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zb`oK!>(zhcW5Z?c3pa@n<9!;g6(nt18XB4-qP7M!vHhn=c;HaawQgiTLGR@*e^Vw|deGc%i^15N-k7ERG{k334eQH)7(zQYF~=P7Fao zXk{&B0#VHYn>}8#{lEWBVj|w!wm(3IcsJ_~=(QM6Yw@k+{V9}hq+{1c_As6vL%yf+ z$_Az;s3EBHY#Fk!n^lvua-#qN_tYC+;x_l=!P8YtK2yXDi+JbJ`hEBJ9H!dd z#nbg4KhU5H7!43JAe)r%C_tTsvXUbPS(IZ z3Zqymp4y?XdardkSy`gS?$b%i*UKqtDU9QIh#H-665v7Y$rkB{e4t`kD`huhI*NBnrzzAOJhr{G0 zT>dn|7!?7&oS&b6Xq0Fj#F;F7&n=%81$ag9qPqOUn_!gU38YrJ7R># z=RCa}*d9^n63d^dokb^f^K-Gy5`s%XmS&oKrOkFl*3f6ho2bRGO7QcMpQ&6it@H-L zC6B=L*MljhDL^UR6lx9O>GeXIyJ9d<}$qtZ^ojhzXSk{XIO16NaVRrgb6QiZ`Pk;_hy40YIC7_ z$9u>B=fBl4$B7qX-_tmOhe1^J#2Xd=KmWT;bIA7a;?SobMR-{~iK3jE>>C-Ad;brT C4beFO diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index 12f87baf0..5ceccd9d2 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -231,22 +231,22 @@ 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 8.000000 9.600000 1 8192.0 19.200000 19.200000 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 341.333321 - 7 524288.0 472.615390 472.615390 + 7 524288.0 511.999982 472.615390 8 1048576.0 585.142862 614.400016 - 9 2097152.0 682.666643 722.823517 + 9 2097152.0 682.666643 702.171410 10 4194304.0 744.727267 780.190482 11 8388608.0 780.190482 812.429770 12 16777216.0 799.219478 833.084721 - 13 33554432.0 809.086412 843.811163 - 14 67108864.0 814.111783 848.362445 - 15 134217728.0 818.773573 850.656574 + 13 33554432.0 807.425031 842.004273 + 14 67108864.0 814.955429 848.362445 + 15 134217728.0 820.481984 850.656574 diff --git a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index d54a18dab..88b64b554 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -301,16 +301,16 @@ 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 186.181817 - 1 384.0 585.142862 585.142862 153.600004 - 2 512.0 630.153853 585.142849 154.566038 + 1 384.0 585.142862 558.545450 153.600004 + 2 512.0 630.153853 606.814814 154.566038 3 640.0 660.645170 640.000002 160.000000 4 768.0 664.216187 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 742.595457 405.333344 199.038365 - 94 12288.0 753.287332 415.222812 199.197579 - 95 12416.0 737.128054 411.296057 198.854847 - 96 12544.0 736.528417 412.971190 199.111113 - 97 12672.0 738.622965 412.097543 199.167004 + 93 12160.0 741.180979 406.179533 199.038365 + 94 12288.0 753.287332 415.222812 199.298541 + 95 12416.0 737.128054 412.149375 198.854847 + 96 12544.0 737.882340 412.546756 199.111113 + 97 12672.0 738.622965 412.097543 199.264875 [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 13.336 seconds) + **Total running time of the script:** ( 1 minutes 12.769 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 35c04c816..727c88956 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -472,27 +472,27 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we 7 1152.0 44.566925 ... 46.656000 46.656000 8 1280.0 51.200001 ... 56.888887 56.109587 9 1408.0 64.138541 ... 63.392744 62.664092 - 10 1536.0 80.430545 ... 75.296679 75.296679 - 11 1664.0 63.372618 ... 62.492442 62.061463 - 12 1792.0 72.983276 ... 62.441243 62.441243 - 13 1920.0 69.120002 ... 69.120002 67.764707 - 14 2048.0 73.584279 ... 74.565406 74.235468 - 15 2176.0 82.473969 ... 79.855747 81.472263 - 16 2304.0 68.446623 ... 73.275679 73.275679 - 17 2432.0 71.125224 ... 71.125224 80.499895 - 18 2560.0 77.649287 ... 75.328737 74.642370 - 19 2688.0 82.642823 ... 81.227100 84.861423 - 20 2816.0 82.446516 ... 80.320825 80.469019 - 21 2944.0 82.784108 ... 77.505492 78.605729 - 22 3072.0 81.589488 ... 83.391907 79.976138 - 23 3200.0 83.989503 ... 86.137280 90.014065 - 24 3328.0 83.130825 ... 84.596116 87.051143 - 25 3456.0 80.300370 ... 84.156124 81.026701 - 26 3584.0 83.954614 ... 91.377427 92.696281 - 27 3712.0 84.230479 ... 83.526206 85.382349 - 28 3840.0 84.809814 ... 87.148936 87.910967 - 29 3968.0 92.652949 ... 87.222259 87.597943 - 30 4096.0 93.727466 ... 90.382307 89.837839 + 10 1536.0 80.430545 ... 76.106321 75.296679 + 11 1664.0 63.372618 ... 62.061463 61.636381 + 12 1792.0 72.983276 ... 62.441243 62.096267 + 13 1920.0 69.120002 ... 70.172588 69.818184 + 14 2048.0 73.584279 ... 74.898285 74.565406 + 15 2176.0 82.137338 ... 78.302130 78.608000 + 16 2304.0 68.643310 ... 73.051599 72.828879 + 17 2432.0 70.945618 ... 72.222274 82.147552 + 18 2560.0 77.833728 ... 76.560748 76.560748 + 19 2688.0 81.928846 ... 83.369354 79.357857 + 20 2816.0 79.587973 ... 80.320825 80.173175 + 21 2944.0 78.854483 ... 76.435630 77.026327 + 22 3072.0 81.589488 ... 82.661468 82.661468 + 23 3200.0 84.768213 ... 88.888888 83.989503 + 24 3328.0 83.130825 ... 86.217120 82.369902 + 25 3456.0 80.220468 ... 81.271743 82.519518 + 26 3584.0 87.466332 ... 92.126428 88.499397 + 27 3712.0 84.301560 ... 83.247783 83.596102 + 28 3840.0 80.255442 ... 80.432371 82.902547 + 29 3968.0 86.176998 ... 87.159957 87.035620 + 30 4096.0 93.662059 ... 83.057130 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:** ( 2 minutes 28.032 seconds) + **Total running time of the script:** ( 2 minutes 24.022 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 8e21a48bc..2ab9e5369 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 ================= -**03:52.398** total execution time for **getting-started_tutorials** files: +**03:47.821** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:28.032 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:24.022 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:13.336 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.769 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.030 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 33c211128..4553b6649 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -319,22 +319,22 @@ for different problem sizes.

    Out:

    vector-add-performance:
                size      Triton       Torch
    -0        4096.0    9.540372    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   63.999998   76.800002
     4       65536.0  127.999995  127.999995
     5      131072.0  219.428568  219.428568
     6      262144.0  341.333321  341.333321
    -7      524288.0  472.615390  472.615390
    +7      524288.0  511.999982  472.615390
     8     1048576.0  585.142862  614.400016
    -9     2097152.0  682.666643  722.823517
    +9     2097152.0  682.666643  702.171410
     10    4194304.0  744.727267  780.190482
     11    8388608.0  780.190482  812.429770
     12   16777216.0  799.219478  833.084721
    -13   33554432.0  809.086412  843.811163
    -14   67108864.0  814.111783  848.362445
    -15  134217728.0  818.773573  850.656574
    +13   33554432.0  807.425031  842.004273
    +14   67108864.0  814.955429  848.362445
    +15  134217728.0  820.481984  850.656574
     

    Total running time of the script: ( 0 minutes 11.030 seconds)

    diff --git a/getting-started/tutorials/02-fused-softmax.html b/getting-started/tutorials/02-fused-softmax.html index 08b004f2e..815abba49 100644 --- a/getting-started/tutorials/02-fused-softmax.html +++ b/getting-started/tutorials/02-fused-softmax.html @@ -386,16 +386,16 @@ We will then compare its performance against (1)
    softmax-performance:
               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      585.142849   154.566038
    +1     384.0  585.142862      558.545450   153.600004
    +2     512.0  630.153853      606.814814   154.566038
     3     640.0  660.645170      640.000002   160.000000
     4     768.0  664.216187      664.216187   163.839992
     ..      ...         ...             ...          ...
    -93  12160.0  742.595457      405.333344   199.038365
    -94  12288.0  753.287332      415.222812   199.197579
    -95  12416.0  737.128054      411.296057   198.854847
    -96  12544.0  736.528417      412.971190   199.111113
    -97  12672.0  738.622965      412.097543   199.167004
    +93  12160.0  741.180979      406.179533   199.038365
    +94  12288.0  753.287332      415.222812   199.298541
    +95  12416.0  737.128054      412.149375   198.854847
    +96  12544.0  737.882340      412.546756   199.111113
    +97  12672.0  738.622965      412.097543   199.264875
     
     [98 rows x 4 columns]
     
    @@ -408,7 +408,7 @@ We will then compare its performance against (1) Total running time of the script: ( 1 minutes 13.336 seconds)

    +

    Total running time of the script: ( 1 minutes 12.769 seconds)

    -

    Total running time of the script: ( 2 minutes 28.032 seconds)

    +

    Total running time of the script: ( 2 minutes 24.022 seconds)