Details

sample391.0ms

Algorithm

intervals

Results

199.0ms	1315×	body	80	nan
108.0ms	493×	body	80	valid

simplify6.8s

Counts: 1 → 1

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.3b

localize61.0ms

Local error

Found 4 expressions with local error:

1.3b	(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.3b	(* y (log z))
0.1b	(* (- t 1.0) (log a))

rewrite382.0ms

Algorithm

rewrite-expression-head

Rules

23×	`add-sqr-sqrt`
19×	`*-un-lft-identity`
15×	`add-cube-cbrt`
13×	`add-cbrt-cube`
12×	`log-prod` `add-exp-log`
10×	`pow1` `add-log-exp`
8×	`associate-r` `associate-l`
6×	`distribute-rgt-in` `distribute-lft-in`
5×	`exp-prod`
4×	`insert-posit16`
3×	`associate-/r*` `times-frac` `exp-sum` `prod-exp` `cbrt-unprod` `rem-exp-log`
2×	`cbrt-undiv` `exp-diff` `diff-log` `div-exp` `pow-prod-down` `associate-l/` `log-pow` `-commutative` `distribute-lft-out--` `difference-of-squares` `unswap-sqr`
1×	`clear-num` `sum-log` `sub-neg` `frac-2neg` `flip3--` `associate--l+` `associate-r/` `div-inv` `flip--` `associate-/l` `associate-/l/`

Counts

4 → 99

Calls

4 calls:

Slowest

261.0ms	(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
88.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
22.0ms	(* (- t 1.0) (log a))
7.0ms	(* y (log z))

series552.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

251.0ms	(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
157.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
83.0ms	(* (- t 1.0) (log a))
61.0ms	(* y (log z))

simplify826.0ms

Counts: 111 → 111

prune2.0s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 0.9b

localize31.0ms

Local error

Found 4 expressions with local error:

1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.8b	(* x (/ (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)) y))
0.3b	(* y (log z))
0.1b	(* (- t 1.0) (log a))

rewrite345.0ms

Algorithm

rewrite-expression-head

Rules

37×	`add-sqr-sqrt`
30×	`associate-r`
28×	`*-un-lft-identity`
24×	`add-cube-cbrt`
19×	`times-frac`
13×	`add-cbrt-cube`
12×	`pow1` `log-prod` `exp-sum` `add-exp-log`
11×	`associate-l`
10×	`add-log-exp`
6×	`distribute-rgt-in` `distribute-lft-in`
5×	`exp-prod`
4×	`sub-neg` `prod-exp` `associate--l+` `cbrt-unprod` `insert-posit16` `unswap-sqr`
3×	`pow-prod-down` `*-commutative` `rem-exp-log`
2×	`diff-log` `associate-*l/` `log-pow` `distribute-lft-out--` `difference-of-squares`
1×	`cbrt-undiv` `sum-log` `flip3--` `exp-diff` `div-exp` `associate-*r/` `div-inv` `flip--`

Counts

4 → 118

Calls

4 calls:

Slowest

229.0ms	(* x (/ (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)) y))
66.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
33.0ms	(* (- t 1.0) (log a))
13.0ms	(* y (log z))

series579.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

267.0ms	(* x (/ (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)) y))
181.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
72.0ms	(* (- t 1.0) (log a))
58.0ms	(* y (log z))

simplify928.0ms

Counts: 130 → 130

prune2.1s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 0.9b

localize88.0ms

Local error

Found 4 expressions with local error:

1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.6b	(cbrt y)

rewrite251.0ms

Algorithm

rewrite-expression-head

Rules

22×	`add-log-exp`
15×	`exp-prod`
14×	`add-sqr-sqrt` `*-un-lft-identity`
9×	`exp-sum` `rem-exp-log`
8×	`add-cube-cbrt`
6×	`diff-log`
4×	`pow1` `add-cbrt-cube` `add-exp-log` `insert-posit16`
3×	`cbrt-prod` `sum-log` `sub-neg` `exp-diff` `associate--l+` `distribute-lft-out--` `difference-of-squares`
1×	`pow1/3`

Counts

4 → 72

Calls

4 calls:

Slowest

98.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
79.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
72.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.0ms	(cbrt y)

series698.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

297.0ms	(cbrt y)
156.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
126.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
119.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

simplify3.0s

Counts: 84 → 84

prune2.4s

Pruning

19 alts after pruning (18 fresh and 1 done)

Merged error: 0.7b

localize112.0ms

Local error

Found 4 expressions with local error:

1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.1b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.6b	(cbrt y)

rewrite234.0ms

Algorithm

rewrite-expression-head

Rules

22×	`add-log-exp`
15×	`exp-prod`
14×	`add-sqr-sqrt` `*-un-lft-identity`
9×	`exp-sum` `rem-exp-log`
8×	`add-cube-cbrt`
6×	`diff-log`
4×	`pow1` `add-cbrt-cube` `add-exp-log` `insert-posit16`
3×	`cbrt-prod` `sum-log` `sub-neg` `exp-diff` `associate--l+` `distribute-lft-out--` `difference-of-squares`
1×	`pow1/3`

Counts

4 → 72

Calls

4 calls:

Slowest

92.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
70.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
70.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.0ms	(cbrt y)

series774.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

270.0ms	(cbrt y)
187.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
162.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
156.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

simplify3.2s

Counts: 84 → 84

prune2.1s

Pruning

22 alts after pruning (20 fresh and 2 done)

Merged error: 0.7b

regimes2.8s

Accuracy

0% (0.4b remaining)

Error of 1.1b against oracle of 0.6b and baseline of 1.1b

bsearch4.0ms

end0.0ms

sample13.6s

Algorithm

intervals

Results

8.2s	45768×	body	80	nan
2.6s	15200×	body	80	valid