This and fully integrated software stack combines the Caffe deep learning framework with Python 3.6. It establishes a stable and thoroughly tested environment suitable for tasks like training, inference, or functioning as an API service. This stack is easily adaptable for integration into continuous workflows for both short and long-running high-performance tasks, with a particular emphasis on CPU optimization.
The stack includes critical components like CUDA, a parallel computing platform, and API model, as well as cuDNN, a GPU-accelerated library designed for deep neural networks. It also comes with NVidia drivers to enable GPU functionality. Additionally, the stack incorporates OpenCV, a library primarily focused on real-time computer vision applications. Lastly, it provides a development preset that equips users with fundamental program development and building tools, including a C compiler and the make utility, among others.
