Module ImportFrom alias ImportFrom alias identifier ImportFrom alias Import alias ImportFrom alias ImportFrom alias ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam defaults NameLoad body Assign AttributeStore NameLoad attr IfExp CompareIsNot NameLoad NameLoad NameLoad Call NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr ListLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults vararg body Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr ListLoad keyword AttributeLoad NameLoad attr keyword AttributeLoad AttributeLoad NameLoad attr attr keyword Str decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad NameLoad Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad NameLoad Str For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call NameLoad NameLoad Str For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body If CompareIs AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad NameLoad attr If CompareEq AttributeLoad AttributeLoad NameLoad attr attr Num body Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body TryExcept body While NameLoad body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr handlers ExceptHandler type NameLoad body Pass decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list
N/A collections OrderedDict os.path join pjoin N/A utils N/A theano status Status stopping_criteria TrainingExit Trainer N/A object N/A __init__ N/A N/A self optimizer batch_scheduler status N/A None N/A N/A N/A self status N/A N/A status None status N/A Status self N/A N/A self _optimizer optimizer N/A N/A self _batch_scheduler batch_scheduler N/A N/A self _graph_updates N/A OrderedDict N/A N/A N/A N/A self _graph_updates update N/A N/A self _optimizer updates N/A N/A N/A N/A self _graph_updates update N/A N/A self _batch_scheduler updates N/A N/A self _tasks N/A N/A N/A N/A N/A self _tasks extend N/A N/A self _optimizer tasks N/A N/A N/A N/A self _tasks extend N/A N/A self _batch_scheduler tasks N/A N/A self _learn None N/A train N/A N/A self N/A N/A N/A N/A N/A self _pre_learning N/A N/A N/A self _learning N/A N/A N/A self _post_learning N/A append_task N/A N/A self N/A tasks N/A N/A N/A N/A N/A self _tasks extend tasks N/A build_theano_graph N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A N/A self _graph_updates update N/A task updates N/A N/A self _learn N/A N/A theano function N/A updates N/A self _graph_updates givens N/A N/A self _batch_scheduler givens name learn N/A save N/A N/A self path N/A N/A N/A savedir N/A N/A utils create_folder N/A pjoin path training N/A N/A N/A N/A self status save savedir N/A N/A N/A N/A self _optimizer save savedir N/A N/A N/A N/A self _batch_scheduler save savedir N/A tasks_dir N/A N/A utils create_folder N/A pjoin savedir tasks N/A task N/A self _tasks N/A N/A N/A N/A task save tasks_dir N/A load N/A N/A self path N/A N/A N/A loaddir N/A pjoin path training N/A N/A N/A N/A self status load loaddir N/A N/A N/A N/A self _optimizer load loaddir N/A N/A N/A N/A self _batch_scheduler load loaddir N/A tasks_dir N/A pjoin loaddir tasks N/A task N/A self _tasks N/A N/A N/A N/A task load tasks_dir N/A _pre_learning N/A N/A self N/A N/A N/A N/A N/A self _learn None N/A N/A N/A N/A self build_theano_graph N/A N/A N/A N/A self status current_update 0 N/A N/A N/A N/A self _init_tasks N/A _learning N/A N/A self N/A N/A N/A N/A N/A True N/A N/A N/A N/A N/A self status increment_epoch N/A N/A N/A self _pre_epoch_tasks N/A _ N/A self _batch_scheduler N/A N/A N/A N/A N/A self status increment_update N/A N/A N/A self _pre_update_tasks N/A N/A N/A self _learn N/A N/A N/A self _post_update_tasks N/A N/A N/A self _post_epoch_tasks N/A N/A N/A TrainingExit N/A N/A N/A _post_learning N/A N/A self N/A N/A N/A N/A N/A self _finished_tasks N/A N/A N/A self status done True N/A _init_tasks N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A task init N/A self status N/A _pre_epoch_tasks N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A task pre_epoch N/A self status N/A _pre_update_tasks N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A task pre_update N/A self status N/A _post_update_tasks N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A task post_update N/A self status N/A _post_epoch_tasks N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A task post_epoch N/A self status N/A _finished_tasks N/A N/A self N/A N/A N/A task N/A self _tasks N/A N/A N/A N/A task finished N/A self status N/A N/A