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z*(M<&!5jz|Dq?BQ8x?HMOgI1V%$Qj01z2nDp`w9ZtPTz}7V(?+v&^4y5Az!zESvqH zqN+NCBTDoiJe4G@#fr~!uNZr4L32W)3WgaOcnG8|D=PbgGBWFV&4k+xH3lFh6*x{T z{w0hY;Lo>@;a=a7@+A1bXJ`MPKWG0C5AXHk9u7WFJX-s|(fR+M|7_SIIkgx+es{pw S4v$$UQ9h$~I$QCE-~Rx7VsbqI diff --git a/_sources/getting-started/tutorials/01-vector-add.rst.txt b/_sources/getting-started/tutorials/01-vector-add.rst.txt index 433d3e25c..0ea0b8b6b 100644 --- a/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -231,10 +231,10 @@ 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 9.540372 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 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 341.333321 384.000001 @@ -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 10.981 seconds) + **Total running time of the script:** ( 0 minutes 11.022 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 aa4535f80..d417cabb2 100644 --- a/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -300,17 +300,17 @@ 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 190.511628 - 1 384.0 585.142862 558.545450 153.600004 + 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 161.259834 + 3 640.0 682.666684 640.000002 160.000000 4 768.0 702.171410 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 812.359066 405.755985 199.038365 + 93 12160.0 812.359066 406.179533 199.038365 94 12288.0 812.429770 415.661740 199.298541 - 95 12416.0 810.840807 411.722274 198.954424 - 96 12544.0 810.925276 412.971190 199.209928 - 97 12672.0 809.389265 412.097543 199.264875 + 95 12416.0 810.840807 412.149375 198.954424 + 96 12544.0 810.925276 412.971190 199.111113 + 97 12672.0 811.007961 412.097543 199.167004 [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 12.586 seconds) + **Total running time of the script:** ( 1 minutes 13.154 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 17a26c2c1..52a672321 100644 --- a/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -463,37 +463,37 @@ 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 2.978909 ... 2.978909 2.978909 + 1 256.0 2.730667 ... 3.276800 2.978909 2 384.0 7.372800 ... 8.507077 7.899428 3 512.0 14.563555 ... 16.384000 16.384000 4 640.0 22.260869 ... 24.380953 24.380953 5 768.0 32.768000 ... 34.028308 34.028308 - 6 896.0 39.025776 ... 40.140799 35.994954 + 6 896.0 39.025776 ... 39.025776 39.025776 7 1024.0 49.932191 ... 53.773130 52.428801 - 8 1152.0 44.566925 ... 46.656000 46.656000 - 9 1280.0 51.200001 ... 56.888887 56.888887 + 8 1152.0 45.242181 ... 46.656000 46.656000 + 9 1280.0 51.200001 ... 56.888887 56.109587 10 1408.0 64.138541 ... 64.902096 64.902096 - 11 1536.0 76.933564 ... 76.106321 76.106321 - 12 1664.0 63.372618 ... 61.217089 61.636381 - 13 1792.0 72.983276 ... 69.810085 69.379162 - 14 1920.0 67.434145 ... 70.172588 70.530615 - 15 2048.0 73.908442 ... 74.898285 74.898285 - 16 2176.0 83.500614 ... 80.173899 80.817862 - 17 2304.0 68.446623 ... 73.275679 73.275679 - 18 2432.0 71.125224 ... 81.908060 82.147552 - 19 2560.0 78.019048 ... 75.676673 76.027843 - 20 2688.0 83.369354 ... 83.369354 81.928846 - 21 2816.0 84.197315 ... 77.605356 79.733474 - 22 2944.0 80.122235 ... 77.385141 79.865439 - 23 3072.0 79.415291 ... 81.472093 82.782312 - 24 3200.0 83.879425 ... 89.136491 88.888888 - 25 3328.0 83.130825 ... 86.946008 84.298943 - 26 3456.0 81.849303 ... 81.932484 85.858966 - 27 3584.0 87.211821 ... 88.761490 91.563533 - 28 3712.0 85.896254 ... 82.152425 83.317214 - 29 3840.0 83.655065 ... 86.738820 87.493673 - 30 3968.0 93.219206 ... 87.535103 87.913500 - 31 4096.0 93.596744 ... 83.311685 90.810373 + 11 1536.0 80.430545 ... 76.106321 76.106321 + 12 1664.0 63.372618 ... 62.492442 62.492442 + 13 1792.0 72.983276 ... 69.810085 69.810085 + 14 1920.0 69.467336 ... 69.818184 69.818184 + 15 2048.0 73.584279 ... 75.234154 74.898285 + 16 2176.0 82.137338 ... 80.173899 80.494588 + 17 2304.0 68.251065 ... 73.275679 73.275679 + 18 2432.0 71.125224 ... 81.433227 81.908060 + 19 2560.0 77.833728 ... 76.560748 75.676673 + 20 2688.0 84.108772 ... 81.227100 83.186525 + 21 2816.0 83.712490 ... 79.298560 78.726003 + 22 2944.0 81.832567 ... 80.122235 78.979452 + 23 3072.0 80.890151 ... 80.890151 82.903517 + 24 3200.0 79.601989 ... 82.790959 88.765601 + 25 3328.0 84.101981 ... 82.843841 82.088138 + 26 3456.0 81.766291 ... 85.494768 83.806205 + 27 3584.0 85.879071 ... 95.553020 94.847460 + 28 3712.0 82.491612 ... 88.876645 83.386762 + 29 3840.0 81.138664 ... 82.285715 82.224536 + 30 3968.0 86.114283 ... 81.512316 88.167587 + 31 4096.0 93.662059 ... 90.079009 90.321484 [32 rows x 5 columns] @@ -503,7 +503,7 @@ 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 31.194 seconds) + **Total running time of the script:** ( 2 minutes 18.271 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 d33480453..1580cfed2 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 ================= -**03:54.762** total execution time for **getting-started_tutorials** files: +**03:42.447** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:31.194 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:18.271 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.586 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:13.154 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.981 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.022 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/_sources/python-api/generated/triton.language.cos.rst.txt b/_sources/python-api/generated/triton.language.cos.rst.txt new file mode 100644 index 000000000..3a090bea2 --- /dev/null +++ b/_sources/python-api/generated/triton.language.cos.rst.txt @@ -0,0 +1,6 @@ +triton.language.cos +=================== + +.. currentmodule:: triton.language + +.. autofunction:: cos \ No newline at end of file diff --git a/_sources/python-api/generated/triton.language.sin.rst.txt b/_sources/python-api/generated/triton.language.sin.rst.txt new file mode 100644 index 000000000..651f465b8 --- /dev/null +++ b/_sources/python-api/generated/triton.language.sin.rst.txt @@ -0,0 +1,6 @@ +triton.language.sin +=================== + +.. currentmodule:: triton.language + +.. autofunction:: sin \ No newline at end of file diff --git a/_sources/python-api/generated/triton.language.sqrt.rst.txt b/_sources/python-api/generated/triton.language.sqrt.rst.txt new file mode 100644 index 000000000..b74db8a6e --- /dev/null +++ b/_sources/python-api/generated/triton.language.sqrt.rst.txt @@ -0,0 +1,6 @@ +triton.language.sqrt +==================== + +.. currentmodule:: triton.language + +.. autofunction:: sqrt \ No newline at end of file diff --git a/_sources/python-api/triton.language.rst.txt b/_sources/python-api/triton.language.rst.txt index dd1404c69..b86ee798f 100644 --- a/_sources/python-api/triton.language.rst.txt +++ b/_sources/python-api/triton.language.rst.txt @@ -80,6 +80,9 @@ Math Ops exp log + cos + sin + sqrt sigmoid softmax diff --git a/genindex.html b/genindex.html index 52fd3d1f6..53b6f116a 100644 --- a/genindex.html +++ b/genindex.html @@ -177,6 +177,7 @@ _ | A | B + | C | D | E | J @@ -224,6 +225,14 @@ +

C

+ + +
+

D

    @@ -318,11 +327,15 @@
      +
    • sqrt() (in module triton.language) +
    • store() (in module triton.language)
    • sum() (in module triton.language) diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 40c9b6b4c..02457016d 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -319,10 +319,10 @@ for different problem sizes.

      Out:

      vector-add-performance:
                  size      Triton       Torch
      -0        4096.0    9.540372    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   63.999998
       4       65536.0  127.999995  127.999995
       5      131072.0  219.428568  219.428568
       6      262144.0  341.333321  384.000001
      @@ -337,7 +337,7 @@ for different problem sizes.

      15 134217728.0 851.577704 850.656574
      -

      Total running time of the script: ( 0 minutes 10.981 seconds)

      +

      Total running time of the script: ( 0 minutes 11.022 seconds)