Details

Time bar (total: 22.0s)

sample222.0ms

Algorithm
intervals
Results
87.0ms907×body80nan
27.0ms286×body80valid

simplify88.0ms

Counts
1 → 1

prune27.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize33.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c))) (* y i))
0.0b
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
0.2b
(* (- b 0.5) (log c))
0.3b
(* x (log y))

rewrite3.9s

Algorithm
rewrite-expression-head
Rules
38×add-log-exp
25×sum-log
20×add-sqr-sqrt
18×log-prod
16×*-un-lft-identity
14×add-cube-cbrt
10×pow1
distribute-rgt-in distribute-lft-in
add-exp-log associate-*r* associate-*l* add-cbrt-cube
associate-+r+ associate-*l/
flip3-+ frac-add flip-+
flip3-- flip--
+-commutative associate-+l+ pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
distribute-lft-out-- difference-of-squares
Counts
4 → 95
Calls
4 calls:
3.1s
(+ (+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c))) (* y i))
765.0ms
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
39.0ms
(* (- b 0.5) (log c))
16.0ms
(* x (log y))

series1.2s

Counts
4 → 12
Calls
4 calls:
734.0ms
(+ (+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c))) (* y i))
307.0ms
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
68.0ms
(* (- b 0.5) (log c))
41.0ms
(* x (log y))

simplify69.0ms

Counts
107 → 107

prune582.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.2b
(* x (log (cbrt y)))
0.3b
(+ (* x (* 2 (log (cbrt y)))) (* x (log (cbrt y))))
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
48×log-prod
36×distribute-rgt-in distribute-lft-in
30×cbrt-prod
26×add-sqr-sqrt
24×add-cube-cbrt associate-+l+ *-un-lft-identity
12×associate-+r+
pow1
add-exp-log add-cbrt-cube add-log-exp
associate-*r*
pow1/3 associate-*l*
log-pow
+-commutative flip3-+ pow-prod-down prod-exp sum-log *-commutative cbrt-unprod flip-+ distribute-lft-out unswap-sqr
Counts
4 → 102
Calls
4 calls:
10.0ms
(* x (log (cbrt y)))
46.0ms
(+ (* x (* 2 (log (cbrt y)))) (* x (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series816.0ms

Counts
4 → 12
Calls
4 calls:
128.0ms
(* x (log (cbrt y)))
154.0ms
(+ (* x (* 2 (log (cbrt y)))) (* x (log (cbrt y))))
288.0ms
(cbrt y)
247.0ms
(cbrt y)

simplify51.0ms

Counts
114 → 114

prune927.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize61.0ms

Local error

Found 4 expressions with local error:

0.2b
(* x (log (pow y 1/3)))
0.3b
(+ (* x (* 2 (log (cbrt y)))) (+ (* x (log 1)) (* x (log (pow y 1/3)))))
0.6b
(cbrt y)
4.9b
(pow y 1/3)

rewrite76.0ms

Algorithm
rewrite-expression-head
Rules
38×log-prod
31×distribute-rgt-in distribute-lft-in
24×associate-+l+
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
15×cbrt-prod
unpow-prod-down add-log-exp
pow1 add-exp-log
add-cbrt-cube
associate-*r*
pow-unpow associate-*l* sum-log sqr-pow
distribute-lft-out
+-commutative pow-to-exp associate-+r+ pow-pow flip3-+ unpow1/3 pow1/3 pow-prod-down pow-exp prod-exp log-pow *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 100
Calls
4 calls:
13.0ms
(* x (log (pow y 1/3)))
52.0ms
(+ (* x (* 2 (log (cbrt y)))) (+ (* x (log 1)) (* x (log (pow y 1/3)))))
1.0ms
(cbrt y)
3.0ms
(pow y 1/3)

series1.4s

Counts
4 → 12
Calls
4 calls:
132.0ms
(* x (log (pow y 1/3)))
630.0ms
(+ (* x (* 2 (log (cbrt y)))) (+ (* x (log 1)) (* x (log (pow y 1/3)))))
270.0ms
(cbrt y)
359.0ms
(pow y 1/3)

simplify53.0ms

Counts
112 → 112

prune1.0s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize56.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt c) (cbrt c))
0.6b
(cbrt c)
0.6b
(cbrt c)
0.6b
(cbrt c)

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×add-cube-cbrt *-un-lft-identity
11×pow1
pow1/3
add-exp-log swap-sqr associate-*r* associate-*l*
add-cbrt-cube add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 73
Calls
4 calls:
20.0ms
(* (cbrt c) (cbrt c))
1.0ms
(cbrt c)
1.0ms
(cbrt c)
1.0ms
(cbrt c)

series1.2s

Counts
4 → 12
Calls
4 calls:
377.0ms
(* (cbrt c) (cbrt c))
263.0ms
(cbrt c)
250.0ms
(cbrt c)
304.0ms
(cbrt c)

simplify68.0ms

Counts
85 → 85

prune628.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

regimes576.0ms

Accuracy

18.1% (0.1b remaining)

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

bsearch0.0ms

simplify25.0ms

end0.0ms

sample8.9s

Algorithm
intervals
Results
3.4s27398×body80nan
2.1s9228×body80valid
0.0msbody160valid
0.0msbody640valid
0.0msbody320valid