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

Time bar (total: 8.8s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze176.0ms (2%)

Memory
0.4MiB live, 63.3MiB 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)

sample45.0ms (0.5%)

Memory
-5.1MiB live, 11.1MiB allocated
Samples
18.0ms69×1valid
14.0ms191×0valid
3.0ms36×0invalid
0.0ms1×1exit
Precisions
Click to see histograms. Total time spent on operations: 27.0ms
ival-log: 12.0ms (45% of total)
ival-div: 5.0ms (18.7% of total)
ival-exp: 3.0ms (11.2% of total)
ival-add: 3.0ms (11.2% of total)
ival-mult: 2.0ms (7.5% of total)
adjust: 1.0ms (3.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
Bogosity

explain8.3s (94.6%)

Memory
48.5MiB live, 3 147.9MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
15838(-3.2767691003366974e-290 3.3023136890969553e+194 7.999468979804727e-264)2(5.153583221794649e-288 4.5073944423376027e-32 9.237612512466467e+284)(log.f64 (/.f64 y (+.f64 z y)))
430-5(-8.411079806882422e+70 -2.5967169300117473e+250 -3.4847113628873915e-66)(*.f64 y (log.f64 (/.f64 y (+.f64 z y))))
10-0-(/.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)))sensitivity1790
log.f64(log.f64 (/.f64 y (+.f64 z y)))uflow-rescue140
↳(log.f64 (/.f64 y (+.f64 z y)))underflow38
↳(/.f64 y (+.f64 z y))underflow15
*.f64(*.f64 y (log.f64 (/.f64 y (+.f64 z y))))n*u100
/.f64(/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)o/n10
↳(exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y)))))overflow35
Confusion
Predicted +Predicted -
+391
-15462
Precision
0.20207253886010362
Recall
0.975
Confusion?
Predicted +Predicted MaybePredicted -
+3901
-154062
Precision?
0.20207253886010362
Recall?
0.975
Freqs
test
numberfreq
063
1182
211
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
55.559326171875
Average Time
0.21702861785888672
Samples
3.4s13 500×1valid
826.0ms1 890×2valid
629.0ms7 650×0valid
Compiler

Compiled 8 595 to 1 980 computations (77% saved)

Precisions
Click to see histograms. Total time spent on operations: 3.8s
ival-log: 1.9s (50.4% of total)
ival-div: 558.0ms (14.7% of total)
ival-add: 399.0ms (10.5% of total)
ival-exp: 325.0ms (8.5% of total)
adjust: 316.0ms (8.3% of total)
ival-mult: 255.0ms (6.7% of total)
ival-true: 21.0ms (0.6% of total)
ival-assert: 9.0ms (0.2% of total)

preprocess229.0ms (2.6%)

Memory
-1.3MiB 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
85.4%
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y))
Compiler

Compiled 26 to 20 computations (23.1% saved)

simplify20.0ms (0.2%)

Memory
0.8MiB live, 18.4MiB 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)

preprocess3.0ms (0%)

Memory
2.0MiB live, 2.0MiB 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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