Details

Time bar (total: 37.8s)

sample425.0ms

Algorithm
intervals
Results
297.0ms1876×body80nan
38.0ms256×body80valid

simplify2.3s

Counts
1 → 1
Iterations
IterNodes
73740
61508
5890
4374
3147
259
127
015

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (log (+ x y)) (log z)) t)
0.1b
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
0.1b
(* (- a 0.5) (log t))
0.6b
(+ (log (+ x y)) (log z))

rewrite246.0ms

Algorithm
rewrite-expression-head
Rules
30×*-un-lft-identity
19×log-prod
18×add-sqr-sqrt
15×pow1
14×add-log-exp
12×add-cube-cbrt
associate-+r+ log-pow distribute-lft-out
associate-+l+
distribute-rgt-in sum-log distribute-lft-in flip3-- add-cbrt-cube associate-*l/ add-exp-log flip-- distribute-lft-out--
associate-*l* associate-+l-
log-div flip3-+ diff-log associate-*r* frac-add flip-+ insert-posit16
associate--l- +-commutative sub-neg associate--l+ difference-of-squares
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 106
Calls
4 calls:
51.0ms
(- (+ (log (+ x y)) (log z)) t)
164.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
17.0ms
(* (- a 0.5) (log t))
12.0ms
(+ (log (+ x y)) (log z))

series761.0ms

Counts
4 → 12
Calls
4 calls:
251.0ms
(- (+ (log (+ x y)) (log z)) t)
306.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
100.0ms
(* (- a 0.5) (log t))
104.0ms
(+ (log (+ x y)) (log z))

simplify853.0ms

Counts
118 → 118
Iterations
IterNodes
22260
1640
0244

prune1.7s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

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

rewrite810.0ms

Algorithm
rewrite-expression-head
Rules
40×*-un-lft-identity
29×log-prod
24×pow1 distribute-lft-out
19×add-sqr-sqrt
18×log-pow
17×associate-+l+
15×add-cube-cbrt add-log-exp
11×sum-log
10×associate-+r+
sqrt-prod
associate-+l-
distribute-rgt-in log-div distribute-lft-in flip3-+ add-cbrt-cube sqrt-div associate-*l/ add-exp-log flip-+
flip3-- associate-*l* flip--
associate-*r* frac-add insert-posit16
+-commutative diff-log
associate-+r-
sub-neg pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 122
Calls
4 calls:
729.0ms
(+ (- (+ (log (sqrt (+ x y))) (+ (log (sqrt (+ x y))) (log z))) t) (* (- a 0.5) (log t)))
28.0ms
(* (- a 0.5) (log t))
38.0ms
(+ (log (sqrt (+ x y))) (+ (log (sqrt (+ x y))) (log z)))
13.0ms
(+ (log (sqrt (+ x y))) (log z))

series888.0ms

Counts
4 → 12
Calls
4 calls:
451.0ms
(+ (- (+ (log (sqrt (+ x y))) (+ (log (sqrt (+ x y))) (log z))) t) (* (- a 0.5) (log t)))
88.0ms
(* (- a 0.5) (log t))
185.0ms
(+ (log (sqrt (+ x y))) (+ (log (sqrt (+ x y))) (log z)))
162.0ms
(+ (log (sqrt (+ x y))) (log z))

simplify1.1s

Counts
134 → 134
Iterations
IterNodes
22832
1803
0292

prune2.1s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize46.0ms

Local error

Found 4 expressions with local error:

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

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
48×*-un-lft-identity
41×log-prod
29×add-sqr-sqrt pow1
24×distribute-lft-out
23×log-pow
21×add-cube-cbrt
20×sqrt-prod
14×associate-+l+
12×distribute-rgt-in distribute-lft-in associate-*r*
10×associate-*l*
add-cbrt-cube add-exp-log
log-div sqrt-div associate-+l-
flip3-+ flip-+ add-log-exp
associate-+r+ sum-log associate-*l/ insert-posit16
+-commutative associate-+r- sqrt-pow1 flip3-- pow1/2 pow-prod-down prod-exp *-commutative cbrt-unprod flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 139
Calls
4 calls:
21.0ms
(* (- a 0.5) (log (sqrt t)))
21.0ms
(* (- a 0.5) (log (sqrt t)))
35.0ms
(+ (log (sqrt (+ x y))) (+ (log (sqrt (+ x y))) (log z)))
16.0ms
(+ (log (sqrt (+ x y))) (log z))

series526.0ms

Counts
4 → 12
Calls
4 calls:
88.0ms
(* (- a 0.5) (log (sqrt t)))
88.0ms
(* (- a 0.5) (log (sqrt t)))
194.0ms
(+ (log (sqrt (+ x y))) (+ (log (sqrt (+ x y))) (log z)))
157.0ms
(+ (log (sqrt (+ x y))) (log z))

simplify3.7s

Counts
151 → 151
Iterations
IterNodes
36649
21556
1538
0228

prune3.0s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 4 expressions with local error:

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

rewrite545.0ms

Algorithm
rewrite-expression-head
Rules
23×*-un-lft-identity
22×log-prod
19×add-sqr-sqrt
14×add-log-exp
13×add-cube-cbrt
pow1 associate-+l+
associate-+r+ sum-log
distribute-rgt-in distribute-lft-in flip3-- add-cbrt-cube associate-*l/ associate--l+ add-exp-log flip--
associate-*l*
associate-*r* frac-add associate-+l- insert-posit16
flip3-+ diff-log log-pow flip-+ distribute-lft-out distribute-lft-out--
+-commutative log-div sub-neg difference-of-squares
associate-+r- pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 102
Calls
4 calls:
6.0ms
(- (log z) t)
29.0ms
(* (- a 0.5) (log t))
453.0ms
(+ (log (+ x y)) (+ (- (log z) t) (* (- a 0.5) (log t))))
55.0ms
(+ (- (log z) t) (* (- a 0.5) (log t)))

series561.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(- (log z) t)
73.0ms
(* (- a 0.5) (log t))
286.0ms
(+ (log (+ x y)) (+ (- (log z) t) (* (- a 0.5) (log t))))
118.0ms
(+ (- (log z) t) (* (- a 0.5) (log t)))

simplify858.0ms

Counts
114 → 114
Iterations
IterNodes
22237
1667
0246

prune1.8s

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

regimes952.0ms

Accuracy

0% (0.2b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.3b

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
224
124
019

end0.0ms

sample14.3s

Algorithm
intervals
Results
9.3s56771×body80nan
1.3s8028×body80valid