The NVIDIA container image of Caffe, release 17.03, is available.
NVCaffe container image version 17.03 is based on NVCaffe 0.16.
Contents of NVCaffe
This container image contains the complete source of the version of NVCaffe in /opt/caffe. It is pre-built and installed into the /usr/local/[bin,share,lib] directories in the container image.
The container also includes the following:
- Ubuntu 16.04
- NVIDIA CUDA® 8.0.61
- NVIDIA CUDA® Deep Neural Network library™ (cuDNN) 6.0.20
- NCCL 1.6.1 (optimized for NVLink™ )
Key Features and Enhancements
This NVCaffe release includes the following key features and enhancements.
- Supports overriding convolution algorithms for each layer and whole net
- Performance improvements in FP16 and Pseudo-FP16 modes
- Memory usage optimization allows for bigger batch sizes which improves performance. For example, you can fit ResNet50 to batch size of 64 per GPU on a GP100 board.
- All GPU kernels in weights update flow are now fused into one for each solver for better performance
- Ubuntu 16.04 with February 2017 updates
Known Issues
There are no known issues in this release.