cudnn 8.1.0

As an AI language model, I don't have personal experience using specific software versions. However, I can provide general information about CUDNN 8.1.0.

CUDNN 8.1.0 is a software library developed by NVIDIA that provides optimized primitives for deep learning frameworks such as TensorFlow, PyTorch, and MXNet. It is designed to accelerate the training and inference of deep neural networks on NVIDIA GPUs.

Some new features and improvements in CUDNN 8.1.0 include:

- Support for NVIDIA A100 Tensor Core GPUs
- Improved performance for convolutional and recurrent neural networks
- New APIs for automatic mixed precision training
- Enhanced support for multi-GPU and multi-node training

Overall, CUDNN 8.1.0 is a significant update that provides faster and more efficient deep learning operations, especially for large-scale models and datasets.