Details

Time bar (total: 19.5s)

sample58.0ms

Algorithm
intervals
Results
40.0ms322×body80valid

simplify131.0ms

Counts
1 → 1

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.2b

localize23.0ms

Local error

Found 3 expressions with local error:

3.4b
(* (/ x y) z)
0.0b
(/ (+ x 4) y)
0.0b
(- (/ (+ x 4) y) (* (/ x y) z))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
56×*-un-lft-identity
46×times-frac
41×add-sqr-sqrt
36×add-cube-cbrt
16×fma-neg prod-diff
13×associate-*l*
10×add-cbrt-cube add-exp-log distribute-lft-out
pow1 add-log-exp
div-inv associate-/l*
expm1-log1p-u associate-/r* associate-*r* associate-*l/ insert-posit16 log1p-expm1-u
cbrt-undiv div-exp prod-exp cbrt-unprod unswap-sqr associate-/l/
clear-num sub-neg frac-2neg flip3-+ flip3-- diff-log pow-prod-down *-commutative frac-sub flip-+ flip-- sub-div
Counts
3 → 120
Calls
3 calls:
Slowest
52.0ms
(- (/ (+ x 4) y) (* (/ x y) z))
26.0ms
(* (/ x y) z)
16.0ms
(/ (+ x 4) y)

series124.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
50.0ms
(- (/ (+ x 4) y) (* (/ x y) z))
46.0ms
(/ (+ x 4) y)
27.0ms
(* (/ x y) z)

simplify1.5s

Counts
129 → 129

prune1.3s

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 4 expressions with local error:

3.0b
(* (/ 1 (* (cbrt y) (cbrt y))) (* (/ x (cbrt y)) z))
1.5b
(* (/ x (cbrt y)) z)
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite106.0ms

Algorithm
rewrite-expression-head
Rules
87×add-exp-log
46×prod-exp
35×add-cbrt-cube
30×add-sqr-sqrt
29×associate-*l*
23×times-frac
22×*-un-lft-identity add-cube-cbrt
20×div-exp cbrt-unprod
16×cbrt-prod
11×pow1
10×cbrt-undiv
rec-exp 1-exp
expm1-log1p-u associate-*r* pow-prod-down associate-*l/ insert-posit16 log1p-expm1-u add-log-exp
unswap-sqr
pow1/3 *-commutative div-inv
frac-times associate-*r/
Counts
4 → 127
Calls
4 calls:
Slowest
79.0ms
(* (/ 1 (* (cbrt y) (cbrt y))) (* (/ x (cbrt y)) z))
20.0ms
(* (/ x (cbrt y)) z)
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series811.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
279.0ms
(cbrt y)
243.0ms
(cbrt y)
219.0ms
(* (/ x (cbrt y)) z)
71.0ms
(* (/ 1 (* (cbrt y) (cbrt y))) (* (/ x (cbrt y)) z))

simplify4.3s

Counts
139 → 139

prune1.7s

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0b

localize21.0ms

Local error

Found 3 expressions with local error:

3.4b
(* (/ x y) z)
0.0b
(+ (/ 4 y) (/ x y))
0.0b
(- (+ (/ 4 y) (/ x y)) (* (/ x y) z))

rewrite209.0ms

Algorithm
rewrite-expression-head
Rules
50×*-un-lft-identity
37×times-frac
31×add-sqr-sqrt
26×add-cube-cbrt
13×fma-def associate-*l*
12×distribute-lft-out
10×add-log-exp
add-cbrt-cube fma-neg prod-diff add-exp-log div-inv
pow1
associate-*l/
expm1-log1p-u distribute-rgt-out associate-*r* frac-sub insert-posit16 log1p-expm1-u
sum-log flip3-+ diff-log frac-add prod-exp cbrt-unprod flip-+ unswap-sqr
cbrt-undiv +-commutative sub-neg flip3-- div-exp pow-prod-down associate--l+ *-commutative flip--
Counts
3 → 104
Calls
3 calls:
Slowest
163.0ms
(- (+ (/ 4 y) (/ x y)) (* (/ x y) z))
23.0ms
(+ (/ 4 y) (/ x y))
20.0ms
(* (/ x y) z)

series155.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
80.0ms
(- (+ (/ 4 y) (/ x y)) (* (/ x y) z))
40.0ms
(+ (/ 4 y) (/ x y))
36.0ms
(* (/ x y) z)

simplify2.7s

Counts
113 → 113

prune1.1s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize16.0ms

Local error

Found 3 expressions with local error:

5.4b
(/ (* x z) y)
0.0b
(/ (+ x 4) y)
0.0b
(- (/ (+ x 4) y) (/ (* x z) y))

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
168×*-un-lft-identity
160×times-frac
115×add-sqr-sqrt
112×prod-diff
110×add-cube-cbrt
28×div-inv distribute-lft-out
16×fma-neg
10×add-cbrt-cube add-exp-log
associate-/r*
associate-/l* add-log-exp
expm1-log1p-u pow1 cbrt-undiv div-exp insert-posit16 log1p-expm1-u
clear-num frac-2neg difference-of-squares associate-/l/
sub-neg flip3-+ flip3-- distribute-rgt-out-- diff-log prod-exp frac-sub cbrt-unprod flip-+ flip-- distribute-lft-out-- sub-div
Counts
3 → 209
Calls
3 calls:
Slowest
61.0ms
(- (/ (+ x 4) y) (/ (* x z) y))
28.0ms
(/ (+ x 4) y)
16.0ms
(/ (* x z) y)

series133.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
48.0ms
(- (/ (+ x 4) y) (/ (* x z) y))
46.0ms
(/ (+ x 4) y)
38.0ms
(/ (* x z) y)

simplify744.0ms

Counts
218 → 218

prune2.3s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

regimes148.0ms

Accuracy

88.3% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 1.6b

bsearch115.0ms

end0.0ms

sample1.4s

Algorithm
intervals
Results
1.1s10235×body80valid