From d84d42ef8d4afdc1c0ce15d85d41b8e6cbee7dad Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Wed, 3 Aug 2022 00:52:19 +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 size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 - 2 16384.0 31.999999 31.999999 + 2 16384.0 38.400001 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 - 6 262144.0 384.000001 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 47.038 seconds) + **Total running time of the script:** ( 1 minutes 40.502 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 d027ac6ad..218901431 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 184.089886 - 1 384.0 614.400016 585.142862 153.600004 + 0 256.0 546.133347 546.133347 186.181817 + 1 384.0 614.400016 585.142862 151.703707 2 512.0 655.360017 606.814814 154.566038 - 3 640.0 706.206879 640.000002 159.377446 + 3 640.0 706.206879 640.000002 160.000000 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.834951 - 94 12288.0 812.429770 416.101597 199.096718 - 95 12416.0 812.498981 412.149375 198.755369 - 96 12544.0 810.925276 412.546756 199.012395 - 97 12672.0 811.007961 412.097543 199.167004 + 93 12160.0 812.359066 406.179533 199.140227 + 94 12288.0 812.429770 415.661740 199.399583 + 95 12416.0 812.498981 411.296057 198.954424 + 96 12544.0 810.925276 412.971190 199.209928 + 97 12672.0 811.007961 412.097543 199.264875 [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 30.681 seconds) + **Total running time of the script:** ( 3 minutes 30.017 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 c2754d7fc..3c8f55879 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 ... 8.507077 8.507077 + 0 256.0 2.730667 ... 2.978909 2.978909 + 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 6 1024.0 49.932191 ... 53.773130 52.428801 - 7 1152.0 45.242181 ... 48.161033 47.396572 + 7 1152.0 45.242181 ... 47.775747 47.396572 8 1280.0 51.200001 ... 57.690139 57.690139 - 9 1408.0 64.138541 ... 69.009825 68.147202 + 9 1408.0 64.138541 ... 68.147202 67.305878 10 1536.0 80.430545 ... 81.355034 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 + 13 1920.0 68.776119 ... 71.257735 71.257735 14 2048.0 73.908442 ... 78.398206 77.314362 - 15 2176.0 83.500614 ... 87.876193 86.367588 - 16 2304.0 68.446623 ... 77.558029 77.307030 - 17 2432.0 71.305746 ... 86.711310 85.653855 - 18 2560.0 77.833728 ... 82.331658 81.715711 - 19 2688.0 83.369354 ... 90.532356 89.044730 - 20 2816.0 80.026067 ... 84.197315 83.074685 - 21 2944.0 79.993635 ... 83.060049 81.564701 - 22 3072.0 82.301023 ... 88.473602 84.638425 - 23 3200.0 84.321474 ... 96.530922 95.380032 - 24 3328.0 83.130825 ... 85.703924 81.162679 - 25 3456.0 82.688790 ... 86.318594 89.281913 - 26 3584.0 86.958797 ... 98.375705 98.591437 - 27 3712.0 84.230479 ... 88.326564 87.976522 - 28 3840.0 80.960466 ... 84.842346 89.839159 - 29 3968.0 87.004591 ... 92.372393 83.922926 - 30 4096.0 93.206754 ... 82.393504 87.154371 + 15 2176.0 83.155572 ... 87.876193 86.367588 + 16 2304.0 68.446623 ... 77.810656 77.307030 + 17 2432.0 71.305746 ... 86.711310 83.864074 + 18 2560.0 78.019048 ... 82.747477 81.920002 + 19 2688.0 83.737433 ... 90.316801 89.044730 + 20 2816.0 79.587973 ... 83.312714 83.233226 + 21 2944.0 81.967162 ... 82.784108 82.784108 + 22 3072.0 78.534123 ... 89.170242 85.792579 + 23 3200.0 79.701121 ... 96.822991 95.096582 + 24 3328.0 82.843841 ... 85.096096 81.530349 + 25 3456.0 80.945348 ... 89.579522 81.352463 + 26 3584.0 87.466332 ... 97.416461 98.699661 + 27 3712.0 82.559787 ... 88.955779 88.015279 + 28 3840.0 83.497171 ... 89.043476 89.912191 + 29 3968.0 87.976885 ... 87.315873 90.121079 + 30 4096.0 87.552332 ... 85.460934 91.304576 [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 41.839 seconds) + **Total running time of the script:** ( 7 minutes 0.527 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..b834e2cca 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 0.292 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 2fbe5d3c1..a235a8661 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: 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 365.714281 512.000013 - 4 3072.0 712.347810 378.092307 491.520012 - 5 3584.0 725.873439 384.859062 451.527536 - 6 4096.0 728.177767 381.023256 445.823133 - 7 4608.0 670.254540 394.267384 423.724136 - 8 5120.0 688.403381 397.669909 424.455959 - 9 5632.0 698.542675 395.228063 411.470331 - 10 6144.0 702.171410 402.885254 411.313806 - 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 387.634072 - 14 8192.0 636.271854 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 12288.0 513.336807 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 411.888257 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 406.974373 376.783377 + 2 2048.0 682.666643 337.814445 520.126988 + 3 2560.0 694.237267 362.477870 518.481028 + 4 3072.0 712.347810 378.092307 501.551037 + 5 3584.0 725.873439 384.859062 458.751978 + 6 4096.0 728.177767 381.023256 455.111095 + 7 4608.0 670.254540 396.387087 426.173427 + 8 5120.0 688.403381 397.669909 422.268057 + 9 5632.0 704.000002 396.969169 413.357796 + 10 6144.0 697.191505 402.885254 409.600010 + 11 6656.0 705.271522 400.360920 400.360920 + 12 7168.0 690.891575 392.767108 386.154893 + 13 7680.0 678.895043 392.587863 386.415087 + 14 8192.0 636.271854 391.259714 373.424507 + 15 8704.0 627.315309 390.095225 380.502740 + 16 9216.0 606.814809 406.214877 383.999986 + 17 9728.0 587.350922 408.524944 382.427505 + 18 10240.0 566.920437 408.578556 382.803739 + 19 10752.0 546.133312 410.577576 380.601764 + 20 11264.0 533.207081 396.969169 371.595879 + 21 11776.0 520.486200 409.599991 378.345375 + 22 12288.0 514.680630 413.042029 383.251457 + 23 12800.0 504.433489 410.420828 377.163903 + 24 13312.0 494.180982 406.473303 377.645399 + 25 13824.0 482.934503 410.359948 378.739711 + 26 14336.0 471.967074 398.222208 373.576536 + 27 14848.0 461.297068 404.027214 374.712936 + 28 15360.0 454.269882 406.887417 378.092307 + 29 15872.0 447.098578 408.940410 377.343238 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 40.160 seconds) + **Total running time of the script:** ( 5 minutes 33.832 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 b1397b3d3..4fef02825 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 0.073 seconds) + **Total running time of the script:** ( 0 minutes 0.072 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 b183968b2..5905127a2 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 0.013 seconds) + **Total running time of the script:** ( 0 minutes 0.251 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 ccfb2fb9a..85dc68999 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 ================= -**17:39.814** total execution time for **getting-started_tutorials** files: +**17:45.492** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:41.839 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:00.527 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:40.160 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:33.832 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.681 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.017 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:47.038 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.502 | 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``) | 00:00.292 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.013 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.251 | 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_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.072 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 20fb0169b..74985a0a3 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -326,11 +326,11 @@ for different problem sizes.

size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 -2 16384.0 31.999999 31.999999 +2 16384.0 38.400001 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 -6 262144.0 384.000001 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 47.038 seconds)

+

Total running time of the script: ( 1 minutes 40.502 seconds)