Details

Time bar (total: 33.3s)

sample40.0ms

Algorithm
intervals
Results
18.0ms269×body80valid

simplify24.0ms

Counts
1 → 1
Iterations
IterNodes
done21
221
117
011

prune35.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.7b

localize32.0ms

Local error

Found 2 expressions with local error:

0.3b
(fma a c (* b d))
25.2b
(/ (fma a c (* b d)) (fma d d (* c c)))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
associate-/r* associate-/l*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg div-exp fma-udef div-inv
Counts
2 → 41
Calls
2 calls:
6.0ms
(fma a c (* b d))
14.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))

series315.0ms

Counts
2 → 6
Calls
2 calls:
99.0ms
(fma a c (* b d))
216.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))

simplify6.1s

Counts
47 → 47
Iterations
IterNodes
done5000
43547
31019
2277
1109
065

prune807.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 25.0b

localize88.0ms

Local error

Found 4 expressions with local error:

0.3b
(fma a c (* b d))
14.5b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
29.5b
(sqrt (fma d d (* c c)))
29.5b
(sqrt (fma d d (* c c)))

rewrite19.0ms

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:
1.0ms
(fma a c (* b d))
9.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
3.0ms
(sqrt (fma d d (* c c)))
3.0ms
(sqrt (fma d d (* c c)))

series617.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(fma a c (* b d))
354.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
104.0ms
(sqrt (fma d d (* c c)))
75.0ms
(sqrt (fma d d (* c c)))

simplify5.9s

Counts
99 → 99
Iterations
IterNodes
done5004
42796
3969
2305
1146
091

prune1.7s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 22.3b

localize51.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (fma a c (* b d)) (hypot d c)) (sqrt (fma d d (* c c))))
0.3b
(fma a c (* b d))
14.5b
(/ (fma a c (* b d)) (hypot d c))
29.5b
(sqrt (fma d d (* c c)))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
150×times-frac
91×add-sqr-sqrt
90×*-un-lft-identity add-cube-cbrt
45×sqrt-prod
16×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 → 173
Calls
4 calls:
33.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (sqrt (fma d d (* c c))))
2.0ms
(fma a c (* b d))
8.0ms
(/ (fma a c (* b d)) (hypot d c))
3.0ms
(sqrt (fma d d (* c c)))

series981.0ms

Counts
4 → 12
Calls
4 calls:
522.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (sqrt (fma d d (* c c))))
103.0ms
(fma a c (* b d))
280.0ms
(/ (fma a c (* b d)) (hypot d c))
76.0ms
(sqrt (fma d d (* c c)))

simplify4.7s

Counts
185 → 185
Iterations
IterNodes
done5001
33017
21039
1468
0230

prune2.4s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 12.0b

localize31.0ms

Local error

Found 3 expressions with local error:

0.1b
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
0.3b
(fma a c (* b d))
14.5b
(/ (fma a c (* b d)) (hypot d c))

rewrite47.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
53×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×associate-/l*
10×add-cbrt-cube add-exp-log
associate-/r* div-inv
cbrt-undiv div-exp
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg
fma-udef associate-/l/
Counts
3 → 114
Calls
3 calls:
27.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
1.0ms
(fma a c (* b d))
7.0ms
(/ (fma a c (* b d)) (hypot d c))

series570.0ms

Counts
3 → 9
Calls
3 calls:
254.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
68.0ms
(fma a c (* b d))
247.0ms
(/ (fma a c (* b d)) (hypot d c))

simplify4.7s

Counts
123 → 123
Iterations
IterNodes
done5001
33413
2911
1349
0162

prune1.5s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 5.6b

regimes1.1s

Accuracy

18.7% (9.3b remaining)

Error of 15.1b against oracle of 5.8b and baseline of 17.3b

bsearch64.0ms

Steps
ItersRangePoint
9
4.230872522382776e+160
1.60249842060193e+167
9.842459121637509e+163

simplify4.0ms

Iterations
IterNodes
done14
114
013

end0.0ms

sample1.3s

Algorithm
intervals
Results
936.0ms8499×body80valid