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lahwran/code.js

Created June 15, 2015 17:01
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Raw
code.js
layer_defs = [];
layer_defs.push({type:'input', out_sx:28, out_sy:28, out_depth:1});
layer_defs.push({type:'conv', sx:5, filters:8, stride:2, pad:2, activation:'tanh'});
layer_defs.push({type:'fc', num_neurons:20, activation:'tanh'});
layer_defs.push({type:'fc', num_neurons:50, activation:'tanh'});
layer_defs.push({type:'fc', num_neurons:4, activation:'tanh'});
layer_defs.push({type:'fc', num_neurons:10, activation:'tanh'});
layer_defs.push({type:'fc', num_neurons:50, activation:'tanh'});
layer_defs.push({type:'fc', num_neurons:50, activation:'tanh'});
layer_defs.push({type:'regression', num_neurons:28*28});
net = new convnetjs.Net();
net.makeLayers(layer_defs);
trainer = new convnetjs.SGDTrainer(net, {learning_rate:1, method:'adadelta', batch_size:50, l2_decay:0.001, l1_decay:0.001});
Raw
network.json
This file has been truncated, but you can view the full file.
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lahwran commented Jun 15, 2015

parameters for http://cs.stanford.edu/people/karpathy/convnetjs/demo/autoencoder.html - I mucked with the layers too

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