From cb69ba73a9004cb18a6d8911317375508e16b08e Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Fri, 22 Apr 2022 00:44:52 +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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Pass `print_data=True` to see the p 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 702.171410 + 9 2097152.0 702.171410 702.171410 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -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 37.409 seconds) + **Total running time of the script:** ( 1 minutes 46.845 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 0fd832aae..2626f613d 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 - 1 384.0 585.142862 585.142862 153.600004 - 2 512.0 655.360017 606.814814 154.566038 - 3 640.0 682.666684 620.606056 160.000000 - 4 768.0 722.823517 664.216187 162.754967 + 0 256.0 512.000001 546.133347 190.511628 + 1 384.0 585.142862 558.545450 153.600004 + 2 512.0 655.360017 585.142849 153.121496 + 3 640.0 682.666684 620.606056 158.759699 + 4 768.0 722.823517 646.736871 162.754967 .. ... ... ... ... 93 12160.0 814.058574 405.755985 198.936606 - 94 12288.0 815.800825 415.661740 199.298541 - 95 12416.0 814.163950 411.722274 198.854847 - 96 12544.0 814.214963 412.546756 199.061730 - 97 12672.0 814.265046 412.097543 199.167004 + 94 12288.0 814.111783 415.222812 199.197579 + 95 12416.0 814.163950 411.296057 198.854847 + 96 12544.0 812.566838 412.546756 199.012395 + 97 12672.0 814.265046 412.516771 199.167004 [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 27.320 seconds) + **Total running time of the script:** ( 3 minutes 29.190 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 2fd2fbd86..c176a8a82 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 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 7.899428 7.899428 - 2 512.0 14.563555 ... 15.420235 16.384000 + 1 384.0 7.372800 ... 8.507077 8.507077 + 2 512.0 14.563555 ... 15.420235 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 37.971025 ... 41.321411 40.140799 + 5 896.0 37.971025 ... 40.140799 40.140799 6 1024.0 49.932191 ... 53.773130 52.428801 - 7 1152.0 44.566925 ... 48.161033 47.396572 + 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 68.147202 10 1536.0 80.430545 ... 80.430545 79.526831 - 11 1664.0 62.929456 ... 63.372618 62.929456 - 12 1792.0 72.983276 ... 63.499573 62.790080 - 13 1920.0 69.120002 ... 71.626943 70.892307 - 14 2048.0 73.262953 ... 78.033565 78.033565 - 15 2176.0 83.155572 ... 87.115360 86.739860 - 16 2304.0 68.446623 ... 77.558029 77.307030 - 17 2432.0 71.125224 ... 75.726318 74.918570 - 18 2560.0 77.833728 ... 82.331658 81.715711 - 19 2688.0 83.369354 ... 91.404957 91.185232 - 20 2816.0 79.733474 ... 83.873477 83.392363 - 21 2944.0 82.102191 ... 83.758038 84.182483 - 22 3072.0 81.296638 ... 88.473602 87.516392 - 23 3200.0 79.750779 ... 96.168294 95.952022 - 24 3328.0 82.939284 ... 86.528001 85.602017 - 25 3456.0 82.688790 ... 92.455926 86.689860 - 26 3584.0 86.291162 ... 88.152348 94.250936 - 27 3712.0 85.675250 ... 87.706180 87.246590 - 28 3840.0 81.079177 ... 86.875096 91.398346 - 29 3968.0 87.035620 ... 89.525997 84.917596 - 30 4096.0 88.243079 ... 85.161847 91.616198 + 11 1664.0 62.929456 ... 62.929456 62.929456 + 12 1792.0 72.983276 ... 63.142831 63.142831 + 13 1920.0 68.776119 ... 71.257735 71.257735 + 14 2048.0 73.584279 ... 78.398206 78.033565 + 15 2176.0 82.813365 ... 86.739860 86.367588 + 16 2304.0 68.251065 ... 77.558029 77.307030 + 17 2432.0 71.125224 ... 75.726318 75.522751 + 18 2560.0 77.283019 ... 82.331658 82.125311 + 19 2688.0 83.552988 ... 91.185232 90.748936 + 20 2816.0 79.443003 ... 83.792906 83.552120 + 21 2944.0 82.237674 ... 84.040530 83.899046 + 22 3072.0 81.589488 ... 85.598037 89.451983 + 23 3200.0 84.432717 ... 88.520058 95.952022 + 24 3328.0 81.854799 ... 85.703924 82.275764 + 25 3456.0 80.220468 ... 92.244355 87.632137 + 26 3584.0 83.101104 ... 91.284657 94.250936 + 27 3712.0 85.675250 ... 82.902362 87.552452 + 28 3840.0 81.079177 ... 87.493673 91.625518 + 29 3968.0 87.035620 ... 90.388098 84.915752 + 30 4096.0 91.366730 ... 83.208386 90.626421 [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 2.101 seconds) + **Total running time of the script:** ( 6 minutes 21.623 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 8c652cdd2..f0aa2598c 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 0.013 seconds) + **Total running time of the script:** ( 0 minutes 0.011 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 b529603a8..eac16cabd 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 1024.0 356.173905 98.303995 296.096389 - 1 1536.0 409.599994 132.604320 341.333333 - 2 2048.0 491.520012 161.684218 336.657521 + 0 1024.0 356.173905 97.912354 303.407414 + 1 1536.0 405.098894 135.032961 341.333333 + 2 2048.0 486.653476 161.684218 336.657521 3 2560.0 461.954908 182.857144 330.322572 - 4 3072.0 519.211251 191.501303 319.168834 - 5 3584.0 558.545477 207.768111 310.527060 - 6 4096.0 564.965515 220.907859 298.796351 - 7 4608.0 502.690905 232.825259 288.751954 - 8 5120.0 529.655159 243.326731 285.767451 - 9 5632.0 545.032265 242.236559 290.060087 - 10 6144.0 550.208948 251.202731 288.563606 - 11 6656.0 530.710976 255.182111 285.257135 - 12 7168.0 512.000004 251.877006 276.134819 - 13 7680.0 483.779539 263.690977 276.756754 - 14 8192.0 465.895721 267.130429 278.876591 - 15 8704.0 414.476194 266.448988 283.440968 - 16 9216.0 428.651187 270.396088 287.625496 - 17 9728.0 438.445087 281.630872 289.667485 - 18 10240.0 444.412281 286.433562 288.112552 - 19 10752.0 427.940303 246.699797 290.267711 - 20 11264.0 427.071098 243.985547 284.564206 - 21 11776.0 421.826879 249.447482 288.981596 - 22 12288.0 418.314886 254.015505 294.323369 - 23 12800.0 413.458944 253.256381 289.538159 - 24 13312.0 409.075539 252.559690 290.443638 - 25 13824.0 403.620451 257.590056 292.056329 - 26 14336.0 400.074432 255.051144 288.160801 - 27 14848.0 384.414233 257.665934 289.717061 - 28 15360.0 378.092318 259.971797 288.225185 - 29 15872.0 370.913333 262.166551 290.562936 + 4 3072.0 519.211251 190.511624 319.168834 + 5 3584.0 554.941930 207.267476 308.301075 + 6 4096.0 564.965515 219.919464 297.890900 + 7 4608.0 500.416301 232.825259 287.999990 + 8 5120.0 527.381977 241.889751 285.104413 + 9 5632.0 538.517949 242.236559 288.820505 + 10 6144.0 546.133354 250.775512 288.000001 + 11 6656.0 532.479975 254.775119 284.748652 + 12 7168.0 505.976473 255.240352 279.272738 + 13 7680.0 485.052616 264.447629 281.404588 + 14 8192.0 464.794337 266.406514 282.077471 + 15 8704.0 415.300208 262.762264 280.397305 + 16 9216.0 428.651187 270.727053 287.065546 + 17 9728.0 437.213490 279.942444 287.527089 + 18 10240.0 442.810829 285.104413 289.469963 + 19 10752.0 425.821771 248.123076 292.571421 + 20 11264.0 427.071098 243.545956 282.778242 + 21 11776.0 423.724129 248.569911 287.511689 + 22 12288.0 417.131525 253.578674 294.323369 + 23 12800.0 412.903215 254.726371 292.015215 + 24 13312.0 408.030638 253.561895 292.036577 + 25 13824.0 404.112047 256.991469 291.799461 + 26 14336.0 393.215988 252.988236 284.585606 + 27 14848.0 381.533186 256.552919 288.077610 + 28 15360.0 377.318326 260.338991 290.267715 + 29 15872.0 369.832994 262.708969 290.341468 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 14.528 seconds) + **Total running time of the script:** ( 2 minutes 14.604 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 0b2b55de4..c70a4fa71 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 ================= -**13:21.371** total execution time for **getting-started_tutorials** files: +**13:52.274** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:02.101 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:21.623 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.320 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:29.190 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.528 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.604 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:37.409 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.845 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.013 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.011 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index e835e2b4e..1109476c0 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -331,7 +331,7 @@ for different problem sizes.

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 702.171410 +9 2097152.0 702.171410 702.171410 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -340,7 +340,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 37.409 seconds)

+

Total running time of the script: ( 1 minutes 46.845 seconds)