Details

Time bar (total: 16.0s)

sample101.0ms

Algorithm
intervals
Results
52.0ms87×body1280valid
18.0ms46×body640valid
9.0ms23×body2560valid
6.0ms28×body320valid
4.0ms65×body80valid
1.0msbody160valid

simplify6.0ms

Counts
1 → 1
Iterations
IterNodes
done11
111
07

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 54.2b

localize22.0ms

Local error

Found 3 expressions with local error:

0.9b
(+ x (sqrt (+ (* x x) 1)))
1.7b
(log (+ x (sqrt (+ (* x x) 1))))
14.2b
(sqrt (+ (* x x) 1))

rewrite47.0ms

Algorithm
rewrite-expression-head
Rules
*-un-lft-identity
add-sqr-sqrt
pow1 add-cube-cbrt add-log-exp
log-prod add-exp-log
flip3-+ add-cbrt-cube sqrt-prod flip-+ insert-posit16
log-div sqrt-div distribute-lft-out
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2 rem-log-exp log-pow
Counts
3 → 45
Calls
3 calls:
13.0ms
(+ x (sqrt (+ (* x x) 1)))
26.0ms
(log (+ x (sqrt (+ (* x x) 1))))
7.0ms
(sqrt (+ (* x x) 1))

series692.0ms

Counts
3 → 9
Calls
3 calls:
72.0ms
(+ x (sqrt (+ (* x x) 1)))
568.0ms
(log (+ x (sqrt (+ (* x x) 1))))
51.0ms
(sqrt (+ (* x x) 1))

simplify1.7s

Counts
54 → 54
Iterations
IterNodes
done5000
31978
2707
1273
0121

prune264.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(* 3/40 (pow x 5))
0.1b
(* (* x x) x)
0.1b
(* (* (* x x) x) 1/6)
18.0b
(+ (- x (* (* (* x x) x) 1/6)) (* 3/40 (pow x 5)))

rewrite122.0ms

Algorithm
rewrite-expression-head
Rules
32×pow1
23×add-exp-log
20×add-cbrt-cube
15×add-sqr-sqrt
13×associate-*r*
12×prod-exp
10×cbrt-unprod
*-un-lft-identity pow-prod-down add-cube-cbrt add-log-exp
pow-plus pow-prod-up
associate-*l*
unpow-prod-down insert-posit16 unswap-sqr
*-commutative
pow2 associate-+l+ sum-log pow-sqr sqr-pow
pow-to-exp +-commutative sub-neg flip3-+ diff-log pow3 pow-exp associate-+l- flip-+
Counts
4 → 93
Calls
4 calls:
8.0ms
(* 3/40 (pow x 5))
16.0ms
(* (* x x) x)
65.0ms
(* (* (* x x) x) 1/6)
32.0ms
(+ (- x (* (* (* x x) x) 1/6)) (* 3/40 (pow x 5)))

series295.0ms

Counts
4 → 12
Calls
4 calls:
93.0ms
(* 3/40 (pow x 5))
47.0ms
(* (* x x) x)
65.0ms
(* (* (* x x) x) 1/6)
90.0ms
(+ (- x (* (* (* x x) x) 1/6)) (* 3/40 (pow x 5)))

simplify2.9s

Counts
105 → 105
Iterations
IterNodes
done5001
33928
2964
1330
0134

prune284.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ 1/16 (pow x 5))
0.5b
(/ 1/8 (* (* x x) x))
11.4b
(log (- (/ -1/2 x) (- (/ 1/16 (pow x 5)) (/ 1/8 (* (* x x) x)))))
21.5b
(- (/ 1/16 (pow x 5)) (/ 1/8 (* (* x x) x)))

rewrite133.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt
30×*-un-lft-identity
28×times-frac
23×add-cube-cbrt
19×add-exp-log
15×add-cbrt-cube
13×unpow-prod-down
associate-/r*
log-prod
div-exp associate-/l* add-log-exp difference-of-squares
pow1 log-div frac-sub sqr-pow
cbrt-undiv insert-posit16 distribute-lft-out--
flip3-- prod-exp cbrt-unprod flip--
clear-num frac-2neg div-inv
pow-to-exp sub-neg diff-log rem-log-exp pow-exp log-pow
Counts
4 → 111
Calls
4 calls:
8.0ms
(/ 1/16 (pow x 5))
14.0ms
(/ 1/8 (* (* x x) x))
79.0ms
(log (- (/ -1/2 x) (- (/ 1/16 (pow x 5)) (/ 1/8 (* (* x x) x)))))
29.0ms
(- (/ 1/16 (pow x 5)) (/ 1/8 (* (* x x) x)))

series538.0ms

Counts
4 → 12
Calls
4 calls:
78.0ms
(/ 1/16 (pow x 5))
96.0ms
(/ 1/8 (* (* x x) x))
145.0ms
(log (- (/ -1/2 x) (- (/ 1/16 (pow x 5)) (/ 1/8 (* (* x x) x)))))
219.0ms
(- (/ 1/16 (pow x 5)) (/ 1/8 (* (* x x) x)))

simplify1.6s

Counts
123 → 123
Iterations
IterNodes
done5199
22093
1591
0263

prune443.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ 1/2 x) (/ 1/8 (* (* x x) x)))
0.1b
(* (* x x) x)
0.5b
(/ 1/8 (* (* x x) x))
10.0b
(log (+ x (+ x (- (/ 1/2 x) (/ 1/8 (* (* x x) x))))))

rewrite235.0ms

Algorithm
rewrite-expression-head
Rules
24×pow1
19×*-un-lft-identity add-exp-log
18×add-cbrt-cube
14×add-sqr-sqrt
add-cube-cbrt
log-prod pow-plus prod-exp pow-prod-up cbrt-unprod add-log-exp
distribute-lft-out
times-frac insert-posit16
cbrt-undiv div-exp associate-*r* pow-prod-down associate-/l*
pow2 log-div pow-sqr distribute-lft-out-- difference-of-squares
clear-num associate-/r* sub-neg frac-2neg flip3-+ flip3-- diff-log rem-log-exp associate-*l* pow3 log-pow *-commutative frac-sub flip-+ div-inv flip-- unswap-sqr
Counts
4 → 88
Calls
4 calls:
21.0ms
(- (/ 1/2 x) (/ 1/8 (* (* x x) x)))
19.0ms
(* (* x x) x)
14.0ms
(/ 1/8 (* (* x x) x))
180.0ms
(log (+ x (+ x (- (/ 1/2 x) (/ 1/8 (* (* x x) x))))))

series397.0ms

Counts
4 → 12
Calls
4 calls:
156.0ms
(- (/ 1/2 x) (/ 1/8 (* (* x x) x)))
64.0ms
(* (* x x) x)
54.0ms
(/ 1/8 (* (* x x) x))
123.0ms
(log (+ x (+ x (- (/ 1/2 x) (/ 1/8 (* (* x x) x))))))

simplify1.8s

Counts
100 → 100
Iterations
IterNodes
done5001
21462
1421
0170

prune384.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes133.0ms

Accuracy

99.2% (0.2b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 31.6b

bsearch160.0ms

Steps
ItersRangePoint
11
4.21785760657603e-35
57.56933376468871
0.9540314055762552
9
-34.11472770615283
-3.67231414207575e-08
-1.0840635159626253

simplify7.0ms

Iterations
IterNodes
done38
138
032

end0.0ms

sample3.5s

Algorithm
intervals
Results
1.9s2352×body1280valid
697.0ms1515×body640valid
342.0ms786×body2560valid
198.0ms773×body320valid
162.0ms2138×body80valid
56.0ms436×body160valid