Hyperbolic tangent

Time bar (total: 4.6s)

start0.0ms (0%)

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

analyze0.0ms (0%)

Memory
0.4MiB live, 0.4MiB 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)

sample4.3s (92.8%)

Memory
54.6MiB live, 3 161.7MiB allocated; 1.2s collecting garbage
Samples
1.5s3 187×2valid
1.0s4 698×1valid
966.0ms7 650×0exit
23.0ms371×0valid
Precisions
Click to see histograms. Total time spent on operations: 2.9s
ival-exp: 1.5s (53.4% of total)
ival-add: 424.0ms (14.7% of total)
adjust: 395.0ms (13.7% of total)
ival-sub: 234.0ms (8.1% of total)
ival-div: 223.0ms (7.7% of total)
ival-neg: 63.0ms (2.2% of total)
ival-assert: 6.0ms (0.2% of total)
Bogosity

explain248.0ms (5.4%)

Memory
20.1MiB live, 217.6MiB allocated; 20ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2510-1(0.030960916053142676)(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
20-0-(/.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)
00-0-(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)))cancellation2500
/.f64(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))o/o20
(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow2
(exp.f64 (neg.f64 x))overflow2
(+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow2
(exp.f64 (neg.f64 x))overflow2
Confusion
Predicted +Predicted -
+2521
-03
Precision
1.0
Recall
0.9960474308300395
Confusion?
Predicted +Predicted MaybePredicted -
+25201
-012
Precision?
0.9960474308300395
Recall?
0.9960474308300395
Freqs
test
numberfreq
04
1252
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
91.0ms176×2valid
58.0ms320×1valid
1.0ms16×0valid
Compiler

Compiled 83 to 25 computations (69.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 128.0ms
ival-exp: 87.0ms (68.2% of total)
adjust: 20.0ms (15.7% of total)
ival-div: 7.0ms (5.5% of total)
ival-add: 5.0ms (3.9% of total)
ival-sub: 5.0ms (3.9% of total)
ival-neg: 2.0ms (1.6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

preprocess80.0ms (1.7%)

Memory
-4.0MiB live, 42.3MiB allocated; 6ms collecting garbage
Algorithm
egg-herbie
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
01339
14539
210439
341439
4441227
0713
01313
12613
26613
326313
416679
089929
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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