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A typical neural network model is given as follows: import numpy as n p import torch import torch.nn as nn import torch.optim as optim model
A typical neural network model is given as follows:
import numpy as
import torch
import torch.nn as nn
import torch.optim as optim
model nnSequential
nnLinear
nnReLU
nnLinear
nnReLU
nnLinear
nnSigmoid
loss nnMSELoss
optimizer optim.SGD modelparameters
torch.tensor X dtypetorch.float
torch.tensory dtypetorch.float
n epochs
batch size
for epoch in rangen epochs:
for in range len batch size:
Xbatch size
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