Details

Time bar (total: 11.7s)

sample41.0ms

Algorithm
intervals
Results
11.0ms258×body80valid
8.0ms251×body80nan

simplify89.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize8.0ms

Local error

Found 2 expressions with local error:

0.0b
(- (* x (log y)) z)
0.3b
(* x (log y))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
12×log-prod
10×add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
distribute-rgt-in distribute-lft-in associate--l+
pow1
add-exp-log associate-*r* add-cbrt-cube add-log-exp
associate-*l*
sub-neg flip3-- diff-log pow-prod-down prod-exp log-pow *-commutative flip-- cbrt-unprod unswap-sqr
Counts
2 → 43
Calls
2 calls:
17.0ms
(- (* x (log y)) z)
11.0ms
(* x (log y))

series153.0ms

Counts
2 → 6
Calls
2 calls:
70.0ms
(- (* x (log y)) z)
83.0ms
(* x (log y))

simplify630.0ms

Counts
49 → 49

prune158.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(log (sqrt y))
0.0b
(- (+ (* x (log (sqrt y))) (* x (log (sqrt y)))) z)
0.3b
(* x (log (sqrt y)))
0.3b
(* x (log (sqrt y)))

rewrite120.0ms

Algorithm
rewrite-expression-head
Rules
30×log-prod
24×add-sqr-sqrt
20×*-un-lft-identity
18×add-cube-cbrt
15×sqrt-prod
14×pow1
12×distribute-rgt-in distribute-lft-in associate-*r*
add-exp-log log-pow add-log-exp
add-cbrt-cube
associate-*l*
sqrt-pow1 pow1/2
diff-log pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
sub-neg flip3-- rem-log-exp associate--l+ sum-log flip-- distribute-lft-out-- difference-of-squares
Counts
4 → 99
Calls
4 calls:
4.0ms
(log (sqrt y))
80.0ms
(- (+ (* x (log (sqrt y))) (* x (log (sqrt y)))) z)
18.0ms
(* x (log (sqrt y)))
12.0ms
(* x (log (sqrt y)))

series485.0ms

Counts
4 → 12
Calls
4 calls:
90.0ms
(log (sqrt y))
125.0ms
(- (+ (* x (log (sqrt y))) (* x (log (sqrt y)))) z)
133.0ms
(* x (log (sqrt y)))
138.0ms
(* x (log (sqrt y)))

simplify2.0s

Counts
111 → 111

prune448.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x (log (cbrt y)))
0.3b
(+ (* x (* 2 (log (cbrt y)))) (* x (log (cbrt y))))
0.5b
(cbrt y)
0.5b
(cbrt y)

rewrite46.0ms

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:
11.0ms
(* x (log (cbrt y)))
28.0ms
(+ (* x (* 2 (log (cbrt y)))) (* x (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series895.0ms

Counts
4 → 12
Calls
4 calls:
145.0ms
(* x (log (cbrt y)))
156.0ms
(+ (* x (* 2 (log (cbrt y)))) (* x (log (cbrt y))))
277.0ms
(cbrt y)
317.0ms
(cbrt y)

simplify723.0ms

Counts
114 → 114

prune554.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize41.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x (log (pow (/ 1 y) -1/3)))
0.3b
(+ (* x (* 2 (log (cbrt y)))) (* x (log (pow (/ 1 y) -1/3))))
0.5b
(cbrt y)
4.9b
(pow (/ 1 y) -1/3)

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
92×log-prod
65×unpow-prod-down
58×distribute-rgt-in distribute-lft-in
57×add-sqr-sqrt
55×add-cube-cbrt *-un-lft-identity
45×times-frac
34×associate-+r+
24×associate-+l+
15×cbrt-prod
11×add-exp-log
pow1
add-cbrt-cube add-log-exp
div-inv sqr-pow
associate-*r* pow-exp
pow-unpow pow-pow associate-*l*
div-exp
+-commutative pow-to-exp rec-exp pow-flip flip3-+ pow1/3 1-exp pow-prod-down prod-exp sum-log log-pow *-commutative cbrt-unprod flip-+ distribute-lft-out inv-pow unswap-sqr
Counts
4 → 166
Calls
4 calls:
24.0ms
(* x (log (pow (/ 1 y) -1/3)))
60.0ms
(+ (* x (* 2 (log (cbrt y)))) (* x (log (pow (/ 1 y) -1/3))))
1.0ms
(cbrt y)
12.0ms
(pow (/ 1 y) -1/3)

series897.0ms

Counts
4 → 12
Calls
4 calls:
113.0ms
(* x (log (pow (/ 1 y) -1/3)))
259.0ms
(+ (* x (* 2 (log (cbrt y)))) (* x (log (pow (/ 1 y) -1/3))))
227.0ms
(cbrt y)
297.0ms
(pow (/ 1 y) -1/3)

simplify1.1s

Counts
178 → 178

prune883.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

regimes102.0ms

Accuracy

-0.2% (0.1b remaining)

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

bsearch0.0ms

simplify474.0ms

end0.0ms

sample1.6s

Algorithm
intervals
Results
378.0ms8031×body80valid
323.0ms7971×body80nan