Module Import alias Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call NameLoad Assign NameStore Call NameLoad keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Dict For NameStore Call AttributeLoad NameLoad attr body If CompareNotIn AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign SubscriptStore AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Dict decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body While NameLoad body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr If CompareLt NameLoad AttributeLoad NameLoad attr body Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Str For TupleStore NameStore NameStore Call AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index NameLoad Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Slice Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body For NameStore Call AttributeLoad AttributeLoad NameLoad attr attr body Assign SubscriptStore NameLoad Index NameLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Str decorator_list decorator_list
N/A N/A h5py N/A numpy np Queue Queue threading Thread quagga.context Context Hdf5ValidationSaver N/A object N/A __init__ N/A N/A self params parameters_file_path logger N/A N/A N/A N/A self params params N/A N/A self parameters_file_path parameters_file_path N/A N/A self logger logger N/A N/A self previous_loss N/A np inf N/A N/A self loss N/A Queue N/A notification_loop_thread N/A Thread target N/A self _notify N/A N/A notification_loop_thread daemon True N/A N/A N/A notification_loop_thread start N/A N/A self context N/A N/A param N/A N/A params itervalues N/A N/A N/A N/A param device_id N/A self context N/A N/A N/A N/A self context N/A N/A param device_id N/A Context N/A param device_id N/A N/A self npa_params N/A N/A notify N/A N/A self loss N/A N/A N/A N/A N/A N/A self loss put loss N/A _notify N/A N/A self N/A N/A N/A True N/A N/A loss N/A N/A N/A self loss get N/A N/A loss N/A self previous_loss N/A N/A N/A self previous_loss loss N/A N/A N/A N/A self logger info Hdf5ValidationSaver: start saving model ... N/A h5_file N/A N/A h5py File N/A self parameters_file_path w N/A N/A param_name param N/A N/A N/A self params iteritems N/A N/A context N/A N/A self context N/A N/A param device_id N/A N/A N/A self npa_params N/A param_name N/A N/A param to_host context N/A contexts N/A N/A N/A self context values N/A context N/A contexts N/A 0 N/A N/A N/A context wait N/A contexts N/A 1 N/A N/A N/A context add_callback N/A self _save_parameters h5_file N/A _save_parameters N/A N/A self h5_file N/A N/A N/A param_name N/A N/A N/A self params iterkeys N/A N/A N/A h5_file N/A param_name N/A N/A self npa_params N/A param_name N/A N/A N/A N/A self logger info param_name N/A N/A N/A h5_file close N/A N/A N/A N/A self npa_params clear N/A N/A N/A N/A self logger info saved N/A N/A