Details

sample100.0ms

Algorithm

intervals

Results

21.0ms	36×	body	2560	valid
18.0ms	190×	body	80	valid
13.0ms	28×	body	1280	valid
9.0ms	92×	body	80	nan
6.0ms	16×	body	640	valid
2.0ms	7×	body	320	valid
1.0ms	1×	body	5120	valid
1.0ms	3×	body	160	valid

simplify132.0ms

Counts

1 → 1

Iterations

Useful iterations: 2 (8.0ms)

Iter	Nodes	Cost
0	14	17
1	24	17
2	44	16
3	78	16
4	91	16
5	99	16
done	99	16

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.4b

localize33.0ms

Local error

Found 4 expressions with local error:

0.1b	(/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* 2.0 a))
0.2b	(- (* b b) (* 4.0 (* a c)))
1.1b	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
22.0b	(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite246.0ms

Algorithm

rewrite-expression-head

Rules

20×	`add-sqr-sqrt`
13×	`*-un-lft-identity`
9×	`add-exp-log` `add-cbrt-cube`
8×	`add-log-exp`
7×	`add-cube-cbrt`
6×	`times-frac` `sqrt-prod` `associate-/l*` `difference-of-squares`
5×	`pow1`
4×	`flip3--` `flip--`
3×	`distribute-lft-out--`
2×	`cbrt-undiv` `sub-neg` `sqrt-div` `diff-log` `div-exp` `associate-/l/`
1×	`rem-sqrt-square` `frac-2neg` `sqrt-pow1` `pow1/2` `div-sub` `prod-exp` `clear-num` `associate-/r*` `cbrt-unprod` `div-inv`

Counts

4 → 72

Calls

4 calls:

142.0ms	(/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* 2.0 a))
23.0ms	(- (* b b) (* 4.0 (* a c)))
57.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
20.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

series401.0ms

Counts

4 → 12

Calls

4 calls:

135.0ms	(/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* 2.0 a))
61.0ms	(- (* b b) (* 4.0 (* a c)))
112.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
93.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

simplify3.1s

Counts

84 → 84

Iterations

Useful iterations: 3 (1.5s)

Iter	Nodes	Cost
0	152	1592
1	385	1488
2	1204	1332
3	4431	1324
done	5000	1324

prune330.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 4.6b

localize18.0ms

Local error

Found 4 expressions with local error:

0.2b	(/ 1 (/ (* 2.0 a) (- (sqrt (- (* b b) (* 4.0 (* a c)))) b)))
0.2b	(- (* b b) (* 4.0 (* a c)))
1.1b	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
22.0b	(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite201.0ms

Algorithm

rewrite-expression-head

Rules

60×	`times-frac`
47×	`add-sqr-sqrt`
36×	`*-un-lft-identity`
26×	`add-cube-cbrt`
25×	`add-exp-log`
13×	`add-cbrt-cube`
12×	`div-exp` `associate-/r*`
10×	`difference-of-squares`
9×	`associate-/r/`
8×	`sqrt-prod` `add-log-exp`
7×	`flip3--` `flip--`
6×	`pow1`
5×	`cbrt-undiv` `div-inv` `distribute-lft-out--`
3×	`rec-exp` `1-exp` `prod-exp` `associate-/l*`
2×	`sub-neg` `sqrt-div` `diff-log`
1×	`rem-sqrt-square` `pow-flip` `frac-2neg` `sqrt-pow1` `pow1/2` `clear-num` `cbrt-unprod` `inv-pow`

Counts

4 → 118

Calls

4 calls:

85.0ms	(/ 1 (/ (* 2.0 a) (- (sqrt (- (* b b) (* 4.0 (* a c)))) b)))
18.0ms	(- (* b b) (* 4.0 (* a c)))
78.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
14.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

series579.0ms

Counts

4 → 12

Calls

4 calls:

246.0ms	(/ 1 (/ (* 2.0 a) (- (sqrt (- (* b b) (* 4.0 (* a c)))) b)))
63.0ms	(- (* b b) (* 4.0 (* a c)))
149.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
121.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

simplify1.3s

Counts

130 → 130

Iterations

Useful iterations: done (1.3s)

Iter	Nodes	Cost
0	218	3137
1	494	2801
2	1432	2561
done	5000	2481

prune401.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 4.6b

localize29.0ms

Local error

Found 4 expressions with local error:

0.2b	(- (* b b) (* 4.0 (* a c)))
0.2b	(* (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (/ 1 (* 2.0 a)))
1.1b	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
22.0b	(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite310.0ms

Algorithm

rewrite-expression-head

Rules

23×	`add-exp-log`
19×	`add-sqr-sqrt`
13×	`add-cbrt-cube`
12×	`*-un-lft-identity`
10×	`prod-exp`
8×	`add-cube-cbrt` `add-log-exp`
7×	`pow1` `associate-r`
6×	`associate-l`
5×	`flip3--` `sqrt-prod` `flip--`
4×	`div-exp` `cbrt-unprod` `difference-of-squares`
3×	`times-frac`
2×	`cbrt-undiv` `frac-times` `sub-neg` `rec-exp` `sqrt-div` `diff-log` `1-exp` `associate-*l/` `distribute-lft-out--`
1×	`rem-sqrt-square` `sqrt-pow1` `pow1/2` `associate-r/` `pow-prod-down` `un-div-inv` `-commutative` `div-inv` `unswap-sqr`

Counts

4 → 81

Calls

4 calls:

10.0ms	(- (* b b) (* 4.0 (* a c)))
198.0ms	(* (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (/ 1 (* 2.0 a)))
79.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
20.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

series422.0ms

Counts

4 → 12

Calls

4 calls:

64.0ms	(- (* b b) (* 4.0 (* a c)))
157.0ms	(* (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (/ 1 (* 2.0 a)))
111.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
89.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

simplify1.5s

Counts

93 → 93

Iterations

Useful iterations: done (1.5s)

Iter	Nodes	Cost
0	178	1851
1	441	1643
2	1461	1437
done	5000	1431

prune386.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 4.6b

localize29.0ms

Local error

Found 4 expressions with local error:

1.1b	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
1.1b	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
22.0b	(sqrt (- (* b b) (* 4.0 (* a c))))
22.0b	(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite173.0ms

Algorithm

rewrite-expression-head

Rules

16×	`add-sqr-sqrt`
10×	`*-un-lft-identity`
8×	`sqrt-prod` `add-log-exp`
6×	`pow1` `add-cube-cbrt`
4×	`add-exp-log` `flip3--` `sqrt-div` `add-cbrt-cube` `flip--` `difference-of-squares`
2×	`sub-neg` `rem-sqrt-square` `sqrt-pow1` `pow1/2` `diff-log` `distribute-lft-out--`

Counts

4 → 60

Calls

4 calls:

53.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
91.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
16.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))
10.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

series509.0ms

Counts

4 → 12

Calls

4 calls:

143.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
117.0ms	(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
117.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))
132.0ms	(sqrt (- (* b b) (* 4.0 (* a c))))

simplify2.7s

Counts

72 → 72

Iterations

Useful iterations: done (2.7s)

Iter	Nodes	Cost
0	80	1248
1	189	1104
2	571	1036
3	1865	1028
done	5000	1016

prune323.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 4.6b

regimes287.0ms

Accuracy

84.2% (4.6b remaining)

Error of 9.9b against oracle of 5.3b and baseline of 34.2b

bsearch285.0ms

Steps

Iters	Range		Point
11	1.5906747666251227e-34	6.100620313640196e-08	1.611450844781215e-34
9	-6.354265220965125e+156	-1.769171722317776e+149	-1.5501620157466267e+150

simplify4.0ms

Iterations

Useful iterations: 0 (1.0ms)

Iter	Nodes	Cost
0	28	40
1	35	40
done	35	40

end0.0ms

sample3.7s

Algorithm

intervals

Results

1.2s	848×	body	1280	valid
680.0ms	1076×	body	2560	valid
615.0ms	5882×	body	80	valid
360.0ms	2915×	body	80	nan
132.0ms	468×	body	640	valid
56.0ms	107×	body	5120	valid
45.0ms	212×	body	320	valid
18.0ms	122×	body	160	valid