Details

Time bar (total: 12.1s)

sample63.0ms

Algorithm
intervals
Results
41.0ms366×body80valid

simplify111.0ms

Counts
1 → 1
Iterations
IterNodes
done106
5106
4105
389
254
126
013

prune24.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize48.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y z))
0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
4.6b
(* (* a z) b)

rewrite153.0ms

Algorithm
rewrite-expression-head
Rules
20×add-log-exp
10×sum-log
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
insert-posit16
+-commutative flip3-+ associate-*r* pow-prod-down prod-exp cbrt-unprod flip-+
associate-+l+
associate-*l* *-commutative
Counts
4 → 60
Calls
4 calls:
11.0ms
(+ x (* y z))
21.0ms
(+ (+ x (* y z)) (* t a))
94.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
26.0ms
(* (* a z) b)

series251.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(+ x (* y z))
80.0ms
(+ (+ x (* y z)) (* t a))
110.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
31.0ms
(* (* a z) b)

simplify1.4s

Counts
72 → 72
Iterations
IterNodes
done5000
21595
1343
0119

prune478.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* z y) (+ (* a (+ t (* z b))) x))
0.0b
(+ (* a (+ t (* z b))) x)
0.0b
(+ t (* z b))
2.7b
(* a (+ t (* z b)))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
13×add-log-exp
add-sqr-sqrt
pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
sum-log
flip3-+ flip-+ insert-posit16
+-commutative associate-*r* associate-*l*
distribute-rgt-in associate-+l+ distribute-lft-in associate-*r/
associate-+r+ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 63
Calls
4 calls:
27.0ms
(+ (* z y) (+ (* a (+ t (* z b))) x))
9.0ms
(+ (* a (+ t (* z b))) x)
7.0ms
(+ t (* z b))
21.0ms
(* a (+ t (* z b)))

series303.0ms

Counts
4 → 12
Calls
4 calls:
115.0ms
(+ (* z y) (+ (* a (+ t (* z b))) x))
77.0ms
(+ (* a (+ t (* z b))) x)
34.0ms
(+ t (* z b))
76.0ms
(* a (+ t (* z b)))

simplify1.6s

Counts
75 → 75
Iterations
IterNodes
done5002
21229
1338
0110

prune388.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize19.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* t a) (* z (+ (* b a) y)))
2.7b
(* z (+ (* b a) y))

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt add-log-exp
associate-*r* associate-*l*
distribute-rgt-in associate-+r+ distribute-lft-in flip3-+ associate-*r/ flip-+ insert-posit16
+-commutative sum-log pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
2 → 37
Calls
2 calls:
20.0ms
(+ (* t a) (* z (+ (* b a) y)))
32.0ms
(* z (+ (* b a) y))

series111.0ms

Counts
2 → 6
Calls
2 calls:
63.0ms
(+ (* t a) (* z (+ (* b a) y)))
48.0ms
(* z (+ (* b a) y))

simplify1.2s

Counts
43 → 43
Iterations
IterNodes
done5001
2930
1248
079

prune197.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* t a) (* t a))
2.1b
(- (* (+ x (* y z)) (+ x (* y z))) (* (* t a) (* t a)))
4.6b
(* (* a z) b)
31.5b
(/ (- (* (+ x (* y z)) (+ x (* y z))) (* (* t a) (* t a))) (- (+ x (* y z)) (* t a)))

rewrite166.0ms

Algorithm
rewrite-expression-head
Rules
48×pow1
23×add-cbrt-cube add-exp-log
20×pow-prod-down
14×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
12×times-frac
11×prod-exp cbrt-unprod
add-log-exp
difference-of-squares
associate-*r* pow-sqr pow-prod-up insert-posit16 associate-/l*
associate-/r* flip3-- flip--
pow-plus associate-*l* associate--l+ associate-/r/ *-commutative associate-/l/
pow2 distribute-rgt-in cbrt-undiv clear-num sub-neg frac-2neg distribute-lft-in diff-log div-sub swap-sqr div-exp div-inv
Counts
4 → 107
Calls
4 calls:
25.0ms
(* (* t a) (* t a))
36.0ms
(- (* (+ x (* y z)) (+ x (* y z))) (* (* t a) (* t a)))
29.0ms
(* (* a z) b)
75.0ms
(/ (- (* (+ x (* y z)) (+ x (* y z))) (* (* t a) (* t a))) (- (+ x (* y z)) (* t a)))

series620.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(* (* t a) (* t a))
346.0ms
(- (* (+ x (* y z)) (+ x (* y z))) (* (* t a) (* t a)))
37.0ms
(* (* a z) b)
196.0ms
(/ (- (* (+ x (* y z)) (+ x (* y z))) (* (* t a) (* t a))) (- (+ x (* y z)) (* t a)))

simplify1.5s

Counts
119 → 119
Iterations
IterNodes
done5002
21958
1497
0176

prune698.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

regimes551.0ms

Accuracy

4% (2.0b remaining)

Error of 2.3b against oracle of 0.3b and baseline of 2.4b

bsearch79.0ms

Steps
ItersRangePoint
7
-1.8910430445602983e+210
-1.2501335522042383e+208
-7.562067749692457e+208

simplify3.0ms

Iterations
IterNodes
done31
131
020

end0.0ms

sample2.0s

Algorithm
intervals
Results
1.5s11650×body80valid