High Performance Implementation of 3D Convolutional Neural Networks on a GPU

Table 1

Properties of the GeForce GTX 1080.

Parameters	Values
CUDA capability major/minor version number	6.1
Total amount of global memory	8 GB
CUDA cores	2560
L2 cache Size	2 MB
Warp size	32
Total number of registers available per block	64 KB