Details

Time bar (total: 38.8s)

sample431.0ms

Algorithm
intervals
Results
202.0ms110×body1280valid
154.0ms79×body640valid
29.0ms29×body320valid
8.0ms16×body160valid
5.0ms22×body80valid

simplify16.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (12.0ms)

IterNodesCost
01420
12020
22319
done2319

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 1.5b

localize31.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (cos phi2) (sin (- lambda1 lambda2)))
0.6b
(+ (cos phi1) (* (cos phi2) (cos (- lambda1 lambda2))))
3.2b
(sin (- lambda1 lambda2))
3.4b
(cos (- lambda1 lambda2))

rewrite565.0ms

Algorithm
rewrite-expression-head
Rules
36×prod-diff
33×add-sqr-sqrt sin-sum
31×add-cube-cbrt *-un-lft-identity
12×distribute-rgt-in distribute-lft-in
11×cos-sum
pow1 add-exp-log add-cbrt-cube add-log-exp
expm1-log1p-u sub-neg log1p-expm1-u
cos-diff fma-def associate-*r* associate-*l*
associate-+r+
+-commutative flip3-+ pow-prod-down prod-exp sum-log sin-diff *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 102
Calls
4 calls:
54.0ms
(* (cos phi2) (sin (- lambda1 lambda2)))
14.0ms
(+ (cos phi1) (* (cos phi2) (cos (- lambda1 lambda2))))
30.0ms
(sin (- lambda1 lambda2))
457.0ms
(cos (- lambda1 lambda2))

series338.0ms

Counts
4 → 12
Calls
4 calls:
111.0ms
(* (cos phi2) (sin (- lambda1 lambda2)))
151.0ms
(+ (cos phi1) (* (cos phi2) (cos (- lambda1 lambda2))))
40.0ms
(sin (- lambda1 lambda2))
35.0ms
(cos (- lambda1 lambda2))

simplify5.7s

Counts
114 → 114
Iterations

Useful iterations: 4 (4.3s)

IterNodesCost
02422795
14722124
29941681
320871511
444621150
done50001150

prune604.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 1.2b

localize41.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin lambda1) (cos lambda2))
0.2b
(* (cos phi2) (* (sin lambda1) (cos lambda2)))
0.6b
(+ (cos phi1) (* (cos phi2) (cos (- lambda1 lambda2))))
3.4b
(cos (- lambda1 lambda2))

rewrite93.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
14×add-cube-cbrt *-un-lft-identity
11×pow1 add-exp-log cos-sum add-cbrt-cube
prod-diff
associate-*l* add-log-exp
expm1-log1p-u associate-*r* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
cos-diff fma-def
associate-+r+ *-commutative sin-cos-mult
+-commutative distribute-rgt-in sub-neg distribute-lft-in flip3-+ associate-*r/ sum-log flip-+ unswap-sqr
Counts
4 → 81
Calls
4 calls:
13.0ms
(* (sin lambda1) (cos lambda2))
47.0ms
(* (cos phi2) (* (sin lambda1) (cos lambda2)))
14.0ms
(+ (cos phi1) (* (cos phi2) (cos (- lambda1 lambda2))))
16.0ms
(cos (- lambda1 lambda2))

series367.0ms

Counts
4 → 12
Calls
4 calls:
68.0ms
(* (sin lambda1) (cos lambda2))
112.0ms
(* (cos phi2) (* (sin lambda1) (cos lambda2)))
166.0ms
(+ (cos phi1) (* (cos phi2) (cos (- lambda1 lambda2))))
20.0ms
(cos (- lambda1 lambda2))

simplify3.1s

Counts
93 → 93
Iterations

Useful iterations: done (3.1s)

IterNodesCost
02071306
14301123
21080919
32941875
done5001819

prune684.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize69.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin lambda1) (cos lambda2))
0.2b
(* (sin lambda1) (sin lambda2))
0.2b
(* (cos phi2) (* (sin lambda1) (cos lambda2)))
0.5b
(fma (* (cos lambda1) (cos lambda2)) (cos phi2) (cos phi1))

rewrite77.0ms

Algorithm
rewrite-expression-head
Rules
13×pow1 add-exp-log add-sqr-sqrt add-cbrt-cube
add-cube-cbrt *-un-lft-identity associate-*l*
associate-*r*
pow-prod-down prod-exp cbrt-unprod
expm1-log1p-u log1p-expm1-u add-log-exp
*-commutative
sin-cos-mult unswap-sqr
associate-*r/ fma-udef sin-mult
Counts
4 → 73
Calls
4 calls:
21.0ms
(* (sin lambda1) (cos lambda2))
13.0ms
(* (sin lambda1) (sin lambda2))
39.0ms
(* (cos phi2) (* (sin lambda1) (cos lambda2)))
1.0ms
(fma (* (cos lambda1) (cos lambda2)) (cos phi2) (cos phi1))

series468.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(* (sin lambda1) (cos lambda2))
75.0ms
(* (sin lambda1) (sin lambda2))
121.0ms
(* (cos phi2) (* (sin lambda1) (cos lambda2)))
201.0ms
(fma (* (cos lambda1) (cos lambda2)) (cos phi2) (cos phi1))

simplify6.4s

Counts
85 → 85
Iterations

Useful iterations: 4 (5.0s)

IterNodesCost
0127792
1273778
2776669
32199668
44514667
done5000667

prune696.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0.0b

localize70.0ms

Local error

Found 4 expressions with local error:

1.9b
(- (* (cos (- lambda1 lambda2)) (cos phi2)) (cos phi1))
3.4b
(cos (- lambda1 lambda2))
3.4b
(cos (- lambda1 lambda2))
3.4b
(cos (- lambda1 lambda2))

rewrite84.0ms

Algorithm
rewrite-expression-head
Rules
33×cos-sum
30×prod-diff
23×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
pow1 add-exp-log expm1-log1p-u sub-neg add-cbrt-cube log1p-expm1-u
cos-diff
flip3-- fma-neg diff-log flip--
Counts
4 → 81
Calls
4 calls:
23.0ms
(- (* (cos (- lambda1 lambda2)) (cos phi2)) (cos phi1))
14.0ms
(cos (- lambda1 lambda2))
17.0ms
(cos (- lambda1 lambda2))
26.0ms
(cos (- lambda1 lambda2))

series237.0ms

Counts
4 → 12
Calls
4 calls:
161.0ms
(- (* (cos (- lambda1 lambda2)) (cos phi2)) (cos phi1))
23.0ms
(cos (- lambda1 lambda2))
28.0ms
(cos (- lambda1 lambda2))
26.0ms
(cos (- lambda1 lambda2))

simplify5.2s

Counts
93 → 93
Iterations

Useful iterations: 4 (3.5s)

IterNodesCost
01512119
12781581
25711247
315621104
44881831
done5000831

prune652.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0.0b

regimes637.0ms

Accuracy

0% (0.1b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 0.2b

bsearch0.0ms

simplify6.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02440
13440
done3440

end0.0ms

sample12.4s

Algorithm
intervals
Results
7.1s3516×body1280valid
2.8s2346×body640valid
1.5s988×body320valid
236.0ms410×body160valid
228.0ms740×body80valid