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Pass `print_data=True` to see the p 0 4096.0 9.540372 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 - 3 32768.0 63.999998 63.999998 + 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 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 842.004273 + 13 33554432.0 843.811163 843.811163 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 11.005 seconds) + **Total running time of the script:** ( 0 minutes 10.981 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 7526423a9..aa4535f80 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -300,17 +300,17 @@ 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 - 1 384.0 585.142862 585.142862 153.600004 + 0 256.0 512.000001 546.133347 190.511628 + 1 384.0 585.142862 558.545450 153.600004 2 512.0 630.153853 606.814814 154.566038 - 3 640.0 682.666684 640.000002 160.000000 + 3 640.0 682.666684 640.000002 161.259834 4 768.0 702.171410 664.216187 163.839992 .. ... ... ... ... 93 12160.0 812.359066 405.755985 199.038365 - 94 12288.0 812.429770 415.222812 199.298541 - 95 12416.0 810.840807 412.149375 198.854847 - 96 12544.0 810.925276 412.546756 199.012395 - 97 12672.0 811.007961 412.097543 199.167004 + 94 12288.0 812.429770 415.661740 199.298541 + 95 12416.0 810.840807 411.722274 198.954424 + 96 12544.0 810.925276 412.971190 199.209928 + 97 12672.0 809.389265 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 12.620 seconds) + **Total running time of the script:** ( 1 minutes 12.586 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 8a50c264e..17a26c2c1 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -462,38 +462,38 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) - 0 128.0 0.512000 ... 0.512000 0.512000 - 1 256.0 2.730667 ... 3.276800 2.978909 + 0 128.0 0.455111 ... 0.512000 0.512000 + 1 256.0 2.978909 ... 2.978909 2.978909 2 384.0 7.372800 ... 8.507077 7.899428 3 512.0 14.563555 ... 16.384000 16.384000 4 640.0 22.260869 ... 24.380953 24.380953 5 768.0 32.768000 ... 34.028308 34.028308 - 6 896.0 39.025776 ... 40.140799 39.025776 - 7 1024.0 49.932191 ... 52.428801 52.428801 + 6 896.0 39.025776 ... 40.140799 35.994954 + 7 1024.0 49.932191 ... 53.773130 52.428801 8 1152.0 44.566925 ... 46.656000 46.656000 9 1280.0 51.200001 ... 56.888887 56.888887 - 10 1408.0 64.138541 ... 65.684049 58.016903 - 11 1536.0 79.526831 ... 76.106321 75.296679 - 12 1664.0 63.372618 ... 62.492442 62.492442 + 10 1408.0 64.138541 ... 64.902096 64.902096 + 11 1536.0 76.933564 ... 76.106321 76.106321 + 12 1664.0 63.372618 ... 61.217089 61.636381 13 1792.0 72.983276 ... 69.810085 69.379162 - 14 1920.0 67.434145 ... 68.776119 70.172588 - 15 2048.0 73.584279 ... 75.234154 74.898285 - 16 2176.0 83.500614 ... 80.173899 79.226957 - 17 2304.0 68.251065 ... 73.501144 73.051599 - 18 2432.0 71.125224 ... 80.499895 79.587714 - 19 2560.0 77.649287 ... 77.465723 76.740048 - 20 2688.0 81.928846 ... 83.369354 83.922689 - 21 2816.0 82.446516 ... 80.469019 80.173175 - 22 2944.0 79.356738 ... 77.868802 78.112900 - 23 3072.0 80.316458 ... 83.028883 78.862262 - 24 3200.0 84.432717 ... 90.395483 87.551302 - 25 3328.0 83.905938 ... 87.368079 81.715431 - 26 3456.0 79.351933 ... 81.435930 83.632331 - 27 3584.0 87.296493 ... 92.696281 91.844118 - 28 3712.0 83.317214 ... 83.178475 82.084920 - 29 3840.0 80.197243 ... 81.439280 80.373915 - 30 3968.0 88.938731 ... 82.672046 87.222259 - 31 4096.0 93.727466 ... 89.657802 89.597949 + 14 1920.0 67.434145 ... 70.172588 70.530615 + 15 2048.0 73.908442 ... 74.898285 74.898285 + 16 2176.0 83.500614 ... 80.173899 80.817862 + 17 2304.0 68.446623 ... 73.275679 73.275679 + 18 2432.0 71.125224 ... 81.908060 82.147552 + 19 2560.0 78.019048 ... 75.676673 76.027843 + 20 2688.0 83.369354 ... 83.369354 81.928846 + 21 2816.0 84.197315 ... 77.605356 79.733474 + 22 2944.0 80.122235 ... 77.385141 79.865439 + 23 3072.0 79.415291 ... 81.472093 82.782312 + 24 3200.0 83.879425 ... 89.136491 88.888888 + 25 3328.0 83.130825 ... 86.946008 84.298943 + 26 3456.0 81.849303 ... 81.932484 85.858966 + 27 3584.0 87.211821 ... 88.761490 91.563533 + 28 3712.0 85.896254 ... 82.152425 83.317214 + 29 3840.0 83.655065 ... 86.738820 87.493673 + 30 3968.0 93.219206 ... 87.535103 87.913500 + 31 4096.0 93.596744 ... 83.311685 90.810373 [32 rows x 5 columns] @@ -503,7 +503,7 @@ 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 27.404 seconds) + **Total running time of the script:** ( 2 minutes 31.194 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 3c1742759..d33480453 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 ================= -**03:51.029** total execution time for **getting-started_tutorials** files: +**03:54.762** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:27.404 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:31.194 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.620 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.586 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.005 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.981 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index e4b52b8a8..40c9b6b4c 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -322,22 +322,22 @@ for different problem sizes.

0 4096.0 9.540372 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 -3 32768.0 63.999998 63.999998 +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 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 842.004273 +13 33554432.0 843.811163 843.811163 14 67108864.0 849.278610 848.362445 15 134217728.0 851.577704 850.656574 -

Total running time of the script: ( 0 minutes 11.005 seconds)

+

Total running time of the script: ( 0 minutes 10.981 seconds)