Details

Time bar (total: 25.8s)

sample194.0ms

Algorithm
intervals
Results
143.0ms538×body80valid

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done2024
52024
41125
3543
2196
166
028

prune27.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 4.6b

localize50.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* b c) (+ (* k (* 27.0 j)) (* (* i 4.0) x)))
0.5b
(* k (* 27.0 j))
3.1b
(* (- (* (* x y) (* z 18.0)) (* a 4.0)) t)
3.3b
(* (* x y) (* z 18.0))

rewrite159.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt add-log-exp
*-un-lft-identity associate-*l* add-cube-cbrt
associate-*r*
insert-posit16
*-commutative
flip3-- diff-log associate-*l/ flip--
sum-log sub-neg associate--r+ unswap-sqr
Counts
4 → 78
Calls
4 calls:
20.0ms
(- (* b c) (+ (* k (* 27.0 j)) (* (* i 4.0) x)))
13.0ms
(* k (* 27.0 j))
92.0ms
(* (- (* (* x y) (* z 18.0)) (* a 4.0)) t)
33.0ms
(* (* x y) (* z 18.0))

series263.0ms

Counts
4 → 12
Calls
4 calls:
98.0ms
(- (* b c) (+ (* k (* 27.0 j)) (* (* i 4.0) x)))
19.0ms
(* k (* 27.0 j))
107.0ms
(* (- (* (* x y) (* z 18.0)) (* a 4.0)) t)
40.0ms
(* (* x y) (* z 18.0))

simplify1.1s

Counts
90 → 90
Iterations
IterNodes
done2002
32002
21639
1461
0174

prune1.6s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 1.4b

localize70.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (* x 18.0) y)
0.5b
(* (* j 27.0) k)
3.0b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite259.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-cbrt-cube add-exp-log
22×pow-prod-down prod-exp cbrt-unprod
12×associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*l* *-commutative insert-posit16 add-log-exp
Counts
4 → 85
Calls
4 calls:
17.0ms
(* (* x 18.0) y)
13.0ms
(* (* j 27.0) k)
42.0ms
(* (* (* x 18.0) y) z)
185.0ms
(* (* (* (* x 18.0) y) z) t)

series161.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* (* x 18.0) y)
29.0ms
(* (* j 27.0) k)
41.0ms
(* (* (* x 18.0) y) z)
60.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.1s

Counts
97 → 97
Iterations
IterNodes
done2006
32006
21402
1370
0141

prune2.0s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.5b

localize68.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* (* (* x 18.0) y) (* z t)) (* (* a 4.0) t)) (* b c))
0.4b
(* (* x 18.0) y)
0.5b
(* (* j 27.0) k)
6.5b
(* (* (* x 18.0) y) (* z t))

rewrite427.0ms

Algorithm
rewrite-expression-head
Rules
35×pow1 add-cbrt-cube add-exp-log
21×pow-prod-down prod-exp cbrt-unprod
add-log-exp
associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
insert-posit16
associate-*l* *-commutative
associate-+l+ sum-log
+-commutative sub-neg flip3-+ diff-log associate-+l- flip-+
Counts
4 → 83
Calls
4 calls:
318.0ms
(+ (- (* (* (* x 18.0) y) (* z t)) (* (* a 4.0) t)) (* b c))
20.0ms
(* (* x 18.0) y)
20.0ms
(* (* j 27.0) k)
66.0ms
(* (* (* x 18.0) y) (* z t))

series356.0ms

Counts
4 → 12
Calls
4 calls:
254.0ms
(+ (- (* (* (* x 18.0) y) (* z t)) (* (* a 4.0) t)) (* b c))
26.0ms
(* (* x 18.0) y)
21.0ms
(* (* j 27.0) k)
54.0ms
(* (* (* x 18.0) y) (* z t))

simplify1.3s

Counts
95 → 95
Iterations
IterNodes
done2014
32014
21692
1446
0164

prune2.3s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize65.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* (* x 18.0) (* y (* z t))) (* (* a 4.0) t)) (* b c))
0.5b
(* (* j 27.0) k)
4.1b
(* (* x 18.0) (* y (* z t)))
5.1b
(* y (* z t))

rewrite351.0ms

Algorithm
rewrite-expression-head
Rules
35×pow1 add-cbrt-cube add-exp-log
21×pow-prod-down prod-exp cbrt-unprod
add-log-exp
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*r* associate-*l*
insert-posit16
*-commutative
associate-+l+ sum-log
+-commutative sub-neg flip3-+ diff-log associate-+l- flip-+
Counts
4 → 83
Calls
4 calls:
255.0ms
(+ (- (* (* x 18.0) (* y (* z t))) (* (* a 4.0) t)) (* b c))
14.0ms
(* (* j 27.0) k)
51.0ms
(* (* x 18.0) (* y (* z t)))
28.0ms
(* y (* z t))

series396.0ms

Counts
4 → 12
Calls
4 calls:
253.0ms
(+ (- (* (* x 18.0) (* y (* z t))) (* (* a 4.0) t)) (* b c))
38.0ms
(* (* j 27.0) k)
65.0ms
(* (* x 18.0) (* y (* z t)))
40.0ms
(* y (* z t))

simplify1.1s

Counts
95 → 95
Iterations
IterNodes
done2002
32002
21674
1436
0161

prune2.2s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

regimes2.5s

Accuracy

74.6% (1.2b remaining)

Error of 1.7b against oracle of 0.5b and baseline of 5.3b

bsearch406.0ms

Steps
ItersRangePoint
7
3.10459938993177e+28
7.860312330215466e+29
7.236958844779297e+28
6
-4.4176751546766945e-15
-7.825689243867861e-16
-1.072957652330537e-15

simplify12.0ms

Iterations
IterNodes
done81
181
054

end0.0ms

sample5.8s

Algorithm
intervals
Results
4.6s16085×body80valid