Details

Time bar (total: 17.2s)

sample52.0ms

Algorithm
intervals
Results
26.0ms359×body80valid
0.0msbody320valid
0.0msbody640valid
0.0msbody1280valid
0.0msbody160valid

simplify35.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x (+ (+ (+ (+ y z) z) y) t)) (* y 5.0))
0.0b
(* x (+ (+ (+ (+ y z) z) y) t))
0.0b
(+ (+ y z) z)
0.0b
(+ (+ (+ y z) z) y)

rewrite2.2s

Algorithm
rewrite-expression-head
Rules
34×*-un-lft-identity
20×add-log-exp
19×distribute-lft-out
10×sum-log
add-sqr-sqrt
associate-*r*
pow1 add-exp-log add-cube-cbrt add-cbrt-cube
associate-+l+ flip3-+ flip-+
+-commutative associate-*l*
distribute-rgt-in distribute-lft-in associate-*r/
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 71
Calls
4 calls:
515.0ms
(+ (* x (+ (+ (+ (+ y z) z) y) t)) (* y 5.0))
1.5s
(* x (+ (+ (+ (+ y z) z) y) t))
27.0ms
(+ (+ y z) z)
150.0ms
(+ (+ (+ y z) z) y)

series228.0ms

Counts
4 → 12
Calls
4 calls:
87.0ms
(+ (* x (+ (+ (+ (+ y z) z) y) t)) (* y 5.0))
59.0ms
(* x (+ (+ (+ (+ y z) z) y) t))
34.0ms
(+ (+ y z) z)
46.0ms
(+ (+ (+ y z) z) y)

simplify49.0ms

Counts
83 → 83

prune216.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ (+ (+ y z) z) y) x)
0.0b
(+ (* (+ (+ (+ y z) z) y) x) (+ (* t x) (* y 5.0)))
0.0b
(+ (+ y z) z)
0.0b
(+ (+ (+ y z) z) y)

rewrite759.0ms

Algorithm
rewrite-expression-head
Rules
29×*-un-lft-identity
23×add-log-exp
15×distribute-lft-out
12×sum-log
add-sqr-sqrt flip3-+ flip-+
pow1 add-exp-log add-cube-cbrt associate-*l* associate-*l/ add-cbrt-cube
frac-add
+-commutative associate-*r*
associate-+l+
associate-+r+ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 72
Calls
4 calls:
411.0ms
(* (+ (+ (+ y z) z) y) x)
143.0ms
(+ (* (+ (+ (+ y z) z) y) x) (+ (* t x) (* y 5.0)))
26.0ms
(+ (+ y z) z)
176.0ms
(+ (+ (+ y z) z) y)

series163.0ms

Counts
4 → 12
Calls
4 calls:
39.0ms
(* (+ (+ (+ y z) z) y) x)
62.0ms
(+ (* (+ (+ (+ y z) z) y) x) (+ (* t x) (* y 5.0)))
26.0ms
(+ (+ y z) z)
36.0ms
(+ (+ (+ y z) z) y)

simplify54.0ms

Counts
84 → 84

prune242.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (+ (+ (+ y z) z) y)) (cbrt (+ (+ (+ y z) z) y)))
0.5b
(cbrt (+ (+ (+ y z) z) y))
0.5b
(cbrt (+ (+ (+ y z) z) y))
0.5b
(cbrt (+ (+ (+ y z) z) y))

rewrite892.0ms

Algorithm
rewrite-expression-head
Rules
138×*-un-lft-identity
78×distribute-lft-out
70×cbrt-prod
23×add-sqr-sqrt
21×swap-sqr
18×cbrt-div
15×add-cube-cbrt
11×pow1
flip3-+ pow1/3 associate-*r* associate-*l* flip-+
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 → 117
Calls
4 calls:
643.0ms
(* (cbrt (+ (+ (+ y z) z) y)) (cbrt (+ (+ (+ y z) z) y)))
69.0ms
(cbrt (+ (+ (+ y z) z) y))
93.0ms
(cbrt (+ (+ (+ y z) z) y))
78.0ms
(cbrt (+ (+ (+ y z) z) y))

series1.2s

Counts
4 → 12
Calls
4 calls:
323.0ms
(* (cbrt (+ (+ (+ y z) z) y)) (cbrt (+ (+ (+ y z) z) y)))
295.0ms
(cbrt (+ (+ (+ y z) z) y))
298.0ms
(cbrt (+ (+ (+ y z) z) y))
280.0ms
(cbrt (+ (+ (+ y z) z) y))

simplify84.0ms

Counts
129 → 129

prune555.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize32.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (+ y z) z) y)
0.0b
(+ (+ (+ y z) z) y)
0.2b
(* (+ (* 2 (+ z y)) t) (* (- (+ (+ (+ y z) z) y) t) x))
22.7b
(/ (* (+ (* 2 (+ z y)) t) (* (- (+ (+ (+ y z) z) y) t) x)) (- (+ (+ (+ y z) z) y) t))

rewrite7.5s

Algorithm
rewrite-expression-head
Rules
53×*-un-lft-identity
24×distribute-lft-out
22×add-log-exp
18×add-exp-log add-cbrt-cube
16×associate-*l/
12×sum-log
11×add-sqr-sqrt
pow1
frac-times flip3-+ times-frac associate-/r* flip-+ associate-/l/ distribute-lft-out--
add-cube-cbrt flip3-- flip--
prod-exp cbrt-unprod
associate-*r/
cbrt-undiv div-exp associate-*l* pow-prod-down
+-commutative associate-+l+ associate-/r/ difference-of-squares
frac-2neg associate-*r* clear-num *-commutative div-inv associate-/l*
Counts
4 → 103
Calls
4 calls:
150.0ms
(+ (+ (+ y z) z) y)
163.0ms
(+ (+ (+ y z) z) y)
3.5s
(* (+ (* 2 (+ z y)) t) (* (- (+ (+ (+ y z) z) y) t) x))
3.7s
(/ (* (+ (* 2 (+ z y)) t) (* (- (+ (+ (+ y z) z) y) t) x)) (- (+ (+ (+ y z) z) y) t))

series271.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(+ (+ (+ y z) z) y)
43.0ms
(+ (+ (+ y z) z) y)
132.0ms
(* (+ (* 2 (+ z y)) t) (* (- (+ (+ (+ y z) z) y) t) x))
50.0ms
(/ (* (+ (* 2 (+ z y)) t) (* (- (+ (+ (+ y z) z) y) t) x)) (- (+ (+ (+ y z) z) y) t))

simplify83.0ms

Counts
115 → 115

prune408.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.0b

regimes228.0ms

Accuracy

6.2% (0.0b remaining)

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

bsearch0.0ms

simplify29.0ms

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.2s10708×body80valid
42.0ms61×body320valid
28.0ms91×body1280valid
19.0ms93×body640valid
2.0ms24×body160valid