Details

Time bar (total: 20.1s)

sample250.0ms

Algorithm
intervals
Results
194.0ms263×body10240exit
19.0ms203×body80valid
7.0ms23×body160valid
7.0ms21×body320valid
5.0ms10×body640valid

simplify1.3s

Counts
1 → 1
Iterations
IterNodes
done2022
62022
5815
4205
3108
252
121
08

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.5b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(* wj (exp wj))
0.0b
(+ (exp wj) (* wj (exp wj)))
0.3b
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
5.8b
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

rewrite142.0ms

Algorithm
rewrite-expression-head
Rules
82×*-un-lft-identity
73×add-sqr-sqrt
66×add-cube-cbrt
63×prod-diff
61×times-frac
14×distribute-rgt-out distribute-rgt1-in
add-cbrt-cube associate-/r/ add-log-exp
add-exp-log
pow1
associate-/r* flip3-+ flip-+
expm1-log1p-u insert-posit16 log1p-expm1-u div-inv
fma-def fma-neg associate-*r* associate-*l* associate-/l*
flip3-- div-sub flip-- difference-of-squares associate-/l/
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg diff-log div-exp pow-prod-down prod-exp *-commutative cbrt-unprod distribute-lft-out-- associate--r- unswap-sqr
Counts
4 → 168
Calls
4 calls:
18.0ms
(* wj (exp wj))
16.0ms
(+ (exp wj) (* wj (exp wj)))
40.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
63.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

series230.0ms

Counts
4 → 12
Calls
4 calls:
51.0ms
(* wj (exp wj))
51.0ms
(+ (exp wj) (* wj (exp wj)))
53.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
75.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

simplify1.1s

Counts
180 → 180
Iterations
IterNodes
done2001
22001
1847
0321

prune1.8s

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.5b

localize23.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune15.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.5b

localize44.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (exp wj) (* wj (exp wj)))
0.0b
(+ (exp wj) (* wj (exp wj)))
0.3b
(/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj))))
5.3b
(- wj (/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj)))))

rewrite86.0ms

Algorithm
rewrite-expression-head
Rules
35×*-un-lft-identity
33×prod-diff
28×add-sqr-sqrt
26×add-cube-cbrt
20×times-frac
10×add-log-exp
add-cbrt-cube
add-exp-log associate-/r/
distribute-rgt-out distribute-rgt1-in
fma-def flip3-+ flip-+
associate-/r*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u div-inv
fma-neg
cbrt-undiv +-commutative sum-log div-exp
clear-num sub-neg frac-2neg flip3-- diff-log prod-exp cbrt-unprod flip-- associate-/l* distribute-lft-out-- difference-of-squares
Counts
4 → 121
Calls
4 calls:
19.0ms
(+ (exp wj) (* wj (exp wj)))
17.0ms
(+ (exp wj) (* wj (exp wj)))
27.0ms
(/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj))))
20.0ms
(- wj (/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj)))))

series205.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(+ (exp wj) (* wj (exp wj)))
37.0ms
(+ (exp wj) (* wj (exp wj)))
48.0ms
(/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj))))
75.0ms
(- wj (/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj)))))

simplify1.4s

Counts
133 → 133
Iterations
IterNodes
done2001
32001
21925
1541
0199

prune1.6s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ x (+ (exp wj) (* wj (exp wj))))
0.0b
(+ (exp wj) (* wj (exp wj)))
0.0b
(- (fma (* wj wj) (* wj wj) (* wj wj)) (* wj (* wj wj)))
0.1b
(* wj (* wj wj))

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
23×*-un-lft-identity
19×add-sqr-sqrt
18×pow1 add-cube-cbrt
15×times-frac
11×add-cbrt-cube add-exp-log
add-log-exp
associate-/r* distribute-rgt-out distribute-rgt1-in pow-prod-up
expm1-log1p-u insert-posit16 log1p-expm1-u
fma-def fma-neg associate-*l* prod-diff pow-prod-down prod-exp cbrt-unprod associate-/l*
flip3-+ associate-/r/ flip-+
pow2 cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg pow-plus flip3-- diff-log cube-unmult div-exp associate-*r* associate--l+ pow-sqr *-commutative fma-udef div-inv flip-- unswap-sqr
Counts
4 → 108
Calls
4 calls:
11.0ms
(/ x (+ (exp wj) (* wj (exp wj))))
14.0ms
(+ (exp wj) (* wj (exp wj)))
13.0ms
(- (fma (* wj wj) (* wj wj) (* wj wj)) (* wj (* wj wj)))
23.0ms
(* wj (* wj wj))

series232.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(/ x (+ (exp wj) (* wj (exp wj))))
52.0ms
(+ (exp wj) (* wj (exp wj)))
62.0ms
(- (fma (* wj wj) (* wj wj) (* wj wj)) (* wj (* wj wj)))
54.0ms
(* wj (* wj wj))

simplify1.3s

Counts
120 → 120
Iterations
IterNodes
done2012
32012
21380
1405
0184

prune1.4s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

regimes99.0ms

Accuracy

0% (1.0b remaining)

Error of 1.1b against oracle of 0.1b and baseline of 1.1b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done17
117
012

end0.0ms

sample8.6s

Algorithm
intervals
Results
7.1s7821×body10240exit
637.0ms6279×body80valid
242.0ms761×body320valid
186.0ms456×body640valid
139.0ms582×body160valid