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z_#ihHdi^JV3g8nhc)d+vEJI#_E|Jfk)H(5|J&g&difAgk_2WdA`TN-_TH@ZJ3mwcL zOlyQ^5~l%AtF-9N^D4q-g4gv}v+Z`-yMYf(Z`*GX#V1jp=5-o=bymep3xwv%oy|Cl zke&(KR-S5{FOL16lkcD?zPniGj)4l)qPl@x` hJOBTutIux>eQPjnTYdck&w?jWl2@1eAZvW@{{Xd-^+x~z diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index b44c735f3..faac51d43 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -231,20 +231,20 @@ We can now run the decorated function above. Pass `print_data=True` to see the p vector-add-performance: size Triton Torch - 0 4096.0 9.540372 9.600000 + 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 - 2 16384.0 38.400001 31.999999 - 3 32768.0 63.999998 63.999998 + 2 16384.0 38.400001 38.400001 + 3 32768.0 63.999998 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 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 - 13 33554432.0 843.811163 843.811163 + 13 33554432.0 843.811163 842.004273 14 67108864.0 849.278610 848.362445 15 134217728.0 851.577704 850.656574 @@ -254,7 +254,7 @@ 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 10.991 seconds) + **Total running time of the script:** ( 0 minutes 12.966 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 0de9906a4..136cb1d38 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -302,15 +302,15 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t N Triton Torch (native) Torch (jit) 0 256.0 512.000001 546.133347 186.181817 1 384.0 585.142862 585.142862 153.600004 - 2 512.0 630.153853 606.814814 156.038096 - 3 640.0 660.645170 640.000002 160.000000 - 4 768.0 702.171410 664.216187 163.839992 + 2 512.0 630.153853 585.142849 154.566038 + 3 640.0 660.645170 640.000002 158.759699 + 4 768.0 702.171410 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 199.038365 - 94 12288.0 812.429770 415.661740 199.298541 - 95 12416.0 810.840807 412.149375 198.854847 - 96 12544.0 810.925276 412.971190 199.111113 - 97 12672.0 811.007961 412.097543 199.264875 + 93 12160.0 812.359066 406.179533 198.733401 + 94 12288.0 812.429770 415.661740 198.995960 + 95 12416.0 810.840807 411.296057 198.655991 + 96 12544.0 810.925276 412.971190 198.815254 + 97 12672.0 809.389265 412.097543 198.873965 [98 rows x 4 columns] @@ -328,7 +328,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 12.603 seconds) + **Total running time of the script:** ( 1 minutes 12.677 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 a76f62452..4edfd259c 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -462,37 +462,37 @@ 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 2.978909 - 1 384.0 7.372800 ... 7.899428 7.899428 - 2 512.0 14.563555 ... 16.384000 15.420235 + 0 256.0 2.730667 ... 3.276800 3.276800 + 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 32.768000 ... 34.028308 34.028308 5 896.0 39.025776 ... 40.140799 39.025776 - 6 1024.0 49.932191 ... 52.428801 52.428801 - 7 1152.0 44.566925 ... 46.656000 46.656000 - 8 1280.0 51.200001 ... 56.888887 56.109587 - 9 1408.0 64.138541 ... 64.902096 64.902096 + 6 1024.0 49.932191 ... 53.773130 52.428801 + 7 1152.0 44.566925 ... 46.656000 45.938215 + 8 1280.0 51.200001 ... 56.109587 56.109587 + 9 1408.0 64.138541 ... 64.902096 64.138541 10 1536.0 78.643199 ... 76.106321 76.106321 - 11 1664.0 63.372618 ... 62.061463 62.061463 - 12 1792.0 72.983276 ... 69.810085 69.810085 - 13 1920.0 69.120002 ... 70.172588 70.172588 - 14 2048.0 73.584279 ... 74.898285 74.565406 - 15 2176.0 82.137338 ... 80.817862 78.916269 - 16 2304.0 67.863272 ... 73.501144 73.275679 - 17 2432.0 71.125224 ... 79.813818 81.197876 - 18 2560.0 77.649287 ... 77.283019 77.283019 - 19 2688.0 80.196737 ... 83.922689 80.708630 - 20 2816.0 81.827785 ... 77.330158 79.298560 - 21 2944.0 82.237674 ... 79.104810 77.145564 - 22 3072.0 82.540970 ... 82.903517 83.391907 - 23 3200.0 84.768213 ... 87.551302 89.761569 - 24 3328.0 80.707733 ... 84.298943 87.580655 - 25 3456.0 81.849303 ... 84.775569 84.954233 - 26 3584.0 86.707226 ... 94.647779 94.947616 - 27 3712.0 83.317214 ... 84.159518 82.357725 - 28 3840.0 84.292684 ... 87.493673 87.355452 - 29 3968.0 92.302520 ... 88.103928 87.976885 - 30 4096.0 93.596744 ... 90.443212 90.382307 + 11 1664.0 62.929456 ... 62.061463 62.061463 + 12 1792.0 72.983276 ... 69.810085 69.379162 + 13 1920.0 69.120002 ... 70.530615 70.530615 + 14 2048.0 73.908442 ... 75.234154 68.487170 + 15 2176.0 82.813365 ... 77.998640 79.855747 + 16 2304.0 68.446623 ... 73.728002 73.501144 + 17 2432.0 71.305746 ... 82.147552 81.908060 + 18 2560.0 77.649287 ... 76.027843 77.465723 + 19 2688.0 78.536346 ... 82.284288 80.880718 + 20 2816.0 82.602666 ... 77.605356 79.443003 + 21 2944.0 81.431424 ... 80.122235 76.670818 + 22 3072.0 81.472093 ... 82.903517 82.181572 + 23 3200.0 83.116885 ... 85.106381 88.642656 + 24 3328.0 84.101981 ... 86.424125 84.895397 + 25 3456.0 81.849303 ... 81.766291 85.950501 + 26 3584.0 87.127323 ... 88.761490 90.549237 + 27 3712.0 85.822459 ... 81.883070 84.088676 + 28 3840.0 84.679936 ... 88.615388 88.402879 + 29 3968.0 92.512459 ... 87.850207 87.787005 + 30 4096.0 93.271527 ... 83.313299 90.626421 [31 rows x 5 columns] @@ -502,7 +502,7 @@ 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 8.434 seconds) + **Total running time of the script:** ( 2 minutes 5.134 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 6af57ea64..d66100884 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 ================= -**03:32.028** total execution time for **getting-started_tutorials** files: +**03:30.777** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:08.434 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:05.134 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.603 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.677 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.991 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:12.966 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 633cf376a..31fd1a06a 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -319,25 +319,25 @@ for different problem sizes.

Out:

vector-add-performance:
            size      Triton       Torch
-0        4096.0    9.540372    9.600000
+0        4096.0    9.600000    9.600000
 1        8192.0   19.200000   19.200000
-2       16384.0   38.400001   31.999999
-3       32768.0   63.999998   63.999998
+2       16384.0   38.400001   38.400001
+3       32768.0   63.999998   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  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
-13   33554432.0  843.811163  843.811163
+13   33554432.0  843.811163  842.004273
 14   67108864.0  849.278610  848.362445
 15  134217728.0  851.577704  850.656574
 
-

Total running time of the script: ( 0 minutes 10.991 seconds)

+

Total running time of the script: ( 0 minutes 12.966 seconds)