From 2f5658c61ff02f4b448e99336da334e5a21b266d Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sat, 12 Feb 2022 00:39:34 +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 55900 -> 55900 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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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 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 - 6 262144.0 341.333321 341.333321 + 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 @@ -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 40.155 seconds) + **Total running time of the script:** ( 1 minutes 38.414 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 e19cdca94..2b725e2d8 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 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 162.754967 + 0 256.0 546.133347 546.133347 186.181817 + 1 384.0 585.142862 585.142862 151.703707 + 2 512.0 655.360017 606.814814 156.038096 + 3 640.0 682.666684 640.000002 160.000000 + 4 768.0 722.823517 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 814.058574 406.179533 198.936606 - 94 12288.0 814.111783 415.222812 199.197579 - 95 12416.0 814.163950 412.149375 198.755369 - 96 12544.0 814.214963 412.546756 199.012395 - 97 12672.0 814.265046 411.679167 199.069228 + 93 12160.0 814.058574 405.755985 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 198.864492 + 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 20.786 seconds) + **Total running time of the script:** ( 3 minutes 19.681 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 7ff3f5e10..155b67175 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -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 2.730667 ... 3.276800 2.978909 + 0 256.0 2.978909 ... 2.978909 2.978909 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 + 3 640.0 23.272727 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 39.025776 ... 39.025776 39.025776 + 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 56.888887 9 1408.0 64.138541 ... 67.305878 66.485074 - 10 1536.0 79.526831 ... 79.526831 79.526831 - 11 1664.0 62.929456 ... 62.492442 62.061463 - 12 1792.0 72.983276 ... 72.047592 72.047592 - 13 1920.0 68.776119 ... 70.172588 70.172588 - 14 2048.0 73.262953 ... 76.608294 76.260072 - 15 2176.0 83.155572 ... 85.998493 85.632545 - 16 2304.0 68.643310 ... 76.319081 75.834511 - 17 2432.0 71.125224 ... 74.521127 84.621881 - 18 2560.0 77.833728 ... 81.108913 81.108913 - 19 2688.0 83.186525 ... 89.888756 89.464755 - 20 2816.0 83.074685 ... 82.916747 81.293956 - 21 2944.0 81.967162 ... 82.237674 81.298583 - 22 3072.0 81.238312 ... 88.612060 88.890270 - 23 3200.0 84.656085 ... 95.665176 94.674553 - 24 3328.0 83.468170 ... 82.843841 84.695641 - 25 3456.0 81.683457 ... 90.281712 90.994998 - 26 3584.0 84.986191 ... 87.296493 95.047985 - 27 3712.0 82.355598 ... 88.718781 83.040189 - 28 3840.0 84.228485 ... 91.701494 85.465227 - 29 3968.0 91.062642 ... 85.271796 89.394823 - 30 4096.0 87.352901 ... 88.011627 87.154371 + 10 1536.0 80.430545 ... 79.526831 78.643199 + 11 1664.0 62.929456 ... 62.492442 62.492442 + 12 1792.0 72.512412 ... 72.047592 72.047592 + 13 1920.0 68.776119 ... 70.172588 70.530615 + 14 2048.0 73.584279 ... 76.608294 76.608294 + 15 2176.0 83.500614 ... 86.367588 85.998493 + 16 2304.0 68.643310 ... 76.809875 76.563695 + 17 2432.0 71.487187 ... 74.719317 84.621881 + 18 2560.0 77.283019 ... 81.108913 81.108913 + 19 2688.0 83.369354 ... 89.464755 89.676257 + 20 2816.0 81.981598 ... 83.392363 82.916747 + 21 2944.0 81.967162 ... 81.034195 81.832567 + 22 3072.0 82.301023 ... 87.924073 88.612060 + 23 3200.0 78.816219 ... 94.814812 95.380032 + 24 3328.0 84.101981 ... 82.275764 85.500351 + 25 3456.0 81.849303 ... 83.893412 90.281712 + 26 3584.0 87.211821 ... 98.537414 90.367227 + 27 3712.0 80.627396 ... 87.132441 87.018592 + 28 3840.0 84.940091 ... 92.236860 84.548438 + 29 3968.0 92.302520 ... 84.154440 90.724116 + 30 4096.0 86.478753 ... 90.169784 87.097813 [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:** ( 5 minutes 55.972 seconds) + **Total running time of the script:** ( 5 minutes 57.081 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 edf37f86f..71e5eb542 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 0.480 seconds) + **Total running time of the script:** ( 0 minutes 0.497 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 adf400c15..f4f7ff57d 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 98.303995 303.407414 + 0 1024.0 307.200008 97.912354 303.407414 1 1536.0 347.773587 134.540150 341.333333 2 2048.0 420.102553 161.684218 323.368435 - 3 2560.0 455.111129 181.775141 325.079368 - 4 3072.0 511.999982 192.501302 319.168834 - 5 3584.0 547.872604 208.271186 311.652167 - 6 4096.0 568.231237 220.412561 299.707322 - 7 4608.0 504.986315 232.825259 286.507772 - 8 5120.0 527.381977 242.845844 284.444444 - 9 5632.0 542.843364 243.545956 289.438969 - 10 6144.0 546.133354 248.661056 286.322318 - 11 6656.0 534.260858 256.000009 285.767438 - 12 7168.0 507.469040 260.260201 285.767449 - 13 7680.0 479.999983 262.564106 279.272719 - 14 8192.0 462.607053 267.493874 284.526763 - 15 8704.0 417.791980 267.815384 284.987724 - 16 9216.0 431.157889 272.059034 288.751954 - 17 9728.0 438.857162 280.278512 290.027323 - 18 10240.0 449.287041 286.767793 290.496460 - 19 10752.0 426.525614 247.172406 290.594591 - 20 11264.0 426.397479 245.536784 286.676558 - 21 11776.0 423.089806 249.667843 288.981596 - 22 12288.0 419.504980 254.673582 294.029924 - 23 12800.0 414.016170 253.674644 289.538159 - 24 13312.0 411.181478 252.559690 289.916513 - 25 13824.0 404.604870 257.390218 292.056329 - 26 14336.0 393.665895 254.297107 286.959121 - 27 14848.0 385.245405 257.665934 289.481735 - 28 15360.0 373.495460 257.970599 287.102804 - 29 15872.0 371.637071 261.626369 289.899545 + 3 2560.0 458.507457 181.238943 330.322572 + 4 3072.0 511.999982 192.501302 320.556515 + 5 3584.0 547.872604 208.271186 312.785456 + 6 4096.0 568.231237 220.907859 300.623865 + 7 4608.0 507.302750 232.825259 287.999990 + 8 5120.0 527.381977 242.845844 285.104413 + 9 5632.0 540.671974 241.371422 288.204696 + 10 6144.0 548.163546 250.349744 287.438593 + 11 6656.0 534.260858 256.000009 286.279570 + 12 7168.0 512.000004 255.240352 280.182402 + 13 7680.0 485.052616 263.690977 277.172933 + 14 8192.0 463.698115 268.223740 281.673345 + 15 8704.0 418.629245 266.109560 282.291896 + 16 9216.0 432.845409 272.394084 288.375482 + 17 9728.0 439.683593 278.606213 287.173424 + 18 10240.0 446.025405 286.767793 288.112552 + 19 10752.0 423.724151 244.827326 288.321786 + 20 11264.0 426.397479 245.983625 287.285864 + 21 11776.0 421.198220 247.807112 287.219500 + 22 12288.0 420.701865 254.453844 294.911986 + 23 12800.0 413.458944 252.009851 287.910035 + 24 13312.0 411.181478 253.763296 290.972683 + 25 13824.0 403.620451 258.191439 292.829653 + 26 14336.0 394.116833 255.240352 289.372589 + 27 14848.0 385.245405 256.552919 289.952797 + 28 15360.0 379.649845 262.751252 289.811315 + 29 15872.0 370.913333 261.806182 289.899545 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 11.400 seconds) + **Total running time of the script:** ( 2 minutes 12.137 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 da43d7b5a..1f28e7022 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 ================= -**13:08.793** total execution time for **getting-started_tutorials** files: +**13:07.810** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:55.972 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:57.081 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:20.786 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:19.681 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:11.400 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.137 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.155 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:38.414 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.480 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.497 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 1687e0d43..d7d9359df 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -325,10 +325,10 @@ 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 76.800002 76.800002 +3 32768.0 63.999998 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 -6 262144.0 341.333321 341.333321 +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 @@ -340,7 +340,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 40.155 seconds)

+

Total running time of the script: ( 1 minutes 38.414 seconds)

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