[GH-PAGES] Updated website

This commit is contained in:
Philippe Tillet
2021-08-04 00:13:14 +00:00
parent e7c395b279
commit 1c1bf54f4d
17 changed files with 77 additions and 77 deletions

Binary file not shown.

Before

Width:  |  Height:  |  Size: 26 KiB

After

Width:  |  Height:  |  Size: 24 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 16 KiB

After

Width:  |  Height:  |  Size: 15 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: 55 KiB

After

Width:  |  Height:  |  Size: 54 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 32 KiB

After

Width:  |  Height:  |  Size: 32 KiB

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 9.600000 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 76.800002 76.800002
3 32768.0 63.999998 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
@@ -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 10.984 seconds)
**Total running time of the script:** ( 0 minutes 11.033 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

View File

@@ -263,15 +263,15 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t
N Triton Torch (native) Torch (jit)
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 154.566038
2 512.0 630.153853 585.142849 154.566038
3 640.0 682.666684 640.000002 160.000000
4 768.0 702.171410 664.216187 162.754967
4 768.0 702.171410 664.216187 163.839992
.. ... ... ... ...
93 12160.0 812.359066 406.179533 198.936606
94 12288.0 812.429770 416.101597 199.298541
93 12160.0 812.359066 405.755985 199.038365
94 12288.0 812.429770 415.222812 199.197579
95 12416.0 810.840807 412.149375 198.854847
96 12544.0 810.925276 412.971190 199.111113
97 12672.0 811.007961 412.097543 199.167004
96 12544.0 809.290334 412.971190 199.111113
97 12672.0 809.389265 412.516771 199.167004
[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 13.269 seconds)
**Total running time of the script:** ( 1 minutes 12.611 seconds)
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:

View File

@@ -373,35 +373,35 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
0 128.0 0.455111 ... 0.512000 0.512000
1 256.0 2.730667 ... 2.978909 2.978909
2 384.0 7.372800 ... 8.507077 8.507077
3 512.0 14.563555 ... 16.384000 15.420235
3 512.0 14.563555 ... 15.420235 15.420235
4 640.0 22.260869 ... 24.380953 24.380953
5 768.0 32.768000 ... 34.028308 34.028308
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 46.656000
9 1280.0 51.200001 ... 56.109587 56.109587
10 1408.0 64.138541 ... 65.684049 64.902096
11 1536.0 80.430545 ... 76.106321 76.106321
12 1664.0 63.372618 ... 61.636381 61.636381
13 1792.0 72.983276 ... 69.379162 68.953520
14 1920.0 68.435645 ... 69.818184 68.776119
15 2048.0 73.584279 ... 75.915006 75.234154
16 2176.0 83.500614 ... 78.608000 79.540109
17 2304.0 68.251065 ... 73.051599 72.607513
18 2432.0 71.125224 ... 81.669953 80.269900
19 2560.0 77.833728 ... 75.328737 74.812787
20 2688.0 81.576466 ... 81.227100 82.823267
21 2816.0 83.392363 ... 78.868366 77.330158
22 2944.0 81.698415 ... 80.122235 79.356738
23 3072.0 80.890151 ... 81.589488 83.391907
24 3200.0 84.656085 ... 85.447263 88.033012
25 3328.0 82.939284 ... 86.632127 82.558825
26 3456.0 81.518272 ... 84.954233 84.420490
27 3584.0 83.254996 ... 94.747514 95.654673
28 3712.0 86.192706 ... 88.955779 88.797643
29 3840.0 84.809814 ... 84.874902 84.356981
30 3968.0 89.593789 ... 84.738843 84.212518
31 4096.0 93.596744 ... 83.833686 90.933423
10 1408.0 64.138541 ... 65.684049 59.278569
11 1536.0 79.526831 ... 76.106321 75.296679
12 1664.0 63.372618 ... 62.061463 62.061463
13 1792.0 72.983276 ... 69.379162 68.533074
14 1920.0 69.467336 ... 70.172588 70.172588
15 2048.0 73.908442 ... 75.234154 75.234154
16 2176.0 82.473969 ... 77.998640 79.855747
17 2304.0 68.446623 ... 73.275679 72.607513
18 2432.0 71.305746 ... 80.499895 80.041209
19 2560.0 77.649287 ... 76.740048 76.204654
20 2688.0 82.463163 ... 83.552988 81.752274
21 2816.0 82.916747 ... 76.382153 79.443003
22 2944.0 83.060049 ... 77.868802 80.640830
23 3072.0 81.121923 ... 83.269271 82.181572
24 3200.0 84.656085 ... 88.888888 88.520058
25 3328.0 83.808259 ... 86.528001 83.226931
26 3456.0 78.578525 ... 80.945348 86.596744
27 3584.0 87.722333 ... 90.915465 94.548254
28 3712.0 85.748791 ... 80.303328 84.372753
29 3840.0 85.136259 ... 88.050954 87.217666
30 3968.0 93.076994 ... 87.535103 86.911637
31 4096.0 93.727466 ... 91.804194 92.245860
[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 16.432 seconds)
**Total running time of the script:** ( 2 minutes 22.083 seconds)
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:

View File

@@ -5,12 +5,12 @@
Computation times
=================
**03:40.685** total execution time for **getting-started_tutorials** files:
**03:45.727** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:16.432 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:22.083 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:13.269 | 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_01-vector-add.py` (``01-vector-add.py``) | 00:10.984 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.033 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+

View File

@@ -308,10 +308,10 @@ for different problem sizes.</p>
0 4096.0 9.600000 9.600000
1 8192.0 19.200000 19.200000
2 16384.0 38.400001 38.400001
3 32768.0 76.800002 76.800002
3 32768.0 63.999998 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
@@ -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 10.984 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes 11.033 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

@@ -348,15 +348,15 @@ We will then compare its performance against (1) <code class="code docutils lite
N Triton Torch (native) Torch (jit)
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 154.566038
2 512.0 630.153853 585.142849 154.566038
3 640.0 682.666684 640.000002 160.000000
4 768.0 702.171410 664.216187 162.754967
4 768.0 702.171410 664.216187 163.839992
.. ... ... ... ...
93 12160.0 812.359066 406.179533 198.936606
94 12288.0 812.429770 416.101597 199.298541
93 12160.0 812.359066 405.755985 199.038365
94 12288.0 812.429770 415.222812 199.197579
95 12416.0 810.840807 412.149375 198.854847
96 12544.0 810.925276 412.971190 199.111113
97 12672.0 811.007961 412.097543 199.167004
96 12544.0 809.290334 412.971190 199.111113
97 12672.0 809.389265 412.516771 199.167004
[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 PyTorchs 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 13.269 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 12.611 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

@@ -478,40 +478,40 @@ tensor(True, device=&#39;cuda:0&#39;)
0 128.0 0.455111 ... 0.512000 0.512000
1 256.0 2.730667 ... 2.978909 2.978909
2 384.0 7.372800 ... 8.507077 8.507077
3 512.0 14.563555 ... 16.384000 15.420235
3 512.0 14.563555 ... 15.420235 15.420235
4 640.0 22.260869 ... 24.380953 24.380953
5 768.0 32.768000 ... 34.028308 34.028308
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 46.656000
9 1280.0 51.200001 ... 56.109587 56.109587
10 1408.0 64.138541 ... 65.684049 64.902096
11 1536.0 80.430545 ... 76.106321 76.106321
12 1664.0 63.372618 ... 61.636381 61.636381
13 1792.0 72.983276 ... 69.379162 68.953520
14 1920.0 68.435645 ... 69.818184 68.776119
15 2048.0 73.584279 ... 75.915006 75.234154
16 2176.0 83.500614 ... 78.608000 79.540109
17 2304.0 68.251065 ... 73.051599 72.607513
18 2432.0 71.125224 ... 81.669953 80.269900
19 2560.0 77.833728 ... 75.328737 74.812787
20 2688.0 81.576466 ... 81.227100 82.823267
21 2816.0 83.392363 ... 78.868366 77.330158
22 2944.0 81.698415 ... 80.122235 79.356738
23 3072.0 80.890151 ... 81.589488 83.391907
24 3200.0 84.656085 ... 85.447263 88.033012
25 3328.0 82.939284 ... 86.632127 82.558825
26 3456.0 81.518272 ... 84.954233 84.420490
27 3584.0 83.254996 ... 94.747514 95.654673
28 3712.0 86.192706 ... 88.955779 88.797643
29 3840.0 84.809814 ... 84.874902 84.356981
30 3968.0 89.593789 ... 84.738843 84.212518
31 4096.0 93.596744 ... 83.833686 90.933423
10 1408.0 64.138541 ... 65.684049 59.278569
11 1536.0 79.526831 ... 76.106321 75.296679
12 1664.0 63.372618 ... 62.061463 62.061463
13 1792.0 72.983276 ... 69.379162 68.533074
14 1920.0 69.467336 ... 70.172588 70.172588
15 2048.0 73.908442 ... 75.234154 75.234154
16 2176.0 82.473969 ... 77.998640 79.855747
17 2304.0 68.446623 ... 73.275679 72.607513
18 2432.0 71.305746 ... 80.499895 80.041209
19 2560.0 77.649287 ... 76.740048 76.204654
20 2688.0 82.463163 ... 83.552988 81.752274
21 2816.0 82.916747 ... 76.382153 79.443003
22 2944.0 83.060049 ... 77.868802 80.640830
23 3072.0 81.121923 ... 83.269271 82.181572
24 3200.0 84.656085 ... 88.888888 88.520058
25 3328.0 83.808259 ... 86.528001 83.226931
26 3456.0 78.578525 ... 80.945348 86.596744
27 3584.0 87.722333 ... 90.915465 94.548254
28 3712.0 85.748791 ... 80.303328 84.372753
29 3840.0 85.136259 ... 88.050954 87.217666
30 3968.0 93.076994 ... 87.535103 86.911637
31 4096.0 93.727466 ... 91.804194 92.245860
[32 rows x 5 columns]
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 16.432 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 22.083 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>03:40.685</strong> total execution time for <strong>getting-started_tutorials</strong> files:</p>
<p><strong>03:45.727</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>02:16.432</p></td>
<td><p>02:22.083</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>01:13.269</p></td>
<td><p>01:12.611</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>00:10.984</p></td>
<td><p>00:11.033</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>

File diff suppressed because one or more lines are too long