From 943e27aa53ba72cfad830d97a06bae5309db2334 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Mon, 15 Aug 2022 00:49:17 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 104607 -> 104607 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 55926 -> 55926 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 34998 -> 34998 bytes .../tutorials/06-fused-attention.doctree | Bin 37415 -> 37415 bytes .../tutorials/07-libdevice-function.doctree | Bin 22463 -> 22463 bytes .../getting-started/tutorials/index.doctree | Bin 19309 -> 19309 bytes .../tutorials/sg_execution_times.doctree | Bin 12419 -> 12419 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes 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b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -235,17 +235,17 @@ 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 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 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 - 9 2097152.0 722.823517 722.823517 + 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 843.811163 + 13 33554432.0 842.004273 842.004273 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 46.290 seconds) + **Total running time of the script:** ( 1 minutes 46.276 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 87700d217..3329baa01 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 188.321838 - 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 + 0 256.0 546.133347 512.000001 190.511628 + 1 384.0 614.400016 585.142862 151.703707 + 2 512.0 655.360017 585.142849 153.121496 + 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 199.038365 - 94 12288.0 812.429770 416.101597 199.298541 - 95 12416.0 812.498981 412.149375 198.854847 - 96 12544.0 810.925276 412.546756 199.209928 - 97 12672.0 811.007961 412.097543 199.264875 + 93 12160.0 812.359066 406.179533 198.936606 + 94 12288.0 812.429770 415.661740 199.197579 + 95 12416.0 812.498981 412.149375 198.755369 + 96 12544.0 810.925276 412.971190 198.963085 + 97 12672.0 811.007961 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 32.806 seconds) + **Total running time of the script:** ( 3 minutes 30.609 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 e187ff92e..9f2d69da6 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 2.978909 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 8.507077 - 2 512.0 14.563555 ... 15.420235 16.384000 + 0 256.0 2.730667 ... 2.978909 3.276800 + 1 384.0 7.372800 ... 8.507077 7.899428 + 2 512.0 14.563555 ... 16.384000 16.384000 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 35.389441 34.028308 - 5 896.0 39.025776 ... 40.140799 39.025776 + 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 48.161033 + 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 ... 81.355034 79.526831 - 11 1664.0 63.372618 ... 63.822072 62.929456 - 12 1792.0 72.983276 ... 73.460287 59.467852 - 13 1920.0 69.120002 ... 71.257735 71.257735 - 14 2048.0 73.908442 ... 78.033565 77.314362 - 15 2176.0 83.500614 ... 87.876193 85.998493 - 16 2304.0 68.251065 ... 78.064941 77.057651 - 17 2432.0 71.305746 ... 86.179335 75.320281 - 18 2560.0 78.019048 ... 82.331658 81.310171 - 19 2688.0 83.369354 ... 90.316801 89.464755 - 20 2816.0 80.026067 ... 84.687779 83.712490 - 21 2944.0 81.967162 ... 82.784108 82.102191 - 22 3072.0 82.661468 ... 89.735509 88.612060 - 23 3200.0 84.768213 ... 88.888888 95.952022 - 24 3328.0 82.748617 ... 85.602017 83.954863 - 25 3456.0 82.773682 ... 88.304015 91.200871 - 26 3584.0 87.296493 ... 98.916823 97.100854 - 27 3712.0 83.247783 ... 88.404730 87.552452 - 28 3840.0 83.465663 ... 92.661918 84.582788 - 29 3968.0 89.789505 ... 88.744681 87.159957 - 30 4096.0 93.760204 ... 89.837839 89.359338 + 10 1536.0 80.430545 ... 80.430545 79.526831 + 11 1664.0 62.929456 ... 63.372618 62.492442 + 12 1792.0 72.512412 ... 73.460287 59.467852 + 13 1920.0 69.120002 ... 71.626943 71.257735 + 14 2048.0 73.908442 ... 78.398206 77.314362 + 15 2176.0 83.500614 ... 87.876193 86.367588 + 16 2304.0 68.251065 ... 77.810656 77.307030 + 17 2432.0 71.305746 ... 84.367759 75.320281 + 18 2560.0 78.019048 ... 82.539044 81.310171 + 19 2688.0 83.552988 ... 90.316801 89.254248 + 20 2816.0 79.154642 ... 83.873477 83.712490 + 21 2944.0 82.784108 ... 83.617504 83.337844 + 22 3072.0 81.707223 ... 86.978653 88.750943 + 23 3200.0 82.262212 ... 92.086332 87.611228 + 24 3328.0 81.622783 ... 83.808259 82.181847 + 25 3456.0 81.849303 ... 88.207407 90.281712 + 26 3584.0 86.874778 ... 98.483450 98.483450 + 27 3712.0 81.615477 ... 89.114488 87.629253 + 28 3840.0 81.919998 ... 88.121115 90.389865 + 29 3968.0 86.973584 ... 91.954739 86.053553 + 30 4096.0 93.401342 ... 83.106955 88.709668 [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 37.769 seconds) + **Total running time of the script:** ( 6 minutes 37.352 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 d1778b13a..1644ef41a 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 0.012 seconds) + **Total running time of the script:** ( 0 minutes 0.014 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 8841b12d6..53d85f1fc 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 334.367358 520.126988 - 3 2560.0 694.237267 365.714281 518.481028 - 4 3072.0 712.347810 378.092307 496.484863 - 5 3584.0 725.873439 384.859062 451.527536 - 6 4096.0 728.177767 381.023256 455.111095 - 7 4608.0 670.254540 394.267384 421.302872 - 8 5120.0 688.403381 397.669909 424.455959 - 9 5632.0 704.000002 395.228063 411.470331 - 10 6144.0 697.191505 402.885254 409.600010 - 11 6656.0 700.631610 398.861429 400.360920 - 12 7168.0 690.891575 396.844306 387.459443 - 13 7680.0 678.895043 393.846167 386.415087 - 14 8192.0 639.375598 393.609605 372.363633 - 15 8704.0 627.315309 389.005597 380.502740 - 16 9216.0 606.814809 407.337026 383.999986 - 17 9728.0 587.350922 409.599987 383.369452 - 18 10240.0 564.965524 408.578556 382.803739 - 19 10752.0 547.872604 411.559798 381.445676 - 20 11264.0 533.207081 406.826188 373.134567 + 2 2048.0 668.734716 337.814445 520.126988 + 3 2560.0 694.237267 362.477870 512.000013 + 4 3072.0 712.347810 376.643666 501.551037 + 5 3584.0 725.873439 384.859062 455.111115 + 6 4096.0 728.177767 381.023256 451.972420 + 7 4608.0 670.254540 396.387087 428.651163 + 8 5120.0 688.403381 395.748783 422.268057 + 9 5632.0 704.000002 396.969169 415.262685 + 10 6144.0 707.223041 402.885254 409.600010 + 11 6656.0 700.631610 400.360920 400.360920 + 12 7168.0 682.666672 386.154893 384.859062 + 13 7680.0 678.895043 388.860771 387.634072 + 14 8192.0 648.871301 390.095241 375.564460 + 15 8704.0 624.502255 387.922008 380.502740 + 16 9216.0 606.814809 406.214877 382.010363 + 17 9728.0 587.350922 408.524944 382.427505 + 18 10240.0 566.920437 409.600010 382.803739 + 19 10752.0 547.872604 410.577576 380.601764 + 20 11264.0 533.207081 399.609756 370.069806 21 11776.0 520.486200 409.599991 377.587162 - 22 12288.0 513.336807 413.911572 383.251457 - 23 12800.0 504.433489 410.420828 376.470582 - 24 13312.0 494.180982 405.699062 376.976995 - 25 13824.0 482.934503 411.122660 379.389355 - 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 15872.0 446.312810 406.974373 376.783377 + 22 12288.0 516.031509 413.911572 383.251457 + 23 12800.0 504.433489 409.599981 376.470582 + 24 13312.0 494.180982 403.393936 376.976995 + 25 13824.0 482.934503 411.888257 379.389355 + 26 14336.0 471.967074 401.709294 374.797384 + 27 14848.0 461.297068 407.492270 374.712936 + 28 15360.0 454.269882 406.887417 378.092307 + 29 15872.0 447.098578 406.323209 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 39.762 seconds) + **Total running time of the script:** ( 5 minutes 37.670 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt index 4fef02825..b1397b3d3 100644 --- a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -385,7 +385,7 @@ This is a Triton implementation of the Flash Attention algorithm .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.072 seconds) + **Total running time of the script:** ( 0 minutes 0.073 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.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 88ed3abb2..b70826bff 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,20 +5,20 @@ Computation times ================= -**17:36.721** total execution time for **getting-started_tutorials** files: +**17:32.005** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:37.769 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:37.352 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:39.762 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:37.670 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.806 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.609 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.290 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.276 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.072 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.073 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.012 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.014 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.010 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 75c4a7479..0d38c72f4 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -327,22 +327,22 @@ 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 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 -9 2097152.0 722.823517 722.823517 +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 843.811163 +13 33554432.0 842.004273 842.004273 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 46.290 seconds)

+

Total running time of the script: ( 1 minutes 46.276 seconds)