Details

Time bar (total: 13.9s)

sample263.0ms

Algorithm
intervals
Results
191.0ms148×body1280valid
45.0ms63×body640valid
8.0ms18×body320valid
3.0ms20×body80valid
2.0msbody160valid

simplify9.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02715
14615
27115
37715
47715

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.9b

localize25.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (cos phi1) (sin phi2))
0.2b
(* (* (sin phi1) (cos phi2)) (cos (- lambda1 lambda2)))
4.0b
(sin (- lambda1 lambda2))
4.2b
(cos (- lambda1 lambda2))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
11×pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
associate-*r*
associate-*l* pow-prod-down prod-exp cbrt-unprod add-log-exp
cos-diff
sub-neg cos-sum sin-sum *-commutative
distribute-rgt-in distribute-lft-in associate-*l/ sin-diff sin-cos-mult unswap-sqr
Counts
4 → 59
Calls
4 calls:
5.0ms
(* (cos phi1) (sin phi2))
6.0ms
(* (* (sin phi1) (cos phi2)) (cos (- lambda1 lambda2)))
4.0ms
(sin (- lambda1 lambda2))
4.0ms
(cos (- lambda1 lambda2))

series177.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(* (cos phi1) (sin phi2))
91.0ms
(* (* (sin phi1) (cos phi2)) (cos (- lambda1 lambda2)))
20.0ms
(sin (- lambda1 lambda2))
22.0ms
(cos (- lambda1 lambda2))

simplify109.0ms

Algorithm
egg-herbie
Counts
71 → 71
Iterations

Useful iterations: 1 (7.0ms)

IterNodesCost
0286430
11077367
24907367
35001367

prune334.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 7.2b

localize36.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (cos phi1) (sin phi2))
0.2b
(* (cos lambda1) (sin (- lambda2)))
0.2b
(* (* (sin phi1) (cos phi2)) (cos (- lambda1 lambda2)))
4.2b
(cos (- lambda1 lambda2))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
13×pow1 add-exp-log add-sqr-sqrt add-cbrt-cube
add-cube-cbrt *-un-lft-identity associate-*r*
associate-*l*
pow-prod-down prod-exp cbrt-unprod
add-log-exp
cos-diff *-commutative
cos-sum unswap-sqr
distribute-rgt-in sub-neg distribute-lft-in associate-*l/ sin-neg distribute-rgt-neg-out sin-cos-mult
Counts
4 → 68
Calls
4 calls:
5.0ms
(* (cos phi1) (sin phi2))
5.0ms
(* (cos lambda1) (sin (- lambda2)))
6.0ms
(* (* (sin phi1) (cos phi2)) (cos (- lambda1 lambda2)))
4.0ms
(cos (- lambda1 lambda2))

series210.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* (cos phi1) (sin phi2))
55.0ms
(* (cos lambda1) (sin (- lambda2)))
90.0ms
(* (* (sin phi1) (cos phi2)) (cos (- lambda1 lambda2)))
18.0ms
(cos (- lambda1 lambda2))

simplify40.0ms

Algorithm
egg-herbie
Counts
80 → 80
Iterations

Useful iterations: 1 (9.0ms)

IterNodesCost
0338504
11347428
25001428

prune445.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.1b

localize36.0ms

Local error

Found 4 expressions with local error:

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

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-exp-log add-cbrt-cube
12×associate-*r*
11×add-cube-cbrt *-un-lft-identity
10×associate-*l*
pow-prod-down prod-exp cbrt-unprod
*-commutative sin-cos-mult add-log-exp
frac-times associate-*r/ sin-mult unswap-sqr
flip3-+ frac-add cos-mult flip-+
distribute-rgt-in distribute-lft-in associate-*l/ sin-neg distribute-rgt-neg-out
Counts
4 → 83
Calls
4 calls:
4.0ms
(* (cos phi1) (sin phi2))
5.0ms
(* (cos lambda1) (sin (- lambda2)))
5.0ms
(* (sin lambda1) (sin lambda2))
14.0ms
(* (* (sin phi1) (cos phi2)) (+ (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin lambda2))))

series319.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(* (cos phi1) (sin phi2))
55.0ms
(* (cos lambda1) (sin (- lambda2)))
45.0ms
(* (sin lambda1) (sin lambda2))
175.0ms
(* (* (sin phi1) (cos phi2)) (+ (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin lambda2))))

simplify69.0ms

Algorithm
egg-herbie
Counts
95 → 95
Iterations

Useful iterations: 1 (14.0ms)

IterNodesCost
0520808
12450699
25001699

prune567.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.1b

localize50.0ms

Local error

Found 4 expressions with local error:

0.3b
(pow (* (sin lambda1) (sin lambda2)) 3)
0.3b
(/ (* (* (sin phi1) (cos phi2)) (+ (pow (* (cos lambda1) (cos lambda2)) 3) (pow (* (sin lambda1) (sin lambda2)) 3))) (+ (* (* (cos lambda1) (cos lambda2)) (* (cos lambda1) (cos lambda2))) (- (* (* (sin lambda1) (sin lambda2)) (* (sin lambda1) (sin lambda2))) (* (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin lambda2))))))
0.4b
(* (* (cos lambda1) (cos lambda2)) (* (cos lambda1) (cos lambda2)))
0.5b
(pow (* (cos lambda1) (cos lambda2)) 3)

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
98×cos-mult
84×sin-mult
50×associate-*r/ frac-add associate-/r/
49×pow1
48×associate-*l/
44×frac-times
31×add-exp-log add-cbrt-cube
27×frac-sub
19×pow-prod-down
15×sub-div
13×prod-exp cbrt-unprod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-/l/
cube-div pow-unpow
pow-pow pow-exp pow-sqr pow-prod-up sin-cos-mult add-log-exp rem-cube-cbrt
cbrt-undiv flip3-- flip3-+ times-frac div-exp associate-/r* flip-- flip-+
cube-mult pow-to-exp unpow-prod-down pow-plus unpow3 cube-prod sqr-pow
pow2 frac-2neg swap-sqr associate-*r* associate-*l* clear-num *-commutative div-inv associate-/l*
Counts
4 → 163
Calls
4 calls:
5.0ms
(pow (* (sin lambda1) (sin lambda2)) 3)
45.0ms
(/ (* (* (sin phi1) (cos phi2)) (+ (pow (* (cos lambda1) (cos lambda2)) 3) (pow (* (sin lambda1) (sin lambda2)) 3))) (+ (* (* (cos lambda1) (cos lambda2)) (* (cos lambda1) (cos lambda2))) (- (* (* (sin lambda1) (sin lambda2)) (* (sin lambda1) (sin lambda2))) (* (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin lambda2))))))
9.0ms
(* (* (cos lambda1) (cos lambda2)) (* (cos lambda1) (cos lambda2)))
5.0ms
(pow (* (cos lambda1) (cos lambda2)) 3)

series943.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(pow (* (sin lambda1) (sin lambda2)) 3)
758.0ms
(/ (* (* (sin phi1) (cos phi2)) (+ (pow (* (cos lambda1) (cos lambda2)) 3) (pow (* (sin lambda1) (sin lambda2)) 3))) (+ (* (* (cos lambda1) (cos lambda2)) (* (cos lambda1) (cos lambda2))) (- (* (* (sin lambda1) (sin lambda2)) (* (sin lambda1) (sin lambda2))) (* (* (cos lambda1) (cos lambda2)) (* (sin lambda1) (sin lambda2))))))
60.0ms
(* (* (cos lambda1) (cos lambda2)) (* (cos lambda1) (cos lambda2)))
61.0ms
(pow (* (cos lambda1) (cos lambda2)) 3)

simplify67.0ms

Algorithm
egg-herbie
Counts
175 → 175
Iterations

Useful iterations: 1 (30.0ms)

IterNodesCost
012934502
150014261

prune1.0s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

regimes654.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
06949
19349
29449
39449

end0.0ms

sample8.3s

Algorithm
intervals
Results
6.1s4576×body1280valid
1.5s1968×body640valid
268.0ms587×body320valid
106.0ms672×body80valid
57.0ms197×body160valid