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Pass `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 50.877 seconds) + **Total running time of the script:** ( 1 minutes 52.706 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 edb75c2e2..349632956 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -286,17 +286,17 @@ 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 186.181817 + 0 256.0 512.000001 546.133347 188.321838 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 162.754967 + 4 768.0 702.171410 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 810.666687 406.179533 198.834951 - 94 12288.0 810.754644 416.101597 199.197579 - 95 12416.0 809.189387 412.149375 198.755369 - 96 12544.0 807.661970 412.971190 199.012395 - 97 12672.0 807.776923 412.097543 199.069228 + 93 12160.0 810.666687 406.179533 199.038365 + 94 12288.0 810.754644 415.661740 199.298541 + 95 12416.0 809.189387 412.149375 198.954424 + 96 12544.0 807.661970 412.971190 199.209928 + 97 12672.0 807.776923 412.097543 199.264875 [98 rows x 4 columns] @@ -314,7 +314,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 28.167 seconds) + **Total running time of the script:** ( 3 minutes 28.107 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 5744526f7..7752abaf6 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -463,36 +463,36 @@ 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 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 8.507077 + 1 384.0 7.372800 ... 8.507077 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 ... 34.028308 34.028308 5 896.0 39.025776 ... 40.140799 39.025776 6 1024.0 49.932191 ... 53.773130 52.428801 - 7 1152.0 44.566925 ... 46.656000 45.938215 - 8 1280.0 51.200001 ... 56.109587 56.109587 - 9 1408.0 64.138541 ... 66.485074 65.684049 - 10 1536.0 80.430545 ... 78.643199 78.643199 - 11 1664.0 62.929456 ... 62.061463 61.636381 - 12 1792.0 72.512412 ... 72.047592 71.588687 - 13 1920.0 69.120002 ... 70.530615 70.530615 + 7 1152.0 44.566925 ... 46.656000 46.656000 + 8 1280.0 51.200001 ... 56.888887 56.109587 + 9 1408.0 64.138541 ... 67.305878 66.485074 + 10 1536.0 79.526831 ... 78.643199 78.643199 + 11 1664.0 62.929456 ... 62.061463 62.061463 + 12 1792.0 72.983276 ... 72.047592 72.047592 + 13 1920.0 69.120002 ... 70.530615 70.172588 14 2048.0 73.908442 ... 76.959706 76.608294 15 2176.0 83.500614 ... 86.367588 85.632545 - 16 2304.0 68.446623 ... 76.809875 76.563695 - 17 2432.0 71.305746 ... 74.521127 85.134737 - 18 2560.0 77.833728 ... 81.108913 81.108913 - 19 2688.0 83.552988 ... 89.676257 89.044730 - 20 2816.0 83.392363 ... 82.759409 83.074685 - 21 2944.0 82.237674 ... 81.698415 82.921853 - 22 3072.0 82.121977 ... 89.170242 88.335577 - 23 3200.0 83.116885 ... 94.955488 94.534716 - 24 3328.0 82.275764 ... 84.200347 84.151136 - 25 3456.0 82.688790 ... 85.676480 90.079964 - 26 3584.0 87.296493 ... 98.699661 91.473299 - 27 3712.0 81.482335 ... 88.640059 83.947349 - 28 3840.0 84.292684 ... 91.701494 84.712368 - 29 3968.0 91.678389 ... 84.152622 91.266964 - 30 4096.0 86.536250 ... 85.436280 91.867031 + 16 2304.0 68.446623 ... 77.057651 77.057651 + 17 2432.0 71.305746 ... 75.118889 85.393507 + 18 2560.0 78.019048 ... 81.310171 80.511054 + 19 2688.0 84.108772 ... 89.464755 89.044730 + 20 2816.0 81.067298 ... 83.392363 83.074685 + 21 2944.0 82.373605 ... 83.060049 82.921853 + 22 3072.0 82.540970 ... 88.473602 88.473602 + 23 3200.0 84.544253 ... 95.025983 95.808380 + 24 3328.0 83.419811 ... 82.181847 83.808259 + 25 3456.0 81.849303 ... 90.484366 90.892410 + 26 3584.0 83.332156 ... 90.552082 96.475743 + 27 3712.0 85.896254 ... 86.416391 88.015279 + 28 3840.0 80.139129 ... 85.333335 91.097196 + 29 3968.0 86.053553 ... 91.472214 86.053553 + 30 4096.0 93.727466 ... 91.428970 85.325956 [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:** ( 6 minutes 11.392 seconds) + **Total running time of the script:** ( 6 minutes 5.192 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index 36c2f2aa9..555087214 100644 --- a/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -238,7 +238,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.265 seconds) + **Total running time of the script:** ( 0 minutes 0.186 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 04baa6f21..72788fd5a 100644 --- a/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,14 +5,14 @@ Computation times ================= -**11:30.701** total execution time for **getting-started_tutorials** files: +**11:26.192** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:11.392 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:05.192 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.167 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.107 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.877 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:52.706 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.265 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.186 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 948f6e85e..2b1ed3400 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -338,7 +338,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 50.877 seconds)

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Total running time of the script: ( 1 minutes 52.706 seconds)

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Total running time of the script: ( 0 minutes 0.265 seconds)

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Total running time of the script: ( 0 minutes 0.186 seconds)