Details

Time bar (total: 23.2s)

sample401.0ms

Algorithm
intervals
Results
190.0ms1942×body80nan
65.0ms257×body80valid

simplify58.0ms

Counts
1 → 1

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize19.0ms

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)))
0.2b
(* (- a 0.5) (log t))
0.5b
(+ (log (+ x y)) (log z))

rewrite464.0ms

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+
add-exp-log distribute-rgt-in flip3-- distribute-lft-in associate-*l/ sum-log add-cbrt-cube flip-- distribute-lft-out--
associate-+l- associate-*l*
log-div flip3-+ diff-log associate-*r* frac-add flip-+
+-commutative associate--l- sub-neg associate--l+ difference-of-squares
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 102
Calls
4 calls:
68.0ms
(- (+ (log (+ x y)) (log z)) t)
321.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
55.0ms
(* (- a 0.5) (log t))
13.0ms
(+ (log (+ x y)) (log z))

series684.0ms

Counts
4 → 12
Calls
4 calls:
264.0ms
(- (+ (log (+ x y)) (log z)) t)
247.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
60.0ms
(* (- a 0.5) (log t))
113.0ms
(+ (log (+ x y)) (log z))

simplify67.0ms

Counts
114 → 114

prune505.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize49.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt z) (cbrt z))
0.6b
(cbrt z)
0.6b
(cbrt z)
0.6b
(cbrt z)

rewrite21.0ms

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:
15.0ms
(* (cbrt z) (cbrt z))
1.0ms
(cbrt z)
1.0ms
(cbrt z)
1.0ms
(cbrt z)

series1.1s

Counts
4 → 12
Calls
4 calls:
265.0ms
(* (cbrt z) (cbrt z))
301.0ms
(cbrt z)
278.0ms
(cbrt z)
261.0ms
(cbrt z)

simplify44.0ms

Counts
85 → 85

prune490.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* (- a (/ 1.0 2.0)) (* 2 (log (cbrt t)))) (* (- a (/ 1.0 2.0)) (log (cbrt t))))
0.5b
(+ (log (+ x y)) (log z))
0.5b
(cbrt t)
0.5b
(cbrt t)

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
43×log-prod
30×distribute-rgt-in distribute-lft-in
28×associate-+l+
26×*-un-lft-identity
24×cbrt-prod
20×add-sqr-sqrt add-cube-cbrt
15×associate-+r+
pow1 associate-*l/
distribute-lft-out add-log-exp
add-exp-log flip3-- frac-add log-pow add-cbrt-cube flip--
flip3-+ flip-+
+-commutative associate-+l- log-div pow1/3 sum-log
Counts
4 → 98
Calls
4 calls:
55.0ms
(+ (* (- a (/ 1.0 2.0)) (* 2 (log (cbrt t)))) (* (- a (/ 1.0 2.0)) (log (cbrt t))))
13.0ms
(+ (log (+ x y)) (log z))
1.0ms
(cbrt t)
1.0ms
(cbrt t)

series1.0s

Counts
4 → 12
Calls
4 calls:
260.0ms
(+ (* (- a (/ 1.0 2.0)) (* 2 (log (cbrt t)))) (* (- a (/ 1.0 2.0)) (log (cbrt t))))
94.0ms
(+ (log (+ x y)) (log z))
366.0ms
(cbrt t)
286.0ms
(cbrt t)

simplify90.0ms

Counts
110 → 110

prune883.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize70.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* (- a (/ 1.0 2.0)) (* 2 (log (cbrt t)))) (* (- a (/ 1.0 2.0)) (log (pow (/ 1 t) -1/3))))
0.5b
(+ (log (+ x y)) (log z))
0.5b
(cbrt t)
5.1b
(pow (/ 1 t) -1/3)

rewrite138.0ms

Algorithm
rewrite-expression-head
Rules
65×log-prod
45×*-un-lft-identity
41×distribute-rgt-in distribute-lft-in
39×add-sqr-sqrt add-cube-cbrt unpow-prod-down
37×associate-+r+
28×associate-+l+
27×times-frac
15×cbrt-prod
10×pow1
add-exp-log
associate-*l/
distribute-lft-out add-log-exp
flip3-- frac-add pow-exp log-pow add-cbrt-cube flip--
pow-unpow pow-pow flip3-+ flip-+ div-inv sqr-pow
+-commutative associate-+l- log-div div-exp sum-log
pow-to-exp rec-exp pow-flip pow1/3 1-exp inv-pow
Counts
4 → 141
Calls
4 calls:
92.0ms
(+ (* (- a (/ 1.0 2.0)) (* 2 (log (cbrt t)))) (* (- a (/ 1.0 2.0)) (log (pow (/ 1 t) -1/3))))
24.0ms
(+ (log (+ x y)) (log z))
1.0ms
(cbrt t)
13.0ms
(pow (/ 1 t) -1/3)

series1.0s

Counts
4 → 12
Calls
4 calls:
433.0ms
(+ (* (- a (/ 1.0 2.0)) (* 2 (log (cbrt t)))) (* (- a (/ 1.0 2.0)) (log (pow (/ 1 t) -1/3))))
103.0ms
(+ (log (+ x y)) (log z))
269.0ms
(cbrt t)
236.0ms
(pow (/ 1 t) -1/3)

simplify97.0ms

Counts
153 → 153

prune1.3s

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

regimes699.0ms

Accuracy

-2.1% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 0.3b

bsearch0.0ms

simplify78.0ms

end0.0ms

sample13.8s

Algorithm
intervals
Results
7.6s56457×body80nan
1.7s8035×body80valid