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zzLPySKTiw`NMIAVuW*>Ds;et1`_lJYSvfgoZf>jzmnh+RDqIIfkUn)PuPbrtV<_Ot zVWwS~uiK}&6E5*EQgJ7>@FcY?)nEDdp14}P$no)=sQ#W>uuDitJhdox^wfKHxT(3h z_wDAI=KL%T%?>gZ-f$qX>fgU}vw1l}OnrQ|lDzLTF06SGw>~&{PAcxKRNQ91i%DQP z6JKjXUhG$1~jUzKzaVhzvmt! z+2rJ8bX*)BdvuDNQc`fHS|C=8+yiz5fpbN14a~ diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index 5182986ea..e9666f082 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -231,13 +231,13 @@ 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 8.000000 9.600000 + 0 4096.0 9.600000 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 262144.0 341.333321 341.333321 + 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 @@ -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:** ( 1 minutes 56.166 seconds) + **Total running time of the script:** ( 1 minutes 50.209 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 2e59c1820..5c18a8d55 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -286,17 +286,17 @@ 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 186.181817 + 0 256.0 512.000001 546.133347 184.089886 1 384.0 585.142862 585.142862 153.600004 - 2 512.0 630.153853 606.814814 154.566038 + 2 512.0 630.153853 585.142849 154.566038 3 640.0 682.666684 640.000002 160.000000 4 768.0 702.171410 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 810.666687 406.179533 198.936606 - 94 12288.0 810.754644 415.222812 199.298541 - 95 12416.0 809.189387 412.149375 198.854847 - 96 12544.0 807.661970 412.971190 199.111113 - 97 12672.0 807.776923 412.097543 199.167004 + 93 12160.0 810.666687 405.755985 199.140227 + 94 12288.0 810.754644 415.661740 199.399583 + 95 12416.0 807.544681 411.296057 198.954424 + 96 12544.0 807.661970 412.971190 199.209928 + 97 12672.0 807.776923 412.097543 199.264875 [98 rows x 4 columns] @@ -314,7 +314,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 26.313 seconds) + **Total running time of the script:** ( 3 minutes 27.286 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 d88272e5d..3f882d931 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 2.978909 ... 3.276800 2.978909 + 0 256.0 2.730667 ... 3.276800 3.276800 1 384.0 7.372800 ... 8.507077 8.507077 2 512.0 14.563555 ... 16.384000 16.384000 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 37.971025 + 5 896.0 39.025776 ... 39.025776 39.025776 6 1024.0 49.932191 ... 53.773130 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 ... 67.305878 66.485074 - 10 1536.0 80.430545 ... 78.643199 78.643199 - 11 1664.0 63.372618 ... 62.492442 62.061463 + 8 1280.0 51.200001 ... 56.109587 56.109587 + 9 1408.0 64.138541 ... 66.485074 66.485074 + 10 1536.0 80.430545 ... 79.526831 78.643199 + 11 1664.0 62.929456 ... 62.061463 62.061463 12 1792.0 72.983276 ... 72.047592 72.047592 13 1920.0 69.120002 ... 70.530615 70.172588 14 2048.0 73.908442 ... 76.959706 76.608294 - 15 2176.0 83.500614 ... 86.367588 85.632545 - 16 2304.0 68.446623 ... 76.809875 76.809875 - 17 2432.0 71.305746 ... 74.918570 85.393507 - 18 2560.0 78.019048 ... 81.108913 80.709358 - 19 2688.0 83.552988 ... 89.676257 89.254248 - 20 2816.0 82.680963 ... 83.233226 83.712490 - 21 2944.0 82.237674 ... 82.784108 81.967162 - 22 3072.0 81.707223 ... 86.978653 85.922766 - 23 3200.0 84.993363 ... 95.238096 95.522391 - 24 3328.0 83.516586 ... 81.346098 83.710812 - 25 3456.0 81.932484 ... 90.484366 91.097818 - 26 3584.0 85.797134 ... 90.549237 94.349836 - 27 3712.0 85.859341 ... 85.019017 88.561477 - 28 3840.0 81.019778 ... 88.615388 91.398346 - 29 3968.0 85.991957 ... 91.472214 84.154440 - 30 4096.0 93.142072 ... 88.359266 82.392715 + 15 2176.0 83.500614 ... 86.367588 85.998493 + 16 2304.0 68.446623 ... 77.057651 77.057651 + 17 2432.0 71.305746 ... 85.393507 84.877538 + 18 2560.0 78.019048 ... 81.310171 81.310171 + 19 2688.0 83.737433 ... 89.254248 89.888756 + 20 2816.0 82.602666 ... 83.074685 83.233226 + 21 2944.0 82.237674 ... 82.784108 82.509987 + 22 3072.0 82.661468 ... 88.750943 85.920732 + 23 3200.0 84.993363 ... 90.780140 95.522391 + 24 3328.0 83.613586 ... 81.346098 83.905938 + 25 3456.0 81.849303 ... 91.304157 87.823058 + 26 3584.0 83.024371 ... 94.747514 95.451583 + 27 3712.0 81.682211 ... 87.937800 87.937800 + 28 3840.0 82.778440 ... 90.723546 88.473602 + 29 3968.0 91.747320 ... 84.038524 91.335278 + 30 4096.0 91.741443 ... 85.001726 90.200084 [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:** ( 5 minutes 57.449 seconds) + **Total running time of the script:** ( 5 minutes 37.929 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index ed4f6bc5d..fe5ecad7d 100644 --- a/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -238,7 +238,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.187 seconds) + **Total running time of the script:** ( 0 minutes 0.010 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/_sources/getting-started/tutorials/sg_execution_times.rst.txt index b8973e109..4d958b48f 100644 --- a/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,14 +5,14 @@ Computation times ================= -**11:20.116** total execution time for **getting-started_tutorials** files: +**10:55.434** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:57.449 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:37.929 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:26.313 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.286 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:56.166 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.209 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.187 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.010 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 31a86108f..7c7b4d080 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -320,13 +320,13 @@ for different problem sizes.

Out:

vector-add-performance:
            size      Triton       Torch
-0        4096.0    8.000000    9.600000
+0        4096.0    9.600000    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  341.333321  341.333321
+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
@@ -338,7 +338,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574
-

Total running time of the script: ( 1 minutes 56.166 seconds)

+

Total running time of the script: ( 1 minutes 50.209 seconds)