2-ancestry mixing, positive discriminant

Time bar (total: 4.2s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze145.0ms (3.4%)

Memory
-4.5MiB live, 56.3MiB 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)

sample62.0ms (1.5%)

Memory
-0.2MiB live, 22.5MiB allocated
Samples
43.0ms244×1valid
4.0ms45×0invalid
1.0ms16×0valid
Precisions
Click to see histograms. Total time spent on operations: 39.0ms
ival-mult: 10.0ms (25.5% of total)
adjust: 6.0ms (15.3% of total)
ival-sub: 5.0ms (12.8% of total)
ival-cbrt: 5.0ms (12.8% of total)
ival-div: 4.0ms (10.2% of total)
ival-sqrt: 4.0ms (10.2% of total)
ival-add: 4.0ms (10.2% of total)
ival-neg: 1.0ms (2.6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain3.8s (89.4%)

Memory
33.0MiB live, 1 865.1MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1290-1(-1.5447680357689817e-157 1.365602089299425e-198 -7.781200441258761e+21)(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))
940-4(2.1049825362497265e-21 1.0866531675539403e-49 -1.1264307492241594e+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))))))
890-1(-1.346593142481184e-278 1.5244223235270364e-285 8.137660661604387e+43)(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))))))
830-0-(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
580-0-(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
200-4(93843.94781847125 -3.227188631305339e-153 8.731151267061692e-290)(*.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)))))
190-0-(-.f64 (*.f64 g g) (*.f64 h h))
90-2(-3.989610213334643e+215 4.995740895275616e-53 -6.569194099884312e-246)(*.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-rescue1130
(-.f64 (*.f64 g g) (*.f64 h h))overflow113
(*.f64 g g)overflow113
(*.f64 h h)overflow19
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))overflow113
(*.f64 g g)overflow113
(*.f64 h h)overflow19
(*.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-rescue220
(*.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)))))overflow22
(-.f64 (*.f64 g g) (*.f64 h h))overflow113
(*.f64 g g)overflow113
(*.f64 h h)overflow19
-.f64(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation200
-.f64(-.f64 (*.f64 g g) (*.f64 h h))nan-rescue190
(*.f64 g g)overflow113
(*.f64 h h)overflow19
+.f64(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation170
sqrt.f64(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))uflow-rescue70
(-.f64 (*.f64 g g) (*.f64 h h))underflow15
(*.f64 g g)underflow15
(*.f64 h h)underflow103
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-rescue60
(-.f64 (*.f64 g g) (*.f64 h h))underflow15
(*.f64 h h)underflow103
(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)))))underflow54
(*.f64 g g)underflow15
(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow49
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-rescue30
(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))))))underflow2
(*.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 (*.f64 g g) (*.f64 h h))underflow15
(*.f64 g g)underflow15
(*.f64 h h)underflow103
(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow66
Confusion
Predicted +Predicted -
+1408
-6102
Precision
0.958904109589041
Recall
0.9459459459459459
Confusion?
Predicted +Predicted MaybePredicted -
+14008
-60102
Precision?
0.958904109589041
Recall?
0.9459459459459459
Freqs
test
numberfreq
0110
180
248
39
44
55
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
73.083740234375
Average Time
0.28548336029052734
Samples
657.0ms2 136×2valid
552.0ms2 544×1valid
483.0ms1 200×3valid
31.0ms264×0valid
Compiler

Compiled 6 432 to 960 computations (85.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 1.2s
adjust: 273.0ms (22.4% of total)
ival-mult: 259.0ms (21.2% of total)
ival-sub: 154.0ms (12.6% of total)
ival-cbrt: 149.0ms (12.2% of total)
ival-sqrt: 131.0ms (10.7% of total)
ival-add: 131.0ms (10.7% of total)
ival-div: 86.0ms (7.1% of total)
ival-neg: 24.0ms (2% of total)
ival-true: 5.0ms (0.4% of total)
exact: 5.0ms (0.4% of total)
ival-assert: 2.0ms (0.2% of total)

preprocess213.0ms (5.1%)

Memory
-0.2MiB 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
-7.4MiB live, 0.6MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
45.7%
(+.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)

simplify22.0ms (0.5%)

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

Loading profile data...