Details

Time bar (total: 9.1s)

sample157.0ms

Algorithm
intervals
Results
78.0ms133×body1280valid
31.0ms23×body2560valid
27.0ms68×body640valid
5.0ms21×body320valid
2.0msbody160valid
0.0msbody80valid

simplify2.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 39.0b

localize39.0ms

Local error

Found 2 expressions with local error:

1.6b
(- (cos (+ x eps)) (cos x))
3.3b
(cos (+ x eps))

rewrite28.0ms

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:
15.0ms
(- (cos (+ x eps)) (cos x))
12.0ms
(cos (+ x eps))

series81.0ms

Counts
2 → 6
Calls
2 calls:
63.0ms
(- (cos (+ x eps)) (cos x))
18.0ms
(cos (+ x eps))

simplify108.0ms

Counts
30 → 30

prune93.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 15.1b

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))
2.7b
(- (- (* (cos x) (cos eps)) (* (sin x) (sin eps))) (cos x))

rewrite112.0ms

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)))
15.0ms
(* (sin x) (sin eps))
66.0ms
(- (- (* (cos x) (cos eps)) (* (sin x) (sin eps))) (cos x))

series339.0ms

Counts
4 → 12
Calls
4 calls:
49.0ms
(* (cos x) (cos eps))
93.0ms
(- (* (cos x) (cos eps)) (* (sin x) (sin eps)))
51.0ms
(* (sin x) (sin eps))
146.0ms
(- (- (* (cos x) (cos eps)) (* (sin x) (sin eps))) (cos x))

simplify108.0ms

Counts
82 → 82

prune241.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 15.0b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (cos eps) (cos x))
0.2b
(+ (* (sin x) (sin eps)) (cos x))
0.2b
(* (sin x) (sin eps))
2.6b
(- (* (cos eps) (cos x)) (+ (* (sin x) (sin eps)) (cos x)))

rewrite70.0ms

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 eps) (cos x))
17.0ms
(+ (* (sin x) (sin eps)) (cos x))
12.0ms
(* (sin x) (sin eps))
28.0ms
(- (* (cos eps) (cos x)) (+ (* (sin x) (sin eps)) (cos x)))

series311.0ms

Counts
4 → 12
Calls
4 calls:
51.0ms
(* (cos eps) (cos x))
55.0ms
(+ (* (sin x) (sin eps)) (cos x))
55.0ms
(* (sin x) (sin eps))
150.0ms
(- (* (cos eps) (cos x)) (+ (* (sin x) (sin eps)) (cos x)))

simplify40.0ms

Counts
77 → 77

prune299.0ms

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 14.9b

localize31.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* (sin x) (sin eps)) (* (sin x) (sin eps)))
0.4b
(/ (- (* (* (cos x) (cos eps)) (* (cos x) (cos eps))) (* (* (sin x) (sin eps)) (* (sin x) (sin eps)))) (+ (* (cos x) (cos eps)) (* (sin x) (sin eps))))
0.4b
(* (* (cos x) (cos eps)) (* (cos x) (cos eps)))
3.1b
(- (/ (- (* (* (cos x) (cos eps)) (* (cos x) (cos eps))) (* (* (sin x) (sin eps)) (* (sin x) (sin eps)))) (+ (* (cos x) (cos eps)) (* (sin x) (sin eps)))) (cos x))

rewrite517.0ms

Algorithm
rewrite-expression-head
Rules
82×pow1
34×pow-prod-down
30×add-exp-log add-cbrt-cube
23×cos-mult sin-mult
18×add-sqr-sqrt
16×prod-exp cbrt-unprod associate-/l/
15×*-un-lft-identity
13×add-cube-cbrt times-frac
12×associate-*r/ associate-*l/
10×frac-times
frac-sub
pow-sqr pow-prod-up
add-log-exp difference-of-squares
sub-div
pow-plus associate-/l*
associate-/r* associate-/r/
pow2 flip3-- div-sub swap-sqr associate-*r* associate-*l* *-commutative flip--
cbrt-undiv associate--l- sub-neg frac-2neg flip3-+ diff-log div-exp frac-add clear-num flip-+ div-inv distribute-lft-out--
Counts
4 → 141
Calls
4 calls:
47.0ms
(* (* (sin x) (sin eps)) (* (sin x) (sin eps)))
138.0ms
(/ (- (* (* (cos x) (cos eps)) (* (cos x) (cos eps))) (* (* (sin x) (sin eps)) (* (sin x) (sin eps)))) (+ (* (cos x) (cos eps)) (* (sin x) (sin eps))))
43.0ms
(* (* (cos x) (cos eps)) (* (cos x) (cos eps)))
282.0ms
(- (/ (- (* (* (cos x) (cos eps)) (* (cos x) (cos eps))) (* (* (sin x) (sin eps)) (* (sin x) (sin eps)))) (+ (* (cos x) (cos eps)) (* (sin x) (sin eps)))) (cos x))

series798.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(* (* (sin x) (sin eps)) (* (sin x) (sin eps)))
238.0ms
(/ (- (* (* (cos x) (cos eps)) (* (cos x) (cos eps))) (* (* (sin x) (sin eps)) (* (sin x) (sin eps)))) (+ (* (cos x) (cos eps)) (* (sin x) (sin eps))))
66.0ms
(* (* (cos x) (cos eps)) (* (cos x) (cos eps)))
428.0ms
(- (/ (- (* (* (cos x) (cos eps)) (* (cos x) (cos eps))) (* (* (sin x) (sin eps)) (* (sin x) (sin eps)))) (+ (* (cos x) (cos eps)) (* (sin x) (sin eps)))) (cos x))

simplify94.0ms

Counts
153 → 153

prune480.0ms

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 14.8b

regimes269.0ms

Accuracy

86.9% (1.3b remaining)

Error of 16.1b against oracle of 14.8b and baseline of 24.8b

bsearch164.0ms

Steps
ItersRangePoint
8
3.575792316059662e-18
1.649898981639998e-13
1.6156583390350057e-13
9
-0.00011609448734148344
-5.303706873968246e-11
-2.0905327211684276e-05

simplify1.0ms

end0.0ms

sample4.7s

Algorithm
intervals
Results
2.5s4496×body1280valid
985.0ms624×body2560valid
660.0ms1860×body640valid
197.0ms664×body320valid
76.0ms291×body160valid
4.0ms65×body80valid