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z>JJ0C9r$-5r<9BgEA?)WE{~H)jvNWO`oDAZnVgn6@x*+Be;^6|QMjxklO=8V@c#kS CFo_ue diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index 7b374364e..b1f80a3df 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -234,10 +234,10 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 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 + 3 32768.0 63.999998 63.999998 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 @@ -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 11.053 seconds) + **Total running time of the script:** ( 0 minutes 10.992 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 01d5d7c78..9b19dbc22 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -302,14 +302,14 @@ 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 - 2 512.0 655.360017 606.814814 154.566038 + 2 512.0 630.153853 606.814814 154.566038 3 640.0 682.666684 640.000002 160.000000 4 768.0 702.171410 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 199.038365 + 93 12160.0 812.359066 406.179533 198.936606 94 12288.0 812.429770 415.661740 199.298541 - 95 12416.0 810.840807 412.149375 198.954424 - 96 12544.0 810.925276 412.971190 199.111113 + 95 12416.0 810.840807 411.722274 198.854847 + 96 12544.0 810.925276 412.546756 199.111113 97 12672.0 811.007961 412.097543 199.167004 [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 12.704 seconds) + **Total running time of the script:** ( 1 minutes 12.593 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 a4293ecfc..9ba8f63e5 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 ... 2.978909 2.978909 + 0 256.0 2.730667 ... 3.276800 2.978909 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 + 2 512.0 14.563555 ... 15.420235 15.420235 + 3 640.0 22.260869 ... 24.380953 23.272727 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 + 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 ... 64.902096 63.392744 - 10 1536.0 79.526831 ... 76.106321 75.296679 + 9 1408.0 64.138541 ... 64.902096 64.902096 + 10 1536.0 76.933564 ... 76.106321 76.106321 11 1664.0 62.929456 ... 62.061463 62.061463 12 1792.0 72.983276 ... 69.810085 69.379162 - 13 1920.0 66.461539 ... 70.530615 70.530615 - 14 2048.0 73.908442 ... 75.234154 74.898285 - 15 2176.0 83.500614 ... 79.540109 79.226957 + 13 1920.0 69.120002 ... 69.467336 69.120002 + 14 2048.0 73.584279 ... 74.898285 74.565406 + 15 2176.0 83.155572 ... 79.540109 79.855747 16 2304.0 68.446623 ... 73.501144 73.275679 - 17 2432.0 71.305746 ... 82.388456 81.908060 - 18 2560.0 78.019048 ... 77.649287 75.502306 - 19 2688.0 84.108772 ... 80.537273 83.369354 - 20 2816.0 84.035084 ... 79.298560 79.298560 - 21 2944.0 82.373605 ... 80.122235 79.483304 - 22 3072.0 79.415291 ... 81.355034 83.146995 - 23 3200.0 78.817733 ... 90.140846 86.021503 - 24 3328.0 83.034941 ... 87.474238 84.397770 - 25 3456.0 81.849303 ... 84.244062 85.950501 - 26 3584.0 87.211821 ... 94.548254 94.947616 - 27 3712.0 84.159518 ... 89.755028 88.797643 - 28 3840.0 84.356981 ... 81.499296 83.027026 - 29 3968.0 86.114283 ... 82.504353 87.850207 - 30 4096.0 93.206754 ... 89.717734 89.538177 + 17 2432.0 71.125224 ... 81.433227 82.147552 + 18 2560.0 78.019048 ... 77.283019 75.502306 + 19 2688.0 83.922689 ... 80.880718 84.483418 + 20 2816.0 81.674548 ... 79.443003 77.743683 + 21 2944.0 81.832567 ... 79.356738 78.854483 + 22 3072.0 82.540970 ... 80.544956 82.782312 + 23 3200.0 84.210524 ... 90.140846 88.642656 + 24 3328.0 83.034941 ... 87.687325 84.795401 + 25 3456.0 81.932484 ... 83.372870 85.133652 + 26 3584.0 88.152348 ... 91.750399 87.551500 + 27 3712.0 85.091436 ... 84.230479 82.287760 + 28 3840.0 84.292684 ... 87.080314 87.217666 + 29 3968.0 89.003603 ... 84.270676 88.167587 + 30 4096.0 93.531519 ... 88.827088 88.592559 [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 12.872 seconds) + **Total running time of the script:** ( 2 minutes 2.007 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 a7896ea06..ad5f86348 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 ================= -**03:36.629** total execution time for **getting-started_tutorials** files: +**03:25.593** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:12.872 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:02.007 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.704 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.593 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.053 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.992 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index a7a1750a1..8bc9d80ca 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -322,10 +322,10 @@ for different problem sizes.

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 +3 32768.0 63.999998 63.999998 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 @@ -337,7 +337,7 @@ for different problem sizes.

15 134217728.0 851.577704 850.656574 -

Total running time of the script: ( 0 minutes 11.053 seconds)

+

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

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