[GH-PAGES] Updated website
This commit is contained in:
@@ -235,13 +235,13 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
|
||||
0 4096.0 9.600000 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 384.000001
|
||||
7 524288.0 472.615390 472.615390
|
||||
8 1048576.0 614.400016 614.400016
|
||||
9 2097152.0 722.823517 702.171410
|
||||
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
|
||||
@@ -255,7 +255,7 @@ 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:** ( 1 minutes 24.953 seconds)
|
||||
**Total running time of the script:** ( 1 minutes 38.189 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:
|
||||
|
@@ -278,16 +278,16 @@ 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 190.511628
|
||||
1 384.0 585.142862 558.545450 151.703707
|
||||
0 256.0 546.133347 546.133347 188.321838
|
||||
1 384.0 585.142862 585.142862 151.703707
|
||||
2 512.0 655.360017 606.814814 154.566038
|
||||
3 640.0 682.666684 640.000002 158.759699
|
||||
4 768.0 722.823517 664.216187 163.839992
|
||||
.. ... ... ... ...
|
||||
93 12160.0 814.058574 405.755985 198.530610
|
||||
94 12288.0 814.111783 415.222812 198.794749
|
||||
93 12160.0 814.058574 405.755985 198.631953
|
||||
94 12288.0 814.111783 415.661740 198.794749
|
||||
95 12416.0 814.163950 412.149375 198.457532
|
||||
96 12544.0 814.214963 412.971190 198.618504
|
||||
96 12544.0 814.214963 412.971190 198.716830
|
||||
97 12672.0 814.265046 411.679167 198.776477
|
||||
|
||||
[98 rows x 4 columns]
|
||||
@@ -306,7 +306,7 @@ In the above plot, we can see that:
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 3 minutes 19.032 seconds)
|
||||
**Total running time of the script:** ( 3 minutes 22.664 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
|
||||
|
@@ -457,38 +457,38 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
|
||||
.. code-block:: none
|
||||
|
||||
matmul-performance:
|
||||
M cuBLAS ... Triton Triton (+ LeakyReLU)
|
||||
0 256.0 2.730667 ... 2.978909 3.276800
|
||||
1 384.0 7.372800 ... 7.899428 7.899428
|
||||
2 512.0 14.563555 ... 15.420235 16.384000
|
||||
3 640.0 22.260869 ... 24.380953 24.380953
|
||||
4 768.0 32.768000 ... 35.389441 34.028308
|
||||
5 896.0 37.971025 ... 40.140799 40.140799
|
||||
6 1024.0 49.932191 ... 53.773130 53.773130
|
||||
7 1152.0 45.242181 ... 48.161033 47.396572
|
||||
8 1280.0 51.200001 ... 57.690139 57.690139
|
||||
9 1408.0 64.138541 ... 69.009825 68.147202
|
||||
10 1536.0 80.430545 ... 80.430545 80.430545
|
||||
11 1664.0 62.929456 ... 63.372618 62.929456
|
||||
12 1792.0 72.983276 ... 63.499573 63.142831
|
||||
13 1920.0 68.776119 ... 71.257735 71.257735
|
||||
14 2048.0 73.584279 ... 78.398206 78.033565
|
||||
15 2176.0 83.500614 ... 87.115360 86.739860
|
||||
16 2304.0 68.251065 ... 78.320893 77.810656
|
||||
17 2432.0 71.305746 ... 75.726318 75.522751
|
||||
18 2560.0 77.833728 ... 82.331658 81.715711
|
||||
19 2688.0 83.552988 ... 90.966561 90.966561
|
||||
20 2816.0 82.602666 ... 84.687779 84.523664
|
||||
21 2944.0 82.921853 ... 83.758038 84.182483
|
||||
22 3072.0 82.181572 ... 89.170242 88.197981
|
||||
23 3200.0 81.321474 ... 95.238096 94.395283
|
||||
24 3328.0 82.939284 ... 86.320498 85.908470
|
||||
25 3456.0 80.140726 ... 87.727494 91.407671
|
||||
26 3584.0 87.381330 ... 100.128496 99.684470
|
||||
27 3712.0 83.247783 ... 87.629253 89.194055
|
||||
28 3840.0 84.228485 ... 92.236860 85.533390
|
||||
29 3968.0 91.885495 ... 85.093402 90.589410
|
||||
30 4096.0 91.616198 ... 93.792965 91.242506
|
||||
M cuBLAS ... Triton Triton (+ LeakyReLU)
|
||||
0 256.0 2.978909 ... 3.276800 2.978909
|
||||
1 384.0 7.372800 ... 7.899428 8.507077
|
||||
2 512.0 14.563555 ... 16.384000 16.384000
|
||||
3 640.0 22.260869 ... 24.380953 24.380953
|
||||
4 768.0 32.768000 ... 35.389441 34.028308
|
||||
5 896.0 37.971025 ... 40.140799 39.025776
|
||||
6 1024.0 49.932191 ... 53.773130 52.428801
|
||||
7 1152.0 45.242181 ... 48.161033 47.396572
|
||||
8 1280.0 51.200001 ... 57.690139 57.690139
|
||||
9 1408.0 64.138541 ... 68.147202 67.305878
|
||||
10 1536.0 79.526831 ... 79.526831 79.526831
|
||||
11 1664.0 62.929456 ... 63.372618 62.929456
|
||||
12 1792.0 72.512412 ... 63.142831 62.790080
|
||||
13 1920.0 69.120002 ... 71.257735 70.892307
|
||||
14 2048.0 73.262953 ... 78.033565 77.672296
|
||||
15 2176.0 83.155572 ... 87.115360 86.739860
|
||||
16 2304.0 68.251065 ... 77.810656 77.810656
|
||||
17 2432.0 71.305746 ... 75.522751 75.320281
|
||||
18 2560.0 77.833728 ... 82.539044 82.125311
|
||||
19 2688.0 83.737433 ... 91.185232 90.748936
|
||||
20 2816.0 84.523664 ... 81.445766 84.523664
|
||||
21 2944.0 81.298583 ... 83.899046 84.040530
|
||||
22 3072.0 82.540970 ... 90.164177 89.735509
|
||||
23 3200.0 84.656085 ... 96.385543 96.240602
|
||||
24 3328.0 83.226931 ... 85.602017 84.249616
|
||||
25 3456.0 81.849303 ... 85.133652 84.864807
|
||||
26 3584.0 87.466332 ... 99.684470 99.354022
|
||||
27 3712.0 81.548851 ... 84.159518 87.706180
|
||||
28 3840.0 84.874902 ... 86.535214 91.398346
|
||||
29 3968.0 88.040360 ... 92.442373 86.480463
|
||||
30 4096.0 93.760204 ... 91.992956 90.871857
|
||||
|
||||
[31 rows x 5 columns]
|
||||
|
||||
@@ -498,7 +498,7 @@ 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:** ( 5 minutes 44.529 seconds)
|
||||
**Total running time of the script:** ( 6 minutes 30.096 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py:
|
||||
|
@@ -240,7 +240,7 @@ References
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 0 minutes 0.013 seconds)
|
||||
**Total running time of the script:** ( 0 minutes 0.324 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py:
|
||||
|
@@ -40,34 +40,34 @@ Layer Normalization
|
||||
N Triton Torch Apex
|
||||
0 1024.0 361.411758 97.912354 303.407414
|
||||
1 1536.0 409.599994 134.540150 341.333333
|
||||
2 2048.0 491.520012 161.154101 334.367350
|
||||
3 2560.0 461.954908 181.238943 330.322572
|
||||
4 3072.0 519.211251 192.501302 323.368415
|
||||
5 3584.0 558.545477 208.271186 311.652167
|
||||
6 4096.0 568.231237 220.907859 298.796351
|
||||
7 4608.0 502.690905 232.825259 287.251954
|
||||
8 5120.0 527.381977 242.366855 284.444444
|
||||
9 5632.0 542.843364 243.107920 289.438969
|
||||
2 2048.0 491.520012 161.154101 323.368435
|
||||
3 2560.0 461.954908 181.238943 326.808501
|
||||
4 3072.0 515.580429 192.501302 320.556515
|
||||
5 3584.0 554.941930 208.271186 311.652167
|
||||
6 4096.0 561.737163 220.907859 294.323343
|
||||
7 4608.0 502.690905 232.825259 291.799469
|
||||
8 5120.0 525.128191 242.366855 289.129408
|
||||
9 5632.0 540.671974 243.107920 288.820505
|
||||
10 6144.0 546.133354 248.661056 286.322318
|
||||
11 6656.0 527.207907 256.000009 285.767438
|
||||
12 7168.0 503.017523 259.867079 284.821192
|
||||
13 7680.0 483.779539 262.938666 280.121579
|
||||
14 8192.0 463.698115 266.587109 284.526763
|
||||
15 8704.0 414.476194 267.815384 284.599455
|
||||
16 9216.0 426.996150 271.391419 287.999990
|
||||
17 9728.0 437.213490 280.278512 290.027323
|
||||
18 10240.0 446.025405 286.433562 290.496460
|
||||
19 10752.0 429.364408 247.172406 290.594591
|
||||
20 11264.0 427.071098 245.313973 286.980888
|
||||
21 11776.0 421.198220 249.667843 289.277383
|
||||
22 12288.0 416.542386 254.893699 294.617366
|
||||
23 12800.0 411.244989 253.884294 289.811310
|
||||
11 6656.0 527.207907 256.000009 285.257135
|
||||
12 7168.0 503.017523 260.063480 285.293536
|
||||
13 7680.0 483.779539 262.938666 275.928134
|
||||
14 8192.0 463.698115 266.767970 284.526763
|
||||
15 8704.0 413.655443 267.472468 284.987724
|
||||
16 9216.0 427.822068 271.724806 288.375482
|
||||
17 9728.0 436.396262 280.615388 289.667485
|
||||
18 10240.0 446.025405 286.433562 290.153487
|
||||
19 10752.0 428.651173 246.935876 290.267711
|
||||
20 11264.0 426.397479 245.536784 286.980888
|
||||
21 11776.0 420.571432 249.667843 288.981596
|
||||
22 12288.0 416.542386 254.673582 294.617366
|
||||
23 12800.0 410.695192 253.884294 288.180121
|
||||
24 13312.0 409.075539 252.959629 290.443638
|
||||
25 13824.0 405.098897 257.390218 292.056329
|
||||
26 14336.0 395.021816 254.862216 287.198654
|
||||
27 14848.0 386.498925 257.852379 289.717061
|
||||
28 15360.0 380.433442 257.970599 287.550706
|
||||
29 15872.0 370.552519 261.626369 290.120338
|
||||
25 13824.0 404.604870 257.390218 292.056329
|
||||
26 14336.0 394.116833 254.862216 286.959121
|
||||
27 14848.0 385.662341 257.852379 289.952797
|
||||
28 15360.0 380.433442 257.970599 286.433562
|
||||
29 15872.0 370.192407 261.626369 290.562936
|
||||
|
||||
|
||||
|
||||
@@ -339,7 +339,7 @@ Layer Normalization
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 2 minutes 12.505 seconds)
|
||||
**Total running time of the script:** ( 2 minutes 14.541 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py:
|
||||
|
@@ -5,16 +5,16 @@
|
||||
|
||||
Computation times
|
||||
=================
|
||||
**12:41.032** total execution time for **getting-started_tutorials** files:
|
||||
**13:45.813** total execution time for **getting-started_tutorials** files:
|
||||
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:44.529 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:30.096 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:19.032 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:22.664 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.505 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.541 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:24.953 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:38.189 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.013 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.324 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
|
Reference in New Issue
Block a user