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Out:

vector-add-performance:
            size      Triton       Torch
-0        4096.0    9.600000    9.600000
+0        4096.0    8.000000    9.600000
 1        8192.0   19.200000   19.200000
 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  384.000001
+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  722.823517
@@ -323,7 +323,7 @@ for different problem sizes.

15 134217728.0 851.577704 850.656574
-

Total running time of the script: ( 0 minutes 10.992 seconds)

+

Total running time of the script: ( 0 minutes 10.970 seconds)

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Pass `show_plots=True` to see the p vector-add-performance: size Triton Torch - 0 4096.0 9.600000 9.600000 + 0 4096.0 8.000000 9.600000 1 8192.0 19.200000 19.200000 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 384.000001 + 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 722.823517 @@ -239,7 +239,7 @@ We can now run the decorated function above. Pass `show_plots=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 10.992 seconds) + **Total running time of the script:** ( 0 minutes 10.970 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 bacef6d46..2e79d68b3 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -265,13 +265,13 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t 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 276.134828 + 4 768.0 702.171410 664.216187 273.066663 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 329.483481 + 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 + 95 12416.0 810.840807 411.722274 329.173158 96 12544.0 810.925276 412.971190 329.292871 - 97 12672.0 811.007961 412.097543 329.410251 + 97 12672.0 811.007961 412.097543 329.142870 [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 8.189 seconds) + **Total running time of the script:** ( 1 minutes 8.170 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 2c1006e21..7d41e3168 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 2.978909 ... 2.978909 2.978909 + 1 256.0 2.978909 ... 3.276800 3.276800 2 384.0 7.372800 ... 8.507077 8.507077 - 3 512.0 14.563555 ... 16.384000 16.384000 - 4 640.0 22.260869 ... 24.380953 24.380953 + 3 512.0 14.563555 ... 16.384000 15.420235 + 4 640.0 22.260869 ... 23.272727 23.272727 5 768.0 32.768000 ... 34.028308 34.028308 - 6 896.0 39.025776 ... 39.025776 37.971025 - 7 1024.0 49.932191 ... 52.428801 52.428801 - 8 1152.0 44.566925 ... 46.656000 46.656000 + 6 896.0 37.971025 ... 39.025776 37.971025 + 7 1024.0 51.150050 ... 52.428801 52.428801 + 8 1152.0 44.566925 ... 45.938215 45.938215 9 1280.0 51.200001 ... 56.109587 56.109587 - 10 1408.0 64.138541 ... 66.485074 65.684049 - 11 1536.0 80.430545 ... 76.106321 76.106321 - 12 1664.0 63.372618 ... 62.061463 60.803457 - 13 1792.0 72.512412 ... 68.953520 68.533074 - 14 1920.0 69.120002 ... 69.467336 68.776119 - 15 2048.0 73.584279 ... 75.915006 75.915006 - 16 2176.0 83.500614 ... 80.817862 80.494588 - 17 2304.0 68.446623 ... 72.828879 72.607513 - 18 2432.0 71.125224 ... 79.139336 79.813818 - 19 2560.0 77.833728 ... 76.740048 75.328737 - 20 2688.0 84.108772 ... 79.524227 83.369354 - 21 2816.0 82.135981 ... 78.868366 76.516158 - 22 2944.0 81.967162 ... 81.034195 79.737653 - 23 3072.0 81.825298 ... 83.146995 83.761985 - 24 3200.0 84.210524 ... 89.887639 86.137280 - 25 3328.0 82.464255 ... 82.843841 86.424125 - 26 3456.0 82.604067 ... 87.442050 82.435141 - 27 3584.0 86.540320 ... 96.683219 90.458141 - 28 3712.0 84.946722 ... 82.084920 87.170458 - 29 3840.0 84.421376 ... 86.806905 86.063813 - 30 3968.0 92.652949 ... 87.472354 87.284643 - 31 4096.0 93.401342 ... 91.553703 91.678778 + 10 1408.0 64.138541 ... 64.902096 58.621246 + 11 1536.0 77.778988 ... 76.106321 75.296679 + 12 1664.0 62.929456 ... 61.636381 61.636381 + 13 1792.0 72.983276 ... 68.953520 68.533074 + 14 1920.0 69.120002 ... 69.467336 69.120002 + 15 2048.0 73.584279 ... 75.573044 74.898285 + 16 2176.0 82.137338 ... 80.173899 78.916269 + 17 2304.0 68.446623 ... 73.275679 72.828879 + 18 2432.0 71.305746 ... 80.041209 79.362895 + 19 2560.0 78.019048 ... 76.920185 76.382283 + 20 2688.0 81.928846 ... 80.708630 83.369354 + 21 2816.0 82.446516 ... 78.868366 78.584162 + 22 2944.0 82.102191 ... 79.356738 78.854483 + 23 3072.0 81.121923 ... 80.544956 82.301023 + 24 3200.0 84.432717 ... 89.887639 87.431696 + 25 3328.0 81.622783 ... 85.297742 86.528001 + 26 3456.0 79.823334 ... 86.134151 81.683457 + 27 3584.0 85.797134 ... 96.063450 87.808000 + 28 3712.0 85.163978 ... 83.736248 81.480261 + 29 3840.0 83.655065 ... 82.716526 84.228485 + 30 3968.0 89.003603 ... 82.337339 80.017334 + 31 4096.0 93.271527 ... 90.443212 87.324485 [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 14.506 seconds) + **Total running time of the script:** ( 2 minutes 16.316 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 8427dbe98..7af0eb1c4 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 ================= -**03:33.687** total execution time for **getting-started_tutorials** files: +**03:35.456** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:14.506 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:16.316 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.189 | 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_01-vector-add.py` (``01-vector-add.py``) | 00:10.992 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.970 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index ca3211c19..dc11a1326 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -305,13 +305,13 @@ for different problem sizes.