mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-03-25 17:47:47 +00:00
a426f67301
* creation of install doc and refactor of doc in general * updates based on review comments * updated based on review comments * updated readme and contributors markdown * added extra note to not use -j on its own * added note about smoke tests and regression tests * made changes as per Illia's feedback --------- Co-authored-by: Aviral Goel <aviral.goel@amd.com>
29 lines
958 B
ReStructuredText
29 lines
958 B
ReStructuredText
.. meta::
|
|
:description: Composable Kernel structure
|
|
:keywords: composable kernel, CK, ROCm, API, structure
|
|
|
|
.. _what-is-ck:
|
|
|
|
********************************************************************
|
|
Composable Kernel structure
|
|
********************************************************************
|
|
|
|
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
|
|
|