Beckmann Sample, near normal, slope_y

Time bar (total: 1.6s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze234.0ms (14.7%)

Memory
8.6MiB live, 287.8MiB allocated; 39ms collecting garbage
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%0%100%0%0%0%0
0%0%0%100%0%0%0%1
0%0%0%100%0%0%0%2
0%0%0%100%0%0%0%3
0%0%0%100%0%0%0%4
0%0%0%100%0%0%0%5
18.7%0%0%100%0%0%0%6
28.1%0%0%100%0%0%0%7
32.8%0%0%100%0%0%0%8
49.2%0%0%100%0%0%0%9
57.4%0%0%100%0%0%0%10
61.5%0%0%100%0%0%0%11
71.8%0%0%100%0%0%0%12
Compiler

Compiled 37 to 24 computations (35.1% saved)

sample1.1s (68.7%)

Memory
38.4MiB live, 1 306.8MiB allocated; 232ms collecting garbage
Samples
822.0ms8 256×0valid
0.0ms3×0invalid
Precisions
Click to see histograms. Total time spent on operations: 611.0ms
ival-sinu: 172.0ms (28.1% of total)
ival-log: 149.0ms (24.4% of total)
ival-sub: 74.0ms (12.1% of total)
ival-sqrt: 57.0ms (9.3% of total)
ival-mult: 54.0ms (8.8% of total)
const: 42.0ms (6.9% of total)
ival-neg: 39.0ms (6.4% of total)
exact: 7.0ms (1.1% of total)
ival-and: 5.0ms (0.8% of total)
ival-<=: 5.0ms (0.8% of total)
adjust: 3.0ms (0.5% of total)
ival-assert: 2.0ms (0.3% of total)
ival->: 2.0ms (0.3% of total)
Bogosity

explain148.0ms (9.3%)

Memory
-36.4MiB live, 206.2MiB allocated; 42ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1974(0.999941885471344 0.004199626389890909 5.957103965670285e-8)3(0.9999294877052307 0.015260419808328152 0.029882563278079033)(log.f32 (-.f32 #s(literal 1 binary32) u1))
00-0-(-.f32 #s(literal 1 binary32) u1)
00-0-(*.f32 (*.f32 #s(literal 2 binary32) (PI.f32)) u2)
00-0-u2
00-0-(PI.f32)
00-0-#s(literal 2 binary32)
00-0-#s(literal 1 binary32)
00-0-(sqrt.f32 (neg.f32 (log.f32 (-.f32 #s(literal 1 binary32) u1))))
00-0-u1
00-0-(sin.f32 (*.f32 (*.f32 #s(literal 2 binary32) (PI.f32)) u2))
00-0-(*.f32 (sqrt.f32 (neg.f32 (log.f32 (-.f32 #s(literal 1 binary32) u1)))) (sin.f32 (*.f32 (*.f32 #s(literal 2 binary32) (PI.f32)) u2)))
00-0-(neg.f32 (log.f32 (-.f32 #s(literal 1 binary32) u1)))
00-0-(*.f32 #s(literal 2 binary32) (PI.f32))
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f32(log.f32 (-.f32 #s(literal 1 binary32) u1))sensitivity19810
Confusion
Predicted +Predicted -
+1860
-1258
Precision
0.9393939393939394
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+18600
-121048
Precision?
0.8942307692307693
Recall?
1.0
Freqs
test
numberfreq
058
1198
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
54.0ms512×0valid
Compiler

Compiled 117 to 46 computations (60.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 36.0ms
ival-mult: 9.0ms (25.2% of total)
ival-sinu: 8.0ms (22.4% of total)
ival-log: 7.0ms (19.6% of total)
ival-sub: 3.0ms (8.4% of total)
ival-sqrt: 3.0ms (8.4% of total)
ival-pi: 2.0ms (5.6% of total)
ival-neg: 2.0ms (5.6% of total)
exact: 1.0ms (2.8% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

preprocess117.0ms (7.4%)

Memory
23.1MiB live, 115.0MiB allocated; 16ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
042135
176132
2145132
3378132
41413130
56636130
01313
02213
13113
24813
310913
436913
5190613
0864412
Stop Event
1×iter limit
1×node limit
1×iter limit
1×node limit

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Profiling

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