Executing Neural Networks on Low Powered GPUs
Honours Project Presentation
by Simon Rovder
Optimised Operations:
- Matrix Multiplication
- Bias Addition
- Activation Functions (Sgimoid and ReLU)
Memory Layout Optimisation
Workgroup Size Optimisation
Blocking - Row Major by Row Major
Blocking - Row Major by Column Major
Executing Neural Networks on Low Powered GPUs
By simonrovder
