symmetry log of sum of exp

Time bar (total: 5.9s)

start0.0ms (0%)

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

analyze187.0ms (3.2%)

Memory
36.3MiB live, 131.5MiB allocated; 10ms 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)

sample5.5s (92.1%)

Memory
75.1MiB live, 4 308.0MiB allocated; 525ms collecting garbage
Samples
2.6s7 562×5exit
882.0ms1 552×2valid
549.0ms2 349×1valid
322.0ms4 355×0valid
Precisions
Click to see histograms. Total time spent on operations: 3.3s
ival-log: 1.2s (35.6% of total)
ival-exp: 980.0ms (29.6% of total)
adjust: 855.0ms (25.8% of total)
ival-add: 291.0ms (8.8% of total)
ival-assert: 8.0ms (0.2% of total)
Bogosity

explain196.0ms (3.3%)

Memory
13.1MiB live, 161.8MiB allocated; 19ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1210-0-(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)))sensitivity1140
log.f64(log.f64 (+.f64 (exp.f64 a) (exp.f64 b)))oflow-rescue60
(+.f64 (exp.f64 a) (exp.f64 b))overflow6
(exp.f64 a)overflow4
(exp.f64 b)overflow2
log.f64(log.f64 (+.f64 (exp.f64 a) (exp.f64 b)))uflow-rescue10
(+.f64 (exp.f64 a) (exp.f64 b))underflow1
(exp.f64 a)underflow55
(exp.f64 b)underflow63
Confusion
Predicted +Predicted -
+1210
-0135
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+12100
-00135
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
0135
1121
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
83.0ms90×2valid
45.0ms136×1valid
17.0ms286×0valid
Compiler

Compiled 44 to 22 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 127.0ms
ival-add: 42.0ms (33% of total)
ival-exp: 42.0ms (33% of total)
ival-log: 36.0ms (28.3% of total)
adjust: 7.0ms (5.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

preprocess88.0ms (1.5%)

Memory
6.4MiB live, 51.3MiB allocated; 12ms collecting garbage
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01842
13742
29442
335842
4177342
5696742
066
0106
1176
2406
31126
45156
551796
083046
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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