From a598db498fafb79973f05b12c11c0e71c989e012 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sun, 5 Jun 2022 20:22:31 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- v1.1.2/.buildinfo | 2 +- v1.1.2/.doctrees/environment.pickle | Bin 96550 -> 96550 bytes .../getting-started/installation.doctree | Bin 5921 -> 5921 bytes .../tutorials/01-vector-add.doctree | Bin 27844 -> 27844 bytes .../tutorials/02-fused-softmax.doctree | Bin 34296 -> 34296 bytes .../03-matrix-multiplication.doctree | Bin 56178 -> 56178 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35818 -> 35818 bytes .../tutorials/05-layer-norm.doctree | Bin 32624 -> 32624 bytes .../getting-started/tutorials/index.doctree | Bin 15302 -> 15302 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes v1.1.2/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes 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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 63.999998 63.999998 + 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 341.333321 341.333321 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 - 9 2097152.0 722.823517 702.171410 + 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 @@ -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 43.206 seconds) + **Total running time of the script:** ( 1 minutes 35.667 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 47f35f492..8d13dde47 100644 --- a/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -286,17 +286,17 @@ 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 - 1 384.0 585.142862 585.142862 151.703707 - 2 512.0 655.360017 606.814814 154.566038 + 0 256.0 512.000001 512.000001 188.321838 + 1 384.0 585.142862 585.142862 153.600004 + 2 512.0 655.360017 585.142849 154.566038 3 640.0 682.666684 640.000002 158.759699 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 405.755985 198.631953 - 94 12288.0 814.111783 415.222812 198.794749 - 95 12416.0 812.498981 412.149375 198.457532 - 96 12544.0 812.566838 412.546756 198.667643 - 97 12672.0 812.633240 411.679167 198.776477 + 93 12160.0 814.058574 406.179533 198.834951 + 94 12288.0 814.111783 415.661740 199.197579 + 95 12416.0 812.498981 412.149375 198.755369 + 96 12544.0 812.566838 412.971190 199.012395 + 97 12672.0 812.633240 412.097543 199.069228 [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 23.188 seconds) + **Total running time of the script:** ( 3 minutes 20.961 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 0a5711d11..63f9baa0b 100644 --- a/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -463,36 +463,36 @@ 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 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 7.899428 - 2 512.0 14.563555 ... 16.384000 15.420235 + 1 384.0 7.372800 ... 8.507077 8.507077 + 2 512.0 14.563555 ... 15.420235 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 37.971025 ... 39.025776 39.025776 - 6 1024.0 49.932191 ... 53.773130 52.428801 + 5 896.0 37.971025 ... 40.140799 39.025776 + 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 56.109587 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 + 11 1664.0 63.372618 ... 62.492442 62.061463 12 1792.0 72.983276 ... 72.512412 71.588687 - 13 1920.0 68.776119 ... 70.172588 70.172588 - 14 2048.0 73.584279 ... 76.959706 76.608294 - 15 2176.0 83.155572 ... 85.998493 85.269692 - 16 2304.0 68.446623 ... 77.057651 76.563695 - 17 2432.0 71.125224 ... 85.134737 83.614477 - 18 2560.0 77.833728 ... 81.108913 80.908642 - 19 2688.0 83.737433 ... 89.570381 89.044730 - 20 2816.0 81.067298 ... 82.602666 83.233226 - 21 2944.0 81.298583 ... 82.646820 82.784108 - 22 3072.0 82.420822 ... 88.473602 88.335577 - 23 3200.0 84.768213 ... 95.380032 94.814812 - 24 3328.0 83.516586 ... 83.130825 83.808259 - 25 3456.0 81.932484 ... 89.281913 91.304157 - 26 3584.0 87.381330 ... 94.647779 97.628001 - 27 3712.0 85.675250 ... 89.714725 87.552452 - 28 3840.0 85.863352 ... 87.355452 91.398346 - 29 3968.0 86.051653 ... 91.816356 86.788006 - 30 4096.0 94.386588 ... 92.372834 88.185107 + 13 1920.0 69.120002 ... 70.530615 70.530615 + 14 2048.0 73.908442 ... 77.314362 76.959706 + 15 2176.0 83.500614 ... 85.998493 85.269692 + 16 2304.0 68.056616 ... 77.307030 76.809875 + 17 2432.0 71.305746 ... 85.653855 84.877538 + 18 2560.0 77.833728 ... 81.310171 80.511054 + 19 2688.0 83.552988 ... 89.464755 89.044730 + 20 2816.0 82.759409 ... 83.873477 82.446516 + 21 2944.0 81.298583 ... 82.784108 83.060049 + 22 3072.0 82.661468 ... 89.451983 88.473602 + 23 3200.0 82.156612 ... 95.522391 94.814812 + 24 3328.0 84.003845 ... 81.254285 83.710812 + 25 3456.0 81.849303 ... 91.097818 91.097818 + 26 3584.0 87.893835 ... 92.696281 95.047985 + 27 3712.0 86.192706 ... 88.326564 90.445760 + 28 3840.0 81.859361 ... 90.798032 87.910967 + 29 3968.0 91.816356 ... 89.133631 91.403695 + 30 4096.0 86.563285 ... 89.418872 92.691803 [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:** ( 5 minutes 26.832 seconds) + **Total running time of the script:** ( 5 minutes 22.344 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt index c7658b7a7..c59994345 100644 --- a/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,36 +38,36 @@ Layer Normalization layer-norm-backward: N Triton Torch Apex - 0 1024.0 311.088617 99.096776 307.200008 - 1 1536.0 351.085717 133.565214 338.201833 - 2 2048.0 420.102553 158.554837 321.254900 - 3 2560.0 461.954908 181.775141 328.556154 - 4 3072.0 515.580429 190.020625 319.168834 - 5 3584.0 547.872604 207.267476 306.106777 - 6 4096.0 564.965515 219.919464 293.444785 - 7 4608.0 498.162157 232.336141 291.031570 - 8 5120.0 527.381977 243.809526 286.433562 - 9 5632.0 545.032265 244.426754 291.310338 - 10 6144.0 550.208948 251.202731 286.879370 - 11 6656.0 534.260858 255.590406 285.257135 - 12 7168.0 513.528374 256.000002 279.726817 - 13 7680.0 487.619051 266.358392 280.547947 - 14 8192.0 463.698115 260.063494 279.272725 - 15 8704.0 416.127506 267.130429 284.212242 + 0 1024.0 307.200008 99.096776 307.200008 + 1 1536.0 347.773587 133.083026 338.201833 + 2 2048.0 423.724127 162.217818 325.509933 + 3 2560.0 461.954908 182.857144 325.079368 + 4 3072.0 511.999982 191.005181 317.793096 + 5 3584.0 551.384634 207.768111 309.410081 + 6 4096.0 564.965515 220.412561 298.796351 + 7 4608.0 495.928261 231.364016 286.507772 + 8 5120.0 525.128191 242.845844 283.787523 + 9 5632.0 536.380957 243.107920 290.683877 + 10 6144.0 542.117638 248.242431 285.490817 + 11 6656.0 527.207907 256.000009 286.536325 + 12 7168.0 505.976473 261.844750 288.160801 + 13 7680.0 481.253256 260.707203 277.172933 + 14 8192.0 460.440290 268.957600 286.600589 + 15 8704.0 416.958106 267.472468 284.987724 16 9216.0 428.651187 272.729961 289.507855 - 17 9728.0 438.857162 280.278512 288.593329 - 18 10240.0 447.650282 286.767793 288.112552 - 19 10752.0 431.518385 246.935876 289.941565 - 20 11264.0 428.424741 246.207655 287.897767 - 21 11776.0 421.826879 249.888595 289.277383 - 22 12288.0 417.722367 254.453844 294.911986 - 23 12800.0 414.574901 253.569949 287.371378 - 24 13312.0 412.242569 252.959629 289.653667 - 25 13824.0 405.098897 257.190689 292.313649 - 26 14336.0 399.146178 255.809666 289.372589 - 27 14848.0 383.586664 256.922861 287.844912 - 28 15360.0 376.932517 258.513318 288.225185 - 29 15872.0 369.832994 261.267482 290.341468 + 17 9728.0 438.857162 279.942444 288.950501 + 18 10240.0 446.836366 286.767793 290.496460 + 19 10752.0 428.651173 246.464170 290.267711 + 20 11264.0 428.424741 244.869560 285.767446 + 21 11776.0 421.198220 249.227509 288.686414 + 22 12288.0 420.102570 254.344118 294.617366 + 23 12800.0 415.135142 253.465340 289.811310 + 24 13312.0 412.242569 252.559690 289.916513 + 25 13824.0 404.604870 257.190689 292.571423 + 26 14336.0 397.761846 254.673567 286.242939 + 27 14848.0 384.414233 257.108233 289.012175 + 28 15360.0 374.253788 257.610071 287.326580 + 29 15872.0 366.982663 262.708969 291.229369 @@ -329,7 +329,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 11.696 seconds) + **Total running time of the script:** ( 2 minutes 11.039 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 03508fb80..ffd320ea0 100644 --- a/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,16 +5,16 @@ Computation times ================= -**12:44.933** total execution time for **getting-started_tutorials** files: +**12:30.021** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:26.832 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:22.344 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:23.188 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:20.961 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:11.696 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:11.039 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:43.206 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:35.667 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.011 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/v1.1.2/getting-started/tutorials/01-vector-add.html b/v1.1.2/getting-started/tutorials/01-vector-add.html index ae844556c..365430706 100644 --- a/v1.1.2/getting-started/tutorials/01-vector-add.html +++ b/v1.1.2/getting-started/tutorials/01-vector-add.html @@ -324,13 +324,13 @@ for different problem sizes.

0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 -3 32768.0 63.999998 63.999998 +3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 341.333321 341.333321 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 -9 2097152.0 722.823517 702.171410 +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 @@ -339,7 +339,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 43.206 seconds)

+

Total running time of the script: ( 1 minutes 35.667 seconds)

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