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  3. Deep Learning with PyTorch

Exercise

Forward pass

Let's have something resembling more a neural network. The computational graph has been given below. You are going to initialize 3 large random tensors, and then do the operations as given in the computational graph. The final operation is the mean of the tensor, given by torch.mean(your_tensor).

Instructions

100 XP
  • Initialize random tensors x, y and z, each having shape (1000, 1000).
  • Multiply x with y, putting the result in tensor q.
  • Do an elementwise multiplication of tensor z with tensor q, putting the results in f