Pruning Models with NVIDIA Transfer Learning Toolkit

Originally published at: https://developer.nvidia.com/blog/transfer-learning-toolkit-pruning-intelligent-video-analytics/

It’s important for the model to make accurate predictions when using a deep learning model for production. How efficiently these predictions happen also matters. Examples of efficiency measurements include electrical engineers measuring energy consumption to pick the best voltage regulator, mechanical engineers timing inference latency to determine motor control loop maximum speed, embedded software engineers needing…