Convolutional Neural Network - More Layers with smaller filters? [D]

Web: https://www.reddit.com/r/deeplearning/comments/sh6is5/convolutional_neural_network_more_layers_with/

Hello, assume I am building a ResNet Convolutional Neural Network and that I have only 40 layers to use.

Would it be better to build the architecture by using 10 layers per block?

So 10 layers for block A with 16 filters, then 10 for block B with 32 filters, ..., and then the final 10 layers for block D with 128 filters.

OR

Would it be better to build the architecture by decreasing the number of layers per block? …

convolutional neural network deeplearning network neural neural network