Details

Time bar (total: 14.9s)

sample118.0ms

Algorithm
intervals
Results
56.0ms62×body1280valid
32.0ms61×body640valid
5.0ms22×body320valid
5.0ms92×body80valid
4.0ms102×body80nan
3.0ms19×body160valid

simplify13.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
13.0ms
(log (+ 1 x))

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 38.7b

localize11.0ms

Local error

Found 1 expressions with local error:

5.1b
(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:
Slowest
6.0ms
(log (+ 1 x))

series39.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
39.0ms
(log (+ 1 x))

simplify948.0ms

Counts
10 → 19
Calls
10 calls:
Slowest
403.0ms
(- (+ (/ 1 x) (log -1)) (+ (log (/ -1 x)) (* 1/2 (/ 1 (pow x 2)))))
228.0ms
(- (/ 1 x) (+ (log (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))))
204.0ms
(- (+ x (* 1/3 (pow x 3))) (* 1/2 (pow x 2)))
50.0ms
(log (+ (pow 1 3) (pow x 3)))
20.0ms
(log (* (cbrt (+ 1 x)) (cbrt (+ 1 x))))

prune119.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x 1/3)
0.0b
(* x (* x (+ -1/2 (* x 1/3))))
0.0b
(* x (+ -1/2 (* x 1/3)))
0.0b
(+ (* x (* x (+ -1/2 (* x 1/3)))) x)

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
13×add-sqr-sqrt pow1 add-cbrt-cube add-exp-log
distribute-rgt-in *-un-lft-identity distribute-lft-in associate-*l* add-cube-cbrt
associate-*r*
associate-*r/ add-log-exp
pow-prod-down prod-exp cbrt-unprod
associate-+l+ insert-posit16
flip3-+ *-commutative flip-+
unswap-sqr
+-commutative sum-log
Counts
4 → 83
Calls
4 calls:
Slowest
18.0ms
(* x (* x (+ -1/2 (* x 1/3))))
17.0ms
(+ (* x (* x (+ -1/2 (* x 1/3)))) x)
10.0ms
(* x (+ -1/2 (* x 1/3)))
9.0ms
(* x 1/3)

series262.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
118.0ms
(* x (* x (+ -1/2 (* x 1/3))))
79.0ms
(* x (+ -1/2 (* x 1/3)))
41.0ms
(+ (* x (* x (+ -1/2 (* x 1/3)))) x)
24.0ms
(* x 1/3)

simplify4.1s

Counts
55 → 95
Calls
55 calls:
Slowest
407.0ms
(* (exp (* x (* x (+ -1/2 (* x 1/3))))) (exp x))
369.0ms
(* (* (* x x) x) (* (* (* x x) x) (* (* (+ -1/2 (* x 1/3)) (+ -1/2 (* x 1/3))) (+ -1/2 (* x 1/3)))))
339.0ms
(* (* (* x x) x) (* (* (* x (+ -1/2 (* x 1/3))) (* x (+ -1/2 (* x 1/3)))) (* x (+ -1/2 (* x 1/3)))))
259.0ms
(- (+ x (* 1/3 (pow x 3))) (* 1/2 (pow x 2)))
232.0ms
(- (+ x (* 1/3 (pow x 3))) (* 1/2 (pow x 2)))

prune658.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 2 expressions with local error:

5.1b
(log (sqrt (+ 1 x)))
5.1b
(log (sqrt (+ 1 x)))

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
14×log-prod
10×*-un-lft-identity
sqrt-prod
add-sqr-sqrt pow1 log-pow add-cube-cbrt
log-div sqrt-div add-exp-log
sqrt-pow1 flip3-+ add-cbrt-cube pow1/2 rem-log-exp flip-+ insert-posit16 distribute-lft-out add-log-exp
Counts
2 → 42
Calls
2 calls:
Slowest
4.0ms
(log (sqrt (+ 1 x)))
3.0ms
(log (sqrt (+ 1 x)))

series147.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
76.0ms
(log (sqrt (+ 1 x)))
70.0ms
(log (sqrt (+ 1 x)))

simplify993.0ms

Counts
28 → 48
Calls
28 calls:
Slowest
261.0ms
(- (+ (* 1/2 x) (* 1/6 (pow x 3))) (* 1/4 (pow x 2)))
216.0ms
(- (+ (* 1/2 x) (* 1/6 (pow x 3))) (* 1/4 (pow x 2)))
116.0ms
(log (sqrt (+ (pow 1 3) (pow x 3))))
108.0ms
(log (sqrt (+ (pow 1 3) (pow x 3))))
31.0ms
(log (sqrt (- (* 1 1) (* x x))))

prune349.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 3 expressions with local error:

5.1b
(log (+ 1 x))
0.6b
(exp (log (log (+ 1 x))))
0.0b
(log (log (+ 1 x)))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
12×log-prod
*-un-lft-identity
pow1
add-sqr-sqrt add-cube-cbrt
add-exp-log log-pow
exp-prod exp-sum
add-cbrt-cube insert-posit16 add-log-exp
log-div rem-log-exp
flip3-+ flip-+ distribute-lft-out rem-exp-log
Counts
3 → 47
Calls
3 calls:
Slowest
3.0ms
(log (+ 1 x))
3.0ms
(exp (log (log (+ 1 x))))
1.0ms
(log (log (+ 1 x)))

series108.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
62.0ms
(log (log (+ 1 x)))
24.0ms
(log (+ 1 x))
22.0ms
(exp (log (log (+ 1 x))))

simplify3.2s

Counts
30 → 56
Calls
30 calls:
Slowest
411.0ms
(- (+ (/ 1 (* x (- (log -1) (log (/ -1 x))))) (log (- (log -1) (log (/ -1 x))))) (+ (* 1/2 (/ 1 (* (pow x 2) (- (log -1) (log (/ -1 x)))))) (* 1/2 (/ 1 (* (pow x 2) (pow (- (log -1) (log (/ -1 x))) 2))))))
406.0ms
(log (- (* 1 1) (* x x)))
386.0ms
(- (+ (/ 1 x) (log -1)) (+ (log (/ -1 x)) (* 1/2 (/ 1 (pow x 2)))))
363.0ms
(- (+ (/ 1 x) (log -1)) (+ (log (/ -1 x)) (* 1/2 (/ 1 (pow x 2)))))
284.0ms
(- (+ x (* 1/3 (pow x 3))) (* 1/2 (pow x 2)))

prune455.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.0b

regimes126.0ms

Accuracy

99.5% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 20.9b

bsearch46.0ms

end0.0ms

sample3.1s

Algorithm
intervals
Results
1.7s2281×body1280valid
664.0ms1654×body640valid
272.0ms792×body320valid
151.0ms2652×body80nan
139.0ms2819×body80valid
59.0ms454×body160valid