Package: wnpp Severity: wishlist Owner: Christian Bayle <[email protected]> X-Debbugs-Cc: [email protected]
* Package name : composable-kernel Version : 7.0.1 Upstream Contact: https://github.com/orgs/ROCm/people * URL : https://github.com/ROCm/composable_kernel * License : (MIT) Programming Lang: (C++, CMake, Python) Description : Performance Portable Programming Model for Machine Learning Tensor Operators The Composable Kernel (CK) library provides a programming model for writing performance-critical kernels for machine learning workloads across multiple architectures (GPUs, CPUs, etc.). The CK library uses general purpose kernel languages, such as HIP C++. CK uses two concepts to achieve performance portability and code maintainability: * A tile-based programming model * Algorithm complexity reduction for complex machine learning (ML) operators. This uses an innovative technique called Tensor Coordinate Transformation. The current CK library is structured into four layers: * Templated Tile Operators * Templated Kernel and Invoker * Instantiated Kernel and Invoker * Client API This package will be developped with the ROCm Team https://wiki.debian.org/Teams/ROCm
