Details

Time bar (total: 21.3s)

sample44.0ms

Algorithm
intervals
Results
22.0ms256×body80valid

simplify6.3s

Counts
1 → 1
Iterations

Useful iterations: 4 (96.0ms)

IterNodesCost
02731
14930
211730
327530
449329
590729
6153229
7256829
8344529
9435529
10470429
done470429

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.0b

localize21.0ms

Local error

Found 4 expressions with local error:

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

rewrite638.0ms

Algorithm
rewrite-expression-head
Rules
119×*-un-lft-identity
51×times-frac
45×add-sqr-sqrt
37×add-cube-cbrt
29×distribute-lft-out
24×distribute-lft-out--
16×associate-/l*
10×add-exp-log associate-/r* add-cbrt-cube
add-log-exp
pow1 expm1-log1p-u log1p-expm1-u associate-/l/ difference-of-squares
cbrt-undiv fma-def frac-2neg flip3-+ div-exp clear-num flip-+ div-inv
div-sub associate-/r/
+-commutative associate-+r- flip3-- sum-log flip--
Counts
4 → 144
Calls
4 calls:
106.0ms
(+ 1.0 (exp (/ (- (+ (+ Ev Vef) EAccept) mu) KbT)))
293.0ms
(/ NdChar (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0))
65.0ms
(/ (+ mu (- EDonor (- Ec Vef))) KbT)
168.0ms
(/ (- (+ (+ Ev Vef) EAccept) mu) KbT)

series295.0ms

Counts
4 → 12
Calls
4 calls:
61.0ms
(+ 1.0 (exp (/ (- (+ (+ Ev Vef) EAccept) mu) KbT)))
127.0ms
(/ NdChar (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0))
54.0ms
(/ (+ mu (- EDonor (- Ec Vef))) KbT)
52.0ms
(/ (- (+ (+ Ev Vef) EAccept) mu) KbT)

simplify768.0ms

Counts
156 → 156
Iterations

Useful iterations: done (759.0ms)

IterNodesCost
02442559
15742477
215202307
done50002289

prune611.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (+ mu (- EDonor (- Ec Vef))) KbT)
0.0b
(/ (- (+ (+ Ev Vef) EAccept) mu) KbT)
0.1b
(/ (/ NdChar (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0))) (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
0.1b
(/ NdChar (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

rewrite1.3s

Algorithm
rewrite-expression-head
Rules
417×times-frac
395×*-un-lft-identity
224×sqrt-prod
219×add-sqr-sqrt
211×add-cube-cbrt
80×distribute-lft-out
43×associate-/l*
24×distribute-lft-out--
20×sqrt-div associate-/r* associate-/r/
15×add-exp-log add-cbrt-cube
12×div-inv
11×flip3-+ flip-+
cbrt-undiv div-exp
associate-/l/
pow1 expm1-log1p-u frac-2neg clear-num log1p-expm1-u add-log-exp difference-of-squares
div-sub
associate-+r- flip3-- flip--
Counts
4 → 381
Calls
4 calls:
63.0ms
(/ (+ mu (- EDonor (- Ec Vef))) KbT)
160.0ms
(/ (- (+ (+ Ev Vef) EAccept) mu) KbT)
745.0ms
(/ (/ NdChar (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0))) (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
296.0ms
(/ NdChar (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

series408.0ms

Counts
4 → 12
Calls
4 calls:
54.0ms
(/ (+ mu (- EDonor (- Ec Vef))) KbT)
52.0ms
(/ (- (+ (+ Ev Vef) EAccept) mu) KbT)
132.0ms
(/ (/ NdChar (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0))) (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
170.0ms
(/ NdChar (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

simplify1.0s

Counts
393 → 393
Iterations

Useful iterations: done (985.0ms)

IterNodesCost
045816250
1106914194
2264613180
done500013178

prune1.2s

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.2b
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
0.2b
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
0.2b
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
0.2b
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

rewrite958.0ms

Algorithm
rewrite-expression-head
Rules
32×sqrt-prod
20×*-un-lft-identity
16×add-sqr-sqrt
14×cbrt-prod
12×add-cube-cbrt sqrt-div
pow1 sqrt-pow1
add-exp-log expm1-log1p-u rem-sqrt-square cbrt-div flip3-+ pow1/2 add-cbrt-cube flip-+ log1p-expm1-u distribute-lft-out add-log-exp
pow1/3
Counts
4 → 86
Calls
4 calls:
148.0ms
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
150.0ms
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
353.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
303.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

series886.0ms

Counts
4 → 12
Calls
4 calls:
222.0ms
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
224.0ms
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
217.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
222.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

simplify959.0ms

Counts
98 → 98
Iterations

Useful iterations: 3 (254.0ms)

IterNodesCost
01172290
12542100
26671920
320971850
done50001850

prune587.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.2b
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
0.2b
(pow (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)) 1/3)
0.2b
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
0.2b
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

rewrite1.1s

Algorithm
rewrite-expression-head
Rules
32×sqrt-prod
21×*-un-lft-identity
17×add-sqr-sqrt
13×add-cube-cbrt
10×pow1 sqrt-div
sqrt-pow1
cbrt-prod unpow-prod-down
add-exp-log pow1/2
expm1-log1p-u rem-sqrt-square add-cbrt-cube log1p-expm1-u distribute-lft-out add-log-exp
pow-unpow pow-pow flip3-+ flip-+
cbrt-div
pow-to-exp unpow1/3 pow1/3 pow-exp sqrt-pow2 sqr-pow
Counts
4 → 94
Calls
4 calls:
151.0ms
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
299.0ms
(pow (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)) 1/3)
299.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
300.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

series971.0ms

Counts
4 → 12
Calls
4 calls:
219.0ms
(cbrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
305.0ms
(pow (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)) 1/3)
222.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))
225.0ms
(sqrt (sqrt (+ (exp (/ (+ mu (- EDonor (- Ec Vef))) KbT)) 1.0)))

simplify1.1s

Counts
106 → 106
Iterations

Useful iterations: 3 (405.0ms)

IterNodesCost
01662390
13832091
210391889
332151813
done50011813

prune650.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

regimes321.0ms

Accuracy

0% (0.0b remaining)

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

bsearch0.0ms

simplify2.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02529
13129
done3129

end0.0ms

sample1.0s

Algorithm
intervals
Results
602.0ms8000×body80valid
1.0msbody10240exit