symmetry log of sum of exp

Time bar (total: 5.6s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

analyze134.0ms (2.4%)

Memory
39.0MiB live, 177.3MiB allocated; 7ms collecting garbage
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.9%0.1%0%0%0%0
0%0%99.9%0.1%0%0%0%1
0%0%99.9%0.1%0%0%0%2
0%0%99.9%0.1%0%0%0%3
25%25%74.9%0.1%0%0%0%4
50%50%50%0.1%0%0%0%5
50%50%50%0.1%0%0%0%6
50%50%50%0.1%0%0%0%7
50%50%50%0.1%0%0%0%8
50%50%50%0.1%0%0%0%9
50%50%50%0.1%0%0%0%10
50%50%50%0.1%0%0%0%11
50%50%50%0.1%0%0%0%12
Compiler

Compiled 8 to 8 computations (0% saved)

sample5.2s (93%)

Memory
111.1MiB live, 5 211.3MiB allocated; 1.2s collecting garbage
Samples
2.7s7 684×5exit
813.0ms1 629×2valid
461.0ms2 257×1valid
267.0ms4 370×0valid
Precisions
Click to see histograms. Total time spent on operations: 3.4s
ival-log: 1.4s (40.4% of total)
ival-exp: 896.0ms (26.1% of total)
adjust: 854.0ms (24.9% of total)
ival-add: 291.0ms (8.5% of total)
ival-assert: 7.0ms (0.2% of total)
Bogosity

explain144.0ms (2.6%)

Memory
14.1MiB live, 152.8MiB allocated; 7ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1260-0-(log.f64 (+.f64 (exp.f64 a) (exp.f64 b)))
00-0-(+.f64 (exp.f64 a) (exp.f64 b))
00-0-a
00-0-(exp.f64 b)
00-0-b
00-0-(exp.f64 a)
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f64(log.f64 (+.f64 (exp.f64 a) (exp.f64 b)))sensitivity1210
log.f64(log.f64 (+.f64 (exp.f64 a) (exp.f64 b)))oflow-rescue50
(+.f64 (exp.f64 a) (exp.f64 b))overflow5
(exp.f64 a)overflow2
(exp.f64 b)overflow3
Confusion
Predicted +Predicted -
+1260
-0130
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+12600
-00130
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
0130
1126
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
47.0ms88×2valid
31.0ms152×1valid
18.0ms272×0valid
Compiler

Compiled 44 to 22 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 77.0ms
ival-log: 37.0ms (48.2% of total)
ival-exp: 28.0ms (36.5% of total)
adjust: 7.0ms (9.1% of total)
ival-add: 4.0ms (5.2% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

preprocess116.0ms (2.1%)

Memory
-19.4MiB live, 75.9MiB allocated; 10ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01842
13742
29442
335842
4177342
5696742
066
0156
1226
2376
3836
43306
532046
677996
080166
Stop Event
iter limit
node limit
iter limit
node limit

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Profiling

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