Module Import alias identifier Import alias identifier ImportFrom alias FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults body Assign NameStore Call NameLoad Call AttributeLoad Str attr NameLoad Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore TupleLoad Num Num For NameStore Call NameLoad BinOpFloorDiv BinOpSub BinOpAdd Call NameLoad NameLoad NameLoad Num NameLoad body Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Slice BinOpMult NameLoad NameLoad BinOpMult BinOpAdd NameLoad Num NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Slice BinOpMult NameLoad NameLoad BinOpMult BinOpAdd NameLoad Num NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Slice BinOpMult NameLoad NameLoad BinOpMult BinOpAdd NameLoad Num NameLoad attr AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore Call NameLoad Lambda arguments args NameParam defaults Call AttributeLoad NameLoad attr NameLoad keyword Num Call AttributeLoad NameLoad attr NameLoad AugAssignAdd NameStore Call NameLoad CompareNotEq NameLoad NameLoad AugAssignAdd NameStore Call NameLoad CompareNotEq NameLoad NameLoad Expr Call AttributeLoad NameLoad attr BinOpAdd BinOpMult NameLoad NameLoad Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Assign NameStore BinOpSub Num BinOpDiv Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore BinOpSub Num BinOpDiv Call NameLoad NameLoad Call NameLoad NameLoad Print Call AttributeLoad Str attr NameLoad NameLoad NameLoad Print Call AttributeLoad Str attr NameLoad NameLoad NameLoad decorator_list
N/A N/A DeepFried2 df N/A numpy np examples.utils make_progressbar validate N/A N/A X y_c y_f model epoch batch_size N/A N/A N/A progress N/A make_progressbar N/A N/A Testing epoch #{} format epoch N/A len X N/A N/A N/A progress start N/A N/A nerrors_c nerrors_f N/A 0 0 N/A ibatch N/A range N/A N/A N/A N/A len X batch_size 1 batch_size N/A N/A Xbatch N/A N/A N/A X N/A N/A ibatch batch_size N/A N/A ibatch 1 batch_size astype N/A df floatX N/A ybatch_c N/A N/A N/A y_c N/A N/A ibatch batch_size N/A N/A ibatch 1 batch_size astype N/A df floatX N/A ybatch_f N/A N/A N/A y_f N/A N/A ibatch batch_size N/A N/A ibatch 1 batch_size astype N/A df floatX N/A N/A preds_c preds_f N/A map N/A N/A N/A py N/A N/A N/A np argmax py axis 1 N/A N/A model forward Xbatch N/A nerrors_c N/A sum N/A ybatch_c preds_c N/A nerrors_f N/A sum N/A ybatch_f preds_f N/A N/A N/A progress update N/A N/A ibatch batch_size N/A len Xbatch N/A N/A N/A progress finish N/A accuracy_c N/A 1 N/A N/A float nerrors_c N/A len X N/A accuracy_f N/A 1 N/A N/A float nerrors_f N/A len X N/A N/A N/A Epoch #{}, Coarse accuracy: {:.2%} ({} errors) format epoch accuracy_c nerrors_c N/A N/A N/A Epoch #{}, Fine   accuracy: {:.2%} ({} errors) format epoch accuracy_f nerrors_f N/A