cudnn
NVIDIA® CUDA® Deep Neural Network library (cuDNN) is a GPU-accelerated library of primitives for deep neural networks. cuDNN provides highly tuned implementations for standard routines, such as forward and backward convolution, attention, matmul, pooling, and normalization. (Summary from the program web page.)
The official web page:https://developer.nvidia.com/cudnn