AI.Clustering.Hierarchical.Internal:ward from clustering-0.2.1

Time bar (total: 1.9s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze317.0ms (17%)

Memory
7.4MiB live, 110.5MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.7%0.3%0%0%0%0
0%0%99.7%0.3%0%0%0%1
0%0%99.7%0.3%0%0%0%2
0%0%99.7%0.3%0%0%0%3
0%0%99.7%0.3%0%0%0%4
12.5%12.5%87.2%0.3%0%0%0%5
12.5%12.5%87.2%0.3%0%0%0%6
12.5%12.5%87.2%0.3%0%0%0%7
18.8%18.7%81%0.3%0%0%0%8
28.1%28%71.7%0.3%0%0%0%9
28.1%28%71.7%0.3%0%0%0%10
42.2%42.1%57.6%0.3%0%0%0%11
42.2%42.1%57.6%0.3%0%0%0%12
Compiler

Compiled 23 to 18 computations (21.7% saved)

sample29.0ms (1.5%)

Memory
-4.1MiB live, 11.2MiB allocated
Samples
19.0ms259×0valid
0.0ms1valid
Precisions
Click to see histograms. Total time spent on operations: 12.0ms
ival-add: 5.0ms (40.9% of total)
ival-mult: 4.0ms (32.8% of total)
ival-div: 1.0ms (8.2% of total)
ival-sub: 1.0ms (8.2% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
Bogosity

explain1.3s (70.2%)

Memory
1.3MiB live, 1 095.6MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
1120-0-(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))
120-0-(-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b))
90-0-(+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a))
00-0-a
00-0-t
00-0-z
00-0-(*.f64 y b)
00-0-y
00-0-(*.f64 (+.f64 x y) z)
00-0-(+.f64 x y)
00-0-(*.f64 (+.f64 t y) a)
00-0-(+.f64 x t)
00-0-(+.f64 (+.f64 x t) y)
00-0-b
00-0-(+.f64 t y)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
/.f64(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))o/n1120
(*.f64 y b)overflow32
(-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b))overflow112
(*.f64 (+.f64 x y) z)overflow56
(+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a))overflow104
(*.f64 (+.f64 t y) a)overflow64
-.f64(-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b))nan-rescue120
(*.f64 (+.f64 x y) z)overflow56
(+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a))overflow104
(*.f64 (+.f64 t y) a)overflow64
(*.f64 y b)overflow32
+.f64(+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a))nan-rescue90
(*.f64 (+.f64 x y) z)overflow56
(*.f64 (+.f64 t y) a)overflow64
Confusion
Predicted +Predicted -
+1120
-0144
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+11200
-00144
Precision?
1.0
Recall?
1.0
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Freqs
test
numberfreq
0144
192
219
31
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Total Time
11.061279296875
Average Time
0.04320812225341797
Samples
268.0ms3 060×0valid
2.0ms12×1valid
Compiler

Compiled 3 156 to 792 computations (74.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 148.0ms
ival-add: 62.0ms (41.9% of total)
ival-mult: 53.0ms (35.9% of total)
ival-div: 17.0ms (11.5% of total)
ival-sub: 12.0ms (8.1% of total)
ival-true: 2.0ms (1.4% of total)
ival-assert: 1.0ms (0.7% of total)
adjust: 0.0ms (0% of total)

preprocess172.0ms (9.2%)

Memory
5.6MiB live, 43.7MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0163585
1510573
21175568
34566568
01621
02621
14521
29021
323721
450121
5118221
6238221
7512421
8747221
0817619
Stop Event
iter limit
node limit
iter limit
node limit
Calls
Call 1
Inputs
(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))
Outputs
(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))
(/.f64 (fma.f64 (+.f64 (-.f64 z b) a) y (fma.f64 a t (*.f64 z x))) (+.f64 (+.f64 t x) y))
Compiler

Compiled 21 to 16 computations (23.8% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 6 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
58.4%
(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))
Compiler

Compiled 42 to 32 computations (23.8% saved)

simplify20.0ms (1.1%)

Memory
2.8MiB live, 18.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01621
12921
24121
34721
45121
55221
Stop Event
saturated
Calls
Call 1
Inputs
(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))
Outputs
(/.f64 (-.f64 (+.f64 (*.f64 (+.f64 x y) z) (*.f64 (+.f64 t y) a)) (*.f64 y b)) (+.f64 (+.f64 x t) y))
(/.f64 (-.f64 (+.f64 (*.f64 a (+.f64 t y)) (*.f64 z (+.f64 y x))) (*.f64 b y)) (+.f64 (+.f64 t x) y))

soundness0.0ms (0%)

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

Compiled 21 to 16 computations (23.8% saved)

preprocess18.0ms (0.9%)

Memory
-6.5MiB live, 4.1MiB allocated
Compiler

Compiled 246 to 118 computations (52% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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