Deep Learning on the Edge
How do we Optimize Deep Learning models for edge devices? Training a single AI model can emit as much carbon as five cars in their lifetimes Parameter Removal: Identify the trainable layers in the model and reduce the number of parameters! Weight Pruning: Specific connections between neurons are removed. In practice this removal means replacing …