[GH-PAGES] Updated website
This commit is contained in:
@@ -237,22 +237,22 @@ 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 4.363636 9.600000
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1 8192.0 10.666666 19.200000
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6 262144.0 219.428568 384.000001
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11 8388608.0 768.000002 812.429770
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10 4194304.0 712.347810 780.190482
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15 134217728.0 846.080710 850.656574
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15 134217728.0 845.625825 850.656574
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@@ -260,7 +260,7 @@ 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 35.628 seconds)
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**Total running time of the script:** ( 1 minutes 38.714 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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0 256.0 512.000001 546.133347 190.511628
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0 256.0 546.133347 546.133347 192.752942
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1 384.0 585.142862 585.142862 151.703707
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2 512.0 655.360017 585.142849 154.566038
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4 768.0 722.823517 646.736871 162.754967
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2 512.0 655.360017 606.814814 156.038096
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3 640.0 682.666684 640.000002 160.000000
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4 768.0 722.823517 646.736871 163.839992
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.. ... ... ... ...
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93 12160.0 814.058574 405.755985 198.429370
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96 12544.0 814.214963 412.971190 198.520274
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97 12672.0 814.265046 412.097543 198.679085
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93 12160.0 814.058574 405.755985 198.834951
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94 12288.0 815.800825 415.661740 199.096718
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95 12416.0 814.163950 412.149375 198.705656
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96 12544.0 814.214963 412.971190 198.913776
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97 12672.0 814.265046 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 26.881 seconds)
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**Total running time of the script:** ( 3 minutes 26.814 seconds)
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.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
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@@ -459,36 +459,36 @@ 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 2.978909
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1 384.0 7.372800 ... 8.507077 8.507077
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2 512.0 14.563555 ... 16.384000 15.420235
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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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7 1152.0 45.242181 ... 48.161033 47.396572
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10 1536.0 79.526831 ... 80.430545 80.430545
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11 1664.0 62.929456 ... 62.929456 62.929456
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12 1792.0 72.512412 ... 63.142831 62.790080
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14 2048.0 73.262953 ... 78.033565 77.672296
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27 3712.0 84.730571 ... 89.594031 83.876864
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30 4096.0 93.825748 ... 86.037005 88.475759
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16 2304.0 68.446623 ... 77.810656 77.558029
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17 2432.0 71.125224 ... 75.522751 75.118889
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18 2560.0 77.833728 ... 82.125311 81.715711
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19 2688.0 83.552988 ... 90.316801 89.888756
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20 2816.0 80.173175 ... 83.873477 83.392363
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21 2944.0 81.034195 ... 84.040530 82.237674
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22 3072.0 82.301023 ... 89.310890 89.030036
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23 3200.0 82.156612 ... 96.385543 96.822991
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25 3456.0 81.683457 ... 86.226274 86.783176
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27 3712.0 84.159518 ... 86.641231 88.248537
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28 3840.0 79.391241 ... 85.136259 91.247522
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29 3968.0 87.097744 ... 91.472214 84.797731
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30 4096.0 93.401342 ... 84.096318 86.092193
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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 4.629 seconds)
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**Total running time of the script:** ( 6 minutes 4.871 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 0.016 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 1024.0 356.173905 99.497980 315.076934
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1 1536.0 405.098894 134.050910 341.333333
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2 2048.0 491.520012 159.067963 321.254900
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0 1024.0 361.411758 99.902435 315.076934
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22 12288.0 415.954875 254.893699 294.617366
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23 12800.0 411.244989 254.094291 289.538159
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25 13824.0 404.604870 257.190689 292.056329
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27 14848.0 386.080180 257.665934 288.777966
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28 15360.0 379.649845 258.513318 286.656296
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29 15872.0 372.000001 261.806182 290.341468
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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 13.230 seconds)
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**Total running time of the script:** ( 2 minutes 12.229 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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**13:20.380** total execution time for **getting-started_tutorials** files:
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**13:22.644** 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``) | 06:04.629 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:04.871 | 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``) | 03:26.881 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:26.814 | 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``) | 02:13.230 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.229 | 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``) | 01:35.628 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:38.714 | 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``) | 00:00.016 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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Block a user