[GH-PAGES] Updated website
This commit is contained in:
@@ -235,10 +235,10 @@ 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 76.800002 76.800002
|
||||
3 32768.0 63.999998 63.999998
|
||||
4 65536.0 127.999995 127.999995
|
||||
5 131072.0 219.428568 219.428568
|
||||
6 262144.0 384.000001 384.000001
|
||||
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 722.823517
|
||||
@@ -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 41.422 seconds)
|
||||
**Total running time of the script:** ( 1 minutes 43.089 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:
|
||||
|
@@ -278,17 +278,17 @@ 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 188.321838
|
||||
0 256.0 512.000001 546.133347 190.511628
|
||||
1 384.0 614.400016 585.142862 153.600004
|
||||
2 512.0 655.360017 606.814814 154.566038
|
||||
3 640.0 706.206879 640.000002 160.000000
|
||||
4 768.0 722.823517 664.216187 162.754967
|
||||
.. ... ... ... ...
|
||||
93 12160.0 814.058574 406.179533 198.834951
|
||||
94 12288.0 815.800825 415.222812 199.197579
|
||||
95 12416.0 814.163950 412.149375 198.755369
|
||||
96 12544.0 814.214963 412.971190 199.012395
|
||||
97 12672.0 814.265046 412.097543 198.971549
|
||||
93 12160.0 814.058574 406.179533 198.631953
|
||||
94 12288.0 814.111783 415.661740 198.895304
|
||||
95 12416.0 814.163950 412.577363 198.457532
|
||||
96 12544.0 814.214963 412.971190 198.716830
|
||||
97 12672.0 814.265046 412.097543 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 18.383 seconds)
|
||||
**Total running time of the script:** ( 3 minutes 21.816 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
|
||||
|
@@ -458,37 +458,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
|
||||
|
||||
matmul-performance:
|
||||
M cuBLAS ... Triton Triton (+ LeakyReLU)
|
||||
0 256.0 2.730667 ... 3.276800 2.978909
|
||||
0 256.0 2.978909 ... 2.978909 2.978909
|
||||
1 384.0 7.372800 ... 8.507077 7.899428
|
||||
2 512.0 14.563555 ... 16.384000 16.384000
|
||||
3 640.0 23.272727 ... 24.380953 24.380953
|
||||
3 640.0 22.260869 ... 24.380953 24.380953
|
||||
4 768.0 32.768000 ... 34.028308 34.028308
|
||||
5 896.0 39.025776 ... 40.140799 39.025776
|
||||
5 896.0 39.025776 ... 39.025776 39.025776
|
||||
6 1024.0 51.150050 ... 52.428801 52.428801
|
||||
7 1152.0 45.242181 ... 46.656000 46.656000
|
||||
8 1280.0 51.200001 ... 56.888887 56.888887
|
||||
9 1408.0 64.138541 ... 67.305878 66.485074
|
||||
10 1536.0 80.430545 ... 79.526831 78.643199
|
||||
11 1664.0 62.929456 ... 62.492442 62.061463
|
||||
12 1792.0 72.512412 ... 72.047592 71.588687
|
||||
12 1792.0 72.983276 ... 71.588687 72.047592
|
||||
13 1920.0 69.120002 ... 70.172588 70.172588
|
||||
14 2048.0 73.262953 ... 76.608294 76.608294
|
||||
15 2176.0 83.155572 ... 85.998493 85.269692
|
||||
16 2304.0 68.643310 ... 76.319081 76.319081
|
||||
17 2432.0 71.305746 ... 74.719317 85.134737
|
||||
18 2560.0 78.019048 ... 80.709358 80.511054
|
||||
19 2688.0 83.552988 ... 89.888756 89.676257
|
||||
20 2816.0 82.916747 ... 83.392363 82.135981
|
||||
21 2944.0 82.237674 ... 82.646820 82.921853
|
||||
22 3072.0 81.707223 ... 86.978653 84.010539
|
||||
23 3200.0 84.993363 ... 88.033012 94.048494
|
||||
24 3328.0 79.990330 ... 84.003845 84.496824
|
||||
25 3456.0 81.600781 ... 85.585527 90.281712
|
||||
26 3584.0 87.381330 ... 98.591437 95.654673
|
||||
27 3712.0 84.159518 ... 87.475786 85.418853
|
||||
28 3840.0 83.781816 ... 91.473945 84.582788
|
||||
29 3968.0 90.724116 ... 85.093402 90.455103
|
||||
30 4096.0 86.313653 ... 87.438257 91.678778
|
||||
15 2176.0 83.155572 ... 85.998493 85.632545
|
||||
16 2304.0 68.446623 ... 76.319081 76.319081
|
||||
17 2432.0 71.305746 ... 84.621881 84.115159
|
||||
18 2560.0 78.019048 ... 81.108913 80.709358
|
||||
19 2688.0 83.004501 ... 89.464755 89.464755
|
||||
20 2816.0 82.916747 ... 82.759409 82.290955
|
||||
21 2944.0 81.298583 ... 82.509987 82.646820
|
||||
22 3072.0 81.825298 ... 84.135370 89.030036
|
||||
23 3200.0 84.488448 ... 94.955488 94.604578
|
||||
24 3328.0 82.939284 ... 81.346098 83.905938
|
||||
25 3456.0 81.766291 ... 87.775250 90.790053
|
||||
26 3584.0 87.296493 ... 97.947050 90.276496
|
||||
27 3712.0 84.159518 ... 87.018592 85.748791
|
||||
28 3840.0 84.874902 ... 92.313853 84.552479
|
||||
29 3968.0 92.302520 ... 85.152783 91.028675
|
||||
30 4096.0 86.703957 ... 85.434583 91.211502
|
||||
|
||||
[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 59.778 seconds)
|
||||
**Total running time of the script:** ( 6 minutes 1.969 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 0.481 seconds)
|
||||
**Total running time of the script:** ( 0 minutes 0.479 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py:
|
||||
|
@@ -39,35 +39,35 @@ Layer Normalization
|
||||
layer-norm-backward:
|
||||
N Triton Torch Apex
|
||||
0 1024.0 311.088617 98.303995 307.200008
|
||||
1 1536.0 347.773587 134.540150 341.333333
|
||||
2 2048.0 423.724127 161.684218 334.367350
|
||||
3 2560.0 458.507457 181.775141 326.808501
|
||||
4 3072.0 511.999982 192.501302 319.168834
|
||||
5 3584.0 551.384634 208.271186 310.527060
|
||||
6 4096.0 568.231237 220.412561 293.444785
|
||||
7 4608.0 507.302750 232.825259 291.031570
|
||||
8 5120.0 531.948056 242.845844 287.102804
|
||||
9 5632.0 545.032265 243.545956 289.438969
|
||||
10 6144.0 548.163546 248.661056 286.879370
|
||||
11 6656.0 534.260858 256.000009 285.767438
|
||||
1 1536.0 347.773587 134.050910 341.333333
|
||||
2 2048.0 420.102553 161.154101 334.367350
|
||||
3 2560.0 458.507457 181.238943 330.322572
|
||||
4 3072.0 511.999982 191.999993 320.556515
|
||||
5 3584.0 551.384634 207.768111 310.527060
|
||||
6 4096.0 564.965515 220.412561 297.890900
|
||||
7 4608.0 504.986315 232.825259 286.507772
|
||||
8 5120.0 529.655159 242.845844 285.104413
|
||||
9 5632.0 542.843364 243.545956 289.438969
|
||||
10 6144.0 546.133354 248.661056 286.879370
|
||||
11 6656.0 532.479975 256.000009 285.767438
|
||||
12 7168.0 507.469040 260.654538 286.242939
|
||||
13 7680.0 479.999983 262.564106 279.696505
|
||||
14 8192.0 462.607053 267.493874 284.526763
|
||||
15 8704.0 418.629245 267.815384 285.377055
|
||||
16 9216.0 432.000001 272.729961 289.129410
|
||||
17 9728.0 439.683593 280.615388 290.027323
|
||||
18 10240.0 450.109870 286.767793 290.496460
|
||||
19 10752.0 427.940303 247.172406 290.922209
|
||||
20 11264.0 427.071098 245.760001 286.676558
|
||||
21 11776.0 423.089806 249.667843 288.981596
|
||||
22 12288.0 419.504980 254.673582 294.323369
|
||||
23 12800.0 414.016170 253.674644 289.811310
|
||||
24 13312.0 411.181478 252.759501 290.179836
|
||||
25 13824.0 404.604870 257.190689 292.313649
|
||||
26 14336.0 393.440813 254.485198 286.959121
|
||||
27 14848.0 385.245405 257.665934 289.246765
|
||||
28 15360.0 373.874218 257.970599 287.326580
|
||||
29 15872.0 371.274849 261.806182 290.120338
|
||||
13 7680.0 479.999983 262.190612 278.850215
|
||||
14 8192.0 463.698115 267.130429 284.939124
|
||||
15 8704.0 417.791980 267.815384 284.987724
|
||||
16 9216.0 431.157889 272.394084 288.751954
|
||||
17 9728.0 438.857162 280.278512 290.027323
|
||||
18 10240.0 449.287041 286.767793 290.153487
|
||||
19 10752.0 426.525614 247.172406 290.594591
|
||||
20 11264.0 427.071098 245.536784 286.676558
|
||||
21 11776.0 423.089806 249.778170 288.981596
|
||||
22 12288.0 419.504980 254.673582 294.176573
|
||||
23 12800.0 414.016170 253.465340 289.538159
|
||||
24 13312.0 411.181478 252.759501 289.916513
|
||||
25 13824.0 404.112047 257.190689 292.056329
|
||||
26 14336.0 393.215988 254.485198 286.719986
|
||||
27 14848.0 384.829370 257.665934 289.012175
|
||||
28 15360.0 373.495460 257.970599 287.326580
|
||||
29 15872.0 371.274849 261.806182 289.679087
|
||||
|
||||
|
||||
|
||||
@@ -339,7 +339,7 @@ Layer Normalization
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 2 minutes 10.738 seconds)
|
||||
**Total running time of the script:** ( 2 minutes 12.779 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py:
|
||||
|
@@ -5,16 +5,16 @@
|
||||
|
||||
Computation times
|
||||
=================
|
||||
**13:10.803** total execution time for **getting-started_tutorials** files:
|
||||
**13:20.131** total execution time for **getting-started_tutorials** files:
|
||||
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:59.778 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:01.969 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:18.383 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:21.816 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:10.738 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.779 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:41.422 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:43.089 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.481 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.479 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
|
Reference in New Issue
Block a user