8.3. Network in Network (NiN)

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings sys.path.append('/home/jov

narcissuskid narcissuskid 发布于 2023-08-27

8.2. Networks Using Blocks (VGG)

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings sys.path.append('/home/jov

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8.1. Deep Convolutional Neural Networks (AlexNet)

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings sys.path.append('/home/jov

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7.6. Convolutional Neural Networks (LeNet)

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings sys.path.append('/home/jov

narcissuskid narcissuskid 发布于 2023-08-26

7.5. Pooling

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Implement average pooling through a convolution. import torch import torch.nn.functio

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7.4. Multiple Input and Multiple Output Channels

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Assume that we have two convolution kernels of size k_1 and k_2, respectively (with n

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7.3. Padding and Stride

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Given the final code example in this section with kernel size (3,5), padding (0,1), a

narcissuskid narcissuskid 发布于 2023-08-25

7.2. Convolutions for Images

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Construct an image X with diagonal edges. import torch def corr2d(X,K): h,w = K.

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7.1. From Fully Connected Layers to Convolutions

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Assume that the size of the convolution kernel is \Delta=0. Show that in

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6.6. File I/O

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Even if there is no need to deploy trained models to a different device, what are the

narcissuskid narcissuskid 发布于 2023-08-24