Various neural networks were looked into and we tried to implement them. The main method being a LSTM, however again resources became the bane of our existence as running the models on GPU quickly overcame the TITAN’s VRAM while running on the CPU was estimated to take multiple days in which we just did not have access to a machine that long.
If only the University had a dedicated research machine for students doing projects like this, booking a time slot for use could have maybe helped us.
@UWI invest in your student’s please.
The Stallions Chronicle 