Details

sample119.0ms

Algorithm

intervals

Results

27.0ms	39×	body	2560	valid
23.0ms	87×	body	80	nan
22.0ms	188×	body	80	valid
19.0ms	31×	body	1280	valid
5.0ms	13×	body	640	valid
3.0ms	3×	body	5120	valid
2.0ms	6×	body	320	valid
0.0ms	1×	body	160	valid

simplify130.0ms

Counts

1 → 1

Iterations

Iter	Nodes
done	105
7	105
6	104
5	102
4	94
3	77
2	44
1	25
0	14

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.1b	(/ (- (sqrt (fma b b (* (* a -4) c))) b) a)
0.4b	(- (sqrt (fma b b (* (* a -4) c))) b)
0.5b	(fma b b (* (* a -4) c))
23.1b	(sqrt (fma b b (* (* a -4) c)))

rewrite60.0ms

Algorithm

rewrite-expression-head

Rules

51×	`add-sqr-sqrt`
40×	`*-un-lft-identity`
30×	`add-cube-cbrt`
20×	`sqrt-prod`
18×	`times-frac` `prod-diff`
10×	`difference-of-squares`
6×	`add-cbrt-cube` `fma-neg` `add-exp-log` `associate-/l*` `add-log-exp`
5×	`pow1` `distribute-lft-out--`
4×	`expm1-log1p-u` `insert-posit16` `log1p-expm1-u`
3×	`associate-/r*`
2×	`flip3--` `flip--` `associate-/l/`
1×	`cbrt-undiv` `rem-sqrt-square` `clear-num` `sub-neg` `frac-2neg` `sqrt-pow1` `pow1/2` `diff-log` `div-sub` `div-exp` `fma-udef` `div-inv`

Counts

4 → 114

Calls

4 calls:

27.0ms	(/ (- (sqrt (fma b b (* (* a -4) c))) b) a)
27.0ms	(- (sqrt (fma b b (* (* a -4) c))) b)
1.0ms	(fma b b (* (* a -4) c))
3.0ms	(sqrt (fma b b (* (* a -4) c)))

series510.0ms

Counts

4 → 12

Calls

4 calls:

195.0ms	(/ (- (sqrt (fma b b (* (* a -4) c))) b) a)
121.0ms	(- (sqrt (fma b b (* (* a -4) c))) b)
77.0ms	(fma b b (* (* a -4) c))
117.0ms	(sqrt (fma b b (* (* a -4) c)))

simplify2.8s

Counts

126 → 126

Iterations

Iter	Nodes
done	5000
3	3517
2	1002
1	424
0	180

prune725.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 6.4b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b	(/ 1 (/ a (- (sqrt (fma b b (* (* a -4) c))) b)))
0.4b	(- (sqrt (fma b b (* (* a -4) c))) b)
0.5b	(fma b b (* (* a -4) c))
23.1b	(sqrt (fma b b (* (* a -4) c)))

rewrite34.0ms

Algorithm

rewrite-expression-head

Rules

144×	`times-frac`
137×	`add-sqr-sqrt`
110×	`*-un-lft-identity`
84×	`add-cube-cbrt`
28×	`sqrt-prod`
26×	`difference-of-squares`
24×	`associate-/r*`
18×	`prod-diff`
15×	`add-exp-log`
13×	`distribute-lft-out--`
9×	`add-cbrt-cube` `associate-/r/`
7×	`div-exp`
6×	`pow1` `fma-neg` `add-log-exp`
5×	`flip3--` `div-inv` `flip--`
4×	`expm1-log1p-u` `insert-posit16` `log1p-expm1-u`
3×	`cbrt-undiv` `associate-/l*`
2×	`rec-exp` `1-exp`
1×	`rem-sqrt-square` `clear-num` `sub-neg` `frac-2neg` `sqrt-pow1` `pow1/2` `diff-log` `fma-udef` `pow-flip` `inv-pow`

Counts

4 → 192

Calls

4 calls:

16.0ms	(/ 1 (/ a (- (sqrt (fma b b (* (* a -4) c))) b)))
10.0ms	(- (sqrt (fma b b (* (* a -4) c))) b)
1.0ms	(fma b b (* (* a -4) c))
3.0ms	(sqrt (fma b b (* (* a -4) c)))

series526.0ms

Counts

4 → 12

Calls

4 calls:

198.0ms	(/ 1 (/ a (- (sqrt (fma b b (* (* a -4) c))) b)))
145.0ms	(- (sqrt (fma b b (* (* a -4) c))) b)
63.0ms	(fma b b (* (* a -4) c))
120.0ms	(sqrt (fma b b (* (* a -4) c)))

simplify2.1s

Counts

204 → 204

Iterations

Iter	Nodes
done	5000
2	1831
1	661
0	284

prune1.1s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 6.4b

localize56.0ms

Local error

Found 4 expressions with local error:

0.5b	(fma b b (* (* a -4) c))
0.5b	(fma b b (* (* a -4) c))
23.1b	(sqrt (fma b b (* (* a -4) c)))
23.1b	(sqrt (fma b b (* (* a -4) c)))

rewrite5.0ms

Algorithm

rewrite-expression-head

Rules

8×	`add-sqr-sqrt`
6×	`pow1` `*-un-lft-identity` `add-cube-cbrt` `sqrt-prod`
4×	`expm1-log1p-u` `add-cbrt-cube` `add-exp-log` `insert-posit16` `log1p-expm1-u` `add-log-exp`
2×	`rem-sqrt-square` `sqrt-pow1` `pow1/2` `fma-udef`

Counts

4 → 54

Calls

4 calls:

0.0ms	(fma b b (* (* a -4) c))
0.0ms	(fma b b (* (* a -4) c))
2.0ms	(sqrt (fma b b (* (* a -4) c)))
2.0ms	(sqrt (fma b b (* (* a -4) c)))

series415.0ms

Counts

4 → 12

Calls

4 calls:

83.0ms	(fma b b (* (* a -4) c))
66.0ms	(fma b b (* (* a -4) c))
140.0ms	(sqrt (fma b b (* (* a -4) c)))
126.0ms	(sqrt (fma b b (* (* a -4) c)))

simplify2.9s

Counts

66 → 66

Iterations

Iter	Nodes
done	5001
4	3165
3	739
2	223
1	94
0	49

prune607.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 6.4b

localize45.0ms

Local error

Found 4 expressions with local error:

0.5b	(fma b b (* (* a -4) c))
23.1b	(sqrt (fma b b (* (* a -4) c)))
23.1b	(sqrt (fma b b (* (* a -4) c)))
23.1b	(sqrt (fma b b (* (* a -4) c)))

rewrite6.0ms

Algorithm

rewrite-expression-head

Rules

10×	`add-sqr-sqrt`
9×	`sqrt-prod`
7×	`pow1` `*-un-lft-identity` `add-cube-cbrt`
4×	`expm1-log1p-u` `add-cbrt-cube` `add-exp-log` `insert-posit16` `log1p-expm1-u` `add-log-exp`
3×	`rem-sqrt-square` `sqrt-pow1` `pow1/2`
1×	`fma-udef`

Counts

4 → 59

Calls

4 calls:

0.0ms	(fma b b (* (* a -4) c))
1.0ms	(sqrt (fma b b (* (* a -4) c)))
2.0ms	(sqrt (fma b b (* (* a -4) c)))
2.0ms	(sqrt (fma b b (* (* a -4) c)))

series409.0ms

Counts

4 → 12

Calls

4 calls:

67.0ms	(fma b b (* (* a -4) c))
109.0ms	(sqrt (fma b b (* (* a -4) c)))
99.0ms	(sqrt (fma b b (* (* a -4) c)))
133.0ms	(sqrt (fma b b (* (* a -4) c)))

simplify2.9s

Counts

71 → 71

Iterations

Iter	Nodes
done	5001
4	3165
3	739
2	223
1	94
0	49

prune453.0ms

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 6.4b

regimes422.0ms

Accuracy

83.5% (4.6b remaining)

Error of 10.4b against oracle of 5.9b and baseline of 33.7b

bsearch206.0ms

Steps

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

simplify6.0ms

Iterations

Iter	Nodes
done	34
1	34
0	28

end0.0ms

sample4.2s

Algorithm

intervals

Results

1.0s	1064×	body	2560	valid
933.0ms	5890×	body	80	valid
795.0ms	2854×	body	80	nan
720.0ms	901×	body	1280	valid
215.0ms	447×	body	640	valid
98.0ms	207×	body	320	valid
86.0ms	95×	body	5120	valid
30.0ms	133×	body	160	valid