Hyperbolic tangent

Time bar (total: 3.9s)

start0.0ms (0%)

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

analyze0.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated; 0ms collecting garbage
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%100%0%0%0%0%0
0%0%100%0%0%0%0%1
100%100%0%0%0%0%0%2
Compiler

Compiled 15 to 9 computations (40% saved)

sample3.5s (91%)

Memory
2.8MiB live, 2 912.5MiB allocated; 414ms collecting garbage
Samples
1.4s3 163×2valid
880.0ms4 701×1valid
505.0ms7 912×0exit
30.0ms392×0valid
Precisions
Click to see histograms. Total time spent on operations: 2.3s
ival-exp: 1.4s (60.5% of total)
adjust: 354.0ms (15.4% of total)
ival-div: 204.0ms (8.9% of total)
ival-sub: 138.0ms (6% of total)
ival-add: 133.0ms (5.8% of total)
ival-neg: 71.0ms (3.1% of total)
ival-assert: 6.0ms (0.3% of total)
Bogosity

explain247.0ms (6.4%)

Memory
11.7MiB live, 205.0MiB allocated; 19ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2400-0-(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
110-0-(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
00-0-(+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
00-0-(exp.f64 x)
01(-226.62706381656426)0-(exp.f64 (neg.f64 x))
00-0-(neg.f64 x)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
-.f64(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))cancellation2400
/.f64(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))o/o110
(exp.f64 x)overflow7
(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow11
(exp.f64 (neg.f64 x))overflow4
(+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow11
(exp.f64 x)overflow7
(exp.f64 (neg.f64 x))overflow4
exp.f64(exp.f64 (neg.f64 x))sensitivity11
Confusion
Predicted +Predicted -
+2510
-14
Precision
0.996031746031746
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+25100
-113
Precision?
0.9920948616600791
Recall?
1.0
Freqs
test
numberfreq
04
1252
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
85.0ms196×2valid
53.0ms278×1valid
3.0ms38×0valid
Compiler

Compiled 83 to 25 computations (69.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 114.0ms
ival-exp: 73.0ms (64% of total)
adjust: 20.0ms (17.5% of total)
ival-div: 7.0ms (6.1% of total)
ival-add: 5.0ms (4.4% of total)
ival-sub: 5.0ms (4.4% of total)
ival-neg: 2.0ms (1.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

preprocess100.0ms (2.6%)

Memory
7.0MiB live, 52.5MiB allocated; 5ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01339
14539
210439
341439
4441227
0713
02013
12713
24113
38713
433413
5321813
6779713
080149
Stop Event
iter limit
node limit
iter limit
node limit

end0.0ms (0%)

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

Profiling

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