Details

Time bar (total: 14.8s)

sample33.0ms

Algorithm
intervals
Results
18.0ms256×body80valid

simplify11.0ms

Counts
1 → 1
Iterations
IterNodes
done22
322
221
115
011

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 36.2b

localize34.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* x x) (* y y))
0.1b
(/ (+ (+ (* x x) (* y y)) (* z z)) 3.0)
33.7b
(sqrt (/ (+ (+ (* x x) (* y y)) (* z z)) 3.0))

rewrite135.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt
19×times-frac
18×*-un-lft-identity add-cube-cbrt
13×sqrt-prod
add-cbrt-cube add-exp-log add-log-exp
pow1
associate-/r* associate-/l*
rem-sqrt-square flip3-+ flip-+ div-inv associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg sqrt-pow1 pow1/2 sqrt-div div-exp
Counts
3 → 65
Calls
3 calls:
13.0ms
(+ (* x x) (* y y))
83.0ms
(/ (+ (+ (* x x) (* y y)) (* z z)) 3.0)
35.0ms
(sqrt (/ (+ (+ (* x x) (* y y)) (* z z)) 3.0))

series362.0ms

Counts
3 → 9
Calls
3 calls:
48.0ms
(+ (* x x) (* y y))
68.0ms
(/ (+ (+ (* x x) (* y y)) (* z z)) 3.0)
247.0ms
(sqrt (/ (+ (+ (* x x) (* y y)) (* z z)) 3.0))

simplify2.3s

Counts
74 → 74
Iterations
IterNodes
done5002
34285
2926
1295
0128

prune459.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 20.0b

localize32.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* x x) (* y y))
0.4b
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
33.7b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite113.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
29×sqrt-prod
16×*-un-lft-identity associate-*r*
14×add-cube-cbrt
13×times-frac
sqrt-div
pow1 unswap-sqr
associate-*l*
add-cbrt-cube add-exp-log add-log-exp
flip3-+ flip-+
sqrt-pow1 pow1/2 pow-prod-down
frac-times associate-*l/
+-commutative rem-sqrt-square sum-log sqrt-unprod prod-exp associate-*r/ *-commutative cbrt-unprod div-inv
Counts
3 → 75
Calls
3 calls:
6.0ms
(+ (* x x) (* y y))
71.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
33.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

series337.0ms

Counts
3 → 9
Calls
3 calls:
39.0ms
(+ (* x x) (* y y))
183.0ms
(* (sqrt (+ (+ (* x x) (* y y)) (* z z))) (sqrt (/ 1 3.0)))
116.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

simplify1.9s

Counts
84 → 84
Iterations
IterNodes
done5012
33085
2818
1321
0140

prune428.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 20.0b

localize28.0ms

Local error

Found 2 expressions with local error:

0.4b
(/ (sqrt (+ (+ (* z z) (* x x)) (* y y))) (sqrt 3.0))
33.7b
(sqrt (+ (+ (* z z) (* x x)) (* y y)))

rewrite118.0ms

Algorithm
rewrite-expression-head
Rules
45×sqrt-prod
36×times-frac
32×add-sqr-sqrt
31×*-un-lft-identity add-cube-cbrt
associate-/r* associate-/l*
add-cbrt-cube sqrt-div add-exp-log
pow1
flip3-+ flip-+ add-log-exp associate-/l/
cbrt-undiv rem-sqrt-square sqrt-undiv clear-num frac-2neg sqrt-pow1 pow1/2 div-exp div-inv
Counts
2 → 78
Calls
2 calls:
73.0ms
(/ (sqrt (+ (+ (* z z) (* x x)) (* y y))) (sqrt 3.0))
41.0ms
(sqrt (+ (+ (* z z) (* x x)) (* y y)))

series432.0ms

Counts
2 → 6
Calls
2 calls:
307.0ms
(/ (sqrt (+ (+ (* z z) (* x x)) (* y y))) (sqrt 3.0))
124.0ms
(sqrt (+ (+ (* z z) (* x x)) (* y y)))

simplify2.8s

Counts
84 → 84
Iterations
IterNodes
done5000
44293
31362
2485
1217
0119

prune380.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 5.2b

localize6.0ms

Local error

Found 1 expressions with local error:

0.4b
(/ (- z) (sqrt 3.0))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
60×times-frac
44×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
33×sqrt-prod
21×distribute-lft-neg-in distribute-rgt-neg-in
10×associate-/l*
neg-mul-1
associate-/r*
add-cbrt-cube add-exp-log
neg-sub0 pow1 cbrt-undiv clear-num frac-2neg div-sub div-exp distribute-frac-neg div-inv add-log-exp
Counts
1 → 90
Calls
1 calls:
14.0ms
(/ (- z) (sqrt 3.0))

series98.0ms

Counts
1 → 3
Calls
1 calls:
97.0ms
(/ (- z) (sqrt 3.0))

simplify1.8s

Counts
93 → 93
Iterations
IterNodes
done5000
31590
2606
1258
0131

prune349.0ms

Pruning

13 alts after pruning (10 fresh and 3 done)

Merged error: 5.1b

regimes1.3s

Accuracy

37.7% (20.1b remaining)

Error of 26.1b against oracle of 6.0b and baseline of 38.3b

bsearch107.0ms

Steps
ItersRangePoint
7
1.1699726614989072e+126
1.5995148681347137e+128
8.320790080049102e+126
9
-4.064102892713862e+80
-1.8599689544989674e+74
-3.917725958087788e+80

simplify5.0ms

Iterations
IterNodes
done28
128
023

end0.0ms

sample1.2s

Algorithm
intervals
Results
907.0ms8000×body80valid