How to train a DNN model with high-dimensional data
I have a deep neural network with three hidden layers, and I need to train it on a dataset with dimensions (2048 x 10^8). Training this model on my computer takes an excessively long time, potentially up to a month. Are there online platforms equipped with supercomputers that could expedite this training process? I have attempted to use Google Colab, but its performance has also been disappointingly slow.