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

Time bar (total: 2.2s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze176.0ms (8%)

Memory
2.8MiB live, 228.8MiB allocated; 44ms collecting garbage
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
3.2%3.1%93.7%0.1%0%3.1%0%6
15.8%14%74.9%0.1%0%10.9%0%7
22.1%19.5%68.7%0.1%0%11.7%0%8
31.8%26.9%57.8%0.1%0%15.2%0%9
36.3%30.6%53.9%0.1%0%15.4%0%10
42%34.8%48%0.1%0%17.1%0%11
44.6%36.9%45.9%0.1%0%17.1%0%12
Compiler

Compiled 14 to 11 computations (21.4% saved)

sample1.7s (78.6%)

Memory
4.0MiB live, 2 042.4MiB allocated; 335ms collecting garbage
Samples
501.0ms2 421×1valid
429.0ms5 835×0valid
200.0ms1 140×1invalid
137.0ms1 541×0invalid
Precisions
Click to see histograms. Total time spent on operations: 902.0ms
ival-sub: 341.0ms (37.8% of total)
ival-log: 260.0ms (28.8% of total)
adjust: 176.0ms (19.5% of total)
ival-div: 111.0ms (12.3% of total)
exact: 10.0ms (1.1% of total)
ival-assert: 4.0ms (0.4% of total)
Bogosity

explain173.0ms (7.9%)

Memory
-11.7MiB live, 228.9MiB allocated; 25ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1020-1(4.5940311452067304e-299 0.014313996267404889)(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))
830-0-(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
00-0-(-.f64 #s(literal 1 binary64) y)
00-0-#s(literal 1 binary64)
00-0-(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
00-0-(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
00-0-y
00-0-(-.f64 x y)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f64(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))sensitivity1011
-.f64(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))cancellation830
Confusion
Predicted +Predicted -
+830
-10172
Precision
0.45108695652173914
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+8300
-101171
Precision?
0.4486486486486487
Recall?
1.0
Freqs
test
numberfreq
072
1184
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
67.0ms338×1valid
12.0ms24×2valid
11.0ms150×0valid
Compiler

Compiled 110 to 31 computations (71.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 67.0ms
ival-log: 25.0ms (37.3% of total)
adjust: 18.0ms (26.8% of total)
ival-sub: 17.0ms (25.3% of total)
ival-div: 6.0ms (8.9% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess121.0ms (5.5%)

Memory
-7.4MiB live, 83.2MiB allocated; 8ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03380
14880
26280
310880
427276
5132072
6365272
01318
01818
12018
22318
33118
45718
519418
6143718
7439418
0806518
Stop Event
1×saturated
1×node limit
1×iter limit
1×node limit

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Profiling

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