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 …

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