From 379acd8521f2cfb0a693d2aa667c56109f9e3086 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sun, 24 Jul 2022 00:52:21 +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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z5Rnlg1Y+x}XSzbvRMyEutXtjXtCxrx3_JjWaY4DnvfOGUPvy5$pyq(L(@0{tTp(r7S{jkZoOLK-jOO2GB0<84(2Y!#K?SawxQ$Y F{{U3^Gg|-v 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 bfd0cb3a3..780fa4d60 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -234,14 +234,14 @@ We can now run the decorated function above. 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 262144.0 341.333321 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 + 9 2097152.0 722.823517 722.823517 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -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 38.087 seconds) + **Total running time of the script:** ( 1 minutes 46.215 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 2b764d1ee..5a5947c78 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 190.511628 - 1 384.0 614.400016 558.545450 153.600004 + 0 256.0 512.000001 512.000001 186.181817 + 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 160.000000 + 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 415.222812 199.298541 - 95 12416.0 812.498981 412.149375 198.954424 - 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 198.733401 + 94 12288.0 812.429770 415.222812 199.096718 + 95 12416.0 812.498981 412.149375 198.655991 + 96 12544.0 810.925276 412.758863 198.913776 + 97 12672.0 811.007961 411.679167 198.971549 [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 26.158 seconds) + **Total running time of the script:** ( 3 minutes 32.284 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 4ca243d7c..a8ce0152a 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 15.420235 + 0 256.0 2.730667 ... 2.978909 2.978909 + 1 384.0 7.372800 ... 7.899428 8.507077 + 2 512.0 14.563555 ... 16.384000 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 - 4 768.0 32.768000 ... 34.028308 34.028308 + 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 ... 47.396572 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 ... 81.355034 79.526831 + 10 1536.0 80.430545 ... 81.355034 78.643199 11 1664.0 63.372618 ... 63.372618 62.492442 12 1792.0 72.983276 ... 73.460287 59.467852 - 13 1920.0 68.776119 ... 71.257735 70.892307 - 14 2048.0 73.584279 ... 78.033565 76.959706 + 13 1920.0 69.467336 ... 70.892307 71.257735 + 14 2048.0 73.584279 ... 78.033565 77.314362 15 2176.0 83.155572 ... 87.494120 85.998493 - 16 2304.0 68.446623 ... 78.320893 77.558029 - 17 2432.0 71.305746 ... 86.711310 75.320281 + 16 2304.0 68.251065 ... 78.064941 77.307030 + 17 2432.0 71.125224 ... 86.444504 85.653855 18 2560.0 77.833728 ... 82.747477 81.715711 - 19 2688.0 83.552988 ... 90.532356 89.676257 - 20 2816.0 83.552120 ... 84.035084 83.392363 - 21 2944.0 81.832567 ... 83.758038 81.967162 - 22 3072.0 82.540970 ... 89.877939 89.170242 - 23 3200.0 84.321474 ... 96.822991 95.380032 - 24 3328.0 83.034941 ... 85.806075 84.596116 - 25 3456.0 82.183044 ... 91.928814 87.632137 - 26 3584.0 87.381330 ... 92.696281 96.891584 - 27 3712.0 84.694652 ... 87.244203 88.092894 - 28 3840.0 85.136259 ... 88.900318 90.279183 - 29 3968.0 88.008611 ... 92.547541 84.268854 - 30 4096.0 93.368854 ... 87.781379 86.592080 + 19 2688.0 83.737433 ... 90.748936 89.044730 + 20 2816.0 79.587973 ... 84.852542 84.197315 + 21 2944.0 81.967162 ... 83.758038 82.102191 + 22 3072.0 81.825298 ... 89.877939 88.473602 + 23 3200.0 84.656085 ... 96.822991 95.522391 + 24 3328.0 83.034941 ... 86.320498 82.891535 + 25 3456.0 81.026701 ... 82.350937 87.442050 + 26 3584.0 87.296493 ... 99.574077 98.699661 + 27 3712.0 84.088676 ... 89.513749 87.860458 + 28 3840.0 81.019778 ... 89.766237 90.352941 + 29 3968.0 85.992909 ... 92.723355 84.300694 + 30 4096.0 93.990003 ... 88.127204 87.495257 [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 21.318 seconds) + **Total running time of the script:** ( 6 minutes 39.020 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 edbf188ee..d1778b13a 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 0.279 seconds) + **Total running time of the script:** ( 0 minutes 0.012 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 b24ab5b49..c99edf896 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -44,29 +44,29 @@ Layer Normalization 3 2560.0 694.237267 362.477870 512.000013 4 3072.0 712.347810 375.206126 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 5632.0 698.542675 395.228063 411.470331 + 6 4096.0 720.175811 381.023256 455.111095 + 7 4608.0 670.254540 394.267384 426.173427 + 8 5120.0 688.403381 397.669909 420.102563 + 9 5632.0 704.000002 395.228063 415.262685 10 6144.0 697.191505 402.885254 409.600010 - 11 6656.0 700.631610 398.861429 398.861429 - 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 + 11 6656.0 700.631610 398.861429 400.360920 + 12 7168.0 690.891575 396.844306 386.154893 + 13 7680.0 678.895043 392.587863 386.415087 + 14 8192.0 633.198054 393.609605 371.308771 15 8704.0 624.502255 389.005597 380.502740 16 9216.0 604.327881 407.337026 383.002605 17 9728.0 585.142883 409.599987 382.427505 - 18 10240.0 564.965524 408.578556 381.911416 + 18 10240.0 564.965524 408.578556 382.803739 19 10752.0 546.133312 411.559798 381.445676 - 20 11264.0 531.634232 406.826188 373.134567 + 20 11264.0 533.207081 406.826188 373.134567 21 11776.0 520.486200 409.599991 377.587162 - 22 12288.0 514.680630 413.911572 383.251457 + 22 12288.0 516.031509 413.911572 383.251457 23 12800.0 504.433489 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 + 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 377.511515 + 28 15360.0 454.269882 406.214870 378.092307 29 15872.0 447.887117 406.974373 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 33.112 seconds) + **Total running time of the script:** ( 5 minutes 39.388 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 3c939bd8b..297ebf116 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 0.257 seconds) + **Total running time of the script:** ( 0 minutes 0.010 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 a336bb554..2818870df 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 ================= -**16:59.282** total execution time for **getting-started_tutorials** files: +**17:37.003** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:21.318 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:39.020 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:33.112 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:39.388 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:26.158 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.284 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:38.087 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.215 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.279 | 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_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.257 | 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 | +| :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 80ae794e2..42110c0d2 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -326,14 +326,14 @@ 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 262144.0 341.333321 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 +9 2097152.0 722.823517 722.823517 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -342,7 +342,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 38.087 seconds)

+

Total running time of the script: ( 1 minutes 46.215 seconds)