Created
June 15, 2015 17:01
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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}); |
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|
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parameters for http://cs.stanford.edu/people/karpathy/convnetjs/demo/autoencoder.html - I mucked with the layers too