Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, F

Time bar (total: 805.0ms)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.9%0.1%0%0%0%0
100%99.9%0%0.1%0%0%0%1
Compiler

Compiled 7 to 7 computations (0% saved)

sample483.0ms (60%)

Memory
46.5MiB live, 784.9MiB allocated
Samples
293.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 132.0ms
ival-mult: 117.0ms (88.7% of total)
ival-true: 6.0ms (4.5% of total)
exact: 5.0ms (3.8% of total)
ival-assert: 3.0ms (2.3% of total)
Bogosity

explain54.0ms (6.7%)

Memory
-23.5MiB live, 66.0MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
10-0-(*.f64 (*.f64 x #s(literal 27 binary64)) y)
00-0-#s(literal 27 binary64)
00-0-y
00-0-(*.f64 x #s(literal 27 binary64))
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
*.f64(*.f64 (*.f64 x #s(literal 27 binary64)) y)n*o10
Confusion
Predicted +Predicted -
+10
-0255
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+100
-00255
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
0255
11
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
29.0ms512×0valid
Compiler

Compiled 42 to 24 computations (42.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 8.0ms
ival-mult: 7.0ms (92.2% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess25.0ms (3.1%)

Memory
-10.1MiB live, 26.9MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01333
14425
211125
329025
437325
539325
055
075
1115
2185
3205
0205
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Outputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 y (*.f64 #s(literal 27 binary64) x))
Symmetry

(negabs y)

(negabs x)

(sort x y)

Compiler

Compiled 5 to 5 computations (0% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.7%
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Compiler

Compiled 5 to 5 computations (0% saved)

simplify3.0ms (0.3%)

Memory
3.0MiB live, 3.0MiB allocated
Algorithm
egg-herbie
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 x #s(literal 27 binary64))
cost-diff0
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0511
0711
11111
21811
32011
02011
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 x #s(literal 27 binary64))
x
#s(literal 27 binary64)
y
Outputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 y (*.f64 #s(literal 27 binary64) x))
(*.f64 x #s(literal 27 binary64))
(*.f64 #s(literal 27 binary64) x)
x
#s(literal 27 binary64)
y

localize13.0ms (1.6%)

Memory
18.6MiB live, 18.6MiB allocated
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(*.f64 x #s(literal 27 binary64))
accuracy0.1875
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Samples
9.0ms256×0valid
Compiler

Compiled 24 to 12 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 4.0ms
ival-mult: 3.0ms (85% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series8.0ms (1%)

Memory
-31.1MiB live, 5.9MiB allocated
Counts
2 → 2
Calls
Call 1
Inputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 x #s(literal 27 binary64))
Outputs
(* 27 (* x y))
(* 27 x)
Calls

6 calls:

TimeVariablePointExpression
5.0ms
y
@-inf
((* (* x 27) y) (* x 27))
1.0ms
x
@0
((* (* x 27) y) (* x 27))
1.0ms
x
@-inf
((* (* x 27) y) (* x 27))
1.0ms
x
@inf
((* (* x 27) y) (* x 27))
1.0ms
y
@inf
((* (* x 27) y) (* x 27))

simplify3.0ms (0.4%)

Memory
3.6MiB live, 3.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
068
1108
2168
3178
0178
Stop Event
iter limit
saturated
Counts
2 → 2
Calls
Call 1
Inputs
(* 27 (* x y))
(* 27 x)
Outputs
(* 27 (* x y))
(*.f64 (*.f64 y x) #s(literal 27 binary64))
(* 27 x)
(*.f64 #s(literal 27 binary64) x)

rewrite12.0ms (1.5%)

Memory
17.0MiB live, 17.0MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
058
078
1118
2188
3208
0208
Stop Event
iter limit
saturated
iter limit
Counts
2 → 8
Calls
Call 1
Inputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 x #s(literal 27 binary64))
Outputs
(*.f64 (*.f64 y x) #s(literal 27 binary64))
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
(*.f64 y (*.f64 #s(literal 27 binary64) x))
(*.f64 (*.f64 #s(literal 27 binary64) x) y)
(*.f64 #s(literal 27 binary64) (*.f64 y x))
(*.f64 x (*.f64 y #s(literal 27 binary64)))
(*.f64 #s(literal 27 binary64) x)
(*.f64 x #s(literal 27 binary64))

eval1.0ms (0.1%)

Memory
1.8MiB live, 1.8MiB allocated
Compiler

Compiled 60 to 20 computations (66.7% saved)

prune2.0ms (0.2%)

Memory
2.9MiB live, 2.9MiB allocated
Pruning

3 alts after pruning (2 fresh and 1 done)

PrunedKeptTotal
New8210
Fresh000
Picked011
Done000
Total8311
Accuracy
99.9%
Counts
11 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.6%
(*.f64 (*.f64 y x) #s(literal 27 binary64))
99.3%
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
99.7%
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Compiler

Compiled 15 to 15 computations (0% saved)

simplify3.0ms (0.3%)

Memory
3.0MiB live, 3.0MiB allocated
Algorithm
egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 y x)
cost-diff0
(*.f64 (*.f64 y x) #s(literal 27 binary64))
cost-diff0
(*.f64 y #s(literal 27 binary64))
cost-diff0
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0722
01122
11922
22122
02122
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
(*.f64 y #s(literal 27 binary64))
y
#s(literal 27 binary64)
x
(*.f64 (*.f64 y x) #s(literal 27 binary64))
(*.f64 y x)
y
x
#s(literal 27 binary64)
Outputs
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
(*.f64 x (*.f64 #s(literal 27 binary64) y))
(*.f64 y #s(literal 27 binary64))
(*.f64 #s(literal 27 binary64) y)
y
#s(literal 27 binary64)
x
(*.f64 (*.f64 y x) #s(literal 27 binary64))
(*.f64 x (*.f64 #s(literal 27 binary64) y))
(*.f64 y x)
(*.f64 x y)
y
x
#s(literal 27 binary64)

localize25.0ms (3.1%)

Memory
-15.9MiB live, 27.2MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(*.f64 y x)
accuracy0.27106373993272953
(*.f64 (*.f64 y x) #s(literal 27 binary64))
accuracy0.0
(*.f64 y #s(literal 27 binary64))
accuracy0.4661973221445309
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
Samples
20.0ms256×0valid
Compiler

Compiled 46 to 16 computations (65.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 8.0ms
ival-mult: 7.0ms (90.3% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series4.0ms (0.4%)

Memory
5.5MiB live, 5.5MiB allocated
Counts
4 → 3
Calls
Call 1
Inputs
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
(*.f64 y #s(literal 27 binary64))
(*.f64 (*.f64 y x) #s(literal 27 binary64))
(*.f64 y x)
Outputs
(* 27 (* x y))
(* x y)
(* 27 y)
Calls

6 calls:

TimeVariablePointExpression
1.0ms
y
@inf
((* (* y 27) x) (* y 27) (* (* y x) 27) (* y x))
1.0ms
y
@-inf
((* (* y 27) x) (* y 27) (* (* y x) 27) (* y x))
1.0ms
x
@-inf
((* (* y 27) x) (* y 27) (* (* y x) 27) (* y x))
0.0ms
y
@0
((* (* y 27) x) (* y 27) (* (* y x) 27) (* y x))
0.0ms
x
@inf
((* (* y 27) x) (* y 27) (* (* y x) 27) (* y x))

simplify2.0ms (0.3%)

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

Useful iterations: 0 (0.0ms)

IterNodesCost
0611
11111
21611
01611
Stop Event
iter limit
saturated
Counts
3 → 3
Calls
Call 1
Inputs
(* 27 (* x y))
(* x y)
(* 27 y)
Outputs
(* 27 (* x y))
(*.f64 (*.f64 x y) #s(literal 27 binary64))
(* x y)
(*.f64 x y)
(* 27 y)
(*.f64 #s(literal 27 binary64) y)

rewrite6.0ms (0.7%)

Memory
7.1MiB live, 7.1MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0716
01116
11916
22116
02116
Stop Event
iter limit
saturated
iter limit
Counts
4 → 16
Calls
Call 1
Inputs
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
(*.f64 y #s(literal 27 binary64))
(*.f64 (*.f64 y x) #s(literal 27 binary64))
(*.f64 y x)
Outputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 (*.f64 x y) #s(literal 27 binary64))
(*.f64 x (*.f64 #s(literal 27 binary64) y))
(*.f64 (*.f64 #s(literal 27 binary64) y) x)
(*.f64 #s(literal 27 binary64) (*.f64 x y))
(*.f64 y (*.f64 x #s(literal 27 binary64)))
(*.f64 #s(literal 27 binary64) y)
(*.f64 y #s(literal 27 binary64))
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 (*.f64 x y) #s(literal 27 binary64))
(*.f64 x (*.f64 #s(literal 27 binary64) y))
(*.f64 (*.f64 #s(literal 27 binary64) y) x)
(*.f64 #s(literal 27 binary64) (*.f64 x y))
(*.f64 y (*.f64 x #s(literal 27 binary64)))
(*.f64 x y)
(*.f64 y x)

eval1.0ms (0.1%)

Memory
2.3MiB live, 2.3MiB allocated
Compiler

Compiled 79 to 25 computations (68.4% saved)

prune3.0ms (0.3%)

Memory
4.9MiB live, 4.9MiB allocated
Pruning

3 alts after pruning (0 fresh and 3 done)

PrunedKeptTotal
New13013
Fresh000
Picked022
Done011
Total13316
Accuracy
99.9%
Counts
16 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.6%
(*.f64 (*.f64 y x) #s(literal 27 binary64))
99.3%
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
99.7%
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Compiler

Compiled 30 to 24 computations (20% saved)

regimes11.0ms (1.4%)

Memory
-22.1MiB live, 15.7MiB allocated
Accuracy

Total -0.5b remaining (-274.5%)

Threshold costs -0.5b (-274.5%)

Counts
3 → 1
Calls
Call 1
Inputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
(*.f64 (*.f64 y #s(literal 27 binary64)) x)
(*.f64 (*.f64 y x) #s(literal 27 binary64))
Outputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Calls

4 calls:

6.0ms
(*.f64 x #s(literal 27 binary64))
2.0ms
y
1.0ms
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
1.0ms
x
Results
AccuracySegmentsBranch
99.7%1x
99.7%1y
99.7%1(*.f64 (*.f64 x #s(literal 27 binary64)) y)
99.7%1(*.f64 x #s(literal 27 binary64))
Compiler

Compiled 10 to 13 computations (-30% saved)

simplify8.0ms (1%)

Memory
14.0MiB live, 14.0MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
055
Stop Event
saturated
Calls
Call 1
Inputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)
Outputs
(*.f64 (*.f64 x #s(literal 27 binary64)) y)

soundness0.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Stop Event
done
Compiler

Compiled 5 to 5 computations (0% saved)

preprocess139.0ms (17.3%)

Memory
12.9MiB live, 166.9MiB allocated
Remove

(negabs x)

Compiler

Compiled 120 to 120 computations (0% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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