Yes, actually it is about 5 months I am stuck and actually I abandoned it since last month. I always try to write unit tests but it is a deep learning model, how can I write one? I have googled for DevOps tools for deep learning but they are ambiguous somehow. In the last months I was trying to learn Facebook’s Visdom and a bunch of other tools to make sure how the model is working and I can easily say I have tried more than 1000 changes to make it work but I do not know why it does not work.
In the end, my main problem was that because I am student and I do not have credit card so I could not use any cloud to use GPU and I do not have GPU on my own laptop so testing different approaches were also so frustrating and time consuming and that’s why I have abandoned it.
Thanks for your answer.