From d155d9a166e04ec17b34f2f3bac14b44d6d1b87d Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Mon, 8 Aug 2022 00:48:35 +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 -> 55923 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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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 63.999998 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 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 9 2097152.0 722.823517 722.823517 @@ -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 34.873 seconds) + **Total running time of the script:** ( 1 minutes 50.221 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 2523c8aef..619ced0ea 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 151.703707 + 0 256.0 546.133347 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 163.839992 + 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 405.755985 198.834951 - 94 12288.0 812.429770 415.661740 199.096718 - 95 12416.0 812.498981 411.722274 198.755369 - 96 12544.0 810.925276 413.396498 199.012395 - 97 12672.0 812.633240 412.097543 199.167004 + 93 12160.0 812.359066 406.179533 198.530610 + 94 12288.0 812.429770 416.101597 198.895304 + 95 12416.0 812.498981 412.149375 198.556711 + 96 12544.0 810.925276 412.971190 198.716830 + 97 12672.0 812.633240 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 27.507 seconds) + **Total running time of the script:** ( 3 minutes 32.174 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 d7b980e05..7820634d5 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 ... 3.276800 3.276800 - 1 384.0 7.372800 ... 7.899428 7.899428 + 0 256.0 2.730667 ... 2.978909 3.276800 + 1 384.0 7.372800 ... 8.507077 8.507077 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 6 1024.0 51.150050 ... 53.773130 52.428801 - 7 1152.0 45.242181 ... 47.396572 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 ... 68.147202 67.305878 + 9 1408.0 64.138541 ... 69.009825 67.305878 10 1536.0 80.430545 ... 81.355034 79.526831 - 11 1664.0 62.492442 ... 63.372618 62.492442 + 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 73.584279 ... 78.398206 77.314362 - 15 2176.0 83.500614 ... 87.876193 86.367588 - 16 2304.0 68.251065 ... 78.064941 77.307030 - 17 2432.0 71.305746 ... 86.179335 85.653855 - 18 2560.0 77.833728 ... 82.331658 81.920002 - 19 2688.0 83.552988 ... 91.404957 89.464755 - 20 2816.0 79.879498 ... 84.360174 83.873477 - 21 2944.0 82.237674 ... 81.431424 83.337844 - 22 3072.0 81.589488 ... 89.030036 88.612060 - 23 3200.0 84.993363 ... 96.822991 95.808380 - 24 3328.0 82.891535 ... 85.602017 84.101981 - 25 3456.0 80.300370 ... 91.771848 86.596744 - 26 3584.0 85.633710 ... 90.458141 95.451583 - 27 3712.0 83.247783 ... 86.829501 87.552452 - 28 3840.0 81.019778 ... 88.971840 91.853823 - 29 3968.0 85.753071 ... 85.600795 89.988156 - 30 4096.0 88.651075 ... 88.768339 89.299883 + 14 2048.0 73.908442 ... 78.398206 77.314362 + 15 2176.0 83.155572 ... 87.876193 85.998493 + 16 2304.0 68.446623 ... 78.064941 77.307030 + 17 2432.0 71.305746 ... 86.711310 85.393507 + 18 2560.0 77.833728 ... 82.125311 81.512437 + 19 2688.0 83.922689 ... 90.316801 90.316801 + 20 2816.0 79.733474 ... 84.360174 83.074685 + 21 2944.0 81.967162 ... 83.198715 82.373605 + 22 3072.0 82.241254 ... 89.593522 88.750943 + 23 3200.0 84.544253 ... 96.969694 95.238096 + 24 3328.0 83.034941 ... 85.398926 84.298943 + 25 3456.0 82.015834 ... 91.511426 90.790053 + 26 3584.0 85.715344 ... 94.349836 97.734120 + 27 3712.0 85.455380 ... 86.940496 87.284705 + 28 3840.0 83.120631 ... 92.778524 85.629632 + 29 3968.0 90.791620 ... 86.266483 90.054568 + 30 4096.0 91.678778 ... 92.852115 88.330190 [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 20.627 seconds) + **Total running time of the script:** ( 7 minutes 4.446 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..3072fe438 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 0.284 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 5939f6c63..e55d236e4 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 481.882344 1 1536.0 630.153868 323.368435 511.999982 - 2 2048.0 668.734716 337.814445 520.126988 - 3 2560.0 694.237267 362.477870 518.481028 - 4 3072.0 702.171410 375.206126 501.551037 + 2 2048.0 668.734716 334.367358 520.126988 + 3 2560.0 694.237267 365.714281 512.000013 + 4 3072.0 712.347810 378.092307 501.551037 5 3584.0 725.873439 384.859062 455.111115 - 6 4096.0 728.177767 383.251446 451.972420 - 7 4608.0 670.254540 396.387087 421.302872 + 6 4096.0 728.177767 381.023256 455.111095 + 7 4608.0 670.254540 396.387087 428.651163 8 5120.0 688.403381 397.669909 422.268057 - 9 5632.0 704.000002 398.725657 413.357796 - 10 6144.0 702.171410 402.885254 411.313806 - 11 6656.0 700.631610 400.360920 400.360920 - 12 7168.0 690.891575 383.571898 381.023265 - 13 7680.0 678.895043 392.587863 386.415087 - 14 8192.0 636.271854 390.095241 375.564460 - 15 8704.0 627.315309 392.292962 380.502740 - 16 9216.0 609.322328 403.989025 381.023249 - 17 9728.0 587.350922 408.524944 382.427505 - 18 10240.0 566.920437 408.578556 382.803739 - 19 10752.0 547.872604 412.546760 379.761601 - 20 11264.0 531.634232 396.096702 369.311483 - 21 11776.0 521.927959 408.711507 378.345375 - 22 12288.0 514.007840 413.911572 383.251457 - 23 12800.0 504.433489 410.420828 377.163903 - 24 13312.0 494.180982 404.159395 376.310952 - 25 13824.0 481.882350 409.600016 378.739711 - 26 14336.0 471.967074 400.307157 369.961287 - 27 14848.0 461.297068 404.027214 375.304904 + 9 5632.0 704.000002 396.969169 417.185184 + 10 6144.0 697.191505 402.885254 411.313806 + 11 6656.0 705.271522 400.360920 400.360920 + 12 7168.0 690.891575 396.844306 387.459443 + 13 7680.0 678.895043 392.587863 387.634072 + 14 8192.0 633.198054 393.609605 371.308771 + 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 + 21 11776.0 520.486200 409.599991 377.587162 + 22 12288.0 514.680630 414.784810 383.251457 + 23 12800.0 504.433489 410.420828 376.470582 + 24 13312.0 494.180982 405.699062 376.310952 + 25 13824.0 482.934503 411.888257 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 15872.0 447.098578 408.940410 376.783377 + 29 15872.0 447.098578 406.974373 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 29.729 seconds) + **Total running time of the script:** ( 5 minutes 24.707 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/07-libdevice-function.rst.txt b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt index 297ebf116..09b1a0d13 100644 --- a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt +++ b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt @@ -152,7 +152,7 @@ We can also customize the libdevice library path by passing the path to the `lib .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.010 seconds) + **Total running time of the script:** ( 0 minutes 0.267 seconds) .. _sphx_glr_download_getting-started_tutorials_07-libdevice-function.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 744a392d0..93a8dbfb9 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 ================= -**16:52.830** total execution time for **getting-started_tutorials** files: +**17:52.172** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:20.627 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:04.446 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:29.729 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:24.707 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.507 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.174 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:34.873 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.221 | 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_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.284 | 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_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.267 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.010 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.073 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 0a4a20324..6d7d31136 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -327,10 +327,10 @@ 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 63.999998 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 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 9 2097152.0 722.823517 722.823517 @@ -342,7 +342,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 34.873 seconds)

+

Total running time of the script: ( 1 minutes 50.221 seconds)