Hyperbolic tangent

Time bar (total: 1.7s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Algorithm
1×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)

sample96.0ms (5.8%)

Memory
5.9MiB live, 22.2MiB allocated
Samples
43.0ms109×2valid
22.0ms140×1valid
13.0ms252×0exit
1.0ms11×0valid
Precisions
Click to see histograms. Total time spent on operations: 66.0ms
ival-exp: 42.0ms (63.4% of total)
adjust: 10.0ms (15.1% of total)
ival-div: 5.0ms (7.6% of total)
ival-sub: 4.0ms (6% of total)
ival-add: 3.0ms (4.5% of total)
ival-neg: 2.0ms (3% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
Bogosity

explain1.5s (87.9%)

Memory
3.7MiB live, 685.4MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2470-0-(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
70-0-(/.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(-183.07678784868125)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)))cancellation2470
/.f64(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))o/o70
↳(exp.f64 x)overflow3
↳(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow7
↳(exp.f64 (neg.f64 x))overflow4
↳(+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow7
↳(exp.f64 x)overflow3
↳(exp.f64 (neg.f64 x))overflow4
exp.f64(exp.f64 (neg.f64 x))sensitivity10
Confusion
Predicted +Predicted -
+2540
-11
Precision
0.996078431372549
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+25400
-101
Precision?
0.996078431372549
Recall?
1.0
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Freqs
test
numberfreq
01
1255
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
6.9873046875
Average Time
0.027294158935546875
Samples
514.0ms1 284×2valid
278.0ms1 668×1valid
8.0ms120×0valid
Compiler

Compiled 1 368 to 360 computations (73.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 678.0ms
ival-exp: 450.0ms (66.4% of total)
adjust: 114.0ms (16.8% of total)
ival-div: 41.0ms (6% of total)
ival-sub: 31.0ms (4.6% of total)
ival-add: 28.0ms (4.1% of total)
ival-neg: 11.0ms (1.6% of total)
ival-true: 2.0ms (0.3% of total)
ival-assert: 1.0ms (0.1% of total)

preprocess79.0ms (4.7%)

Memory
0.6MiB live, 8.2MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0927
13227
28026
319926
446826
5113026
6154726
7158526
8160426
9162326
10165726
11166926
0713
01313
12513
24213
36713
412213
527613
646213
768213
890513
9105813
10118613
11123313
0123313
Stop Event
1×iter limit
1×saturated
1×iter limit
1×saturated
Calls
Call 1
Inputs
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Outputs
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 (neg.f64 x)) (exp.f64 x)))
Symmetry

(negabs x)

Compiler

Compiled 13 to 7 computations (46.2% saved)

eval0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated
Compiler

Compiled 0 to 1 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
7.2%
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Compiler

Compiled 26 to 14 computations (46.2% saved)

simplify20.0ms (1.2%)

Memory
2.2MiB live, 18.1MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0713
11413
21913
32213
42313
Stop Event
1×saturated
Calls
Call 1
Inputs
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Outputs
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 (neg.f64 x)) (exp.f64 x)))

soundness0.0ms (0%)

Memory
0.2MiB live, 0.2MiB allocated
Stop Event
1×fuel
Compiler

Compiled 13 to 7 computations (46.2% saved)

preprocess5.0ms (0.3%)

Memory
-6.7MiB live, 2.2MiB allocated
Remove

(negabs x)

Compiler

Compiled 104 to 56 computations (46.2% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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