Module Expr Str Import alias Import alias identifier Import alias FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults body Assign NameStore ListComp Call AttributeLoad NameLoad attr BinOpMult Call AttributeLoad NameLoad attr Num keyword BinOpMod Str NameLoad comprehension TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Assign NameStore ListComp TupleLoad NameLoad NameLoad comprehension TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad keyword NameLoad Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore ListLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Assign NameStore BinOpAdd NameLoad Num Assign NameStore BinOpSub Num BinOpPow NameLoad NameLoad Assign NameStore BinOpSub Num BinOpPow NameLoad NameLoad Assign NameStore BinOpMult NameLoad BinOpDiv Call AttributeLoad NameLoad attr NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad Call AttributeLoad NameLoad attr NameLoad body Assign NameStore Call AttributeLoad NameLoad attr BinOpMult Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr BinOpMult Call AttributeLoad NameLoad attr Num Assign NameStore BinOpAdd BinOpMult NameLoad NameLoad BinOpMult BinOpSub Num NameLoad NameLoad Assign NameStore BinOpAdd BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad BinOpMult BinOpSub Num NameLoad NameLoad Assign NameStore BinOpDiv NameLoad BinOpAdd Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore BinOpSub NameLoad BinOpMult NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad keyword NameLoad keyword Str keyword NameLoad Return TupleLoad NameLoad NameLoad decorator_list
N/A N/A 
Optimizers for skip-thoughts
 N/A theano N/A theano.tensor tensor N/A numpy adam N/A N/A lr tparams grads inp cost N/A N/A N/A gshared N/A N/A N/A theano shared N/A N/A N/A p get_value 0.0 name N/A %s_grad k N/A N/A k p N/A N/A tparams iteritems N/A gsup N/A N/A gs g N/A N/A gs g N/A zip gshared grads N/A f_grad_shared N/A N/A theano function inp cost updates gsup profile False N/A lr0 0.0002 N/A b1 0.1 N/A b2 0.001 N/A e 1e-08 N/A updates N/A N/A i N/A N/A theano shared N/A N/A numpy float32 0.0 N/A i_t N/A i 1.0 N/A fix1 N/A 1.0 N/A b1 i_t N/A fix2 N/A 1.0 N/A b2 i_t N/A lr_t N/A lr0 N/A N/A N/A tensor sqrt fix2 fix1 N/A N/A p g N/A zip N/A N/A tparams values gshared N/A N/A m N/A N/A theano shared N/A N/A N/A p get_value 0.0 N/A v N/A N/A theano shared N/A N/A N/A p get_value 0.0 N/A m_t N/A N/A b1 g N/A N/A 1.0 b1 m N/A v_t N/A N/A b2 N/A N/A tensor sqr g N/A N/A 1.0 b2 v N/A g_t N/A m_t N/A N/A N/A tensor sqrt v_t e N/A p_t N/A p N/A lr_t g_t N/A N/A N/A updates append N/A m m_t N/A N/A N/A updates append N/A v v_t N/A N/A N/A updates append N/A p p_t N/A N/A N/A updates append N/A i i_t N/A f_update N/A N/A theano function N/A lr N/A updates updates on_unused_input ignore profile False N/A N/A f_grad_shared f_update N/A