Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, C

Time bar (total: 2.1s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze11.0ms (0.5%)

Memory
25.4MiB live, 25.4MiB allocated; 0ms collecting garbage
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%99.9%0.1%0%0%0%2
50%50%50%0.1%0%0%0%3
50%50%50%0.1%0%0%0%4
75%74.9%25%0.1%0%0%0%5
75%74.9%25%0.1%0%0%0%6
87.5%87.4%12.5%0.1%0%0%0%7
87.5%87.4%12.5%0.1%0%0%0%8
93.8%93.7%6.2%0.1%0%0%0%9
93.8%93.7%6.2%0.1%0%0%0%10
96.9%96.8%3.1%0.1%0%0%0%11
96.9%96.8%3.1%0.1%0%0%0%12
Compiler

Compiled 7 to 7 computations (0% saved)

sample910.0ms (42.9%)

Memory
8.6MiB live, 1 137.3MiB allocated; 261ms collecting garbage
Samples
617.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 239.0ms
ival-mult: 156.0ms (65.3% of total)
ival-div: 65.0ms (27.2% of total)
ival-true: 7.0ms (2.9% of total)
exact: 6.0ms (2.5% of total)
ival-assert: 3.0ms (1.3% of total)
adjust: 2.0ms (0.8% of total)
Bogosity

explain65.0ms (3.1%)

Memory
-7.5MiB live, 81.9MiB allocated; 14ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
00-0-y
00-0-#s(literal 2 binary64)
00-0-(/.f64 x (*.f64 y #s(literal 2 binary64)))
00-0-x
00-0-(*.f64 y #s(literal 2 binary64))
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
33.0ms512×0valid
Compiler

Compiled 31 to 19 computations (38.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 21.0ms
ival-mult: 16.0ms (77.2% of total)
ival-div: 4.0ms (19.3% of total)
ival-true: 0.0ms (0% of total)
adjust: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess271.0ms (12.8%)

Memory
-4.7MiB live, 201.5MiB allocated; 123ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01432
13430
27630
316330
438330
5157730
6639930
055
075
1125
2225
3425
4875
53125
620125
081695
Stop Event
iter limit
node limit
iter limit
node limit
Calls
Call 1
Inputs
(/.f64 x (*.f64 y #s(literal 2 binary64)))
Outputs
(/.f64 x (*.f64 y #s(literal 2 binary64)))
(/.f64 x (*.f64 #s(literal 2 binary64) y))
Symmetry

(negabs x)

(negabs y)

Compiler

Compiled 5 to 5 computations (0% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated; 0ms collecting garbage
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory
1.3MiB live, 1.3MiB allocated; 0ms collecting garbage
Alt Table
Click to see full alt table
StatusAccuracyProgram
100.0%
(/.f64 x (*.f64 y #s(literal 2 binary64)))
Compiler

Compiled 5 to 5 computations (0% saved)

simplify107.0ms (5.1%)

Memory
-1.8MiB live, 196.5MiB allocated; 14ms collecting garbage
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 y #s(literal 2 binary64))
cost-diff0
(/.f64 x (*.f64 y #s(literal 2 binary64)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0511
0711
11211
22211
34211
48711
531211
6201211
0816911
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
(/.f64 x (*.f64 y #s(literal 2 binary64)))
x
(*.f64 y #s(literal 2 binary64))
y
#s(literal 2 binary64)
Outputs
(/.f64 x (*.f64 y #s(literal 2 binary64)))
(/.f64 x (*.f64 #s(literal 2 binary64) y))
x
(*.f64 y #s(literal 2 binary64))
(*.f64 #s(literal 2 binary64) y)
y
#s(literal 2 binary64)

localize16.0ms (0.7%)

Memory
-15.4MiB live, 31.0MiB allocated; 3ms collecting garbage
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(/.f64 x (*.f64 y #s(literal 2 binary64)))
accuracy0.0
(*.f64 y #s(literal 2 binary64))
Samples
11.0ms256×0valid
Compiler

Compiled 13 to 7 computations (46.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 4.0ms
ival-div: 2.0ms (48.1% of total)
ival-mult: 2.0ms (48.1% of total)
ival-true: 0.0ms (0% of total)
adjust: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series5.0ms (0.2%)

Memory
13.1MiB live, 13.1MiB allocated; 0ms collecting garbage
Counts
2 → 2
Calls
Call 1
Inputs
(/.f64 x (*.f64 y #s(literal 2 binary64)))
(*.f64 y #s(literal 2 binary64))
Outputs
#s(approx (/ x (* y 2)) #s(hole binary64 (* 1/2 (/ x y))))
#s(approx (* y 2) #s(hole binary64 (* 2 y)))
Calls

6 calls:

TimeVariablePointExpression
1.0ms
y
@-inf
((/ x (* y 2)) (* y 2))
1.0ms
y
@0
((/ x (* y 2)) (* y 2))
1.0ms
x
@inf
((/ x (* y 2)) (* y 2))
1.0ms
y
@inf
((/ x (* y 2)) (* y 2))
1.0ms
x
@0
((/ x (* y 2)) (* y 2))

simplify276.0ms (13%)

Memory
-6.0MiB live, 234.7MiB allocated; 20ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01118
11918
23018
35218
410518
541218
6244318
0817718
Stop Event
iter limit
node limit
Counts
2 → 2
Calls
Call 1
Inputs
#s(approx (/ x (* y 2)) #s(hole binary64 (* 1/2 (/ x y))))
#s(approx (* y 2) #s(hole binary64 (* 2 y)))
Outputs
#s(approx (/ x (* y 2)) #s(hole binary64 (* 1/2 (/ x y))))
#s(approx (/ x (* y 2)) (/.f64 x (*.f64 #s(literal 2 binary64) y)))
#s(approx (* y 2) #s(hole binary64 (* 2 y)))
#s(approx (* y 2) (*.f64 #s(literal 2 binary64) y))

rewrite54.0ms (2.5%)

Memory
-8.4MiB live, 37.9MiB allocated; 3ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
058
078
1158
0508
Stop Event
iter limit
iter limit
iter limit
unsound
iter limit
Counts
2 → 15
Calls
Call 1
Inputs
(/.f64 x (*.f64 y #s(literal 2 binary64)))
(*.f64 y #s(literal 2 binary64))
Outputs
(/.f64 (/.f64 x #s(literal 2 binary64)) y)
(/.f64 (neg.f64 (/.f64 x y)) #s(literal -2 binary64))
(/.f64 (neg.f64 (neg.f64 x)) (neg.f64 (*.f64 #s(literal -2 binary64) y)))
(/.f64 (/.f64 x y) #s(literal 2 binary64))
(/.f64 (neg.f64 x) (*.f64 #s(literal -2 binary64) y))
(/.f64 x (*.f64 #s(literal 2 binary64) y))
(neg.f64 (/.f64 (neg.f64 x) (*.f64 #s(literal 2 binary64) y)))
(neg.f64 (/.f64 x (*.f64 #s(literal -2 binary64) y)))
(*.f64 #s(literal 2 binary64) y)
(*.f64 y #s(literal 2 binary64))
(fma.f64 #s(literal 1 binary64) y (*.f64 #s(literal 1 binary64) y))
(fma.f64 y #s(literal 1 binary64) (*.f64 y #s(literal 1 binary64)))
(+.f64 (*.f64 #s(literal 1 binary64) y) (*.f64 #s(literal 1 binary64) y))
(+.f64 (*.f64 y #s(literal 1 binary64)) (*.f64 y #s(literal 1 binary64)))
(+.f64 y y)

eval2.0ms (0.1%)

Memory
4.5MiB live, 4.5MiB allocated; 0ms collecting garbage
Compiler

Compiled 117 to 43 computations (63.2% saved)

prune1.0ms (0%)

Memory
2.7MiB live, 2.7MiB allocated; 0ms collecting garbage
Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New16117
Fresh000
Picked101
Done000
Total17118
Accuracy
100.0%
Counts
18 → 1
Alt Table
Click to see full alt table
StatusAccuracyProgram
100.0%
(/.f64 x (+.f64 y y))
Compiler

Compiled 5 to 4 computations (20% saved)

simplify124.0ms (5.9%)

Memory
32.9MiB live, 121.1MiB allocated; 11ms collecting garbage
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
cost-diff0
(+.f64 y y)
cost-diff0
(/.f64 x (+.f64 y y))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0410
0610
1810
21310
32210
44210
58710
635410
7204610
0822310
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
(/.f64 x (+.f64 y y))
x
(+.f64 y y)
y
Outputs
(/.f64 x (+.f64 y y))
(/.f64 x (*.f64 #s(literal 2 binary64) y))
x
(+.f64 y y)
(*.f64 #s(literal 2 binary64) y)
y

localize45.0ms (2.1%)

Memory
-6.1MiB live, 52.4MiB allocated; 11ms collecting garbage
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(/.f64 x (+.f64 y y))
accuracy0.0
(+.f64 y y)
Samples
40.0ms256×0valid
Compiler

Compiled 12 to 6 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 21.0ms
ival-div: 19.0ms (91.7% of total)
ival-true: 1.0ms (4.8% of total)
ival-add: 1.0ms (4.8% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series20.0ms (0.9%)

Memory
-38.4MiB live, 7.7MiB allocated; 5ms collecting garbage
Counts
2 → 2
Calls
Call 1
Inputs
(/.f64 x (+.f64 y y))
(+.f64 y y)
Outputs
#s(approx (/ x (+ y y)) #s(hole binary64 (* 1/2 (/ x y))))
#s(approx (+ y y) #s(hole binary64 (* 2 y)))
Calls

6 calls:

TimeVariablePointExpression
18.0ms
y
@inf
((/ x (+ y y)) (+ y y))
1.0ms
y
@-inf
((/ x (+ y y)) (+ y y))
0.0ms
y
@0
((/ x (+ y y)) (+ y y))
0.0ms
x
@0
((/ x (+ y y)) (+ y y))
0.0ms
x
@inf
((/ x (+ y y)) (+ y y))

simplify136.0ms (6.4%)

Memory
14.5MiB live, 193.9MiB allocated; 38ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01118
11818
23018
35218
410518
536618
6239318
0812418
Stop Event
iter limit
node limit
Counts
2 → 2
Calls
Call 1
Inputs
#s(approx (/ x (+ y y)) #s(hole binary64 (* 1/2 (/ x y))))
#s(approx (+ y y) #s(hole binary64 (* 2 y)))
Outputs
#s(approx (/ x (+ y y)) #s(hole binary64 (* 1/2 (/ x y))))
#s(approx (/ x (+ y y)) (/.f64 x (*.f64 #s(literal 2 binary64) y)))
#s(approx (+ y y) #s(hole binary64 (* 2 y)))
#s(approx (+ y y) (*.f64 #s(literal 2 binary64) y))

rewrite33.0ms (1.6%)

Memory
12.1MiB live, 56.6MiB allocated; 8ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
048
068
1208
01208
Stop Event
iter limit
iter limit
iter limit
unsound
iter limit
Counts
2 → 21
Calls
Call 1
Inputs
(/.f64 x (+.f64 y y))
(+.f64 y y)
Outputs
(*.f64 (/.f64 x #s(literal 0 binary64)) #s(literal 0 binary64))
(*.f64 (/.f64 x (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64)))
(/.f64 (/.f64 x #s(literal 2 binary64)) y)
(/.f64 (neg.f64 (neg.f64 x)) (*.f64 #s(literal -2 binary64) y))
(/.f64 (neg.f64 x) (*.f64 #s(literal -2 binary64) y))
(/.f64 x (*.f64 #s(literal -2 binary64) y))
(neg.f64 (/.f64 x (*.f64 #s(literal -2 binary64) y)))
(*.f64 #s(literal -2 binary64) y)
(*.f64 #s(literal 2 binary64) (neg.f64 y))
(*.f64 #s(literal 2 binary64) y)
(*.f64 y #s(literal 2 binary64))
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64))))
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64)))
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64))
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64))))
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64)))
(neg.f64 (*.f64 #s(literal -2 binary64) y))
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64)))
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y #s(literal 0 binary64))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y #s(literal 0 binary64))))
(+.f64 (neg.f64 y) (neg.f64 y))
(+.f64 y y)

eval2.0ms (0.1%)

Memory
5.8MiB live, 5.8MiB allocated; 0ms collecting garbage
Compiler

Compiled 194 to 59 computations (69.6% saved)

prune1.0ms (0.1%)

Memory
4.1MiB live, 4.1MiB allocated; 0ms collecting garbage
Pruning

1 alts after pruning (0 fresh and 1 done)

PrunedKeptTotal
New23023
Fresh000
Picked011
Done000
Total23124
Accuracy
100.0%
Counts
24 → 1
Alt Table
Click to see full alt table
StatusAccuracyProgram
100.0%
(/.f64 x (+.f64 y y))
Compiler

Compiled 15 to 11 computations (26.7% saved)

regimes5.0ms (0.2%)

Memory
17.7MiB live, 17.7MiB allocated; 0ms collecting garbage
Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts
2 → 1
Calls
Call 1
Inputs
(/.f64 x (+.f64 y y))
(/.f64 x (*.f64 y #s(literal 2 binary64)))
Outputs
(/.f64 x (+.f64 y y))
Calls

4 calls:

1.0ms
y
1.0ms
(*.f64 y #s(literal 2 binary64))
1.0ms
(/.f64 x (*.f64 y #s(literal 2 binary64)))
1.0ms
x
Results
AccuracySegmentsBranch
100.0%1(*.f64 y #s(literal 2 binary64))
100.0%1(/.f64 x (*.f64 y #s(literal 2 binary64)))
100.0%1x
100.0%1y
Compiler

Compiled 10 to 13 computations (-30% saved)

simplify13.0ms (0.6%)

Memory
-19.2MiB live, 26.0MiB allocated; 10ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
045
Stop Event
saturated
Calls
Call 1
Inputs
(/.f64 x (+.f64 y y))
Outputs
(/.f64 x (+.f64 y y))

derivations1.0ms (0%)

Memory
1.4MiB live, 1.4MiB allocated; 0ms collecting garbage
Stop Event
done
Compiler

Compiled 5 to 4 computations (20% saved)

preprocess24.0ms (1.1%)

Memory
-2.3MiB live, 54.3MiB allocated; 15ms collecting garbage
Remove

(negabs y)

(negabs x)

Compiler

Compiled 40 to 34 computations (15% saved)

end0.0ms (0%)

Memory
0.1MiB live, 0.0MiB allocated; 0ms collecting garbage

Profiling

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