本文整理匯總了Python中rbm.RBM.load_weights方法的典型用法代碼示例。如果您正苦於以下問題：Python RBM.load_weights方法的具體用法？Python RBM.load_weights怎麽用？Python RBM.load_weights使用的例子？那麽, 這裏精選的方法代碼示例或許可以為您提供幫助。您也可以進一步了解該方法所在類rbm.RBM的用法示例。
在下文中一共展示了RBM.load_weights方法的1個代碼示例，這些例子默認根據受歡迎程度排序。您可以為喜歡或者感覺有用的代碼點讚，您的評價將有助於係統推薦出更棒的Python代碼示例。
示例1: RBMLayerWithLabels
# 需要導入模塊: from rbm import RBM [as 別名]
# 或者: from rbm.RBM import load_weights [as 別名]
RBMLayerWithLabels(n_hidden=50, init=init_norm, n_classes=nclass, use_fast_weights=True)]
# setup optimizer
optimizer = {'momentum': [0],
'step_config': 1,
'learning_rate': 0.1,
'weight_decay': 0}
# initialize model object
rbm = RBM(layers=layers)
if args.model_file:
assert os.path.exists(args.model_file), '%s not found' % args.model_file
logger.info('loading initial model state from %s' % args.model_file)
rbm.load_weights(args.model_file)
# setup standard fit callbacks
callbacks = Callbacks(rbm, train_set, output_file=args.output_file,
progress_bar=args.progress_bar)
# add a callback ot calculate
if args.serialize > 0:
# add callback for saving checkpoint file
# every args.serialize epchs
checkpoint_schedule = args.serialize
checkpoint_model_path = args.save_path
callbacks.add_serialize_callback(checkpoint_schedule, checkpoint_model_path)
rbm.fit(train_set, optimizer=optimizer, num_epochs=num_epochs, callbacks=callbacks)