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Pass `print_data=True` to see the p vector-add-performance: size Triton Torch - 0 4096.0 9.600000 9.600000 + 0 4096.0 9.540372 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 341.333321 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 `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 12.689 seconds) + **Total running time of the script:** ( 0 minutes 11.067 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 0197ba4e1..5690c5b5a 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 267.130429 + 1 384.0 585.142862 585.142862 261.446801 2 512.0 630.153853 606.814814 264.258068 - 3 640.0 682.666684 640.000002 269.473696 + 3 640.0 682.666684 640.000002 265.974036 4 768.0 702.171410 664.216187 273.066663 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 329.483481 - 94 12288.0 812.429770 415.661740 329.602681 - 95 12416.0 810.840807 412.149375 328.900662 - 96 12544.0 810.925276 412.971190 329.292871 - 97 12672.0 809.389265 412.097543 329.142870 + 93 12160.0 812.359066 405.755985 329.483481 + 94 12288.0 812.429770 415.222812 329.602681 + 95 12416.0 810.840807 412.149375 329.173158 + 96 12544.0 810.925276 412.971190 329.022957 + 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 8.263 seconds) + **Total running time of the script:** ( 1 minutes 8.169 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 ea165824e..0dc62d2ec 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -372,36 +372,36 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we M cuBLAS ... Triton Triton (+ LeakyReLU) 0 128.0 0.455111 ... 0.512000 0.512000 1 256.0 2.730667 ... 2.978909 2.978909 - 2 384.0 7.372800 ... 7.899428 7.899428 + 2 384.0 7.372800 ... 8.507077 8.507077 3 512.0 14.563555 ... 15.420235 15.420235 - 4 640.0 22.260869 ... 24.380953 24.380953 + 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 + 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 46.656000 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 75.296679 + 11 1536.0 80.430545 ... 76.106321 76.106321 12 1664.0 63.372618 ... 61.636381 61.636381 - 13 1792.0 72.983276 ... 68.953520 68.533074 - 14 1920.0 65.516586 ... 67.764707 69.120002 - 15 2048.0 73.584279 ... 75.234154 74.898285 - 16 2176.0 82.473969 ... 78.302130 78.608000 - 17 2304.0 68.446623 ... 73.051599 72.607513 - 18 2432.0 71.305746 ... 80.499895 80.963875 - 19 2560.0 78.019048 ... 76.740048 74.983980 - 20 2688.0 83.737433 ... 83.552988 80.537273 - 21 2816.0 78.868366 ... 77.193289 78.442822 - 22 2944.0 81.166173 ... 80.122235 77.385141 - 23 3072.0 81.472093 ... 83.391907 81.121923 - 24 3200.0 82.368085 ... 86.021503 87.671229 - 25 3328.0 83.516586 ... 86.320498 82.939284 - 26 3456.0 81.849303 ... 80.783132 85.043848 - 27 3584.0 87.211821 ... 92.126428 84.663603 - 28 3712.0 84.088676 ... 84.301560 81.550936 - 29 3840.0 81.079177 ... 84.164384 85.267542 - 30 3968.0 92.442373 ... 84.038524 83.807647 - 31 4096.0 93.401342 ... 91.304576 91.056800 + 13 1792.0 72.983276 ... 69.379162 68.953520 + 14 1920.0 68.098521 ... 69.818184 69.818184 + 15 2048.0 73.584279 ... 75.234154 75.573044 + 16 2176.0 83.500614 ... 80.817862 80.494588 + 17 2304.0 68.251065 ... 73.051599 73.051599 + 18 2432.0 71.305746 ... 81.197876 81.197876 + 19 2560.0 77.833728 ... 76.740048 76.382283 + 20 2688.0 83.004501 ... 83.369354 85.051697 + 21 2816.0 81.067298 ... 75.982940 78.868366 + 22 2944.0 79.483304 ... 79.865439 79.230573 + 23 3072.0 81.589488 ... 83.146995 83.025078 + 24 3200.0 84.432717 ... 86.956520 89.385477 + 25 3328.0 84.003845 ... 82.843841 85.806075 + 26 3456.0 82.350937 ... 84.686523 84.508982 + 27 3584.0 84.111686 ... 92.032132 96.475743 + 28 3712.0 86.416391 ... 84.874549 88.170647 + 29 3840.0 85.005380 ... 87.771425 87.493673 + 30 3968.0 92.512459 ... 80.703662 84.797731 + 31 4096.0 93.727466 ... 90.995066 91.741443 [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 10.315 seconds) + **Total running time of the script:** ( 1 minutes 58.805 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 1885ac54e..b36af7bad 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 ================= -**03:31.267** total execution time for **getting-started_tutorials** files: +**03:18.042** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:10.315 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 01:58.805 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.263 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.169 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:12.689 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.067 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index d68a7af8f..d670a665e 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.

Out:

vector-add-performance:
            size      Triton       Torch
-0        4096.0    9.600000    9.600000
+0        4096.0    9.540372    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  341.333321
 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 12.689 seconds)

+

Total running time of the script: ( 0 minutes 11.067 seconds)