From 9bf9b2f3d809c9d23d283ba1d7aec281eefab3e1 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Wed, 27 Apr 2022 00:47:37 +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 34024 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55900 -> 55900 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 32929 -> 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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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 76.800002 + 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 @@ -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 41.030 seconds) + **Total running time of the script:** ( 1 minutes 49.234 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 f82c163ce..d42f75938 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 512.000001 190.511628 - 1 384.0 438.857137 585.142862 151.703707 - 2 512.0 481.882344 606.814814 154.566038 - 3 640.0 465.454542 640.000002 158.759699 - 4 768.0 463.698115 664.216187 162.754967 + 0 256.0 546.133347 512.000001 188.321838 + 1 384.0 585.142862 585.142862 151.703707 + 2 512.0 655.360017 606.814814 154.566038 + 3 640.0 682.666684 640.000002 158.759699 + 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 478.622374 405.333344 198.834951 - 94 12288.0 487.256521 415.661740 199.096718 - 95 12416.0 459.851851 411.722274 198.755369 - 96 12544.0 458.228323 412.971190 199.012395 - 97 12672.0 457.679461 412.097543 199.069228 + 93 12160.0 814.058574 405.755985 198.936606 + 94 12288.0 814.111783 415.442160 199.096718 + 95 12416.0 814.163950 411.296057 198.854847 + 96 12544.0 814.214963 412.971190 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 8.844 seconds) + **Total running time of the script:** ( 3 minutes 28.564 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 fe93e7d41..8df5a623c 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -463,32 +463,32 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we 2 512.0 14.563555 ... 15.420235 16.384000 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 35.389441 34.028308 - 5 896.0 37.971025 ... 40.140799 39.025776 - 6 1024.0 49.932191 ... 53.773130 52.428801 + 5 896.0 37.971025 ... 40.140799 40.140799 + 6 1024.0 49.932191 ... 53.773130 53.773130 7 1152.0 45.242181 ... 48.161033 47.396572 8 1280.0 51.200001 ... 57.690139 57.690139 - 9 1408.0 64.138541 ... 69.009825 67.305878 - 10 1536.0 79.526831 ... 79.526831 79.526831 - 11 1664.0 62.929456 ... 63.372618 62.929456 + 9 1408.0 64.138541 ... 68.147202 67.305878 + 10 1536.0 79.526831 ... 80.430545 80.430545 + 11 1664.0 63.372618 ... 63.372618 62.929456 12 1792.0 72.983276 ... 63.499573 63.142831 - 13 1920.0 68.776119 ... 71.626943 71.257735 - 14 2048.0 73.584279 ... 78.398206 78.033565 - 15 2176.0 83.500614 ... 87.115360 86.739860 - 16 2304.0 68.251065 ... 77.810656 77.558029 - 17 2432.0 71.125224 ... 75.726318 75.522751 - 18 2560.0 77.833728 ... 82.331658 81.920002 - 19 2688.0 83.737433 ... 90.532356 90.316801 - 20 2816.0 82.290955 ... 83.712490 84.197315 - 21 2944.0 82.646820 ... 81.967162 83.477440 - 22 3072.0 82.062468 ... 85.662786 89.030036 - 23 3200.0 84.210524 ... 97.116842 95.952022 - 24 3328.0 83.905938 ... 86.946008 86.736504 - 25 3456.0 79.196043 ... 86.689860 91.407671 - 26 3584.0 87.211821 ... 94.947616 97.840469 - 27 3712.0 85.896254 ... 83.005689 88.404730 - 28 3840.0 81.738356 ... 88.297007 91.473945 - 29 3968.0 88.040360 ... 92.093539 84.797731 - 30 4096.0 93.336389 ... 91.491294 88.185107 + 13 1920.0 68.776119 ... 71.257735 71.257735 + 14 2048.0 73.908442 ... 78.033565 77.672296 + 15 2176.0 83.155572 ... 87.115360 86.739860 + 16 2304.0 68.446623 ... 77.810656 77.810656 + 17 2432.0 71.487187 ... 75.522751 75.522751 + 18 2560.0 77.833728 ... 82.539044 82.125311 + 19 2688.0 84.295681 ... 90.102270 91.185232 + 20 2816.0 84.197315 ... 84.197315 83.712490 + 21 2944.0 82.373605 ... 82.509987 84.111450 + 22 3072.0 82.062468 ... 89.451983 87.651868 + 23 3200.0 80.910237 ... 96.822991 96.822991 + 24 3328.0 83.516586 ... 84.052885 83.130825 + 25 3456.0 82.604067 ... 86.970406 89.679166 + 26 3584.0 84.072363 ... 91.563533 98.699661 + 27 3712.0 85.822459 ... 84.017953 88.326564 + 28 3840.0 80.960466 ... 86.130841 91.549669 + 29 3968.0 90.825409 ... 91.643962 84.856701 + 30 4096.0 93.433852 ... 91.304576 90.443212 [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 27.164 seconds) + **Total running time of the script:** ( 6 minutes 55.735 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 5c5c5d5ad..e2cd892f5 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 0.325 seconds) + **Total running time of the script:** ( 0 minutes 0.326 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 3ff8b5b9c..2cf40dbcd 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 1024.0 114.306981 99.497980 315.076934 - 1 1536.0 117.776359 132.604320 341.333333 - 2 2048.0 124.751268 158.554837 321.254900 - 3 2560.0 119.766080 182.857144 325.079368 - 4 3072.0 123.912607 191.501303 319.168834 - 5 3584.0 126.308369 208.271186 309.410081 - 6 4096.0 130.549806 220.412561 298.796351 - 7 4608.0 105.325718 231.849059 285.767436 - 8 5120.0 108.647215 244.294240 286.433562 - 9 5632.0 109.803417 244.426754 291.310338 - 10 6144.0 111.878602 251.202731 286.879370 - 11 6656.0 112.733948 256.000009 286.793541 - 12 7168.0 114.917836 253.360829 277.470965 - 13 7680.0 115.128047 266.743841 284.444450 - 14 8192.0 115.583772 258.694729 277.303250 - 15 8704.0 93.928060 267.130429 286.158893 - 16 9216.0 96.650214 272.729961 289.129410 - 17 9728.0 97.564561 279.942444 288.950501 - 18 10240.0 100.024417 287.102804 290.153487 - 19 10752.0 100.997264 246.699797 289.941565 - 20 11264.0 102.985144 246.432094 287.897767 - 21 11776.0 103.373808 249.667843 289.573776 - 22 12288.0 106.007189 254.453844 294.029924 - 23 12800.0 105.967577 254.094291 290.084977 - 24 13312.0 107.138837 252.959629 289.391298 - 25 13824.0 107.370873 256.991469 292.056329 - 26 14336.0 109.157360 255.429842 288.160801 - 27 14848.0 109.461527 257.108233 288.544136 - 28 15360.0 110.669469 258.513318 288.225185 - 29 15872.0 110.960674 262.527914 290.562936 + 0 1024.0 361.411758 99.497980 315.076934 + 1 1536.0 405.098894 133.083026 344.523365 + 2 2048.0 496.484863 158.045011 332.108094 + 3 2560.0 458.507457 182.857144 328.556154 + 4 3072.0 519.211251 191.501303 316.429186 + 5 3584.0 554.941930 207.768111 310.527060 + 6 4096.0 558.545450 219.919464 297.890900 + 7 4608.0 500.416301 231.849059 289.507855 + 8 5120.0 527.381977 244.294240 289.811322 + 9 5632.0 542.843364 244.426754 291.310338 + 10 6144.0 550.208948 251.202731 288.000001 + 11 6656.0 536.053693 256.000009 286.793541 + 12 7168.0 513.528374 253.734520 277.470965 + 13 7680.0 486.332448 266.358392 284.884090 + 14 8192.0 467.002371 258.694729 277.694924 + 15 8704.0 414.476194 267.130429 286.158893 + 16 9216.0 427.822068 273.066667 289.507855 + 17 9728.0 439.683593 279.942444 288.950501 + 18 10240.0 445.217381 287.102804 289.811322 + 19 10752.0 431.518385 246.699797 289.941565 + 20 11264.0 427.071098 246.432094 288.204696 + 21 11776.0 421.198220 249.667843 289.573776 + 22 12288.0 414.784810 254.673582 294.617366 + 23 12800.0 411.796260 254.094291 288.450715 + 24 13312.0 410.125805 253.360814 289.391298 + 25 13824.0 403.620451 256.991469 292.056329 + 26 14336.0 397.761846 255.429842 288.402346 + 27 14848.0 383.586664 256.922861 288.310684 + 28 15360.0 379.649845 258.332158 288.902809 + 29 15872.0 372.363640 261.806182 289.899545 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 2.154 seconds) + **Total running time of the script:** ( 2 minutes 12.794 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 c27ac5805..dd372176e 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 ================= -**13:19.517** total execution time for **getting-started_tutorials** files: +**14:26.653** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:27.164 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:55.735 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:08.844 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.564 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:02.154 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.794 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:41.030 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:49.234 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.325 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.326 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 71ba2c42f..eba8b9cec 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -325,7 +325,7 @@ 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 76.800002 +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 @@ -340,7 +340,7 @@ for different problem sizes.

    15 134217728.0 849.737435 850.656574
    -

    Total running time of the script: ( 1 minutes 41.030 seconds)

    +

    Total running time of the script: ( 1 minutes 49.234 seconds)