include 'tensorfork/tensorfork#7'
options.d_flood = 1.0
#knobs.bar_options_z_dim = 99
knobs.foo = [
{'a': 42},
[@tf.train.AdamOptimizer(),
{'learning_rate': 0.001}],
]
knobs.hparams = {
'learning_rate': [@hp.RealInterval, {'min_value': 1e-2, 'max_value': 1e-1}],
}
#knobs.hparams.lr = [@hp.HParam, "learning_rate"]
#knobs.hparams = [
# [@hp.HParam("learning_rate", @hp.RealInterval(1e-2, 1e-1)), 0.02],
#]
ModularGAN.d_lr_mul = 2.0
ModularGAN.g_optimizer_fn = @generator/tf.train.AdamOptimizer
ModularGAN.d_optimizer_fn = @discriminator/tf.train.AdamOptimizer
#tf.train.AdamOptimizer.learning_rate=0.001
tf.train.AdamOptimizer.learning_rate=0.1
tf.train.AdamOptimizer.beta1 = 0.9
tf.train.AdamOptimizer.beta2 = 0.999
generator/tf.train.AdamOptimizer.beta2 = 0.99
