.880718 ... 82.823267 84.295681
20 2816.0 78.868366 ... 78.161663 79.154642
21 2944.0 80.380696 ... 80.122235 77.385141
22 3072.0 81.355034 ... 83.638266 82.782312
23 3200.0 82.901554 ... 87.551302 89.510493
24 3328.0 81.438120 ... 80.798314 84.596116
25 3456.0 81.683457 ... 85.494768 85.676480
26 3584.0 86.457107 ... 95.148565 89.201778
27 3712.0 85.163978 ... 81.883070 83.596102
28 3840.0 84.485870 ... 87.562949 87.355452
29 3968.0 93.076994 ... 83.635320 83.463707
30 4096.0 93.531519 ... 90.382307 90.321484
10 1536.0 78.643199 ... 76.106321 76.106321
11 1664.0 63.372618 ... 62.061463 62.061463
12 1792.0 72.983276 ... 69.810085 69.810085
13 1920.0 69.120002 ... 70.172588 70.172588
14 2048.0 73.584279 ... 74.898285 74.565406
15 2176.0 82.137338 ... 80.817862 78.916269
16 2304.0 67.863272 ... 73.501144 73.275679
17 2432.0 71.125224 ... 79.813818 81.197876
18 2560.0 77.649287 ... 77.283019 77.283019
19 2688.0 80.196737 ... 83.922689 80.708630
20 2816.0 81.827785 ... 77.330158 79.298560
21 2944.0 82.237674 ... 79.104810 77.145564
22 3072.0 82.540970 ... 82.903517 83.391907
23 3200.0 84.768213 ... 87.551302 89.761569
24 3328.0 80.707733 ... 84.298943 87.580655
25 3456.0 81.849303 ... 84.775569 84.954233
26 3584.0 86.707226 ... 94.647779 94.947616
27 3712.0 83.317214 ... 84.159518 82.357725
28 3840.0 84.292684 ... 87.493673 87.355452
29 3968.0 92.302520 ... 88.103928 87.976885
30 4096.0 93.596744 ... 90.443212 90.382307
[31 rows x 5 columns]
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 11.445 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 8.434 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>

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>03:35.035</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<p><strong>03:32.028</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>02:11.445</p></td>
<td><p>02:08.434</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>01:12.611</p></td>
<td><p>01:12.603</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>00:10.979</p></td>
<td><p>00:10.991</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>

File diff suppressed because one or more lines are too long