From be5bc8a654a416e4aeed387606b513104bc2f254 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sat, 31 Jul 2021 05:49:14 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- .../tutorials_jupyter.zip | Bin 30214 -> 30214 bytes .../tutorials_python.zip | Bin 23226 -> 23226 bytes _images/sphx_glr_01-vector-add_001.png | Bin 24728 -> 24273 bytes _images/sphx_glr_01-vector-add_thumb.png | Bin 15488 -> 15515 bytes _images/sphx_glr_02-fused-softmax_001.png | Bin 40234 -> 40005 bytes _images/sphx_glr_02-fused-softmax_thumb.png | Bin 24895 -> 24947 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 56167 -> 57220 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 32398 -> 32739 bytes .../tutorials/01-vector-add.rst.txt | 8 +-- .../tutorials/02-fused-softmax.rst.txt | 16 +++--- .../03-matrix-multiplication.rst.txt | 52 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 8 +-- getting-started/tutorials/01-vector-add.html | 8 +-- .../tutorials/02-fused-softmax.html | 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Pass `print_data=True` to see the p 0 4096.0 9.540372 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 - 3 32768.0 63.999998 63.999998 + 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 384.000001 + 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 @@ -230,7 +230,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 13 33554432.0 843.811163 843.811163 - 14 67108864.0 848.362445 848.362445 + 14 67108864.0 849.278610 848.362445 15 134217728.0 851.577704 850.656574 @@ -239,7 +239,7 @@ 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:** ( 0 minutes 10.987 seconds) + **Total running time of the script:** ( 0 minutes 11.018 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index dd6668edf..8ef44cf97 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -262,16 +262,16 @@ 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 273.066674 - 1 384.0 585.142862 585.142862 261.446801 - 2 512.0 655.360017 585.142849 264.258068 + 1 384.0 585.142862 585.142862 267.130429 + 2 512.0 630.153853 606.814814 264.258068 3 640.0 682.666684 640.000002 269.473696 4 768.0 702.171410 664.216187 273.066663 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 329.204728 - 94 12288.0 812.429770 415.222812 329.602681 - 95 12416.0 810.840807 412.149375 328.900662 - 96 12544.0 810.925276 412.546756 329.292871 - 97 12672.0 811.007961 412.097543 329.142870 + 93 12160.0 812.359066 405.755985 329.483481 + 94 12288.0 812.429770 415.661740 329.602681 + 95 12416.0 810.840807 412.149375 329.173158 + 96 12544.0 810.925276 412.971190 329.292871 + 97 12672.0 811.007961 412.097543 329.410251 [98 rows x 4 columns] @@ -290,7 +290,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 8.170 seconds) + **Total running time of the script:** ( 1 minutes 8.191 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index f8f05a4ac..b54ef8470 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -371,37 +371,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) 0 128.0 0.455111 ... 0.512000 0.512000 - 1 256.0 2.730667 ... 3.276800 2.978909 + 1 256.0 2.978909 ... 3.276800 2.978909 2 384.0 7.372800 ... 8.507077 8.507077 3 512.0 14.563555 ... 16.384000 15.420235 4 640.0 22.260869 ... 24.380953 24.380953 5 768.0 32.768000 ... 34.028308 34.028308 - 6 896.0 37.971025 ... 39.025776 37.971025 + 6 896.0 39.025776 ... 39.025776 39.025776 7 1024.0 49.932191 ... 52.428801 52.428801 - 8 1152.0 44.566925 ... 46.656000 45.938215 + 8 1152.0 44.566925 ... 45.938215 45.938215 9 1280.0 51.200001 ... 56.109587 56.109587 - 10 1408.0 64.138541 ... 65.684049 65.684049 - 11 1536.0 80.430545 ... 76.106321 76.106321 - 12 1664.0 63.372618 ... 61.636381 61.636381 - 13 1792.0 72.983276 ... 68.533074 68.533074 - 14 1920.0 68.098521 ... 70.172588 70.172588 - 15 2048.0 73.908442 ... 75.234154 75.573044 - 16 2176.0 83.155572 ... 80.173899 79.855747 - 17 2304.0 68.251065 ... 73.051599 72.828879 - 18 2432.0 71.125224 ... 81.433227 81.433227 - 19 2560.0 77.833728 ... 76.920185 75.676673 - 20 2688.0 83.552988 ... 80.880718 82.823267 - 21 2816.0 82.446516 ... 78.868366 79.733474 - 22 2944.0 82.373605 ... 80.251257 79.610276 - 23 3072.0 77.993256 ... 81.943708 83.514905 - 24 3200.0 84.210524 ... 89.887639 84.544253 - 25 3328.0 83.130825 ... 81.346098 82.088138 - 26 3456.0 80.140726 ... 82.943999 81.600781 - 27 3584.0 87.296493 ... 95.451583 96.269155 - 28 3712.0 84.301560 ... 89.194055 89.035062 - 29 3840.0 85.267542 ... 83.718392 84.292684 - 30 3968.0 89.921841 ... 87.035620 86.664727 - 31 4096.0 92.820009 ... 91.366730 91.741443 + 10 1408.0 64.138541 ... 65.684049 58.621246 + 11 1536.0 79.526831 ... 76.106321 75.296679 + 12 1664.0 63.372618 ... 62.061463 61.636381 + 13 1792.0 72.983276 ... 69.379162 68.953520 + 14 1920.0 66.782607 ... 70.172588 70.172588 + 15 2048.0 73.908442 ... 75.573044 75.234154 + 16 2176.0 83.155572 ... 80.817862 79.226957 + 17 2304.0 68.251065 ... 73.051599 72.607513 + 18 2432.0 71.125224 ... 80.041209 80.963875 + 19 2560.0 77.101175 ... 77.101175 76.027843 + 20 2688.0 83.922689 ... 80.880718 83.369354 + 21 2816.0 78.584162 ... 78.726003 79.011245 + 22 2944.0 82.373605 ... 78.481940 80.640830 + 23 3072.0 79.415291 ... 84.892208 83.761985 + 24 3200.0 80.604535 ... 89.761569 87.312416 + 25 3328.0 83.130825 ... 82.369902 81.715431 + 26 3456.0 81.108217 ... 87.347312 83.200794 + 27 3584.0 86.707226 ... 96.579370 88.499397 + 28 3712.0 80.627396 ... 83.736248 81.950243 + 29 3840.0 80.197243 ... 85.930069 86.602979 + 30 3968.0 91.472214 ... 87.472354 87.409694 + 31 4096.0 92.948562 ... 91.553703 91.678778 [32 rows x 5 columns] @@ -411,7 +411,7 @@ 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:** ( 2 minutes 5.849 seconds) + **Total running time of the script:** ( 2 minutes 12.196 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 2fb9c48c7..06599c359 100644 --- a/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,12 +5,12 @@ Computation times ================= -**03:25.006** total execution time for **getting-started_tutorials** files: +**03:31.405** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:05.849 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:12.196 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.170 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.191 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.987 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.018 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 8ce87a43e..6de7caf72 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -308,10 +308,10 @@ for different problem sizes.

0 4096.0 9.540372 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 -3 32768.0 63.999998 63.999998 +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 384.000001 +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 @@ -319,11 +319,11 @@ for different problem sizes.

11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 13 33554432.0 843.811163 843.811163 -14 67108864.0 848.362445 848.362445 +14 67108864.0 849.278610 848.362445 15 134217728.0 851.577704 850.656574 -

Total running time of the script: ( 0 minutes 10.987 seconds)

+

Total running time of the script: ( 0 minutes 11.018 seconds)