Details

Time bar (total: 13.8s)

sample34.0ms

Algorithm
intervals
Results
24.0ms462×body80valid

simplify32.0ms

Counts
1 → 1
Iterations
IterNodes
done69
569
465
350
229
114
07

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize23.0ms

Local error

Found 2 expressions with local error:

0.0b
(fma x x (* (* 3 y) y))
0.2b
(* (* 3 y) y)

rewrite16.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity associate-*r* pow-prod-down prod-exp add-cube-cbrt cbrt-unprod
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
associate-*l* *-commutative fma-udef
Counts
2 → 32
Calls
2 calls:
0.0ms
(fma x x (* (* 3 y) y))
15.0ms
(* (* 3 y) y)

series107.0ms

Counts
2 → 6
Calls
2 calls:
72.0ms
(fma x x (* (* 3 y) y))
35.0ms
(* (* 3 y) y)

simplify1.7s

Counts
38 → 38
Iterations
IterNodes
done5001
31390
2365
1126
054

prune140.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ (* x x) (* y y)) (* y y))
0.0b
(+ (* x x) (* y y))
0.2b
(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))

rewrite172.0ms

Algorithm
rewrite-expression-head
Rules
19×add-log-exp
10×sum-log
fma-def
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u pow1 +-commutative flip3-+ add-cbrt-cube add-exp-log flip-+ insert-posit16 log1p-expm1-u
associate-+l+
Counts
3 → 54
Calls
3 calls:
39.0ms
(+ (+ (* x x) (* y y)) (* y y))
8.0ms
(+ (* x x) (* y y))
125.0ms
(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))

series151.0ms

Counts
3 → 9
Calls
3 calls:
47.0ms
(+ (+ (* x x) (* y y)) (* y y))
43.0ms
(+ (* x x) (* y y))
60.0ms
(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))

simplify2.4s

Counts
63 → 63
Iterations
IterNodes
done5000
34942
2864
1252
079

prune244.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x x) (* y y))
0.2b
(fma (sqrt (+ (+ (* x x) (* y y)) (* y y))) (sqrt (+ (+ (* x x) (* y y)) (* y y))) (* y y))
4.5b
(sqrt (+ (+ (* x x) (* y y)) (* y y)))
4.5b
(sqrt (+ (+ (* x x) (* y y)) (* y y)))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt
pow1 *-un-lft-identity add-cube-cbrt sqrt-prod add-log-exp
expm1-log1p-u add-cbrt-cube sqrt-div add-exp-log insert-posit16 log1p-expm1-u
flip3-+ flip-+
rem-sqrt-square sqrt-pow1 pow1/2 hypot-def
+-commutative sum-log fma-def fma-udef
Counts
4 → 64
Calls
4 calls:
12.0ms
(+ (* x x) (* y y))
0.0ms
(fma (sqrt (+ (+ (* x x) (* y y)) (* y y))) (sqrt (+ (+ (* x x) (* y y)) (* y y))) (* y y))
35.0ms
(sqrt (+ (+ (* x x) (* y y)) (* y y)))
31.0ms
(sqrt (+ (+ (* x x) (* y y)) (* y y)))

series366.0ms

Counts
4 → 12
Calls
4 calls:
53.0ms
(+ (* x x) (* y y))
149.0ms
(fma (sqrt (+ (+ (* x x) (* y y)) (* y y))) (sqrt (+ (+ (* x x) (* y y)) (* y y))) (* y y))
77.0ms
(sqrt (+ (+ (* x x) (* y y)) (* y y)))
87.0ms
(sqrt (+ (+ (* x x) (* y y)) (* y y)))

simplify1.8s

Counts
76 → 76
Iterations
IterNodes
done5000
32797
2617
1202
084

prune387.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))
0.3b
(* (sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))) (sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))))
4.6b
(sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y)))
4.6b
(sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y)))

rewrite911.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
24×sqrt-prod
21×pow1
16×sqrt-div
15×*-un-lft-identity add-cube-cbrt
13×add-log-exp
10×sqrt-pow1 pow1/2
flip3-+ flip-+
swap-sqr
sum-log add-cbrt-cube associate-*r* associate-*l* add-exp-log
pow-prod-up
expm1-log1p-u frac-times insert-posit16 log1p-expm1-u unswap-sqr
fma-def pow-prod-down pow-sqr
rem-sqrt-square associate-*l/ associate-*r/ hypot-def
pow2 +-commutative associate-+l+ rem-square-sqrt pow-plus sqrt-unprod prod-exp *-commutative cbrt-unprod
Counts
4 → 118
Calls
4 calls:
109.0ms
(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))
503.0ms
(* (sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))) (sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))))
153.0ms
(sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y)))
143.0ms
(sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y)))

series271.0ms

Counts
4 → 12
Calls
4 calls:
51.0ms
(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))
62.0ms
(* (sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))) (sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))))
81.0ms
(sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y)))
77.0ms
(sqrt (+ (+ (+ (* x x) (* y y)) (* y y)) (* y y)))

simplify2.4s

Counts
130 → 130
Iterations
IterNodes
done5000
33066
2693
1274
0114

prune533.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes253.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done8
18
06

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.4s14126×body80valid