Details

sample91.0ms

Algorithm

intervals

Results

22.0ms	39×	body	2560	valid
17.0ms	188×	body	80	valid
14.0ms	31×	body	1280	valid
8.0ms	87×	body	80	nan
5.0ms	13×	body	640	valid
2.0ms	3×	body	5120	valid
2.0ms	6×	body	320	valid
0.0ms	1×	body	160	valid

simplify103.0ms

Counts

1 → 1

Iterations

Iter	Nodes
done	98
7	98
6	97
5	95
4	87
3	70
2	43
1	24
0	14

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.1b	(/ (+ (- b) (sqrt (- (* b b) (* (* 4 a) c)))) (* 2 a))
0.4b	(- (* b b) (* (* 4 a) c))
0.4b	(+ (- b) (sqrt (- (* b b) (* (* 4 a) c))))
23.1b	(sqrt (- (* b b) (* (* 4 a) c)))

rewrite109.0ms

Algorithm

rewrite-expression-head

Rules

19×	`*-un-lft-identity`
10×	`add-log-exp`
9×	`add-cbrt-cube` `add-exp-log`
8×	`add-sqr-sqrt`
7×	`add-cube-cbrt`
6×	`distribute-lft-out`
5×	`pow1` `times-frac` `associate-/l*`
4×	`insert-posit16`
3×	`distribute-rgt-neg-in` `sqrt-prod`
2×	`neg-sub0` `cbrt-undiv` `sum-log` `flip3-+` `flip3--` `sqrt-div` `div-exp` `associate-+l-` `flip-+` `flip--` `associate-/l/`
1×	`+-commutative` `rem-sqrt-square` `clear-num` `associate-/r*` `sub-neg` `frac-2neg` `sqrt-pow1` `pow1/2` `diff-log` `div-sub` `neg-log` `prod-exp` `cbrt-unprod` `div-inv`

Counts

4 → 74

Calls

4 calls:

65.0ms	(/ (+ (- b) (sqrt (- (* b b) (* (* 4 a) c)))) (* 2 a))
15.0ms	(- (* b b) (* (* 4 a) c))
20.0ms	(+ (- b) (sqrt (- (* b b) (* (* 4 a) c))))
8.0ms	(sqrt (- (* b b) (* (* 4 a) c)))

series425.0ms

Counts

4 → 12

Calls

4 calls:

157.0ms	(/ (+ (- b) (sqrt (- (* b b) (* (* 4 a) c)))) (* 2 a))
50.0ms	(- (* b b) (* (* 4 a) c))
115.0ms	(+ (- b) (sqrt (- (* b b) (* (* 4 a) c))))
103.0ms	(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.6s

Counts

86 → 86

Iterations

Iter	Nodes
done	5000
2	1358
1	406
0	153

prune454.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 6.4b

localize50.0ms

Local error

Found 4 expressions with local error:

0.2b	(* (+ (- b) (sqrt (- (* b b) (* (* 4 a) c)))) (/ 1/2 a))
0.4b	(- (* b b) (* (* 4 a) c))
0.4b	(+ (- b) (sqrt (- (* b b) (* (* 4 a) c))))
23.1b	(sqrt (- (* b b) (* (* 4 a) c)))

rewrite143.0ms

Algorithm

rewrite-expression-head

Rules

21×	`*-un-lft-identity`
19×	`add-sqr-sqrt`
13×	`associate-r` `add-cube-cbrt`
10×	`times-frac` `add-log-exp`
9×	`add-cbrt-cube` `add-exp-log`
7×	`pow1`
5×	`associate-l`
4×	`insert-posit16` `distribute-lft-out`
3×	`flip3-+` `sqrt-prod` `flip-+`
2×	`frac-times` `sum-log` `distribute-rgt-neg-in` `flip3--` `sqrt-div` `associate-*l/` `prod-exp` `cbrt-unprod` `flip--` `unswap-sqr`
1×	`neg-sub0` `cbrt-undiv` `+-commutative` `rem-sqrt-square` `sub-neg` `sqrt-pow1` `pow1/2` `diff-log` `div-exp` `pow-prod-down` `neg-log` `associate-r/` `-commutative` `associate-+l-` `div-inv`

Counts

4 → 84

Calls

4 calls:

83.0ms	(* (+ (- b) (sqrt (- (* b b) (* (* 4 a) c)))) (/ 1/2 a))
15.0ms	(- (* b b) (* (* 4 a) c))
29.0ms	(+ (- b) (sqrt (- (* b b) (* (* 4 a) c))))
14.0ms	(sqrt (- (* b b) (* (* 4 a) c)))

series448.0ms

Counts

4 → 12

Calls

4 calls:

136.0ms	(* (+ (- b) (sqrt (- (* b b) (* (* 4 a) c)))) (/ 1/2 a))
63.0ms	(- (* b b) (* (* 4 a) c))
124.0ms	(+ (- b) (sqrt (- (* b b) (* (* 4 a) c))))
125.0ms	(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.8s

Counts

96 → 96

Iterations

Iter	Nodes
done	5001
2	1787
1	469
0	178

prune531.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 6.4b

localize45.0ms

Local error

Found 4 expressions with local error:

0.1b	(/ (/ (- (sqrt (+ (* c (* -4 a)) (* b b))) b) 2) a)
0.4b	(+ (* c (* -4 a)) (* b b))
0.4b	(- (sqrt (+ (* c (* -4 a)) (* b b))) b)
23.1b	(sqrt (+ (* c (* -4 a)) (* b b)))

rewrite302.0ms

Algorithm

rewrite-expression-head

Rules

138×	`times-frac`
121×	`add-sqr-sqrt`
94×	`*-un-lft-identity`
68×	`add-cube-cbrt`
26×	`difference-of-squares`
22×	`associate-/l*`
16×	`sqrt-prod`
13×	`distribute-lft-out--`
9×	`add-cbrt-cube` `add-exp-log`
8×	`add-log-exp`
5×	`pow1` `div-inv`
4×	`insert-posit16`
3×	`cbrt-undiv` `associate-/r*` `div-exp`
2×	`flip3-+` `sqrt-div` `div-sub` `flip-+`
1×	`+-commutative` `rem-sqrt-square` `clear-num` `sum-log` `sub-neg` `frac-2neg` `sqrt-pow1` `flip3--` `pow1/2` `diff-log` `flip--` `associate-/l/`

Counts

4 → 152

Calls

4 calls:

119.0ms	(/ (/ (- (sqrt (+ (* c (* -4 a)) (* b b))) b) 2) a)
19.0ms	(+ (* c (* -4 a)) (* b b))
130.0ms	(- (sqrt (+ (* c (* -4 a)) (* b b))) b)
29.0ms	(sqrt (+ (* c (* -4 a)) (* b b)))

series412.0ms

Counts

4 → 12

Calls

4 calls:

124.0ms	(/ (/ (- (sqrt (+ (* c (* -4 a)) (* b b))) b) 2) a)
81.0ms	(+ (* c (* -4 a)) (* b b))
100.0ms	(- (sqrt (+ (* c (* -4 a)) (* b b))) b)
107.0ms	(sqrt (+ (* c (* -4 a)) (* b b)))

simplify2.0s

Counts

164 → 164

Iterations

Iter	Nodes
done	5001
2	1785
1	612
0	259

prune836.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 6.4b

localize30.0ms

Local error

Found 4 expressions with local error:

0.1b	(/ (/ (- (sqrt (- (* b b) (* 4 (* a c)))) b) 2) a)
0.4b	(- (* b b) (* 4 (* a c)))
0.4b	(- (sqrt (- (* b b) (* 4 (* a c)))) b)
23.1b	(sqrt (- (* b b) (* 4 (* a c))))

rewrite110.0ms

Algorithm

rewrite-expression-head

Rules

138×	`times-frac`
121×	`add-sqr-sqrt`
94×	`*-un-lft-identity`
68×	`add-cube-cbrt`
26×	`difference-of-squares`
22×	`associate-/l*`
16×	`sqrt-prod`
13×	`distribute-lft-out--`
9×	`add-cbrt-cube` `add-exp-log`
8×	`add-log-exp`
5×	`pow1` `div-inv`
4×	`insert-posit16`
3×	`cbrt-undiv` `associate-/r*` `flip3--` `div-exp` `flip--`
2×	`sub-neg` `sqrt-div` `diff-log` `div-sub`
1×	`rem-sqrt-square` `clear-num` `frac-2neg` `sqrt-pow1` `pow1/2` `associate-/l/`

Counts

4 → 153

Calls

4 calls:

51.0ms	(/ (/ (- (sqrt (- (* b b) (* 4 (* a c)))) b) 2) a)
8.0ms	(- (* b b) (* 4 (* a c)))
37.0ms	(- (sqrt (- (* b b) (* 4 (* a c)))) b)
8.0ms	(sqrt (- (* b b) (* 4 (* a c))))

series418.0ms

Counts

4 → 12

Calls

4 calls:

142.0ms	(/ (/ (- (sqrt (- (* b b) (* 4 (* a c)))) b) 2) a)
71.0ms	(- (* b b) (* 4 (* a c)))
118.0ms	(- (sqrt (- (* b b) (* 4 (* a c)))) b)
87.0ms	(sqrt (- (* b b) (* 4 (* a c))))

simplify1.6s

Counts

165 → 165

Iterations

Iter	Nodes
done	5001
2	1932
1	669
0	277

prune828.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 6.4b

regimes438.0ms

Accuracy

83.5% (4.6b remaining)

Error of 10.4b against oracle of 5.8b and baseline of 33.6b

bsearch194.0ms

Steps

Iters	Range		Point
8	1.287554927770862e-68	8.304725640954512e-66	4.5810084990875205e-68
8	-3.370135567630554e+133	-1.481129451033522e+129	-2.1144981103869975e+131

simplify5.0ms

Iterations

Iter	Nodes
done	31
1	31
0	26

end0.0ms

sample3.1s

Algorithm

intervals

Results

825.0ms	1064×	body	2560	valid
696.0ms	2854×	body	80	nan
522.0ms	5890×	body	80	valid
392.0ms	901×	body	1280	valid
220.0ms	447×	body	640	valid
86.0ms	207×	body	320	valid
56.0ms	95×	body	5120	valid
23.0ms	133×	body	160	valid