From 540e08882286e0edb37cc75d5ba8b3fc536d96ac Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sat, 3 Sep 2022 00:48:40 +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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zOtSDZ$ZRicAc0_fpouxzW=bK@vOZ2+XRGq+bPIHiY#i^sse*eVqP;5+i-ce_zeWGb zY*n<9>Q!U`ZTQaDqcUBzaxCWz~ma*RSA~s iNHZe-|Ju)v&$F*RlB^kzb%$#%#n{Mv$87`0bN>a)UD)6N diff --git a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt index 86eb51b88..19e1a1c8b 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -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 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 262144.0 384.000001 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 45.420 seconds) + **Total running time of the script:** ( 1 minutes 40.569 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 9abc6f559..5c40b7a74 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -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) - 0 256.0 546.133347 512.000001 188.321838 + 0 256.0 546.133347 546.133347 188.321838 1 384.0 614.400016 585.142862 153.600004 - 2 512.0 655.360017 585.142849 154.566038 + 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 12160.0 812.359066 406.179533 198.530610 - 94 12288.0 812.429770 415.661740 198.895304 + 94 12288.0 812.429770 415.661740 198.794749 95 12416.0 812.498981 412.149375 198.457532 - 96 12544.0 810.925276 412.971190 198.716830 - 97 12672.0 811.007961 412.097543 198.776477 + 96 12544.0 812.566838 412.971190 198.716830 + 97 12672.0 812.633240 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 31.344 seconds) + **Total running time of the script:** ( 3 minutes 26.870 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 ecbfe91ed..e3b7bdf34 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -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 2.978909 ... 2.978909 2.978909 + 0 256.0 2.730667 ... 2.978909 2.978909 1 384.0 7.372800 ... 8.507077 8.507077 - 2 512.0 14.563555 ... 16.384000 15.420235 + 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 ... 48.161033 48.161033 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 79.526831 - 11 1664.0 62.929456 ... 63.372618 62.492442 - 12 1792.0 72.512412 ... 73.460287 59.467852 - 13 1920.0 69.120002 ... 71.257735 71.257735 + 10 1536.0 81.355034 ... 81.355034 79.526831 + 11 1664.0 63.372618 ... 63.822072 62.929456 + 12 1792.0 72.983276 ... 73.460287 59.467852 + 13 1920.0 68.776119 ... 71.257735 71.257735 14 2048.0 73.908442 ... 78.398206 77.314362 - 15 2176.0 83.155572 ... 87.876193 86.367588 - 16 2304.0 68.446623 ... 77.810656 77.307030 - 17 2432.0 71.305746 ... 86.711310 84.621881 - 18 2560.0 77.833728 ... 82.539044 81.715711 - 19 2688.0 83.737433 ... 90.102270 89.464755 - 20 2816.0 79.443003 ... 84.360174 83.712490 - 21 2944.0 81.832567 ... 83.337844 82.784108 - 22 3072.0 81.707223 ... 90.164177 87.924073 - 23 3200.0 83.879425 ... 97.116842 93.841640 - 24 3328.0 83.082856 ... 85.196803 84.695641 - 25 3456.0 78.732000 ... 91.824110 91.304157 - 26 3584.0 86.540320 ... 91.563533 92.600816 - 27 3712.0 85.748791 ... 84.766519 85.748791 - 28 3840.0 84.679936 ... 93.484358 84.809814 - 29 3968.0 92.512459 ... 85.003554 89.133631 - 30 4096.0 86.258181 ... 92.884244 86.369197 + 15 2176.0 83.500614 ... 87.494120 85.998493 + 16 2304.0 68.446623 ... 78.064941 77.057651 + 17 2432.0 71.305746 ... 86.444504 75.320281 + 18 2560.0 77.833728 ... 82.747477 81.715711 + 19 2688.0 83.277839 ... 90.532356 90.102270 + 20 2816.0 80.320825 ... 83.873477 83.074685 + 21 2944.0 81.698415 ... 80.510553 83.337844 + 22 3072.0 81.472093 ... 89.735509 88.890270 + 23 3200.0 84.099871 ... 96.749806 95.665176 + 24 3328.0 83.130825 ... 85.297742 84.596116 + 25 3456.0 81.394821 ... 92.138932 90.790053 + 26 3584.0 86.623693 ... 93.370085 96.787292 + 27 3712.0 85.528545 ... 86.641231 87.937800 + 28 3840.0 83.402717 ... 92.429584 85.996889 + 29 3968.0 92.864488 ... 80.120775 84.915752 + 30 4096.0 86.204508 ... 89.062862 90.565269 [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 40.538 seconds) + **Total running time of the script:** ( 6 minutes 24.066 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 d1778b13a..f0aa2598c 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 0.012 seconds) + **Total running time of the script:** ( 0 minutes 0.011 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 32d63eecd..e0c9470d6 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -41,18 +41,18 @@ Layer Normalization 0 1024.0 585.142849 277.694907 468.114273 1 1536.0 630.153868 323.368435 511.999982 2 2048.0 682.666643 334.367358 520.126988 - 3 2560.0 694.237267 365.714281 518.481028 + 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 455.111115 + 5 3584.0 725.873439 384.859062 451.527536 6 4096.0 728.177767 381.023256 455.111095 - 7 4608.0 670.254540 394.267384 421.302872 - 8 5120.0 688.403381 397.669909 424.455959 - 9 5632.0 704.000002 395.228063 413.357796 + 7 4608.0 670.254540 394.267384 426.173427 + 8 5120.0 688.403381 397.669909 422.268057 + 9 5632.0 704.000002 396.969169 415.262685 10 6144.0 697.191505 402.885254 409.600010 11 6656.0 705.271522 400.360920 400.360920 - 12 7168.0 690.891575 396.844306 386.154893 - 13 7680.0 678.895043 393.846167 387.634072 - 14 8192.0 633.198054 393.609605 371.308771 + 12 7168.0 686.754468 396.844306 386.154893 + 13 7680.0 682.666656 393.846167 386.415087 + 14 8192.0 636.271854 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 383.369452 @@ -60,9 +60,9 @@ Layer Normalization 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 12288.0 513.336807 413.911572 383.251457 + 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 + 24 13312.0 494.180982 405.699062 376.976995 25 13824.0 482.934503 411.888257 379.389355 26 14336.0 471.967074 406.695045 374.185964 27 14848.0 461.297068 408.192434 375.304904 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 41.161 seconds) + **Total running time of the script:** ( 5 minutes 37.521 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.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 f4038e13a..f55b185a0 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 ================= -**17:38.558** total execution time for **getting-started_tutorials** files: +**17:09.118** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:40.538 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:24.066 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:41.161 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:37.521 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:31.344 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:26.870 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:45.420 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.569 | 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``) | 00:00.012 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.011 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.010 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 43b200f24..2a4d5fd6c 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -327,10 +327,10 @@ for different problem sizes.

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 262144.0 384.000001 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 @@ -342,7 +342,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 45.420 seconds)

+

Total running time of the script: ( 1 minutes 40.569 seconds)