2-ancestry mixing, positive discriminant

Time bar (total: 3.1s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze155.0ms (5.1%)

Memory
-0.1MiB live, 56.2MiB 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 (2.1%)

Memory
7.0MiB live, 22.5MiB allocated
Samples
45.0ms244×1valid
4.0ms45×0invalid
2.0ms16×0valid
Precisions
Click to see histograms. Total time spent on operations: 42.0ms
ival-mult: 10.0ms (24.1% of total)
adjust: 6.0ms (14.4% of total)
ival-cbrt: 6.0ms (14.4% of total)
ival-sub: 5.0ms (12% of total)
ival-div: 4.0ms (9.6% of total)
ival-sqrt: 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

explain2.6s (84.5%)

Memory
9.9MiB live, 1 685.4MiB 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)))
944(-5.954109145341259e+291 2.9294661647527988e-33 2.8283297241886627e-123)51(-42188920593.63882 5.588508619828344e-300 4.656356398694054e-12)(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))))))
896(1.8200557861204678e+252 9.992264828259251e-70 9.4989312458198e-240)65(1.587258301608196e-15 -2.144093652267245e-244 5.8833588923152766e+200)(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))))))
8366(4.806671496230888e-181 8.62803293751149e-256 7.232051842126124e+71)0-(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
5849(-5.954109145341259e+291 2.9294661647527988e-33 2.8283297241886627e-123)0-(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))
200-20(8.473147888869258e+159 9.602543571661585e-90 -3.903645065634869e-226)(*.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))
90-9(-4.2663954886909055e-115 1.0605846430176643e-272 -7.0622962735821535e-177)(*.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)
05(-2.6461286086900193e-179 -2.5753219044903464e-255 4.934066678679055e-113)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
+.f64(+.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation960
-.f64(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))cancellation660
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-rescue420
(-.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)))))overflow42
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-rescue270
(*.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)))))overflow27
(-.f64 (*.f64 g g) (*.f64 h h))overflow113
(*.f64 g g)overflow113
(*.f64 h h)overflow19
-.f64(-.f64 (*.f64 g g) (*.f64 h h))nan-rescue190
(*.f64 g g)overflow113
(*.f64 h h)overflow19
sqrt.f64(sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h)))uflow-rescue150
(-.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-rescue50
(-.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))))))underflow41
(*.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)))))underflow46
(*.f64 g g)underflow15
(-.f64 (neg.f64 g) (sqrt.f64 (-.f64 (*.f64 g g) (*.f64 h h))))underflow41
+.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)))))))cancellation50
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))))))underflow53
(*.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)))))underflow56
(-.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))))underflow53
Confusion
Predicted +Predicted -
+1462
-2187
Precision
0.874251497005988
Recall
0.9864864864864865
Confusion?
Predicted +Predicted MaybePredicted -
+14602
-21087
Precision?
0.874251497005988
Recall?
0.9864864864864865
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Freqs
test
numberfreq
089
135
267
342
419
54
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
12.21240234375
Average Time
0.04770469665527344
Samples
339.0ms1 068×2valid
281.0ms1 272×1valid
250.0ms600×3valid
15.0ms132×0valid
Compiler

Compiled 6 408 to 936 computations (85.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 629.0ms
ival-mult: 136.0ms (21.6% of total)
adjust: 135.0ms (21.4% of total)
ival-cbrt: 79.0ms (12.6% of total)
ival-sub: 78.0ms (12.4% of total)
ival-add: 70.0ms (11.1% of total)
ival-sqrt: 67.0ms (10.6% of total)
ival-div: 46.0ms (7.3% of total)
ival-neg: 13.0ms (2.1% of total)
exact: 3.0ms (0.5% of total)
ival-true: 2.0ms (0.3% of total)
ival-assert: 1.0ms (0.2% of total)

preprocess214.0ms (7%)

Memory
6.7MiB live, 27.8MiB 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
0.5MiB live, 0.5MiB 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)

simplify36.0ms (1.2%)

Memory
-11.1MiB 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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