[GH-PAGES] Updated website
This commit is contained in:
@@ -241,7 +241,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
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6 262144.0 341.333321 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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9 2097152.0 722.823517 702.171410
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10 4194304.0 780.190482 780.190482
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11 8388608.0 812.429770 812.429770
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12 16777216.0 833.084721 833.084721
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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 46.703 seconds)
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**Total running time of the script:** ( 1 minutes 40.152 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 188.321838
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1 384.0 585.142862 585.142862 151.703707
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0 256.0 512.000001 546.133347 186.181817
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1 384.0 585.142862 558.545450 151.703707
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2 512.0 655.360017 606.814814 154.566038
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3 640.0 682.666684 640.000002 160.000000
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3 640.0 682.666684 640.000002 158.759699
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4 768.0 722.823517 664.216187 163.839992
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.. ... ... ... ...
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93 12160.0 814.058574 405.755985 199.038365
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94 12288.0 814.111783 415.222812 199.298541
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95 12416.0 814.163950 412.149375 198.954424
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96 12544.0 814.214963 412.546756 199.111113
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97 12672.0 814.265046 411.679167 199.264875
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93 12160.0 814.058574 405.755985 198.631953
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94 12288.0 814.111783 415.661740 198.895304
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95 12416.0 814.163950 412.149375 198.556711
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96 12544.0 814.214963 412.971190 198.716830
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97 12672.0 814.265046 411.679167 198.873965
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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 28.363 seconds)
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**Total running time of the script:** ( 3 minutes 27.921 seconds)
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.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
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@@ -457,38 +457,38 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
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.. code-block:: none
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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 ... 7.899428 8.507077
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2 512.0 14.563555 ... 15.420235 15.420235
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3 640.0 22.260869 ... 24.380953 24.380953
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4 768.0 32.768000 ... 35.389441 34.028308
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5 896.0 37.971025 ... 40.140799 40.140799
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6 1024.0 49.932191 ... 53.773130 53.773130
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7 1152.0 45.242181 ... 48.161033 47.396572
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8 1280.0 51.200001 ... 57.690139 57.690139
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9 1408.0 64.138541 ... 69.009825 67.305878
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10 1536.0 79.526831 ... 80.430545 79.526831
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11 1664.0 63.372618 ... 63.372618 62.929456
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12 1792.0 72.983276 ... 63.142831 62.790080
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13 1920.0 68.776119 ... 71.257735 70.892307
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14 2048.0 73.908442 ... 78.398206 78.033565
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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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17 2432.0 71.305746 ... 75.726318 75.320281
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18 2560.0 77.833728 ... 82.539044 82.125311
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19 2688.0 83.552988 ... 91.625737 90.748936
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20 2816.0 79.587973 ... 82.290955 84.197315
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21 2944.0 81.232324 ... 83.477440 83.899046
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22 3072.0 81.121923 ... 89.451983 89.735509
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23 3200.0 84.656085 ... 96.240602 96.096095
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24 3328.0 83.905938 ... 83.323259 82.939284
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25 3456.0 82.519518 ... 86.876687 92.033756
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26 3584.0 87.808000 ... 100.017124 99.354022
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27 3712.0 84.874549 ... 88.561477 88.797643
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28 3840.0 84.292684 ... 92.159996 85.597527
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29 3968.0 91.816356 ... 87.976885 90.589410
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30 4096.0 87.552332 ... 94.519528 88.011627
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M cuBLAS ... Triton Triton (+ LeakyReLU)
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0 256.0 2.978909 ... 3.276800 2.978909
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1 384.0 7.372800 ... 7.899428 8.507077
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2 512.0 14.563555 ... 15.420235 16.384000
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3 640.0 22.260869 ... 24.380953 24.380953
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4 768.0 32.768000 ... 35.389441 34.028308
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5 896.0 37.971025 ... 41.321411 39.025776
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6 1024.0 49.932191 ... 53.773130 53.773130
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7 1152.0 45.242181 ... 48.161033 47.396572
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8 1280.0 51.200001 ... 57.690139 57.690139
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9 1408.0 64.138541 ... 69.009825 68.147202
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10 1536.0 80.430545 ... 80.430545 80.430545
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11 1664.0 63.372618 ... 63.372618 62.929456
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12 1792.0 72.983276 ... 63.499573 63.142831
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13 1920.0 68.776119 ... 71.257735 70.892307
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14 2048.0 73.584279 ... 78.398206 78.033565
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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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17 2432.0 71.305746 ... 75.726318 75.522751
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18 2560.0 77.833728 ... 82.539044 82.331658
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19 2688.0 84.108772 ... 91.185232 90.966561
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20 2816.0 80.469019 ... 83.552120 84.523664
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24 3328.0 83.905938 ... 85.908470 86.113988
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25 3456.0 82.604067 ... 85.043848 89.480098
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26 3584.0 84.111686 ... 92.410473 94.747514
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27 3712.0 85.675250 ... 85.896254 88.404730
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28 3840.0 81.138664 ... 88.261772 91.701494
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29 3968.0 87.976885 ... 92.477403 85.811488
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30 4096.0 93.401342 ... 84.733417 86.872315
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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 48.929 seconds)
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**Total running time of the script:** ( 6 minutes 55.944 seconds)
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.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:
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@@ -39,35 +39,35 @@ Layer Normalization
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layer-norm-backward:
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N Triton Torch Apex
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0 1024.0 361.411758 97.912354 303.407414
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1 1536.0 409.599994 134.540150 341.333333
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2 2048.0 491.520012 161.154101 334.367350
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3 2560.0 461.954908 181.238943 330.322572
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4 3072.0 519.211251 192.501302 323.368415
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5 3584.0 554.941930 208.271186 311.652167
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1 1536.0 405.098894 134.540150 341.333333
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2 2048.0 496.484863 161.154101 323.368435
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3 2560.0 465.454542 181.238943 326.808501
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11 6656.0 527.207907 256.000009 285.767438
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8 5120.0 525.128191 242.366855 287.102804
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9 5632.0 540.671974 243.107920 289.438969
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11 6656.0 527.207907 256.000009 285.257135
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21 11776.0 420.571432 249.888595 288.981596
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21 11776.0 421.198220 249.888595 288.981596
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24 13312.0 409.075539 253.360814 290.443638
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25 13824.0 405.098897 257.390218 292.056329
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26 14336.0 394.116833 254.862216 286.959121
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27 14848.0 385.662341 257.852379 289.952797
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28 15360.0 380.433442 257.970599 287.550706
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29 15872.0 370.192407 261.806182 290.341468
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28 15360.0 380.433442 257.970599 286.433562
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29 15872.0 370.552519 261.626369 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 14.282 seconds)
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**Total running time of the script:** ( 2 minutes 14.484 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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**14:18.601** total execution time for **getting-started_tutorials** files:
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**14:18.825** 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``) | 06:48.929 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:55.944 | 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``) | 03:28.363 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.921 | 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``) | 02:14.282 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.484 | 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``) | 01:46.703 | 0.0 MB |
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| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.152 | 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``) | 00:00.323 | 0.0 MB |
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+---------------------------------------------------------------------------------------------------------+-----------+--------+
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