Statistics.Math.RootFinding:ridders from math-functions-0.1.5.2

Time bar (total: 1.3s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze168.0ms (12.8%)

Memory
1.8MiB live, 73.2MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.8%0.2%0%0%0%0
0%0%99.8%0.2%0%0%0%1
0%0%99.8%0.2%0%0%0%2
0%0%99.8%0.2%0%0%0%3
0%0%99.8%0.2%0%0%0%4
0%0%99.8%0.2%0%0%0%5
25%24.9%74.8%0.2%0%0%0%6
25%24.9%74.8%0.2%0%0%0%7
25%24.9%74.8%0.2%0%0%0%8
37.5%37.4%62.3%0.2%0%0%0%9
40.6%40.5%59.2%0.2%0%0%0%10
51.7%48.3%45.2%0.2%0%6.2%0%11
51.7%48.3%45.2%0.2%0%6.2%0%12
Compiler

Compiled 16 to 14 computations (12.5% saved)

sample30.0ms (2.2%)

Memory
3.7MiB live, 11.2MiB allocated
Samples
16.0ms260×0valid
3.0ms56×0invalid
Precisions
Click to see histograms. Total time spent on operations: 12.0ms
ival-mult: 7.0ms (60.4% of total)
ival-sqrt: 2.0ms (17.3% of total)
ival-sub: 1.0ms (8.6% of total)
ival-div: 1.0ms (8.6% of total)
ival-true: 0.0ms (0% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
Bogosity

explain937.0ms (71.3%)

Memory
5.8MiB live, 730.7MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1070-2(2.1131111125478727e+79 1.334257692303328e-127 -8.334933753739463e-158 -6.31808860823985e-167 2.0395009696194984e-171)(sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a)))
360-0-(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))
270-1(-9.394879031461715e-137 5.570945325323993e-187 1.3708735159948747e+107 -1.2543458897402317e-213 1.1734772568933354e+80)(*.f64 (*.f64 x y) z)
33(-1.9867243642453033e-82 1.2502256077145175e-163 -1.7189545820082995e-130 1.1833077562892517e-157 5.611443413852912e-123)0-(-.f64 (*.f64 z z) (*.f64 t a))
00-0-a
00-0-t
00-0-z
00-0-(*.f64 x y)
00-0-(*.f64 z z)
00-0-y
00-0-(*.f64 t a)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
sqrt.f64(sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a)))oflow-rescue960
(-.f64 (*.f64 z z) (*.f64 t a))overflow96
(*.f64 t a)overflow24
(*.f64 z z)overflow81
/.f64(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))o/n270
(*.f64 x y)overflow43
(*.f64 (*.f64 x y) z)overflow57
*.f64(*.f64 (*.f64 x y) z)n*u150
*.f64(*.f64 (*.f64 x y) z)n*o110
/.f64(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))u/n90
(*.f64 x y)underflow29
(*.f64 (*.f64 x y) z)underflow28
sqrt.f64(sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a)))uflow-rescue90
(-.f64 (*.f64 z z) (*.f64 t a))underflow9
(*.f64 t a)underflow39
(*.f64 z z)underflow48
-.f64(-.f64 (*.f64 z z) (*.f64 t a))cancellation30
-.f64(-.f64 (*.f64 z z) (*.f64 t a))nan-rescue30
(*.f64 z z)overflow81
(*.f64 t a)overflow24
Confusion
Predicted +Predicted -
+1011
-30124
Precision
0.7709923664122137
Recall
0.9901960784313726
Confusion?
Predicted +Predicted MaybePredicted -
+10101
-300124
Precision?
0.7709923664122137
Recall?
0.9901960784313726
Freqs
test
numberfreq
0125
190
240
31
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
5.73974609375
Average Time
0.022420883178710938
Samples
224.0ms3 072×0valid
Compiler

Compiled 1 920 to 600 computations (68.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 120.0ms
ival-mult: 70.0ms (58.4% of total)
ival-sqrt: 18.0ms (15% of total)
ival-div: 16.0ms (13.3% of total)
ival-sub: 12.0ms (10% of total)
ival-true: 2.0ms (1.7% of total)
adjust: 1.0ms (0.8% of total)
ival-assert: 1.0ms (0.8% of total)

preprocess108.0ms (8.2%)

Memory
-2.3MiB live, 12.7MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
093295
1260285
2625285
31662285
44345285
56481285
01214
01914
13114
25914
38914
411914
514714
619614
724914
842914
995814
10128714
11216514
12318814
13337814
14340014
15340014
0340014
Stop Event
iter limit
saturated
iter limit
node limit
Calls
Call 1
Inputs
(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))
Outputs
(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))
(/.f64 (*.f64 z (*.f64 y x)) (sqrt.f64 (fma.f64 (neg.f64 a) t (*.f64 z z))))
Symmetry

(negabs z)

(negabs y)

(negabs x)

(sort x y)

(sort t a)

Compiler

Compiled 14 to 12 computations (14.3% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 5 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
61.7%
(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))
Compiler

Compiled 28 to 24 computations (14.3% saved)

simplify22.0ms (1.7%)

Memory
0.0MiB live, 18.2MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01214
12014
23214
33814
44214
54314
Stop Event
saturated
Calls
Call 1
Inputs
(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))
Outputs
(/.f64 (*.f64 (*.f64 x y) z) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 t a))))
(/.f64 (*.f64 z (*.f64 y x)) (sqrt.f64 (-.f64 (*.f64 z z) (*.f64 a t))))

soundness0.0ms (0%)

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

Compiled 14 to 12 computations (14.3% saved)

preprocess49.0ms (3.7%)

Memory
-1.3MiB live, 22.4MiB allocated
Remove

(sort t a)

(sort x y)

(negabs x)

(negabs y)

(negabs z)

Compiler

Compiled 394 to 328 computations (16.8% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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