Module Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias Assign NameStore ListLoad Str ClassDef bases NameLoad body Expr Str FunctionDef arguments args NameParam defaults kwarg body Expr Str FunctionDef arguments args NameParam NameParam defaults body Assert Call NameLoad NameLoad NameLoad AttributeLoad NameLoad attr decorator_list Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str Call NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str Call NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Str Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Str Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Str Num Assert BoolOpAnd CompareGt AttributeLoad NameLoad attr Num CompareGt AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Str Num Assert CompareEq Call NameLoad NameLoad Num Call AttributeLoad Str attr Call NameLoad Call AttributeLoad NameLoad attr decorator_list decorator_list
N/A N/A tensorflow tf callbacks Callbacks models ModelDesc utils * tfutils * dataflow DataFlow N/A __all__ N/A TrainConfig TrainConfig N/A object N/A N/A 
    Config for training a model with a single loss
     __init__ N/A N/A self N/A kwargs N/A N/A 
        :param dataset: the dataset to train. a `DataFlow` instance.
        :param optimizer: a `tf.train.Optimizer` instance defining the optimizer for trainig.
        :param callbacks: a `callback.Callbacks` instance. Define
            the callbacks to perform during training. It has to contain a
            SummaryWriter and a PeriodicSaver
        :param session_config: a `tf.ConfigProto` instance to instantiate the
            session. default to a session running 1 GPU.
        :param session_init: a `sessinit.SessionInit` instance to
            initialize variables of a session. default to a new session.
        :param model: a `ModelDesc` instance.j
        :param starting_epoch: int. default to be 1.
        :param step_per_epoch: the number of steps (SGD updates) to perform in each epoch.
        :param max_epoch: maximum number of epoch to run training. default to 100
        :param nr_tower: int. number of towers. default to 1.
         assert_type N/A N/A v tp N/A N/A N/A N/A isinstance v tp N/A v __class__ N/A N/A N/A self dataset N/A N/A kwargs pop dataset N/A N/A assert_type N/A self dataset DataFlow N/A N/A self optimizer N/A N/A kwargs pop optimizer N/A N/A assert_type N/A self optimizer N/A N/A tf train Optimizer N/A N/A self callbacks N/A N/A kwargs pop callbacks N/A N/A assert_type N/A self callbacks Callbacks N/A N/A self model N/A N/A kwargs pop model N/A N/A assert_type N/A self model ModelDesc N/A N/A self session_config N/A N/A kwargs pop session_config N/A get_default_sess_config N/A N/A assert_type N/A self session_config N/A tf ConfigProto N/A N/A self session_init N/A N/A kwargs pop session_init N/A NewSession N/A N/A assert_type N/A self session_init SessionInit N/A N/A self step_per_epoch N/A int N/A N/A kwargs pop step_per_epoch N/A N/A self starting_epoch N/A int N/A N/A kwargs pop starting_epoch 1 N/A N/A self max_epoch N/A int N/A N/A kwargs pop max_epoch 100 N/A N/A N/A N/A self step_per_epoch 0 N/A N/A self max_epoch 0 N/A N/A self nr_tower N/A int N/A N/A kwargs pop nr_tower 1 N/A N/A N/A len kwargs 0 N/A N/A Unknown arguments: {} format N/A str N/A N/A kwargs keys N/A N/A