Details

Time bar (total: 15.7s)

sample149.0ms

Algorithm
intervals
Results
83.0ms106×body1280valid
23.0ms52×body640valid
12.0ms11×body2560valid
9.0ms28×body320valid
4.0ms44×body80valid
3.0ms15×body160valid

simplify8.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
067
197
2107
done107

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.9b

localize20.0ms

Local error

Found 2 expressions with local error:

1.7b
(- (sin (+ x eps)) (sin x))
3.7b
(sin (+ x eps))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity add-log-exp
pow1 add-exp-log add-cube-cbrt sin-sum add-cbrt-cube
sub-neg flip3-- diff-log diff-sin associate--l+ flip-- distribute-lft-out-- difference-of-squares
Counts
2 → 24
Calls
2 calls:
86.0ms
(- (sin (+ x eps)) (sin x))
21.0ms
(sin (+ x eps))

series111.0ms

Counts
2 → 6
Calls
2 calls:
78.0ms
(- (sin (+ x eps)) (sin x))
33.0ms
(sin (+ x eps))

simplify1.0s

Counts
30 → 30
Iterations

Useful iterations: done (1.0s)

IterNodesCost
064309
1135295
2381281
31453275
done5000271

prune122.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.3b

localize16.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ x eps) x)
0.2b
(* (sin (/ eps 2)) (cos (/ (+ (+ x eps) x) 2)))
3.6b
(cos (/ (+ (+ x eps) x) 2))

rewrite122.0ms

Algorithm
rewrite-expression-head
Rules
10×*-un-lft-identity
add-log-exp
add-sqr-sqrt
pow1 add-exp-log add-cube-cbrt add-cbrt-cube
associate-*r* associate-*l* sum-log distribute-lft-out
+-commutative associate-+l+ flip3-+ pow-prod-down prod-exp *-commutative sin-cos-mult cbrt-unprod flip-+ unswap-sqr
Counts
3 → 41
Calls
3 calls:
44.0ms
(+ (+ x eps) x)
21.0ms
(* (sin (/ eps 2)) (cos (/ (+ (+ x eps) x) 2)))
55.0ms
(cos (/ (+ (+ x eps) x) 2))

series123.0ms

Counts
3 → 9
Calls
3 calls:
32.0ms
(+ (+ x eps) x)
64.0ms
(* (sin (/ eps 2)) (cos (/ (+ (+ x eps) x) 2)))
27.0ms
(cos (/ (+ (+ x eps) x) 2))

simplify602.0ms

Counts
50 → 50
Iterations

Useful iterations: done (599.0ms)

IterNodesCost
091656
1219646
2982568
done5000552

prune229.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.3b

localize36.0ms

Local error

Found 4 expressions with local error:

0.1b
(exp (cos (/ (+ (+ x eps) x) 2)))
0.2b
(* (sin (/ eps 2)) (log (exp (cos (/ (+ (+ x eps) x) 2)))))
0.5b
(log (exp (cos (/ (+ (+ x eps) x) 2))))
3.6b
(cos (/ (+ (+ x eps) x) 2))

rewrite353.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
12×add-cube-cbrt *-un-lft-identity
log-prod exp-prod
pow1 log-pow
associate-*r*
add-exp-log add-cbrt-cube
add-log-exp
distribute-rgt-in distribute-lft-in associate-*l*
rem-log-exp pow-prod-down prod-exp *-commutative cbrt-unprod rem-exp-log unswap-sqr
Counts
4 → 61
Calls
4 calls:
73.0ms
(exp (cos (/ (+ (+ x eps) x) 2)))
113.0ms
(* (sin (/ eps 2)) (log (exp (cos (/ (+ (+ x eps) x) 2)))))
111.0ms
(log (exp (cos (/ (+ (+ x eps) x) 2))))
52.0ms
(cos (/ (+ (+ x eps) x) 2))

series227.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(exp (cos (/ (+ (+ x eps) x) 2)))
71.0ms
(* (sin (/ eps 2)) (log (exp (cos (/ (+ (+ x eps) x) 2)))))
44.0ms
(log (exp (cos (/ (+ (+ x eps) x) 2))))
49.0ms
(cos (/ (+ (+ x eps) x) 2))

simplify3.3s

Counts
73 → 73
Iterations

Useful iterations: 3 (912.0ms)

IterNodesCost
01071191
12271093
2807951
34205931
done5000931

prune378.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0.3b

localize45.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin (/ eps 2)) (cbrt (pow (cos (/ (+ (+ x eps) x) 2)) 3)))
0.4b
(cbrt (pow (cos (/ (+ (+ x eps) x) 2)) 3))
0.5b
(pow (cos (/ (+ (+ x eps) x) 2)) 3)
3.6b
(cos (/ (+ (+ x eps) x) 2))

rewrite113.0ms

Algorithm
rewrite-expression-head
Rules
28×cbrt-prod
24×add-sqr-sqrt
15×add-cube-cbrt *-un-lft-identity associate-*r*
10×unpow-prod-down cube-prod
pow1 add-exp-log
add-cbrt-cube
unswap-sqr
add-log-exp sqr-pow
cube-mult pow-unpow unpow3 associate-*l*
pow-to-exp pow-pow pow1/3 pow-prod-down pow-exp prod-exp *-commutative rem-cbrt-cube cbrt-unprod rem-cube-cbrt
Counts
4 → 85
Calls
4 calls:
25.0ms
(* (sin (/ eps 2)) (cbrt (pow (cos (/ (+ (+ x eps) x) 2)) 3)))
2.0ms
(cbrt (pow (cos (/ (+ (+ x eps) x) 2)) 3))
3.0ms
(pow (cos (/ (+ (+ x eps) x) 2)) 3)
78.0ms
(cos (/ (+ (+ x eps) x) 2))

series239.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(* (sin (/ eps 2)) (cbrt (pow (cos (/ (+ (+ x eps) x) 2)) 3)))
32.0ms
(cbrt (pow (cos (/ (+ (+ x eps) x) 2)) 3))
97.0ms
(pow (cos (/ (+ (+ x eps) x) 2)) 3)
46.0ms
(cos (/ (+ (+ x eps) x) 2))

simplify2.1s

Counts
97 → 97
Iterations

Useful iterations: done (2.1s)

IterNodesCost
01171733
12991463
218251279
done50011263

prune342.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.3b

regimes186.0ms

Accuracy

99.5% (0.1b remaining)

Error of 0.4b against oracle of 0.4b and baseline of 15.0b

bsearch218.0ms

Steps
ItersRangePoint
10
5.105604430862771e-28
2.9767731294600714e-09
2.9200806353561473e-09
11
-3.317152845340719e+16
-2.9526231381329305e-09
-1.0387684299316812e-08

simplify6.0ms

Iterations

Useful iterations: 1 (4.0ms)

IterNodesCost
02551
13538
done3538

end0.0ms

sample5.5s

Algorithm
intervals
Results
2.4s3365×body1280valid
1.1s648×body2560valid
812.0ms1771×body640valid
486.0ms348×body160valid
223.0ms773×body320valid
204.0ms1095×body80valid