Details

Time bar (total: 12.5s)

sample31.0ms

Algorithm
intervals
Results
18.0ms256×body80valid

simplify15.0ms

Counts
1 → 1
Iterations
IterNodes
done25
325
222
115
011

prune18.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.4b

localize32.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* y y) (+ (* x x) (* z z)))
0.0b
(+ (* x x) (* z z))
0.1b
(/ (+ (* y y) (+ (* x x) (* z z))) 3.0)
32.8b
(sqrt (/ (+ (* y y) (+ (* x x) (* z z))) 3.0))

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
19×*-un-lft-identity times-frac add-cube-cbrt
13×sqrt-prod
11×add-log-exp
add-cbrt-cube add-exp-log
pow1
sum-log
associate-/r* flip3-+ flip-+ associate-/l*
+-commutative rem-sqrt-square div-inv associate-/l/
cbrt-undiv associate-+r+ clear-num frac-2neg sqrt-pow1 pow1/2 sqrt-div div-exp
Counts
4 → 78
Calls
4 calls:
16.0ms
(+ (* y y) (+ (* x x) (* z z)))
9.0ms
(+ (* x x) (* z z))
75.0ms
(/ (+ (* y y) (+ (* x x) (* z z))) 3.0)
22.0ms
(sqrt (/ (+ (* y y) (+ (* x x) (* z z))) 3.0))

series389.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(+ (* y y) (+ (* x x) (* z z)))
41.0ms
(+ (* x x) (* z z))
68.0ms
(/ (+ (* y y) (+ (* x x) (* z z))) 3.0)
220.0ms
(sqrt (/ (+ (* y y) (+ (* x x) (* z z))) 3.0))

simplify996.0ms

Counts
90 → 90
Iterations
IterNodes
done5001
22059
1373
0138

prune700.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 16.2b

localize24.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* y y) (+ (* x x) (* z z)))
0.0b
(+ (* x x) (* z z))
0.2b
(* (+ (* y y) (+ (* x x) (* z z))) (/ 1 3.0))
32.8b
(sqrt (* (+ (* y y) (+ (* x x) (* z z))) (/ 1 3.0)))

rewrite190.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt
13×*-un-lft-identity associate-*r* add-exp-log
12×add-cube-cbrt
11×times-frac add-log-exp
pow1 add-cbrt-cube
flip3-+ sqrt-div flip-+
frac-times sum-log associate-*l/ prod-exp
associate-*l* unswap-sqr
+-commutative sqrt-pow1 div-exp pow-prod-down associate-*r/ un-div-inv cbrt-unprod
cbrt-undiv rec-exp associate-+r+ pow1/2 1-exp *-commutative sqrt-prod div-inv
Counts
4 → 81
Calls
4 calls:
28.0ms
(+ (* y y) (+ (* x x) (* z z)))
12.0ms
(+ (* x x) (* z z))
107.0ms
(* (+ (* y y) (+ (* x x) (* z z))) (/ 1 3.0))
39.0ms
(sqrt (* (+ (* y y) (+ (* x x) (* z z))) (/ 1 3.0)))

series442.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(+ (* y y) (+ (* x x) (* z z)))
38.0ms
(+ (* x x) (* z z))
86.0ms
(* (+ (* y y) (+ (* x x) (* z z))) (/ 1 3.0))
254.0ms
(sqrt (* (+ (* y y) (+ (* x x) (* z z))) (/ 1 3.0)))

simplify3.4s

Counts
93 → 93
Iterations
IterNodes
done5001
23659
1463
0155

prune554.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 16.2b

localize21.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* y y) (* z z))
0.0b
(+ (+ (* y y) (* z z)) (* x x))
0.4b
(/ (sqrt (+ (+ (* y y) (* z z)) (* x x))) (sqrt 3.0))
32.7b
(sqrt (+ (+ (* y y) (* z z)) (* x x)))

rewrite166.0ms

Algorithm
rewrite-expression-head
Rules
45×sqrt-prod
36×times-frac
34×add-sqr-sqrt
33×*-un-lft-identity add-cube-cbrt
11×add-log-exp
associate-/r* add-cbrt-cube add-exp-log associate-/l*
pow1
sum-log flip3-+ sqrt-div flip-+
+-commutative associate-/l/
cbrt-undiv rem-sqrt-square associate-+l+ sqrt-undiv clear-num frac-2neg sqrt-pow1 pow1/2 div-exp div-inv
Counts
4 → 102
Calls
4 calls:
6.0ms
(+ (* y y) (* z z))
42.0ms
(+ (+ (* y y) (* z z)) (* x x))
83.0ms
(/ (sqrt (+ (+ (* y y) (* z z)) (* x x))) (sqrt 3.0))
32.0ms
(sqrt (+ (+ (* y y) (* z z)) (* x x)))

series585.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(+ (* y y) (* z z))
57.0ms
(+ (+ (* y y) (* z z)) (* x x))
333.0ms
(/ (sqrt (+ (+ (* y y) (* z z)) (* x x))) (sqrt 3.0))
151.0ms
(sqrt (+ (+ (* y y) (* z z)) (* x x)))

simplify920.0ms

Counts
114 → 114
Iterations
IterNodes
done5000
22128
1371
0152

prune553.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 12.0b

localize5.0ms

Local error

Found 1 expressions with local error:

0.2b
(* (sqrt 0.3333333333333333) y)

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
associate-*l*
*-un-lft-identity add-cube-cbrt sqrt-prod
pow1 add-cbrt-cube associate-*r* add-exp-log
unswap-sqr
pow-prod-down prod-exp *-commutative cbrt-unprod add-log-exp
Counts
1 → 22
Calls
1 calls:
8.0ms
(* (sqrt 0.3333333333333333) y)

series53.0ms

Counts
1 → 3
Calls
1 calls:
53.0ms
(* (sqrt 0.3333333333333333) y)

simplify1.0s

Counts
25 → 25
Iterations
IterNodes
done5001
31495
2255
170
035

prune102.0ms

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 12.0b

regimes1.0s

Accuracy

48.9% (13.4b remaining)

Error of 25.5b against oracle of 12.1b and baseline of 38.3b

bsearch96.0ms

Steps
ItersRangePoint
9
7.325601126918715e+111
1.1343483352271129e+117
6.557174003264764e+116
10
-1.1071683335692419e+166
-3.0632372757179626e+150
-2.942680527553483e+151

simplify11.0ms

Iterations
IterNodes
done35
235
132
024

end0.0ms

sample1.0s

Algorithm
intervals
Results
728.0ms8000×body80valid