Details

Time bar (total: 21.8s)

sample159.0ms

Algorithm
intervals
Results
48.0ms583×body80nan
42.0ms585×body80valid

simplify1.9s

Counts
1 → 1
Iterations
IterNodes
done5000
72095
6679
5324
4182
388
241
125
015

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.3b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (* t t) 2.0)
0.0b
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
0.1b
(exp (/ (* t t) 2.0))
0.3b
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

rewrite216.0ms

Algorithm
rewrite-expression-head
Rules
16×add-cbrt-cube
14×add-exp-log
13×add-sqr-sqrt
11×pow1 *-un-lft-identity add-cube-cbrt
exp-prod associate-*r*
times-frac associate-*l/
prod-exp cbrt-unprod add-log-exp
associate-*l* pow-prod-down
associate-/r*
cbrt-undiv flip3-- div-exp *-commutative div-inv flip--
clear-num frac-2neg sqrt-prod associate-/l* unswap-sqr rem-exp-log
Counts
4 → 77
Calls
4 calls:
15.0ms
(/ (* t t) 2.0)
141.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
4.0ms
(exp (/ (* t t) 2.0))
52.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series471.0ms

Counts
4 → 12
Calls
4 calls:
56.0ms
(/ (* t t) 2.0)
221.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
37.0ms
(exp (/ (* t t) 2.0))
157.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify1.3s

Counts
89 → 89
Iterations
IterNodes
done5001
22643
1479
0174

prune628.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize50.0ms

Local error

Found 3 expressions with local error:

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

rewrite189.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
16×*-un-lft-identity add-exp-log add-cube-cbrt
13×pow-unpow
11×associate-*r*
10×add-cbrt-cube prod-exp
times-frac
pow1 unpow-prod-down associate-*l/
pow-pow associate-*l* cbrt-unprod
pow-to-exp exp-prod pow-exp add-log-exp
flip3-- *-commutative flip-- sqr-pow
pow-prod-down sqrt-prod div-inv unswap-sqr
Counts
3 → 77
Calls
3 calls:
119.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (pow (exp t) (/ t 2.0)))
5.0ms
(pow (exp t) (/ t 2.0))
60.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series464.0ms

Counts
3 → 9
Calls
3 calls:
256.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (pow (exp t) (/ t 2.0)))
61.0ms
(pow (exp t) (/ t 2.0))
147.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify1.5s

Counts
86 → 86
Iterations
IterNodes
done5001
22540
1540
0185

prune664.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 3 expressions with local error:

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

rewrite157.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
16×*-un-lft-identity add-exp-log add-cube-cbrt
13×pow-unpow
10×add-cbrt-cube associate-*l* prod-exp
times-frac
pow1 unpow-prod-down
associate-*r*
pow-pow associate-*l/ cbrt-unprod
pow-to-exp exp-prod pow-exp add-log-exp
flip3-- associate-*r/ *-commutative flip-- sqr-pow
pow-prod-down sqrt-prod div-inv unswap-sqr
Counts
3 → 77
Calls
3 calls:
85.0ms
(* (pow (exp t) (/ t 2.0)) (* (- (* x 0.5) y) (sqrt (* z 2.0))))
10.0ms
(pow (exp t) (/ t 2.0))
60.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series495.0ms

Counts
3 → 9
Calls
3 calls:
264.0ms
(* (pow (exp t) (/ t 2.0)) (* (- (* x 0.5) y) (sqrt (* z 2.0))))
91.0ms
(pow (exp t) (/ t 2.0))
139.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify1.1s

Counts
86 → 86
Iterations
IterNodes
done5002
22131
1529
0183

prune643.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 4 expressions with local error:

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

rewrite362.0ms

Algorithm
rewrite-expression-head
Rules
32×add-exp-log
24×add-sqr-sqrt
22×prod-exp
20×*-un-lft-identity add-cbrt-cube add-cube-cbrt
14×associate-*l*
13×pow-unpow
12×pow1
10×associate-*r* cbrt-unprod
times-frac
associate-*r/
sqrt-prod
unpow-prod-down
pow-to-exp pow-pow pow-prod-down associate-*l/ pow-exp add-log-exp
exp-prod flip3-- *-commutative flip--
distribute-rgt-in sub-neg distribute-lft-in unswap-sqr sqr-pow
div-inv
Counts
4 → 111
Calls
4 calls:
204.0ms
(* (pow (exp t) (/ t 2.0)) (* (* (sqrt z) (- (* x 0.5) y)) (sqrt 2.0)))
9.0ms
(pow (exp t) (/ t 2.0))
50.0ms
(* (sqrt z) (- (* x 0.5) y))
93.0ms
(* (* (sqrt z) (- (* x 0.5) y)) (sqrt 2.0))

series866.0ms

Counts
4 → 12
Calls
4 calls:
407.0ms
(* (pow (exp t) (/ t 2.0)) (* (* (sqrt z) (- (* x 0.5) y)) (sqrt 2.0)))
72.0ms
(pow (exp t) (/ t 2.0))
118.0ms
(* (sqrt z) (- (* x 0.5) y))
269.0ms
(* (* (sqrt z) (- (* x 0.5) y)) (sqrt 2.0))

simplify1.8s

Counts
123 → 123
Iterations
IterNodes
done5000
23120
1690
0234

prune812.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 0.0b

regimes1.2s

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done19
119
015

end0.0ms

sample6.7s

Algorithm
intervals
Results
2.5s17999×body80nan
2.1s17918×body80valid