From 80b92a0d2d41f3f8b7340e2e4573d008e9e3f961 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Thu, 3 Mar 2022 00:42:21 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 96603 -> 96603 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 27862 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55897 -> 55897 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 32932 -> 32932 bytes .../getting-started/tutorials/index.doctree | Bin 15854 -> 15854 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes master/.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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      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

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      Total running time of the script: ( 0 minutes 0.482 seconds)

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Pass `print_data=True` to see the p 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 384.000001 + 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 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 842.004273 + 13 33554432.0 842.004273 843.811163 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 44.385 seconds) + **Total running time of the script:** ( 1 minutes 42.600 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 2a3112f2c..9326cf35a 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -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 188.321838 + 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 154.566038 - 3 640.0 706.206879 640.000002 160.000000 - 4 768.0 722.823517 664.216187 163.839992 + 3 640.0 706.206879 640.000002 158.759699 + 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 814.058574 405.755985 198.936606 + 93 12160.0 814.058574 406.179533 198.834951 94 12288.0 814.111783 415.661740 199.096718 - 95 12416.0 814.163950 411.296057 198.755369 + 95 12416.0 814.163950 412.149375 198.655991 96 12544.0 814.214963 412.971190 198.913776 - 97 12672.0 814.265046 412.097543 199.069228 + 97 12672.0 814.265046 411.679167 198.971549 [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 23.498 seconds) + **Total running time of the script:** ( 3 minutes 19.345 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index bbfc3c9c2..020e790a7 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -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 ... 7.899428 7.899428 - 2 512.0 14.563555 ... 15.420235 15.420235 + 1 384.0 7.372800 ... 8.507077 7.899428 + 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 - 6 1024.0 49.932191 ... 52.428801 51.150050 + 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 ... 62.929456 62.492442 - 12 1792.0 72.983276 ... 72.047592 72.047592 - 13 1920.0 68.776119 ... 70.172588 69.818184 + 11 1664.0 62.929456 ... 62.492442 61.636381 + 12 1792.0 72.512412 ... 72.512412 72.047592 + 13 1920.0 69.467336 ... 70.172588 69.818184 14 2048.0 73.262953 ... 76.608294 76.608294 - 15 2176.0 83.155572 ... 85.998493 85.632545 - 16 2304.0 68.251065 ... 76.809875 76.809875 - 17 2432.0 71.305746 ... 85.393507 85.393507 - 18 2560.0 77.283019 ... 80.908642 81.108913 - 19 2688.0 83.369354 ... 90.532356 89.464755 - 20 2816.0 83.873477 ... 83.233226 83.392363 - 21 2944.0 82.034625 ... 82.373605 82.373605 - 22 3072.0 82.062468 ... 88.890270 86.712254 - 23 3200.0 81.632656 ... 94.955488 95.380032 - 24 3328.0 83.034941 ... 84.200347 84.695641 - 25 3456.0 81.766291 ... 90.586029 91.097818 - 26 3584.0 85.879071 ... 92.600816 95.451583 - 27 3712.0 85.601834 ... 89.835744 91.606915 - 28 3840.0 84.679936 ... 85.996889 83.718392 - 29 3968.0 92.864488 ... 85.034103 90.859224 - 30 4096.0 85.818678 ... 84.947927 91.056800 + 15 2176.0 83.500614 ... 85.998493 85.632545 + 16 2304.0 68.643310 ... 77.057651 76.319081 + 17 2432.0 71.305746 ... 85.393507 85.134737 + 18 2560.0 78.019048 ... 80.709358 81.108913 + 19 2688.0 83.004501 ... 89.464755 89.254248 + 20 2816.0 80.767055 ... 83.552120 82.602666 + 21 2944.0 81.298583 ... 82.237674 81.967162 + 22 3072.0 81.707223 ... 88.473602 87.516392 + 23 3200.0 84.377059 ... 94.955488 94.674553 + 24 3328.0 83.034941 ... 84.695641 83.905938 + 25 3456.0 81.108217 ... 85.133652 81.029251 + 26 3584.0 86.623693 ... 98.483450 98.160909 + 27 3712.0 81.682211 ... 88.404730 84.017953 + 28 3840.0 82.592983 ... 92.006659 85.169042 + 29 3968.0 90.791620 ... 86.236000 90.522206 + 30 4096.0 86.369197 ... 85.001726 91.304576 [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 8.116 seconds) + **Total running time of the script:** ( 6 minutes 0.645 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index 9164abb9a..da96d2c09 100644 --- a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -240,7 +240,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.483 seconds) + **Total running time of the script:** ( 0 minutes 0.482 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt index 5ea430e3a..58bd93a57 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,36 +38,36 @@ Layer Normalization layer-norm-backward: N Triton Torch Apex - 0 1024.0 307.200008 99.497980 307.200008 - 1 1536.0 347.773587 133.083026 338.201833 - 2 2048.0 423.724127 159.067963 321.254900 - 3 2560.0 451.764698 183.402991 330.322572 - 4 3072.0 508.468972 193.005236 315.076914 - 5 3584.0 547.872604 208.271186 308.301075 - 6 4096.0 564.965515 220.412561 301.546004 + 0 1024.0 311.088617 98.303995 303.407414 + 1 1536.0 347.773587 134.050910 341.333333 + 2 2048.0 420.102553 161.684218 325.509933 + 3 2560.0 455.111129 181.238943 326.808501 + 4 3072.0 511.999982 191.999993 317.793096 + 5 3584.0 547.872604 207.768111 310.527060 + 6 4096.0 564.965515 219.919464 295.207204 7 4608.0 504.986315 232.825259 291.799469 - 8 5120.0 529.655159 240.941184 285.767451 - 9 5632.0 547.238891 241.371422 288.820505 - 10 6144.0 552.269672 249.502530 286.879370 - 11 6656.0 536.053693 254.369423 284.242007 - 12 7168.0 515.065851 252.616738 276.134819 - 13 7680.0 486.332448 263.314295 280.547947 - 14 8192.0 463.698115 263.196793 280.467910 - 15 8704.0 416.958106 265.096445 283.440968 - 16 9216.0 431.157889 271.724806 287.625496 - 17 9728.0 441.345926 280.615388 288.593329 - 18 10240.0 446.836366 285.767451 289.469963 - 19 10752.0 429.364408 246.464170 289.941565 - 20 11264.0 423.724120 244.869560 284.864065 - 21 11776.0 421.826879 250.109737 289.573776 - 22 12288.0 419.504980 253.796902 294.323369 - 23 12800.0 415.696898 253.256381 287.640454 - 24 13312.0 409.599999 253.160074 290.707920 - 25 13824.0 405.098897 256.593977 291.799461 - 26 14336.0 397.761846 254.673567 287.438588 - 27 14848.0 381.942121 256.922861 287.612590 - 28 15360.0 376.932517 259.971797 288.676598 - 29 15872.0 367.691129 264.717162 292.796308 + 8 5120.0 527.381977 242.845844 288.450695 + 9 5632.0 542.843364 243.107920 288.820505 + 10 6144.0 546.133354 248.661056 286.879370 + 11 6656.0 532.479975 256.000009 285.767438 + 12 7168.0 505.976473 260.654538 286.242939 + 13 7680.0 481.253256 262.190612 278.429013 + 14 8192.0 463.698115 267.130429 284.939124 + 15 8704.0 417.791980 267.815384 284.987724 + 16 9216.0 432.845409 272.394084 288.751954 + 17 9728.0 439.683593 280.278512 289.667485 + 18 10240.0 448.467168 286.433562 290.153487 + 19 10752.0 425.821771 247.172406 290.922209 + 20 11264.0 427.071098 245.760001 286.676558 + 21 11776.0 423.724129 249.667843 288.981596 + 22 12288.0 419.504980 254.673582 294.323369 + 23 12800.0 413.458944 253.674644 288.180121 + 24 13312.0 412.242569 252.859526 289.916513 + 25 13824.0 405.594132 257.190689 292.056329 + 26 14336.0 394.568805 254.297107 286.719986 + 27 14848.0 386.498925 257.665934 289.246765 + 28 15360.0 373.117425 257.970599 286.211174 + 29 15872.0 371.274849 261.806182 289.899545 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 11.911 seconds) + **Total running time of the script:** ( 2 minutes 12.550 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 668b1049a..f0856eb7b 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,16 +5,16 @@ Computation times ================= -**13:28.393** total execution time for **getting-started_tutorials** files: +**13:15.622** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:08.116 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:00.645 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:23.498 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:19.345 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:11.911 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.550 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.385 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:42.600 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.483 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.482 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 1f3828215..f17f0ceb1 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -328,19 +328,19 @@ for different problem sizes.

      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 384.000001 +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 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 842.004273 +13 33554432.0 842.004273 843.811163 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 -

      Total running time of the script: ( 1 minutes 44.385 seconds)

      +

      Total running time of the script: ( 1 minutes 42.600 seconds)

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