Details

Time bar (total: 4.7s)

sample23.0ms

Algorithm
intervals
Results
11.0ms256×body80valid

simplify3.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 39.1b

localize20.0ms

Local error

Found 2 expressions with local error:

0.1b
(/ (+ (+ (* x x) (* y y)) (* z z)) 3.0)
36.3b
(sqrt (/ (+ (+ (* x x) (* y y)) (* z z)) 3.0))

rewrite111.0ms

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*
rem-sqrt-square div-inv associate-/l/ add-log-exp
cbrt-undiv frac-2neg sqrt-pow1 flip3-+ pow1/2 sqrt-div div-exp clear-num flip-+
Counts
2 → 54
Calls
2 calls:
79.0ms
(/ (+ (+ (* x x) (* y y)) (* z z)) 3.0)
31.0ms
(sqrt (/ (+ (+ (* x x) (* y y)) (* z z)) 3.0))

series235.0ms

Counts
2 → 6
Calls
2 calls:
58.0ms
(/ (+ (+ (* x x) (* y y)) (* z z)) 3.0)
177.0ms
(sqrt (/ (+ (+ (* x x) (* y y)) (* z z)) 3.0))

simplify91.0ms

Counts
60 → 60

prune186.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 20.5b

localize15.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (/ (sqrt (+ (+ (* x x) (* y y)) (* z z))) 3.0))
36.2b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
36.2b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
36.3b
(sqrt (* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (/ (sqrt (+ (+ (* x x) (* y y)) (* z z))) 3.0)))

rewrite252.0ms

Algorithm
rewrite-expression-head
Rules
39×add-sqr-sqrt
24×sqrt-prod
22×times-frac associate-*r*
21×add-cube-cbrt *-un-lft-identity
17×sqrt-div
11×pow1
add-exp-log add-cbrt-cube
flip3-+ associate-*l* flip-+ unswap-sqr
frac-times sqrt-pow1 associate-*l/ add-log-exp
pow1/2
rem-sqrt-square associate-*r/ pow-prod-down prod-exp cbrt-unprod
cbrt-undiv div-exp *-commutative div-inv
Counts
4 → 98
Calls
4 calls:
138.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (/ (sqrt (+ (+ (* x x) (* y y)) (* z z))) 3.0))
30.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
32.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
47.0ms
(sqrt (* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (/ (sqrt (+ (+ (* x x) (* y y)) (* z z))) 3.0)))

series457.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (/ (sqrt (+ (+ (* x x) (* y y)) (* z z))) 3.0))
113.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
109.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
180.0ms
(sqrt (* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (/ (sqrt (+ (+ (* x x) (* y y)) (* z z))) 3.0)))

simplify46.0ms

Counts
110 → 110

prune283.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 20.5b

localize13.0ms

Local error

Found 2 expressions with local error:

0.4b
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
36.2b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite119.0ms

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
sqrt-div
unswap-sqr
pow1
associate-*l*
add-exp-log add-cbrt-cube
sqrt-pow1 flip3-+ pow1/2 pow-prod-down flip-+
frac-times associate-*l/ add-log-exp
rem-sqrt-square sqrt-unprod associate-*r/ prod-exp *-commutative cbrt-unprod div-inv
Counts
2 → 64
Calls
2 calls:
81.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
35.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

series285.0ms

Counts
2 → 6
Calls
2 calls:
180.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
105.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

simplify59.0ms

Counts
70 → 70

prune177.0ms

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 20.5b

localize19.0ms

Local error

Found 3 expressions with local error:

0.4b
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
5.9b
(exp (log (* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))))
36.2b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite227.0ms

Algorithm
rewrite-expression-head
Rules
34×add-sqr-sqrt
29×sqrt-prod
17×*-un-lft-identity
16×sqrt-div associate-*r*
15×add-cube-cbrt
13×pow1 times-frac
unswap-sqr
exp-prod
associate-*l* pow-prod-down
add-exp-log log-div sqrt-pow1 flip3-+ pow1/2 exp-diff add-cbrt-cube flip-+
frac-times associate-*l/ log-pow
add-log-exp
associate-*r/
rem-sqrt-square log-prod sqrt-unprod exp-sum prod-exp *-commutative cbrt-unprod div-inv rem-exp-log
Counts
3 → 85
Calls
3 calls:
82.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
105.0ms
(exp (log (* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))))
37.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

series459.0ms

Counts
3 → 9
Calls
3 calls:
175.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
177.0ms
(exp (log (* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))))
107.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

simplify64.0ms

Counts
94 → 94

prune253.0ms

Pruning

10 alts after pruning (6 fresh and 4 done)

Merged error: 20.4b

regimes524.0ms

Accuracy

64.2% (7.1b remaining)

Error of 25.7b against oracle of 18.6b and baseline of 38.5b

bsearch83.0ms

Steps
ItersRangePoint
7
1.3902720376798892e+132
1.3995183731881648e+134
2.2733836340085665e+132
10
-7.258963654046787e+141
-6.600088119136522e+124
-2.8004366194075308e+135

simplify2.0ms

end0.0ms

sample721.0ms

Algorithm
intervals
Results
465.0ms8000×body80valid