https://bugzilla.redhat.com/show_bug.cgi?id=2336118
Bug ID: 2336118
Summary: Review Request: composable_kernel - Performance
Portable Programming Model for Machine Learning Tensor
Operators
Product: Fedora
Version: rawhide
OS: Linux
Status: NEW
Component: Package Review
Severity: medium
Assignee: [email protected]
Reporter: [email protected]
QA Contact: [email protected]
CC: [email protected]
Target Milestone: ---
Classification: Fedora
Spec URL: https://trix.fedorapeople.org/composable_kernel.spec
SRPM URL: https://trix.fedorapeople.org/composable_kernel-6.3.1-1.fc42.src.rpm
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".
Reproducible: Always
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