Exp of sum of logs

Time bar (total: 3.1s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.9%0.1%0%0%0%0
0%0%99.9%0.1%0%0%0%1
0%0%50%0.1%0%50%0%2
100%25%0%0.1%0%74.9%0%3
Compiler

Compiled 8 to 8 computations (0% saved)

sample20.0ms (0.7%)

Memory
-1.5MiB live, 6.1MiB allocated
Samples
14.0ms260×0valid
Precisions
Click to see histograms. Total time spent on operations: 9.0ms
ival-log: 5.0ms (54.1% of total)
ival-exp: 2.0ms (21.6% of total)
ival-add: 1.0ms (10.8% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
Bogosity

explain3.0s (97.5%)

Memory
18.8MiB live, 1 444.3MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
14027(2.839287537031958e+121 3.01148595057046e-217)12(7.426939892574986e-35 2.8867150472799433e-7)(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))
30-2(1.9544452620242447e+234 7.832968244722172e-238)(+.f64 (log.f64 a) (log.f64 b))
00-0-a
00-0-b
00-0-(log.f64 a)
00-0-(log.f64 b)
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
exp.f64(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))sensitivity15527
+.f64(+.f64 (log.f64 a) (log.f64 b))cancellation15
Confusion
Predicted +Predicted -
+13833
-1867
Precision
0.8846153846153846
Recall
0.8070175438596491
Confusion?
Predicted +Predicted MaybePredicted -
+138285
-18463
Precision?
0.8829787234042553
Recall?
0.9707602339181286
Freqs
test
numberfreq
0100
1156
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
16.96826171875
Average Time
0.06628227233886719
Samples
1.4s23 040×0valid
Compiler

Compiled 2 745 to 1 260 computations (54.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 843.0ms
ival-log: 505.0ms (59.9% of total)
ival-exp: 211.0ms (25% of total)
ival-add: 102.0ms (12.1% of total)
ival-true: 17.0ms (2% of total)
ival-assert: 8.0ms (0.9% of total)

preprocess16.0ms (0.5%)

Memory
-3.7MiB live, 6.8MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01638
13623
27017
311117
416417
517017
066
0106
1143
2193
0193
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))
Outputs
(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))
(*.f64 b a)
Symmetry

(negabs b)

(negabs a)

(sort a b)

Compiler

Compiled 6 to 6 computations (0% saved)

eval0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.4MiB live, 0.4MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
92.5%
(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))
Compiler

Compiled 12 to 12 computations (0% saved)

simplify19.0ms (0.6%)

Memory
2.7MiB live, 18.5MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
066
176
Stop Event
saturated
Calls
Call 1
Inputs
(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))
Outputs
(exp.f64 (+.f64 (log.f64 a) (log.f64 b)))
(exp.f64 (+.f64 (log.f64 b) (log.f64 a)))

soundness0.0ms (0%)

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

Compiled 6 to 6 computations (0% saved)

preprocess19.0ms (0.6%)

Memory
1.3MiB live, 8.9MiB allocated
Remove

(sort a b)

(negabs a)

(negabs b)

Compiler

Compiled 102 to 102 computations (0% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

Loading profile data...