Details

sample34.0ms

Algorithm

intervals

Results

18.0ms

267×

body

valid

simplify70.0ms

Counts

1 → 1

Iterations

Iter	Nodes
done	80
5	80
4	76
3	56
2	40
1	21
0	11

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.0b

localize23.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ (* c c) (* d d))
0.5b	(- (* b c) (* a d))
25.0b	(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

rewrite59.0ms

Algorithm

rewrite-expression-head

Rules

11×	`add-sqr-sqrt` `*-un-lft-identity` `add-cube-cbrt`
9×	`times-frac`
7×	`add-log-exp`
5×	`add-cbrt-cube` `add-exp-log`
3×	`expm1-log1p-u` `pow1` `associate-/r` `insert-posit16` `log1p-expm1-u` `associate-/l`
2×	`flip3-+` `flip3--` `associate-/r/` `flip-+` `flip--` `associate-/l/`
1×	`cbrt-undiv` `+-commutative` `clear-num` `sum-log` `sub-neg` `fma-def` `frac-2neg` `fma-neg` `diff-log` `div-sub` `div-exp` `prod-diff` `div-inv`

Counts

3 → 67

Calls

3 calls:

7.0ms	(+ (* c c) (* d d))
10.0ms	(- (* b c) (* a d))
40.0ms	(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

series247.0ms

Counts

3 → 9

Calls

3 calls:

52.0ms	(+ (* c c) (* d d))
75.0ms	(- (* b c) (* a d))
120.0ms	(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

simplify2.6s

Counts

76 → 76

Iterations

Iter	Nodes
done	5000
3	4704
2	1140
1	323
0	113

prune453.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 24.6b

localize26.0ms

Local error

Found 4 expressions with local error:

0.5b	(- (* b c) (* a d))
16.8b	(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
28.8b	(sqrt (+ (* c c) (* d d)))
28.8b	(sqrt (+ (* c c) (* d d)))

rewrite57.0ms

Algorithm

rewrite-expression-head

Rules

23×	`add-sqr-sqrt`
21×	`*-un-lft-identity` `add-cube-cbrt`
18×	`times-frac` `sqrt-prod`
6×	`pow1` `associate-/r*` `add-cbrt-cube` `sqrt-div` `add-exp-log` `add-log-exp`
4×	`expm1-log1p-u` `insert-posit16` `log1p-expm1-u`
3×	`flip3-+` `flip-+` `associate-/l*`
2×	`rem-sqrt-square` `sqrt-pow1` `flip3--` `pow1/2` `associate-/r/` `hypot-def` `flip--` `associate-/l/`
1×	`cbrt-undiv` `clear-num` `sub-neg` `frac-2neg` `fma-neg` `diff-log` `div-sub` `div-exp` `prod-diff` `div-inv`

Counts

4 → 102

Calls

4 calls:

8.0ms	(- (* b c) (* a d))
22.0ms	(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
8.0ms	(sqrt (+ (* c c) (* d d)))
17.0ms	(sqrt (+ (* c c) (* d d)))

series321.0ms

Counts

4 → 12

Calls

4 calls:

64.0ms	(- (* b c) (* a d))
145.0ms	(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
63.0ms	(sqrt (+ (* c c) (* d d)))
48.0ms	(sqrt (+ (* c c) (* d d)))

simplify2.9s

Counts

114 → 114

Iterations

Iter	Nodes
done	5001
3	2849
2	986
1	336
0	132

prune724.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 22.6b

localize35.0ms

Local error

Found 4 expressions with local error:

0.1b	(/ (/ (- (* b c) (* a d)) (hypot c d)) (sqrt (+ (* c c) (* d d))))
0.5b	(- (* b c) (* a d))
16.8b	(/ (- (* b c) (* a d)) (hypot c d))
28.8b	(sqrt (+ (* c c) (* d d)))

rewrite85.0ms

Algorithm

rewrite-expression-head

Rules

150×	`times-frac`
91×	`add-sqr-sqrt`
90×	`*-un-lft-identity` `add-cube-cbrt`
45×	`sqrt-prod`
16×	`associate-/l*`
11×	`add-cbrt-cube` `add-exp-log`
9×	`associate-/r*` `div-inv`
6×	`add-log-exp`
5×	`pow1`
4×	`expm1-log1p-u` `cbrt-undiv` `sqrt-div` `div-exp` `insert-posit16` `log1p-expm1-u`
3×	`div-sub` `associate-/l/`
2×	`clear-num` `frac-2neg` `flip3-+` `flip3--` `associate-/r/` `flip-+` `flip--`
1×	`rem-sqrt-square` `sub-neg` `sqrt-pow1` `pow1/2` `fma-neg` `diff-log` `prod-diff` `hypot-def`

Counts

4 → 187

Calls

4 calls:

40.0ms	(/ (/ (- (* b c) (* a d)) (hypot c d)) (sqrt (+ (* c c) (* d d))))
17.0ms	(- (* b c) (* a d))
16.0ms	(/ (- (* b c) (* a d)) (hypot c d))
7.0ms	(sqrt (+ (* c c) (* d d)))

series506.0ms

Counts

4 → 12

Calls

4 calls:

206.0ms	(/ (/ (- (* b c) (* a d)) (hypot c d)) (sqrt (+ (* c c) (* d d))))
68.0ms	(- (* b c) (* a d))
167.0ms	(/ (- (* b c) (* a d)) (hypot c d))
65.0ms	(sqrt (+ (* c c) (* d d)))

simplify1.5s

Counts

199 → 199

Iterations

Iter	Nodes
done	5000
2	1995
1	710
0	273

prune1.0s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 15.1b

localize25.0ms

Local error

Found 4 expressions with local error:

0.0b	(hypot c d)
0.1b	(/ (/ (- (* b c) (* a d)) (hypot c d)) (hypot c d))
0.5b	(- (* b c) (* a d))
16.8b	(/ (- (* b c) (* a d)) (hypot c d))

rewrite48.0ms

Algorithm

rewrite-expression-head

Rules

84×	`times-frac`
54×	`add-sqr-sqrt` `*-un-lft-identity` `add-cube-cbrt`
16×	`associate-/l*`
11×	`add-cbrt-cube` `add-exp-log`
6×	`associate-/r*` `div-inv` `add-log-exp`
4×	`expm1-log1p-u` `pow1` `cbrt-undiv` `div-exp` `insert-posit16` `log1p-expm1-u`
3×	`div-sub` `associate-/l/`
2×	`clear-num` `frac-2neg` `flip3--` `flip--`
1×	`hypot-udef` `sub-neg` `fma-neg` `diff-log` `prod-diff`

Counts

4 → 135

Calls

4 calls:

0.0ms	(hypot c d)
22.0ms	(/ (/ (- (* b c) (* a d)) (hypot c d)) (hypot c d))
8.0ms	(- (* b c) (* a d))
16.0ms	(/ (- (* b c) (* a d)) (hypot c d))

series399.0ms

Counts

4 → 12

Calls

4 calls:

62.0ms	(hypot c d)
138.0ms	(/ (/ (- (* b c) (* a d)) (hypot c d)) (hypot c d))
56.0ms	(- (* b c) (* a d))
143.0ms	(/ (- (* b c) (* a d)) (hypot c d))

simplify1.5s

Counts

147 → 147

Iterations

Iter	Nodes
done	5000
2	1485
1	471
0	196

prune683.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 7.0b

regimes332.0ms

Accuracy

33.2% (6.8b remaining)

Error of 12.6b against oracle of 5.8b and baseline of 16.0b

bsearch107.0ms

Steps

Iters	Range		Point
7	1.409584849115433e+155	4.2303463527079064e+156	1.512622379546738e+155
9	-8.57095689264558e+115	-1.514065729698029e+108	-7.729339549361261e+115

simplify8.0ms

Iterations

Iter	Nodes
done	27
2	27
1	25
0	19

end0.0ms

sample975.0ms

Algorithm

intervals

Results

740.0ms

8448×

body

valid