Details

sample201.0ms

Algorithm

intervals

Results

89.0ms	85×	body	1280	valid
43.0ms	63×	body	640	valid
34.0ms	20×	body	2560	valid
13.0ms	29×	body	320	valid
6.0ms	47×	body	80	valid
4.0ms	12×	body	160	valid

simplify8.0ms

Counts

1 → 1

Iterations

Iter	Nodes
3	10
2	10
1	9
0	6

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.2b

localize36.0ms

Local error

Found 2 expressions with local error:

1.0b	(- (sin (+ x eps)) (sin x))
4.3b	(sin (+ x eps))

rewrite52.0ms

Algorithm

rewrite-expression-head

Rules

4×	`add-sqr-sqrt` `*-un-lft-identity` `add-log-exp`
2×	`pow1` `add-cbrt-cube` `sin-sum` `add-exp-log` `add-cube-cbrt` `insert-posit16`
1×	`sub-neg` `flip3--` `diff-log` `diff-sin` `associate--l+` `flip--` `distribute-lft-out--` `difference-of-squares`

Counts

2 → 26

Calls

2 calls:

43.0ms	(- (sin (+ x eps)) (sin x))
9.0ms	(sin (+ x eps))

series79.0ms

Counts

2 → 6

Calls

2 calls:

58.0ms	(- (sin (+ x eps)) (sin x))
21.0ms	(sin (+ x eps))

simplify1.6s

Counts

32 → 32

Iterations

Iter	Nodes
5	3374
4	1441
3	637
2	294
1	137
0	65

prune346.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.5b

localize46.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ x (+ x eps))
0.2b	(* (sin (/ eps 2)) (cos (/ (+ x (+ x eps)) 2)))
4.1b	(cos (/ (+ x (+ x eps)) 2))

rewrite77.0ms

Algorithm

rewrite-expression-head

Rules

10×	`*-un-lft-identity`
8×	`add-log-exp`
7×	`add-sqr-sqrt`
5×	`pow1` `add-cbrt-cube` `add-exp-log` `add-cube-cbrt`
3×	`sum-log` `associate-r` `associate-l` `insert-posit16` `distribute-lft-out`
1×	`+-commutative` `associate-+r+` `flip3-+` `pow-prod-down` `prod-exp` `*-commutative` `cbrt-unprod` `flip-+` `sin-cos-mult` `unswap-sqr`

Counts

3 → 44

Calls

3 calls:

11.0ms	(+ x (+ x eps))
21.0ms	(* (sin (/ eps 2)) (cos (/ (+ x (+ x eps)) 2)))
43.0ms	(cos (/ (+ x (+ x eps)) 2))

series133.0ms

Counts

3 → 9

Calls

3 calls:

28.0ms	(+ x (+ x eps))
68.0ms	(* (sin (/ eps 2)) (cos (/ (+ x (+ x eps)) 2)))
37.0ms	(cos (/ (+ x (+ x eps)) 2))

simplify5.1s

Counts

53 → 53

Iterations

Iter	Nodes
4	7454
3	1757
2	596
1	221
0	94

prune633.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.4b

localize67.0ms

Local error

Found 4 expressions with local error:

0.1b	(exp (cos (/ (+ x (+ x eps)) 2)))
0.2b	(* (sin (/ eps 2)) (log (exp (cos (/ (+ x (+ x eps)) 2)))))
0.5b	(log (exp (cos (/ (+ x (+ x eps)) 2))))
4.1b	(cos (/ (+ x (+ x eps)) 2))

rewrite164.0ms

Algorithm

rewrite-expression-head

Rules

14×	`add-sqr-sqrt`
12×	`*-un-lft-identity` `add-cube-cbrt`
9×	`log-prod` `exp-prod`
8×	`pow1` `log-pow`
7×	`associate-r`
6×	`add-cbrt-cube` `add-exp-log`
5×	`add-log-exp`
4×	`insert-posit16`
3×	`distribute-rgt-in` `distribute-lft-in` `associate-l`
1×	`rem-log-exp` `pow-prod-down` `prod-exp` `*-commutative` `cbrt-unprod` `unswap-sqr` `rem-exp-log`

Counts

4 → 65

Calls

4 calls:

21.0ms	(exp (cos (/ (+ x (+ x eps)) 2)))
37.0ms	(* (sin (/ eps 2)) (log (exp (cos (/ (+ x (+ x eps)) 2)))))
67.0ms	(log (exp (cos (/ (+ x (+ x eps)) 2))))
39.0ms	(cos (/ (+ x (+ x eps)) 2))

series208.0ms

Counts

4 → 12

Calls

4 calls:

77.0ms	(exp (cos (/ (+ x (+ x eps)) 2)))
64.0ms	(* (sin (/ eps 2)) (log (exp (cos (/ (+ x (+ x eps)) 2)))))
30.0ms	(log (exp (cos (/ (+ x (+ x eps)) 2))))
36.0ms	(cos (/ (+ x (+ x eps)) 2))

simplify2.5s

Counts

77 → 77

Iterations

Iter	Nodes
5	3227
4	1985
3	1107
2	503
1	232
0	111

prune817.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0.4b

localize71.0ms

Local error

Found 4 expressions with local error:

0.5b	(cbrt (* (* (cos (/ (+ x (+ x eps)) 2)) (cos (/ (+ x (+ x eps)) 2))) (cos (/ (+ x (+ x eps)) 2))))
4.1b	(cos (/ (+ x (+ x eps)) 2))
4.1b	(cos (/ (+ x (+ x eps)) 2))
4.1b	(cos (/ (+ x (+ x eps)) 2))

rewrite135.0ms

Algorithm

rewrite-expression-head

Rules

4×	`add-sqr-sqrt` `pow1` `*-un-lft-identity` `add-cbrt-cube` `add-exp-log` `add-cube-cbrt` `insert-posit16` `add-log-exp`
1×	`cbrt-prod` `cbrt-div` `pow1/3` `pow3` `associate-*l/` `cos-mult` `rem-cbrt-cube`

Counts

4 → 36

Calls

4 calls:

20.0ms	(cbrt (* (* (cos (/ (+ x (+ x eps)) 2)) (cos (/ (+ x (+ x eps)) 2))) (cos (/ (+ x (+ x eps)) 2))))
39.0ms	(cos (/ (+ x (+ x eps)) 2))
37.0ms	(cos (/ (+ x (+ x eps)) 2))
38.0ms	(cos (/ (+ x (+ x eps)) 2))

series125.0ms

Counts

4 → 12

Calls

4 calls:

31.0ms	(cbrt (* (* (cos (/ (+ x (+ x eps)) 2)) (cos (/ (+ x (+ x eps)) 2))) (cos (/ (+ x (+ x eps)) 2))))
30.0ms	(cos (/ (+ x (+ x eps)) 2))
38.0ms	(cos (/ (+ x (+ x eps)) 2))
25.0ms	(cos (/ (+ x (+ x eps)) 2))

simplify3.9s

Counts

48 → 48

Iterations

Iter	Nodes
8	4119
7	1495
6	924
5	652
4	431
3	248
2	129
1	80
0	45

prune671.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 0.4b

regimes151.0ms

Accuracy

99.2% (0.1b remaining)

Error of 0.5b against oracle of 0.4b and baseline of 15.2b

bsearch153.0ms

Steps

Iters	Range		Point
8	3.9568734232294605e-09	3.8140973376779237e-06	6.77676751873262e-09
7	-0.35383103211093586	-0.008083691246901765	-0.008247894483255535

simplify6.0ms

Iterations

Iter	Nodes
2	35
1	35
0	25

end0.0ms

sample7.3s

Algorithm

intervals

Results

4.2s	3311×	body	1280	valid
1.1s	1788×	body	640	valid
1.1s	633×	body	2560	valid
421.0ms	822×	body	320	valid
166.0ms	1123×	body	80	valid
117.0ms	323×	body	160	valid