From bbcfff8e7c0eb14a8cea5b17825f13e99777e752 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Tue, 30 Aug 2022 00:54:38 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 104607 -> 104607 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 27862 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55926 -> 55926 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 34998 -> 34998 bytes .../tutorials/06-fused-attention.doctree | Bin 37781 -> 37781 bytes .../tutorials/07-libdevice-function.doctree | Bin 22463 -> 22463 bytes .../getting-started/tutorials/index.doctree | Bin 19309 -> 19309 bytes .../tutorials/sg_execution_times.doctree | Bin 12419 -> 12419 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes 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a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -234,11 +234,11 @@ 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 76.800002 + 2 16384.0 38.400001 38.400001 + 3 32768.0 63.999998 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 - 6 262144.0 341.333321 341.333321 + 6 262144.0 384.000001 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 50.946 seconds) + **Total running time of the script:** ( 1 minutes 52.142 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index c9cc8a44f..2ab1c62a3 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -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) - 0 256.0 546.133347 546.133347 188.321838 - 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 158.759699 - 4 768.0 722.823517 664.216187 162.754967 + 0 256.0 512.000001 546.133347 188.321838 + 1 384.0 614.400016 585.142862 151.703707 + 2 512.0 655.360017 585.142849 156.038096 + 3 640.0 706.206879 640.000002 160.000000 + 4 768.0 722.823517 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.936606 - 94 12288.0 812.429770 415.661740 199.197579 - 95 12416.0 812.498981 412.149375 198.854847 - 96 12544.0 810.925276 412.971190 199.111113 + 93 12160.0 812.359066 405.755985 199.038365 + 94 12288.0 812.429770 415.222812 199.197579 + 95 12416.0 812.498981 411.722274 198.854847 + 96 12544.0 810.925276 413.396498 199.012395 97 12672.0 811.007961 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 30.906 seconds) + **Total running time of the script:** ( 3 minutes 32.092 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 217c632b6..c9da78266 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -460,36 +460,36 @@ 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 3.276800 - 1 384.0 7.372800 ... 7.899428 7.899428 - 2 512.0 14.563555 ... 15.420235 15.420235 + 1 384.0 7.372800 ... 8.507077 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 + 7 1152.0 45.242181 ... 48.161033 48.161033 8 1280.0 51.200001 ... 57.690139 57.690139 - 9 1408.0 64.138541 ... 69.009825 68.147202 + 9 1408.0 64.138541 ... 69.009825 67.305878 10 1536.0 80.430545 ... 81.355034 79.526831 - 11 1664.0 63.372618 ... 63.822072 62.492442 - 12 1792.0 72.983276 ... 73.943582 59.784168 - 13 1920.0 69.467336 ... 71.626943 71.257735 - 14 2048.0 73.908442 ... 78.398206 77.314362 - 15 2176.0 83.155572 ... 87.494120 86.367588 - 16 2304.0 68.251065 ... 78.064941 77.307030 - 17 2432.0 71.305746 ... 85.915795 85.653855 - 18 2560.0 77.833728 ... 82.747477 81.715711 - 19 2688.0 83.552988 ... 90.748936 89.254248 - 20 2816.0 82.602666 ... 83.873477 83.873477 - 21 2944.0 81.967162 ... 83.477440 82.373605 - 22 3072.0 81.589488 ... 89.735509 88.890270 - 23 3200.0 84.321474 ... 96.822991 95.808380 - 24 3328.0 82.843841 ... 85.196803 84.995628 - 25 3456.0 81.849303 ... 91.824110 89.480098 - 26 3584.0 87.211821 ... 89.468054 94.947616 - 27 3712.0 85.455380 ... 86.192706 87.783251 - 28 3840.0 80.197243 ... 90.984776 84.940091 - 29 3968.0 92.793868 ... 84.915752 91.678389 - 30 4096.0 87.495257 ... 85.544338 90.565269 + 11 1664.0 62.929456 ... 63.372618 62.492442 + 12 1792.0 72.512412 ... 73.460287 59.467852 + 13 1920.0 69.120002 ... 71.626943 70.892307 + 14 2048.0 73.584279 ... 78.398206 77.314362 + 15 2176.0 83.500614 ... 87.876193 85.632545 + 16 2304.0 68.446623 ... 78.064941 77.307030 + 17 2432.0 71.305746 ... 85.915795 84.621881 + 18 2560.0 78.019048 ... 82.331658 81.715711 + 19 2688.0 83.552988 ... 90.532356 89.044730 + 20 2816.0 81.521884 ... 84.197315 80.767055 + 21 2944.0 82.646820 ... 82.784108 82.784108 + 22 3072.0 81.589488 ... 89.240511 88.335577 + 23 3200.0 84.544253 ... 96.096095 93.841640 + 24 3328.0 81.530349 ... 84.695641 84.795401 + 25 3456.0 81.518272 ... 91.719645 90.892410 + 26 3584.0 84.825838 ... 92.126428 94.647779 + 27 3712.0 85.748791 ... 83.456425 84.159518 + 28 3840.0 84.679936 ... 93.960918 84.548438 + 29 3968.0 92.512459 ... 84.974886 91.643962 + 30 4096.0 88.534120 ... 85.380235 92.182504 [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:** ( 6 minutes 45.018 seconds) + **Total running time of the script:** ( 7 minutes 14.622 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index 8c652cdd2..f428695ec 100644 --- a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -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 0.282 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt index 273cc8906..49bdaec46 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -40,34 +40,34 @@ Layer Normalization N Triton Torch Apex 0 1024.0 585.142849 277.694907 468.114273 1 1536.0 630.153868 323.368435 511.999982 - 2 2048.0 668.734716 334.367358 520.126988 - 3 2560.0 694.237267 365.714281 512.000013 - 4 3072.0 712.347810 378.092307 496.484863 - 5 3584.0 725.873439 384.859062 448.000001 + 2 2048.0 682.666643 337.814445 520.126988 + 3 2560.0 694.237267 362.477870 512.000013 + 4 3072.0 712.347810 378.092307 501.551037 + 5 3584.0 725.873439 384.859062 458.751978 6 4096.0 728.177767 381.023256 455.111095 - 7 4608.0 670.254540 394.267384 426.173427 - 8 5120.0 688.403381 397.669909 422.268057 - 9 5632.0 704.000002 395.228063 415.262685 - 10 6144.0 697.191505 402.885254 409.600010 - 11 6656.0 705.271522 398.861429 400.360920 - 12 7168.0 690.891575 396.844306 387.459443 - 13 7680.0 678.895043 393.846167 386.415087 - 14 8192.0 639.375598 393.609605 371.308771 - 15 8704.0 627.315309 389.005597 380.502740 - 16 9216.0 606.814809 407.337026 383.999986 - 17 9728.0 587.350922 409.599987 382.427505 - 18 10240.0 564.965524 408.578556 382.803739 - 19 10752.0 547.872604 411.559798 381.445676 - 20 11264.0 533.207081 406.826188 373.134567 - 21 11776.0 520.486200 409.599991 377.587162 - 22 12288.0 514.680630 413.911572 383.251457 - 23 12800.0 504.433489 410.420828 376.470582 - 24 13312.0 494.180982 405.699062 376.310952 - 25 13824.0 481.882350 411.888257 379.389355 - 26 14336.0 471.967074 406.695045 374.185964 - 27 14848.0 461.297068 408.192434 375.304904 - 28 15360.0 454.269882 406.214870 378.092307 - 29 15872.0 447.098578 406.974373 376.225175 + 7 4608.0 670.254540 396.387087 426.173427 + 8 5120.0 688.403381 397.669909 424.455959 + 9 5632.0 704.000002 395.228063 409.599997 + 10 6144.0 702.171410 402.885254 409.600010 + 11 6656.0 700.631610 398.861429 398.861429 + 12 7168.0 690.891575 390.095241 383.571898 + 13 7680.0 678.895043 395.112527 386.415087 + 14 8192.0 630.153853 393.609605 377.729113 + 15 8704.0 624.502255 390.095225 380.502740 + 16 9216.0 606.814809 406.214877 381.023249 + 17 9728.0 587.350922 408.524944 382.427505 + 18 10240.0 564.965524 409.600010 382.803739 + 19 10752.0 546.133312 412.546760 381.445676 + 20 11264.0 531.634232 403.185684 372.363645 + 21 11776.0 520.486200 410.492372 377.587162 + 22 12288.0 513.336807 414.784810 383.251457 + 23 12800.0 504.433489 409.599981 376.470582 + 24 13312.0 494.180982 407.250459 377.645399 + 25 13824.0 482.934503 411.888257 379.389355 + 26 14336.0 471.967074 402.414053 371.760140 + 27 14848.0 461.297068 406.794504 374.122832 + 28 15360.0 454.269882 406.214870 377.511515 + 29 15872.0 447.098578 409.599996 377.343238 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 36.669 seconds) + **Total running time of the script:** ( 5 minutes 36.211 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt index 94cde5de4..d78c6a14f 100644 --- a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -390,7 +390,7 @@ This is a Triton implementation of the Flash Attention algorithm .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.072 seconds) + **Total running time of the script:** ( 0 minutes 0.073 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.py: diff --git a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt index 297ebf116..7db38fb6e 100644 --- a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt +++ b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt @@ -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 0.010 seconds) + **Total running time of the script:** ( 0 minutes 0.254 seconds) .. _sphx_glr_download_getting-started_tutorials_07-libdevice-function.py: diff --git a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 90110571d..07103ef27 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,20 +5,20 @@ Computation times ================= -**17:43.634** total execution time for **getting-started_tutorials** files: +**18:15.675** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:45.018 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:14.622 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:36.669 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:36.211 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.906 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.092 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.946 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:52.142 | 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_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.282 | 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_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.254 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.010 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.073 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 08fca8c5e..26c57ae00 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -326,11 +326,11 @@ for different problem sizes.

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 76.800002 +2 16384.0 38.400001 38.400001 +3 32768.0 63.999998 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 -6 262144.0 341.333321 341.333321 +6 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 9 2097152.0 722.823517 722.823517 @@ -342,7 +342,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 50.946 seconds)

+

Total running time of the script: ( 1 minutes 52.142 seconds)