Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition

Vadim Lebedev, Yaroslav Ganin, Maksim Rakhuba +2

We propose a simple two-step approach for speeding up convolution layers within large convolutional neural networks based on tensor decomposition and discriminative fine-tuning. Gi…