Details

sample39.0ms

Algorithm

intervals

Results

17.0ms

256×

body

valid

simplify50.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (1.0ms)

Iter	Nodes	Cost
0	49	17
1	120	17
2	311	17
3	677	17
4	1422	17
5	2726	17
6	5001	17

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
0.0b	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
0.0b	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
0.0b	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

rewrite892.0ms

Algorithm

rewrite-expression-head

Rules

342×	`*-un-lft-identity`
162×	`times-frac`
118×	`add-sqr-sqrt`
90×	`add-cube-cbrt`
89×	`exp-prod`
84×	`distribute-lft-out` `distribute-lft-out--`
70×	`distribute-rgt-neg-in`
49×	`distribute-lft-neg-in`
27×	`associate-/l*`
14×	`difference-of-squares`
8×	`add-exp-log` `div-sub` `add-cbrt-cube`
7×	`neg-mul-1`
6×	`associate-/r*` `add-log-exp`
4×	`pow1` `neg-sub0` `exp-diff` `div-inv` `associate-/l/`
2×	`cbrt-undiv` `associate-+r-` `frac-2neg` `distribute-frac-neg` `div-exp` `unsub-neg` `clear-num` `rem-exp-log` `distribute-neg-frac`
1×	`exp-neg` `flip3--` `flip3-+` `flip--` `flip-+`

Counts

4 → 257

Calls

4 calls:

238.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
148.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
317.0ms	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
174.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

series235.0ms

Counts

4 → 12

Calls

4 calls:

61.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
52.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
60.0ms	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
62.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

simplify61.0ms

Algorithm

egg-herbie

Counts

269 → 269

Iterations

Useful iterations: 2 (41.0ms)

Iter	Nodes	Cost
0	533	1997
1	1930	1894
2	5002	1863

prune1.2s

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
0.0b	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
0.0b	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
0.0b	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

rewrite972.0ms

Algorithm

rewrite-expression-head

Rules

321×	`*-un-lft-identity`
162×	`times-frac`
147×	`exp-prod`
111×	`add-sqr-sqrt`
87×	`add-cube-cbrt`
84×	`distribute-lft-out`
72×	`distribute-lft-out--`
63×	`distribute-rgt-neg-in`
42×	`distribute-lft-neg-in`
12×	`difference-of-squares`
9×	`associate-/l*`
8×	`div-sub`
7×	`add-log-exp`
6×	`add-exp-log` `neg-mul-1` `add-cbrt-cube`
5×	`exp-diff`
4×	`pow1` `neg-sub0` `div-inv`
3×	`associate-/r*` `rem-exp-log`
2×	`exp-neg` `associate-+r-` `distribute-frac-neg` `unsub-neg` `associate-/l/`
1×	`cbrt-undiv` `frac-2neg` `flip3-+` `div-exp` `clear-num` `flip-+`

Counts

4 → 234

Calls

4 calls:

150.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
318.0ms	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
318.0ms	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
171.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

series231.0ms

Counts

4 → 12

Calls

4 calls:

56.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
57.0ms	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
57.0ms	(exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))
61.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

simplify54.0ms

Algorithm

egg-herbie

Counts

246 → 246

Iterations

Useful iterations: 2 (37.0ms)

Iter	Nodes	Cost
0	401	1636
1	1442	1530
2	5002	1501

prune1.0s

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b	(pow (exp (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))) (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)))
0.0b	(exp (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)))
9.0b	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
9.0b	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

rewrite563.0ms

Algorithm

rewrite-expression-head

Rules

343×	`*-un-lft-identity`
180×	`distribute-lft-out`
155×	`sqrt-prod`
137×	`times-frac`
79×	`add-sqr-sqrt`
73×	`add-cube-cbrt`
68×	`exp-prod`
45×	`distribute-rgt-neg-in`
35×	`pow-pow`
34×	`pow-unpow`
7×	`pow1`
5×	`div-inv` `add-log-exp`
4×	`add-exp-log` `rem-sqrt-square` `add-cbrt-cube`
3×	`unpow-prod-down`
2×	`sqrt-pow1` `pow1/2` `sqrt-div`
1×	`pow-to-exp` `pow-exp` `rem-exp-log` `sqr-pow`

Counts

4 → 210

Calls

4 calls:

237.0ms	(pow (exp (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))) (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)))
157.0ms	(exp (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)))
76.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
78.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

series3.0s

Counts

4 → 12

Calls

4 calls:

2.2s	(pow (exp (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))) (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)))
494.0ms	(exp (sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)))
135.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
142.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

simplify106.0ms

Algorithm

egg-herbie

Counts

222 → 222

Iterations

Useful iterations: 3 (85.0ms)

Iter	Nodes	Cost
0	276	2272
1	839	2144
2	3079	2114
3	5002	2102

prune843.0ms

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0b

localize39.0ms

Local error

Found 4 expressions with local error:

9.0b	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
9.0b	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
9.0b	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
9.0b	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

rewrite321.0ms

Algorithm

rewrite-expression-head

Rules

272×	`*-un-lft-identity`
144×	`distribute-lft-out`
124×	`sqrt-prod`
112×	`times-frac`
68×	`add-sqr-sqrt`
56×	`add-cube-cbrt`
36×	`distribute-rgt-neg-in`
8×	`pow1` `rem-sqrt-square`
4×	`add-exp-log` `sqrt-pow1` `pow1/2` `sqrt-div` `add-cbrt-cube` `div-inv` `add-log-exp`

Counts

4 → 172

Calls

4 calls:

77.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
77.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
76.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
80.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

series542.0ms

Counts

4 → 12

Calls

4 calls:

137.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
136.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
132.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
137.0ms	(sqrt (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

simplify129.0ms

Algorithm

egg-herbie

Counts

184 → 184

Iterations

Useful iterations: 4 (55.0ms)

Iter	Nodes	Cost
0	125	1752
1	290	1660
2	720	1624
3	1725	1564
4	4863	1556
5	5001	1556

prune919.0ms

Pruning

2 alts after pruning (0 fresh and 2 done)

Merged error: 0b

regimes280.0ms

Accuracy

0% (0.0b remaining)

Error of 0.0b against oracle of 0.0b and baseline of 0.0b

bsearch0.0ms

simplify1.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	37	26
1	37	26

end0.0ms

sample958.0ms

Algorithm

intervals

Results

564.0ms	7998×	body	80	valid
0.0ms	1×	body	640	valid
0.0ms	1×	body	160	valid