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zZZ;ZpcNCZY`)>j>@h!3ck8hB^AKew-!R^|08)O(NiAfHzoI6o_3$kMe(bLCb71; zGPpx0&zusu$7dSr45XToS}rRpnp8bH6qS$f|D_2W)E`d4gc^t`7Hr+Y$U8Qe%!vJ7 zgeHJ|@MYm6VgL+gR0pTAVZ{JejUXbW@x;L0mQU1_^VTlF7~EXK zASDEAU8I2&O9>7!rF?c89c2IuQvA?I)%cJXNE731=VpB&8t7coli{ zWLDj8KH=;9d{S?~g%E3YFdmFAp5fN}KvW4Vgjm)Y zBm9i`sddL|Kf`Pb98hq&bLqDkImlI|U-9E>tr33z{rCST{Qh6j_`m;Mlj5zpC_wf> T317NSLZWa<<)60~jqm**^{cg& diff --git a/_sources/getting-started/installation.rst.txt b/_sources/getting-started/installation.rst.txt index 999b38959..e687cc1da 100644 --- a/_sources/getting-started/installation.rst.txt +++ b/_sources/getting-started/installation.rst.txt @@ -33,12 +33,12 @@ You can install the Python package from source by running the following commands .. code-block:: bash - git clone https://github.com/ptillet/triton.git; + git clone https://github.com/openai/triton.git; cd triton/python; pip install cmake; # build time dependency pip install -e . -Note that, if llvm-11 is not present on your system, the setup.py script will download LLVM static libraries on the web and link against that. +Note that, if llvm-11 is not present on your system, the setup.py script will download the official LLVM11 static libraries link against that. You can then test your installation by running the unit tests: diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index 4d8a8cee2..b0fef3f46 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -216,13 +216,13 @@ We can now run the decorated function above. Pass `print_data=True` to see the p vector-add-performance: size Triton Torch - 0 4096.0 8.000000 9.600000 + 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 262144.0 384.000001 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 @@ -230,7 +230,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 13 33554432.0 843.811163 843.811163 - 14 67108864.0 848.362445 848.362445 + 14 67108864.0 849.278610 848.362445 15 134217728.0 851.577704 850.656574 @@ -239,7 +239,7 @@ 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 10.964 seconds) + **Total running time of the script:** ( 0 minutes 12.665 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 9a5a97045..c9c6b157f 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -261,17 +261,17 @@ 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 273.066674 + 0 256.0 512.000001 512.000001 273.066674 1 384.0 585.142862 585.142862 261.446801 - 2 512.0 630.153853 585.142849 264.258068 - 3 640.0 682.666684 640.000002 265.974036 + 2 512.0 630.153853 606.814814 264.258068 + 3 640.0 682.666684 640.000002 269.473696 4 768.0 702.171410 664.216187 273.066663 .. ... ... ... ... - 93 12160.0 812.359066 405.755985 329.204728 + 93 12160.0 812.359066 406.179533 329.483481 94 12288.0 812.429770 415.661740 329.602681 95 12416.0 810.840807 411.722274 329.173158 96 12544.0 810.925276 412.971190 329.292871 - 97 12672.0 811.007961 412.097543 329.142870 + 97 12672.0 811.007961 412.516771 329.142870 [98 rows x 4 columns] @@ -290,7 +290,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 8.185 seconds) + **Total running time of the script:** ( 1 minutes 8.252 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 add450bf8..a0e078538 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -371,37 +371,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) 0 128.0 0.455111 ... 0.512000 0.512000 - 1 256.0 2.730667 ... 3.276800 3.276800 - 2 384.0 7.372800 ... 8.507077 8.507077 - 3 512.0 14.563555 ... 16.384000 15.420235 + 1 256.0 2.730667 ... 3.276800 2.978909 + 2 384.0 7.372800 ... 7.899428 7.899428 + 3 512.0 14.563555 ... 15.420235 15.420235 4 640.0 22.260869 ... 24.380953 24.380953 5 768.0 32.768000 ... 34.028308 34.028308 - 6 896.0 37.971025 ... 39.025776 39.025776 + 6 896.0 39.025776 ... 39.025776 39.025776 7 1024.0 49.932191 ... 52.428801 52.428801 - 8 1152.0 44.566925 ... 46.656000 45.938215 + 8 1152.0 44.566925 ... 45.938215 45.938215 9 1280.0 51.200001 ... 56.109587 56.109587 - 10 1408.0 64.138541 ... 65.684049 58.601554 - 11 1536.0 78.643199 ... 75.296679 75.296679 - 12 1664.0 62.929456 ... 61.636381 61.636381 - 13 1792.0 72.983276 ... 68.953520 68.533074 - 14 1920.0 69.120002 ... 69.120002 69.467336 - 15 2048.0 73.584279 ... 75.573044 75.234154 - 16 2176.0 83.155572 ... 79.855747 79.855747 - 17 2304.0 68.251065 ... 72.607513 72.828879 - 18 2432.0 71.305746 ... 80.963875 80.963875 - 19 2560.0 77.649287 ... 76.740048 75.155963 - 20 2688.0 83.552988 ... 81.053536 83.552988 - 21 2816.0 79.154642 ... 78.726003 78.161663 - 22 2944.0 81.967162 ... 78.605729 79.737653 - 23 3072.0 79.415291 ... 81.825298 83.391907 - 24 3200.0 84.210524 ... 89.385477 85.333333 - 25 3328.0 83.905938 ... 81.346098 81.808290 - 26 3456.0 81.108217 ... 81.026701 85.133652 - 27 3584.0 87.381330 ... 91.750399 85.064084 - 28 3712.0 84.159518 ... 85.309435 88.326564 - 29 3840.0 84.550462 ... 87.217666 87.493673 - 30 3968.0 92.442373 ... 84.680037 83.692683 - 31 4096.0 93.662059 ... 91.867031 91.616198 + 10 1408.0 64.138541 ... 65.684049 58.621246 + 11 1536.0 79.526831 ... 76.106321 75.296679 + 12 1664.0 63.372618 ... 61.636381 62.061463 + 13 1792.0 72.983276 ... 69.379162 68.533074 + 14 1920.0 69.467336 ... 68.776119 69.120002 + 15 2048.0 73.908442 ... 75.573044 74.898285 + 16 2176.0 83.155572 ... 80.494588 79.855747 + 17 2304.0 68.446623 ... 73.051599 72.387489 + 18 2432.0 71.125224 ... 80.269900 79.139336 + 19 2560.0 77.833728 ... 76.740048 74.812787 + 20 2688.0 83.737433 ... 80.196737 82.463163 + 21 2816.0 83.552120 ... 78.442822 77.882512 + 22 2944.0 82.102191 ... 81.034195 78.979452 + 23 3072.0 80.202695 ... 84.010539 79.750851 + 24 3200.0 84.432717 ... 89.012517 86.720870 + 25 3328.0 79.114032 ... 78.851363 81.071278 + 26 3456.0 81.518272 ... 87.252780 82.773682 + 27 3584.0 84.905939 ... 95.654673 95.451583 + 28 3712.0 84.088676 ... 82.902362 84.159518 + 29 3840.0 83.655065 ... 84.036474 85.267542 + 30 3968.0 92.935215 ... 84.797731 83.807647 + 31 4096.0 93.336389 ... 91.616198 91.118618 [32 rows x 5 columns] @@ -411,7 +411,7 @@ 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 12.186 seconds) + **Total running time of the script:** ( 2 minutes 15.188 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 f43372331..972e3382c 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 ================= -**03:31.335** total execution time for **getting-started_tutorials** files: +**03:36.105** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:12.186 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:15.188 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.185 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:08.252 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.964 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:12.665 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt index a73c52569..1da612fe8 100644 --- a/_sources/index.rst.txt +++ b/_sources/index.rst.txt @@ -1,7 +1,7 @@ Welcome to Triton's documentation! ================================== -Triton is an language and compiler for parallel programming. It aims to provide a Python-based programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware. +Triton is a language and compiler for parallel programming. It aims to provide a Python-based programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware. Getting Started --------------- @@ -49,4 +49,4 @@ Check out the following documents to learn more about Triton and how it compares :hidden: programming-guide/chapter-1/introduction - programming-guide/chapter-2/related-work \ No newline at end of file + programming-guide/chapter-2/related-work diff --git a/getting-started/installation.html b/getting-started/installation.html index a60b427ed..e4f6b46d7 100644 --- a/getting-started/installation.html +++ b/getting-started/installation.html @@ -200,13 +200,13 @@

Python Package

You can install the Python package from source by running the following commands:

-
git clone https://github.com/ptillet/triton.git;
+
git clone https://github.com/openai/triton.git;
 cd triton/python;
 pip install cmake; # build time dependency
 pip install -e .
 
-

Note that, if llvm-11 is not present on your system, the setup.py script will download LLVM static libraries on the web and link against that.

+

Note that, if llvm-11 is not present on your system, the setup.py script will download the official LLVM11 static libraries link against that.

You can then test your installation by running the unit tests:

pytest -vs .
 
diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 454357fca..2c46376ea 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -305,13 +305,13 @@ for different problem sizes.

Out:

vector-add-performance:
            size      Triton       Torch
-0        4096.0    8.000000    9.600000
+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  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
@@ -319,11 +319,11 @@ for different problem sizes.

11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 13 33554432.0 843.811163 843.811163 -14 67108864.0 848.362445 848.362445 +14 67108864.0 849.278610 848.362445 15 134217728.0 851.577704 850.656574
-

Total running time of the script: ( 0 minutes 10.964 seconds)

+

Total running time of the script: ( 0 minutes 12.665 seconds)