view sandbox/rbm/globals.py @ 405:be4209cd568f

Added weight decay
author Joseph Turian <turian@gmail.com>
date Thu, 10 Jul 2008 01:17:40 -0400
parents 8cc11ac97087
children
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"""
Global variables.
"""

INPUT_DIMENSION = 1000
#INPUT_DIMENSION = 100
HIDDEN_DIMENSION = 100
#HIDDEN_DIMENSION = 10
#HIDDEN_DIMENSION = 6
LEARNING_RATE = 0.1
LR = LEARNING_RATE
MOMENTUM = 0.9
#MOMENTUM = 0
WEIGHT_DECAY = 0.0002
SEED = 666