Module Import alias identifier ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr ListLoad Assign AttributeStore NameLoad attr ListLoad Assign AttributeStore NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr 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 Assign NameStore AttributeLoad AttributeLoad NameLoad attr attr If CompareIs Call NameLoad NameLoad NameLoad body Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad orelse Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr ListLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad Str attr NameLoad NameLoad For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr NameLoad decorator_list decorator_list
N/A N/A numpy np ValidLossTracker N/A object N/A __init__ N/A N/A self loss_block logger N/A N/A N/A N/A self loss_block loss_block N/A N/A self logger logger N/A N/A self observers N/A N/A N/A self losses N/A N/A N/A self context N/A N/A self loss_block context N/A add_observer N/A N/A self observer N/A N/A N/A N/A N/A N/A self observers append observer N/A accumulate_loss N/A N/A self N/A N/A N/A loss N/A N/A self loss_block loss N/A N/A N/A type loss list N/A N/A N/A N/A N/A self losses extend loss N/A N/A N/A N/A N/A self losses append loss N/A notify_about_fprop N/A N/A self N/A N/A N/A N/A N/A N/A self loss_block calculate_loss N/A self context N/A N/A N/A N/A self context add_callback N/A self accumulate_loss N/A notify N/A N/A self iteration N/A N/A N/A N/A N/A N/A self context add_callback N/A self _notify iteration N/A _notify N/A N/A self iteration N/A N/A N/A loss N/A N/A np mean N/A self losses N/A N/A self losses N/A N/A N/A N/A N/A self logger info N/A N/A Iteration {}: valid loss: {:.4f} format iteration loss N/A observer N/A self observers N/A N/A N/A N/A observer notify loss N/A N/A