Details

Time bar (total: 12.6s)

sample101.0ms

Algorithm
intervals
Results
55.0ms69×body1280valid
19.0ms52×body640valid
7.0ms33×body320valid
4.0ms88×body80valid
3.0ms85×body80nan
2.0ms14×body160valid

simplify4.0ms

Counts
1 → 1
Iterations
IterNodes
25
15
04

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 39.7b

localize12.0ms

Local error

Found 1 expressions with local error:

5.0b
(log (+ 1 x))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
log-prod *-un-lft-identity
add-sqr-sqrt pow1 log-div add-exp-log add-cube-cbrt
flip3-+ add-cbrt-cube rem-log-exp log-pow flip-+ insert-posit16 distribute-lft-out add-log-exp
Counts
1 → 16
Calls
1 calls:
6.0ms
(log (+ 1 x))

series36.0ms

Counts
1 → 3
Calls
1 calls:
36.0ms
(log (+ 1 x))

simplify1.1s

Counts
19 → 19
Iterations
IterNodes
52892
41038
3435
2208
1105
055

prune174.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 2 expressions with local error:

0.1b
(* (* x x) (- (* 1/3 x) 1/2))
0.3b
(* 1/3 x)

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt
associate-*r*
*-un-lft-identity add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp unswap-sqr
flip3-- flip--
Counts
2 → 45
Calls
2 calls:
68.0ms
(* (* x x) (- (* 1/3 x) 1/2))
10.0ms
(* 1/3 x)

series145.0ms

Counts
2 → 6
Calls
2 calls:
120.0ms
(* (* x x) (- (* 1/3 x) 1/2))
24.0ms
(* 1/3 x)

simplify1.1s

Counts
51 → 51
Iterations
IterNodes
32254
2617
1222
081

prune414.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize40.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (* x x) x)
0.3b
(- (log (+ 1 (* (* x x) x))) (log (- 1 (- x (* x x)))))
15.0b
(log (+ 1 (* (* x x) x)))
17.1b
(log (- 1 (- x (* x x))))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
29×pow1
19×*-un-lft-identity
18×add-sqr-sqrt log-prod
11×add-exp-log
add-cbrt-cube add-cube-cbrt
log-div
pow-plus log-pow pow-prod-up associate--r+ distribute-lft-out--
difference-of-squares
insert-posit16 add-log-exp
flip3-- associate-*r* pow-prod-down prod-exp associate--l+ cbrt-unprod flip--
associate--l- pow2 flip3-+ rem-log-exp pow-sqr flip-+ associate--r-
sub-neg diff-log associate-*l* pow3 *-commutative unswap-sqr
Counts
4 → 93
Calls
4 calls:
26.0ms
(* (* x x) x)
17.0ms
(- (log (+ 1 (* (* x x) x))) (log (- 1 (- x (* x x)))))
3.0ms
(log (+ 1 (* (* x x) x)))
10.0ms
(log (- 1 (- x (* x x))))

series622.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(* (* x x) x)
89.0ms
(- (log (+ 1 (* (* x x) x))) (log (- 1 (- x (* x x)))))
449.0ms
(log (+ 1 (* (* x x) x)))
49.0ms
(log (- 1 (- x (* x x))))

simplify1.4s

Counts
105 → 105
Iterations
IterNodes
32612
2978
1405
0184

prune791.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize61.0ms

Local error

Found 4 expressions with local error:

5.6b
(sqrt (+ 1 (* (* x x) x)))
9.2b
(log (sqrt (+ 1 (* (* x x) x))))
9.2b
(log (sqrt (+ 1 (* (* x x) x))))
17.1b
(log (- 1 (- x (* x x))))

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
18×log-prod
14×add-sqr-sqrt
13×*-un-lft-identity
10×pow1 add-cube-cbrt
sqrt-prod
add-exp-log log-pow
log-div sqrt-div
add-cbrt-cube insert-posit16 add-log-exp
sqrt-pow1 flip3-+ pow1/2 rem-log-exp flip-+
difference-of-squares
rem-sqrt-square flip3-- flip-- distribute-lft-out--
Counts
4 → 74
Calls
4 calls:
7.0ms
(sqrt (+ 1 (* (* x x) x)))
6.0ms
(log (sqrt (+ 1 (* (* x x) x))))
6.0ms
(log (sqrt (+ 1 (* (* x x) x))))
21.0ms
(log (- 1 (- x (* x x))))

series939.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(sqrt (+ 1 (* (* x x) x)))
435.0ms
(log (sqrt (+ 1 (* (* x x) x))))
407.0ms
(log (sqrt (+ 1 (* (* x x) x))))
52.0ms
(log (- 1 (- x (* x x))))

simplify1.6s

Counts
86 → 86
Iterations
IterNodes
32280
2776
1309
0147

prune700.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes100.0ms

Accuracy

99.3% (0.1b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 20.5b

bsearch2.0ms

simplify2.0ms

Iterations
IterNodes
218
118
014

end0.0ms

sample3.0s

Algorithm
intervals
Results
1.6s2227×body1280valid
680.0ms1707×body640valid
178.0ms879×body320valid
168.0ms2777×body80valid
145.0ms2567×body80nan
49.0ms410×body160valid