CovNet example - Githubissues

dmccloskey / EvoNet

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CovNet example #59

Open dmccloskey opened 6 years ago

dmccloskey commented 6 years ago

Example Architecture

https://github.com/pytorch/examples/blob/master/mnist/main.py
Conv (1 image, 10 depth, 5x5 filter, stride 1), MaxPool (2x2, stride 1), FC (ReLU), Conv (10 images, 2 depth, 5x5 filter, stride 1), MaxPool (2x2, stride 1), FC (ReLU), FC (ReLU, 320 to 50), FC (ReLU, 50 to 10), SoftMax

Objectives:

[x] Convolution + pooling
[ ] Transpose convolution
[ ] Dialation

References:

https://github.com/vdumoulin/conv_arithmetic/blob/master/README.md