Module Import alias Import alias Import alias Import alias Import alias Import alias Import alias identifier ImportFrom alias Assign NameStore Str Assign NameStore Str Assign NameStore Str Assign NameStore Str If CompareEq NameLoad Str body If CompareGt Call NameLoad AttributeLoad NameLoad attr Num body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num orelse Assign NameStore Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr Str body Print Str Expr Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad NameLoad If BoolOpAnd SubscriptLoad AttributeLoad NameLoad attr Index Str SubscriptLoad AttributeLoad NameLoad attr Index Str body Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad Print Str If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr Str body Expr Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad NameLoad Print BinOpMod Str BinOpDiv BinOpSub Call NameLoad NameLoad Num
N/A N/A sys N/A os N/A utils N/A trainer N/A conf N/A converter N/A numpy np time time N/A PHASE1_TRAIN_PATH ../data/train1 N/A PHASE1_DEV_PATH ../data/dev1 N/A PHASE2_TRAIN_PATH ../data/train2 N/A PHASE2_DEV_PATH ../data/dev2 N/A N/A __name__ __main__ N/A N/A N/A N/A len N/A sys argv 1 N/A N/A model_name N/A N/A sys argv N/A 1 N/A N/A model_name model N/A N/A N/A N/A np random seed N/A conf RANDOM_SEED N/A t0 N/A time N/A N/A N/A N/A N/A os path exists ../data N/A N/A Converting data...
 N/A N/A N/A os makedirs ../data N/A vocabulary N/A N/A utils load_vocabulary N/A conf VOCABULARY_FILE N/A N/A N/A converter convert_files N/A N/A conf PHASE1 N/A TRAIN_DATA vocabulary N/A conf PUNCTUATIONS N/A conf BATCH_SIZE False PHASE1_TRAIN_PATH N/A N/A N/A converter convert_files N/A N/A conf PHASE1 N/A DEV_DATA vocabulary N/A conf PUNCTUATIONS N/A conf BATCH_SIZE False PHASE1_DEV_PATH N/A N/A N/A N/A conf PHASE2 N/A TRAIN_DATA N/A N/A conf PHASE2 N/A DEV_DATA N/A N/A N/A N/A converter convert_files N/A N/A conf PHASE2 N/A TRAIN_DATA vocabulary N/A conf PUNCTUATIONS N/A conf BATCH_SIZE N/A N/A conf PHASE2 N/A USE_PAUSES PHASE2_TRAIN_PATH N/A N/A N/A converter convert_files N/A N/A conf PHASE2 N/A DEV_DATA vocabulary N/A conf PUNCTUATIONS N/A conf BATCH_SIZE N/A N/A conf PHASE2 N/A USE_PAUSES PHASE2_DEV_PATH N/A Training model...
 N/A N/A N/A N/A N/A os path exists ../out N/A N/A N/A N/A os makedirs ../out N/A N/A N/A trainer train model_name PHASE1_TRAIN_PATH PHASE1_DEV_PATH PHASE2_TRAIN_PATH PHASE2_DEV_PATH N/A N/A Done in %.2f minutes N/A N/A N/A time t0 60.0