DIGITS simplifies common deep learning tasks such as managing data, designing and training neural networks on multi-GPU systems, monitoring performance in real time with advanced visualizations, and selecting the best performing model from the results browser for deployment.
DIGITS is completely interactive so that data scientists can focus on designing and training networks rather than programming and debugging.
Running digits :
Run the container image. A typical command to launch the container is:
nvidia-docker run -it --rm -v local_dir:container_dir nvcr.io/nvidia/digits:<xx.xx>
a. To run the server as a daemon and expose port 5000 in the container to port 8888 on your host:
nvidia-docker run --name digits -d -p 8888:5000 nvcr.io/nvidia/digits
b. To mount one local directory containing your data (read-only), and another for writing your DIGITS jobs:
nvidia-docker run --name digits -d -p 8888:5000 -v /home/username/data:/data:ro -v /home/username/digits- jobs:/workspace/jobs nvcr.io/nvidia/digits
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