From 5bffdf9c89c96882a07360000b02ba2f68db7be4 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Wed, 9 Feb 2022 10:00:38 +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 -> 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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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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z07j@=l-TXlwY!v0QO0zvTAe20#lvP~+Tv2!N=HpKQZl#zDES~w=oM|XqdaN}cN6#G z;UYQ$^_Q3#OBZVTBq z?m@Q}l!4*34t-!Mijh?Dayj6aaSisY?bI9?Gg&3S18(QVIkmNq`NHWvjQ^aMpI^$Y zqj%M{=6>r{pH5y843e(W5$RMBr*rZ3og;xHSeTg|g@iCJ!BNLe#6qx?Edkx2KB-hX z%xZDG9t9wTkMJ5~`}g;G)eGVZ@jbDpKzzD#pdtm_A|9>jnh$)>r)ss@4q$}6y?uAW z{e$Yih682+6Im_aTd!Oh{GcKp`MtodAe(DiK2!ob*Q`*?)+s^hrpr?~`lpoPX`jkYd4lAaol^3;M^V zPd4$>BX@Lhv{y>knT67HxO>ko`>ji_O#kYHMV;!+nKS>?-%-p)U_oZDPn7TOnF{zz q>{7KSvnn^M+5h*}{wHT}VoEugKUnH8-H?n#$@Z<@TdukUANvo-lI2DK diff --git a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt index 9bf7322f7..ffa0135a5 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -235,10 +235,10 @@ 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 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 262144.0 384.000001 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 @@ -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 42.537 seconds) + **Total running time of the script:** ( 1 minutes 36.291 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 5d9c1a595..72538824e 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 190.511628 - 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 190.511628 + 1 384.0 585.142862 585.142862 153.600004 + 2 512.0 655.360017 585.142849 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 198.733401 + 93 12160.0 814.058574 405.755985 198.936606 94 12288.0 814.111783 415.661740 198.995960 - 95 12416.0 814.163950 412.149375 198.556711 - 96 12544.0 814.214963 412.971190 198.815254 - 97 12672.0 814.265046 412.097543 198.873965 + 95 12416.0 814.163950 411.722274 198.755369 + 96 12544.0 814.214963 412.971190 198.913776 + 97 12672.0 814.265046 412.516771 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 22.066 seconds) + **Total running time of the script:** ( 3 minutes 20.551 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 0673f8bf1..274413ded 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 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 7.899428 + 0 256.0 2.978909 ... 2.978909 3.276800 + 1 384.0 7.372800 ... 8.507077 8.507077 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 ... 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 80.430545 ... 79.526831 78.643199 + 10 1536.0 80.430545 ... 79.526831 79.526831 11 1664.0 62.929456 ... 62.492442 62.061463 - 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 76.608294 - 15 2176.0 83.500614 ... 85.998493 85.998493 - 16 2304.0 68.446623 ... 76.563695 76.319081 - 17 2432.0 71.305746 ... 74.521127 85.134737 - 18 2560.0 78.019048 ... 80.908642 81.108913 - 19 2688.0 82.823267 ... 89.888756 89.464755 - 20 2816.0 83.233226 ... 82.916747 82.759409 - 21 2944.0 81.967162 ... 82.509987 82.237674 - 22 3072.0 82.181572 ... 88.197981 87.651868 - 23 3200.0 84.099871 ... 93.567248 94.674553 - 24 3328.0 79.901550 ... 84.945483 84.496824 - 25 3456.0 81.600781 ... 91.511426 84.775569 - 26 3584.0 83.798127 ... 86.542919 95.148565 - 27 3712.0 81.615477 ... 88.640059 82.017526 - 28 3840.0 84.744825 ... 91.777595 85.399230 - 29 3968.0 92.024087 ... 84.183469 89.558851 - 30 4096.0 86.424811 ... 87.438257 91.992956 + 12 1792.0 72.512412 ... 72.047592 72.047592 + 13 1920.0 69.120002 ... 70.172588 70.530615 + 14 2048.0 73.584279 ... 76.959706 76.608294 + 15 2176.0 83.155572 ... 86.367588 85.269692 + 16 2304.0 68.446623 ... 77.057651 76.076024 + 17 2432.0 71.305746 ... 84.367759 85.134737 + 18 2560.0 78.019048 ... 80.908642 80.709358 + 19 2688.0 83.369354 ... 89.676257 89.254248 + 20 2816.0 79.733474 ... 83.392363 83.233226 + 21 2944.0 81.967162 ... 82.237674 82.102191 + 22 3072.0 81.825298 ... 88.612060 88.473602 + 23 3200.0 84.880639 ... 95.096582 95.096582 + 24 3328.0 83.808259 ... 84.101981 83.905938 + 25 3456.0 78.655188 ... 85.950501 88.400840 + 26 3584.0 87.296493 ... 97.628001 98.268190 + 27 3712.0 80.757757 ... 88.326564 85.822459 + 28 3840.0 83.027026 ... 91.059692 84.613126 + 29 3968.0 90.724116 ... 87.347124 90.791620 + 30 4096.0 86.313653 ... 86.424811 91.056800 [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 4.559 seconds) + **Total running time of the script:** ( 5 minutes 56.072 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..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 0.480 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 28e5d273d..e4e1c213f 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 307.200008 - 1 1536.0 347.773587 134.050910 341.333333 - 2 2048.0 420.102553 161.684218 325.509933 - 3 2560.0 458.507457 181.238943 326.808501 - 4 3072.0 511.999982 191.999993 317.793096 - 5 3584.0 547.872604 208.271186 310.527060 - 6 4096.0 564.965515 220.412561 294.323343 - 7 4608.0 504.986315 232.825259 290.267724 - 8 5120.0 527.381977 242.845844 287.775181 - 9 5632.0 542.843364 243.545956 288.820505 - 10 6144.0 546.133354 248.661056 285.767458 - 11 6656.0 532.479975 256.000009 285.767438 - 12 7168.0 507.469040 260.260201 286.242939 - 13 7680.0 479.999983 262.564106 279.272719 - 14 8192.0 462.607053 267.130429 284.526763 - 15 8704.0 417.791980 267.815384 284.599455 - 16 9216.0 431.157889 272.394084 288.751954 - 17 9728.0 438.857162 280.278512 290.027323 - 18 10240.0 449.287041 286.433562 290.153487 - 19 10752.0 427.231788 246.935876 290.594591 - 20 11264.0 426.397479 245.760001 286.676558 - 21 11776.0 423.089806 249.888595 288.981596 - 22 12288.0 419.504980 254.673582 294.323369 - 23 12800.0 414.016170 253.674644 288.180121 - 24 13312.0 411.181478 252.959629 289.916513 - 25 13824.0 404.112047 257.190689 292.056329 - 26 14336.0 393.215988 254.485198 286.719986 - 27 14848.0 385.245405 257.665934 289.012175 - 28 15360.0 373.495460 257.970599 286.211174 - 29 15872.0 371.637071 261.626369 289.899545 + 0 1024.0 307.200008 99.902435 307.200008 + 1 1536.0 351.085717 135.032961 341.333333 + 2 2048.0 420.102553 162.754967 327.679984 + 3 2560.0 458.507457 182.857144 330.322572 + 4 3072.0 515.580429 191.501303 319.168834 + 5 3584.0 547.872604 207.768111 311.652167 + 6 4096.0 568.231237 221.905193 301.546004 + 7 4608.0 504.986315 232.336141 287.999990 + 8 5120.0 531.948056 242.366855 285.104413 + 9 5632.0 538.517949 243.545956 290.683877 + 10 6144.0 546.133354 250.349744 288.000001 + 11 6656.0 536.053693 256.000009 286.279570 + 12 7168.0 510.480705 252.988236 277.024148 + 13 7680.0 482.513091 267.130429 284.444450 + 14 8192.0 463.698115 269.326017 282.482757 + 15 8704.0 417.791980 264.425310 282.673891 + 16 9216.0 431.157889 274.762727 291.031570 + 17 9728.0 439.683593 281.630872 290.027323 + 18 10240.0 446.025405 286.100109 289.811322 + 19 10752.0 425.120247 246.935876 289.941565 + 20 11264.0 425.056596 243.765566 283.371073 + 21 11776.0 423.089806 249.888595 289.129414 + 22 12288.0 421.302872 254.673582 295.207195 + 23 12800.0 414.574901 254.515329 290.909089 + 24 13312.0 414.381327 253.561895 289.129403 + 25 13824.0 406.090579 257.790206 293.088338 + 26 14336.0 394.116833 256.381525 290.349381 + 27 14848.0 385.245405 255.999999 287.844912 + 28 15360.0 376.932517 262.751252 291.184839 + 29 15872.0 370.913333 262.166551 291.118085 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 12.003 seconds) + **Total running time of the script:** ( 2 minutes 11.560 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 7319b7b50..1ba9d7fcf 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 ================= -**13:21.645** total execution time for **getting-started_tutorials** files: +**13:04.956** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:04.559 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:56.072 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:22.066 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:20.551 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.003 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:11.560 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:42.537 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:36.291 | 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``) | 00:00.482 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 3f3d163e2..d0cd987c7 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 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 262144.0 384.000001 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 @@ -340,7 +340,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 42.537 seconds)

+

Total running time of the script: ( 1 minutes 36.291 seconds)