prepare merge

This commit is contained in:
Vitor Santos Costa 2018-10-15 10:29:32 +01:00
parent 9dac6e9612
commit de03a9da58
2 changed files with 27 additions and 26 deletions

View File

@ -848,38 +848,42 @@ set_tunable(I,Slope,P) :-
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
user:evaluate(LLH_Training_Queries, X,Grad,N,_,_) :-
%Handle = user_error,
GradCount <== array[N] of ints,
example_count(TrainingExampleCount),
LLs <== array[TrainingExampleCount ] of floats,
Probs <== array[N] of floats,
problog_flag(sigmoid_slope,Slope),
N1 is N-1,
forall(between(0,N1,I),
(Grad[I] <== 0.0, S <== X[I], sigmoid(S,Slope, P), Probs[I] <== P)
), nl,
forall(
full_example(QueryID,QueryProb,BDD),
compute_grad(QueryID, BDD, QueryProb,Grad, Probs, Slope,LLs)
),
findall(LL,
compute_grad(Grad, GradCount, Probs, Slope, LL),
LLs
),
sum_list(LLs,LLH_Training_Queries).
LLH_Training_Queries <== sum(LLs),
writeln(LLH_Training_Queries).
%wrap(X, Grad, GradCount).
compute_grad(Grad, GradCount, Probs, Slope, LL) :-
full_example(QueryID,QueryProb,BDD) :-
user:example(QueryID,_Query,QueryProb,_),
recorded(QueryID,BDD,_),
BDD = bdd(_Dir, _GradTree, MapList),
MapList = [_|_],
MapList = [_|_].
compute_grad(QueryID,BDD,QueryProb, Grad, Probs, Slope, LLs) :-
BDD = bdd(_Dir, _GradTree, MapList),
bind_maplist(MapList, Slope, Probs),
%writeln( MapList ),
recorded(QueryID,BDD,_),
qprobability(BDD,Slope,BDDProb),
LL is (((BDDProb)-(QueryProb))**2),
LL is (BDDProb-QueryProb)*(BDDProb-QueryProb),
LLs[QueryID] <== LL,
%writeln( qprobability(BDD,Slope,BDDProb) ),
forall(
member(I-_, MapList),
gradientpair(I, BDD,Slope,BDDProb, QueryProb, Grad, Probs, GradCount)
gradientpair(I, BDD,Slope,BDDProb, QueryProb, Grad, Probs)
).
gradientpair(I, BDD,Slope,BDDProb, QueryProb, Grad, Probs, GradCount) :-
gradientpair(I, BDD,Slope,BDDProb, QueryProb, Grad, Probs) :-
qgradient(I, BDD, Slope, FactID, GradValue),
% writeln(FactID),
G0 <== Grad[FactID],
@ -887,9 +891,6 @@ gradientpair(I, BDD,Slope,BDDProb, QueryProb, Grad, Probs, GradCount) :-
%writeln( GN is G0-GradValue*(QueryProb-BDDProb)),
GN is G0-GradValue*2*Prob*(1-Prob)*(QueryProb-BDDProb),
%writeln(FactID:(G0->GN)),
GC <== GradCount[FactID],
GC1 is GC+1,
GradCount[FactID] <== GC1,
Grad[FactID] <== GN.
qprobability(bdd(Dir, Tree, _MapList), Slope, Prob) :-

View File

@ -835,5 +835,5 @@ class YAPRun:
(query, _,loop, sols) = self.clean_end(query)
return (program, query, loop, sols)
global
globals = {}
# global
#globals = {}