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

Time bar (total: 860.0ms)

analyze0.0ms (0%)

Memory
0.7MiB live, 0.7MiB 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)

sample608.0ms (70.7%)

Memory
12.1MiB live, 847.2MiB allocated
Samples
464.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 256.0ms
ival-log: 194.0ms (75.8% of total)
ival-mult: 55.0ms (21.5% of total)
ival-true: 5.0ms (2% of total)
ival-assert: 3.0ms (1.2% of total)
Bogosity

preprocess15.0ms (1.8%)

Memory
-10.6MiB live, 27.6MiB allocated
Algorithm
1×egg-herbie
Rules
32×distribute-lft-neg-in
18×associate-*r*
18×cancel-sign-sub-inv
16×unsub-neg
16×distribute-rgt-neg-in
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0513
11811
23811
310411
414411
515511
615711
034
144
044
Stop Event
1×iter limit
1×saturated
1×saturated
Calls
Call 1
Inputs
(* x (log x))
Outputs
(* x (log x))
(*.f64 x (log.f64 x))

explain44.0ms (5.1%)

Memory
20.1MiB live, 96.7MiB 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
20.0ms512×0valid
Compiler

Compiled 28 to 16 computations (42.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 11.0ms
ival-log: 7.0ms (65.9% of total)
ival-mult: 3.0ms (28.3% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

eval0.0ms (0%)

Memory
0.4MiB live, 0.4MiB allocated
Compiler

Compiled 1 to 1 computations (0% saved)

prune1.0ms (0.1%)

Memory
2.0MiB live, 2.0MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶99.5%
(*.f64 x (log.f64 x))
Compiler

Compiled 5 to 3 computations (40% saved)

simplify3.0ms (0.4%)

Memory
10.9MiB live, 10.9MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
✓cost-diff0
(log.f64 x)
✓cost-diff0
(*.f64 x (log.f64 x))
Rules
4×*-lowering-*.f32
4×*-lowering-*.f64
2×*-commutative
2×log-lowering-log.f64
2×log-lowering-log.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
037
147
047
Stop Event
1×iter limit
1×saturated
Calls
Call 1
Inputs
(* x (log x))
x
(log x)
Outputs
(* x (log x))
(*.f64 x (log.f64 x))
x
(log x)
(log.f64 x)

localize19.0ms (2.2%)

Memory
-22.9MiB live, 59.5MiB allocated
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
✓accuracy100.0%
(log.f64 x)
✓accuracy99.5%
(*.f64 x (log.f64 x))
Samples
15.0ms256×0valid
Compiler

Compiled 9 to 5 computations (44.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 8.0ms
ival-mult: 5.0ms (59.4% of total)
ival-log: 3.0ms (35.6% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series94.0ms (10.9%)

Memory
-9.5MiB live, 151.7MiB allocated
Counts
2 → 24
Calls
Call 1
Inputs
#<alt (* x (log x))>
#<alt (log x)>
Outputs
#<alt (* x (log x))>
#<alt (* x (log x))>
#<alt (* x (log x))>
#<alt (* x (log x))>
#<alt (* -1 (* x (log (/ 1 x))))>
#<alt (* -1 (* x (log (/ 1 x))))>
#<alt (* -1 (* x (log (/ 1 x))))>
#<alt (* -1 (* x (log (/ 1 x))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 x)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 x)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 x)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 x)))))>
#<alt (log x)>
#<alt (log x)>
#<alt (log x)>
#<alt (log x)>
#<alt (* -1 (log (/ 1 x)))>
#<alt (* -1 (log (/ 1 x)))>
#<alt (* -1 (log (/ 1 x)))>
#<alt (* -1 (log (/ 1 x)))>
#<alt (+ (log -1) (* -1 (log (/ -1 x))))>
#<alt (+ (log -1) (* -1 (log (/ -1 x))))>
#<alt (+ (log -1) (* -1 (log (/ -1 x))))>
#<alt (+ (log -1) (* -1 (log (/ -1 x))))>
Calls

6 calls:

TimeVariablePointExpression
33.0ms
x
@0
(* x (log x))
31.0ms
x
@-inf
(* x (log x))
29.0ms
x
@inf
(* x (log x))
0.0ms
x
@0
(log x)
0.0ms
x
@inf
(log x)

rewrite16.0ms (1.9%)

Memory
0.4MiB live, 38.2MiB allocated
Algorithm
1×batch-egg-rewrite
Rules
4×*-lowering-*.f32
4×*-lowering-*.f64
2×*-commutative
2×log-lowering-log.f64
2×log-lowering-log.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
036
146
046
Stop Event
1×iter limit
1×saturated
Counts
2 → 3
Calls
Call 1
Inputs
(* x (log x))
(log x)
Outputs
(*.f64 x (log.f64 x))
(*.f64 (log.f64 x) x)
(log.f64 x)

simplify25.0ms (2.9%)

Memory
28.2MiB live, 64.9MiB allocated
Algorithm
1×egg-herbie
Rules
320×accelerator-lowering-fma.f32
320×accelerator-lowering-fma.f64
224×*-lowering-*.f32
224×*-lowering-*.f64
104×unsub-neg
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
016120
137112
263112
3104112
4167112
5298112
6553104
7612104
8616104
9620104
0620104
Stop Event
1×iter limit
1×saturated
Counts
24 → 24
Calls
Call 1
Inputs
(* x (log x))
(* x (log x))
(* x (log x))
(* x (log x))
(* -1 (* x (log (/ 1 x))))
(* -1 (* x (log (/ 1 x))))
(* -1 (* x (log (/ 1 x))))
(* -1 (* x (log (/ 1 x))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(log x)
(log x)
(log x)
(log x)
(* -1 (log (/ 1 x)))
(* -1 (log (/ 1 x)))
(* -1 (log (/ 1 x)))
(* -1 (log (/ 1 x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(+ (log -1) (* -1 (log (/ -1 x))))
(+ (log -1) (* -1 (log (/ -1 x))))
(+ (log -1) (* -1 (log (/ -1 x))))
Outputs
(* x (log x))
(*.f64 x (log.f64 x))
(* x (log x))
(*.f64 x (log.f64 x))
(* x (log x))
(*.f64 x (log.f64 x))
(* x (log x))
(*.f64 x (log.f64 x))
(* -1 (* x (log (/ 1 x))))
(*.f64 x (log.f64 x))
(* -1 (* x (log (/ 1 x))))
(*.f64 x (log.f64 x))
(* -1 (* x (log (/ 1 x))))
(*.f64 x (log.f64 x))
(* -1 (* x (log (/ 1 x))))
(*.f64 x (log.f64 x))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(*.f64 x (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(*.f64 x (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(*.f64 x (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x))))
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(*.f64 x (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x))))
(log x)
(log.f64 x)
(log x)
(log.f64 x)
(log x)
(log.f64 x)
(log x)
(log.f64 x)
(* -1 (log (/ 1 x)))
(log.f64 x)
(* -1 (log (/ 1 x)))
(log.f64 x)
(* -1 (log (/ 1 x)))
(log.f64 x)
(* -1 (log (/ 1 x)))
(log.f64 x)
(+ (log -1) (* -1 (log (/ -1 x))))
(+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 x)))

eval2.0ms (0.2%)

Memory
7.9MiB live, 7.9MiB allocated
Compiler

Compiled 141 to 10 computations (92.9% saved)

prune7.0ms (0.8%)

Memory
-33.9MiB live, 8.7MiB allocated
Pruning

1 alts after pruning (0 fresh and 1 done)

PrunedKeptTotal
New27027
Fresh000
Picked011
Done000
Total27128
Accuracy
99.5%
Counts
28 → 1
Alt Table
Click to see full alt table
StatusAccuracyProgram
✓99.5%
(*.f64 x (log.f64 x))
Compiler

Compiled 10 to 6 computations (40% saved)

simplify7.0ms (0.8%)

Memory
18.0MiB live, 18.0MiB allocated
Algorithm
1×egg-herbie
Rules
2×*-commutative_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
034
144
Stop Event
1×saturated
Calls
Call 1
Inputs
(*.f64 x (log.f64 x))
Outputs
(*.f64 x (log.f64 x))

soundness0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Stop Event
1×done
Compiler

Compiled 5 to 3 computations (40% saved)

preprocess19.0ms (2.2%)

Memory
-18.6MiB live, 58.8MiB allocated
Compiler

Compiled 20 to 12 computations (40% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

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