Details

Time bar (total: 18.2s)

sample223.0ms

Algorithm
intervals
Results
167.0ms237×body10240exit
21.0ms201×body80valid
8.0ms27×body320valid
5.0ms15×body640valid
4.0ms19×body160valid

simplify1.6s

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

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.5b

localize383.0ms

Local error

Found 4 expressions with local error:

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

rewrite94.0ms

Algorithm
rewrite-expression-head
Rules
82×*-un-lft-identity
76×add-sqr-sqrt
67×add-cube-cbrt
63×prod-diff
61×times-frac
13×distribute-rgt-out distribute-rgt1-in
10×add-cbrt-cube
pow1 add-exp-log associate-/r/
associate-*r* associate-*l* add-log-exp
associate-/r*
expm1-log1p-u flip3-+ flip-+ insert-posit16 log1p-expm1-u div-inv
fma-neg associate-/l*
flip3-- div-sub pow-prod-down prod-exp *-commutative cbrt-unprod flip-- difference-of-squares unswap-sqr associate-/l/
cbrt-undiv clear-num sub-neg frac-2neg diff-log div-exp distribute-lft-out-- associate--r-
Counts
4 → 170
Calls
4 calls:
9.0ms
(* wj (exp wj))
9.0ms
(* wj (exp wj))
33.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
38.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

series233.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* wj (exp wj))
47.0ms
(* wj (exp wj))
65.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
89.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

simplify1.2s

Counts
182 → 182
Iterations
IterNodes
done2001
22001
1829
0309

prune1.0s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.3b

localize30.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune31.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.3b

localize103.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (exp wj) (* wj (exp wj)))
0.3b
(- (exp wj) (* wj (exp wj)))
1.5b
(fma (- (- (exp wj) (* wj (exp wj)))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))) (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj)))))))
5.3b
(fma 1 wj (- (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))))))

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
10×*-un-lft-identity
add-sqr-sqrt add-cube-cbrt add-log-exp
fma-neg prod-diff
expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u
sub-neg flip3-- distribute-rgt-out-- diff-log fma-udef flip--
Counts
4 → 66
Calls
4 calls:
17.0ms
(- (exp wj) (* wj (exp wj)))
18.0ms
(- (exp wj) (* wj (exp wj)))
0.0ms
(fma (- (- (exp wj) (* wj (exp wj)))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))) (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj)))))))
1.0ms
(fma 1 wj (- (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))))))

series569.0ms

Counts
4 → 12
Calls
4 calls:
69.0ms
(- (exp wj) (* wj (exp wj)))
63.0ms
(- (exp wj) (* wj (exp wj)))
224.0ms
(fma (- (- (exp wj) (* wj (exp wj)))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))) (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj)))))))
212.0ms
(fma 1 wj (- (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))))))

simplify965.0ms

Counts
78 → 78
Iterations
IterNodes
done2015
32015
2632
1203
089

prune620.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.3b

localize119.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (exp wj) (* wj (exp wj)))
0.3b
(- (exp wj) (* wj (exp wj)))
1.9b
(fma (- (- (exp wj) (* wj (exp wj)))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))) (* (* (exp wj) (- 1 wj)) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj)))))))
5.3b
(fma 1 wj (- (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))))))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
10×*-un-lft-identity
add-sqr-sqrt add-cube-cbrt add-log-exp
fma-neg prod-diff
expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u
sub-neg flip3-- distribute-rgt-out-- diff-log fma-udef flip--
Counts
4 → 66
Calls
4 calls:
17.0ms
(- (exp wj) (* wj (exp wj)))
17.0ms
(- (exp wj) (* wj (exp wj)))
0.0ms
(fma (- (- (exp wj) (* wj (exp wj)))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))) (* (* (exp wj) (- 1 wj)) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj)))))))
1.0ms
(fma 1 wj (- (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))))))

series571.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(- (exp wj) (* wj (exp wj)))
59.0ms
(- (exp wj) (* wj (exp wj)))
238.0ms
(fma (- (- (exp wj) (* wj (exp wj)))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))) (* (* (exp wj) (- 1 wj)) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj)))))))
221.0ms
(fma 1 wj (- (* (- (exp wj) (* wj (exp wj))) (/ (- (* wj (exp wj)) x) (- (* (exp wj) (exp wj)) (* (* wj (exp wj)) (* wj (exp wj))))))))

simplify1.1s

Counts
78 → 78
Iterations
IterNodes
done2004
32004
2694
1210
091

prune630.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.3b

regimes115.0ms

Accuracy

0% (1.6b remaining)

Error of 2.0b against oracle of 0.4b and baseline of 2.0b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done7
17
06

end0.0ms

sample8.5s

Algorithm
intervals
Results
6.4s7585×body10240exit
698.0ms463×body640valid
652.0ms6251×body80valid
266.0ms788×body320valid
103.0ms565×body160valid