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Beyond CUDA: GPU Accelerated Machine Learning on Cross-Vendor Graphics Cards with Vulkan Kompute
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- 1 Intro
- 2 Hello, my name is Alejandro
- 3 High level Objectives
- 4 Why Parallel Processing?
- 5 Parallel Processing: Options
- 6 Introducing Vulkan
- 7 Vulkan C++ SDK Disadvantages.
- 8 Enter Kompute The General Purpose Vulkan Compute Framework.
- 9 Vulkan Kompute: Components
- 10 The Hello World of ML
- 11 ML Example Intuition
- 12 Kompute Logic to Set Up
- 13 LR Shader Logic
- 14 Kompute Logic: Create Tensors
- 15 Kompute Logic: Init Tensors
- 16 Kompute Logic: Main Sequence
- 17 Kompute Logic: "Learn" LR Params
- 18 Kompute Logic: Print LR Params
- 19 High level Roadmap
