https://bugzilla.redhat.com/show_bug.cgi?id=2251765
Bug ID: 2251765 Summary: Review Request: composable_kernel - ROCm library for ML Tensor Operators Product: Fedora Version: rawhide OS: Linux Status: NEW Component: Package Review Severity: medium Assignee: nobody@fedoraproject.org Reporter: trix@redhat.com QA Contact: extras-qa@fedoraproject.org CC: package-review@lists.fedoraproject.org Target Milestone: --- Classification: Fedora
Spec URL: https://trix.fedorapeople.org/composable_kernel.spec SRPM URL: https://trix.fedorapeople.org/composable_kernel-5.7.1-1.fc40.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