Details

sample83.0ms

Algorithm

intervals

Results

21.0ms	27×	body	1280	valid
20.0ms	202×	body	80	valid
12.0ms	26×	body	640	valid
8.0ms	99×	body	80	nan
5.0ms	14×	body	320	valid
2.0ms	8×	body	160	valid

simplify671.0ms

Counts

1 → 1

Iterations

Iter	Nodes
done	2000
6	565
5	220
4	94
3	44
2	25
1	18
0	10

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 6.4b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ x (/ (exp (* y (log (/ y (+ z y))))) y))
0.0b	(/ y (+ z y))
0.1b	(* y (log (/ y (+ z y))))
10.6b	(log (/ y (+ z y)))

rewrite90.0ms

Algorithm

rewrite-expression-head

Rules

68×	`*-un-lft-identity`
54×	`log-prod`
48×	`times-frac`
42×	`add-sqr-sqrt`
40×	`add-cube-cbrt`
18×	`distribute-rgt-in` `distribute-lft-in`
14×	`distribute-lft-out`
11×	`add-exp-log`
8×	`pow1` `add-cbrt-cube` `associate-/r/`
6×	`add-log-exp`
5×	`flip3-+` `flip-+`
4×	`expm1-log1p-u` `associate-/r` `associate-r*` `insert-posit16` `log1p-expm1-u` `div-inv`
3×	`fma-def` `associate-l` `associate-/l*`
2×	`div-exp` `rem-log-exp` `log-pow`
1×	`cbrt-undiv` `+-commutative` `log-div` `clear-num` `sum-log` `frac-2neg` `pow-prod-down` `prod-exp` `*-commutative` `cbrt-unprod` `unswap-sqr`

Counts

4 → 144

Calls

4 calls:

48.0ms	(+ x (/ (exp (* y (log (/ y (+ z y))))) y))
12.0ms	(/ y (+ z y))
20.0ms	(* y (log (/ y (+ z y))))
6.0ms	(log (/ y (+ z y)))

series331.0ms

Counts

4 → 12

Calls

4 calls:

89.0ms	(+ x (/ (exp (* y (log (/ y (+ z y))))) y))
60.0ms	(/ y (+ z y))
104.0ms	(* y (log (/ y (+ z y))))
79.0ms	(log (/ y (+ z y)))

simplify601.0ms

Counts

156 → 156

Iterations

Iter	Nodes
done	2004
2	1058
1	421
0	211

prune664.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 1 expressions with local error:

0.0b	(+ x (/ (exp 0) y))

rewrite7.0ms

Algorithm

rewrite-expression-head

Rules

4×	`*-un-lft-identity`
3×	`fma-def` `add-log-exp`
2×	`add-sqr-sqrt` `add-cube-cbrt`
1×	`expm1-log1p-u` `pow1` `+-commutative` `sum-log` `flip3-+` `add-cbrt-cube` `add-exp-log` `flip-+` `insert-posit16` `log1p-expm1-u` `distribute-lft-out`

Counts

1 → 18

Calls

1 calls:

7.0ms

(+ x (/ (exp 0) y))

series16.0ms

Counts

1 → 3

Calls

1 calls:

16.0ms

(+ x (/ (exp 0) y))

simplify710.0ms

Counts

21 → 21

Iterations

Iter	Nodes
done	2000
3	1524
2	325
1	86
0	33

prune92.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 1 expressions with local error:

0.0b	(+ (/ (exp (- z)) y) x)

rewrite28.0ms

Algorithm

rewrite-expression-head

Rules

13×	`fma-def`
10×	`*-un-lft-identity`
9×	`times-frac`
8×	`add-sqr-sqrt` `add-cube-cbrt`
3×	`add-log-exp`
1×	`expm1-log1p-u` `pow1` `+-commutative` `sum-log` `flip3-+` `add-cbrt-cube` `add-exp-log` `flip-+` `insert-posit16` `log1p-expm1-u` `div-inv` `distribute-lft-out`

Counts

1 → 28

Calls

1 calls:

28.0ms

(+ (/ (exp (- z)) y) x)

series46.0ms

Counts

1 → 3

Calls

1 calls:

46.0ms

(+ (/ (exp (- z)) y) x)

simplify478.0ms

Counts

31 → 31

Iterations

Iter	Nodes
done	2001
2	413
1	126
0	47

prune155.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0b

localize17.0ms

Local error

Found 1 expressions with local error:

0.0b	(fma (exp (- z)) (/ 1 y) x)

rewrite1.0ms

Algorithm

rewrite-expression-head

Rules

1×	`add-sqr-sqrt` `expm1-log1p-u` `pow1` `*-un-lft-identity` `add-cbrt-cube` `add-exp-log` `add-cube-cbrt` `fma-udef` `insert-posit16` `log1p-expm1-u` `add-log-exp`

Counts

1 → 11

Calls

1 calls:

0.0ms

(fma (exp (- z)) (/ 1 y) x)

series62.0ms

Counts

1 → 3

Calls

1 calls:

62.0ms

(fma (exp (- z)) (/ 1 y) x)

simplify980.0ms

Counts

14 → 14

Iterations

Iter	Nodes
done	2000
4	1676
3	407
2	139
1	60
0	34

prune48.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

regimes120.0ms

Accuracy

66.9% (0.8b remaining)

Error of 1.0b against oracle of 0.2b and baseline of 2.7b

bsearch33.0ms

Steps

Iters	Range		Point
6	2.3966671030907732e-20	1.4814643851382119e-19	1.4594586256060078e-19

simplify2.0ms

Iterations

Iter	Nodes
done	16
1	16
0	15

end0.0ms

sample3.4s

Algorithm

intervals

Results

1000.0ms	784×	body	1280	valid
831.0ms	6494×	body	80	valid
553.0ms	935×	body	640	valid
390.0ms	3066×	body	80	nan
249.0ms	556×	body	320	valid
77.0ms	330×	body	160	valid