Details

Time bar (total: 32.9s)

sample96.0ms

Algorithm
intervals
Results
29.0ms86×body1280valid
20.0ms64×body640valid
7.0ms170×body80valid
3.0ms23×body320valid
0.0msbody160valid

simplify6.6s

Counts
1 → 1
Iterations
IterNodes
done5090
82971
7747
6218
594
445
324
216
111
06

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.1b

localize22.0ms

Local error

Found 2 expressions with local error:

0.0b
(exp (* a x))
2.0b
(- (exp (* a x)) 1.0)

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity
prod-diff add-cube-cbrt
add-log-exp
fma-neg
expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u
exp-prod sub-neg flip3-- exp-to-pow diff-log flip-- distribute-lft-out-- difference-of-squares rem-exp-log
Counts
2 → 42
Calls
2 calls:
5.0ms
(exp (* a x))
18.0ms
(- (exp (* a x)) 1.0)

series111.0ms

Counts
2 → 6
Calls
2 calls:
36.0ms
(exp (* a x))
76.0ms
(- (exp (* a x)) 1.0)

simplify3.2s

Counts
48 → 48
Iterations
IterNodes
done5000
31453
2414
1184
081

prune464.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (* x a) (* (* x a) (* x a)))
0.2b
(* (* x a) (* x a))
0.2b
(* (* x a) (* x a))
10.1b
(fma (* (* x a) (* x a)) 1/2 (fma (* (* x a) (* (* x a) (* x a))) 1/6 (* a x)))

rewrite314.0ms

Algorithm
rewrite-expression-head
Rules
210×pow1
94×pow-prod-down
69×add-cbrt-cube add-exp-log
47×prod-exp cbrt-unprod
38×pow-prod-up
16×pow-sqr
pow-plus
pow2 add-sqr-sqrt expm1-log1p-u *-un-lft-identity add-cube-cbrt insert-posit16 log1p-expm1-u add-log-exp
associate-*r* associate-*l* *-commutative
swap-sqr
cube-unmult fma-udef
Counts
4 → 151
Calls
4 calls:
191.0ms
(* (* x a) (* (* x a) (* x a)))
47.0ms
(* (* x a) (* x a))
47.0ms
(* (* x a) (* x a))
1.0ms
(fma (* (* x a) (* x a)) 1/2 (fma (* (* x a) (* (* x a) (* x a))) 1/6 (* a x)))

series465.0ms

Counts
4 → 12
Calls
4 calls:
110.0ms
(* (* x a) (* (* x a) (* x a)))
60.0ms
(* (* x a) (* x a))
87.0ms
(* (* x a) (* x a))
208.0ms
(fma (* (* x a) (* x a)) 1/2 (fma (* (* x a) (* (* x a) (* x a))) 1/6 (* a x)))

simplify3.1s

Counts
163 → 163
Iterations
IterNodes
done5001
2853
1243
0101

prune759.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize100.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (* a x))
0.0b
(exp (* a x))
0.2b
(* x (fma 2 a a))
2.0b
(- (exp (* x (fma 2 a a))) (* 1.0 (* 1.0 1.0)))

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt add-log-exp
*-un-lft-identity add-cube-cbrt
pow1 add-cbrt-cube add-exp-log fma-udef
fma-neg prod-diff
expm1-log1p-u exp-sum insert-posit16 log1p-expm1-u
distribute-rgt-in distribute-lft-in associate-*r* associate-*l*
exp-prod exp-to-pow rem-exp-log
sub-neg flip3-- diff-log pow-prod-down prod-exp *-commutative cbrt-unprod flip-- unswap-sqr
Counts
4 → 74
Calls
4 calls:
11.0ms
(exp (* a x))
8.0ms
(exp (* a x))
9.0ms
(* x (fma 2 a a))
31.0ms
(- (exp (* x (fma 2 a a))) (* 1.0 (* 1.0 1.0)))

series222.0ms

Counts
4 → 12
Calls
4 calls:
27.0ms
(exp (* a x))
28.0ms
(exp (* a x))
56.0ms
(* x (fma 2 a a))
110.0ms
(- (exp (* x (fma 2 a a))) (* 1.0 (* 1.0 1.0)))

simplify5.8s

Counts
86 → 86
Iterations
IterNodes
done5000
33460
2738
1262
0113

prune1.1s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize155.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (* a x))
0.0b
(exp (* a x))
0.2b
(* x (fma 2 a a))
2.0b
(- (exp (* x (fma 2 a a))) (* 1.0 (* 1.0 1.0)))

rewrite101.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt add-log-exp
*-un-lft-identity add-cube-cbrt
pow1 add-cbrt-cube add-exp-log fma-udef
fma-neg prod-diff
expm1-log1p-u exp-sum insert-posit16 log1p-expm1-u
distribute-rgt-in distribute-lft-in associate-*r* associate-*l*
exp-prod exp-to-pow rem-exp-log
sub-neg flip3-- diff-log pow-prod-down prod-exp *-commutative cbrt-unprod flip-- unswap-sqr
Counts
4 → 74
Calls
4 calls:
12.0ms
(exp (* a x))
11.0ms
(exp (* a x))
20.0ms
(* x (fma 2 a a))
50.0ms
(- (exp (* x (fma 2 a a))) (* 1.0 (* 1.0 1.0)))

series200.0ms

Counts
4 → 12
Calls
4 calls:
22.0ms
(exp (* a x))
35.0ms
(exp (* a x))
58.0ms
(* x (fma 2 a a))
84.0ms
(- (exp (* x (fma 2 a a))) (* 1.0 (* 1.0 1.0)))

simplify5.7s

Counts
86 → 86
Iterations
IterNodes
done5000
33460
2738
1262
0113

prune1.2s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

regimes701.0ms

Accuracy

98.4% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 21.0b

bsearch3.0ms

simplify13.0ms

Iterations
IterNodes
done34
134
028

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.1s2692×body1280valid
320.0ms1363×body640valid
203.0ms5568×body80valid
81.0ms777×body320valid
27.0ms376×body160valid