From 0bce2605235f0de87004aa42f236f95d47ff9bd5 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sun, 1 May 2022 00:49:06 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 96603 -> 96603 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 55964 -> 55900 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 32932 -> 32932 bytes .../getting-started/tutorials/index.doctree | Bin 15854 -> 15854 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes 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above. Pass `print_data=True` to see the p 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 + 9 2097152.0 722.823517 702.171410 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 46.703 seconds) + **Total running time of the script:** ( 1 minutes 40.152 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 bf93a9624..2de565e14 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) - 0 256.0 512.000001 546.133347 188.321838 - 1 384.0 585.142862 585.142862 151.703707 + 0 256.0 512.000001 546.133347 186.181817 + 1 384.0 585.142862 558.545450 151.703707 2 512.0 655.360017 606.814814 154.566038 - 3 640.0 682.666684 640.000002 160.000000 + 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 199.038365 - 94 12288.0 814.111783 415.222812 199.298541 - 95 12416.0 814.163950 412.149375 198.954424 - 96 12544.0 814.214963 412.546756 199.111113 - 97 12672.0 814.265046 411.679167 199.264875 + 93 12160.0 814.058574 405.755985 198.631953 + 94 12288.0 814.111783 415.661740 198.895304 + 95 12416.0 814.163950 412.149375 198.556711 + 96 12544.0 814.214963 412.971190 198.716830 + 97 12672.0 814.265046 411.679167 198.873965 [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 28.363 seconds) + **Total running time of the script:** ( 3 minutes 27.921 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 fd320e260..746c93ddb 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -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 ... 3.276800 2.978909 - 1 384.0 7.372800 ... 7.899428 8.507077 - 2 512.0 14.563555 ... 15.420235 15.420235 - 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 67.305878 - 10 1536.0 79.526831 ... 80.430545 79.526831 - 11 1664.0 63.372618 ... 63.372618 62.929456 - 12 1792.0 72.983276 ... 63.142831 62.790080 - 13 1920.0 68.776119 ... 71.257735 70.892307 - 14 2048.0 73.908442 ... 78.398206 78.033565 - 15 2176.0 83.155572 ... 87.115360 86.739860 - 16 2304.0 68.251065 ... 78.064941 77.558029 - 17 2432.0 71.305746 ... 75.726318 75.320281 - 18 2560.0 77.833728 ... 82.539044 82.125311 - 19 2688.0 83.552988 ... 91.625737 90.748936 - 20 2816.0 79.587973 ... 82.290955 84.197315 - 21 2944.0 81.232324 ... 83.477440 83.899046 - 22 3072.0 81.121923 ... 89.451983 89.735509 - 23 3200.0 84.656085 ... 96.240602 96.096095 - 24 3328.0 83.905938 ... 83.323259 82.939284 - 25 3456.0 82.519518 ... 86.876687 92.033756 - 26 3584.0 87.808000 ... 100.017124 99.354022 - 27 3712.0 84.874549 ... 88.561477 88.797643 - 28 3840.0 84.292684 ... 92.159996 85.597527 - 29 3968.0 91.816356 ... 87.976885 90.589410 - 30 4096.0 87.552332 ... 94.519528 88.011627 + 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 ... 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 ... 41.321411 39.025776 + 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 63.372618 ... 63.372618 62.929456 + 12 1792.0 72.983276 ... 63.499573 63.142831 + 13 1920.0 68.776119 ... 71.257735 70.892307 + 14 2048.0 73.584279 ... 78.398206 78.033565 + 15 2176.0 83.155572 ... 87.115360 86.739860 + 16 2304.0 68.251065 ... 78.064941 77.558029 + 17 2432.0 71.305746 ... 75.726318 75.522751 + 18 2560.0 77.833728 ... 82.539044 82.331658 + 19 2688.0 84.108772 ... 91.185232 90.966561 + 20 2816.0 80.469019 ... 83.552120 84.523664 + 21 2944.0 81.832567 ... 84.324925 83.758038 + 22 3072.0 81.589488 ... 87.246694 89.451983 + 23 3200.0 85.106381 ... 96.385543 95.952022 + 24 3328.0 83.905938 ... 85.908470 86.113988 + 25 3456.0 82.604067 ... 85.043848 89.480098 + 26 3584.0 84.111686 ... 92.410473 94.747514 + 27 3712.0 85.675250 ... 85.896254 88.404730 + 28 3840.0 81.138664 ... 88.261772 91.701494 + 29 3968.0 87.976885 ... 92.477403 85.811488 + 30 4096.0 93.401342 ... 84.733417 86.872315 [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:** ( 6 minutes 48.929 seconds) + **Total running time of the script:** ( 6 minutes 55.944 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.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 244ddea9b..9369c9baf 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -39,35 +39,35 @@ Layer Normalization layer-norm-backward: 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 3584.0 554.941930 208.271186 311.652167 + 1 1536.0 405.098894 134.540150 341.333333 + 2 2048.0 496.484863 161.154101 323.368435 + 3 2560.0 465.454542 181.238943 326.808501 + 4 3072.0 519.211251 192.501302 321.956335 + 5 3584.0 558.545477 208.271186 311.652167 6 4096.0 561.737163 220.907859 297.890900 7 4608.0 502.690905 232.825259 287.251954 - 8 5120.0 525.128191 242.366855 284.444444 - 9 5632.0 542.843364 243.107920 290.060087 - 10 6144.0 544.118087 248.661056 286.879370 - 11 6656.0 527.207907 256.000009 285.767438 + 8 5120.0 525.128191 242.366855 287.102804 + 9 5632.0 540.671974 243.107920 289.438969 + 10 6144.0 546.133354 248.661056 286.879370 + 11 6656.0 527.207907 256.000009 285.257135 12 7168.0 503.017523 260.260201 284.821192 - 13 7680.0 482.513091 262.938666 280.121579 + 13 7680.0 483.779539 262.938666 280.121579 14 8192.0 463.698115 266.406514 284.526763 15 8704.0 414.476194 267.472468 284.987724 16 9216.0 428.651187 271.724806 287.999990 - 17 9728.0 437.213490 280.615388 290.027323 + 17 9728.0 436.396262 280.278512 290.027323 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 249.888595 288.981596 + 21 11776.0 421.198220 249.888595 288.981596 22 12288.0 416.542386 254.673582 294.617366 - 23 12800.0 410.695192 254.094291 289.811310 - 24 13312.0 409.075539 253.160074 290.443638 - 25 13824.0 404.604870 257.390218 292.056329 - 26 14336.0 394.116833 255.051144 286.959121 + 23 12800.0 410.695192 254.094291 288.180121 + 24 13312.0 409.075539 253.360814 290.443638 + 25 13824.0 405.098897 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 287.550706 - 29 15872.0 370.192407 261.806182 290.341468 + 28 15360.0 380.433442 257.970599 286.433562 + 29 15872.0 370.552519 261.626369 290.341468 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 14.282 seconds) + **Total running time of the script:** ( 2 minutes 14.484 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 028862feb..69e3eba2a 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,16 +5,16 @@ Computation times ================= -**14:18.601** total execution time for **getting-started_tutorials** files: +**14:18.825** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:48.929 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:55.944 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.363 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.921 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.282 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.484 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.703 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.152 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.323 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 912a0addd..3b902a8fc 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -331,7 +331,7 @@ for different problem sizes.

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 +9 2097152.0 722.823517 702.171410 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -340,7 +340,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 46.703 seconds)

+

Total running time of the script: ( 1 minutes 40.152 seconds)