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The Hello World of ML
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Classroom Contents
Beyond CUDA - GPU Accelerated Computing on Cross-Vendor Graphics Cards with Vulkan Kompute - AMD, Qualcomm, NVIDIA & Friends
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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 Vulkan C++ SDK Disadvantages.
- 7 Enter Kompute The General Purpose Vulkan Compute Framework.
- 8 Vulkan Kompute: Components
- 9 The Hello World of ML
- 10 ML Example Intuition
- 11 Kompute Logic to Set Up
- 12 LR Shader Logic
- 13 Kompute Logic: Create Tensors
- 14 Kompute Logic: Init Tensors
- 15 Kompute Logic: Main Sequence
- 16 Kompute Logic: "Learn" LR Params
- 17 Kompute Logic: Print LR Params
- 18 High level Roadmap
