Details

Time bar (total: 16.8s)

sample122.0ms

Algorithm
intervals
Results
69.0ms67×body1280valid
24.0ms53×body640valid
8.0ms31×body320valid
5.0ms95×body80valid
4.0ms92×body80nan
1.0ms10×body160valid

simplify7.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
7.0ms
(log (+ 1 x))

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 38.0b

localize6.0ms

Local error

Found 1 expressions with local error:

3.1b
(log (+ 1 x))

rewrite3.0ms

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
3.0ms
(log (+ 1 x))

series36.0ms

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

simplify1.0s

Counts
10 → 19
Calls
10 calls:
Slowest
444.0ms
(- (+ (/ 1 x) (log -1)) (+ (log (/ -1 x)) (* 1/2 (/ 1 (pow x 2)))))
243.0ms
(- (/ 1 x) (+ (log (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))))
230.0ms
(- (+ x (* 1/3 (pow x 3))) (* 1/2 (pow x 2)))
54.0ms
(log (+ (pow 1 3) (pow x 3)))
20.0ms
(log (* (cbrt (+ 1 x)) (cbrt (+ 1 x))))

prune149.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.1b

localize13.0ms

Local error

Found 3 expressions with local error:

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

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
10×pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt
*-un-lft-identity associate-*l* add-cube-cbrt
add-log-exp
associate-*r* pow-prod-down prod-exp cbrt-unprod
insert-posit16
flip3-+ associate-*l/ *-commutative flip-+ unswap-sqr
+-commutative sum-log
Counts
3 → 53
Calls
3 calls:
Slowest
24.0ms
(* (+ -1/2 (* x 1/3)) (* x x))
5.0ms
(* x 1/3)
4.0ms
(+ -1/2 (* x 1/3))

series199.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
125.0ms
(* (+ -1/2 (* x 1/3)) (* x x))
57.0ms
(+ -1/2 (* x 1/3))
17.0ms
(* x 1/3)

simplify2.1s

Counts
31 → 62
Calls
31 calls:
Slowest
250.0ms
(* (* (* (+ -1/2 (* x 1/3)) (+ -1/2 (* x 1/3))) (+ -1/2 (* x 1/3))) (* (* (* x x) (* x x)) (* x x)))
238.0ms
(* (* (* (+ -1/2 (* x 1/3)) (+ -1/2 (* x 1/3))) (+ -1/2 (* x 1/3))) (* (* (* x x) x) (* (* x x) x)))
237.0ms
(- (* 1/3 (pow x 3)) (* 1/2 (pow x 2)))
235.0ms
(* (+ (pow -1/2 3) (pow (* x 1/3) 3)) (* x x))
215.0ms
(- (* 1/3 (pow x 3)) (* 1/2 (pow x 2)))

prune445.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.1b

localize22.0ms

Local error

Found 4 expressions with local error:

3.2b
(log (sqrt (+ 1 x)))
3.2b
(log (sqrt (+ 1 x)))
0.0b
(sqrt (+ 1 x))
0.0b
(sqrt (+ 1 x))

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
18×*-un-lft-identity
16×sqrt-prod
14×log-prod
12×add-sqr-sqrt
10×pow1 add-cube-cbrt
sqrt-div
add-exp-log log-pow
log-div sqrt-pow1 flip3-+ add-cbrt-cube pow1/2 flip-+ insert-posit16 distribute-lft-out add-log-exp
rem-sqrt-square rem-log-exp
Counts
4 → 76
Calls
4 calls:
Slowest
13.0ms
(sqrt (+ 1 x))
7.0ms
(log (sqrt (+ 1 x)))
7.0ms
(log (sqrt (+ 1 x)))
6.0ms
(sqrt (+ 1 x))

series226.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
80.0ms
(log (sqrt (+ 1 x)))
80.0ms
(log (sqrt (+ 1 x)))
37.0ms
(sqrt (+ 1 x))
29.0ms
(sqrt (+ 1 x))

simplify1.4s

Counts
50 → 88
Calls
50 calls:
Slowest
293.0ms
(- (+ (* 1/2 x) (* 1/6 (pow x 3))) (* 1/4 (pow x 2)))
224.0ms
(- (+ (* 1/2 x) (* 1/6 (pow x 3))) (* 1/4 (pow x 2)))
123.0ms
(- (+ (* 1/2 x) 1) (* 1/8 (pow x 2)))
110.0ms
(- (+ (* 1/2 x) 1) (* 1/8 (pow x 2)))
87.0ms
(log (sqrt (+ (pow 1 3) (pow x 3))))

prune765.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.1b

localize62.0ms

Local error

Found 4 expressions with local error:

3.3b
(log (sqrt (cbrt (+ 1 x))))
3.2b
(log (sqrt (+ 1 x)))
3.2b
(log (sqrt (* (cbrt (+ 1 x)) (cbrt (+ 1 x)))))
0.2b
(cbrt (+ 1 x))

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
21×log-prod
18×log-pow
17×pow1 *-un-lft-identity
16×cbrt-div
12×log-div sqrt-pow1 sqrt-div sqrt-prod
11×add-sqr-sqrt add-cube-cbrt
flip3-+ flip-+
cbrt-prod pow1/3
add-exp-log
frac-times add-cbrt-cube insert-posit16 add-log-exp
pow1/2 rem-log-exp distribute-lft-out
pow-prod-down associate-*l/ associate-*r/ pow-sqr pow-prod-up
pow2 pow-plus
Counts
4 → 93
Calls
4 calls:
Slowest
23.0ms
(log (sqrt (* (cbrt (+ 1 x)) (cbrt (+ 1 x)))))
15.0ms
(log (sqrt (cbrt (+ 1 x))))
7.0ms
(log (sqrt (+ 1 x)))
5.0ms
(cbrt (+ 1 x))

series256.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
74.0ms
(log (sqrt (cbrt (+ 1 x))))
73.0ms
(log (sqrt (+ 1 x)))
66.0ms
(log (sqrt (* (cbrt (+ 1 x)) (cbrt (+ 1 x)))))
43.0ms
(cbrt (+ 1 x))

simplify4.9s

Counts
66 → 105
Calls
66 calls:
Slowest
366.0ms
(- (+ (* 1/3 (/ 1 x)) (* 1/3 (log -1))) (+ (* 1/3 (log (/ -1 x))) (* 1/6 (/ 1 (pow x 2)))))
349.0ms
(- (+ (* 1/6 (/ 1 x)) (* 1/6 (log -1))) (+ (* 1/6 (log (/ -1 x))) (* 1/12 (/ 1 (pow x 2)))))
345.0ms
(- (+ (* 1/2 x) (* 1/6 (pow x 3))) (* 1/4 (pow x 2)))
339.0ms
(- (+ (log (pow (/ 1 x) -1/3)) (* 1/3 (/ 1 x))) (* 1/6 (/ 1 (pow x 2))))
327.0ms
(- (+ (log (pow (/ 1 x) -1/6)) (* 1/6 (/ 1 x))) (* 1/12 (/ 1 (pow x 2))))

prune1.2s

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.1b

regimes160.0ms

Accuracy

99.3% (0.1b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 20.8b

bsearch51.0ms

end0.0ms

sample3.5s

Algorithm
intervals
Results
1.8s2278×body1280valid
1.1s1653×body640valid
173.0ms822×body320valid
139.0ms2822×body80valid
96.0ms2718×body80nan
52.0ms425×body160valid