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

Time bar (total: 738.0ms)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze102.0ms (13.8%)

Memory
3.9MiB live, 11.9MiB allocated
Algorithm
1×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
25%25%74.9%0.1%0%0%0%3
37.5%37.5%62.4%0.1%0%0%0%4
56.3%56.2%43.7%0.1%0%0%0%5
62.5%62.4%37.5%0.1%0%0%0%6
71.9%71.8%28.1%0.1%0%0%0%7
76.6%76.5%23.4%0.1%0%0%0%8
83.6%83.5%16.4%0.1%0%0%0%9
87.1%87%12.9%0.1%0%0%0%10
91.2%91.1%8.8%0.1%0%0%0%11
93.3%93.2%6.7%0.1%0%0%0%12
Compiler

Compiled 19 to 11 computations (42.1% saved)

sample20.0ms (2.7%)

Memory
-1.1MiB live, 7.8MiB allocated
Samples
13.0ms260×0valid
Precisions
Click to see histograms. Total time spent on operations: 8.0ms
ival-mult: 5.0ms (59.4% of total)
ival-add: 2.0ms (23.8% of total)
ival-div: 1.0ms (11.9% of total)
ival-true: 0.0ms (0% of total)
adjust: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
Bogosity

explain278.0ms (37.7%)

Memory
5.5MiB live, 112.9MiB allocated
Confusion
Predicted +Predicted -
+2669
-10160
Precision
0.2047244094488189
Recall
0.2736842105263158
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Samples
161.0ms3 072×0valid
Compiler

Compiled 636 to 348 computations (45.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 99.0ms
ival-mult: 52.0ms (52.4% of total)
ival-add: 25.0ms (25.2% of total)
ival-div: 17.0ms (17.1% of total)
ival-true: 2.0ms (2% of total)
exact: 2.0ms (2% of total)
adjust: 1.0ms (1% of total)
ival-assert: 1.0ms (1% of total)

preprocess315.0ms (42.6%)

Memory
8.7MiB live, 74.6MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02597
112987
271885
3421785
0917
01517
14417
216817
354417
4228617
5308717
6346217
7354817
8357717
9361717
10769217
11781417
12783317
13783417
14783417
15784917
16784917
17784917
0941516
Stop Event
1×iter limit
1×node limit
1×iter limit
1×node limit
Calls
Call 1
Inputs
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))))
Outputs
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))))
(/.f64 (*.f64 y x) (fma.f64 (+.f64 y x) (+.f64 y x) (pow.f64 (+.f64 y x) #s(literal 3 binary64))))
Symmetry

(sort x y)

Compiler

Compiled 17 to 9 computations (47.1% saved)

eval0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune1.0ms (0.1%)

Memory
0.4MiB live, 0.4MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
64.9%
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))))
Compiler

Compiled 34 to 18 computations (47.1% saved)

simplify19.0ms (2.6%)

Memory
-5.6MiB live, 18.5MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0917
11617
Stop Event
1×saturated
Calls
Call 1
Inputs
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))))
Outputs
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))))
(/.f64 (*.f64 y x) (*.f64 (+.f64 #s(literal 1 binary64) (+.f64 y x)) (*.f64 (+.f64 y x) (+.f64 y x))))

soundness0.0ms (0%)

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

Compiled 17 to 9 computations (47.1% saved)

preprocess3.0ms (0.4%)

Memory
2.4MiB live, 2.4MiB allocated
Remove

(sort x y)

Compiler

Compiled 174 to 94 computations (46% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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