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zc@VczV)m|Y_2Sz8`hoFr{p%bMeX)^80qQ8(6&~?nPNELHghW>wzFGL@FK*n1-4E;A zI7X1=t&NWV0yq3tS9JB?nC5j^kf5;Y?v?SB0E{m$FDDJN1^w|DxAG( zQsLp{b)4#y#KyKU8cfI6Eyexe!Un0R zP{axFZ?hSOlJXMB5LvjZ$&I{EhB5u(|F+)${`7~Y`Ty}+_RSp?vmTQ%MgNlU4tWyg MvzHX#D_p<-e-Z)uKL7v# diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index b1f80a3df..dadfe9b42 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -234,18 +234,18 @@ 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 63.999998 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 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 - 13 33554432.0 843.811163 843.811163 - 14 67108864.0 849.278610 848.362445 + 13 33554432.0 843.811163 842.004273 + 14 67108864.0 848.362445 848.362445 15 134217728.0 851.577704 850.656574 @@ -254,7 +254,7 @@ 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:** ( 0 minutes 10.992 seconds) + **Total running time of the script:** ( 0 minutes 11.129 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 9b19dbc22..48eec5009 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -301,16 +301,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) 0 256.0 512.000001 546.133347 186.181817 - 1 384.0 585.142862 585.142862 153.600004 - 2 512.0 630.153853 606.814814 154.566038 - 3 640.0 682.666684 640.000002 160.000000 - 4 768.0 702.171410 664.216187 163.839992 + 1 384.0 585.142862 585.142862 151.703707 + 2 512.0 630.153853 585.142849 154.566038 + 3 640.0 660.645170 640.000002 160.000000 + 4 768.0 702.171410 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.936606 + 93 12160.0 812.359066 405.755985 199.038365 94 12288.0 812.429770 415.661740 199.298541 95 12416.0 810.840807 411.722274 198.854847 - 96 12544.0 810.925276 412.546756 199.111113 - 97 12672.0 811.007961 412.097543 199.167004 + 96 12544.0 810.925276 412.971190 199.111113 + 97 12672.0 809.389265 412.097543 199.264875 [98 rows x 4 columns] @@ -328,7 +328,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 12.593 seconds) + **Total running time of the script:** ( 1 minutes 12.673 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 9ba8f63e5..a9961ecf7 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -462,37 +462,37 @@ 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 ... 3.276800 2.978909 1 384.0 7.372800 ... 8.507077 8.507077 2 512.0 14.563555 ... 15.420235 15.420235 3 640.0 22.260869 ... 24.380953 23.272727 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 39.025776 ... 40.140799 39.025776 + 5 896.0 37.971025 ... 39.025776 37.971025 6 1024.0 49.932191 ... 53.773130 52.428801 7 1152.0 44.566925 ... 46.656000 46.656000 8 1280.0 51.200001 ... 56.888887 56.109587 - 9 1408.0 64.138541 ... 64.902096 64.902096 - 10 1536.0 76.933564 ... 76.106321 76.106321 - 11 1664.0 62.929456 ... 62.061463 62.061463 - 12 1792.0 72.983276 ... 69.810085 69.379162 - 13 1920.0 69.120002 ... 69.467336 69.120002 + 9 1408.0 64.138541 ... 64.902096 57.387114 + 10 1536.0 77.778988 ... 75.296679 75.296679 + 11 1664.0 62.929456 ... 62.492442 62.492442 + 12 1792.0 72.983276 ... 69.810085 69.810085 + 13 1920.0 69.467336 ... 69.467336 69.467336 14 2048.0 73.584279 ... 74.898285 74.565406 - 15 2176.0 83.155572 ... 79.540109 79.855747 - 16 2304.0 68.446623 ... 73.501144 73.275679 - 17 2432.0 71.125224 ... 81.433227 82.147552 - 18 2560.0 78.019048 ... 77.283019 75.502306 - 19 2688.0 83.922689 ... 80.880718 84.483418 - 20 2816.0 81.674548 ... 79.443003 77.743683 - 21 2944.0 81.832567 ... 79.356738 78.854483 - 22 3072.0 82.540970 ... 80.544956 82.782312 - 23 3200.0 84.210524 ... 90.140846 88.642656 - 24 3328.0 83.034941 ... 87.687325 84.795401 - 25 3456.0 81.932484 ... 83.372870 85.133652 - 26 3584.0 88.152348 ... 91.750399 87.551500 - 27 3712.0 85.091436 ... 84.230479 82.287760 - 28 3840.0 84.292684 ... 87.080314 87.217666 - 29 3968.0 89.003603 ... 84.270676 88.167587 - 30 4096.0 93.531519 ... 88.827088 88.592559 + 15 2176.0 83.155572 ... 80.494588 77.697485 + 16 2304.0 68.446623 ... 73.275679 73.051599 + 17 2432.0 70.945618 ... 80.041209 81.433227 + 18 2560.0 77.649287 ... 76.560748 75.851852 + 19 2688.0 83.004501 ... 82.823267 81.576466 + 20 2816.0 84.360174 ... 78.584162 80.026067 + 21 2944.0 83.060049 ... 78.112900 77.385141 + 22 3072.0 78.534123 ... 83.638266 83.269271 + 23 3200.0 84.321474 ... 89.136491 86.137280 + 24 3328.0 82.275764 ... 85.602017 86.736504 + 25 3456.0 80.380430 ... 85.223646 80.945348 + 26 3584.0 87.296493 ... 95.047985 87.211821 + 27 3712.0 84.088676 ... 82.222152 82.017526 + 28 3840.0 80.197243 ... 84.485870 82.964740 + 29 3968.0 86.116179 ... 81.621363 87.222259 + 30 4096.0 93.206754 ... 83.313299 90.260743 [31 rows x 5 columns] @@ -502,7 +502,7 @@ 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:** ( 2 minutes 2.007 seconds) + **Total running time of the script:** ( 2 minutes 11.868 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/_sources/getting-started/tutorials/sg_execution_times.rst.txt index ad5f86348..9d7f0e936 100644 --- a/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,12 +5,12 @@ Computation times ================= -**03:25.593** total execution time for **getting-started_tutorials** files: +**03:35.670** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:02.007 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:11.868 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.593 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.673 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.992 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.129 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 8bc9d80ca..76e7cc26a 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -322,22 +322,22 @@ 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 63.999998 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 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 -13 33554432.0 843.811163 843.811163 -14 67108864.0 849.278610 848.362445 +13 33554432.0 843.811163 842.004273 +14 67108864.0 848.362445 848.362445 15 134217728.0 851.577704 850.656574 -

Total running time of the script: ( 0 minutes 10.992 seconds)

+

Total running time of the script: ( 0 minutes 11.129 seconds)