Logistic function from Lakshay Garg

Time bar (total: 1.7s)

start0.0ms (0%)

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

analyze0.0ms (0%)

Memory
0.9MiB live, 0.9MiB allocated; 0ms collecting garbage
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%100%0%0%0%0%0
100%100%0%0%0%0%0%1
Compiler

Compiled 12 to 11 computations (8.3% saved)

sample1.5s (84.6%)

Memory
12.4MiB live, 1 197.9MiB allocated; 177ms collecting garbage
Samples
605.0ms1 670×2valid
347.0ms2 462×1valid
219.0ms4 124×0valid
Precisions
Click to see histograms. Total time spent on operations: 958.0ms
ival-exp: 453.0ms (47.3% of total)
adjust: 162.0ms (16.9% of total)
ival-div: 117.0ms (12.2% of total)
ival-sub: 74.0ms (7.7% of total)
ival-add: 72.0ms (7.5% of total)
ival-mult: 64.0ms (6.7% of total)
exact: 13.0ms (1.4% of total)
ival-assert: 2.0ms (0.2% of total)
Bogosity

explain146.0ms (8.4%)

Memory
-1.7MiB live, 137.3MiB allocated; 10ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1310-0-(-.f64 (/.f64 #s(literal 2 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x)))) #s(literal 1 binary64))
00-0-(exp.f64 (*.f64 #s(literal -2 binary64) x))
00-0-#s(literal 1 binary64)
00-0-(*.f64 #s(literal -2 binary64) x)
00-0-(+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x)))
00-0-#s(literal -2 binary64)
00-0-#s(literal 2 binary64)
00-0-(/.f64 #s(literal 2 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x))))
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
-.f64(-.f64 (/.f64 #s(literal 2 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x)))) #s(literal 1 binary64))cancellation1310
Confusion
Predicted +Predicted -
+1310
-0125
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+13100
-00125
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
0125
1131
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
32.0ms106×2valid
28.0ms152×1valid
15.0ms254×0valid
Compiler

Compiled 84 to 31 computations (63.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 57.0ms
ival-exp: 23.0ms (40.3% of total)
adjust: 10.0ms (17.5% of total)
ival-div: 10.0ms (17.5% of total)
ival-add: 5.0ms (8.8% of total)
ival-sub: 4.0ms (7% of total)
ival-mult: 4.0ms (7% of total)
exact: 1.0ms (1.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

preprocess120.0ms (6.9%)

Memory
-7.5MiB live, 42.6MiB allocated; 8ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01833
13631
27631
325631
4128530
01418
01918
12218
22618
33718
48618
538218
6377518
0808618
Stop Event
saturated
node limit
iter limit
node limit

end0.0ms (0%)

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

Profiling

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