Details

Time bar (total: 29.4s)

sample623.0ms

Algorithm
intervals
Results
367.0ms149×body1280valid
116.0ms66×body640valid
25.0ms28×body320valid
5.0msbody2560valid
4.0msbody160valid
1.0msbody80valid

simplify40.0ms

Counts
1 → 1
Iterations

Useful iterations: 1 (13.0ms)

IterNodesCost
01719
12718
23818
34418
44618
done4618

prune49.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 15.2b

localize38.0ms

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)
0.6b
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2)))))
3.8b
(cos (- lambda1 lambda2))

rewrite86.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
14×add-cube-cbrt *-un-lft-identity
11×cos-sum
prod-diff
pow1 add-exp-log add-cbrt-cube
associate-*r* associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
acos-asin cos-diff sub-neg sin-mult
Counts
4 → 72
Calls
4 calls:
34.0ms
(* (sin phi1) (sin phi2))
14.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2))))) R)
4.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2)))))
31.0ms
(cos (- lambda1 lambda2))

series223.0ms

Counts
4 → 12
Calls
4 calls:
71.0ms
(* (sin phi1) (sin phi2))
80.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2))))) R)
26.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (cos (- lambda1 lambda2)))))
45.0ms
(cos (- lambda1 lambda2))

simplify858.0ms

Counts
84 → 84
Iterations

Useful iterations: done (854.0ms)

IterNodesCost
01871607
13351399
29351174
done50001127

prune662.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 2.5b

localize46.0ms

Local error

Found 4 expressions with local error:

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

rewrite63.0ms

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*
expm1-log1p-u log1p-expm1-u 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 → 73
Calls
4 calls:
25.0ms
(* (sin lambda1) (sin (- lambda2)))
17.0ms
(* (sin phi1) (sin phi2))
15.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2))))))) R)
4.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2)))))))

series294.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(* (sin lambda1) (sin (- lambda2)))
74.0ms
(* (sin phi1) (sin phi2))
124.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2))))))) R)
33.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin (- lambda2)))))))

simplify966.0ms

Counts
85 → 85
Iterations

Useful iterations: done (963.0ms)

IterNodesCost
01511621
13041563
211861370
done50001254

prune944.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 2.4b

localize66.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3)))))) R)
0.3b
(pow (* (sin lambda1) (sin (- lambda2))) 3)
0.6b
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3))))))
28.6b
(cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3))

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt
pow1 add-exp-log add-cbrt-cube
cbrt-prod add-cube-cbrt *-un-lft-identity
expm1-log1p-u log1p-expm1-u add-log-exp
pow-unpow associate-*r* associate-*l*
cube-div cube-mult unpow-prod-down pow-pow unpow3 cube-prod pow-prod-down pow-exp prod-exp cbrt-unprod sin-mult rem-cube-cbrt sqr-pow
acos-asin pow-to-exp cbrt-div pow1/3 cube-neg sin-neg *-commutative distribute-rgt-neg-out rem-cbrt-cube unswap-sqr
Counts
4 → 76
Calls
4 calls:
9.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3)))))) R)
29.0ms
(pow (* (sin lambda1) (sin (- lambda2))) 3)
4.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3))))))
10.0ms
(cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3))

series323.0ms

Counts
4 → 12
Calls
4 calls:
101.0ms
(* (acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3)))))) R)
116.0ms
(pow (* (sin lambda1) (sin (- lambda2))) 3)
27.0ms
(acos (+ (* (sin phi1) (sin phi2)) (* (* (cos phi1) (cos phi2)) (- (* (cos lambda1) (cos lambda2)) (cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3))))))
79.0ms
(cbrt (pow (* (sin lambda1) (sin (- lambda2))) 3))

simplify1.2s

Counts
88 → 88
Iterations

Useful iterations: done (1.2s)

IterNodesCost
01551959
13771683
215961481
done50011377

prune867.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 2.4b

localize43.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin phi1) (sin phi2))
0.2b
(* (log1p (expm1 (acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2)))))) R)
0.5b
(expm1 (acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2)))))
0.6b
(acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2))))

rewrite34.0ms

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*
log1p-expm1-u
expm1-log1p-u add-log-exp
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
acos-asin expm1-log1p sin-mult expm1-udef
Counts
4 → 62
Calls
4 calls:
22.0ms
(* (sin phi1) (sin phi2))
8.0ms
(* (log1p (expm1 (acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2)))))) R)
1.0ms
(expm1 (acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2)))))
1.0ms
(acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2))))

series321.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(* (sin phi1) (sin phi2))
151.0ms
(* (log1p (expm1 (acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2)))))) R)
72.0ms
(expm1 (acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2)))))
28.0ms
(acos (fma (* (fma (cos lambda2) (cos lambda1) (* (sin lambda1) (sin lambda2))) (cos phi1)) (cos phi2) (* (sin phi1) (sin phi2))))

simplify2.4s

Counts
74 → 74
Iterations

Useful iterations: 2 (98.0ms)

IterNodesCost
01111676
11941612
25701406
330991406
done50011406

prune792.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 2.4b

regimes1.4s

Accuracy

0% (0.3b remaining)

Error of 3.8b against oracle of 3.5b and baseline of 3.8b

bsearch0.0ms

simplify3.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02428
12828
done2828

end0.0ms

sample17.1s

Algorithm
intervals
Results
12.1s4860×body1280valid
3.1s2103×body640valid
1.0s659×body320valid
199.0ms255×body160valid
43.0ms10×body2560valid
25.0ms115×body80valid