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Philippe Tillet
2022-02-24 00:41:01 +00:00
parent 88ffe73184
commit 9ff187eb68
158 changed files with 290 additions and 290 deletions
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8
master/_sources/getting-started/tutorials/01-vector-add.rst.txt
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@@ -235,17 +235,17 @@ 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 262144.0 384.000001 384.000001
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
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
@@ -255,7 +255,7 @@ 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 40.829 seconds)
**Total running time of the script:** ( 1 minutes 45.824 seconds)
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:

18
master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt
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@@ -278,17 +278,17 @@ 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 546.133347 186.181817
1 384.0 614.400016 585.142862 153.600004
2 512.0 655.360017 606.814814 156.038096
0 256.0 512.000001 546.133347 188.321838
1 384.0 585.142862 558.545450 153.600004
2 512.0 655.360017 606.814814 154.566038
3 640.0 706.206879 640.000002 160.000000
4 768.0 722.823517 664.216187 162.754967
.. ... ... ... ...
93 12160.0 814.058574 406.179533 199.140227
94 12288.0 814.111783 415.222812 199.399583
95 12416.0 814.163950 412.149375 198.954424
96 12544.0 814.214963 412.971190 199.209928
97 12672.0 814.265046 412.097543 199.264875
93 12160.0 814.058574 405.333344 198.834951
94 12288.0 814.111783 415.222812 199.096718
95 12416.0 814.163950 411.296057 198.755369
96 12544.0 814.214963 412.546756 198.913776
97 12672.0 814.265046 412.097543 199.069228
[98 rows x 4 columns]
@@ -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 21.705 seconds)
**Total running time of the script:** ( 3 minutes 21.745 seconds)
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:

54
master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt
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@@ -458,37 +458,37 @@ 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 ... 3.276800 2.978909
1 384.0 7.372800 ... 8.507077 8.507077
2 512.0 14.563555 ... 16.384000 16.384000
3 640.0 23.272727 ... 24.380953 24.380953
0 256.0 2.730667 ... 2.978909 2.978909
1 384.0 7.372800 ... 7.899428 8.507077
2 512.0 14.563555 ... 16.384000 15.420235
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
6 1024.0 51.150050 ... 52.428801 52.428801
5 896.0 39.025776 ... 40.140799 37.971025
6 1024.0 49.932191 ... 52.428801 52.428801
7 1152.0 45.242181 ... 46.656000 46.656000
8 1280.0 51.200001 ... 56.888887 56.888887
9 1408.0 64.138541 ... 67.305878 66.485074
10 1536.0 80.430545 ... 79.526831 78.643199
11 1664.0 62.929456 ... 62.492442 62.061463
12 1792.0 72.512412 ... 72.047592 71.588687
13 1920.0 68.776119 ... 70.530615 69.818184
14 2048.0 73.584279 ... 76.608294 76.608294
15 2176.0 83.500614 ... 85.998493 85.632545
16 2304.0 68.643310 ... 76.809875 76.563695
17 2432.0 71.487187 ... 83.119713 85.134737
18 2560.0 78.019048 ... 80.511054 80.511054
19 2688.0 83.737433 ... 89.888756 89.464755
20 2816.0 82.602666 ... 82.759409 82.602666
21 2944.0 82.102191 ... 82.509987 82.784108
22 3072.0 82.661468 ... 87.924073 85.275760
23 3200.0 84.993363 ... 95.665176 94.674553
24 3328.0 82.939284 ... 83.130825 84.596116
25 3456.0 81.766291 ... 91.097818 84.597660
26 3584.0 84.905939 ... 93.759530 87.296493
27 3712.0 84.159518 ... 86.341700 86.867254
28 3840.0 84.874902 ... 92.236860 84.552479
29 3968.0 92.302520 ... 84.098250 90.791620
30 4096.0 86.426548 ... 85.434583 91.180520
11 1664.0 62.929456 ... 62.061463 62.492442
12 1792.0 72.512412 ... 71.588687 72.047592
13 1920.0 69.467336 ... 70.172588 70.172588
14 2048.0 73.262953 ... 76.608294 76.260072
15 2176.0 83.155572 ... 85.998493 85.998493
16 2304.0 68.643310 ... 76.809875 76.809875
17 2432.0 71.487187 ... 74.521127 84.877538
18 2560.0 77.833728 ... 81.108913 80.808877
19 2688.0 82.823267 ... 89.676257 89.464755
20 2816.0 80.617762 ... 82.602666 83.392363
21 2944.0 81.832567 ... 82.102191 82.102191
22 3072.0 82.121977 ... 88.335577 86.911900
23 3200.0 78.717759 ... 91.559367 92.753621
24 3328.0 79.990330 ... 83.130825 83.905938
25 3456.0 81.724858 ... 91.304157 90.892410
26 3584.0 83.101104 ... 91.563533 96.579370
27 3712.0 85.748791 ... 86.045381 91.901879
28 3840.0 80.313725 ... 86.265212 91.322872
29 3968.0 86.911637 ... 90.221021 83.922926
30 4096.0 92.755862 ... 88.301134 82.342167
[31 rows x 5 columns]
@@ -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 6.796 seconds)
**Total running time of the script:** ( 6 minutes 5.749 seconds)
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:

2
master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt
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@@ -240,7 +240,7 @@ References
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 0 minutes 0.496 seconds)
**Total running time of the script:** ( 0 minutes 0.493 seconds)
.. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py:

60
master/_sources/getting-started/tutorials/05-layer-norm.rst.txt
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@@ -38,36 +38,36 @@ Layer Normalization
layer-norm-backward:
N Triton Torch Apex
0 1024.0 311.088617 98.303995 307.200008
1 1536.0 347.773587 134.540150 344.523365
2 2048.0 423.724127 161.684218 325.509933
3 2560.0 458.507457 181.775141 326.808501
4 3072.0 511.999982 192.501302 319.168834
5 3584.0 551.384634 208.271186 311.652167
6 4096.0 568.231237 220.412561 299.707322
7 4608.0 507.302750 232.825259 286.507772
8 5120.0 529.655159 242.845844 284.444444
9 5632.0 545.032265 243.545956 290.060087
10 6144.0 548.163546 248.661056 286.879370
11 6656.0 534.260858 256.000009 285.767438
12 7168.0 507.469040 260.654538 286.242939
13 7680.0 481.253256 262.564106 279.272719
14 8192.0 462.607053 267.130429 284.939124
15 8704.0 417.791980 267.815384 285.377055
16 9216.0 431.157889 272.394084 288.751954
17 9728.0 439.683593 280.615388 290.027323
18 10240.0 450.109870 286.767793 290.496460
19 10752.0 426.525614 247.172406 290.594591
20 11264.0 427.071098 245.760001 286.676558
21 11776.0 423.089806 249.667843 288.981596
22 12288.0 419.504980 254.893699 294.323369
23 12800.0 414.016170 253.674644 289.538159
24 13312.0 411.181478 252.759501 289.916513
0 1024.0 307.200008 95.255819 292.571431
1 1536.0 347.773587 135.529409 344.523365
2 2048.0 420.102553 162.217818 325.509933
3 2560.0 451.764698 183.402991 330.322572
4 3072.0 515.580429 191.501303 317.793096
5 3584.0 547.872604 207.768111 311.652167
6 4096.0 564.965515 220.907859 301.546004
7 4608.0 504.986315 232.825259 288.751954
8 5120.0 531.948056 242.845844 285.104413
9 5632.0 545.032265 243.107920 290.060087
10 6144.0 548.163546 250.349744 286.879370
11 6656.0 537.858601 254.775119 285.767438
12 7168.0 508.970395 256.000002 279.726817
13 7680.0 485.052616 263.690977 278.009056
14 8192.0 462.607053 264.258058 280.068380
15 8704.0 417.791980 263.757583 282.291896
16 9216.0 430.319054 270.727053 286.879380
17 9728.0 440.513191 281.291575 290.027323
18 10240.0 449.287041 285.767451 289.129408
19 10752.0 429.364408 246.699797 289.941565
20 11264.0 424.389312 245.536784 287.591490
21 11776.0 421.198220 249.888595 288.686414
22 12288.0 417.722367 253.796902 294.617366
23 12800.0 415.135142 253.674644 289.811310
24 13312.0 409.599999 251.962147 289.129403
25 13824.0 404.604870 257.190689 292.056329
26 14336.0 393.665895 254.485198 286.719986
27 14848.0 384.829370 257.665934 289.246765
28 15360.0 373.874218 257.970599 286.433562
29 15872.0 371.274849 261.986243 289.679087
26 14336.0 395.930964 253.734520 287.438588
27 14848.0 384.829370 255.999999 288.544136
28 15360.0 376.932517 259.422943 289.583654
29 15872.0 367.336555 262.708969 290.784741
@@ -339,7 +339,7 @@ Layer Normalization
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 2 minutes 12.368 seconds)
**Total running time of the script:** ( 2 minutes 12.916 seconds)
.. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py:

12
master/_sources/getting-started/tutorials/sg_execution_times.rst.txt
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@@ -5,16 +5,16 @@
Computation times
=================
**13:22.195** total execution time for **getting-started_tutorials** files:
**13:26.728** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:06.796 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:05.749 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:21.705 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:21.745 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.368 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.916 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.829 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:45.824 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.496 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.493 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+