VTimeLLM/flash-attention/csrc/composable_kernel/docs/conceptual/Composable-Kernel-structure.rst

.. meta::
  :description: Composable Kernel structure
  :keywords: composable kernel, CK, ROCm, API, structure

.. _what-is-ck:

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Composable Kernel structure
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The Composable Kernel library uses a tile-based programming model and tensor coordinate transformation to achieve performance portability and code maintainability. Tensor coordinate transformation is a complexity reduction technique for complex machine learning operators.
  

.. image:: ../data/ck_component.png
   :alt: CK Components


The Composable Kernel library consists of four layers: 

* a templated tile operator layer
* a templated kernel and invoker layer
* an instantiated kernel and invoker layer
* a client API layer.

A wrapper component is included to simplify tensor transform operations.

.. image:: ../data/ck_layer.png
   :alt: CK Layers