Details

sample44.0ms

Algorithm

intervals

Results

23.0ms

256×

body

valid

simplify46.0ms

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	1425	17
5	2733	17
6	5001	17

prune5.0ms

Filtered

1 candidates to 0 candidates (0.0%)

Pruning

2 alts after pruning (2 fresh and 0 done)

	Kept	Total
New	1	1
Fresh	1	1
Picked	0	0
Done	0	0
Total	2	2

Merged error: 0.0b

Counts

2 → 1

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ NdChar (+ 1.0 (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))))
0.0b	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
0.0b	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
0.0b	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

rewrite82.0ms

Algorithm

rewrite-expression-head

Rules

277×	`*-un-lft-identity`
120×	`times-frac`
88×	`distribute-lft-out`
87×	`add-sqr-sqrt`
71×	`add-cube-cbrt`
49×	`distribute-rgt-neg-in`
48×	`distribute-lft-out--`
31×	`exp-prod`
30×	`associate-/l*`
28×	`distribute-lft-neg-in`
10×	`add-exp-log` `associate-/r*` `add-cbrt-cube`
8×	`difference-of-squares`
7×	`div-sub`
5×	`add-log-exp`
4×	`pow1` `expm1-log1p-u` `neg-mul-1` `log1p-expm1-u` `div-inv` `associate-/l/`
3×	`cbrt-undiv` `neg-sub0` `frac-2neg` `exp-diff` `div-exp` `clear-num`
2×	`associate-+r-` `flip3-+` `unsub-neg` `associate-/r/` `flip-+` `distribute-neg-frac`
1×	`flip3--` `distribute-frac-neg` `flip--` `rem-exp-log`

Counts

4 → 230

Calls

4 calls:

16.0ms	(/ NdChar (+ 1.0 (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))))
15.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
25.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
15.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

series311.0ms

Counts

4 → 12

Calls

4 calls:

136.0ms	(/ NdChar (+ 1.0 (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))))
57.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
55.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
62.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))

simplify66.0ms

Algorithm

egg-herbie

Counts

242 → 242

Iterations

Useful iterations: 2 (45.0ms)

Iter	Nodes	Cost
0	663	2054
1	2351	1938
2	5001	1912

prune792.0ms

Filtered

242 candidates to 141 candidates (58.3%)

Pruning

2 alts after pruning (2 fresh and 0 done)

	Pruned	Kept	Total
New	240	2	242
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	241	2	243

Merged error: 0.0b

Counts

243 → 2

localize25.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
0.0b	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
0.0b	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
0.0b	(expm1 (log1p (exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))))

rewrite67.0ms

Algorithm

rewrite-expression-head

Rules

260×	`*-un-lft-identity`
108×	`times-frac`
84×	`distribute-lft-out`
78×	`add-sqr-sqrt`
62×	`add-cube-cbrt`
49×	`distribute-rgt-neg-in`
48×	`distribute-lft-out--`
31×	`exp-prod`
28×	`distribute-lft-neg-in`
27×	`associate-/l*`
8×	`add-exp-log` `add-cbrt-cube` `difference-of-squares`
7×	`div-sub`
6×	`associate-/r*`
5×	`add-log-exp`
4×	`pow1` `expm1-log1p-u` `neg-mul-1` `log1p-expm1-u` `associate-/l/`
3×	`neg-sub0` `exp-diff` `div-inv`
2×	`cbrt-undiv` `associate-+r-` `frac-2neg` `div-exp` `unsub-neg` `clear-num` `distribute-neg-frac`
1×	`expm1-log1p` `flip3--` `flip3-+` `distribute-frac-neg` `flip--` `flip-+` `rem-exp-log` `expm1-udef`

Counts

4 → 206

Calls

4 calls:

15.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
25.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
15.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
1.0ms	(expm1 (log1p (exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))))

series268.0ms

Counts

4 → 12

Calls

4 calls:

58.0ms	(/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT)
55.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
61.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
93.0ms	(expm1 (log1p (exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))))

simplify54.0ms

Algorithm

egg-herbie

Counts

218 → 218

Iterations

Useful iterations: 2 (36.0ms)

Iter	Nodes	Cost
0	492	1674
1	1811	1581
2	5001	1557

prune771.0ms

Filtered

218 candidates to 125 candidates (57.3%)

Pruning

2 alts after pruning (1 fresh and 1 done)

	Pruned	Kept	Total
New	218	0	218
Fresh	0	1	1
Picked	0	1	1
Done	0	0	0
Total	218	2	220

Merged error: 0.0b

Counts

220 → 2

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
0.0b	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
0.0b	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
2.1b	(- (* (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)) (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))) (* 1.0 (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))))

rewrite279.0ms

Algorithm

rewrite-expression-head

Rules

277×	`*-un-lft-identity`
135×	`times-frac`
111×	`add-sqr-sqrt`
96×	`distribute-lft-out--`
79×	`add-cube-cbrt`
65×	`distribute-rgt-neg-in`
60×	`distribute-frac-neg`
58×	`exp-neg`
56×	`distribute-lft-neg-in`
43×	`div-sub`
41×	`neg-sub0` `exp-diff`
40×	`associate-*r/`
36×	`distribute-lft-out` `associate-/l*`
31×	`exp-prod`
27×	`frac-sub`
20×	`un-div-inv`
16×	`difference-of-squares`
15×	`sub-div`
12×	`frac-times` `associate-*l/`
8×	`add-exp-log` `neg-mul-1` `add-cbrt-cube`
7×	`add-log-exp`
6×	`associate-/r*`
4×	`pow1` `expm1-log1p-u` `log1p-expm1-u` `associate-/l/` `distribute-neg-frac`
3×	`flip3--` `flip--` `div-inv`
2×	`cbrt-undiv` `frac-2neg` `div-exp` `clear-num`
1×	`associate-+r-` `sub-neg` `distribute-rgt-out--` `fma-neg` `diff-log` `unsub-neg` `prod-diff` `rem-exp-log`

Counts

4 → 289

Calls

4 calls:

22.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
22.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
14.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
199.0ms	(- (* (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)) (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))) (* 1.0 (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))))

series329.0ms

Counts

4 → 12

Calls

4 calls:

55.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
60.0ms	(/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)
60.0ms	(exp (/ (+ (+ (+ Ev Vef) EAccept) (- mu)) KbT))
154.0ms	(- (* (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT)) (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))) (* 1.0 (exp (/ (- (- (- (- Ec Vef) EDonor) mu)) KbT))))

simplify79.0ms

Algorithm

egg-herbie

Counts

301 → 301

Iterations

Useful iterations: 2 (43.0ms)

Iter	Nodes	Cost
0	725	3386
1	2204	2942
2	5001	2756

prune1.5s

Filtered

301 candidates to 162 candidates (53.8%)

Pruning

2 alts after pruning (0 fresh and 2 done)

	Pruned	Kept	Total
New	301	0	301
Fresh	0	0	0
Picked	0	1	1
Done	0	1	1
Total	301	2	303

Merged error: 0.0b

Counts

303 → 2

regimes260.0ms

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	19
1	37	19

end0.0ms

sample1.0s

Algorithm

intervals

Results

621.0ms	7999×	body	80	valid
0.0ms	1×	body	1280	valid