Details

Time bar (total: 7.2s)

sample45.0ms

Algorithm
intervals
Results
12.0ms255×body80nan
11.0ms257×body80valid

simplify134.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize11.0ms

Local error

Found 3 expressions with local error:

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

rewrite176.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
16×*-un-lft-identity
11×add-sqr-sqrt
add-cube-cbrt
pow1 log-prod
add-exp-log diff-log add-cbrt-cube
associate-*r* associate-*l* sum-log
distribute-rgt-in distribute-lft-in distribute-lft-out
associate-+l- sub-neg associate-+l+ flip3-+ associate-*l/ flip-+ distribute-lft-out--
+-commutative associate--l- flip3-- pow-prod-down prod-exp associate--l+ log-pow *-commutative flip-- cbrt-unprod difference-of-squares unswap-sqr
Counts
3 → 63
Calls
3 calls:
120.0ms
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
32.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
22.0ms
(* (+ y 0.5) (log y))

series388.0ms

Counts
3 → 9
Calls
3 calls:
65.0ms
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
47.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
276.0ms
(* (+ y 0.5) (log y))

simplify38.0ms

Counts
72 → 72

prune175.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize12.0ms

Local error

Found 4 expressions with local error:

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

rewrite194.0ms

Algorithm
rewrite-expression-head
Rules
21×*-un-lft-identity
20×add-log-exp
18×log-prod
16×add-sqr-sqrt
12×add-cube-cbrt associate--l+
distribute-rgt-in distribute-lft-in
associate-+l+
pow1
add-exp-log diff-log add-cbrt-cube
associate-*r* associate-*l* sum-log
sub-neg distribute-lft-out
associate-+l- flip3-- flip3-+ associate-*l/ flip-- flip-+ distribute-lft-out--
+-commutative pow-prod-down prod-exp log-pow *-commutative cbrt-unprod associate--r+ associate--r- difference-of-squares unswap-sqr
Counts
4 → 87
Calls
4 calls:
91.0ms
(- x (+ (- (* (+ y 0.5) (log y)) y) z))
58.0ms
(+ (- (* (+ y 0.5) (log y)) y) z)
19.0ms
(- (* (+ y 0.5) (log y)) y)
22.0ms
(* (+ y 0.5) (log y))

series889.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(- x (+ (- (* (+ y 0.5) (log y)) y) z))
60.0ms
(+ (- (* (+ y 0.5) (log y)) y) z)
496.0ms
(- (* (+ y 0.5) (log y)) y)
276.0ms
(* (+ y 0.5) (log y))

simplify40.0ms

Counts
99 → 99

prune248.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize20.0ms

Local error

Found 4 expressions with local error:

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

rewrite15.0ms

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:
11.0ms
(* (cbrt y) (cbrt y))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series850.0ms

Counts
4 → 12
Calls
4 calls:
217.0ms
(* (cbrt y) (cbrt y))
206.0ms
(cbrt y)
219.0ms
(cbrt y)
207.0ms
(cbrt y)

simplify86.0ms

Counts
85 → 85

prune296.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(- x (+ (- (* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y))) y) z))
0.1b
(- (* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y))) y)
0.4b
(* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y)))
0.4b
(* (sqrt (+ y 0.5)) (log y))

rewrite478.0ms

Algorithm
rewrite-expression-head
Rules
30×log-prod
28×*-un-lft-identity
27×distribute-rgt-in distribute-lft-in
25×add-sqr-sqrt
19×add-cube-cbrt
15×add-log-exp
14×sqrt-div associate-*l*
12×pow1 associate--l+
11×add-exp-log add-cbrt-cube
10×associate-*l/
sqrt-prod
flip3-+ flip-+
diff-log associate-*r*
frac-times pow-prod-down prod-exp cbrt-unprod
distribute-lft-out
sub-neg flip3-- associate-*r/ sum-log *-commutative flip-- distribute-lft-out-- unswap-sqr
associate-+l- log-pow associate--r+ associate--r- difference-of-squares
Counts
4 → 117
Calls
4 calls:
337.0ms
(- x (+ (- (* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y))) y) z))
52.0ms
(- (* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y))) y)
58.0ms
(* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y)))
24.0ms
(* (sqrt (+ y 0.5)) (log y))

series912.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(- x (+ (- (* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y))) y) z))
510.0ms
(- (* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y))) y)
276.0ms
(* (sqrt (+ y 0.5)) (* (sqrt (+ y 0.5)) (log y)))
64.0ms
(* (sqrt (+ y 0.5)) (log y))

simplify53.0ms

Counts
129 → 129

prune302.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes82.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify1.0ms

end0.0ms

sample1.7s

Algorithm
intervals
Results
681.0ms8041×body80valid
482.0ms7960×body80nan
0.0msbody640valid
0.0msbody160valid