From 410d612f77d6c77f8c05335df125f1b424b90c66 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sat, 11 Jun 2022 00:48:41 +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 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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Pass `print_data=True` to see the p size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 - 2 16384.0 38.400001 31.999999 - 3 32768.0 76.800002 76.800002 + 2 16384.0 38.400001 38.400001 + 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 702.171410 @@ -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 43.406 seconds) + **Total running time of the script:** ( 1 minutes 40.920 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 a2e5507b7..2fa962cc6 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) - 0 256.0 546.133347 546.133347 186.181817 - 1 384.0 585.142862 585.142862 151.703707 - 2 512.0 655.360017 606.814814 154.566038 - 3 640.0 682.666684 640.000002 160.000000 - 4 768.0 722.823517 664.216187 163.839992 + 0 256.0 512.000001 512.000001 188.321838 + 1 384.0 614.400016 585.142862 153.600004 + 2 512.0 655.360017 585.142849 154.566038 + 3 640.0 706.206879 640.000002 158.759699 + 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 405.333344 199.038365 - 94 12288.0 812.429770 415.222812 199.197579 - 95 12416.0 812.498981 411.296057 198.954424 - 96 12544.0 810.925276 412.546756 199.111113 - 97 12672.0 811.007961 412.097543 199.264875 + 93 12160.0 812.359066 406.179533 198.530610 + 94 12288.0 812.429770 415.661740 198.794749 + 95 12416.0 812.498981 412.149375 198.457532 + 96 12544.0 811.745227 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 22.745 seconds) + **Total running time of the script:** ( 3 minutes 21.935 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 8c8d6b754..afad4f867 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -460,36 +460,36 @@ 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 3.276800 - 1 384.0 7.372800 ... 8.507077 8.507077 + 1 384.0 7.372800 ... 8.507077 7.899428 2 512.0 14.563555 ... 15.420235 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 - 4 768.0 32.768000 ... 35.389441 34.028308 - 5 896.0 37.971025 ... 41.321411 39.025776 + 4 768.0 32.768000 ... 34.028308 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 67.305878 - 10 1536.0 80.430545 ... 80.430545 78.643199 - 11 1664.0 62.929456 ... 63.372618 62.492442 + 10 1536.0 79.526831 ... 80.430545 78.643199 + 11 1664.0 62.929456 ... 63.372618 62.061463 12 1792.0 72.983276 ... 63.499573 63.142831 13 1920.0 69.120002 ... 71.257735 70.892307 - 14 2048.0 73.262953 ... 78.033565 76.959706 - 15 2176.0 83.155572 ... 87.115360 85.632545 + 14 2048.0 73.584279 ... 78.398206 77.672296 + 15 2176.0 83.155572 ... 87.115360 85.269692 16 2304.0 68.251065 ... 78.064941 76.809875 - 17 2432.0 71.305746 ... 75.522751 74.521127 - 18 2560.0 77.833728 ... 82.125311 81.512437 - 19 2688.0 84.108772 ... 90.316801 90.102270 - 20 2816.0 79.154642 ... 84.197315 82.602666 - 21 2944.0 82.237674 ... 83.477440 83.060049 - 22 3072.0 82.301023 ... 90.020831 88.060814 - 23 3200.0 83.934428 ... 96.385543 94.534716 - 24 3328.0 83.226931 ... 86.424125 85.398926 - 25 3456.0 81.026701 ... 87.632137 90.687926 - 26 3584.0 87.296493 ... 99.905993 98.160909 - 27 3712.0 83.178475 ... 89.194055 85.675250 - 28 3840.0 83.781816 ... 92.236860 85.103501 - 29 3968.0 91.850912 ... 87.945181 90.321193 - 30 4096.0 87.495257 ... 90.412750 92.755862 + 17 2432.0 71.125224 ... 75.522751 74.521127 + 18 2560.0 77.833728 ... 82.539044 80.908642 + 19 2688.0 83.737433 ... 90.532356 90.102270 + 20 2816.0 83.873477 ... 84.360174 83.233226 + 21 2944.0 81.166173 ... 83.337844 83.060049 + 22 3072.0 82.420822 ... 89.451983 87.924073 + 23 3200.0 85.333333 ... 96.385543 94.674553 + 24 3328.0 84.101981 ... 83.226931 85.908470 + 25 3456.0 82.604067 ... 92.350019 91.824110 + 26 3584.0 86.540320 ... 88.412386 87.214470 + 27 3712.0 85.896254 ... 85.785610 88.404730 + 28 3840.0 84.809814 ... 93.012618 84.162386 + 29 3968.0 93.684402 ... 87.850207 89.657558 + 30 4096.0 88.563330 ... 85.327649 91.180520 [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 7.264 seconds) + **Total running time of the script:** ( 6 minutes 9.675 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 12f231d70..777afb347 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 0.499 seconds) + **Total running time of the script:** ( 0 minutes 0.485 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 e12f5d012..4eb961c79 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -40,34 +40,34 @@ Layer Normalization N Triton Torch Apex 0 1024.0 585.142849 277.694907 468.114273 1 1536.0 630.153868 323.368435 511.999982 - 2 2048.0 668.734716 337.814445 528.516136 + 2 2048.0 682.666643 334.367358 520.126988 3 2560.0 694.237267 362.477870 512.000013 - 4 3072.0 712.347810 378.092307 501.551037 - 5 3584.0 725.873439 384.859062 462.451619 - 6 4096.0 728.177767 381.023256 458.293714 - 7 4608.0 670.254540 396.387087 423.724136 + 4 3072.0 712.347810 375.206126 501.551037 + 5 3584.0 725.873439 384.859062 455.111115 + 6 4096.0 728.177767 381.023256 455.111095 + 7 4608.0 670.254540 394.267384 428.651163 8 5120.0 688.403381 397.669909 422.268057 - 9 5632.0 704.000002 396.969169 411.470331 - 10 6144.0 707.223041 402.885254 409.600010 - 11 6656.0 700.631610 400.360920 398.861429 - 12 7168.0 695.078767 388.772874 386.154893 - 13 7680.0 682.666656 392.587863 385.203746 - 14 8192.0 639.375598 392.431125 377.729113 - 15 8704.0 630.153861 394.515569 380.502740 - 16 9216.0 609.322328 403.989025 383.002605 - 17 9728.0 591.817503 408.524944 382.427505 - 18 10240.0 570.871075 408.578556 381.911416 - 19 10752.0 551.384634 411.559798 380.601764 - 20 11264.0 537.982106 404.089694 374.686074 - 21 11776.0 524.835658 409.599991 378.345375 - 22 12288.0 518.754611 413.911572 383.251457 - 23 12800.0 505.679014 410.420828 377.163903 - 24 13312.0 495.330249 404.927765 376.976995 - 25 13824.0 482.934503 410.359948 378.739711 - 26 14336.0 471.967074 397.532043 372.969090 - 27 14848.0 461.297068 403.341254 375.304904 - 28 15360.0 454.269882 406.887417 378.092307 - 29 15872.0 447.098578 409.599996 377.343238 + 9 5632.0 704.000002 395.228063 415.262685 + 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 392.431125 371.308771 + 15 8704.0 630.153861 389.005597 380.502740 + 16 9216.0 609.322328 407.337026 383.002605 + 17 9728.0 589.575753 409.599987 382.427505 + 18 10240.0 568.888869 408.578556 381.911416 + 19 10752.0 551.384634 411.559798 381.445676 + 20 11264.0 536.380957 406.826188 373.134567 + 21 11776.0 523.377770 409.599991 377.587162 + 22 12288.0 517.389457 413.911572 382.878279 + 23 12800.0 505.679014 410.420828 376.470582 + 24 13312.0 494.180982 405.699062 376.310952 + 25 13824.0 481.882350 411.122660 379.389355 + 26 14336.0 470.997935 406.695045 374.185964 + 27 14848.0 461.297068 407.492270 374.712936 + 28 15360.0 454.269882 406.214870 378.092307 + 29 15872.0 447.098578 406.974373 376.225175 @@ -389,7 +389,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 23.495 seconds) + **Total running time of the script:** ( 5 minutes 22.023 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 cb643ad0c..3b82cc4c0 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 ================= -**16:37.409** total execution time for **getting-started_tutorials** files: +**16:35.037** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:07.264 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:09.675 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:23.495 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:22.023 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:22.745 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:21.935 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:43.406 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.920 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.499 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.485 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index ac40cf7e3..73b3531cb 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -324,11 +324,11 @@ for different problem sizes.

size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 -2 16384.0 38.400001 31.999999 -3 32768.0 76.800002 76.800002 +2 16384.0 38.400001 38.400001 +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 702.171410 @@ -340,7 +340,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 43.406 seconds)

+

Total running time of the script: ( 1 minutes 40.920 seconds)