Details

Time bar (total: 11.4s)

sample60.0ms

Algorithm
intervals
Results
27.0ms339×body80valid

simplify1.1s

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.7b

localize21.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
0.2b
(* (* a 27.0) b)
0.2b
(* (* y 9.0) z)
6.7b
(* (* (* y 9.0) z) t)

rewrite184.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
associate-*r* add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* *-commutative
associate-+l+ sum-log
+-commutative associate-+l- sub-neg flip3-+ diff-log flip-+
Counts
4 → 72
Calls
4 calls:
46.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
28.0ms
(* (* a 27.0) b)
25.0ms
(* (* y 9.0) z)
82.0ms
(* (* (* y 9.0) z) t)

series284.0ms

Counts
4 → 12
Calls
4 calls:
196.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
25.0ms
(* (* a 27.0) b)
24.0ms
(* (* y 9.0) z)
38.0ms
(* (* (* y 9.0) z) t)

simplify1.0s

Counts
84 → 84

prune310.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (* 2.0 x) (* 27.0 (* a b))) (* 9.0 (* t (* z y))))
0.2b
(* 27.0 (* a b))
0.2b
(* 9.0 (* t (* z y)))
6.6b
(* t (* z y))

rewrite194.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
associate-*l* add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r* *-commutative
diff-log
sub-neg flip3-- associate--l+ sum-log flip--
Counts
4 → 71
Calls
4 calls:
75.0ms
(- (+ (* 2.0 x) (* 27.0 (* a b))) (* 9.0 (* t (* z y))))
24.0ms
(* 27.0 (* a b))
68.0ms
(* 9.0 (* t (* z y)))
24.0ms
(* t (* z y))

series325.0ms

Counts
4 → 12
Calls
4 calls:
214.0ms
(- (+ (* 2.0 x) (* 27.0 (* a b))) (* 9.0 (* t (* z y))))
29.0ms
(* 27.0 (* a b))
44.0ms
(* 9.0 (* t (* z y)))
37.0ms
(* t (* z y))

simplify642.0ms

Counts
83 → 83

prune219.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sqrt 27.0) (* a b))
0.2b
(* 9.0 (* t (* z y)))
0.3b
(* (sqrt 27.0) (* (sqrt 27.0) (* a b)))
6.6b
(* t (* z y))

rewrite526.0ms

Algorithm
rewrite-expression-head
Rules
32×pow1 add-exp-log add-cbrt-cube
18×associate-*l* pow-prod-down prod-exp cbrt-unprod
10×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
sqrt-prod
associate-*r* *-commutative add-log-exp
Counts
4 → 84
Calls
4 calls:
36.0ms
(* (sqrt 27.0) (* a b))
57.0ms
(* 9.0 (* t (* z y)))
407.0ms
(* (sqrt 27.0) (* (sqrt 27.0) (* a b)))
21.0ms
(* t (* z y))

series234.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(* (sqrt 27.0) (* a b))
32.0ms
(* 9.0 (* t (* z y)))
108.0ms
(* (sqrt 27.0) (* (sqrt 27.0) (* a b)))
41.0ms
(* t (* z y))

simplify652.0ms

Counts
96 → 96

prune349.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (sqrt 27.0) (* (sqrt (sqrt 27.0)) (* (sqrt (sqrt 27.0)) (* a b))))
0.4b
(* (sqrt (sqrt 27.0)) (* (sqrt (sqrt 27.0)) (* a b)))
0.4b
(* (sqrt (sqrt 27.0)) (* a b))
6.6b
(* t (* z y))

rewrite330.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-exp-log add-cbrt-cube
27×associate-*l*
22×pow-prod-down prod-exp cbrt-unprod
21×sqrt-prod
13×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r* *-commutative add-log-exp
Counts
4 → 96
Calls
4 calls:
192.0ms
(* (sqrt 27.0) (* (sqrt (sqrt 27.0)) (* (sqrt (sqrt 27.0)) (* a b))))
81.0ms
(* (sqrt (sqrt 27.0)) (* (sqrt (sqrt 27.0)) (* a b)))
28.0ms
(* (sqrt (sqrt 27.0)) (* a b))
24.0ms
(* t (* z y))

series306.0ms

Counts
4 → 12
Calls
4 calls:
101.0ms
(* (sqrt 27.0) (* (sqrt (sqrt 27.0)) (* (sqrt (sqrt 27.0)) (* a b))))
68.0ms
(* (sqrt (sqrt 27.0)) (* (sqrt (sqrt 27.0)) (* a b)))
100.0ms
(* (sqrt (sqrt 27.0)) (* a b))
37.0ms
(* t (* z y))

simplify681.0ms

Counts
108 → 108

prune391.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.0b

regimes869.0ms

Accuracy

-2.9% (3.6b remaining)

Error of 3.7b against oracle of 0.0b and baseline of 3.6b

bsearch203.0ms

Steps
ItersRangePoint
9
2.928274836805744e-51
1.342490115522787e-44
5.718628013402842e-49
7
-8.7709278408963e+83
-9.366134813797034e+81
-1.0630870322617426e+83

simplify620.0ms

end0.0ms

sample1.8s

Algorithm
intervals
Results
846.0ms11066×body80valid