Details

Time bar (total: 16.5s)

sample66.0ms

Algorithm
intervals
Results
47.0ms268×body80valid

simplify17.0ms

Counts
1 → 1
Iterations
IterNodes
321
221
117
011

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.6b

localize16.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma d d (* c c))
1.0b
(fma a c (* b d))
24.6b
(/ (fma a c (* b d)) (fma d d (* c c)))

rewrite6.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 associate-/r* insert-posit16 log1p-expm1-u associate-/l* add-log-exp
fma-udef
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
3 → 52
Calls
3 calls:
0.0ms
(fma d d (* c c))
0.0ms
(fma a c (* b d))
4.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))

series222.0ms

Counts
3 → 9
Calls
3 calls:
47.0ms
(fma d d (* c c))
48.0ms
(fma a c (* b d))
128.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))

simplify1.3s

Counts
61 → 61
Iterations
IterNodes
43360
3977
2322
1123
075

prune697.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 24.1b

localize33.0ms

Local error

Found 4 expressions with local error:

1.0b
(fma a c (* b d))
16.9b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
31.5b
(sqrt (fma d d (* c c)))
31.5b
(sqrt (fma d d (* c c)))

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
18×times-frac sqrt-prod
pow1 associate-/r* add-cbrt-cube add-exp-log
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
fma-udef associate-/l*
rem-sqrt-square sqrt-pow1 pow1/2 hypot-def
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
4 → 87
Calls
4 calls:
0.0ms
(fma a c (* b d))
5.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
1.0ms
(sqrt (fma d d (* c c)))
1.0ms
(sqrt (fma d d (* c c)))

series320.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(fma a c (* b d))
160.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
49.0ms
(sqrt (fma d d (* c c)))
59.0ms
(sqrt (fma d d (* c c)))

simplify1.1s

Counts
99 → 99
Iterations
IterNodes
42805
3970
2305
1146
091

prune1.3s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 22.9b

localize49.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
1.0b
(fma a c (* b d))
16.9b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
31.5b
(sqrt (fma d d (* c c)))

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
156×times-frac
96×add-sqr-sqrt
95×*-un-lft-identity add-cube-cbrt
51×sqrt-prod
25×associate-/l*
11×add-cbrt-cube add-exp-log
associate-/r*
div-inv
pow1
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg fma-udef
rem-sqrt-square sqrt-pow1 pow1/2 hypot-def associate-/l/
Counts
4 → 179
Calls
4 calls:
9.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
0.0ms
(fma a c (* b d))
5.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
1.0ms
(sqrt (fma d d (* c c)))

series454.0ms

Counts
4 → 12
Calls
4 calls:
186.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
58.0ms
(fma a c (* b d))
137.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
73.0ms
(sqrt (fma d d (* c c)))

simplify1.1s

Counts
191 → 191
Iterations
IterNodes
33771
21077
1483
0231

prune2.3s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 6.5b

localize27.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ 1 (/ (hypot d c) (fma b d (* c a)))) (hypot d c))
0.2b
(/ 1 (/ (hypot d c) (fma b d (* c a))))
0.8b
(fma b d (* c a))
16.9b
(/ (hypot d c) (fma b d (* c a)))

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
480×times-frac
239×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
50×associate-/l*
36×add-exp-log
23×div-inv
22×div-exp
20×add-cbrt-cube
19×associate-/r*
10×cbrt-undiv
pow1 associate-/r/
expm1-log1p-u rec-exp 1-exp insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg
fma-udef pow-flip inv-pow associate-/l/
Counts
4 → 323
Calls
4 calls:
21.0ms
(/ (/ 1 (/ (hypot d c) (fma b d (* c a)))) (hypot d c))
6.0ms
(/ 1 (/ (hypot d c) (fma b d (* c a))))
0.0ms
(fma b d (* c a))
5.0ms
(/ (hypot d c) (fma b d (* c a)))

series522.0ms

Counts
4 → 12
Calls
4 calls:
215.0ms
(/ (/ 1 (/ (hypot d c) (fma b d (* c a)))) (hypot d c))
145.0ms
(/ 1 (/ (hypot d c) (fma b d (* c a))))
47.0ms
(fma b d (* c a))
115.0ms
(/ (hypot d c) (fma b d (* c a)))

simplify1.5s

Counts
335 → 335
Iterations
IterNodes
23263
11236
0462

prune3.7s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 3.4b

regimes375.0ms

Accuracy

28.4% (10.5b remaining)

Error of 12.9b against oracle of 2.4b and baseline of 17.0b

bsearch105.0ms

Steps
ItersRangePoint
7
1.1552701116243735e+166
2.1229772983211598e+168
1.1770311826568578e+166
9
-5.0081114852453345e+138
-9.278525860478265e+132
-1.284532853290371e+137

simplify3.0ms

Iterations
IterNodes
225
125
020

end0.0ms

sample1.3s

Algorithm
intervals
Results
1.1s8470×body80valid