Details

Time bar (total: 17.4s)

sample114.0ms

Algorithm
intervals
Results
34.0ms804×body80nan
31.0ms257×body80valid

simplify376.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize15.0ms

Local error

Found 4 expressions with local error:

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

rewrite340.0ms

Algorithm
rewrite-expression-head
Rules
34×associate--l+
27×log-prod
25×*-un-lft-identity
19×add-sqr-sqrt
17×add-log-exp
15×add-cube-cbrt
12×distribute-rgt-in distribute-lft-in
10×associate-+l+
pow1
diff-log
add-exp-log add-cbrt-cube
sub-neg
associate-*r* distribute-lft-out
associate-+r+ associate-*l* sum-log log-pow distribute-lft-out--
flip3-- flip--
+-commutative associate--l- associate-+l- flip3-+ pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ difference-of-squares unswap-sqr
Counts
4 → 98
Calls
4 calls:
79.0ms
(- (- (* x (log y)) y) z)
220.0ms
(+ (- (- (* x (log y)) y) z) (log t))
19.0ms
(- (* x (log y)) y)
16.0ms
(* x (log y))

series230.0ms

Counts
4 → 12
Calls
4 calls:
46.0ms
(- (- (* x (log y)) y) z)
67.0ms
(+ (- (- (* x (log y)) y) z) (log t))
70.0ms
(- (* x (log y)) y)
48.0ms
(* x (log y))

simplify1.8s

Counts
110 → 110

prune455.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0b

localize26.0ms

Local error

Found 4 expressions with local error:

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

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
36×log-prod
30×distribute-rgt-in distribute-lft-in
24×cbrt-prod
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
12×pow1
11×add-exp-log add-cbrt-cube
associate-*r* associate-*l*
pow-prod-down prod-exp cbrt-unprod add-log-exp
pow1/3
log-pow *-commutative
unswap-sqr
Counts
4 → 96
Calls
4 calls:
29.0ms
(* x (* 2 (log (cbrt y))))
11.0ms
(* x (log (cbrt y)))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series800.0ms

Counts
4 → 12
Calls
4 calls:
122.0ms
(* x (* 2 (log (cbrt y))))
130.0ms
(* x (log (cbrt y)))
269.0ms
(cbrt y)
277.0ms
(cbrt y)

simplify1.6s

Counts
108 → 108

prune480.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt (cbrt y))

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
18×cbrt-prod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
pow1 add-exp-log pow1/3 add-cbrt-cube add-log-exp
Counts
4 → 47
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)
3.0ms
(cbrt (cbrt y))

series1.1s

Counts
4 → 12
Calls
4 calls:
223.0ms
(cbrt y)
203.0ms
(cbrt y)
288.0ms
(cbrt y)
376.0ms
(cbrt (cbrt y))

simplify532.0ms

Counts
59 → 59

prune494.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (+ (* 2 (log (cbrt t))) (* x (log y))) (+ y z)) (log (cbrt t)))
0.3b
(* x (log y))
0.6b
(cbrt t)
0.6b
(cbrt t)

rewrite309.0ms

Algorithm
rewrite-expression-head
Rules
27×*-un-lft-identity
17×add-log-exp
14×add-sqr-sqrt
12×add-cube-cbrt log-prod
10×pow1
cbrt-prod sum-log
distribute-lft-out
add-exp-log associate-+r+ add-cbrt-cube
diff-log associate-*r* log-pow distribute-lft-out--
distribute-rgt-in associate-+l+ distribute-lft-in associate-*l*
pow1/3
+-commutative associate-+l- sub-neg flip3-+ pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 78
Calls
4 calls:
278.0ms
(+ (- (+ (* 2 (log (cbrt t))) (* x (log y))) (+ y z)) (log (cbrt t)))
23.0ms
(* x (log y))
1.0ms
(cbrt t)
2.0ms
(cbrt t)

series756.0ms

Counts
4 → 12
Calls
4 calls:
128.0ms
(+ (- (+ (* 2 (log (cbrt t))) (* x (log y))) (+ y z)) (log (cbrt t)))
39.0ms
(* x (log y))
275.0ms
(cbrt t)
315.0ms
(cbrt t)

simplify1.6s

Counts
90 → 90

prune335.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes156.0ms

Accuracy

-23% (0.1b remaining)

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

bsearch0.0ms

simplify839.0ms

end0.0ms

sample4.9s

Algorithm
intervals
Results
1.9s24589×body80nan
1.1s8036×body80valid
0.0msbody160valid