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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 76.800002 76.800002 + 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 + 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 @@ -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 11.059 seconds) + **Total running time of the script:** ( 0 minutes 11.046 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 adeab3663..780845a44 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -288,15 +288,15 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t 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 585.142849 156.038096 - 3 640.0 682.666684 640.000002 160.000000 + 2 512.0 630.153853 606.814814 154.566038 + 3 640.0 660.645170 640.000002 160.000000 4 768.0 702.171410 664.216187 163.839992 .. ... ... ... ... 93 12160.0 810.666687 406.179533 199.038365 - 94 12288.0 810.754644 415.222812 199.298541 - 95 12416.0 809.189387 411.722274 198.954424 - 96 12544.0 807.661970 412.971190 199.209928 - 97 12672.0 806.170993 412.097543 199.264875 + 94 12288.0 810.754644 415.661740 199.298541 + 95 12416.0 809.189387 412.149375 198.954424 + 96 12544.0 807.661970 412.546756 199.209928 + 97 12672.0 807.776923 412.097543 199.167004 [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:** ( 1 minutes 12.645 seconds) + **Total running time of the script:** ( 1 minutes 12.659 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 3bfd690ce..f422299d9 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 3.276800 - 1 384.0 7.372800 ... 7.899428 7.899428 + 0 256.0 2.978909 ... 2.978909 2.978909 + 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 ... 34.028308 34.028308 - 5 896.0 39.025776 ... 40.140799 39.025776 + 5 896.0 39.025776 ... 39.025776 39.025776 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 56.888887 - 9 1408.0 64.138541 ... 67.305878 59.909625 - 10 1536.0 79.526831 ... 78.643199 78.643199 + 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 59.909625 + 10 1536.0 79.526831 ... 79.526831 78.643199 11 1664.0 63.372618 ... 62.492442 62.492442 - 12 1792.0 72.983276 ... 72.047592 72.047592 - 13 1920.0 67.764707 ... 70.172588 70.172588 - 14 2048.0 73.584279 ... 76.608294 76.608294 - 15 2176.0 83.155572 ... 81.472263 83.848535 + 12 1792.0 72.983276 ... 72.512412 72.512412 + 13 1920.0 65.828572 ... 70.530615 70.172588 + 14 2048.0 73.908442 ... 76.608294 76.608294 + 15 2176.0 81.472263 ... 84.909907 84.553145 16 2304.0 68.251065 ... 76.809875 76.809875 - 17 2432.0 71.305746 ... 74.719317 85.393507 - 18 2560.0 78.019048 ... 81.310171 81.108913 - 19 2688.0 83.186525 ... 88.628636 89.044730 - 20 2816.0 81.521884 ... 82.446516 80.617762 - 21 2944.0 81.832567 ... 82.373605 81.564701 - 22 3072.0 82.540970 ... 86.712254 88.335577 - 23 3200.0 84.993363 ... 88.275863 92.352095 - 24 3328.0 83.808259 ... 85.096096 84.695641 - 25 3456.0 81.766291 ... 91.097818 88.400840 - 26 3584.0 87.296493 ... 97.311031 94.152243 - 27 3712.0 84.230479 ... 88.640059 83.947349 - 28 3840.0 81.198237 ... 85.005380 87.355452 - 29 3968.0 91.472214 ... 89.789505 89.921841 - 30 4096.0 93.466385 ... 92.182504 92.056052 + 17 2432.0 71.305746 ... 73.738752 83.366361 + 18 2560.0 77.649287 ... 80.117359 80.313727 + 19 2688.0 83.922689 ... 84.861423 88.422041 + 20 2816.0 83.392363 ... 82.446516 81.369790 + 21 2944.0 79.737653 ... 81.564701 82.509987 + 22 3072.0 81.707223 ... 88.197981 88.890270 + 23 3200.0 83.989503 ... 88.765601 94.955488 + 24 3328.0 81.530349 ... 84.596116 84.496824 + 25 3456.0 81.518272 ... 91.200871 86.503829 + 26 3584.0 87.381330 ... 97.205829 89.290361 + 27 3712.0 85.822459 ... 84.730571 83.947349 + 28 3840.0 82.840447 ... 89.187096 91.473945 + 29 3968.0 92.442373 ... 91.540836 91.335278 + 30 4096.0 93.792965 ... 93.336389 93.142072 [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 20.037 seconds) + **Total running time of the script:** ( 2 minutes 14.528 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 4559e29ce..2114f3d5a 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 ================= -**03:43.927** total execution time for **getting-started_tutorials** files: +**03:38.419** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:20.037 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:14.528 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.645 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.659 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.059 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.046 | 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 ddffe2879..abea31d74 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -323,10 +323,10 @@ 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 76.800002 76.800002 +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 +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 @@ -338,7 +338,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 0 minutes 11.059 seconds)

+

Total running time of the script: ( 0 minutes 11.046 seconds)