Details

Time bar (total: 34.5s)

sample356.0ms

Algorithm
intervals
Results
127.0ms92×body2560valid
94.0ms53×body10240exit
84.0ms108×body1280valid
14.0ms30×body640valid
8.0ms309×pre80true
2.0msbody320valid
2.0ms17×body80valid
1.0msbody160valid

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done5000
52045
4572
3224
295
140
017

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 59.8b

localize39.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (* b eps))
2.7b
(- (exp (* a eps)) 1.0)
3.6b
(- (exp (* b eps)) 1.0)
5.6b
(- (exp (* (+ a b) eps)) 1.0)

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
12×add-log-exp
10×add-sqr-sqrt *-un-lft-identity
pow1 add-cbrt-cube add-exp-log add-cube-cbrt
sub-neg flip3-- diff-log flip-- distribute-lft-out-- difference-of-squares
exp-prod exp-to-pow rem-exp-log
Counts
4 → 52
Calls
4 calls:
3.0ms
(exp (* b eps))
9.0ms
(- (exp (* a eps)) 1.0)
9.0ms
(- (exp (* b eps)) 1.0)
10.0ms
(- (exp (* (+ a b) eps)) 1.0)

series180.0ms

Counts
4 → 12
Calls
4 calls:
14.0ms
(exp (* b eps))
49.0ms
(- (exp (* a eps)) 1.0)
49.0ms
(- (exp (* b eps)) 1.0)
68.0ms
(- (exp (* (+ a b) eps)) 1.0)

simplify1.5s

Counts
64 → 64
Iterations
IterNodes
done5000
32335
2657
1248
0114

prune472.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 49.8b

localize120.0ms

Local error

Found 4 expressions with local error:

2.7b
(- (exp (* a eps)) 1.0)
3.9b
(/ (* eps (- (exp (* (+ a b) eps)) 1.0)) (* (- (exp (* a eps)) 1.0) (+ (+ (* eps b) (/ (* (* eps b) (* eps b)) 2)) (* (* 1/6 b) (* eps (* (* eps b) (* eps b)))))))
4.4b
(* (* 1/6 b) (* eps (* (* eps b) (* eps b))))
5.6b
(- (exp (* (+ a b) eps)) 1.0)

rewrite438.0ms

Algorithm
rewrite-expression-head
Rules
72×add-cbrt-cube add-exp-log
60×pow1
48×prod-exp cbrt-unprod
44×pow-prod-down
add-sqr-sqrt *-un-lft-identity associate-/r/ add-log-exp
flip3-- flip--
frac-times cbrt-undiv div-exp associate-*r/ add-cube-cbrt
flip3-+ flip-+
sub-neg diff-log associate-*l/ distribute-lft-out-- difference-of-squares associate-/l/
clear-num associate-/r* frac-2neg times-frac associate-*r* associate-*l* *-commutative div-inv associate-/l*
Counts
4 → 105
Calls
4 calls:
10.0ms
(- (exp (* a eps)) 1.0)
175.0ms
(/ (* eps (- (exp (* (+ a b) eps)) 1.0)) (* (- (exp (* a eps)) 1.0) (+ (+ (* eps b) (/ (* (* eps b) (* eps b)) 2)) (* (* 1/6 b) (* eps (* (* eps b) (* eps b)))))))
237.0ms
(* (* 1/6 b) (* eps (* (* eps b) (* eps b))))
11.0ms
(- (exp (* (+ a b) eps)) 1.0)

series2.5s

Counts
4 → 12
Calls
4 calls:
54.0ms
(- (exp (* a eps)) 1.0)
2.3s
(/ (* eps (- (exp (* (+ a b) eps)) 1.0)) (* (- (exp (* a eps)) 1.0) (+ (+ (* eps b) (/ (* (* eps b) (* eps b)) 2)) (* (* 1/6 b) (* eps (* (* eps b) (* eps b)))))))
83.0ms
(* (* 1/6 b) (* eps (* (* eps b) (* eps b))))
62.0ms
(- (exp (* (+ a b) eps)) 1.0)

simplify4.3s

Counts
117 → 117
Iterations
IterNodes
done5002
24557
1886
0271

prune753.0ms

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 1 expressions with local error:

0.0b
(+ (/ 1 a) (/ 1 b))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity
distribute-lft-out
times-frac
div-inv
add-sqr-sqrt add-cube-cbrt add-log-exp
pow1 +-commutative sum-log flip3-+ add-cbrt-cube frac-add add-exp-log flip-+
Counts
1 → 19
Calls
1 calls:
21.0ms
(+ (/ 1 a) (/ 1 b))

series19.0ms

Counts
1 → 3
Calls
1 calls:
19.0ms
(+ (/ 1 a) (/ 1 b))

simplify3.4s

Counts
22 → 22
Iterations
IterNodes
done5000
53767
41436
3568
2270
1102
040

prune147.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 1 expressions with local error:

14.9b
(/ (+ a b) (* a b))

rewrite38.0ms

Algorithm
rewrite-expression-head
Rules
*-un-lft-identity
add-cbrt-cube add-exp-log
times-frac associate-/l*
add-sqr-sqrt add-cube-cbrt
cbrt-undiv div-exp distribute-lft-out associate-/l/
pow1 clear-num associate-/r* frac-2neg flip3-+ prod-exp cbrt-unprod flip-+ div-inv add-log-exp
Counts
1 → 25
Calls
1 calls:
36.0ms
(/ (+ a b) (* a b))

series54.0ms

Counts
1 → 3
Calls
1 calls:
54.0ms
(/ (+ a b) (* a b))

simplify3.3s

Counts
28 → 28
Iterations
IterNodes
done5000
31576
2465
1145
055

prune178.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.0b

regimes263.0ms

Accuracy

90.5% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 3.3b

bsearch3.0ms

simplify6.0ms

Iterations
IterNodes
done39
139
027

end0.0ms

sample14.8s

Algorithm
intervals
Results
4.5s3434×body1280valid
4.2s2558×body2560valid
3.4s1964×body10240exit
849.0ms444×body80valid
672.0ms1098×body640valid
392.0ms9968×pre80true
239.0ms346×body320valid
29.0ms124×body160valid