Details

Time bar (total: 16.6s)

sample138.0ms

Algorithm
intervals
Results
29.0ms31×body2560valid
26.0ms173×body80valid
26.0ms35×body1280valid
12.0ms82×body80nan
12.0ms20×body640valid
6.0msbody5120valid
3.0msbody320valid
1.0msbody160valid

simplify96.0ms

Counts
1 → 1
Iterations
IterNodes
done109
5109
4101
380
242
121
012

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.1b

localize35.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* 3 a) c)
0.4b
(- (* b b) (* (* 3 a) c))
0.9b
(- (sqrt (- (* b b) (* (* 3 a) c))) b)
22.2b
(sqrt (- (* b b) (* (* 3 a) c)))

rewrite88.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt
10×pow1
add-cbrt-cube add-exp-log
*-un-lft-identity add-log-exp
add-cube-cbrt
sqrt-prod insert-posit16
flip3-- associate-*r* pow-prod-down prod-exp cbrt-unprod flip--
sub-neg sqrt-div diff-log difference-of-squares
rem-sqrt-square sqrt-pow1 pow1/2 associate-*l* *-commutative distribute-lft-out--
Counts
4 → 64
Calls
4 calls:
22.0ms
(* (* 3 a) c)
15.0ms
(- (* b b) (* (* 3 a) c))
38.0ms
(- (sqrt (- (* b b) (* (* 3 a) c))) b)
12.0ms
(sqrt (- (* b b) (* (* 3 a) c)))

series292.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* (* 3 a) c)
51.0ms
(- (* b b) (* (* 3 a) c))
108.0ms
(- (sqrt (- (* b b) (* (* 3 a) c))) b)
102.0ms
(sqrt (- (* b b) (* (* 3 a) c)))

simplify1.2s

Counts
76 → 76
Iterations
IterNodes
done5000
21556
1306
0123

prune429.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 11.5b

localize49.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt c)
0.6b
(cbrt c)
0.9b
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

rewrite69.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
*-un-lft-identity
add-cube-cbrt
cbrt-prod add-log-exp
pow1
add-cbrt-cube add-exp-log sqrt-prod insert-posit16
flip3-- pow1/3 sqrt-div flip-- difference-of-squares
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log distribute-lft-out--
Counts
4 → 56
Calls
4 calls:
1.0ms
(cbrt c)
1.0ms
(cbrt c)
55.0ms
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
10.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

series842.0ms

Counts
4 → 12
Calls
4 calls:
262.0ms
(cbrt c)
331.0ms
(cbrt c)
143.0ms
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
106.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

simplify1.2s

Counts
68 → 68
Iterations
IterNodes
done5001
21013
1246
0106

prune434.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 11.5b

localize45.0ms

Local error

Found 4 expressions with local error:

0.9b
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
0.9b
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

rewrite127.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×*-un-lft-identity
sqrt-prod add-log-exp
pow1 add-cube-cbrt
flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 flip-- difference-of-squares
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log distribute-lft-out--
Counts
4 → 64
Calls
4 calls:
56.0ms
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
47.0ms
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
14.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
7.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

series567.0ms

Counts
4 → 12
Calls
4 calls:
162.0ms
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
157.0ms
(- (sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c)))) b)
122.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
126.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

simplify874.0ms

Counts
76 → 76
Iterations
IterNodes
done5001
2860
1207
085

prune674.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 11.5b

localize95.0ms

Local error

Found 4 expressions with local error:

22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
22.2b
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt sqrt-prod
pow1 *-un-lft-identity sqrt-div add-cube-cbrt
rem-sqrt-square sqrt-pow1 flip3-- add-cbrt-cube pow1/2 add-exp-log insert-posit16 flip-- add-log-exp
Counts
4 → 64
Calls
4 calls:
13.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
15.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
8.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
8.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

series498.0ms

Counts
4 → 12
Calls
4 calls:
141.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
115.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
134.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))
108.0ms
(sqrt (- (* b b) (* (* (* 3 a) (* (cbrt c) (cbrt c))) (cbrt c))))

simplify2.6s

Counts
76 → 76
Iterations
IterNodes
done5002
34224
2598
1144
055

prune679.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 11.5b

regimes714.0ms

Accuracy

85.5% (3.2b remaining)

Error of 15.0b against oracle of 11.7b and baseline of 33.9b

bsearch179.0ms

Steps
ItersRangePoint
6
1.6664801848567985e-94
1.3864776888564433e-93
1.3635892865650846e-93
9
-2.409563002992963e+162
-2.0274263258127503e+155
-2.0519886074223697e+155

simplify5.0ms

Iterations
IterNodes
done32
132
027

end0.0ms

sample4.6s

Algorithm
intervals
Results
1.3s1055×body2560valid
990.0ms5742×body80valid
633.0ms978×body1280valid
619.0ms138×body5120valid
336.0ms2913×body80nan
260.0ms455×body640valid
112.0ms257×body320valid
27.0ms118×body160valid