Statistics.Distribution.Binomial:directEntropy from math-functions-0.1.5.2

Time bar (total: 915.0ms)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory
0.9MiB live, 0.9MiB allocated
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%100%0%0%0%0%0
0%0%100%0%0%0%0%1
100%50%0%0%0%50%0%2
Compiler

Compiled 6 to 5 computations (16.7% saved)

sample611.0ms (66.7%)

Memory
5.2MiB live, 1 121.9MiB allocated
Samples
345.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 185.0ms
ival-log: 118.0ms (63.9% of total)
ival-mult: 57.0ms (30.9% of total)
ival-true: 6.0ms (3.2% of total)
ival-assert: 3.0ms (1.6% of total)
Bogosity

explain79.0ms (8.7%)

Memory
-8.0MiB live, 70.6MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
00-0-(log.f64 x)
00-0-(*.f64 x (log.f64 x))
00-0-x
Confusion
Predicted +Predicted -
+00
-0256
Precision
0/0
Recall
0/0
Confusion?
Predicted +Predicted MaybePredicted -
+000
-00256
Precision?
0/0
Recall?
0/0
Freqs
test
numberfreq
0256
Total Confusion?
Predicted +Predicted MaybePredicted -
+000
-001
Precision?
0/0
Recall?
0/0
Samples
41.0ms512×0valid
Compiler

Compiled 29 to 16 computations (44.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 11.0ms
ival-log: 7.0ms (65.5% of total)
ival-mult: 3.0ms (28.1% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess12.0ms (1.3%)

Memory
23.4MiB live, 23.4MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0513
11811
23811
310411
415711
516811
617011
034
054
164
064
Stop Event
1×iter limit
1×saturated
1×iter limit
1×saturated
Calls
Call 1
Inputs
(*.f64 x (log.f64 x))
Outputs
(*.f64 x (log.f64 x))
(*.f64 (log.f64 x) x)
Compiler

Compiled 4 to 3 computations (25% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 1 computations (-∞% saved)

prune0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶99.5%
(*.f64 x (log.f64 x))
Compiler

Compiled 4 to 3 computations (25% saved)

simplify28.0ms (3.1%)

Memory
-36.0MiB live, 3.0MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
cost-diff0
(log.f64 x)
cost-diff0
(*.f64 x (log.f64 x))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
037
057
167
067
Stop Event
1×iter limit
1×saturated
1×iter limit
Calls
Call 1
Inputs
(*.f64 x (log.f64 x))
x
(log.f64 x)
Outputs
(*.f64 x (log.f64 x))
(*.f64 (log.f64 x) x)
x
(log.f64 x)

localize14.0ms (1.6%)

Memory
13.7MiB live, 13.7MiB allocated
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(log.f64 x)
accuracy0.34375
(*.f64 x (log.f64 x))
Samples
10.0ms256×0valid
Compiler

Compiled 16 to 8 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 5.0ms
ival-log: 3.0ms (57.8% of total)
ival-mult: 2.0ms (38.5% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series83.0ms (9.1%)

Memory
7.7MiB live, 47.0MiB allocated
Counts
2 → 6
Calls
Call 1
Inputs
(*.f64 x (log.f64 x))
(log.f64 x)
Outputs
(* x (log x))
(log x)
(* -1 (* x (log (/ 1 x))))
(* -1 (log (/ 1 x)))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(+ (log -1) (* -1 (log (/ -1 x))))
Calls

3 calls:

TimeVariablePointExpression
58.0ms
x
@0
((* x (log x)) (log x))
17.0ms
x
@-inf
((* x (log x)) (log x))
7.0ms
x
@inf
((* x (log x)) (log x))

simplify17.0ms (1.8%)

Memory
6.5MiB live, 6.5MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
01630
13728
26328
310428
417728
530728
657626
767726
868326
968726
068726
Stop Event
1×iter limit
1×saturated
Counts
6 → 6
Calls
Call 1
Inputs
(* x (log x))
(log x)
(* -1 (* x (log (/ 1 x))))
(* -1 (log (/ 1 x)))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(+ (log -1) (* -1 (log (/ -1 x))))
Outputs
(* x (log x))
(*.f64 (log.f64 x) x)
(log x)
(log.f64 x)
(* -1 (* x (log (/ 1 x))))
(*.f64 (log.f64 x) x)
(* -1 (log (/ 1 x)))
(log.f64 x)
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(*.f64 (+.f64 (log.f64 (neg.f64 x)) (log.f64 #s(literal -1 binary64))) x)
(+ (log -1) (* -1 (log (/ -1 x))))
(+.f64 (log.f64 (neg.f64 x)) (log.f64 #s(literal -1 binary64)))

rewrite12.0ms (1.3%)

Memory
8.2MiB live, 8.2MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
036
056
166
066
Stop Event
1×iter limit
1×saturated
1×iter limit
Counts
2 → 3
Calls
Call 1
Inputs
(*.f64 x (log.f64 x))
(log.f64 x)
Outputs
(*.f64 (log.f64 x) x)
(*.f64 x (log.f64 x))
(log.f64 x)

eval1.0ms (0.1%)

Memory
0.7MiB live, 0.7MiB allocated
Compiler

Compiled 52 to 18 computations (65.4% saved)

prune1.0ms (0.1%)

Memory
1.2MiB live, 1.2MiB allocated
Pruning

1 alts after pruning (0 fresh and 1 done)

PrunedKeptTotal
New707
Fresh000
Picked011
Done000
Total718
Accuracy
99.5%
Counts
8 → 1
Alt Table
Click to see full alt table
StatusAccuracyProgram
✓99.5%
(*.f64 x (log.f64 x))
Compiler

Compiled 8 to 6 computations (25% saved)

simplify44.0ms (4.8%)

Memory
-25.5MiB live, 8.8MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
034
Stop Event
1×saturated
Calls
Call 1
Inputs
(*.f64 x (log.f64 x))
Outputs
(*.f64 x (log.f64 x))

soundness0.0ms (0%)

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

Compiled 4 to 3 computations (25% saved)

preprocess12.0ms (1.3%)

Memory
11.9MiB live, 11.9MiB allocated
Compiler

Compiled 16 to 12 computations (25% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

Loading profile data...