From 1581cf9d79d473c37826ce879e8fb71361e98245 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sun, 24 Apr 2022 00:44:07 +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 55900 -> 55900 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 32932 -> 32929 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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z{>9-L5U>>n!u>D&;iY3#j@#gH)xE-XH^-2XW$QP$J$X_HLZK8ty?-Iw%G$_p!9+2| z2_BolOsCH3f1M96eS@gr%KJb3z0&6lab@_yor||Fcl$LRtHcOOxlDX8q0{OozGRr# ztqE_>*`F_gpz%;d3gDQ-ETY$Nfcx2O^`NDxe4SJcpx>j?xpX(UGszp6+31@YoiS21 zNc?O+kc0g_3^;+Fe4)s7KO7??r(nLL+1fI&wg>iLQnEB_ZM@s^QOgE<9{dQf(oXJl z&%Has*jRxpOKxx9J-2@i{v?D6m77O01F9UC|LgEr_d)MzdH>fH(Y9AHrqo&Zxz}fT IZh?FM1Y6D8z5oCK 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 d9812803e..9c236d9ad 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -241,13 +241,13 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 6 262144.0 341.333321 341.333321 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 - 9 2097152.0 722.823517 702.171410 - 10 4194304.0 780.190482 780.190482 + 9 2097152.0 702.171410 702.171410 + 10 4194304.0 780.190482 768.000002 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 13 33554432.0 842.004273 842.004273 14 67108864.0 847.448255 848.362445 - 15 134217728.0 850.196756 850.656574 + 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 52.088 seconds) + **Total running time of the script:** ( 1 minutes 48.554 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 d9f0122ba..30b125fb6 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 546.133347 190.511628 - 1 384.0 585.142862 558.545450 149.853661 - 2 512.0 655.360017 585.142849 154.566038 - 3 640.0 682.666684 640.000002 158.759699 - 4 768.0 722.823517 646.736871 162.754967 + 0 256.0 512.000001 546.133347 186.181817 + 1 384.0 438.857137 558.545450 151.703707 + 2 512.0 468.114273 585.142849 154.566038 + 3 640.0 465.454542 640.000002 158.759699 + 4 768.0 472.615390 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 815.765209 405.755985 198.631953 - 94 12288.0 814.111783 416.101597 198.794749 - 95 12416.0 815.835709 412.149375 198.457532 - 96 12544.0 814.214963 412.971190 198.618504 - 97 12672.0 814.265046 412.097543 198.776477 + 93 12160.0 478.034381 405.333344 198.834951 + 94 12288.0 484.256150 415.222812 199.096718 + 95 12416.0 461.454135 411.296057 198.755369 + 96 12544.0 458.228323 412.971190 198.815254 + 97 12672.0 458.196617 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 32.198 seconds) + **Total running time of the script:** ( 3 minutes 10.849 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 80b2ae330..036ba39af 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -459,36 +459,36 @@ 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 2.978909 - 1 384.0 7.372800 ... 7.899428 8.507077 - 2 512.0 14.563555 ... 15.420235 16.384000 + 1 384.0 7.372800 ... 8.507077 8.507077 + 2 512.0 14.563555 ... 15.420235 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 - 4 768.0 31.597714 ... 34.028308 34.028308 - 5 896.0 36.971791 ... 40.140799 39.025776 - 6 1024.0 48.770977 ... 52.428801 52.428801 - 7 1152.0 43.911529 ... 46.656000 46.656000 - 8 1280.0 49.951220 ... 56.888887 56.109587 - 9 1408.0 62.664092 ... 67.305878 66.485074 - 10 1536.0 78.643199 ... 78.643199 77.778988 - 11 1664.0 61.636381 ... 62.061463 61.636381 - 12 1792.0 71.588687 ... 67.707374 67.707374 - 13 1920.0 67.764707 ... 70.172588 69.818184 - 14 2048.0 72.005219 ... 76.608294 76.260072 - 15 2176.0 81.803444 ... 85.632545 85.269692 - 16 2304.0 67.100763 ... 76.563695 76.319081 - 17 2432.0 69.886725 ... 74.323979 73.932798 - 18 2560.0 76.382283 ... 80.908642 80.511054 - 19 2688.0 82.642823 ... 89.676257 89.254248 - 20 2816.0 82.602666 ... 82.916747 82.759409 - 21 2944.0 81.166173 ... 82.509987 82.169877 - 22 3072.0 81.005868 ... 88.197981 88.060814 - 23 3200.0 83.660130 ... 95.522391 95.096582 - 24 3328.0 82.369902 ... 84.795401 84.596116 - 25 3456.0 81.026701 ... 91.304157 90.994998 - 26 3584.0 86.374055 ... 98.699661 98.375705 - 27 3712.0 84.874549 ... 88.876645 88.483034 - 28 3840.0 84.036474 ... 92.545605 92.159996 - 29 3968.0 92.232760 ... 91.062642 91.403695 - 30 4096.0 93.206754 ... 93.012976 92.820009 + 4 768.0 32.768000 ... 34.028308 34.028308 + 5 896.0 37.971025 ... 40.140799 40.140799 + 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 79.526831 ... 79.526831 79.526831 + 11 1664.0 62.929456 ... 62.929456 62.492442 + 12 1792.0 72.512412 ... 63.142831 62.790080 + 13 1920.0 69.120002 ... 71.626943 70.892307 + 14 2048.0 73.584279 ... 78.033565 77.672296 + 15 2176.0 83.155572 ... 87.115360 86.739860 + 16 2304.0 68.251065 ... 78.064941 77.558029 + 17 2432.0 71.125224 ... 75.522751 75.320281 + 18 2560.0 77.833728 ... 82.331658 81.920002 + 19 2688.0 83.645109 ... 90.102270 90.102270 + 20 2816.0 80.026067 ... 83.712490 81.981598 + 21 2944.0 82.509987 ... 82.852924 82.646820 + 22 3072.0 82.540970 ... 86.845249 89.593522 + 23 3200.0 84.993363 ... 96.240602 96.096095 + 24 3328.0 83.034941 ... 83.905938 82.843841 + 25 3456.0 81.849303 ... 89.679166 90.382926 + 26 3584.0 85.797134 ... 93.467144 98.483450 + 27 3712.0 85.748791 ... 86.754095 88.170647 + 28 3840.0 81.798814 ... 87.841141 91.473945 + 29 3968.0 85.871877 ... 92.582651 84.738843 + 30 4096.0 94.386588 ... 84.894196 82.722796 [31 rows x 5 columns] @@ -498,7 +498,7 @@ 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 41.514 seconds) + **Total running time of the script:** ( 6 minutes 44.900 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 40284401e..5c5c5d5ad 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 0.411 seconds) + **Total running time of the script:** ( 0 minutes 0.325 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 91f67d60a..512c1276d 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-backward: N Triton Torch Apex - 0 1024.0 356.173905 96.755900 299.707322 - 1 1536.0 400.695643 133.083026 338.201833 - 2 2048.0 486.653476 159.584422 321.254900 - 3 2560.0 455.111129 179.649115 323.368411 - 4 3072.0 508.468972 191.005181 320.556515 - 5 3584.0 551.384634 206.769233 310.527060 - 6 4096.0 558.545450 219.919464 297.890900 - 7 4608.0 493.714279 231.364016 285.767436 - 8 5120.0 518.481012 241.414550 283.133649 - 9 5632.0 534.260858 241.803217 288.820505 - 10 6144.0 540.131844 247.409397 285.214712 - 11 6656.0 525.473708 255.182111 284.748652 - 12 7168.0 503.017523 259.084340 283.881181 - 13 7680.0 482.513091 262.190612 275.104486 - 14 8192.0 463.698115 265.686491 283.296835 - 15 8704.0 406.412440 266.789264 283.826081 - 16 9216.0 419.703988 270.727053 287.251954 - 17 9728.0 428.388977 279.942444 288.950501 - 18 10240.0 437.295395 285.104413 286.767793 - 19 10752.0 424.421071 245.292781 289.291486 - 20 11264.0 423.724120 244.426754 286.069848 - 21 11776.0 418.702211 247.915800 288.097854 - 22 12288.0 414.784810 253.578674 293.737063 - 23 12800.0 409.327110 252.631590 287.371378 - 24 13312.0 408.030638 252.360194 289.653667 - 25 13824.0 403.620451 256.197690 291.287079 - 26 14336.0 394.116833 253.921779 286.242939 - 27 14848.0 384.829370 257.108233 289.246765 - 28 15360.0 380.041240 257.071134 284.884090 - 29 15872.0 370.913333 260.731015 289.679087 + 0 1024.0 114.306981 98.698793 315.076934 + 1 1536.0 118.153850 132.604320 341.333333 + 2 2048.0 125.068704 159.584422 332.108094 + 3 2560.0 119.300966 180.705883 332.108113 + 4 3072.0 123.912607 191.005181 320.556515 + 5 3584.0 127.809806 207.267476 310.527060 + 6 4096.0 130.723400 220.907859 296.990947 + 7 4608.0 105.325718 232.336141 287.999990 + 8 5120.0 108.647215 241.414550 283.787523 + 9 5632.0 109.714290 241.371422 288.204696 + 10 6144.0 112.133840 249.502530 287.438593 + 11 6656.0 112.733948 254.775119 285.257135 + 12 7168.0 114.994654 257.147993 281.098038 + 13 7680.0 115.128047 264.068761 281.834874 + 14 8192.0 115.856217 267.493874 282.889211 + 15 8704.0 94.054934 264.091015 282.673891 + 16 9216.0 96.755908 271.391419 287.625496 + 17 9728.0 97.768843 280.615388 288.950501 + 18 10240.0 100.105904 285.104413 289.129408 + 19 10752.0 101.036809 246.464170 290.594591 + 20 11264.0 102.945926 245.536784 286.676558 + 21 11776.0 103.601171 249.447482 288.981596 + 22 12288.0 106.159829 254.673582 294.911986 + 23 12800.0 106.187352 253.884294 289.811310 + 24 13312.0 107.463167 251.962147 289.129403 + 25 13824.0 107.544896 256.792581 292.313649 + 26 14336.0 109.435116 254.673567 287.198654 + 27 14848.0 109.276912 255.266469 289.481735 + 28 15360.0 110.669469 260.338991 290.496454 + 29 15872.0 110.863792 263.071829 291.898841 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 16.519 seconds) + **Total running time of the script:** ( 2 minutes 2.489 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 4878cf389..158481bdc 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 ================= -**14:22.730** total execution time for **getting-started_tutorials** files: +**13:47.116** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:41.514 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:44.900 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.198 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:10.849 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:16.519 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:02.489 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:52.088 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:48.554 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.411 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.325 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 4b63c4d5c..1bad125c9 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -331,16 +331,16 @@ for different problem sizes.

    6 262144.0 341.333321 341.333321 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 -9 2097152.0 722.823517 702.171410 -10 4194304.0 780.190482 780.190482 +9 2097152.0 702.171410 702.171410 +10 4194304.0 780.190482 768.000002 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 13 33554432.0 842.004273 842.004273 14 67108864.0 847.448255 848.362445 -15 134217728.0 850.196756 850.656574 +15 134217728.0 849.737435 850.656574 -

    Total running time of the script: ( 1 minutes 52.088 seconds)

    +

    Total running time of the script: ( 1 minutes 48.554 seconds)