[GH-PAGES] Updated website
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@@ -232,12 +232,12 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
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vector-add-performance:
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size Triton Torch
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0 4096.0 9.600000 9.600000
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1 8192.0 19.200000 19.200000
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2 16384.0 31.999999 31.999999
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1 8192.0 19.200000 15.999999
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2 16384.0 38.400001 38.400001
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3 32768.0 76.800002 76.800002
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4 65536.0 127.999995 127.999995
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5 131072.0 219.428568 219.428568
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6 262144.0 384.000001 384.000001
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6 262144.0 384.000001 341.333321
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7 524288.0 472.615390 472.615390
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8 1048576.0 614.400016 614.400016
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9 2097152.0 722.823517 722.823517
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@@ -254,7 +254,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
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.. rst-class:: sphx-glr-timing
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**Total running time of the script:** ( 0 minutes 11.072 seconds)
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**Total running time of the script:** ( 0 minutes 11.086 seconds)
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.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:
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@@ -301,16 +301,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t
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softmax-performance:
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N Triton Torch (native) Torch (jit)
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0 256.0 512.000001 546.133347 186.181817
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1 384.0 585.142862 585.142862 151.703707
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2 512.0 655.360017 606.814814 156.038096
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1 384.0 585.142862 585.142862 153.600004
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2 512.0 630.153853 606.814814 154.566038
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3 640.0 682.666684 640.000002 160.000000
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4 768.0 702.171410 664.216187 163.839992
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.. ... ... ... ...
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93 12160.0 812.359066 405.755985 198.936606
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94 12288.0 812.429770 415.661740 199.197579
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95 12416.0 810.840807 411.722274 198.854847
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96 12544.0 810.925276 412.971190 199.012395
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97 12672.0 811.007961 412.097543 199.167004
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93 12160.0 812.359066 405.755985 199.140227
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94 12288.0 812.429770 415.661740 199.399583
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95 12416.0 810.840807 411.722274 199.054102
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96 12544.0 810.925276 412.546756 199.308841
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97 12672.0 811.007961 412.097543 199.362843
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[98 rows x 4 columns]
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@@ -328,7 +328,7 @@ In the above plot, we can see that:
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.. rst-class:: sphx-glr-timing
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**Total running time of the script:** ( 1 minutes 12.710 seconds)
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**Total running time of the script:** ( 1 minutes 12.683 seconds)
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.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
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@@ -463,37 +463,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
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matmul-performance:
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M cuBLAS ... Triton Triton (+ LeakyReLU)
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0 128.0 0.455111 ... 0.512000 0.512000
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1 256.0 2.730667 ... 2.978909 2.978909
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2 384.0 7.372800 ... 8.507077 8.507077
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3 512.0 14.563555 ... 16.384000 16.384000
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1 256.0 2.730667 ... 3.276800 2.978909
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2 384.0 7.372800 ... 8.507077 7.899428
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3 512.0 14.563555 ... 15.420235 15.420235
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4 640.0 22.260869 ... 24.380953 24.380953
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5 768.0 32.768000 ... 34.028308 34.028308
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6 896.0 39.025776 ... 40.140799 39.025776
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7 1024.0 49.932191 ... 53.773130 52.428801
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8 1152.0 45.242181 ... 46.656000 46.656000
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9 1280.0 51.200001 ... 56.888887 56.109587
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10 1408.0 64.138541 ... 64.902096 58.621246
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11 1536.0 78.643199 ... 76.106321 75.296679
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12 1664.0 63.372618 ... 62.492442 61.217089
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13 1792.0 72.512412 ... 69.810085 69.379162
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14 1920.0 69.120002 ... 70.892307 70.530615
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15 2048.0 73.908442 ... 75.234154 74.565406
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16 2176.0 83.500614 ... 81.143743 79.226957
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17 2304.0 68.251065 ... 73.728002 73.275679
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18 2432.0 71.305746 ... 82.388456 81.908060
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19 2560.0 77.833728 ... 77.465723 74.983980
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20 2688.0 84.108772 ... 81.752274 82.284288
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21 2816.0 82.446516 ... 78.442822 78.301990
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22 2944.0 82.102191 ... 79.737653 78.854483
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23 3072.0 82.420822 ... 84.010539 83.269271
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24 3200.0 84.321474 ... 90.523334 84.656085
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25 3328.0 82.369902 ... 86.736504 86.632127
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26 3456.0 81.932484 ... 81.189898 84.686523
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27 3584.0 87.127323 ... 90.549237 92.887804
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28 3712.0 85.528545 ... 88.092894 88.797643
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29 3840.0 84.809814 ... 88.544438 87.355452
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30 3968.0 92.864488 ... 87.976885 87.347124
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31 4096.0 93.662059 ... 86.480498 86.536250
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7 1024.0 49.932191 ... 52.428801 52.428801
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8 1152.0 44.566925 ... 46.656000 46.656000
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9 1280.0 51.200001 ... 56.109587 56.109587
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10 1408.0 64.138541 ... 64.902096 64.138541
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11 1536.0 79.526831 ... 76.106321 75.296679
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12 1664.0 63.372618 ... 62.492442 62.492442
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13 1792.0 72.983276 ... 70.246402 69.810085
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14 1920.0 66.782607 ... 68.435645 69.467336
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15 2048.0 73.262953 ... 75.234154 68.191406
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16 2176.0 82.813365 ... 81.143743 77.398646
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17 2304.0 68.056616 ... 73.501144 73.051599
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18 2432.0 71.125224 ... 80.731218 80.499895
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19 2560.0 77.649287 ... 77.283019 76.382283
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20 2688.0 81.752274 ... 82.642823 81.752274
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21 2816.0 83.873477 ... 79.298560 79.154642
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22 2944.0 81.431424 ... 79.993627 76.907458
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23 3072.0 81.825298 ... 83.514905 82.782312
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24 3200.0 80.604535 ... 85.106381 89.510493
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25 3328.0 83.905938 ... 82.558825 81.622783
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26 3456.0 81.849303 ... 84.244062 84.244062
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27 3584.0 87.211821 ... 90.458141 92.887804
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28 3712.0 85.601834 ... 88.955779 88.797643
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29 3840.0 84.874902 ... 83.214447 85.136259
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30 3968.0 88.938731 ... 88.487262 87.723894
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31 4096.0 93.727466 ... 88.709668 88.475759
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[32 rows x 5 columns]
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@@ -503,7 +503,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
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.. rst-class:: sphx-glr-timing
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**Total running time of the script:** ( 2 minutes 14.717 seconds)
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**Total running time of the script:** ( 2 minutes 9.474 seconds)
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.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:
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@@ -5,12 +5,12 @@
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Computation times
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=================
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**03:38.499** total execution time for **getting-started_tutorials** files:
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**03:33.244** total execution time for **getting-started_tutorials** files:
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:14.717 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:09.474 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.710 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.683 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.072 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.086 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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