math.sqrt on complex, real part

Time bar (total: 1.9s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze77.0ms (4%)

Memory
-11.9MiB live, 27.7MiB 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
50%50%50%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
62.5%62.4%37.5%0.1%0%0%0%6
68.8%68.7%31.2%0.1%0%0%0%7
68.8%68.7%31.2%0.1%0%0%0%8
71.9%71.8%28.1%0.1%0%0%0%9
71.9%71.8%28.1%0.1%0%0%0%10
73.4%73.4%26.5%0.1%0%0%0%11
73.4%73.4%26.5%0.1%0%0%0%12
Compiler

Compiled 17 to 11 computations (35.3% saved)

sample30.0ms (1.5%)

Memory
2.7MiB live, 10.2MiB allocated
Samples
12.0ms202×0valid
4.0ms14×3valid
3.0ms19×2valid
3.0ms25×1valid
Precisions
Click to see histograms. Total time spent on operations: 16.0ms
ival-hypot: 7.0ms (43.6% of total)
ival-mult: 4.0ms (24.9% of total)
ival-sqrt: 2.0ms (12.5% of total)
ival-add: 2.0ms (12.5% of total)
adjust: 1.0ms (6.2% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain1.8s (91.8%)

Memory
10.8MiB live, 925.6MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1320-4(8.653823189609602e-160 6.444473138241967e-239)(sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im)))
300-0-(+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re)
180-0-(sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re)))
00-0-(*.f64 #s(literal 1/2 binary64) (sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))))
00-0-(*.f64 re re)
00-0-im
00-0-(+.f64 (*.f64 re re) (*.f64 im im))
00-0-#s(literal 2 binary64)
00-0-(*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))
00-0-re
00-0-#s(literal 1/2 binary64)
00-0-(*.f64 im im)
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
sqrt.f64(sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im)))oflow-rescue1080
(+.f64 (*.f64 re re) (*.f64 im im))overflow108
(*.f64 re re)overflow63
(*.f64 im im)overflow62
+.f64(+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re)cancellation300
sqrt.f64(sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im)))uflow-rescue200
(+.f64 (*.f64 re re) (*.f64 im im))underflow20
(*.f64 re re)underflow63
(*.f64 im im)underflow72
sqrt.f64(sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re)))uflow-rescue180
(+.f64 (*.f64 re re) (*.f64 im im))underflow20
(*.f64 im im)underflow72
(sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re)))underflow9
(*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))underflow27
(*.f64 re re)underflow63
(+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re)underflow27
Confusion
Predicted +Predicted -
+1504
-0102
Precision
1.0
Recall
0.974025974025974
Confusion?
Predicted +Predicted MaybePredicted -
+15004
-00102
Precision?
1.0
Recall?
0.974025974025974
Freqs
test
numberfreq
0106
1124
226
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
33.356689453125
Average Time
0.13029956817626953
Samples
405.0ms4 776×0valid
119.0ms336×3valid
111.0ms432×2valid
105.0ms600×1valid
Compiler

Compiled 2 928 to 624 computations (78.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 514.0ms
ival-mult: 166.0ms (32.3% of total)
ival-hypot: 155.0ms (30.1% of total)
ival-add: 68.0ms (13.2% of total)
adjust: 62.0ms (12.1% of total)
ival-sqrt: 51.0ms (9.9% of total)
exact: 6.0ms (1.2% of total)
ival-true: 5.0ms (1% of total)
ival-assert: 2.0ms (0.4% of total)

preprocess24.0ms (1.3%)

Memory
5.9MiB live, 5.9MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03075
19475
216975
325975
439675
552375
664575
774575
877375
01215
02015
13015
23215
03210
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(*.f64 #s(literal 1/2 binary64) (sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))))
Outputs
(*.f64 #s(literal 1/2 binary64) (sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))))
(*.f64 (sqrt.f64 (*.f64 (+.f64 (hypot.f64 im re) re) #s(literal 2 binary64))) #s(literal 1/2 binary64))
Symmetry

(abs im)

Compiler

Compiled 15 to 12 computations (20% saved)

eval0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune1.0ms (0.1%)

Memory
-7.2MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
44.0%
(*.f64 #s(literal 1/2 binary64) (sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))))
Compiler

Compiled 30 to 24 computations (20% saved)

simplify20.0ms (1%)

Memory
-0.3MiB live, 18.1MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01215
11615
Stop Event
saturated
Calls
Call 1
Inputs
(*.f64 #s(literal 1/2 binary64) (sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))))
Outputs
(*.f64 #s(literal 1/2 binary64) (sqrt.f64 (*.f64 #s(literal 2 binary64) (+.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im))) re))))
(*.f64 (sqrt.f64 (*.f64 (+.f64 (sqrt.f64 (+.f64 (*.f64 im im) (*.f64 re re))) re) #s(literal 2 binary64))) #s(literal 1/2 binary64))

soundness0.0ms (0%)

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

Compiled 15 to 12 computations (20% saved)

preprocess5.0ms (0.3%)

Memory
3.6MiB live, 3.6MiB allocated
Remove

(abs im)

Compiler

Compiled 198 to 138 computations (30.3% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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