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marty1885/denseHTM output.txt

Created January 12, 2018 15:03
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denseHTM output.txt
────────────────────────────────────────────────────────────────────────────────
Layer (type) Output shape Params #
================================================================================
input_1 (input) {None, 784} 0
────────────────────────────────────────────────────────────────────────────────
STDP_1 (STDP) {None, 30} 23520
────────────────────────────────────────────────────────────────────────────────
tanh_1 (tanh) {None, 30} 0
────────────────────────────────────────────────────────────────────────────────
fullyConnected_1 (fully {None, 10} 310
────────────────────────────────────────────────────────────────────────────────
sigmoid_1 (sigmoid) {None, 10} 0
================================================================================
Trainable weights: 23830
Epoch Loss: 0.0715054
Epoch Loss: 0.0600215
Epoch Loss: 0.0590319
Epoch Loss: 0.0587144
Epoch Loss: 0.0585628
Epoch Loss: 0.0584765
Epoch Loss: 0.058422
Epoch Loss: 0.0583848
Epoch Loss: 0.058358
Epoch Loss: 0.0583376
It took me 407.62 seconds.
Accuracy: 0.4491
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