Details

Time bar (total: 34.3s)

sample509.0ms

Algorithm
intervals
Results
379.0ms148×body1280valid
72.0ms61×body640valid
18.0ms19×body320valid
6.0ms21×body80valid
5.0msbody160valid

simplify90.0ms

Counts
1 → 1
Iterations
IterNodes
done95
495
378
247
128
017

prune23.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 12.8b

localize394.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin phi2) (cos phi1))
0.2b
(* (sin phi1) (cos (- lambda1 lambda2)))
4.6b
(cos (- lambda1 lambda2))
4.6b
(sin (- lambda1 lambda2))

rewrite67.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
20×*-un-lft-identity add-cube-cbrt
18×prod-diff
11×cos-sum sin-sum
pow1 add-cbrt-cube add-exp-log
associate-*r* associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
cos-diff
sub-neg pow-prod-down prod-exp *-commutative cbrt-unprod sin-cos-mult unswap-sqr
distribute-rgt-in distribute-lft-in sin-diff
Counts
4 → 86
Calls
4 calls:
18.0ms
(* (sin phi2) (cos phi1))
20.0ms
(* (sin phi1) (cos (- lambda1 lambda2)))
12.0ms
(cos (- lambda1 lambda2))
12.0ms
(sin (- lambda1 lambda2))

series203.0ms

Counts
4 → 12
Calls
4 calls:
75.0ms
(* (sin phi2) (cos phi1))
68.0ms
(* (sin phi1) (cos (- lambda1 lambda2)))
20.0ms
(cos (- lambda1 lambda2))
39.0ms
(sin (- lambda1 lambda2))

simplify733.0ms

Counts
98 → 98
Iterations
IterNodes
done5001
21265
1424
0217

prune789.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.7b

localize71.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (sin lambda1) (cos lambda2))
0.2b
(* (sin phi2) (cos phi1))
0.2b
(* (sin phi1) (cos (- lambda1 lambda2)))
4.6b
(cos (- lambda1 lambda2))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
16×*-un-lft-identity add-cube-cbrt
11×cos-sum
10×pow1 add-cbrt-cube add-exp-log
associate-*r* associate-*l* prod-diff
expm1-log1p-u log1p-expm1-u add-log-exp
cos-diff pow-prod-down prod-exp *-commutative cbrt-unprod sin-cos-mult unswap-sqr
distribute-rgt-in sub-neg distribute-lft-in
Counts
4 → 86
Calls
4 calls:
16.0ms
(* (sin lambda1) (cos lambda2))
17.0ms
(* (sin phi2) (cos phi1))
16.0ms
(* (sin phi1) (cos (- lambda1 lambda2)))
21.0ms
(cos (- lambda1 lambda2))

series207.0ms

Counts
4 → 12
Calls
4 calls:
54.0ms
(* (sin lambda1) (cos lambda2))
64.0ms
(* (sin phi2) (cos phi1))
68.0ms
(* (sin phi1) (cos (- lambda1 lambda2)))
20.0ms
(cos (- lambda1 lambda2))

simplify850.0ms

Counts
98 → 98
Iterations
IterNodes
done5000
21531
1454
0221

prune1.3s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.1b

localize98.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (sin lambda1) (cos lambda2))
0.2b
(* (sin phi2) (cos phi1))
0.2b
(* (sin phi1) (+ (* (cos lambda2) (cos lambda1)) (* (sin lambda1) (sin lambda2))))
0.2b
(* (sin lambda1) (sin lambda2))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
12×pow1 *-un-lft-identity add-cbrt-cube associate-*r* associate-*l* add-exp-log add-cube-cbrt
expm1-log1p-u pow-prod-down prod-exp *-commutative cbrt-unprod log1p-expm1-u add-log-exp unswap-sqr
associate-*r/
sin-cos-mult sin-mult
distribute-rgt-in distribute-lft-in flip3-+ frac-add cos-mult flip-+
Counts
4 → 88
Calls
4 calls:
15.0ms
(* (sin lambda1) (cos lambda2))
18.0ms
(* (sin phi2) (cos phi1))
60.0ms
(* (sin phi1) (+ (* (cos lambda2) (cos lambda1)) (* (sin lambda1) (sin lambda2))))
11.0ms
(* (sin lambda1) (sin lambda2))

series408.0ms

Counts
4 → 12
Calls
4 calls:
87.0ms
(* (sin lambda1) (cos lambda2))
83.0ms
(* (sin phi2) (cos phi1))
180.0ms
(* (sin phi1) (+ (* (cos lambda2) (cos lambda1)) (* (sin lambda1) (sin lambda2))))
58.0ms
(* (sin lambda1) (sin lambda2))

simplify1.4s

Counts
100 → 100
Iterations
IterNodes
done5000
22340
1469
0183

prune1.1s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize115.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin phi2) (cos phi1))
0.2b
(* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1))
0.5b
(pow (* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1)) 3)
19.8b
(cbrt (pow (* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1)) 3))

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
11×pow1 add-cbrt-cube add-exp-log
10×*-un-lft-identity add-cube-cbrt
cbrt-prod
associate-*r* associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
pow-unpow pow-prod-down prod-exp cbrt-unprod
cube-mult unpow-prod-down pow-pow unpow3 cube-prod pow-exp *-commutative rem-cube-cbrt unswap-sqr sqr-pow
pow-to-exp pow1/3 rem-cbrt-cube sin-cos-mult
Counts
4 → 84
Calls
4 calls:
10.0ms
(* (sin phi2) (cos phi1))
8.0ms
(* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1))
14.0ms
(pow (* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1)) 3)
3.0ms
(cbrt (pow (* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1)) 3))

series772.0ms

Counts
4 → 12
Calls
4 calls:
82.0ms
(* (sin phi2) (cos phi1))
218.0ms
(* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1))
270.0ms
(pow (* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1)) 3)
201.0ms
(cbrt (pow (* (fma (sin lambda1) (sin lambda2) (* (cos lambda1) (cos lambda2))) (sin phi1)) 3))

simplify1.4s

Counts
96 → 96
Iterations
IterNodes
done5000
21924
1361
0147

prune1.2s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

regimes1.0s

Accuracy

0% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 0.4b

bsearch0.0ms

simplify10.0ms

Iterations
IterNodes
done44
244
142
029

end0.0ms

sample21.4s

Algorithm
intervals
Results
14.0s4551×body1280valid
5.4s2024×body640valid
947.0ms555×body320valid
180.0ms664×body80valid
164.0ms206×body160valid