Details

Time bar (total: 17.1s)

sample179.0ms

Algorithm
intervals
Results
43.0ms565×body80valid
36.0ms485×body80nan

simplify1.1s

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize15.0ms

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

rewrite187.0ms

Algorithm
rewrite-expression-head
Rules
16×add-cbrt-cube
14×add-exp-log
13×add-sqr-sqrt
11×pow1 add-cube-cbrt *-un-lft-identity
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 flip-- div-inv
frac-2neg clear-num sqrt-prod rem-exp-log associate-/l* unswap-sqr
Counts
4 → 77
Calls
4 calls:
14.0ms
(/ (* t t) 2.0)
104.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
12.0ms
(exp (/ (* t t) 2.0))
55.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series358.0ms

Counts
4 → 12
Calls
4 calls:
27.0ms
(/ (* t t) 2.0)
179.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (exp (/ (* t t) 2.0)))
21.0ms
(exp (/ (* t t) 2.0))
131.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify717.0ms

Counts
89 → 89

prune373.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize16.0ms

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

rewrite153.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
16×add-exp-log add-cube-cbrt *-un-lft-identity
13×pow-unpow
11×associate-*r*
10×prod-exp add-cbrt-cube
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:
98.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (pow (exp t) (/ t 2.0)))
6.0ms
(pow (exp t) (/ t 2.0))
46.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series427.0ms

Counts
3 → 9
Calls
3 calls:
228.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (pow (exp t) (/ t 2.0)))
52.0ms
(pow (exp t) (/ t 2.0))
146.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify873.0ms

Counts
86 → 86

prune438.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize32.0ms

Local error

Found 4 expressions with local error:

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

rewrite270.0ms

Algorithm
rewrite-expression-head
Rules
62×add-exp-log
49×prod-exp
18×add-cbrt-cube
14×add-sqr-sqrt
13×pow1
12×pow-to-exp pow-exp
10×add-cube-cbrt *-un-lft-identity
cbrt-unprod
sqrt-pow1
sqrt-prod
exp-prod associate-*l/
associate-*r*
associate-*l* pow-prod-down add-log-exp
rem-sqrt-square flip3-- pow1/2 *-commutative flip--
unswap-sqr
Counts
4 → 91
Calls
4 calls:
3.0ms
(sqrt (exp t))
4.0ms
(sqrt (exp t))
186.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (* (pow (sqrt (exp t)) (/ t 2.0)) (pow (sqrt (exp t)) (/ t 2.0))))
74.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

series526.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(sqrt (exp t))
17.0ms
(sqrt (exp t))
340.0ms
(* (* (- (* x 0.5) y) (sqrt (* z 2.0))) (* (pow (sqrt (exp t)) (/ t 2.0)) (pow (sqrt (exp t)) (/ t 2.0))))
145.0ms
(* (- (* x 0.5) y) (sqrt (* z 2.0)))

simplify836.0ms

Counts
103 → 103

prune552.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (exp t))
0.0b
(* (* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0)) (* (pow (sqrt (exp t)) (/ t 2.0)) (pow (sqrt (exp t)) (/ t 2.0))))
0.3b
(* (- (* x 0.5) y) (sqrt z))
0.4b
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0))

rewrite472.0ms

Algorithm
rewrite-expression-head
Rules
110×add-exp-log
91×prod-exp
32×add-cbrt-cube
21×pow1
19×cbrt-unprod
18×pow-to-exp pow-exp
16×add-sqr-sqrt
13×associate-*r*
12×associate-*l/
11×add-cube-cbrt *-un-lft-identity
10×pow-prod-down sqrt-prod
associate-*l*
sqrt-pow1 add-log-exp
exp-prod flip3-- *-commutative flip--
unswap-sqr
rem-sqrt-square pow1/2
Counts
4 → 114
Calls
4 calls:
3.0ms
(sqrt (exp t))
304.0ms
(* (* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0)) (* (pow (sqrt (exp t)) (/ t 2.0)) (pow (sqrt (exp t)) (/ t 2.0))))
52.0ms
(* (- (* x 0.5) y) (sqrt z))
107.0ms
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0))

series600.0ms

Counts
4 → 12
Calls
4 calls:
20.0ms
(sqrt (exp t))
351.0ms
(* (* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0)) (* (pow (sqrt (exp t)) (/ t 2.0)) (pow (sqrt (exp t)) (/ t 2.0))))
69.0ms
(* (- (* x 0.5) y) (sqrt z))
160.0ms
(* (* (- (* x 0.5) y) (sqrt z)) (sqrt 2.0))

simplify1.2s

Counts
126 → 126

prune406.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0b

regimes745.0ms

Accuracy

2.5% (0.2b remaining)

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

bsearch0.0ms

simplify730.0ms

end0.0ms

sample5.9s

Algorithm
intervals
Results
2.1s17537×body80valid
1.9s17195×body80nan