Details

Time bar (total: 48.6s)

sample147.0ms

Algorithm
intervals
Results
34.0ms253×body80valid
34.0ms56×body640valid
21.0ms24×body1280valid
14.0ms33×body320valid
6.0ms21×body160valid

simplify4.2s

Counts
1 → 1
Iterations
IterNodes
done5000
51728
4730
3231
272
134
017

prune15.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.9b

localize30.0ms

Local error

Found 4 expressions with local error:

0.0b
(hypot (* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2)) (- phi1 phi2))
0.1b
(* (hypot (* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2)) (- phi1 phi2)) R)
0.2b
(* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2))
4.4b
(cos (/ (+ phi2 phi1) 2.0))

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
22×*-un-lft-identity
20×add-cube-cbrt
18×prod-diff
11×distribute-rgt-in distribute-lft-in
pow1 add-exp-log associate-*r* add-cbrt-cube
associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
sub-neg associate-*r/ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
hypot-udef flip3-- flip-- distribute-lft-out-- difference-of-squares
Counts
4 → 85
Calls
4 calls:
0.0ms
(hypot (* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2)) (- phi1 phi2))
14.0ms
(* (hypot (* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2)) (- phi1 phi2)) R)
57.0ms
(* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2))
22.0ms
(cos (/ (+ phi2 phi1) 2.0))

series2.7s

Counts
4 → 12
Calls
4 calls:
1.1s
(hypot (* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2)) (- phi1 phi2))
872.0ms
(* (hypot (* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2)) (- phi1 phi2)) R)
717.0ms
(* (cos (/ (+ phi2 phi1) 2.0)) (- lambda1 lambda2))
54.0ms
(cos (/ (+ phi2 phi1) 2.0))

simplify4.9s

Counts
97 → 97
Iterations
IterNodes
done5010
34195
21125
1432
0190

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.7b

localize48.0ms

Local error

Found 4 expressions with local error:

0.0b
(hypot (* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2)) (- phi1 phi2))
0.1b
(* (hypot (* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2)) (- phi1 phi2)) R)
0.2b
(* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2))
4.4b
(cos (* 0.5 (+ phi2 phi1)))

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
22×*-un-lft-identity
20×add-cube-cbrt
18×prod-diff
12×distribute-rgt-in distribute-lft-in
pow1 add-exp-log associate-*r* add-cbrt-cube
associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
sub-neg cos-sum associate-*r/ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
hypot-udef flip3-- flip-- distribute-lft-out-- difference-of-squares
Counts
4 → 87
Calls
4 calls:
1.0ms
(hypot (* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2)) (- phi1 phi2))
15.0ms
(* (hypot (* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2)) (- phi1 phi2)) R)
99.0ms
(* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2))
18.0ms
(cos (* 0.5 (+ phi2 phi1)))

series2.2s

Counts
4 → 12
Calls
4 calls:
1.0s
(hypot (* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2)) (- phi1 phi2))
807.0ms
(* (hypot (* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2)) (- phi1 phi2)) R)
325.0ms
(* (cos (* 0.5 (+ phi2 phi1))) (- lambda1 lambda2))
77.0ms
(cos (* 0.5 (+ phi2 phi1)))

simplify4.6s

Counts
99 → 99
Iterations
IterNodes
done5000
34244
21120
1443
0202

prune1.3s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.1b

localize82.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1))))
0.1b
(* (hypot (* (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))) (- lambda1 lambda2)) (- phi1 phi2)) R)
0.2b
(* (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))) (- lambda1 lambda2))
0.2b
(* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))

rewrite591.0ms

Algorithm
rewrite-expression-head
Rules
30×add-sqr-sqrt
24×*-un-lft-identity
22×add-cube-cbrt
19×prod-diff
11×distribute-rgt-in distribute-lft-in associate-*r*
10×pow1 add-exp-log add-cbrt-cube
flip3-- associate-*l* flip-- sin-mult
frac-times cos-mult
add-log-exp
expm1-log1p-u associate-*l/ frac-sub log1p-expm1-u sub-div
sub-neg pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
associate-*r/
fma-neg diff-log distribute-lft-out-- difference-of-squares
Counts
4 → 117
Calls
4 calls:
110.0ms
(- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1))))
14.0ms
(* (hypot (* (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))) (- lambda1 lambda2)) (- phi1 phi2)) R)
342.0ms
(* (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))) (- lambda1 lambda2))
115.0ms
(* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))

series3.3s

Counts
4 → 12
Calls
4 calls:
200.0ms
(- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1))))
2.4s
(* (hypot (* (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))) (- lambda1 lambda2)) (- phi1 phi2)) R)
592.0ms
(* (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))) (- lambda1 lambda2))
123.0ms
(* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))

simplify4.7s

Counts
129 → 129
Iterations
IterNodes
done5004
23451
1897
0331

prune2.1s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize98.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (expm1 (log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))))) (- lambda1 lambda2))
0.2b
(* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))
0.2b
(expm1 (log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1))))))
0.4b
(log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))))

rewrite183.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
22×*-un-lft-identity
20×add-cube-cbrt
18×prod-diff
11×distribute-rgt-in distribute-lft-in
pow1 add-exp-log associate-*r* add-cbrt-cube
associate-*l*
expm1-log1p-u
log1p-expm1-u add-log-exp
sub-neg associate-*r/ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
log1p-udef expm1-log1p flip3-- log1p-expm1 flip-- sin-mult distribute-lft-out-- expm1-udef difference-of-squares
Counts
4 → 89
Calls
4 calls:
49.0ms
(* (expm1 (log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))))) (- lambda1 lambda2))
124.0ms
(* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))
1.0ms
(expm1 (log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1))))))
2.0ms
(log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))))

series1.4s

Counts
4 → 12
Calls
4 calls:
710.0ms
(* (expm1 (log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))))) (- lambda1 lambda2))
114.0ms
(* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))
264.0ms
(expm1 (log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1))))))
290.0ms
(log1p (- (* (cos (* 0.5 phi2)) (cos (* 0.5 phi1))) (* (sin (* 0.5 phi2)) (sin (* 0.5 phi1)))))

simplify4.6s

Counts
101 → 101
Iterations
IterNodes
done5001
33458
21032
1444
0205

prune1.6s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

regimes1.2s

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify9.0ms

Iterations
IterNodes
done28
128
022

end0.0ms

sample7.5s

Algorithm
intervals
Results
3.5s8281×body80valid
1.6s1342×body640valid
1.0s805×body1280valid
451.0ms697×body320valid
125.0ms336×body160valid