Details

Time bar (total: 35.0s)

sample148.0ms

Algorithm
intervals
Results
104.0ms528×body80valid

simplify1.2s

Counts
1 → 1
Iterations
IterNodes
done2001
42001
3723
2217
167
028

prune20.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 1.5b

localize70.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 18.0) y)
0.2b
(* (* j 27.0) k)
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite296.0ms

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
expm1-log1p-u associate-*l* *-commutative insert-posit16 log1p-expm1-u add-log-exp
Counts
4 → 93
Calls
4 calls:
16.0ms
(* (* x 18.0) y)
20.0ms
(* (* j 27.0) k)
54.0ms
(* (* (* x 18.0) y) z)
205.0ms
(* (* (* (* x 18.0) y) z) t)

series174.0ms

Counts
4 → 12
Calls
4 calls:
34.0ms
(* (* x 18.0) y)
39.0ms
(* (* j 27.0) k)
40.0ms
(* (* (* x 18.0) y) z)
61.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.3s

Counts
105 → 105
Iterations
IterNodes
done2005
32005
21438
1380
0149

prune892.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.3b

localize45.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 18.0) y)
0.2b
(* 27.0 (* j k))
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite236.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-cbrt-cube add-exp-log
22×pow-prod-down prod-exp cbrt-unprod
10×associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*l*
expm1-log1p-u *-commutative insert-posit16 log1p-expm1-u add-log-exp
Counts
4 → 93
Calls
4 calls:
14.0ms
(* (* x 18.0) y)
15.0ms
(* 27.0 (* j k))
43.0ms
(* (* (* x 18.0) y) z)
162.0ms
(* (* (* (* x 18.0) y) z) t)

series125.0ms

Counts
4 → 12
Calls
4 calls:
21.0ms
(* (* x 18.0) y)
21.0ms
(* 27.0 (* j k))
34.0ms
(* (* (* x 18.0) y) z)
48.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.4s

Counts
105 → 105
Iterations
IterNodes
done2012
32012
21403
1364
0145

prune802.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.3b

localize52.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sqrt 27.0) (* j k))
0.2b
(* (sqrt 27.0) (* (sqrt 27.0) (* j k)))
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite280.0ms

Algorithm
rewrite-expression-head
Rules
41×pow1 add-cbrt-cube add-exp-log
25×pow-prod-down prod-exp cbrt-unprod
14×associate-*l*
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*r*
sqrt-prod
expm1-log1p-u *-commutative insert-posit16 log1p-expm1-u add-log-exp
Counts
4 → 102
Calls
4 calls:
18.0ms
(* (sqrt 27.0) (* j k))
45.0ms
(* (sqrt 27.0) (* (sqrt 27.0) (* j k)))
49.0ms
(* (* (* x 18.0) y) z)
166.0ms
(* (* (* (* x 18.0) y) z) t)

series282.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(* (sqrt 27.0) (* j k))
106.0ms
(* (sqrt 27.0) (* (sqrt 27.0) (* j k)))
43.0ms
(* (* (* x 18.0) y) z)
70.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.1s

Counts
114 → 114
Iterations
IterNodes
done2005
32005
21724
1411
0159

prune958.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.3b

localize69.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (- (+ (- (* (* (* y x) (* 18.0 z)) t) (* (* a 4.0) t)) (* b c)) (* (* x 4.0) i)) (* 27.0 (* j k)))
0.2b
(* 27.0 (* j k))
3.4b
(* (* y x) (* 18.0 z))
4.8b
(* (* (* y x) (* 18.0 z)) t)

rewrite12.5s

Algorithm
rewrite-expression-head
Rules
39×pow1 add-cbrt-cube add-exp-log
24×pow-prod-down prod-exp cbrt-unprod
18×add-log-exp
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
diff-log
associate--l+
prod-diff
associate-*r* associate-*l*
expm1-log1p-u insert-posit16 log1p-expm1-u
fma-neg *-commutative
sum-log sub-neg
associate--l- flip3-- flip--
Counts
4 → 107
Calls
4 calls:
12.3s
(- (- (+ (- (* (* (* y x) (* 18.0 z)) t) (* (* a 4.0) t)) (* b c)) (* (* x 4.0) i)) (* 27.0 (* j k)))
15.0ms
(* 27.0 (* j k))
23.0ms
(* (* y x) (* 18.0 z))
112.0ms
(* (* (* y x) (* 18.0 z)) t)

series3.9s

Counts
4 → 12
Calls
4 calls:
3.8s
(- (- (+ (- (* (* (* y x) (* 18.0 z)) t) (* (* a 4.0) t)) (* b c)) (* (* x 4.0) i)) (* 27.0 (* j k)))
34.0ms
(* 27.0 (* j k))
51.0ms
(* (* y x) (* 18.0 z))
96.0ms
(* (* (* y x) (* 18.0 z)) t)

simplify1.6s

Counts
119 → 119
Iterations
IterNodes
done2013
32013
21916
1492
0196

prune829.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.3b

regimes1.8s

Accuracy

35.7% (3.0b remaining)

Error of 3.5b against oracle of 0.5b and baseline of 5.2b

bsearch284.0ms

Steps
ItersRangePoint
7
3.8707375154721287e-20
3.1663862662825695e-18
1.4118953814768603e-19
5
-1.9072804584190305e+54
-5.100687969561016e+53
-1.5865933573833304e+54

simplify14.0ms

Iterations
IterNodes
done76
176
052

end0.0ms

sample4.6s

Algorithm
intervals
Results
3.7s16191×body80valid