Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, G

Time bar (total: 1.9s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze174.0ms (9%)

Memory
7.5MiB live, 63.7MiB 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
0%0%99.9%0.1%0%0%0%3
0%0%99.9%0.1%0%0%0%4
0%0%99.9%0.1%0%0%0%5
0%0%99.9%0.1%0%0%0%6
6.7%6.2%87.4%0.1%0%6.2%0%7
6.7%6.2%87.4%0.1%0%6.2%0%8
20.7%18.7%71.8%0.1%0%9.4%0%9
34.5%29.6%56.2%0.1%0%14%0%10
34.5%29.6%56.2%0.1%0%14%0%11
50.5%42.1%41.3%0.1%0%16.4%0%12
Compiler

Compiled 15 to 12 computations (20% saved)

sample46.0ms (2.4%)

Memory
-4.7MiB live, 11.0MiB allocated
Samples
20.0ms64×1valid
14.0ms196×0valid
2.0ms31×0invalid
Precisions
Click to see histograms. Total time spent on operations: 29.0ms
ival-log: 13.0ms (45.2% of total)
ival-div: 5.0ms (17.4% of total)
ival-exp: 4.0ms (13.9% of total)
ival-add: 3.0ms (10.4% of total)
adjust: 2.0ms (7% of total)
ival-mult: 2.0ms (7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
Bogosity

explain1.5s (75.3%)

Memory
8.1MiB live, 795.0MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
15035(1.2114760980476199e-117 -9.838349845477814e+289 -5.636341850878527e-285)3(3.9547240400223504e-305 1.664994416637063e+144 1.2897902049889413e-168)(log.f64 (/.f64 y (+.f64 z y)))
380-38(3.8161296676237626e+251 2.159136079985108e+235 -8.786548256562298e-109)(*.f64 y (log.f64 (/.f64 y (+.f64 z y))))
00-0-(/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)
00-0-z
00-0-(/.f64 y (+.f64 z y))
00-0-(+.f64 z y)
00-0-(exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y)))))
00-0-(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
00-0-y
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f64(log.f64 (/.f64 y (+.f64 z y)))sensitivity1651
log.f64(log.f64 (/.f64 y (+.f64 z y)))uflow-rescue160
↳(log.f64 (/.f64 y (+.f64 z y)))underflow35
↳(/.f64 y (+.f64 z y))underflow17
Confusion
Predicted +Predicted -
+400
-14175
Precision
0.22099447513812154
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+4000
-141273
Precision?
0.2185792349726776
Recall?
1.0
Freqs
test
numberfreq
075
1181
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
6.8798828125
Average Time
0.026874542236328125
Samples
428.0ms1 632×1valid
163.0ms372×2valid
84.0ms1 068×0valid
Compiler

Compiled 2 268 to 504 computations (77.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 539.0ms
ival-log: 254.0ms (47.1% of total)
ival-div: 73.0ms (13.5% of total)
adjust: 68.0ms (12.6% of total)
ival-add: 55.0ms (10.2% of total)
ival-exp: 51.0ms (9.5% of total)
ival-mult: 35.0ms (6.5% of total)
ival-true: 2.0ms (0.4% of total)
ival-assert: 1.0ms (0.2% of total)

preprocess224.0ms (11.6%)

Memory
-1.2MiB live, 6.3MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
051130
1106104
2224102
3480102
41083102
52262100
63232100
74472100
85310100
96024100
106426100
116651100
126930100
137226100
147480100
157805100
167903100
177905100
187905100
197905100
207973100
01013
01713
12211
22511
32511
02511
Stop Event
1×iter limit
1×saturated
1×iter limit
1×node limit
Calls
Call 1
Inputs
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
Outputs
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
(+.f64 (/.f64 (pow.f64 (/.f64 y (+.f64 z y)) y) y) x)
Compiler

Compiled 13 to 10 computations (23.1% saved)

eval0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated
Compiler

Compiled 0 to 3 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
85.3%
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
Compiler

Compiled 26 to 20 computations (23.1% saved)

simplify23.0ms (1.2%)

Memory
2.7MiB live, 18.5MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01013
11313
Stop Event
1×saturated
Calls
Call 1
Inputs
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
Outputs
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
(+.f64 (/.f64 (exp.f64 (*.f64 (log.f64 (/.f64 y (+.f64 z y))) y)) y) x)

soundness0.0ms (0%)

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

Compiled 13 to 10 computations (23.1% saved)

preprocess10.0ms (0.5%)

Memory
-8.4MiB live, 1.9MiB allocated
Compiler

Compiled 110 to 80 computations (27.3% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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