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Philippe Tillet
2022-04-20 00:43:07 +00:00
parent 245e5ab128
commit 8d0e47d73e
156 changed files with 282 additions and 282 deletions
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: d0253a34c4fed8d0f50aab31e68ccded
config: 23dabe2cb77fc97d70bf1e93da31ad39
tags: 645f666f9bcd5a90fca523b33c5a78b7

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master/_sources/getting-started/tutorials/01-vector-add.rst.txt
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size Triton Torch
0 4096.0 9.600000 9.600000
1 8192.0 19.200000 19.200000
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@@ -255,7 +255,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
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**Total running time of the script:** ( 1 minutes 48.582 seconds)
**Total running time of the script:** ( 1 minutes 46.974 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

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master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt
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@@ -278,16 +278,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t
softmax-performance:
N Triton Torch (native) Torch (jit)
0 256.0 546.133347 546.133347 188.321838
0 256.0 512.000001 546.133347 188.321838
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4 768.0 722.823517 646.736871 163.839992
.. ... ... ... ...
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93 12160.0 814.058574 405.755985 198.936606
94 12288.0 814.111783 415.222812 199.197579
95 12416.0 814.163950 412.149375 198.954424
96 12544.0 814.214963 412.971190 199.111113
97 12672.0 814.265046 412.097543 199.167004
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@@ -306,7 +306,7 @@ In the above plot, we can see that:
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 3 minutes 28.316 seconds)
**Total running time of the script:** ( 3 minutes 28.936 seconds)
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:

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master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt
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@@ -459,36 +459,36 @@ 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 2.978909
1 384.0 7.372800 ... 8.507077 8.507077
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3 640.0 22.260869 ... 24.380953 24.380953
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26 3584.0 86.623693 ... 89.290361 94.250936
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28 3840.0 84.679936 ... 92.468225 85.136259
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@@ -498,7 +498,7 @@ 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 8.669 seconds)
**Total running time of the script:** ( 6 minutes 10.290 seconds)
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:

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master/_sources/getting-started/tutorials/05-layer-norm.rst.txt
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@@ -40,34 +40,34 @@ Layer Normalization
N Triton Torch Apex
0 1024.0 361.411758 99.902435 315.076934
1 1536.0 409.599994 134.050910 344.523365
2 2048.0 491.520012 159.067963 334.367350
3 2560.0 458.507457 182.857144 330.322572
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18 10240.0 444.412281 287.102804 290.153487
19 10752.0 426.525614 246.699797 289.941565
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8 5120.0 529.655159 243.809526 286.433562
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10 6144.0 550.208948 251.202731 287.438593
11 6656.0 534.260858 256.000009 286.793541
12 7168.0 510.480705 253.734520 277.919225
13 7680.0 487.619051 266.743841 285.325090
14 8192.0 468.114289 258.354805 278.087683
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25 13824.0 404.604870 257.190689 291.799461
26 14336.0 396.844280 256.000002 289.129416
27 14848.0 386.080180 257.665934 289.012175
28 15360.0 378.869469 258.332158 287.550706
29 15872.0 372.363640 261.626369 290.562936
@@ -339,7 +339,7 @@ Layer Normalization
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 2 minutes 13.855 seconds)
**Total running time of the script:** ( 2 minutes 14.494 seconds)
.. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py:

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master/_sources/getting-started/tutorials/sg_execution_times.rst.txt
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@@ -5,16 +5,16 @@
Computation times
=================
**13:39.434** total execution time for **getting-started_tutorials** files:
**13:40.705** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:08.669 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:10.290 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.316 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.936 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:13.855 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.494 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:48.582 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.974 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.012 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+

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master/getting-started/tutorials/01-vector-add.html
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@@ -324,7 +324,7 @@ for different problem sizes.</p>
size Triton Torch
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@@ -340,7 +340,7 @@ for different problem sizes.</p>
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 48.582 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 46.974 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>

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master/getting-started/tutorials/02-fused-softmax.html
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@@ -369,16 +369,16 @@ 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:
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