Statistics.Distribution.Beta:$centropy from math-functions-0.1.5.2

Time bar (total: 1.7s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.7%0.3%0%0%0%0
100%99.7%0%0.3%0%0%0%1
Compiler

Compiled 23 to 20 computations (13% saved)

sample29.0ms (1.7%)

Memory
3.1MiB live, 11.8MiB allocated
Samples
19.0ms259×0valid
0.0ms1valid
Precisions
Click to see histograms. Total time spent on operations: 12.0ms
ival-sub: 5.0ms (41.7% of total)
ival-mult: 4.0ms (33.3% of total)
ival-add: 2.0ms (16.7% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain1.4s (84.7%)

Memory
9.0MiB live, 1 201.4MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
40-0-(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))
20-0-(-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a))
00-0-a
00-0-(*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b)
00-0-(-.f64 y #s(literal 1 binary64))
00-0-#s(literal 1 binary64)
00-0-t
00-0-(+.f64 y t)
00-0-y
00-0-(*.f64 (-.f64 t #s(literal 1 binary64)) a)
00-0-(-.f64 (+.f64 y t) #s(literal 2 binary64))
00-0-(-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z))
00-0-(*.f64 (-.f64 y #s(literal 1 binary64)) z)
00-0-z
00-0-#s(literal 2 binary64)
00-0-b
00-0-(-.f64 t #s(literal 1 binary64))
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
+.f64(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))nan-rescue40
(*.f64 (-.f64 t #s(literal 1 binary64)) a)overflow29
(-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z))overflow31
(*.f64 (-.f64 y #s(literal 1 binary64)) z)overflow31
(-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a))overflow57
(*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b)overflow53
-.f64(-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a))nan-rescue20
(-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z))overflow31
(*.f64 (-.f64 y #s(literal 1 binary64)) z)overflow31
(*.f64 (-.f64 t #s(literal 1 binary64)) a)overflow29
Confusion
Predicted +Predicted -
+60
-0250
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+600
-00250
Precision?
1.0
Recall?
1.0
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Freqs
test
numberfreq
0250
16
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
12.97998046875
Average Time
0.05070304870605469
Samples
272.0ms3 060×0valid
3.0ms12×1valid
Compiler

Compiled 3 156 to 888 computations (71.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 145.0ms
ival-sub: 62.0ms (42.9% of total)
ival-mult: 51.0ms (35.3% of total)
ival-add: 24.0ms (16.6% of total)
exact: 3.0ms (2.1% of total)
adjust: 2.0ms (1.4% of total)
ival-true: 2.0ms (1.4% of total)
ival-assert: 1.0ms (0.7% of total)

preprocess205.0ms (12.2%)

Memory
-4.9MiB live, 44.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0148587
1518578
21754567
01821
02821
15821
214821
356121
4194321
5471121
6615321
7713821
8739621
9766521
10772721
0839718
Stop Event
iter limit
node limit
iter limit
node limit
Calls
Call 1
Inputs
(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))
Outputs
(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))
(fma.f64 (-.f64 #s(literal 1 binary64) y) z (fma.f64 (-.f64 #s(literal 1 binary64) t) a (fma.f64 b (-.f64 (+.f64 t y) #s(literal 2 binary64)) x)))
Compiler

Compiled 21 to 18 computations (14.3% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 6 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
97.6%
(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))
Compiler

Compiled 42 to 36 computations (14.3% saved)

simplify21.0ms (1.2%)

Memory
2.5MiB live, 18.3MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01821
14121
27421
312221
416621
522821
623821
Stop Event
saturated
Calls
Call 1
Inputs
(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))
Outputs
(+.f64 (-.f64 (-.f64 x (*.f64 (-.f64 y #s(literal 1 binary64)) z)) (*.f64 (-.f64 t #s(literal 1 binary64)) a)) (*.f64 (-.f64 (+.f64 y t) #s(literal 2 binary64)) b))
(+.f64 (*.f64 b (-.f64 (+.f64 t y) #s(literal 2 binary64))) (-.f64 (-.f64 x (*.f64 z (-.f64 y #s(literal 1 binary64)))) (*.f64 a (-.f64 t #s(literal 1 binary64)))))

soundness0.0ms (0%)

Memory
0.2MiB live, 0.2MiB allocated
Stop Event
fuel
Compiler

Compiled 21 to 18 computations (14.3% saved)

preprocess1.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Compiler

Compiled 84 to 72 computations (14.3% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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