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

Time bar (total: 1.6s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze36.0ms (2.3%)

Memory
4.5MiB live, 13.6MiB allocated
Algorithm
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
50%12.5%12.5%0.3%0%74.8%0%6
50%12.5%12.5%0.3%0%74.8%0%7
50%12.5%12.5%0.3%0%74.8%0%8
75%18.7%6.2%0.3%0%74.8%0%9
75%18.7%6.2%0.3%0%74.8%0%10
75%18.7%6.2%0.3%0%74.8%0%11
75%18.7%6.2%0.3%0%74.8%0%12
Compiler

Compiled 20 to 19 computations (5% saved)

sample34.0ms (2.1%)

Memory
-3.3MiB live, 11.8MiB allocated
Samples
23.0ms260×0valid
Precisions
Click to see histograms. Total time spent on operations: 16.0ms
ival-log: 5.0ms (31.5% of total)
ival-mult: 4.0ms (25.2% of total)
ival-div: 2.0ms (12.6% of total)
ival-exp: 2.0ms (12.6% of total)
ival-sub: 2.0ms (12.6% of total)
ival-add: 1.0ms (6.3% 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

explain1.3s (84.2%)

Memory
10.9MiB live, 1 038.0MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
243(-3.9954045867807984e-78 -8.458020974056042e-192 5.162694275108282e+181 -1.5135188802169237e-301 1.2069177608096593e+39 1.3994799489988096e-176)1(5.213430725493256e-10 1.1757422581184708e-54 4.363618249845829e-305 -7.589948245694894e-37 3.01298051901137e-22 9.335051181675812e-78)(exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))
20-0-(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)
00-0-(+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a)))
00-0-a
00-0-t
00-0-#s(literal 1 binary64)
00-0-(log.f64 z)
00-0-(*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b)))
00-0-(*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))
00-0-(log.f64 a)
00-0-y
00-0-(*.f64 y (log.f64 z))
00-0-(-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b)
00-0-z
00-0-(-.f64 t #s(literal 1 binary64))
00-0-b
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
exp.f64(exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))sensitivity262
/.f64(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)u/n20
(*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b)))underflow128
(exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))underflow124
Confusion
Predicted +Predicted -
+162
-10228
Precision
0.6153846153846154
Recall
0.8888888888888888
Confusion?
Predicted +Predicted MaybePredicted -
+1620
-100228
Precision?
0.6428571428571429
Recall?
1.0
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Freqs
test
numberfreq
0230
124
22
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
9.872314453125
Average Time
0.03856372833251953
Samples
315.0ms3 072×0valid
Compiler

Compiled 3 696 to 840 computations (77.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 187.0ms
ival-log: 56.0ms (30% of total)
ival-mult: 51.0ms (27.3% of total)
ival-sub: 25.0ms (13.4% of total)
ival-exp: 20.0ms (10.7% of total)
ival-div: 18.0ms (9.6% of total)
ival-add: 11.0ms (5.9% of total)
ival-true: 2.0ms (1.1% of total)
exact: 2.0ms (1.1% of total)
adjust: 1.0ms (0.5% of total)
ival-assert: 1.0ms (0.5% of total)

preprocess150.0ms (9.5%)

Memory
-0.1MiB live, 31.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0161506
1432498
21166442
34932442
01718
02718
14518
27816
319216
449816
5130516
6258216
7381216
8445516
9635516
0812016
Stop Event
iter limit
node limit
iter limit
node limit
Calls
Call 1
Inputs
(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)
Outputs
(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)
(*.f64 (*.f64 (/.f64 (/.f64 x a) y) (pow.f64 z y)) (/.f64 (pow.f64 a t) (exp.f64 b)))
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%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.6%
(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)
Compiler

Compiled 36 to 34 computations (5.6% saved)

simplify20.0ms (1.3%)

Memory
-5.1MiB live, 18.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01718
12818
23518
34118
44918
56018
Stop Event
saturated
Calls
Call 1
Inputs
(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)
Outputs
(/.f64 (*.f64 x (exp.f64 (-.f64 (+.f64 (*.f64 y (log.f64 z)) (*.f64 (-.f64 t #s(literal 1 binary64)) (log.f64 a))) b))) y)
(/.f64 (*.f64 (exp.f64 (-.f64 (+.f64 (*.f64 (log.f64 a) (-.f64 t #s(literal 1 binary64))) (*.f64 (log.f64 z) y)) b)) x) y)

soundness0.0ms (0%)

Memory
0.3MiB live, 0.3MiB allocated
Stop Event
fuel
Compiler

Compiled 18 to 17 computations (5.6% saved)

preprocess9.0ms (0.6%)

Memory
5.5MiB live, 5.5MiB allocated
Remove

(negabs x)

Compiler

Compiled 266 to 192 computations (27.8% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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