2-ancestry mixing, positive discriminant

Time bar (total: 15.2s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze151.0ms (1%)

Memory
-0.6MiB live, 56.1MiB 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
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
15.4%12.5%68.6%0.1%0%18.7%0%6
23.1%18.7%62.4%0.1%0%18.7%0%7
24%18.7%59.3%0.1%0%21.8%0%8
41.9%28.1%39%0.1%0%32.8%0%9
48.8%32.8%34.3%0.1%0%32.8%0%10
50.6%32.8%32%0.1%0%35.1%0%11
64.9%38.2%20.7%0.1%0%41%0%12
Compiler

Compiled 39 to 21 computations (46.2% saved)

sample65.0ms (0.4%)

Memory
-0.2MiB live, 22.8MiB allocated
Samples
46.0ms251×1valid
4.0ms44×0invalid
1.0ms0valid
Precisions
Click to see histograms. Total time spent on operations: 42.0ms
ival-mult: 10.0ms (23.9% of total)
adjust: 7.0ms (16.8% of total)
ival-sub: 5.0ms (12% of total)
ival-sqrt: 5.0ms (12% of total)
ival-cbrt: 5.0ms (12% of total)
ival-div: 4.0ms (9.6% of total)
ival-add: 4.0ms (9.6% of total)
ival-neg: 1.0ms (2.4% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain14.7s (96.9%)

Memory
-58.0MiB live, 7 055.2MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1250-2(-2.9646467676961336e-158 -5.397544145631373e-285 1.12421475060623e-11)(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))
980-1(3.3905546168431406e-120 -2.23252238561053e-295 4.587865977882468e-148)(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))
971(-1.0964515841847545e+256 2.7738858472440206e-269 -9.119384994921248e+173)3(-3.404472640866856e-63 1.8970911418830376e-85 -1.276214900216723e+203)(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))
740-0-(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
690-0-(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
220-0-(-.f64 (*.f64 g g) (*.f64 h h))
180-0-(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))
91(3.3905546168431406e-120 -2.23252238561053e-295 4.587865977882468e-148)0-(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))
00-0-(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a))
00-0-a
00-0-#s(literal 1 binary64)
00-0-(*.f64 #s(literal 2 binary64) a)
00-0-(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))) (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))))
00-0-(*.f64 h h)
00-0-(*.f64 g g)
00-0-(neg.f64 g)
00-0-#s(literal 2 binary64)
00-0-g
00-0-h
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
sqrt.f64(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))oflow-rescue1090
(-.f64 (*.f64 g g) (*.f64 h h))overflow109
(*.f64 g g)overflow109
(*.f64 h h)overflow22
cbrt.f64(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))oflow-rescue320
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))overflow32
(-.f64 (*.f64 g g) (*.f64 h h))overflow109
(*.f64 g g)overflow109
(*.f64 h h)overflow22
cbrt.f64(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))oflow-rescue280
(-.f64 (*.f64 g g) (*.f64 h h))overflow109
(*.f64 g g)overflow109
(*.f64 h h)overflow22
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))overflow28
-.f64(-.f64 (*.f64 g g) (*.f64 h h))nan-rescue220
(*.f64 g g)overflow109
(*.f64 h h)overflow22
-.f64(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation210
+.f64(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation200
cbrt.f64(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))uflow-rescue130
(-.f64 (*.f64 g g) (*.f64 h h))underflow14
(*.f64 h h)underflow104
(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))underflow1
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))underflow68
(*.f64 g g)underflow14
(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow59
cbrt.f64(cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))))uflow-rescue100
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))underflow65
(-.f64 (*.f64 g g) (*.f64 h h))underflow14
(*.f64 g g)underflow14
(*.f64 h h)underflow104
(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow54
sqrt.f64(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))uflow-rescue80
(-.f64 (*.f64 g g) (*.f64 h h))underflow14
(*.f64 g g)underflow14
(*.f64 h h)underflow104
Confusion
Predicted +Predicted -
+1467
-1291
Precision
0.9240506329113924
Recall
0.954248366013072
Confusion?
Predicted +Predicted MaybePredicted -
+14607
-12091
Precision?
0.9240506329113924
Recall?
0.954248366013072
Freqs
test
numberfreq
098
192
245
37
410
54
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
78.271484375
Average Time
0.30574798583984375
Samples
2.7s8 460×2valid
2.1s9 180×1valid
2.0s4 950×3valid
51.0ms450×0valid
Compiler

Compiled 24 120 to 3 600 computations (85.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 4.9s
adjust: 1.1s (21.9% of total)
ival-mult: 1.0s (21% of total)
ival-sub: 601.0ms (12.3% of total)
ival-cbrt: 582.0ms (11.9% of total)
ival-sqrt: 522.0ms (10.7% of total)
ival-add: 514.0ms (10.5% of total)
ival-div: 328.0ms (6.7% of total)
ival-neg: 186.0ms (3.8% of total)
exact: 22.0ms (0.5% of total)
ival-true: 20.0ms (0.4% of total)
ival-assert: 9.0ms (0.2% of total)

preprocess216.0ms (1.4%)

Memory
4.6MiB live, 27.9MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
079292
1272287
2858287
32888282
47209282
01937
03333
16632
215832
343231
4105031
5192331
6251531
7417531
8503431
9570931
10672631
11708831
12727631
13751631
14751631
15778631
0807231
Stop Event
iter limit
node limit
iter limit
node limit
Calls
Call 1
Inputs
(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))) (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))))
Outputs
(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))) (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))))
(+.f64 (cbrt.f64 (*.f64 #s(literal -1/2 binary64) (/.f64 (+.f64 (sqrt.f64 (*.f64 (-.f64 g h) (+.f64 h g))) g) a))) (cbrt.f64 (*.f64 (-.f64 (sqrt.f64 (*.f64 (-.f64 g h) (+.f64 h g))) g) (/.f64 #s(literal 1/2 binary64) a))))
Symmetry

(abs h)

Compiler

Compiled 37 to 19 computations (48.6% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 3 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
44.9%
(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))) (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))))
Compiler

Compiled 74 to 38 computations (48.6% saved)

simplify31.0ms (0.2%)

Memory
-8.0MiB live, 18.7MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
01937
13736
25136
36736
47936
58836
610135
711235
815635
922635
1022935
Stop Event
saturated
Calls
Call 1
Inputs
(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))) (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))))
Outputs
(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))) (cbrt.f64 (*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) a)) (-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))))))
(+.f64 (cbrt.f64 (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 a #s(literal 2 binary64))) (+.f64 (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))) g))) (cbrt.f64 (*.f64 (-.f64 (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))) g) (/.f64 #s(literal 1 binary64) (*.f64 a #s(literal 2 binary64))))))

soundness0.0ms (0%)

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

Compiled 35 to 20 computations (42.9% saved)

preprocess2.0ms (0%)

Memory
1.6MiB live, 1.6MiB allocated
Remove

(abs h)

Compiler

Compiled 284 to 158 computations (44.4% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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