expax (section 3.5)

Time bar (total: 679.0ms)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze21.0ms (3%)

Memory
-29.4MiB live, 15.0MiB allocated
Algorithm
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
50%50%50%0.1%0%0%0%3
50%50%50%0.1%0%0%0%4
62.5%62.4%37.5%0.1%0%0%0%5
66.7%62.4%31.2%0.1%0%6.2%0%6
75.9%68.7%21.9%0.1%0%9.4%0%7
80%68.7%17.2%0.1%0%14%0%8
86%71.8%11.7%0.1%0%16.4%0%9
88.9%71.8%9%0.1%0%19.1%0%10
92.4%73.4%6%0.1%0%20.5%0%11
94.1%73.4%4.6%0.1%0%22%0%12
Compiler

Compiled 12 to 7 computations (41.7% saved)

sample582.0ms (85.7%)

Memory
6.6MiB live, 527.5MiB allocated
Samples
346.0ms8 256×0valid
15.0ms312×0invalid
Precisions
Click to see histograms. Total time spent on operations: 167.0ms
ival-mult: 79.0ms (47.2% of total)
ival-expm1: 57.0ms (34.1% of total)
ival->: 21.0ms (12.6% of total)
exact: 7.0ms (4.2% of total)
ival-assert: 3.0ms (1.8% of total)
Bogosity

explain65.0ms (9.6%)

Memory
26.5MiB live, 65.3MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1491(1.4203679858666826e-261 -7.361002990439471e-63)0-(-.f64 (exp.f64 (*.f64 a x)) #s(literal 1 binary64))
10-0-(exp.f64 (*.f64 a x))
00-0-a
00-0-#s(literal 1 binary64)
00-0-(*.f64 a x)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
-.f64(-.f64 (exp.f64 (*.f64 a x)) #s(literal 1 binary64))cancellation1500
exp.f64(exp.f64 (*.f64 a x))sensitivity11
Confusion
Predicted +Predicted -
+1490
-2105
Precision
0.9867549668874173
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+14900
-21104
Precision?
0.9802631578947368
Recall?
1.0
Freqs
test
numberfreq
0105
1151
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
24.0ms512×0valid
Compiler

Compiled 42 to 22 computations (47.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 12.0ms
ival-exp: 4.0ms (34.7% of total)
ival-mult: 4.0ms (34.7% of total)
ival-expm1: 3.0ms (26% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess11.0ms (1.7%)

Memory
-30.2MiB live, 8.3MiB allocated

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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