Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

NVIDIA Developer via YouTube Direct link

Intro

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1 of 17

Intro

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Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

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  1. 1 Intro
  2. 2 Example: Transfer Learning Workflow
  3. 3 Example: Transfer Learning in MATLAB
  4. 4 GPU Coder for Deployment
  5. 5 MATLAB to CUDA compilation
  6. 6 GPU Coder Generates CUDA from (scalarized) MATLAB
  7. 7 GPU Coder Generates CUDA from (vectorized) MATLAB
  8. 8 Memory Management modes are configurable
  9. 9 Shared Memory Synthesis for Stencil Operations
  10. 10 Vision Algorithms: GPU Coder Speedup over C code on CPU
  11. 11 Algorithm Design to Embedded Deployment on NVIDIA Jetson
  12. 12 Example: Fog Rectification Algorithm
  13. 13 Example: Lane Detection using Modified AlexNet on Jetson TX1
  14. 14 Deep Learning Inference: Alexnet on NVIDIA Jetson TX1
  15. 15 Deep Learning Inference: Alexnet on NVIDIA Titan Xp GPU
  16. 16 Design DNNS in MATLAB and Deploy with GPU Coder
  17. 17 Check out Deep Learning in MATLAB and GPU Coder

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