~/talk

Beyond CUDA: GPU Accelerated Python on Cross-Vendor Graphics Cards with Vulkan Kompute

Talkat FOSDEM 2021 · on Sunday, 2021-02-07· at 14:30· D.python· [python, machine-learning]
links:none on file

Shows how to use Vulkan Kompute to run GPU-accelerated Python code on non‑CUDA (cross‑vendor) graphics cards, explaining Vulkan’s role and Kompute’s architecture. Demonstrates a simple and a more advanced parallel array multiplication implemented in Python with Kompute, then builds a GPU logistic regression model from scratch for machine learning, and points to repo/docs and further resources.

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