Details

Time bar (total: 20.6s)

sample820.0ms

Algorithm
intervals
Results
621.0ms1766×body80nan
27.0ms256×body80valid

simplify68.0ms

Counts
1 → 1

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize37.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (log (+ x y)) (log z)) t)
0.1b
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
0.1b
(* (- a 0.5) (log t))
0.6b
(+ (log (+ x y)) (log z))

rewrite411.0ms

Algorithm
rewrite-expression-head
Rules
30×*-un-lft-identity
19×log-prod
18×add-sqr-sqrt
15×pow1
14×add-log-exp
12×add-cube-cbrt
associate-+r+ log-pow distribute-lft-out
associate-+l+
add-exp-log distribute-rgt-in flip3-- distribute-lft-in associate-*l/ sum-log add-cbrt-cube flip-- distribute-lft-out--
associate-+l- associate-*l*
log-div flip3-+ diff-log associate-*r* frac-add flip-+
+-commutative associate--l- sub-neg associate--l+ difference-of-squares
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 102
Calls
4 calls:
94.0ms
(- (+ (log (+ x y)) (log z)) t)
238.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
45.0ms
(* (- a 0.5) (log t))
26.0ms
(+ (log (+ x y)) (log z))

series706.0ms

Counts
4 → 12
Calls
4 calls:
211.0ms
(- (+ (log (+ x y)) (log z)) t)
308.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
67.0ms
(* (- a 0.5) (log t))
119.0ms
(+ (log (+ x y)) (log z))

simplify55.0ms

Counts
114 → 114

prune548.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize50.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (+ x y)) (cbrt (+ x y)))
0.6b
(cbrt (+ x y))
0.6b
(cbrt (+ x y))
0.6b
(cbrt (+ x y))

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
36×cbrt-prod
35×*-un-lft-identity
23×add-sqr-sqrt
18×cbrt-div
15×add-cube-cbrt
11×pow1
flip3-+ pow1/3 swap-sqr flip-+ distribute-lft-out
associate-*r* associate-*l*
add-exp-log
frac-times add-cbrt-cube add-log-exp unswap-sqr
associate-*r/ pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 95
Calls
4 calls:
61.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
4.0ms
(cbrt (+ x y))
4.0ms
(cbrt (+ x y))
4.0ms
(cbrt (+ x y))

series856.0ms

Counts
4 → 12
Calls
4 calls:
238.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
196.0ms
(cbrt (+ x y))
181.0ms
(cbrt (+ x y))
240.0ms
(cbrt (+ x y))

simplify47.0ms

Counts
107 → 107

prune664.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize54.0ms

Local error

Found 4 expressions with local error:

0.4b
(+ (log (cbrt (+ x y))) (log z))
0.5b
(+ (log (pow (+ x y) 2/3)) (+ (log (cbrt (+ x y))) (log z)))
0.6b
(cbrt (+ x y))
6.1b
(pow (+ x y) 2/3)

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
34×*-un-lft-identity
18×log-prod
17×distribute-lft-out
15×associate-+l+
13×pow1
12×add-sqr-sqrt add-cube-cbrt
cbrt-prod unpow-prod-down log-pow
cbrt-div
add-exp-log flip3-+ flip-+ add-log-exp
associate-+l- log-div associate-+r+ sum-log add-cbrt-cube
pow-unpow
+-commutative associate-+r- sqr-pow
pow-to-exp pow-pow pow1/3 pow-exp
Counts
4 → 87
Calls
4 calls:
15.0ms
(+ (log (cbrt (+ x y))) (log z))
49.0ms
(+ (log (pow (+ x y) 2/3)) (+ (log (cbrt (+ x y))) (log z)))
4.0ms
(cbrt (+ x y))
10.0ms
(pow (+ x y) 2/3)

series750.0ms

Counts
4 → 12
Calls
4 calls:
150.0ms
(+ (log (cbrt (+ x y))) (log z))
259.0ms
(+ (log (pow (+ x y) 2/3)) (+ (log (cbrt (+ x y))) (log z)))
183.0ms
(cbrt (+ x y))
158.0ms
(pow (+ x y) 2/3)

simplify41.0ms

Counts
99 → 99

prune549.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize57.0ms

Local error

Found 4 expressions with local error:

0.4b
(+ (log (cbrt (+ x y))) (log z))
0.6b
(cbrt (+ x y))
6.1b
(pow (+ x y) 2/3)
6.1b
(pow (+ x y) 2/3)

rewrite67.0ms

Algorithm
rewrite-expression-head
Rules
24×*-un-lft-identity
12×add-sqr-sqrt add-cube-cbrt
10×pow1 log-prod
cbrt-prod unpow-prod-down distribute-lft-out
associate-+l+
add-exp-log pow-unpow
cbrt-div log-pow add-cbrt-cube add-log-exp
associate-+r+ flip3-+ flip-+
pow-to-exp associate-+l- log-div pow-pow pow-exp sqr-pow
+-commutative pow1/3 sum-log
Counts
4 → 77
Calls
4 calls:
24.0ms
(+ (log (cbrt (+ x y))) (log z))
7.0ms
(cbrt (+ x y))
16.0ms
(pow (+ x y) 2/3)
17.0ms
(pow (+ x y) 2/3)

series675.0ms

Counts
4 → 12
Calls
4 calls:
127.0ms
(+ (log (cbrt (+ x y))) (log z))
165.0ms
(cbrt (+ x y))
195.0ms
(pow (+ x y) 2/3)
189.0ms
(pow (+ x y) 2/3)

simplify54.0ms

Counts
89 → 89

prune636.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

regimes1.0s

Accuracy

-0.5% (0.2b remaining)

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

bsearch0.0ms

simplify51.0ms

end0.0ms

sample12.2s

Algorithm
intervals
Results
6.9s56459×body80nan
962.0ms8029×body80valid