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

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

Linux Foundation via YouTube Direct link

Intro

1 of 19

1 of 19

Intro

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

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

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