From 37abd97851f9eb9cea8529680f50998c95d22095 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sat, 25 Jun 2022 00:46:57 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 99674 -> 99674 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 55891 -> 55891 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 34688 -> 34688 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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zP_QzEu52PY&vN%VVhroF8tU9jT~hyR6C0R_zJPN6=sB!a0Z%+DoT7hxPrl%}73AlX zK6Df~DoPOZNIMJ`o99jW0pV6QB*GJOQG;gH*^sJ9=VZ^Ty1MM9YQLa|d!Z>FT@Gy@ zD2FX0O#mJaaRLfK-3QrKIQ7yz;I#wUCy-eJM7N=7j1fZVE_OC 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 b94af034d..84dc23de3 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -241,11 +241,11 @@ We can now run the decorated function above. 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 2097152.0 702.171410 702.171410 + 9 2097152.0 722.823517 702.171410 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 44.788 seconds) + **Total running time of the script:** ( 1 minutes 40.669 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 c087aa55a..21a055c9a 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 186.181817 + 0 256.0 546.133347 512.000001 190.511628 1 384.0 614.400016 585.142862 153.600004 2 512.0 655.360017 585.142849 154.566038 - 3 640.0 682.666684 640.000002 158.759699 + 3 640.0 706.206879 640.000002 158.759699 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.631953 - 94 12288.0 812.429770 415.661740 198.995960 - 95 12416.0 810.840807 412.149375 198.556711 - 96 12544.0 810.925276 412.971190 198.815254 - 97 12672.0 811.007961 412.097543 198.873965 + 93 12160.0 812.359066 406.179533 198.530610 + 94 12288.0 812.429770 415.661740 198.794749 + 95 12416.0 812.498981 411.722274 198.457532 + 96 12544.0 810.925276 412.546756 198.716830 + 97 12672.0 811.007961 412.097543 198.776477 [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 23.445 seconds) + **Total running time of the script:** ( 3 minutes 22.074 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 70c4865cc..bb3936bff 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -459,37 +459,37 @@ 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 ... 7.899428 7.899428 - 2 512.0 14.563555 ... 15.420235 15.420235 + 0 256.0 2.730667 ... 3.276800 2.978909 + 1 384.0 7.372800 ... 7.899428 8.507077 + 2 512.0 14.563555 ... 15.420235 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 ... 40.140799 39.025776 + 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 7 1152.0 45.242181 ... 48.161033 47.396572 8 1280.0 51.200001 ... 57.690139 57.690139 - 9 1408.0 64.138541 ... 68.147202 65.684049 - 10 1536.0 79.526831 ... 81.355034 78.643199 - 11 1664.0 62.929456 ... 63.372618 62.492442 + 9 1408.0 64.138541 ... 68.147202 66.485074 + 10 1536.0 79.526831 ... 80.430545 78.643199 + 11 1664.0 63.372618 ... 63.372618 62.492442 12 1792.0 72.983276 ... 73.460287 59.467852 - 13 1920.0 69.120002 ... 71.257735 71.257735 - 14 2048.0 73.584279 ... 78.398206 77.314362 - 15 2176.0 83.500614 ... 87.494120 85.998493 - 16 2304.0 68.446623 ... 78.064941 77.057651 - 17 2432.0 71.305746 ... 86.711310 85.393507 - 18 2560.0 77.833728 ... 82.956960 81.512437 - 19 2688.0 83.369354 ... 90.316801 89.254248 - 20 2816.0 83.873477 ... 84.035084 82.916747 - 21 2944.0 82.646820 ... 82.237674 81.034195 - 22 3072.0 82.301023 ... 89.735509 86.579673 - 23 3200.0 84.880639 ... 96.096095 94.674553 - 24 3328.0 83.905938 ... 85.602017 84.995628 - 25 3456.0 82.015834 ... 91.928814 88.595129 - 26 3584.0 86.540320 ... 96.579370 87.042978 - 27 3712.0 85.675250 ... 89.835744 87.552452 - 28 3840.0 83.528704 ... 87.841141 89.548180 - 29 3968.0 86.053553 ... 92.442373 87.035620 - 30 4096.0 93.792965 ... 85.055593 85.271746 + 13 1920.0 69.467336 ... 71.257735 70.892307 + 14 2048.0 73.262953 ... 78.398206 77.314362 + 15 2176.0 83.500614 ... 87.494120 86.367588 + 16 2304.0 68.446623 ... 78.064941 77.307030 + 17 2432.0 71.305746 ... 86.711310 75.118889 + 18 2560.0 77.833728 ... 82.125311 81.512437 + 19 2688.0 83.737433 ... 91.185232 89.254248 + 20 2816.0 80.617762 ... 84.523664 83.074685 + 21 2944.0 80.767437 ... 83.060049 82.509987 + 22 3072.0 81.121923 ... 89.310890 87.381335 + 23 3200.0 84.656085 ... 96.969694 95.380032 + 24 3328.0 83.226931 ... 85.908470 84.101981 + 25 3456.0 81.766291 ... 87.158452 81.026701 + 26 3584.0 87.000867 ... 98.808123 97.153313 + 27 3712.0 82.355598 ... 89.114488 82.593917 + 28 3840.0 84.615146 ... 92.934455 84.552479 + 29 3968.0 91.816356 ... 87.097744 91.540836 + 30 4096.0 86.482237 ... 89.777746 91.491294 [31 rows x 5 columns] @@ -499,7 +499,7 @@ 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 5.069 seconds) + **Total running time of the script:** ( 6 minutes 4.553 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 0f9d8dc7a..9ed9b17c4 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 0.476 seconds) + **Total running time of the script:** ( 0 minutes 0.469 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 af341bcf3..ebed3fb1b 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,26 +38,26 @@ Layer Normalization layer-norm: N Triton Torch Apex - 0 1024.0 585.142849 277.694907 468.114273 + 0 1024.0 585.142849 277.694907 481.882344 1 1536.0 630.153868 323.368435 511.999982 2 2048.0 682.666643 334.367358 520.126988 3 2560.0 694.237267 362.477870 512.000013 4 3072.0 712.347810 375.206126 501.551037 - 5 3584.0 725.873439 384.859062 458.751978 - 6 4096.0 728.177767 381.023256 458.293714 - 7 4608.0 670.254540 394.267384 426.173427 - 8 5120.0 688.403381 397.669909 424.455959 - 9 5632.0 704.000002 395.228063 413.357796 + 5 3584.0 725.873439 384.859062 455.111115 + 6 4096.0 728.177767 381.023256 455.111095 + 7 4608.0 676.403666 394.267384 428.651163 + 8 5120.0 688.403381 397.669909 422.268057 + 9 5632.0 704.000002 395.228063 417.185184 10 6144.0 702.171410 402.885254 411.313806 11 6656.0 705.271522 398.861429 400.360920 12 7168.0 690.891575 396.844306 387.459443 13 7680.0 682.666656 392.587863 387.634072 14 8192.0 636.271854 393.609605 371.308771 15 8704.0 630.153861 389.005597 380.502740 - 16 9216.0 606.814809 407.337026 383.002605 - 17 9728.0 589.575753 409.599987 382.427505 + 16 9216.0 609.322328 407.337026 383.999986 + 17 9728.0 589.575753 409.599987 383.369452 18 10240.0 566.920437 408.578556 382.803739 - 19 10752.0 549.623009 411.559798 380.601764 + 19 10752.0 549.623009 411.559798 381.445676 20 11264.0 536.380957 406.826188 373.134567 21 11776.0 523.377770 409.599991 377.587162 22 12288.0 516.031509 413.911572 383.251457 @@ -67,7 +67,7 @@ Layer Normalization 26 14336.0 471.967074 406.695045 374.185964 27 14848.0 461.297068 408.192434 375.304904 28 15360.0 454.269882 406.214870 378.092307 - 29 15872.0 447.098578 406.974373 376.225175 + 29 15872.0 447.887117 406.974373 376.225175 @@ -389,7 +389,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 24.552 seconds) + **Total running time of the script:** ( 5 minutes 23.550 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 db3547526..4142f152f 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 ================= -**16:38.329** total execution time for **getting-started_tutorials** files: +**16:31.316** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:05.069 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:04.553 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:24.552 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:23.550 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:23.445 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:22.074 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.788 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.669 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.476 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.469 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index afc88387a..7b731e211 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -331,16 +331,16 @@ 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 2097152.0 702.171410 702.171410 +9 2097152.0 722.823517 702.171410 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 44.788 seconds)

+

Total running time of the script: ( 1 minutes 40.669 seconds)

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Total running time of the script: ( 0 minutes 0.476 seconds)

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Total running time of the script: ( 0 minutes 0.469 seconds)