2-ancestry mixing, positive discriminant

Time bar (total: 3.2s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze148.0ms (4.6%)

Memory
0.1MiB live, 56.4MiB 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)

sample74.0ms (2.3%)

Memory
1.3MiB live, 24.0MiB allocated
Samples
54.0ms260×1valid
3.0ms34×0invalid
Precisions
Click to see histograms. Total time spent on operations: 48.0ms
adjust: 12.0ms (25% of total)
ival-mult: 12.0ms (25% of total)
ival-cbrt: 5.0ms (10.4% of total)
ival-sub: 4.0ms (8.3% of total)
ival-div: 4.0ms (8.3% of total)
ival-sqrt: 4.0ms (8.3% of total)
ival-add: 4.0ms (8.3% of total)
ival-neg: 1.0ms (2.1% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain2.8s (85.4%)

Memory
18.3MiB live, 1 718.1MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1320-2(-1.1483238519975165e-155 6.6872152257475474e-164 9.109313547488761e+236)(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))
1096(-4.0547475838695626e+307 5.8892639134107636e+57 6.511792709303346e-269)63(-0.19548078298832988 1.096036775522915e-245 1.1254269724943086e+293)(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))))))
923(1.3967110140243913e+268 2.155907499423726e+41 1.0150000732833637e-201)54(1.601050700357108e-18 1.7590336249823077e-294 1.2697083106010108e+64)(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))))))
7865(-8.189904449339668e+279 -1.474588191456859e-139 -7.871466996047262e+244)0-(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
6053(4.2813311362251936e-110 -2.7728684658581355e-288 8.962609521802098e-42)0-(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
201(-5736946507897.374 -0.0008613742862530868 -1.3287183609558083e-256)0-(-.f64 (*.f64 g g) (*.f64 h h))
190-19(-1.2171439557565777e+24 1.2436617997006375e-225 -6.359525718794051e-228)(*.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)))))
80-8(3.748896107307418e-189 -1.337005676912752e-297 -9.876592436626082e-256)(*.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)
014(-1.849418122434943e+246 2.4612926306340881e-119 -6.454226008333438e+241)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-rescue1170
(-.f64 (*.f64 g g) (*.f64 h h))overflow117
(*.f64 g g)overflow117
(*.f64 h h)overflow20
-.f64(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation830
+.f64(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation760
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-rescue370
(-.f64 (*.f64 g g) (*.f64 h h))overflow117
(*.f64 g g)overflow117
(*.f64 h h)overflow20
(*.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)))))overflow37
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-rescue340
(*.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)))))overflow34
(-.f64 (*.f64 g g) (*.f64 h h))overflow117
(*.f64 g g)overflow117
(*.f64 h h)overflow20
-.f64(-.f64 (*.f64 g g) (*.f64 h h))nan-rescue200
(*.f64 g g)overflow117
(*.f64 h h)overflow20
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-rescue150
(-.f64 (*.f64 g g) (*.f64 h h))underflow13
(*.f64 h h)underflow109
(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))))))underflow60
(*.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)))))underflow75
(*.f64 g g)underflow13
(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow60
+.f64(+.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)))))))cancellation140
sqrt.f64(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))uflow-rescue130
(-.f64 (*.f64 g g) (*.f64 h h))underflow13
(*.f64 g g)underflow13
(*.f64 h h)underflow109
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-rescue70
(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))))))underflow37
(*.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)))))underflow44
(-.f64 (*.f64 g g) (*.f64 h h))underflow13
(*.f64 g g)underflow13
(*.f64 h h)underflow109
(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow37
-.f64(-.f64 (*.f64 g g) (*.f64 h h))cancellation10
Confusion
Predicted +Predicted -
+1474
-2085
Precision
0.8802395209580839
Recall
0.9735099337748344
Confusion?
Predicted +Predicted MaybePredicted -
+14704
-20085
Precision?
0.8802395209580839
Recall?
0.9735099337748344
Freqs
test
numberfreq
089
127
260
351
428
51
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
11.76611328125
Average Time
0.04596138000488281
Samples
381.0ms1 056×2valid
365.0ms768×3valid
313.0ms1 248×1valid
Compiler

Compiled 6 408 to 936 computations (85.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 788.0ms
adjust: 250.0ms (31.7% of total)
ival-mult: 177.0ms (22.5% of total)
ival-cbrt: 82.0ms (10.4% of total)
ival-sub: 74.0ms (9.4% of total)
ival-add: 72.0ms (9.1% of total)
ival-sqrt: 69.0ms (8.8% of total)
ival-div: 46.0ms (5.8% of total)
ival-neg: 13.0ms (1.6% of total)
ival-true: 3.0ms (0.4% of total)
exact: 3.0ms (0.4% of total)
ival-assert: 1.0ms (0.1% of total)

preprocess224.0ms (6.9%)

Memory
-4.0MiB 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
0.0MiB live, 0.0MiB 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
42.9%
(+.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)

simplify23.0ms (0.7%)

Memory
3.0MiB live, 18.8MiB 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 (0.1%)

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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