Details

sample867.0ms

Algorithm

intervals

Results

280.0ms	1382×	body	80	nan
91.0ms	501×	body	80	valid

simplify6.1s

Counts: 1 → 1

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 1.6b

localize53.0ms

Local error

Found 4 expressions with local error:

1.0b	(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.3b	(* y (log z))
0.2b	(* (- t 1.0) (log a))

rewrite327.0ms

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

193.0ms	(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
97.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
27.0ms	(* (- t 1.0) (log a))
7.0ms	(* y (log z))

series608.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

260.0ms	(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
175.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
102.0ms	(* (- t 1.0) (log a))
70.0ms	(* y (log z))

simplify801.0ms

Counts: 111 → 111

prune2.5s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.5b

localize72.0ms

Local error

Found 4 expressions with local error:

0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.7b	(/ x (/ y (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))))
0.3b	(* y (log z))
0.2b	(* (- t 1.0) (log a))

rewrite250.0ms

Algorithm

rewrite-expression-head

Rules

141×	`times-frac`
85×	`add-sqr-sqrt`
81×	`*-un-lft-identity`
77×	`add-cube-cbrt`
39×	`exp-sum`
23×	`associate-/r*`
13×	`sub-neg` `add-cbrt-cube` `associate--l+`
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` `exp-diff` `associate-/r/` `div-inv`
4×	`insert-posit16`
3×	`cbrt-undiv` `div-exp` `associate-/l*` `rem-exp-log`
2×	`diff-log` `pow-prod-down` `associate-l/` `prod-exp` `log-pow` `-commutative` `cbrt-unprod` `distribute-lft-out--` `difference-of-squares` `unswap-sqr`
1×	`clear-num` `sum-log` `frac-2neg` `flip3--` `flip--`

Counts

4 → 187

Calls

4 calls:

Slowest

112.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
101.0ms	(/ x (/ y (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))))
25.0ms	(* (- t 1.0) (log a))
8.0ms	(* y (log z))

series575.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

267.0ms	(/ x (/ y (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))))
185.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
72.0ms	(* (- t 1.0) (log a))
50.0ms	(* y (log z))

simplify1.4s

Counts: 199 → 199

prune4.9s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 0.5b

localize135.0ms

Local error

Found 4 expressions with local error:

0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.6b	(cbrt y)
0.6b	(cbrt y)

rewrite227.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 64

Calls

4 calls:

Slowest

112.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
110.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.0ms	(cbrt y)
1.0ms	(cbrt y)

series915.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

314.0ms	(cbrt y)
263.0ms	(cbrt y)
170.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
169.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

simplify3.1s

Counts: 76 → 76

prune3.0s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 0.4b

localize176.0ms

Local error

Found 4 expressions with local error:

0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
0.8b	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

rewrite377.0ms

Algorithm

rewrite-expression-head

Rules

28×	`add-log-exp`
20×	`exp-prod`
16×	`add-sqr-sqrt` `*-un-lft-identity`
12×	`exp-sum` `rem-exp-log`
8×	`diff-log` `add-cube-cbrt`
4×	`pow1` `sum-log` `sub-neg` `add-cbrt-cube` `exp-diff` `associate--l+` `add-exp-log` `insert-posit16` `distribute-lft-out--` `difference-of-squares`

Counts

4 → 80

Calls

4 calls:

Slowest

111.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
92.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
87.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
85.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

series740.0ms

Counts

4 → 12

Calls

4 calls:

Slowest

215.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
195.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
191.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
140.0ms	(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

simplify2.9s

Counts: 92 → 92

prune3.0s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 0.3b

regimes3.9s

Accuracy

0% (0.3b remaining)

Error of 0.9b against oracle of 0.6b and baseline of 0.9b

bsearch10.0ms

end0.0ms

sample15.1s

Algorithm

intervals

Results

8.7s	46534×	body	80	nan
3.5s	15306×	body	80	valid