Details

Time bar (total: 26.0s)

sample57.0ms

Algorithm
intervals
Results
41.0ms270×body80valid

simplify17.0ms

Counts
1 → 1
Iterations
IterNodes
321
221
117
011

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.2b

localize19.0ms

Local error

Found 2 expressions with local error:

0.0b
(fma a c (* b d))
28.2b
(/ (fma a c (* b d)) (fma d d (* c c)))

rewrite5.0ms

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:
0.0ms
(fma a c (* b d))
4.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))

series216.0ms

Counts
2 → 6
Calls
2 calls:
62.0ms
(fma a c (* b d))
153.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))

simplify1.2s

Counts
47 → 47
Iterations
IterNodes
43544
31049
2283
1108
065

prune542.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 27.8b

localize26.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c))))
18.7b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
33.4b
(sqrt (fma d d (* c c)))
33.4b
(sqrt (fma d d (* c c)))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
276×times-frac
160×add-sqr-sqrt
158×*-un-lft-identity add-cube-cbrt
150×sqrt-prod
25×associate-/l*
12×associate-/r*
11×add-cbrt-cube add-exp-log
div-inv
pow1
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 fma-udef hypot-def
associate-/l/
Counts
4 → 254
Calls
4 calls:
10.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c))))
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)))

series423.0ms

Counts
4 → 12
Calls
4 calls:
127.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c))))
182.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
58.0ms
(sqrt (fma d d (* c c)))
55.0ms
(sqrt (fma d d (* c c)))

simplify1.9s

Counts
266 → 266
Iterations
IterNodes
34174
21184
1542
0262

prune2.6s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 16.8b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma b d (* c a))
0.1b
(/ (hypot d c) (/ (fma b d (* c a)) (hypot d c)))
0.6b
(/ 1 (/ (hypot d c) (/ (fma b d (* c a)) (hypot d c))))
18.7b
(/ (fma b d (* c a)) (hypot d c))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
480×times-frac
239×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
60×associate-/r*
32×add-exp-log
23×div-inv
20×add-cbrt-cube
19×div-exp
10×cbrt-undiv
associate-/l*
associate-/r/
pow1
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp
fma-udef pow-flip inv-pow
Counts
4 → 321
Calls
4 calls:
0.0ms
(fma b d (* c a))
6.0ms
(/ (hypot d c) (/ (fma b d (* c a)) (hypot d c)))
9.0ms
(/ 1 (/ (hypot d c) (/ (fma b d (* c a)) (hypot d c))))
8.0ms
(/ (fma b d (* c a)) (hypot d c))

series681.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(fma b d (* c a))
155.0ms
(/ (hypot d c) (/ (fma b d (* c a)) (hypot d c)))
288.0ms
(/ 1 (/ (hypot d c) (/ (fma b d (* c a)) (hypot d c))))
185.0ms
(/ (fma b d (* c a)) (hypot d c))

simplify6.2s

Counts
333 → 333
Iterations
IterNodes
22985
11161
0442

prune2.9s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.4b

localize18.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma b d (* c a))
0.2b
(* (/ 1 (hypot d c)) (/ (fma b d (* c a)) (hypot d c)))
18.7b
(/ (fma b d (* c a)) (hypot d c))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
42×add-sqr-sqrt
34×times-frac
27×*-un-lft-identity add-exp-log
25×add-cube-cbrt
17×add-cbrt-cube
13×associate-*r* associate-*l*
div-exp
prod-exp
unswap-sqr
pow1 cbrt-undiv
cbrt-unprod
expm1-log1p-u associate-/r* insert-posit16 log1p-expm1-u div-inv associate-/l* add-log-exp
rec-exp 1-exp
frac-times clear-num frac-2neg pow-prod-down associate-*l/ associate-*r/ *-commutative fma-udef
Counts
3 → 100
Calls
3 calls:
0.0ms
(fma b d (* c a))
13.0ms
(* (/ 1 (hypot d c)) (/ (fma b d (* c a)) (hypot d c)))
4.0ms
(/ (fma b d (* c a)) (hypot d c))

series375.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(fma b d (* c a))
189.0ms
(* (/ 1 (hypot d c)) (/ (fma b d (* c a)) (hypot d c)))
143.0ms
(/ (fma b d (* c a)) (hypot d c))

simplify6.4s

Counts
109 → 109
Iterations
IterNodes
33853
21104
1361
0142

prune752.0ms

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 5.4b

regimes278.0ms

Accuracy

35.5% (7.6b remaining)

Error of 12.7b against oracle of 5.2b and baseline of 16.9b

bsearch105.0ms

Steps
ItersRangePoint
9
5.794242328935301e+149
4.804137794702964e+156
3.85213929759163e+150
5
-2.3145197442357917e+201
-5.993537297213248e+200
-1.1964723101605788e+201

simplify10.0ms

Iterations
IterNodes
431
331
228
125
020

end0.0ms

sample1.2s

Algorithm
intervals
Results
947.0ms8484×body80valid