Details

Time bar (total: 16.0s)

sample131.0ms

Algorithm
intervals
Results
72.0ms146×body1280valid
22.0ms22×body2560valid
17.0ms57×body640valid
5.0ms21×body320valid
1.0msbody160valid
0.0msbody80valid

simplify24.0ms

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 41.5b

localize16.0ms

Local error

Found 2 expressions with local error:

1.3b
(- (cos (+ x eps)) (cos x))
4.2b
(cos (+ x eps))

rewrite72.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity add-log-exp
pow1 add-exp-log add-cube-cbrt cos-sum add-cbrt-cube
associate--l- sub-neg flip3-- diff-log flip-- diff-cos distribute-lft-out-- difference-of-squares
Counts
2 → 24
Calls
2 calls:
60.0ms
(- (cos (+ x eps)) (cos x))
10.0ms
(cos (+ x eps))

series103.0ms

Counts
2 → 6
Calls
2 calls:
73.0ms
(- (cos (+ x eps)) (cos x))
30.0ms
(cos (+ x eps))

simplify1.2s

Counts
30 → 30

prune139.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 14.7b

localize30.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (cos x) (cos eps))
0.1b
(+ (* (sin x) (sin eps)) (cos x))
0.2b
(* (sin x) (sin eps))
2.0b
(- (* (cos x) (cos eps)) (+ (* (sin x) (sin eps)) (cos x)))

rewrite88.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
11×add-log-exp
pow1 add-exp-log add-cube-cbrt *-un-lft-identity add-cbrt-cube
associate-*r* associate-*l*
cos-mult
flip3-+ diff-log pow-prod-down prod-exp sum-log *-commutative frac-sub cbrt-unprod flip-+ unswap-sqr
+-commutative sub-neg flip3-- flip-- sin-mult associate--r+
Counts
4 → 65
Calls
4 calls:
11.0ms
(* (cos x) (cos eps))
13.0ms
(+ (* (sin x) (sin eps)) (cos x))
18.0ms
(* (sin x) (sin eps))
45.0ms
(- (* (cos x) (cos eps)) (+ (* (sin x) (sin eps)) (cos x)))

series393.0ms

Counts
4 → 12
Calls
4 calls:
61.0ms
(* (cos x) (cos eps))
66.0ms
(+ (* (sin x) (sin eps)) (cos x))
66.0ms
(* (sin x) (sin eps))
199.0ms
(- (* (cos x) (cos eps)) (+ (* (sin x) (sin eps)) (cos x)))

simplify741.0ms

Counts
77 → 77

prune370.0ms

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 14.6b

localize16.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (cos x) (cos eps))
0.1b
(- (* (cos x) (cos eps)) (* (sin x) (sin eps)))
0.2b
(* (sin x) (sin eps))
2.0b
(- (- (* (cos x) (cos eps)) (* (sin x) (sin eps))) (cos x))

rewrite114.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
11×add-log-exp
10×*-un-lft-identity
pow1 add-exp-log add-cube-cbrt add-cbrt-cube
associate-*r* associate-*l*
diff-log
sub-neg cos-mult sin-mult
flip3-- pow-prod-down prod-exp associate--l+ *-commutative flip-- cbrt-unprod unswap-sqr
associate--l- frac-sub distribute-lft-out-- sub-div difference-of-squares
Counts
4 → 70
Calls
4 calls:
11.0ms
(* (cos x) (cos eps))
19.0ms
(- (* (cos x) (cos eps)) (* (sin x) (sin eps)))
12.0ms
(* (sin x) (sin eps))
70.0ms
(- (- (* (cos x) (cos eps)) (* (sin x) (sin eps))) (cos x))

series402.0ms

Counts
4 → 12
Calls
4 calls:
51.0ms
(* (cos x) (cos eps))
112.0ms
(- (* (cos x) (cos eps)) (* (sin x) (sin eps)))
62.0ms
(* (sin x) (sin eps))
176.0ms
(- (- (* (cos x) (cos eps)) (* (sin x) (sin eps))) (cos x))

simplify1.8s

Counts
82 → 82

prune414.0ms

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 14.6b

localize21.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin x) (sin eps))
0.3b
(pow (* (sin x) (sin eps)) 3)
2.0b
(- (- (* (cos x) (cos eps)) (cbrt (pow (* (sin x) (sin eps)) 3))) (cos x))
28.2b
(cbrt (pow (* (sin x) (sin eps)) 3))

rewrite129.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
10×*-un-lft-identity
pow1 add-exp-log add-cbrt-cube add-log-exp
cbrt-prod add-cube-cbrt
pow-unpow diff-log associate-*r* associate-*l* sin-mult
cube-div cube-mult sub-neg unpow-prod-down pow-pow unpow3 cube-prod pow-prod-down pow-exp prod-exp associate--l+ cbrt-unprod rem-cube-cbrt sqr-pow
associate--l- pow-to-exp cbrt-div flip3-- pow1/3 *-commutative flip-- rem-cbrt-cube distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 78
Calls
4 calls:
14.0ms
(* (sin x) (sin eps))
9.0ms
(pow (* (sin x) (sin eps)) 3)
99.0ms
(- (- (* (cos x) (cos eps)) (cbrt (pow (* (sin x) (sin eps)) 3))) (cos x))
5.0ms
(cbrt (pow (* (sin x) (sin eps)) 3))

series479.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(* (sin x) (sin eps))
92.0ms
(pow (* (sin x) (sin eps)) 3)
220.0ms
(- (- (* (cos x) (cos eps)) (cbrt (pow (* (sin x) (sin eps)) 3))) (cos x))
84.0ms
(cbrt (pow (* (sin x) (sin eps)) 3))

simplify728.0ms

Counts
90 → 90

prune377.0ms

Pruning

18 alts after pruning (17 fresh and 1 done)

Merged error: 14.6b

regimes284.0ms

Accuracy

84.3% (1.6b remaining)

Error of 16.4b against oracle of 14.8b and baseline of 24.9b

bsearch169.0ms

Steps
ItersRangePoint
9
5.617255490710578e-12
0.0026080803058150265
1.8759082039949294e-09
6
-1.7104155354788486e-05
-1.486794689715045e-06
-1.7256400847951869e-06

simplify1.1s

end0.0ms

sample6.6s

Algorithm
intervals
Results
3.7s4490×body1280valid
1.3s1828×body640valid
1.0s641×body2560valid
171.0ms666×body320valid
102.0ms281×body160valid
9.0ms94×body80valid