[GH-PAGES] Updated website
This commit is contained in:
@@ -234,18 +234,18 @@ We can now run the decorated function above. Pass `print_data=True` to see the p
|
||||
size Triton Torch
|
||||
0 4096.0 9.600000 9.600000
|
||||
1 8192.0 19.200000 19.200000
|
||||
2 16384.0 31.999999 38.400001
|
||||
3 32768.0 76.800002 63.999998
|
||||
2 16384.0 38.400001 38.400001
|
||||
3 32768.0 63.999998 76.800002
|
||||
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 341.333321
|
||||
7 524288.0 472.615390 472.615390
|
||||
8 1048576.0 614.400016 614.400016
|
||||
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
|
||||
13 33554432.0 842.004273 842.906750
|
||||
13 33554432.0 842.004273 842.004273
|
||||
14 67108864.0 847.448255 848.362445
|
||||
15 134217728.0 849.737435 850.656574
|
||||
|
||||
@@ -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 50.715 seconds)
|
||||
**Total running time of the script:** ( 1 minutes 34.873 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_01-vector-add.py:
|
||||
|
@@ -280,15 +280,15 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t
|
||||
N Triton Torch (native) Torch (jit)
|
||||
0 256.0 546.133347 546.133347 188.321838
|
||||
1 384.0 614.400016 585.142862 151.703707
|
||||
2 512.0 655.360017 606.814814 156.038096
|
||||
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
|
||||
4 768.0 722.823517 664.216187 163.839992
|
||||
.. ... ... ... ...
|
||||
93 12160.0 812.359066 405.755985 198.834951
|
||||
94 12288.0 812.429770 415.222812 199.096718
|
||||
95 12416.0 812.498981 411.722274 198.655991
|
||||
96 12544.0 810.925276 412.971190 198.913776
|
||||
97 12672.0 811.007961 412.516771 199.069228
|
||||
94 12288.0 812.429770 415.661740 199.096718
|
||||
95 12416.0 812.498981 411.722274 198.755369
|
||||
96 12544.0 810.925276 413.396498 199.012395
|
||||
97 12672.0 812.633240 412.097543 199.167004
|
||||
|
||||
[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 30.914 seconds)
|
||||
**Total running time of the script:** ( 3 minutes 27.507 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py:
|
||||
|
@@ -459,37 +459,37 @@ 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 ... 2.978909 2.978909
|
||||
1 384.0 7.372800 ... 8.507077 8.507077
|
||||
0 256.0 2.730667 ... 3.276800 3.276800
|
||||
1 384.0 7.372800 ... 7.899428 7.899428
|
||||
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 39.025776 ... 40.140799 39.025776
|
||||
6 1024.0 49.932191 ... 53.773130 52.428801
|
||||
7 1152.0 45.242181 ... 48.161033 47.396572
|
||||
6 1024.0 51.150050 ... 53.773130 52.428801
|
||||
7 1152.0 45.242181 ... 47.396572 47.396572
|
||||
8 1280.0 51.200001 ... 57.690139 57.690139
|
||||
9 1408.0 64.138541 ... 69.009825 67.305878
|
||||
10 1536.0 80.430545 ... 80.430545 79.526831
|
||||
11 1664.0 62.929456 ... 63.372618 62.492442
|
||||
9 1408.0 64.138541 ... 68.147202 67.305878
|
||||
10 1536.0 80.430545 ... 81.355034 79.526831
|
||||
11 1664.0 62.492442 ... 63.372618 62.492442
|
||||
12 1792.0 72.512412 ... 73.460287 59.467852
|
||||
13 1920.0 69.120002 ... 71.626943 71.257735
|
||||
14 2048.0 73.908442 ... 78.398206 77.314362
|
||||
14 2048.0 73.584279 ... 78.398206 77.314362
|
||||
15 2176.0 83.500614 ... 87.876193 86.367588
|
||||
16 2304.0 68.251065 ... 78.064941 77.307030
|
||||
17 2432.0 71.305746 ... 86.179335 85.393507
|
||||
18 2560.0 77.833728 ... 82.539044 81.512437
|
||||
19 2688.0 83.737433 ... 91.185232 89.254248
|
||||
20 2816.0 79.879498 ... 82.602666 83.392363
|
||||
21 2944.0 82.102191 ... 82.990890 83.337844
|
||||
22 3072.0 80.202695 ... 89.170242 87.381335
|
||||
23 3200.0 82.474230 ... 96.676741 95.238096
|
||||
24 3328.0 82.843841 ... 86.062515 84.795401
|
||||
25 3456.0 81.026701 ... 91.200871 87.347312
|
||||
26 3584.0 87.381330 ... 95.350361 98.268190
|
||||
27 3712.0 85.970176 ... 89.353616 87.552452
|
||||
28 3840.0 79.192264 ... 91.853823 85.796739
|
||||
29 3968.0 87.850207 ... 86.449828 89.988156
|
||||
30 4096.0 86.509232 ... 92.948562 87.352901
|
||||
17 2432.0 71.305746 ... 86.179335 85.653855
|
||||
18 2560.0 77.833728 ... 82.331658 81.920002
|
||||
19 2688.0 83.552988 ... 91.404957 89.464755
|
||||
20 2816.0 79.879498 ... 84.360174 83.873477
|
||||
21 2944.0 82.237674 ... 81.431424 83.337844
|
||||
22 3072.0 81.589488 ... 89.030036 88.612060
|
||||
23 3200.0 84.993363 ... 96.822991 95.808380
|
||||
24 3328.0 82.891535 ... 85.602017 84.101981
|
||||
25 3456.0 80.300370 ... 91.771848 86.596744
|
||||
26 3584.0 85.633710 ... 90.458141 95.451583
|
||||
27 3712.0 83.247783 ... 86.829501 87.552452
|
||||
28 3840.0 81.019778 ... 88.971840 91.853823
|
||||
29 3968.0 85.753071 ... 85.600795 89.988156
|
||||
30 4096.0 88.651075 ... 88.768339 89.299883
|
||||
|
||||
[31 rows x 5 columns]
|
||||
|
||||
@@ -499,7 +499,7 @@ 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:** ( 7 minutes 14.457 seconds)
|
||||
**Total running time of the script:** ( 6 minutes 20.627 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 0.282 seconds)
|
||||
**Total running time of the script:** ( 0 minutes 0.012 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py:
|
||||
|
@@ -38,36 +38,36 @@ Layer Normalization
|
||||
|
||||
layer-norm:
|
||||
N Triton Torch Apex
|
||||
0 1024.0 585.142849 277.694907 468.114273
|
||||
0 1024.0 585.142849 277.694907 481.882344
|
||||
1 1536.0 630.153868 323.368435 511.999982
|
||||
2 2048.0 682.666643 337.814445 520.126988
|
||||
3 2560.0 694.237267 365.714281 518.481028
|
||||
4 3072.0 712.347810 375.206126 496.484863
|
||||
2 2048.0 668.734716 337.814445 520.126988
|
||||
3 2560.0 694.237267 362.477870 518.481028
|
||||
4 3072.0 702.171410 375.206126 501.551037
|
||||
5 3584.0 725.873439 384.859062 455.111115
|
||||
6 4096.0 728.177767 381.023256 442.810792
|
||||
7 4608.0 670.254540 396.387087 426.173427
|
||||
8 5120.0 688.403381 397.669909 426.666652
|
||||
9 5632.0 698.542675 398.725657 411.470331
|
||||
10 6144.0 697.191505 402.885254 409.600010
|
||||
11 6656.0 700.631610 400.360920 398.861429
|
||||
12 7168.0 690.891575 382.293315 382.293315
|
||||
6 4096.0 728.177767 383.251446 451.972420
|
||||
7 4608.0 670.254540 396.387087 421.302872
|
||||
8 5120.0 688.403381 397.669909 422.268057
|
||||
9 5632.0 704.000002 398.725657 413.357796
|
||||
10 6144.0 702.171410 402.885254 411.313806
|
||||
11 6656.0 700.631610 400.360920 400.360920
|
||||
12 7168.0 690.891575 383.571898 381.023265
|
||||
13 7680.0 678.895043 392.587863 386.415087
|
||||
14 8192.0 636.271854 392.431125 374.491442
|
||||
15 8704.0 624.502255 392.292962 380.502740
|
||||
16 9216.0 606.814809 403.989025 383.002605
|
||||
17 9728.0 587.350922 407.455499 382.427505
|
||||
18 10240.0 566.920437 407.562184 381.911416
|
||||
19 10752.0 547.872604 410.577576 380.601764
|
||||
20 11264.0 533.207081 396.096702 369.311483
|
||||
21 11776.0 521.927959 407.826843 377.587162
|
||||
22 12288.0 516.031509 413.042029 382.505826
|
||||
23 12800.0 504.433489 408.782457 376.470582
|
||||
24 13312.0 494.180982 401.871683 375.647260
|
||||
25 13824.0 482.934503 409.600016 378.092325
|
||||
26 14336.0 471.967074 398.914774 372.969090
|
||||
27 14848.0 461.297068 403.341254 374.712936
|
||||
28 15360.0 454.269882 406.887417 378.092307
|
||||
29 15872.0 447.887117 406.974373 376.225175
|
||||
14 8192.0 636.271854 390.095241 375.564460
|
||||
15 8704.0 627.315309 392.292962 380.502740
|
||||
16 9216.0 609.322328 403.989025 381.023249
|
||||
17 9728.0 587.350922 408.524944 382.427505
|
||||
18 10240.0 566.920437 408.578556 382.803739
|
||||
19 10752.0 547.872604 412.546760 379.761601
|
||||
20 11264.0 531.634232 396.096702 369.311483
|
||||
21 11776.0 521.927959 408.711507 378.345375
|
||||
22 12288.0 514.007840 413.911572 383.251457
|
||||
23 12800.0 504.433489 410.420828 377.163903
|
||||
24 13312.0 494.180982 404.159395 376.310952
|
||||
25 13824.0 481.882350 409.600016 378.739711
|
||||
26 14336.0 471.967074 400.307157 369.961287
|
||||
27 14848.0 461.297068 404.027214 375.304904
|
||||
28 15360.0 454.269882 406.214870 378.092307
|
||||
29 15872.0 447.098578 408.940410 376.783377
|
||||
|
||||
|
||||
|
||||
@@ -393,7 +393,7 @@ Layer Normalization
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 5 minutes 38.714 seconds)
|
||||
**Total running time of the script:** ( 5 minutes 29.729 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py:
|
||||
|
@@ -385,7 +385,7 @@ This is a Triton implementation of the Flash Attention algorithm
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 0 minutes 0.074 seconds)
|
||||
**Total running time of the script:** ( 0 minutes 0.072 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_06-fused-attention.py:
|
||||
|
@@ -152,7 +152,7 @@ We can also customize the libdevice library path by passing the path to the `lib
|
||||
|
||||
.. rst-class:: sphx-glr-timing
|
||||
|
||||
**Total running time of the script:** ( 0 minutes 0.250 seconds)
|
||||
**Total running time of the script:** ( 0 minutes 0.010 seconds)
|
||||
|
||||
|
||||
.. _sphx_glr_download_getting-started_tutorials_07-libdevice-function.py:
|
||||
|
@@ -5,20 +5,20 @@
|
||||
|
||||
Computation times
|
||||
=================
|
||||
**18:15.408** total execution time for **getting-started_tutorials** files:
|
||||
**16:52.830** total execution time for **getting-started_tutorials** files:
|
||||
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:14.457 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:20.627 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:38.714 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:29.729 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.914 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.507 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.715 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:34.873 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.282 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.072 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.250 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.012 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.074 | 0.0 MB |
|
||||
| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.010 | 0.0 MB |
|
||||
+---------------------------------------------------------------------------------------------------------+-----------+--------+
|
||||
|
Reference in New Issue
Block a user