Details

Time bar (total: 2.9s)

sample30.0ms

Algorithm
intervals
Results
10.0ms256×body80valid
9.0ms256×pre80true

simplify52.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 22.0b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x x) (* y y))
21.7b
(/ (* (- x y) (+ x y)) (+ (* x x) (* y y)))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
associate-/l/
add-exp-log add-cbrt-cube
flip3-+ flip-+
add-sqr-sqrt frac-times add-cube-cbrt *-un-lft-identity add-log-exp
flip3-- times-frac associate-/r* flip--
pow1 cbrt-undiv associate-*r/ div-exp associate-*l/ associate-/r/
+-commutative frac-2neg prod-exp clear-num sum-log cbrt-unprod div-inv associate-/l*
Counts
2 → 42
Calls
2 calls:
8.0ms
(+ (* x x) (* y y))
29.0ms
(/ (* (- x y) (+ x y)) (+ (* x x) (* y y)))

series109.0ms

Counts
2 → 6
Calls
2 calls:
33.0ms
(+ (* x x) (* y y))
76.0ms
(/ (* (- x y) (+ x y)) (+ (* x x) (* y y)))

simplify41.0ms

Counts
48 → 48

prune125.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.4b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* x x) (* y y))
0.0b
(/ 1 (/ (+ (* x x) (* y y)) (* (- x y) (+ x y))))
21.7b
(/ (+ (* x x) (* y y)) (* (- x y) (+ x y)))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
60×times-frac
41×associate-/r/
29×add-exp-log add-sqr-sqrt add-cube-cbrt *-un-lft-identity
20×frac-times
17×flip3-+ add-cbrt-cube flip-+
16×associate-/r*
15×flip3-- flip--
14×div-exp
10×associate-*r/ associate-*l/
cbrt-undiv
div-inv associate-/l*
add-log-exp
pow1 prod-exp
rec-exp 1-exp
frac-2neg clear-num cbrt-unprod associate-/l/
+-commutative pow-flip sum-log inv-pow
Counts
3 → 130
Calls
3 calls:
9.0ms
(+ (* x x) (* y y))
39.0ms
(/ 1 (/ (+ (* x x) (* y y)) (* (- x y) (+ x y))))
42.0ms
(/ (+ (* x x) (* y y)) (* (- x y) (+ x y)))

series166.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(+ (* x x) (* y y))
68.0ms
(/ 1 (/ (+ (* x x) (* y y)) (* (- x y) (+ x y))))
69.0ms
(/ (+ (* x x) (* y y)) (* (- x y) (+ x y)))

simplify88.0ms

Counts
139 → 139

prune258.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.4b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (/ (* (- x y) (+ x y)) (sqrt (+ (* x x) (* y y)))) (sqrt (+ (* x x) (* y y))))
21.4b
(sqrt (+ (* x x) (* y y)))
21.4b
(sqrt (+ (* x x) (* y y)))
21.5b
(/ (* (- x y) (+ x y)) (sqrt (+ (* x x) (* y y))))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
120×times-frac
72×sqrt-prod
59×add-sqr-sqrt
57×add-cube-cbrt *-un-lft-identity
22×sqrt-div
18×add-exp-log associate-/r/ add-cbrt-cube
14×flip3-+ flip-+
13×associate-/l*
12×associate-/r*
div-inv associate-/l/
cbrt-undiv div-exp
pow1
frac-times add-log-exp
flip3-- flip--
rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 associate-*r/ associate-*l/ prod-exp clear-num cbrt-unprod
Counts
4 → 176
Calls
4 calls:
46.0ms
(/ (/ (* (- x y) (+ x y)) (sqrt (+ (* x x) (* y y)))) (sqrt (+ (* x x) (* y y))))
13.0ms
(sqrt (+ (* x x) (* y y)))
8.0ms
(sqrt (+ (* x x) (* y y)))
30.0ms
(/ (* (- x y) (+ x y)) (sqrt (+ (* x x) (* y y))))

series242.0ms

Counts
4 → 12
Calls
4 calls:
71.0ms
(/ (/ (* (- x y) (+ x y)) (sqrt (+ (* x x) (* y y)))) (sqrt (+ (* x x) (* y y))))
39.0ms
(sqrt (+ (* x x) (* y y)))
45.0ms
(sqrt (+ (* x x) (* y y)))
86.0ms
(/ (* (- x y) (+ x y)) (sqrt (+ (* x x) (* y y))))

simplify75.0ms

Counts
188 → 188

prune414.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.4b

localize0.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify2.0ms

Counts
0 → 0

prune0.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.4b

regimes64.0ms

Accuracy

77.4% (4.5b remaining)

Error of 5.0b against oracle of 0.5b and baseline of 20.4b

bsearch79.0ms

Steps
ItersRangePoint
6
1.520145198895703e-167
2.1557865162740726e-166
2.1155504904828537e-166
7
-5.771560909560032e-159
-2.816861526094086e-161
-7.718474411270338e-160
9
-1.411670626970749e+155
-1.4567969182990413e+150
-5.000545272256956e+152

simplify1.0ms

end0.0ms

sample840.0ms

Algorithm
intervals
Results
445.0ms8000×body80valid
170.0ms8000×pre80true