Construct a lighter and smaller Residual Network (ResNet) architecture.Train your network to perform image classication by minimizng the cross-entropy between the network’s prediction
and the CIFAR-10 targets.
As the training proceeds, plot the loss value and the classication accuracy on training and validation set,
and choose the iteration with the least error.