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

Vulkan C++ SDK Disadvantages.

7 of 19

7 of 19

Vulkan C++ SDK Disadvantages.

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

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

Automatically move to the next video in the Classroom when playback concludes

  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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.