Numeric.SpecFunctions:incompleteBetaApprox from math-functions-0.1.5.2, B

Time bar (total: 1.0s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze130.0ms (12.6%)

Memory
5.1MiB live, 53.5MiB allocated
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.7%0.3%0%0%0%0
0%0%99.7%0.3%0%0%0%1
0%0%99.7%0.3%0%0%0%2
0%0%99.7%0.3%0%0%0%3
0%0%49.9%0.3%0%49.9%0%4
0%0%49.9%0.3%0%49.9%0%5
0%0%49.9%0.3%0%49.9%0%6
0%0%49.9%0.3%0%49.9%0%7
0%0%49.9%0.3%0%49.9%0%8
0%0%49.9%0.3%0%49.9%0%9
0%0%24.9%0.3%0%74.8%0%10
0%0%24.9%0.3%0%74.8%0%11
0%0%24.9%0.3%0%74.8%0%12
Compiler

Compiled 20 to 19 computations (5% saved)

sample42.0ms (4%)

Memory
-3.5MiB live, 12.6MiB allocated
Samples
22.0ms240×0valid
8.0ms20×1valid
Precisions
Click to see histograms. Total time spent on operations: 23.0ms
ival-log: 10.0ms (43.9% of total)
ival-sub: 4.0ms (17.6% of total)
ival-mult: 4.0ms (17.6% of total)
ival-exp: 2.0ms (8.8% of total)
adjust: 1.0ms (4.4% of total)
ival-add: 1.0ms (4.4% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain570.0ms (55.2%)

Memory
9.4MiB live, 195.5MiB allocated
Confusion
Predicted +Predicted -
+63
-68179
Precision
0.08108108108108109
Recall
0.6666666666666666
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Samples
272.0ms2 832×0valid
101.0ms240×1valid
Compiler

Compiled 672 to 636 computations (5.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 272.0ms
ival-log: 123.0ms (45.2% of total)
ival-mult: 54.0ms (19.9% of total)
ival-sub: 43.0ms (15.8% of total)
ival-exp: 20.0ms (7.4% of total)
adjust: 13.0ms (4.8% of total)
ival-add: 13.0ms (4.8% of total)
ival-true: 2.0ms (0.7% of total)
exact: 2.0ms (0.7% of total)
ival-assert: 1.0ms (0.4% of total)

preprocess260.0ms (25.2%)

Memory
-2.7MiB live, 19.5MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0159506
1370494
2924494
33269467
47761467
01718
02718
14218
27718
316517
433217
568117
6147617
7240817
8363917
9421817
10446117
11468817
12473517
13484417
14493517
15498317
16498717
17499317
18499517
19499517
20499517
0499516
Stop Event
1×iter limit
1×saturated
1×iter limit
1×node limit
Calls
Call 1
Inputs
(*.f64 x (exp.f64 (+.f64 (*.f64 y (-.f64 (log.f64 z) t)) (*.f64 a (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) z)) b)))))
Outputs
(*.f64 x (exp.f64 (+.f64 (*.f64 y (-.f64 (log.f64 z) t)) (*.f64 a (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) z)) b)))))
(*.f64 (exp.f64 (fma.f64 (-.f64 (log1p.f64 (neg.f64 z)) b) a (*.f64 (-.f64 (log.f64 z) t) y))) x)
Symmetry

(negabs x)

Compiler

Compiled 18 to 17 computations (5.6% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 6 computations (-∞% saved)

prune1.0ms (0.1%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
96.8%
(*.f64 x (exp.f64 (+.f64 (*.f64 y (-.f64 (log.f64 z) t)) (*.f64 a (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) z)) b)))))
Compiler

Compiled 36 to 34 computations (5.6% saved)

simplify25.0ms (2.4%)

Memory
0.3MiB live, 18.6MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01718
13018
24018
34618
44918
Stop Event
1×saturated
Calls
Call 1
Inputs
(*.f64 x (exp.f64 (+.f64 (*.f64 y (-.f64 (log.f64 z) t)) (*.f64 a (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) z)) b)))))
Outputs
(*.f64 x (exp.f64 (+.f64 (*.f64 y (-.f64 (log.f64 z) t)) (*.f64 a (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) z)) b)))))
(*.f64 (exp.f64 (+.f64 (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) z)) b) a) (*.f64 (-.f64 (log.f64 z) t) y))) x)

soundness0.0ms (0%)

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

Compiled 18 to 17 computations (5.6% saved)

preprocess5.0ms (0.5%)

Memory
2.4MiB live, 2.4MiB allocated
Remove

(negabs x)

Compiler

Compiled 144 to 136 computations (5.6% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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