Module ImportFrom alias ImportFrom alias Import alias identifier Import alias Import alias ImportFrom alias Assign TupleStore NameStore NameStore NameStore NameStore ListComp Call NameLoad NameLoad comprehension NameStore SubscriptLoad AttributeLoad NameLoad attr Slice Num Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore BinOpMult Call AttributeLoad NameLoad attr NameLoad Num Assign NameStore BinOpMult Call AttributeLoad NameLoad attr NameLoad Num Assign NameStore BinOpMult BinOpSub Call AttributeLoad NameLoad attr NameLoad NameLoad Num Num Assign NameStore Num Assign NameStore Call AttributeLoad NameLoad attr For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad AugAssignAdd NameStore BinOpSub Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr AugAssignAdd NameStore BinOpSub Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad Assign NameStore BinOpSub NameLoad NameLoad Assign NameStore BinOpMult Num Call AttributeLoad NameLoad attr BinOpPow NameLoad Num Assign NameStore BinOpMult NameLoad BinOpSub Num BinOpPow NameLoad Num AugAssignSub NameStore BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad AugAssignAdd NameStore BinOpSub Call AttributeLoad NameLoad attr NameLoad Assign NameStore BinOpMult NameLoad BinOpSub Num BinOpPow NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad AugAssignAdd NameStore BinOpSub Call AttributeLoad NameLoad attr NameLoad Assign NameStore BinOpAdd NameLoad NameLoad AugAssignSub NameStore BinOpMult NameLoad NameLoad AugAssignSub NameStore BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad keyword Num Assign NameStore BinOpSub Call AttributeLoad NameLoad attr NameLoad Expr Call NameLoad Str NameLoad Str NameLoad Expr Call NameLoad Str NameLoad Str BinOpDiv NameLoad NameLoad
N/A __future__ print_function __future__ absolute_import N/A numpy N N/A sys N/A time six.moves xrange N/A N/A neg nout nhid niter N/A N/A int a N/A a N/A N/A sys argv N/A 1 N/A lr 0.01 N/A rng N/A N/A N/A N random RandomState 342 N/A w N/A N/A rng rand nout nhid N/A a N/A N/A N/A rng randn nhid 0.0 N/A b N/A N/A N/A rng randn nout 0.0 N/A x N/A N/A N/A N/A rng rand neg nout 0.5 1.5 N/A dot_time 0.0 N/A t N/A N/A time time N/A i N/A xrange niter N/A N/A tt N/A N/A time time N/A d N/A N/A N dot x w N/A dot_time N/A N/A N/A time time tt N/A hid N/A N/A N tanh N/A d a N/A tt N/A N/A time time N/A d N/A N/A N dot hid N/A w T N/A dot_time N/A N/A N/A time time tt N/A out N/A N/A N tanh N/A d b N/A g_out N/A out x N/A err N/A 0.5 N/A N/A N sum N/A g_out 2 N/A g_hidwt N/A g_out N/A 1.0 N/A out 2 N/A b N/A lr N/A N/A N sum g_hidwt axis 0 N/A tt N/A N/A time time N/A g_hid N/A N/A N dot g_hidwt w N/A dot_time N/A N/A N/A time time tt N/A g_hidin N/A g_hid N/A 1.0 N/A hid 2 N/A tt N/A N/A time time N/A d N/A N/A N dot N/A g_hidwt T hid N/A dd N/A N/A N dot N/A x T g_hidin N/A dot_time N/A N/A N/A time time tt N/A gw N/A d dd N/A w N/A lr gw N/A a N/A lr N/A N/A N sum g_hidin axis 0 N/A total_time N/A N/A N/A time time t N/A N/A print time:  total_time err:  err N/A N/A print  of which dot_time was spent on dot. Fraction: N/A dot_time total_time