triton/v1.1.2/.doctrees/getting-started/tutorials/index.doctree

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hh!h"hKubh	<09>	paragraph<70><68><EFBFBD>)<29><>}<7D>(h<05><>Below is a gallery of tutorials for writing various basic operations with Triton. It is recommended that you read through the tutorials in order, starting with the simplest one.<2E>h]<5D>h/<2F><>Below is a gallery of tutorials for writing various basic operations with Triton. It is recommended that you read through the tutorials in order, starting with the simplest one.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh>h h<h
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hubh	<09>raw<61><77><EFBFBD>)<29><>}<7D>(h<05><><div class="sphx-glr-thumbcontainer" tooltip="- The basic programming model of Triton - The triton.jit decorator, which is used to define Tri..."><3E>h]<5D>h/<2F><><div class="sphx-glr-thumbcontainer" tooltip="- The basic programming model of Triton - The triton.jit decorator, which is used to define Tri..."><3E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhh hLubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>format<61><74>html<6D><6C>	xml:space<63><65>preserve<76>uhhJh!h"hK
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    :alt: Vector Addition

    :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py`<60>h]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>alt<6C><74>Vector Addition<6F><6E>uri<72><69>Ggetting-started/tutorials/images/thumb/sphx_glr_01-vector-add_thumb.png<6E><67>
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hh!h"hNubhK)<29><>}<7D>(h<05><><div class="sphx-glr-thumbcontainer" tooltip="- The benefits of kernel fusion for bandwidth-bound operations. - Reduction operators in Triton..."><3E>h]<5D>h/<2F><><div class="sphx-glr-thumbcontainer" tooltip="- The benefits of kernel fusion for bandwidth-bound operations. - Reduction operators in Triton..."><3E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhh h<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>format<61><74>html<6D>h\h]uhhJh!h"hK"h h%h
hubh_)<29><>}<7D>(hhh]<5D>hd)<29><>}<7D>(hhh]<5D>(hi)<29><>}<7D>(h<05><>.. figure:: /getting-started/tutorials/images/thumb/sphx_glr_02-fused-softmax_thumb.png
    :alt: Fused Softmax

    :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py`<60>h]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>alt<6C><74>
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hh!h"hNubhK)<29><>}<7D>(h<05><><div class="sphx-glr-thumbcontainer" tooltip="- Block-level matrix multiplications - Multi-dimensional pointer arithmetic - Program re-orderi..."><3E>h]<5D>h/<2F><><div class="sphx-glr-thumbcontainer" tooltip="- Block-level matrix multiplications - Multi-dimensional pointer arithmetic - Program re-orderi..."><3E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhh jt
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hubh_)<29><>}<7D>(hhh]<5D>hd)<29><>}<7D>(hhh]<5D>(hi)<29><>}<7D>(h<05><>.. figure:: /getting-started/tutorials/images/thumb/sphx_glr_03-matrix-multiplication_thumb.png
    :alt: Matrix Multiplication

    :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py`<60>h]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>alt<6C><74>Matrix Multiplication<6F><6E>uri<72><69>Rgetting-started/tutorials/images/thumb/sphx_glr_03-matrix-multiplication_thumb.png<6E>hx}<7D>hzj<7A>
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hh!h"hNubhK)<29><>}<7D>(h<05><><div class="sphx-glr-thumbcontainer" tooltip="In this tutorial, you will write a memory-efficient implementation of dropout whose state will ..."><3E>h]<5D>h/<2F><><div class="sphx-glr-thumbcontainer" tooltip="In this tutorial, you will write a memory-efficient implementation of dropout whose state will ..."><3E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhh j<>
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hubh_)<29><>}<7D>(hhh]<5D>hd)<29><>}<7D>(hhh]<5D>(hi)<29><>}<7D>(h<05><>.. figure:: /getting-started/tutorials/images/thumb/sphx_glr_04-low-memory-dropout_thumb.png
    :alt: Low-Memory Dropout

    :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py`<60>h]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>alt<6C><74>Low-Memory Dropout<75><74>uri<72><69>Ogetting-started/tutorials/images/thumb/sphx_glr_04-low-memory-dropout_thumb.png<6E>hx}<7D>hzjsuhhhh j
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hubh_)<29><>}<7D>(hhh]<5D>hd)<29><>}<7D>(hhh]<5D>(hi)<29><>}<7D>(h<05><>.. figure:: /getting-started/tutorials/images/thumb/sphx_glr_05-layer-norm_thumb.png
    :alt: Layer Normalization

    :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py`<60>h]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>alt<6C><74>Layer Normalization<6F><6E>uri<72><69>Ggetting-started/tutorials/images/thumb/sphx_glr_05-layer-norm_thumb.png<6E>hx}<7D>hzj<7A>suhhhh j<>h!h"hKjubh|)<29><>}<7D>(h<05>::ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h/<2F>3sphx_glr_getting-started_tutorials_05-layer-norm.py<70><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhh j<>ubah}<7D>(h]<5D>h]<5D>(h<><68>std<74><64>std-ref<65>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>j<EFBFBD><00>reftype<70><65>ref<65><66>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD><68>3sphx_glr_getting-started_tutorials_05-layer-norm.py<70>uhh<>h!h"hKjh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhh{h!h"hKjh j<>ubeh}<7D>(h]<5D><>id5<64>ah]<5D>h]<5D>h]<5D>h]<5D>uhhchKjh j<>h
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.. container:: sphx-glr-download sphx-glr-download-python

  :download:`Download all examples in Python source code: tutorials_python.zip </getting-started/tutorials/tutorials_python.zip>`



.. container:: sphx-glr-download sphx-glr-download-jupyter

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