Details

Time bar (total: 58.3s)

sample88.0ms

Algorithm
intervals
Results
38.0ms256×body80valid

simplify35.0ms

Counts
1 → 1
Iterations
IterNodes
done31
331
226
116
011

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 38.5b

localize61.0ms

Local error

Found 2 expressions with local error:

0.1b
(/ (fma x x (fma y y (* z z))) 3.0)
35.7b
(sqrt (/ (fma x x (fma y y (* z z))) 3.0))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
19×times-frac
17×add-cube-cbrt *-un-lft-identity
13×sqrt-prod
add-exp-log add-cbrt-cube
pow1 associate-/r* associate-/l*
expm1-log1p-u rem-sqrt-square log1p-expm1-u div-inv add-log-exp
cbrt-undiv frac-2neg sqrt-pow1 pow1/2 sqrt-div div-exp clear-num
Counts
2 → 56
Calls
2 calls:
10.0ms
(/ (fma x x (fma y y (* z z))) 3.0)
9.0ms
(sqrt (/ (fma x x (fma y y (* z z))) 3.0))

series1.1s

Counts
2 → 6
Calls
2 calls:
294.0ms
(/ (fma x x (fma y y (* z z))) 3.0)
802.0ms
(sqrt (/ (fma x x (fma y y (* z z))) 3.0))

simplify8.6s

Counts
62 → 62
Iterations
IterNodes
done5035
42666
3787
2323
1167
0101

prune829.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 18.4b

localize55.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (sqrt (fma x x (fma y y (* z z)))) (cbrt 3.0))
35.6b
(sqrt (fma x x (fma y y (* z z))))
35.6b
(sqrt (fma x x (fma y y (* z z))))
35.7b
(sqrt (* (/ (sqrt (fma x x (fma y y (* z z)))) (* (cbrt 3.0) (cbrt 3.0))) (/ (sqrt (fma x x (fma y y (* z z)))) (cbrt 3.0))))

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
36×add-sqr-sqrt times-frac
34×add-cube-cbrt *-un-lft-identity
28×sqrt-prod
21×cbrt-prod
pow1
add-exp-log associate-/r* associate-/l*
add-cbrt-cube
expm1-log1p-u sqrt-pow1 log1p-expm1-u add-log-exp
pow1/2 sqrt-div
rem-sqrt-square
cbrt-undiv frac-times frac-2neg associate-*r/ div-exp pow-prod-down associate-*l/ clear-num div-inv
Counts
4 → 108
Calls
4 calls:
14.0ms
(/ (sqrt (fma x x (fma y y (* z z)))) (cbrt 3.0))
3.0ms
(sqrt (fma x x (fma y y (* z z))))
3.0ms
(sqrt (fma x x (fma y y (* z z))))
65.0ms
(sqrt (* (/ (sqrt (fma x x (fma y y (* z z)))) (* (cbrt 3.0) (cbrt 3.0))) (/ (sqrt (fma x x (fma y y (* z z)))) (cbrt 3.0))))

series2.8s

Counts
4 → 12
Calls
4 calls:
1.0s
(/ (sqrt (fma x x (fma y y (* z z)))) (cbrt 3.0))
509.0ms
(sqrt (fma x x (fma y y (* z z))))
376.0ms
(sqrt (fma x x (fma y y (* z z))))
919.0ms
(sqrt (* (/ (sqrt (fma x x (fma y y (* z z)))) (* (cbrt 3.0) (cbrt 3.0))) (/ (sqrt (fma x x (fma y y (* z z)))) (cbrt 3.0))))

simplify4.8s

Counts
120 → 120
Iterations
IterNodes
done5000
41447
3578
2293
1197
0132

prune1.8s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 18.4b

localize36.0ms

Local error

Found 2 expressions with local error:

0.3b
(* (sqrt (fma x x (fma y y (* z z)))) (sqrt (/ 1 3.0)))
35.6b
(sqrt (fma x x (fma y y (* z z))))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
32×add-sqr-sqrt
29×sqrt-prod
16×associate-*r*
15×*-un-lft-identity
13×add-cube-cbrt times-frac
unswap-sqr
pow1
associate-*l*
add-exp-log add-cbrt-cube
sqrt-pow1 pow1/2 pow-prod-down
expm1-log1p-u log1p-expm1-u add-log-exp
rem-sqrt-square sqrt-unprod sqrt-div associate-*r/ prod-exp *-commutative cbrt-unprod div-inv
Counts
2 → 62
Calls
2 calls:
50.0ms
(* (sqrt (fma x x (fma y y (* z z)))) (sqrt (/ 1 3.0)))
3.0ms
(sqrt (fma x x (fma y y (* z z))))

series999.0ms

Counts
2 → 6
Calls
2 calls:
530.0ms
(* (sqrt (fma x x (fma y y (* z z)))) (sqrt (/ 1 3.0)))
464.0ms
(sqrt (fma x x (fma y y (* z z))))

simplify7.0s

Counts
68 → 68
Iterations
IterNodes
done5004
41936
3660
2351
1176
099

prune1.0s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 18.4b

localize81.0ms

Local error

Found 1 expressions with local error:

0.1b
(* (sqrt 0.3333333333333333) x)

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
associate-*l*
add-cube-cbrt *-un-lft-identity sqrt-prod
pow1 add-exp-log associate-*r* add-cbrt-cube
unswap-sqr
expm1-log1p-u pow-prod-down prod-exp *-commutative cbrt-unprod log1p-expm1-u add-log-exp
Counts
1 → 24
Calls
1 calls:
50.0ms
(* (sqrt 0.3333333333333333) x)

series128.0ms

Counts
1 → 3
Calls
1 calls:
128.0ms
(* (sqrt 0.3333333333333333) x)

simplify19.7s

Counts
27 → 27
Iterations
IterNodes
done5007
64571
51750
4876
3361
2163
172
037

prune443.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 18.3b

regimes1.9s

Accuracy

63.5% (7.1b remaining)

Error of 25.5b against oracle of 18.5b and baseline of 37.8b

bsearch204.0ms

Steps
ItersRangePoint
7
4.618629416418565e+91
9.697809572055496e+93
9.445373192608024e+93
8
-2.3248803182338104e+96
-1.0335410165725188e+93
-2.114597052343944e+96

simplify25.0ms

Iterations
IterNodes
done42
242
135
027

end0.0ms

sample6.1s

Algorithm
intervals
Results
5.4s8000×body80valid