From 11bcbd3d04ccefc616134cf261f18dba38314565 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Mon, 28 Feb 2022 00:41:59 +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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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 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 40.635 seconds) + **Total running time of the script:** ( 1 minutes 45.983 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 7926904a9..20028afe5 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 192.752942 + 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 .. ... ... ... ... - 93 12160.0 814.058574 406.179533 198.530610 - 94 12288.0 814.111783 415.661740 198.895304 - 95 12416.0 814.163950 412.149375 198.457532 - 96 12544.0 814.214963 412.971190 198.618504 - 97 12672.0 814.265046 411.679167 198.776477 + 93 12160.0 814.058574 405.755985 198.834951 + 94 12288.0 814.111783 415.661740 199.096718 + 95 12416.0 814.163950 411.722274 198.755369 + 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 21.561 seconds) + **Total running time of the script:** ( 3 minutes 22.256 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 28182621f..6fae87b75 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 2.978909 ... 3.276800 3.276800 - 1 384.0 7.372800 ... 7.899428 7.899428 - 2 512.0 14.563555 ... 16.384000 16.384000 + 0 256.0 2.978909 ... 3.276800 2.978909 + 1 384.0 7.372800 ... 8.507077 7.899428 + 2 512.0 14.563555 ... 16.384000 15.420235 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 51.150050 ... 52.428801 52.428801 + 6 1024.0 51.150050 ... 53.773130 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 ... 62.492442 62.061463 - 12 1792.0 72.512412 ... 72.047592 72.047592 - 13 1920.0 68.776119 ... 70.172588 69.818184 - 14 2048.0 73.262953 ... 76.608294 76.260072 - 15 2176.0 83.155572 ... 85.998493 85.269692 - 16 2304.0 68.446623 ... 76.319081 76.319081 - 17 2432.0 71.487187 ... 74.918570 84.621881 - 18 2560.0 77.833728 ... 81.108913 80.908642 - 19 2688.0 83.737433 ... 89.888756 89.676257 - 20 2816.0 82.290955 ... 82.916747 82.602666 - 21 2944.0 82.102191 ... 79.865439 82.921853 - 22 3072.0 81.355034 ... 87.516392 86.184329 - 23 3200.0 83.224970 ... 90.909090 89.260810 - 24 3328.0 80.798314 ... 83.226931 84.596116 - 25 3456.0 82.266905 ... 90.382926 90.994998 - 26 3584.0 84.111686 ... 92.600816 94.448944 - 27 3712.0 85.528545 ... 85.163978 88.170647 - 28 3840.0 80.197243 ... 86.197974 91.473945 - 29 3968.0 85.991957 ... 90.791620 85.093402 - 30 4096.0 92.852115 ... 82.493991 82.241256 + 10 1536.0 79.526831 ... 79.526831 78.643199 + 11 1664.0 62.929456 ... 62.492442 62.492442 + 12 1792.0 72.983276 ... 72.047592 72.047592 + 13 1920.0 69.467336 ... 70.172588 69.818184 + 14 2048.0 73.262953 ... 76.608294 76.608294 + 15 2176.0 83.500614 ... 86.367588 85.632545 + 16 2304.0 68.446623 ... 76.809875 76.809875 + 17 2432.0 71.396351 ... 83.614477 85.393507 + 18 2560.0 78.019048 ... 81.108913 80.709358 + 19 2688.0 83.737433 ... 89.676257 89.676257 + 20 2816.0 82.135981 ... 82.916747 82.916747 + 21 2944.0 82.237674 ... 82.237674 82.102191 + 22 3072.0 80.089253 ... 88.473602 88.335577 + 23 3200.0 83.116885 ... 95.238096 95.380032 + 24 3328.0 82.369902 ... 84.003845 84.200347 + 25 3456.0 80.220468 ... 86.503829 87.536988 + 26 3584.0 86.457107 ... 98.268190 98.268190 + 27 3712.0 80.757757 ... 87.783251 84.946722 + 28 3840.0 83.027026 ... 90.574940 84.613126 + 29 3968.0 87.976885 ... 85.212248 87.035620 + 30 4096.0 91.992956 ... 92.755862 86.092193 [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 0.809 seconds) + **Total running time of the script:** ( 6 minutes 2.552 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 7338e7590..9164abb9a 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 0.493 seconds) + **Total running time of the script:** ( 0 minutes 0.483 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 3b27be0b2..5a94641fa 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 1024.0 311.088617 98.303995 307.200008 - 1 1536.0 347.773587 134.050910 344.523365 - 2 2048.0 420.102553 161.684218 334.367350 - 3 2560.0 455.111129 181.775141 328.556154 - 4 3072.0 511.999982 192.501302 321.956335 - 5 3584.0 547.872604 208.271186 311.652167 - 6 4096.0 568.231237 220.412561 297.890900 - 7 4608.0 504.986315 233.316456 287.251954 - 8 5120.0 527.381977 242.845844 285.104413 - 9 5632.0 545.032265 243.545956 289.438969 - 10 6144.0 546.133354 248.661056 286.322318 - 11 6656.0 534.260858 256.000009 286.279570 - 12 7168.0 505.976473 260.654538 286.242939 - 13 7680.0 482.513091 262.564106 279.272719 - 14 8192.0 463.698115 267.493874 284.526763 - 15 8704.0 418.629245 267.815384 284.987724 - 16 9216.0 432.845409 272.394084 288.751954 - 17 9728.0 438.857162 280.446849 290.027323 - 18 10240.0 449.287041 286.767793 290.840246 - 19 10752.0 426.525614 247.172406 290.922209 - 20 11264.0 427.071098 245.760001 286.676558 - 21 11776.0 423.724129 249.888595 288.981596 - 22 12288.0 420.102570 254.673582 294.617366 - 23 12800.0 413.458944 253.674644 288.450715 - 24 13312.0 411.711355 252.759501 289.916513 - 25 13824.0 405.594132 257.390218 292.056329 - 26 14336.0 395.021816 254.297107 286.719986 - 27 14848.0 386.498925 257.665934 289.246765 - 28 15360.0 373.117425 257.970599 287.326580 - 29 15872.0 371.274849 261.806182 289.899545 + 0 1024.0 307.200008 99.902435 311.088617 + 1 1536.0 351.085717 133.083026 341.333333 + 2 2048.0 423.724127 159.067963 321.254900 + 3 2560.0 451.764698 182.857144 323.368411 + 4 3072.0 515.580429 191.501303 319.168834 + 5 3584.0 551.384634 208.271186 310.527060 + 6 4096.0 568.231237 220.412561 299.707322 + 7 4608.0 504.986315 232.825259 286.507772 + 8 5120.0 531.948056 244.294240 286.433562 + 9 5632.0 542.843364 244.869560 291.939522 + 10 6144.0 552.269672 251.631408 288.000001 + 11 6656.0 537.858601 255.590406 286.793541 + 12 7168.0 516.612607 254.485198 278.368936 + 13 7680.0 487.619051 266.743841 284.884090 + 14 8192.0 467.002371 257.003920 276.912679 + 15 8704.0 418.629245 267.815384 286.158893 + 16 9216.0 432.000001 273.404206 289.887291 + 17 9728.0 442.181815 280.615388 289.667485 + 18 10240.0 448.467168 287.102804 290.840246 + 19 10752.0 428.651173 246.464170 289.616170 + 20 11264.0 427.746848 246.432094 286.980888 + 21 11776.0 421.826879 249.888595 288.981596 + 22 12288.0 417.131525 254.893699 294.617366 + 23 12800.0 415.696898 253.674644 290.359162 + 24 13312.0 410.125805 252.559690 289.653667 + 25 13824.0 402.640783 257.190689 292.056329 + 26 14336.0 396.387109 255.240352 289.129416 + 27 14848.0 383.174202 257.293872 287.844912 + 28 15360.0 374.253788 258.513318 286.879376 + 29 15872.0 368.402336 262.347108 290.120338 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 12.386 seconds) + **Total running time of the script:** ( 2 minutes 11.369 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 6a63c36a7..0b0f5d66a 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 ================= -**13:15.884** total execution time for **getting-started_tutorials** files: +**13:22.642** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:00.809 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:02.552 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:21.561 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:22.256 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.386 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:11.369 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.635 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:45.983 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.493 | 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 | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 719b3824f..004842ed2 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -325,22 +325,22 @@ 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 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 40.635 seconds)

    +

    Total running time of the script: ( 1 minutes 45.983 seconds)