Details

Time bar (total: 22.8s)

sample110.0ms

Algorithm
intervals
Results
40.0ms584×body80valid
30.0ms579×body80nan

simplify2.5s

Counts
1 → 1
Iterations
IterNodes
done5000
71585
6613
5332
4198
395
242
126
015

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.3b

localize36.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
0.0b
(/ (* t t) 2.0)
0.3b
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

rewrite197.0ms

Algorithm
rewrite-expression-head
Rules
15×add-cbrt-cube
13×add-exp-log
10×add-sqr-sqrt pow1
*-un-lft-identity add-cube-cbrt
associate-*r*
associate-*l/
prod-exp cbrt-unprod
associate-*l* pow-prod-down
expm1-log1p-u associate-/r* times-frac log1p-expm1-u add-log-exp
cbrt-undiv flip3-- div-exp *-commutative flip--
clear-num frac-2neg sqrt-prod div-inv associate-/l* unswap-sqr
Counts
3 → 68
Calls
3 calls:
132.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
13.0ms
(/ (* t t) 2.0)
50.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series431.0ms

Counts
3 → 9
Calls
3 calls:
234.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
36.0ms
(/ (* t t) 2.0)
161.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify1.6s

Counts
77 → 77
Iterations
IterNodes
done5001
21592
1459
0165

prune488.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize45.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))))
0.2b
(/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))
0.3b
(/ (* t t) (sqrt 2.0))
0.3b
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

rewrite297.0ms

Algorithm
rewrite-expression-head
Rules
108×times-frac
61×sqrt-prod
56×add-sqr-sqrt
54×*-un-lft-identity add-cube-cbrt
25×add-cbrt-cube
23×add-exp-log
12×associate-/r*
11×pow1 associate-/l*
div-inv
cbrt-undiv div-exp associate-*r*
associate-*l/ prod-exp cbrt-unprod
expm1-log1p-u associate-*l* pow-prod-down log1p-expm1-u add-log-exp
clear-num frac-2neg flip3-- *-commutative flip--
unswap-sqr associate-/l/
Counts
4 → 169
Calls
4 calls:
217.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))))
24.0ms
(/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))
19.0ms
(/ (* t t) (sqrt 2.0))
30.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series945.0ms

Counts
4 → 12
Calls
4 calls:
607.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))))
122.0ms
(/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))
88.0ms
(/ (* t t) (sqrt 2.0))
129.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify2.1s

Counts
181 → 181
Iterations
IterNodes
done5001
22187
1727
0276

prune1.2s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.0b

localize44.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))
0.3b
(/ (* t t) (sqrt 2.0))
0.3b
(* (- (* x 0.5) y) (sqrt z))
0.5b
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0))

rewrite178.0ms

Algorithm
rewrite-expression-head
Rules
108×times-frac
67×sqrt-prod
60×add-sqr-sqrt
56×*-un-lft-identity add-cube-cbrt
25×add-cbrt-cube add-exp-log
12×associate-/r* associate-*r*
11×pow1 associate-/l*
div-inv
cbrt-undiv div-exp
associate-*l/ prod-exp cbrt-unprod
expm1-log1p-u associate-*l* pow-prod-down log1p-expm1-u add-log-exp
clear-num frac-2neg flip3-- *-commutative flip-- unswap-sqr
associate-/l/
Counts
4 → 175
Calls
4 calls:
15.0ms
(/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))
17.0ms
(/ (* t t) (sqrt 2.0))
47.0ms
(* (- (* x 0.5) y) (sqrt z))
90.0ms
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0))

series521.0ms

Counts
4 → 12
Calls
4 calls:
120.0ms
(/ (/ (* t t) (sqrt 2.0)) (sqrt 2.0))
92.0ms
(/ (* t t) (sqrt 2.0))
95.0ms
(* (- (* x 0.5) y) (sqrt z))
212.0ms
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0))

simplify1.5s

Counts
187 → 187
Iterations
IterNodes
done5000
22054
1653
0252

prune1.1s

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0b

localize33.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (* t t) (sqrt 2.0))
0.3b
(* (* (* (- (* x 0.5) y) (sqrt z)) (sqrt (sqrt 2.0))) (sqrt (sqrt 2.0)))
0.3b
(* (- (* x 0.5) y) (sqrt z))
0.3b
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt (sqrt 2.0)))

rewrite239.0ms

Algorithm
rewrite-expression-head
Rules
28×sqrt-prod
25×add-cbrt-cube add-exp-log
24×associate-*r*
21×add-sqr-sqrt
20×pow1
17×*-un-lft-identity add-cube-cbrt
12×associate-*l/
11×prod-exp cbrt-unprod
10×pow-prod-down
associate-/r* times-frac
associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
flip3-- *-commutative flip--
cbrt-undiv div-exp unswap-sqr
clear-num frac-2neg div-inv associate-/l*
Counts
4 → 114
Calls
4 calls:
13.0ms
(/ (* t t) (sqrt 2.0))
143.0ms
(* (* (* (- (* x 0.5) y) (sqrt z)) (sqrt (sqrt 2.0))) (sqrt (sqrt 2.0)))
24.0ms
(* (- (* x 0.5) y) (sqrt z))
52.0ms
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt (sqrt 2.0)))

series538.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(/ (* t t) (sqrt 2.0))
187.0ms
(* (* (* (- (* x 0.5) y) (sqrt z)) (sqrt (sqrt 2.0))) (sqrt (sqrt 2.0)))
105.0ms
(* (- (* x 0.5) y) (sqrt z))
183.0ms
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt (sqrt 2.0)))

simplify1.6s

Counts
126 → 126
Iterations
IterNodes
done5002
22093
1568
0207

prune709.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes958.0ms

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify5.0ms

Iterations
IterNodes
done21
121
017

end0.0ms

sample5.5s

Algorithm
intervals
Results
2.1s18099×body80valid
2.0s17998×body80nan