Beckmann Sample, near normal, slope_x

Time bar (total: 1.7s)

start0.0ms (0%)

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

analyze223.0ms (13.1%)

Memory
-12.5MiB live, 260.3MiB allocated; 38ms 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 (67.1%)

Memory
-18.0MiB live, 1 407.9MiB allocated; 335ms collecting garbage
Samples
856.0ms8 256×0valid
0.0ms3×0invalid
Precisions
Click to see histograms. Total time spent on operations: 609.0ms
ival-log: 148.0ms (24.3% of total)
ival-cosu: 128.0ms (21% of total)
ival-mult: 86.0ms (14.1% of total)
ival-sqrt: 50.0ms (8.2% of total)
ival-neg: 50.0ms (8.2% of total)
const: 45.0ms (7.4% of total)
ival-sub: 43.0ms (7.1% of total)
ival-<=: 40.0ms (6.6% of total)
exact: 7.0ms (1.1% of total)
ival-and: 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

explain174.0ms (10.2%)

Memory
-14.0MiB live, 225.1MiB allocated; 21ms 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))
40-3(0.9999452233314514 0.0021354234777390957 0.7604660987854004)(cos.f32 (*.f32 (*.f32 #s(literal 2 binary32) (PI.f32)) u2))
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-(*.f32 (sqrt.f32 (neg.f32 (log.f32 (-.f32 #s(literal 1 binary32) u1)))) (cos.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
cos.f32(cos.f32 (*.f32 (*.f32 #s(literal 2 binary32) (PI.f32)) u2))sensitivity13
Confusion
Predicted +Predicted -
+1871
-1157
Precision
0.9444444444444444
Recall
0.9946808510638298
Confusion?
Predicted +Predicted MaybePredicted -
+18710
-11948
Precision?
0.9038461538461539
Recall?
1.0
Freqs
test
numberfreq
058
1197
21
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
55.0ms512×0valid
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 (25.1% of total)
ival-cosu: 8.0ms (22.3% of total)
ival-log: 8.0ms (22.3% 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)

preprocess163.0ms (9.6%)

Memory
31.5MiB live, 123.8MiB allocated; 9ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
042135
192135
2205135
3586133
41899133
56128133
01313
02213
13613
26913
319813
464913
5302413
6729513
0817412
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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