[GH-PAGES] Updated website

This commit is contained in:
Philippe Tillet
2021-09-19 00:29:25 +00:00
parent ff10170857
commit 5d001905fb
19 changed files with 83 additions and 83 deletions

Binary file not shown.

Before

Width:  |  Height:  |  Size: 24 KiB

After

Width:  |  Height:  |  Size: 25 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 16 KiB

After

Width:  |  Height:  |  Size: 16 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 38 KiB

After

Width:  |  Height:  |  Size: 37 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: 57 KiB

After

Width:  |  Height:  |  Size: 57 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 33 KiB

After

Width:  |  Height:  |  Size: 33 KiB

View File

@@ -244,7 +244,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
10 4194304.0 780.190482 780.190482
11 8388608.0 812.429770 812.429770
12 16777216.0 833.084721 833.084721
13 33554432.0 842.004273 843.811163
13 33554432.0 842.004273 842.004273
14 67108864.0 847.448255 848.362445
15 134217728.0 849.737435 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:** ( 1 minutes 56.505 seconds)
**Total running time of the script:** ( 1 minutes 53.211 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

View File

@@ -287,16 +287,16 @@ 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 190.511628
1 384.0 585.142862 585.142862 153.600004
2 512.0 630.153853 606.814814 154.566038
1 384.0 585.142862 585.142862 151.703707
2 512.0 655.360017 606.814814 156.038096
3 640.0 682.666684 640.000002 160.000000
4 768.0 702.171410 664.216187 163.839992
.. ... ... ... ...
93 12160.0 810.666687 406.179533 199.140227
94 12288.0 810.754644 415.661740 199.399583
95 12416.0 809.189387 412.149375 199.054102
96 12544.0 807.661970 412.971190 199.308841
97 12672.0 807.776923 412.097543 199.264875
93 12160.0 810.666687 405.755985 198.936606
94 12288.0 810.754644 415.661740 199.298541
95 12416.0 809.189387 411.722274 198.904612
96 12544.0 807.661970 412.971190 199.209928
97 12672.0 807.776923 411.679167 199.264875
[98 rows x 4 columns]
@@ -314,7 +314,7 @@ In the above plot, we can see that:
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 3 minutes 32.025 seconds)
**Total running time of the script:** ( 3 minutes 31.670 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 2.978909 ... 2.978909 2.978909
0 256.0 2.730667 ... 2.978909 2.978909
1 384.0 7.372800 ... 8.507077 8.507077
2 512.0 14.563555 ... 16.384000 16.384000
3 640.0 22.260869 ... 24.380953 24.380953
4 768.0 32.768000 ... 34.028308 34.028308
5 896.0 39.025776 ... 40.140799 39.025776
5 896.0 39.025776 ... 39.025776 39.025776
6 1024.0 49.932191 ... 53.773130 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 ... 67.305878 65.684049
10 1536.0 80.430545 ... 79.526831 78.643199
11 1664.0 62.929456 ... 62.492442 62.061463
8 1280.0 51.200001 ... 56.109587 56.109587
9 1408.0 64.138541 ... 66.485074 66.485074
10 1536.0 80.430545 ... 78.643199 78.643199
11 1664.0 62.929456 ... 62.061463 62.061463
12 1792.0 72.983276 ... 72.047592 72.047592
13 1920.0 69.120002 ... 70.530615 70.172588
14 2048.0 73.908442 ... 76.959706 76.608294
15 2176.0 83.500614 ... 86.367588 85.998493
16 2304.0 68.446623 ... 77.307030 76.809875
17 2432.0 71.305746 ... 85.134737 85.393507
18 2560.0 78.019048 ... 81.310171 80.908642
19 2688.0 83.922689 ... 89.888756 89.676257
20 2816.0 80.916902 ... 83.233226 83.233226
21 2944.0 82.102191 ... 82.102191 82.373605
22 3072.0 82.540970 ... 84.260572 88.612060
23 3200.0 84.432717 ... 95.238096 95.238096
24 3328.0 83.808259 ... 84.795401 84.496824
25 3456.0 81.026701 ... 86.134151 88.595129
26 3584.0 87.042978 ... 90.370072 94.448944
27 3712.0 85.019017 ... 84.159518 88.561477
28 3840.0 80.197243 ... 88.332269 90.649182
29 3968.0 86.358055 ... 83.692683 81.675996
30 4096.0 91.616198 ... 82.544726 87.324485
13 1920.0 69.120002 ... 70.172588 70.172588
14 2048.0 73.908442 ... 76.608294 76.260072
15 2176.0 82.813365 ... 85.998493 85.269692
16 2304.0 68.446623 ... 76.563695 76.563695
17 2432.0 71.305746 ... 74.521127 85.393507
18 2560.0 77.833728 ... 81.310171 81.310171
19 2688.0 83.552988 ... 89.464755 89.044730
20 2816.0 83.712490 ... 83.552120 82.916747
21 2944.0 82.373605 ... 83.060049 82.102191
22 3072.0 81.121923 ... 89.170242 88.197981
23 3200.0 84.880639 ... 95.238096 94.534716
24 3328.0 83.130825 ... 83.905938 84.200347
25 3456.0 82.015834 ... 90.994998 85.585527
26 3584.0 85.797134 ... 91.750399 94.947616
27 3712.0 80.823095 ... 87.475786 88.015279
28 3840.0 83.718392 ... 91.097196 86.602979
29 3968.0 87.818595 ... 90.994735 86.973584
30 4096.0 93.142072 ... 88.417474 85.325956
[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:** ( 6 minutes 53.437 seconds)
**Total running time of the script:** ( 6 minutes 36.541 seconds)
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:

View File

@@ -238,7 +238,7 @@ References
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 0 minutes 0.249 seconds)
**Total running time of the script:** ( 0 minutes 0.195 seconds)
.. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py:

View File

@@ -5,14 +5,14 @@
Computation times
=================
**12:22.215** total execution time for **getting-started_tutorials** files:
**12:01.617** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:53.437 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:36.541 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.025 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:31.670 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:56.505 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:53.211 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.249 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.195 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+

View File

@@ -333,12 +333,12 @@ for different problem sizes.</p>
10 4194304.0 780.190482 780.190482
11 8388608.0 812.429770 812.429770
12 16777216.0 833.084721 833.084721
13 33554432.0 842.004273 843.811163
13 33554432.0 842.004273 842.004273
14 67108864.0 847.448255 848.362445
15 134217728.0 849.737435 850.656574
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 56.505 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 53.211 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

@@ -374,16 +374,16 @@ 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 190.511628
1 384.0 585.142862 585.142862 153.600004
2 512.0 630.153853 606.814814 154.566038
1 384.0 585.142862 585.142862 151.703707
2 512.0 655.360017 606.814814 156.038096
3 640.0 682.666684 640.000002 160.000000
4 768.0 702.171410 664.216187 163.839992
.. ... ... ... ...
93 12160.0 810.666687 406.179533 199.140227
94 12288.0 810.754644 415.661740 199.399583
95 12416.0 809.189387 412.149375 199.054102
96 12544.0 807.661970 412.971190 199.308841
97 12672.0 807.776923 412.097543 199.264875
93 12160.0 810.666687 405.755985 198.936606
94 12288.0 810.754644 415.661740 199.298541
95 12416.0 809.189387 411.722274 198.904612
96 12544.0 807.661970 412.971190 199.209928
97 12672.0 807.776923 411.679167 199.264875
[98 rows x 4 columns]
</pre></div>
@@ -396,7 +396,7 @@ 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> ( 3 minutes 32.025 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 31.670 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

@@ -567,42 +567,42 @@ 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 2.978909 ... 2.978909 2.978909
0 256.0 2.730667 ... 2.978909 2.978909
1 384.0 7.372800 ... 8.507077 8.507077
2 512.0 14.563555 ... 16.384000 16.384000
3 640.0 22.260869 ... 24.380953 24.380953
4 768.0 32.768000 ... 34.028308 34.028308
5 896.0 39.025776 ... 40.140799 39.025776
5 896.0 39.025776 ... 39.025776 39.025776
6 1024.0 49.932191 ... 53.773130 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 ... 67.305878 65.684049
10 1536.0 80.430545 ... 79.526831 78.643199
11 1664.0 62.929456 ... 62.492442 62.061463
8 1280.0 51.200001 ... 56.109587 56.109587
9 1408.0 64.138541 ... 66.485074 66.485074
10 1536.0 80.430545 ... 78.643199 78.643199
11 1664.0 62.929456 ... 62.061463 62.061463
12 1792.0 72.983276 ... 72.047592 72.047592
13 1920.0 69.120002 ... 70.530615 70.172588
14 2048.0 73.908442 ... 76.959706 76.608294
15 2176.0 83.500614 ... 86.367588 85.998493
16 2304.0 68.446623 ... 77.307030 76.809875
17 2432.0 71.305746 ... 85.134737 85.393507
18 2560.0 78.019048 ... 81.310171 80.908642
19 2688.0 83.922689 ... 89.888756 89.676257
20 2816.0 80.916902 ... 83.233226 83.233226
21 2944.0 82.102191 ... 82.102191 82.373605
22 3072.0 82.540970 ... 84.260572 88.612060
23 3200.0 84.432717 ... 95.238096 95.238096
24 3328.0 83.808259 ... 84.795401 84.496824
25 3456.0 81.026701 ... 86.134151 88.595129
26 3584.0 87.042978 ... 90.370072 94.448944
27 3712.0 85.019017 ... 84.159518 88.561477
28 3840.0 80.197243 ... 88.332269 90.649182
29 3968.0 86.358055 ... 83.692683 81.675996
30 4096.0 91.616198 ... 82.544726 87.324485
13 1920.0 69.120002 ... 70.172588 70.172588
14 2048.0 73.908442 ... 76.608294 76.260072
15 2176.0 82.813365 ... 85.998493 85.269692
16 2304.0 68.446623 ... 76.563695 76.563695
17 2432.0 71.305746 ... 74.521127 85.393507
18 2560.0 77.833728 ... 81.310171 81.310171
19 2688.0 83.552988 ... 89.464755 89.044730
20 2816.0 83.712490 ... 83.552120 82.916747
21 2944.0 82.373605 ... 83.060049 82.102191
22 3072.0 81.121923 ... 89.170242 88.197981
23 3200.0 84.880639 ... 95.238096 94.534716
24 3328.0 83.130825 ... 83.905938 84.200347
25 3456.0 82.015834 ... 90.994998 85.585527
26 3584.0 85.797134 ... 91.750399 94.947616
27 3712.0 80.823095 ... 87.475786 88.015279
28 3840.0 83.718392 ... 91.097196 86.602979
29 3968.0 87.818595 ... 90.994735 86.973584
30 4096.0 93.142072 ... 88.417474 85.325956
[31 rows x 5 columns]
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 6 minutes 53.437 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 6 minutes 36.541 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

@@ -370,7 +370,7 @@ to explore the <cite>triton/language/random</cite> folder!</p>
<dd><p>Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov, “Dropout: A Simple Way to Prevent Neural Networks from Overfitting”, JMLR 2014</p>
</dd>
</dl>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 0.249 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 0.195 seconds)</p>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-getting-started-tutorials-04-low-memory-dropout-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/c9aed78977a4c05741d675a38dde3d7d/04-low-memory-dropout.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">04-low-memory-dropout.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>12:22.215</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<p><strong>12:01.617</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 85%" />
@@ -183,19 +183,19 @@
</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>06:53.437</p></td>
<td><p>06:36.541</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>03:32.025</p></td>
<td><p>03:31.670</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>01:56.505</p></td>
<td><p>01:53.211</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="04-low-memory-dropout.html#sphx-glr-getting-started-tutorials-04-low-memory-dropout-py"><span class="std std-ref">Low-Memory Dropout</span></a> (<code class="docutils literal notranslate"><span class="pre">04-low-memory-dropout.py</span></code>)</p></td>
<td><p>00:00.249</p></td>
<td><p>00:00.195</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>

File diff suppressed because one or more lines are too long