Hi,
Thanks for your question.
The error indicates Caffe tried to use cuDNN but it’s not in GPU mode.
Architecture is not an issue for training a model.
Digits saves model with general caffe format and is nothing related to GPU architecture.
Please feel free to train a model on desktop GPU and then port it to TX1.
In TX1, tensorRT will compile the model into tensorRT format based on GPU architecture.