KomputeProject/kompute
A Vulkan-based GPU compute framework for cross-vendor acceleration of deep learning and machine learning workloads.
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Kompute is a general purpose GPU compute framework built on Vulkan that targets deep learning and machine learning workloads across AMD, Qualcomm, and NVIDIA GPUs. It provides flexible Python bindings and a C++ SDK for optimized GPU operations, supporting asynchronous and parallel processing for advanced data processing use cases. The framework is designed to accelerate ML training and inference by leveraging low-level Vulkan compute shaders.
Frequently asked
- What is KomputeProject/kompute?
- A Vulkan-based GPU compute framework for cross-vendor acceleration of deep learning and machine learning workloads.
- Is kompute open source?
- Yes — KomputeProject/kompute is open source, released under the Apache-2.0 license.
- What language is kompute written in?
- KomputeProject/kompute is primarily written in C++.
- How popular is kompute?
- KomputeProject/kompute has 2.5k stars on GitHub.
- Where can I find kompute?
- KomputeProject/kompute is on GitHub at https://github.com/KomputeProject/kompute.