[GH-PAGES] Updated website
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@@ -235,17 +235,17 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
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@@ -255,7 +255,7 @@ 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:** ( 1 minutes 39.155 seconds)
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**Total running time of the script:** ( 1 minutes 41.030 seconds)
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.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:
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@@ -278,17 +278,17 @@ 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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.. ... ... ... ...
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96 12544.0 458.228323 412.971190 199.012395
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97 12672.0 457.679461 412.097543 199.069228
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[98 rows x 4 columns]
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@@ -306,7 +306,7 @@ 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:** ( 3 minutes 8.135 seconds)
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**Total running time of the script:** ( 3 minutes 8.844 seconds)
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.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
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@@ -458,37 +458,37 @@ 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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0 256.0 2.730667 ... 3.276800 3.276800
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1 384.0 7.372800 ... 7.899428 7.899428
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2 512.0 14.563555 ... 16.384000 16.384000
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0 256.0 2.730667 ... 2.978909 2.978909
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14 2048.0 73.262953 ... 78.033565 77.672296
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15 2176.0 83.155572 ... 87.115360 86.739860
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16 2304.0 68.251065 ... 78.064941 77.558029
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24 3328.0 83.808259 ... 85.500351 86.424125
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26 3584.0 87.466332 ... 92.696281 96.372338
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27 3712.0 86.267139 ... 85.970176 88.248537
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23 3200.0 84.210524 ... 97.116842 95.952022
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24 3328.0 83.905938 ... 86.946008 86.736504
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25 3456.0 79.196043 ... 86.689860 91.407671
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29 3968.0 88.040360 ... 92.093539 84.797731
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30 4096.0 93.336389 ... 91.491294 88.185107
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[31 rows x 5 columns]
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@@ -498,7 +498,7 @@ 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:** ( 6 minutes 0.518 seconds)
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**Total running time of the script:** ( 6 minutes 27.164 seconds)
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.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:
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@@ -240,7 +240,7 @@ References
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.. rst-class:: sphx-glr-timing
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**Total running time of the script:** ( 0 minutes 0.012 seconds)
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**Total running time of the script:** ( 0 minutes 0.325 seconds)
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.. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py:
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@@ -38,36 +38,36 @@ Layer Normalization
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layer-norm-backward:
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N Triton Torch Apex
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0 1024.0 114.306981 97.912354 303.407414
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1 1536.0 118.153850 134.540150 341.333333
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2 2048.0 125.068704 161.154101 334.367350
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27 14848.0 109.143034 257.665934 289.952797
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28 15360.0 110.802526 257.970599 288.000007
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29 15872.0 110.702706 261.806182 290.341468
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0 1024.0 114.306981 99.497980 315.076934
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1 1536.0 117.776359 132.604320 341.333333
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2 2048.0 124.751268 158.554837 321.254900
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3 2560.0 119.766080 182.857144 325.079368
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4 3072.0 123.912607 191.501303 319.168834
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5 3584.0 126.308369 208.271186 309.410081
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6 4096.0 130.549806 220.412561 298.796351
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7 4608.0 105.325718 231.849059 285.767436
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9 5632.0 109.803417 244.426754 291.310338
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14 8192.0 115.583772 258.694729 277.303250
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15 8704.0 93.928060 267.130429 286.158893
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16 9216.0 96.650214 272.729961 289.129410
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17 9728.0 97.564561 279.942444 288.950501
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18 10240.0 100.024417 287.102804 290.153487
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23 12800.0 105.967577 254.094291 290.084977
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24 13312.0 107.138837 252.959629 289.391298
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25 13824.0 107.370873 256.991469 292.056329
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26 14336.0 109.157360 255.429842 288.160801
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28 15360.0 110.669469 258.513318 288.225185
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29 15872.0 110.960674 262.527914 290.562936
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@@ -339,7 +339,7 @@ Layer Normalization
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.. rst-class:: sphx-glr-timing
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**Total running time of the script:** ( 2 minutes 0.332 seconds)
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**Total running time of the script:** ( 2 minutes 2.154 seconds)
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.. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py:
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@@ -5,16 +5,16 @@
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Computation times
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=================
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**12:48.152** total execution time for **getting-started_tutorials** files:
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**13:19.517** 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``) | 06:00.518 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:27.164 | 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``) | 03:08.135 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:08.844 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:00.332 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:02.154 | 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``) | 01:39.155 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:41.030 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.012 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.325 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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