Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, C

Time bar (total: 970.0ms)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated
Algorithm
1×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 11 to 10 computations (9.1% saved)

sample655.0ms (67.5%)

Memory
36.7MiB live, 1 118.6MiB allocated
Samples
374.0ms7 989×0valid
15.0ms163×1valid
11.0ms104×2valid
Precisions
Click to see histograms. Total time spent on operations: 218.0ms
ival-mult: 108.0ms (49.7% of total)
ival-add: 91.0ms (41.8% of total)
adjust: 6.0ms (2.8% of total)
ival-true: 5.0ms (2.3% of total)
exact: 4.0ms (1.8% of total)
ival-assert: 3.0ms (1.4% of total)
Bogosity

explain100.0ms (10.4%)

Memory
-6.1MiB live, 122.3MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
00-0-(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
00-0-(+.f64 y z)
00-0-y
00-0-#s(literal 5 binary64)
00-0-(*.f64 z #s(literal 5 binary64))
00-0-z
00-0-(*.f64 x (+.f64 y z))
00-0-x
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
26.0ms492×0valid
2.0ms12×2valid
1.0ms8×1valid
Compiler

Compiled 85 to 36 computations (57.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 13.0ms
ival-mult: 6.0ms (46.8% of total)
ival-add: 5.0ms (39% of total)
adjust: 1.0ms (7.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess3.0ms (0.3%)

Memory
6.0MiB live, 6.0MiB allocated
Algorithm
1×egg-herbie
Calls
Call 1
Inputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Outputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated
Compiler

Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory
1.0MiB live, 1.0MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶99.9%
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify0.0ms (0%)

Memory
0.9MiB live, 0.9MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 z #s(literal 5 binary64))
cost-diff0
(+.f64 y z)
cost-diff0
(*.f64 x (+.f64 y z))
cost-diff0
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Calls
Call 1
Inputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(*.f64 x (+.f64 y z))
x
(+.f64 y z)
y
z
(*.f64 z #s(literal 5 binary64))
#s(literal 5 binary64)
Outputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(*.f64 x (+.f64 y z))
x
(+.f64 y z)
y
z
(*.f64 z #s(literal 5 binary64))
#s(literal 5 binary64)

localize26.0ms (2.7%)

Memory
4.7MiB live, 41.7MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(+.f64 y z)
accuracy0.0
(*.f64 z #s(literal 5 binary64))
accuracy0.01171875
(*.f64 x (+.f64 y z))
accuracy0.05859375
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Samples
19.0ms246×0valid
1.0ms6×2valid
0.0ms4×1valid
Compiler

Compiled 50 to 18 computations (64% saved)

Precisions
Click to see histograms. Total time spent on operations: 13.0ms
ival-add: 10.0ms (74.9% of total)
ival-mult: 3.0ms (22.5% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series11.0ms (1.1%)

Memory
-29.9MiB live, 19.2MiB allocated
Counts
4 → 28
Calls
Call 1
Inputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(*.f64 x (+.f64 y z))
(+.f64 y z)
(*.f64 z #s(literal 5 binary64))
Outputs
(* 5 z)
(+ (* 5 z) (* x (+ y z)))
(* x (+ y z))
(* x (+ y (+ z (* 5 (/ z x)))))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(+ (* 5 z) (* x z))
(+ (* 5 z) (+ (* x y) (* x z)))
(* x z)
(+ (* x y) (* x z))
z
(+ y z)
(* x y)
(* y (+ x (+ (* 5 (/ z y)) (/ (* x z) y))))
(* y (+ x (/ (* x z) y)))
y
(* y (+ 1 (/ z y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (+ (* 5 z) (* x z)) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ z y)) 1)))
(+ (* x y) (* z (+ 5 x)))
(* z (+ 5 x))
(* z (+ 5 (+ x (/ (* x y) z))))
(* z (+ x (/ (* x y) z)))
(* z (+ 1 (/ y z)))
(* -1 (* z (- (* -1 x) 5)))
(* -1 (* z (- (+ (* -1 x) (* -1 (/ (* x y) z))) 5)))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* x y) z)))))
(* -1 (* z (- (* -1 (/ y z)) 1)))
Calls

9 calls:

TimeVariablePointExpression
5.0ms
y
@0
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))
1.0ms
z
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))
1.0ms
x
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))
1.0ms
z
@-inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))
1.0ms
y
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))

simplify0.0ms (0%)

Memory
1.1MiB live, 1.1MiB allocated
Algorithm
1×egg-herbie
Counts
28 → 4
Calls
Call 1
Inputs
(* 5 z)
(+ (* 5 z) (* x (+ y z)))
(* x (+ y z))
(* x (+ y (+ z (* 5 (/ z x)))))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(+ (* 5 z) (* x z))
(+ (* 5 z) (+ (* x y) (* x z)))
(* x z)
(+ (* x y) (* x z))
z
(+ y z)
(* x y)
(* y (+ x (+ (* 5 (/ z y)) (/ (* x z) y))))
(* y (+ x (/ (* x z) y)))
y
(* y (+ 1 (/ z y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (+ (* 5 z) (* x z)) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ z y)) 1)))
(+ (* x y) (* z (+ 5 x)))
(* z (+ 5 x))
(* z (+ 5 (+ x (/ (* x y) z))))
(* z (+ x (/ (* x y) z)))
(* z (+ 1 (/ y z)))
(* -1 (* z (- (* -1 x) 5)))
(* -1 (* z (- (+ (* -1 x) (* -1 (/ (* x y) z))) 5)))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* x y) z)))))
(* -1 (* z (- (* -1 (/ y z)) 1)))
Outputs
(* 5 z)
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(+ (* 5 z) (* x (+ y z)))
(*.f64 x (+.f64 y z))
(* x (+ y z))
(+.f64 y z)
(* x (+ y (+ z (* 5 (/ z x)))))
(*.f64 z #s(literal 5 binary64))

rewrite0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Counts
4 → 4
Calls
Call 1
Inputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(*.f64 x (+.f64 y z))
(+.f64 y z)
(*.f64 z #s(literal 5 binary64))
Outputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(*.f64 x (+.f64 y z))
(+.f64 y z)
(*.f64 z #s(literal 5 binary64))

eval1.0ms (0.1%)

Memory
2.4MiB live, 2.4MiB allocated
Compiler

Compiled 96 to 18 computations (81.3% saved)

prune1.0ms (0.1%)

Memory
2.9MiB live, 2.9MiB allocated
Pruning

3 alts after pruning (2 fresh and 1 done)

PrunedKeptTotal
New628
Fresh000
Picked011
Done000
Total639
Accuracy
99.9%
Counts
9 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
✓99.9%
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
▶35.6%
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
▶65.7%
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
Compiler

Compiled 37 to 30 computations (18.9% saved)

simplify0.0ms (0%)

Memory
1.6MiB live, 1.6MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 5 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 z #s(literal 5 binary64))
cost-diff0
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
cost-diff0
(+.f64 y z)
cost-diff0
(*.f64 x (+.f64 y z))
cost-diff0
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(*.f64 x (+.f64 y z))
x
(+.f64 y z)
y
z
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
(*.f64 z #s(literal 5 binary64))
z
#s(literal 5 binary64)
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(*.f64 x (+.f64 y z))
x
(+.f64 y z)
y
z
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
(*.f64 z #s(literal 5 binary64))
z
#s(literal 5 binary64)

localize22.0ms (2.3%)

Memory
13.9MiB live, 52.3MiB allocated
Localize:

Found 5 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(*.f64 z #s(literal 5 binary64))
accuracy41.22036772700205
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
accuracy0.0
(+.f64 y z)
accuracy0.01171875
(*.f64 x (+.f64 y z))
accuracy21.965212275920482
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
Samples
16.0ms246×0valid
1.0ms6×2valid
0.0ms4×1valid
Compiler

Compiled 80 to 24 computations (70% saved)

Precisions
Click to see histograms. Total time spent on operations: 6.0ms
ival-add: 3.0ms (47.6% of total)
ival-mult: 3.0ms (47.6% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series7.0ms (0.7%)

Memory
-30.8MiB live, 7.8MiB allocated
Counts
5 → 28
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(*.f64 x (+.f64 y z))
(+.f64 y z)
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
(*.f64 z #s(literal 5 binary64))
Outputs
(* 5 z)
(+ (* 5 z) (* x (+ y z)))
(* x (+ y z))
(* x (+ y (+ z (* 5 (/ z x)))))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(+ (* 5 z) (* x z))
(+ (* 5 z) (+ (* x y) (* x z)))
(* x z)
(+ (* x y) (* x z))
z
(+ y z)
(* x y)
(* y (+ x (+ (* 5 (/ z y)) (/ (* x z) y))))
(* y (+ x (/ (* x z) y)))
y
(* y (+ 1 (/ z y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (+ (* 5 z) (* x z)) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ z y)) 1)))
(+ (* x y) (* z (+ 5 x)))
(* z (+ 5 x))
(* z (+ 5 (+ x (/ (* x y) z))))
(* z (+ x (/ (* x y) z)))
(* z (+ 1 (/ y z)))
(* -1 (* z (- (* -1 x) 5)))
(* -1 (* z (- (+ (* -1 x) (* -1 (/ (* x y) z))) 5)))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* x y) z)))))
(* -1 (* z (- (* -1 (/ y z)) 1)))
Calls

9 calls:

TimeVariablePointExpression
4.0ms
z
@-inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5))
0.0ms
z
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5))
0.0ms
x
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5))
0.0ms
x
@-inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5))
0.0ms
y
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5))

simplify0.0ms (0%)

Memory
0.9MiB live, 0.9MiB allocated
Algorithm
1×egg-herbie
Counts
28 → 5
Calls
Call 1
Inputs
(* 5 z)
(+ (* 5 z) (* x (+ y z)))
(* x (+ y z))
(* x (+ y (+ z (* 5 (/ z x)))))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(+ (* 5 z) (* x z))
(+ (* 5 z) (+ (* x y) (* x z)))
(* x z)
(+ (* x y) (* x z))
z
(+ y z)
(* x y)
(* y (+ x (+ (* 5 (/ z y)) (/ (* x z) y))))
(* y (+ x (/ (* x z) y)))
y
(* y (+ 1 (/ z y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (+ (* 5 z) (* x z)) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ z y)) 1)))
(+ (* x y) (* z (+ 5 x)))
(* z (+ 5 x))
(* z (+ 5 (+ x (/ (* x y) z))))
(* z (+ x (/ (* x y) z)))
(* z (+ 1 (/ y z)))
(* -1 (* z (- (* -1 x) 5)))
(* -1 (* z (- (+ (* -1 x) (* -1 (/ (* x y) z))) 5)))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* x y) z)))))
(* -1 (* z (- (* -1 (/ y z)) 1)))
Outputs
(* 5 z)
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(+ (* 5 z) (* x (+ y z)))
(*.f64 x (+.f64 y z))
(* x (+ y z))
(+.f64 y z)
(* x (+ y (+ z (* 5 (/ z x)))))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(*.f64 z #s(literal 5 binary64))

rewrite0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Counts
5 → 5
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(*.f64 x (+.f64 y z))
(+.f64 y z)
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
(*.f64 z #s(literal 5 binary64))
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(*.f64 x (+.f64 y z))
(+.f64 y z)
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
(*.f64 z #s(literal 5 binary64))

eval1.0ms (0.1%)

Memory
2.2MiB live, 2.2MiB allocated
Compiler

Compiled 138 to 18 computations (87% saved)

prune2.0ms (0.2%)

Memory
5.2MiB live, 5.2MiB allocated
Pruning

4 alts after pruning (1 fresh and 3 done)

PrunedKeptTotal
New718
Fresh000
Picked022
Done011
Total7411
Accuracy
99.9%
Counts
11 → 4
Alt Table
Click to see full alt table
StatusAccuracyProgram
✓99.9%
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
✓35.6%
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
✓65.7%
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
▶6.7%
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
Compiler

Compiled 56 to 41 computations (26.8% saved)

simplify0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
cost-diff0
(+.f64 y z)
cost-diff0
#s(approx (* x (+ y z)) (+.f64 y z))
cost-diff0
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)
y
z
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)
y
z

localize22.0ms (2.2%)

Memory
-2.3MiB live, 35.6MiB allocated
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(+.f64 y z)
accuracy21.965212275920482
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
accuracy61.8754119887865
#s(approx (* x (+ y z)) (+.f64 y z))
Samples
16.0ms246×0valid
1.0ms6×2valid
0.0ms4×1valid
Compiler

Compiled 54 to 21 computations (61.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 11.0ms
ival-add: 7.0ms (66.3% of total)
ival-mult: 3.0ms (28.4% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series3.0ms (0.3%)

Memory
6.4MiB live, 6.4MiB allocated
Counts
3 → 28
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)
Outputs
(* 5 z)
(+ (* 5 z) (* x (+ y z)))
(* x (+ y z))
(* x (+ y (+ z (* 5 (/ z x)))))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(+ (* 5 z) (* x z))
(+ (* 5 z) (+ (* x y) (* x z)))
(* x z)
(+ (* x y) (* x z))
z
(+ y z)
(* x y)
(* y (+ x (+ (* 5 (/ z y)) (/ (* x z) y))))
(* y (+ x (/ (* x z) y)))
y
(* y (+ 1 (/ z y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (+ (* 5 z) (* x z)) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ z y)) 1)))
(+ (* x y) (* z (+ 5 x)))
(* z (+ 5 x))
(* z (+ 5 (+ x (/ (* x y) z))))
(* z (+ x (/ (* x y) z)))
(* z (+ 1 (/ y z)))
(* -1 (* z (- (* -1 x) 5)))
(* -1 (* z (- (+ (* -1 x) (* -1 (/ (* x y) z))) 5)))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* x y) z)))))
(* -1 (* z (- (* -1 (/ y z)) 1)))
Calls

9 calls:

TimeVariablePointExpression
0.0ms
x
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))
0.0ms
x
@-inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))
0.0ms
z
@-inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))
0.0ms
z
@inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))
0.0ms
y
@-inf
((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))

simplify0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Algorithm
1×egg-herbie
Counts
28 → 3
Calls
Call 1
Inputs
(* 5 z)
(+ (* 5 z) (* x (+ y z)))
(* x (+ y z))
(* x (+ y (+ z (* 5 (/ z x)))))
(* -1 (* x (+ (* -5 (/ z x)) (* -1 (+ y z)))))
(+ (* 5 z) (* x z))
(+ (* 5 z) (+ (* x y) (* x z)))
(* x z)
(+ (* x y) (* x z))
z
(+ y z)
(* x y)
(* y (+ x (+ (* 5 (/ z y)) (/ (* x z) y))))
(* y (+ x (/ (* x z) y)))
y
(* y (+ 1 (/ z y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (+ (* 5 z) (* x z)) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ z y)) 1)))
(+ (* x y) (* z (+ 5 x)))
(* z (+ 5 x))
(* z (+ 5 (+ x (/ (* x y) z))))
(* z (+ x (/ (* x y) z)))
(* z (+ 1 (/ y z)))
(* -1 (* z (- (* -1 x) 5)))
(* -1 (* z (- (+ (* -1 x) (* -1 (/ (* x y) z))) 5)))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* x y) z)))))
(* -1 (* z (- (* -1 (/ y z)) 1)))
Outputs
(* 5 z)
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
(+ (* 5 z) (* x (+ y z)))
#s(approx (* x (+ y z)) (+.f64 y z))
(* x (+ y z))
(+.f64 y z)

rewrite0.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Counts
3 → 3
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)

eval1.0ms (0.1%)

Memory
1.2MiB live, 1.2MiB allocated
Compiler

Compiled 86 to 12 computations (86% saved)

prune3.0ms (0.3%)

Memory
6.3MiB live, 6.3MiB allocated
Pruning

4 alts after pruning (0 fresh and 4 done)

PrunedKeptTotal
New404
Fresh000
Picked011
Done033
Total448
Accuracy
99.9%
Counts
8 → 4
Alt Table
Click to see full alt table
StatusAccuracyProgram
✓99.9%
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
✓35.6%
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
✓65.7%
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
✓6.7%
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
Compiler

Compiled 112 to 58 computations (48.2% saved)

regimes13.0ms (1.3%)

Memory
-21.0MiB live, 23.8MiB allocated
Counts
4 → 1
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Outputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Calls

4 calls:

6.0ms
y
2.0ms
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
2.0ms
z
2.0ms
x
Results
AccuracySegmentsBranch
99.9%1x
99.9%1y
99.9%1z
99.9%1(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes8.0ms (0.8%)

Memory
17.2MiB live, 17.2MiB allocated
Counts
3 → 3
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
Calls

4 calls:

2.0ms
z
2.0ms
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
2.0ms
y
2.0ms
x
Results
AccuracySegmentsBranch
88.8%3x
65.7%1y
72.2%4z
71.4%3(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes6.0ms (0.6%)

Memory
13.9MiB live, 13.9MiB allocated
Counts
2 → 1
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
Calls

4 calls:

1.0ms
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
1.0ms
x
1.0ms
y
1.0ms
z
Results
AccuracySegmentsBranch
35.6%1y
35.6%1z
35.6%1(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
35.6%1x
Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes9.0ms (0.9%)

Memory
-26.2MiB live, 12.0MiB allocated
Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts
1 → 1
Calls
Call 1
Inputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
Outputs
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
Calls

4 calls:

5.0ms
x
1.0ms
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
1.0ms
y
1.0ms
z
Results
AccuracySegmentsBranch
6.7%1z
6.7%1y
6.7%1x
6.7%1(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
Compiler

Compiled 12 to 17 computations (-41.7% saved)

bsearch26.0ms (2.7%)

Memory
-2.5MiB live, 35.0MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
13.0ms
1.5275172135496086e-59
5.782472681659603e-47
7.0ms
-8.580383094077021e-96
-3.6344682969159323e-96
Samples
10.0ms229×0valid
1.0ms11×1valid
Compiler

Compiled 432 to 374 computations (13.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 6.0ms
ival-mult: 3.0ms (52.4% of total)
ival-add: 2.0ms (34.9% of total)
adjust: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

simplify5.0ms (0.5%)

Memory
10.7MiB live, 10.7MiB allocated
Algorithm
1×egg-herbie
Calls
Call 1
Inputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(if (<=.f64 x #s(literal -5110428660115861/601226901190101306339707032778070279008174732520529886901066488712245510429339761526706943586500787976175353856 binary64)) #s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z))) (if (<=.f64 x #s(literal 6713658593870521/13164036458569648337239753460458804039861886925068638906788872192 binary64)) #s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64))) #s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
Outputs
(+.f64 (*.f64 x (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(if (<=.f64 x #s(literal -5110428660115861/601226901190101306339707032778070279008174732520529886901066488712245510429339761526706943586500787976175353856 binary64)) #s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z))) (if (<=.f64 x #s(literal 6713658593870521/13164036458569648337239753460458804039861886925068638906788872192 binary64)) #s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64))) #s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))))
#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))

soundness1.0ms (0.1%)

Memory
1.8MiB live, 1.8MiB allocated
Stop Event
1×done
Compiler

Compiled 92 to 23 computations (75% saved)

preprocess41.0ms (4.2%)

Memory
-15.5MiB live, 65.3MiB allocated
Compiler

Compiled 220 to 78 computations (64.5% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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