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Improve formatting of docs; Add a note about the DL_KERNELS flag (#825)

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* Improve formatting of docs; Add a note about the DL_KERNELS flag

* Change the recommended version of ROCm to 5.6
This commit is contained in:
Bartlomiej Wroblewski
2023-08-03 15:50:38 +02:00
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parent f7cc8c3b03
commit 8c13df07bf
5 changed files with 91 additions and 48 deletions
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docs/index.rst
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@@ -12,12 +12,15 @@ This document contains instructions for installing, using, and contributing to C
Methodology
-----------
Composable Kernel (CK) library aims to provide a programming model for writing performance critical kernels for machine learning workloads across multiple architectures including GPUs, CPUs, etc, through general purpose kernel languages, like HIP C++.
Composable Kernel (CK) library aims to provide a programming model for writing performance critical
kernels for machine learning workloads across multiple architectures including GPUs, CPUs, etc,
through general purpose kernel languages, like HIP C++.
CK utilizes two concepts to achieve performance portability and code maintainability:
* A tile-based programming model
* Algorithm complexity reduction for complex ML operators, using innovative technique we call "Tensor Coordinate Transformation".
* Algorithm complexity reduction for complex ML operators, using innovative technique we call
"Tensor Coordinate Transformation".
.. image:: data/ck_component.png
:alt: CK Components