Details

Time bar (total: 25.6s)

sample243.0ms

Algorithm
intervals
Results
167.0ms154×body1280valid
43.0ms66×body640valid
10.0ms25×body320valid
2.0msbody160valid
0.0msbody80valid

simplify16.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01719
12619
23319
33519
done3519

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 15.5b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin phi1) (sin phi2))
0.3b
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2))))) R)
1.4b
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2)))))
2.6b
(cos (- lambda1 lambda2))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
pow1 add-exp-log add-cube-cbrt *-un-lft-identity add-cbrt-cube
associate-*r* associate-*l*
add-log-exp
cos-sum pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
acos-asin cos-diff sub-neg sin-mult
Counts
4 → 55
Calls
4 calls:
11.0ms
(* (sin phi1) (sin phi2))
6.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2))))) R)
2.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2)))))
10.0ms
(cos (- lambda1 lambda2))

series131.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(* (sin phi1) (sin phi2))
47.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2))))) R)
15.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2)))))
19.0ms
(cos (- lambda1 lambda2))

simplify2.6s

Counts
67 → 67
Iterations

Useful iterations: 3 (210.0ms)

IterNodesCost
01111035
11981027
2435893
3686887
4916887
51536887
63401887
done5000887

prune304.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 4.7b

localize32.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin lambda1) (sin (- lambda2)))
0.2b
(* (sin phi1) (sin phi2))
0.3b
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2))))))) R)
1.5b
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2)))))))

rewrite38.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×pow1 add-exp-log add-cube-cbrt *-un-lft-identity add-cbrt-cube
associate-*r* associate-*l*
add-log-exp
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
sin-mult
acos-asin sin-neg distribute-rgt-neg-out
Counts
4 → 65
Calls
4 calls:
15.0ms
(* (sin lambda1) (sin (- lambda2)))
13.0ms
(* (sin phi1) (sin phi2))
7.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2))))))) R)
2.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2)))))))

series198.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(* (sin lambda1) (sin (- lambda2)))
50.0ms
(* (sin phi1) (sin phi2))
74.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2))))))) R)
19.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2)))))))

simplify4.7s

Counts
77 → 77
Iterations

Useful iterations: 3 (409.0ms)

IterNodesCost
01431487
12701473
27221270
315381200
427421200
544951200
done50001200

prune484.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 4.6b

localize35.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin phi1) (sin phi2))
0.3b
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (exp (* (sin lambda1) (sin (- lambda2))))))))) R)
1.5b
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (exp (* (sin lambda1) (sin (- lambda2)))))))))
3.0b
(log (exp (* (sin lambda1) (sin (- lambda2)))))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
13×add-sqr-sqrt
pow1 add-cube-cbrt *-un-lft-identity
add-exp-log add-cbrt-cube
associate-*r* associate-*l*
add-log-exp
log-prod log-pow
exp-neg pow-prod-down prod-exp sin-neg *-commutative distribute-rgt-neg-out cbrt-unprod unswap-sqr
acos-asin log-div exp-prod exp-to-pow rem-log-exp log-rec sin-mult
Counts
4 → 61
Calls
4 calls:
12.0ms
(* (sin phi1) (sin phi2))
6.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (exp (* (sin lambda1) (sin (- lambda2))))))))) R)
2.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (exp (* (sin lambda1) (sin (- lambda2)))))))))
7.0ms
(log (exp (* (sin lambda1) (sin (- lambda2)))))

series203.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* (sin phi1) (sin phi2))
76.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (exp (* (sin lambda1) (sin (- lambda2))))))))) R)
21.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (exp (* (sin lambda1) (sin (- lambda2)))))))))
57.0ms
(log (exp (* (sin lambda1) (sin (- lambda2)))))

simplify3.4s

Counts
73 → 73
Iterations

Useful iterations: 3 (285.0ms)

IterNodesCost
01321553
12311441
25731244
311301174
420751174
549831174
done50011174

prune492.0ms

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 4.6b

localize36.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin phi1) (sin phi2))
0.3b
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (pow (exp (sin lambda1)) (sin (- lambda2)))))))) R)
1.5b
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (pow (exp (sin lambda1)) (sin (- lambda2))))))))
3.0b
(log (pow (exp (sin lambda1)) (sin (- lambda2))))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
10×add-cube-cbrt *-un-lft-identity
add-exp-log
pow1 add-cbrt-cube
log-prod
associate-*r* associate-*l*
add-log-exp
unpow-prod-down rem-log-exp
pow-neg log-div pow-prod-down prod-exp sin-neg *-commutative cbrt-unprod unswap-sqr
neg-sub0 acos-asin pow-to-exp log-rec pow-exp log-pow sin-diff sin-mult pow-sub sqr-pow
Counts
4 → 66
Calls
4 calls:
11.0ms
(* (sin phi1) (sin phi2))
8.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (pow (exp (sin lambda1)) (sin (- lambda2)))))))) R)
2.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (pow (exp (sin lambda1)) (sin (- lambda2))))))))
8.0ms
(log (pow (exp (sin lambda1)) (sin (- lambda2))))

series272.0ms

Counts
4 → 12
Calls
4 calls:
49.0ms
(* (sin phi1) (sin phi2))
81.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (pow (exp (sin lambda1)) (sin (- lambda2)))))))) R)
20.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (log (pow (exp (sin lambda1)) (sin (- lambda2))))))))
122.0ms
(log (pow (exp (sin lambda1)) (sin (- lambda2))))

simplify2.9s

Counts
78 → 78
Iterations

Useful iterations: 4 (1.6s)

IterNodesCost
01541648
12801511
26761273
314381233
442151226
done50011226

prune401.0ms

Pruning

17 alts after pruning (16 fresh and 1 done)

Merged error: 4.6b

regimes984.0ms

Accuracy

0% (0.3b remaining)

Error of 3.9b against oracle of 3.6b and baseline of 3.9b

bsearch0.0ms

simplify3.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02529
13129
done3129

end0.0ms

sample8.0s

Algorithm
intervals
Results
5.8s4776×body1280valid
1.3s2013×body640valid
332.0ms759×body320valid
85.0ms288×body160valid
55.0ms16×body2560valid
21.0ms151×body80valid