Solved by Usama_Hasan in post #2 
              
              
                Hy, I guess what you’re asking for is how to load your own dataset into dataloader. One way to do this is using TensorDataset. 

from torch.utils.data import DataLoader , TensorDataset 
dataset = TensorDataset(X , y) 
trainloader = DataLoader(dataset , batch_size = 16, shuffle=True)