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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
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)

sample704.0ms (68.9%)

Memory

2.3MiB live, 1 077.4MiB allocated

Samples

382.0ms	7 988×	0	valid
19.0ms	160×	1	valid
12.0ms	108×	2	valid

Precisions

Click to see histograms. Total time spent on operations: 228.0ms

ival-mult: 106.0ms (46.4% of total)

ival-add: 102.0ms (44.7% of total)

adjust: 6.0ms (2.6% of total)

ival-true: 6.0ms (2.6% of total)

exact: 5.0ms (2.2% of total)

ival-assert: 3.0ms (1.3% of total)

Bogosity

explain97.0ms (9.5%)

Memory

-7.7MiB live, 122.4MiB allocated

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))`
-	-	`(+.f64 y z)`
-	-	`y`
-	-	`#s(literal 5 binary64)`
-	-	`(*.f64 z #s(literal 5 binary64))`
-	-	`z`
-	-	`(*.f64 x (+.f64 y z))`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	1

Precision?

0/0

Recall?

0/0

Samples

26.0ms	492×	0	valid
1.0ms	10×	2	valid
1.0ms	10×	1	valid

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 (46.1% of total)

ival-add: 5.0ms (38.4% 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)

preprocess3.0ms (0.3%)

Memory

6.3MiB live, 6.3MiB 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

0.8MiB live, 0.8MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	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

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 z #s(literal 5 binary64))
cost-diff	0	(+.f64 y z)
cost-diff	0	(*.f64 x (+.f64 y z))
cost-diff	0	(+.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 (2.6%)

Memory

-5.9MiB live, 30.6MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 y z)
accuracy	0.0	(*.f64 z #s(literal 5 binary64))
accuracy	0.02734375	(*.f64 x (+.f64 y z))
accuracy	0.04296875	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))

Samples

20.0ms	246×	0	valid
1.0ms	5×	2	valid
0.0ms	5×	1	valid

Compiler

Compiled 50 to 18 computations (64% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-add: 3.0ms (47.4% of total)

ival-mult: 3.0ms (47.4% 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)

series6.0ms (0.6%)

Memory

10.0MiB live, 10.0MiB 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:

Time	Variable		Point	Expression
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	x	@	0	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))
1.0ms	y	@	0	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (* z 5))

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB 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

0.6MiB live, 0.6MiB 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: 1.8MiB live, 1.8MiB allocated
Compiler: Compiled 96 to 18 computations (81.3% saved)

prune1.0ms (0.1%)

Memory

2.8MiB live, 2.8MiB allocated

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	5	3	8
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	5	4	9

Accuracy

99.9%

Counts

9 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.9%	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))
▶	8.5%	(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
▶	35.3%	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
▶	66.3%	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))

Compiler

Compiled 50 to 40 computations (20% saved)

simplify1.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 9 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 z #s(literal 5 binary64))
cost-diff	0	(+.f64 y z)
cost-diff	0	#s(approx (* x (+ y z)) (+.f64 y z))
cost-diff	0	(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
cost-diff	0	(*.f64 z #s(literal 5 binary64))
cost-diff	0	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
cost-diff	0	(+.f64 y z)
cost-diff	0	(*.f64 x (+.f64 y z))
cost-diff	0	#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)
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)
y
z
(*.f64 z #s(literal 5 binary64))
#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)
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
#s(approx (* x (+ y z)) (+.f64 y z))
(+.f64 y z)
y
z
(*.f64 z #s(literal 5 binary64))
#s(literal 5 binary64)

localize29.0ms (2.8%)

Memory

1.0MiB live, 37.6MiB allocated

Localize:

Found 9 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 y z)
accuracy	0.0	(*.f64 z #s(literal 5 binary64))
accuracy	0.04296875	(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
accuracy	61.58985340137593	#s(approx (* x (+ y z)) (+.f64 y z))
accuracy	0.0	(*.f64 z #s(literal 5 binary64))
accuracy	41.432752937629665	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
accuracy	0.0	(+.f64 y z)
accuracy	0.02734375	(*.f64 x (+.f64 y z))
accuracy	21.54379073952785	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))

Samples

21.0ms	246×	0	valid
1.0ms	5×	2	valid
1.0ms	5×	1	valid

Compiler

Compiled 134 to 26 computations (80.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 12.0ms

ival-add: 9.0ms (72.2% of total)

ival-mult: 3.0ms (24.1% 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)

series4.0ms (0.4%)

Memory

6.9MiB live, 6.9MiB allocated

Counts

7 → 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))
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
#s(approx (* x (+ 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:

Time	Variable		Point	Expression
0.0ms	z	@	-inf	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5) (+ (* x (+ y z)) (* z 5)) (* x (+ y z)))
0.0ms	x	@	inf	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5) (+ (* x (+ y z)) (* z 5)) (* x (+ y z)))
0.0ms	z	@	inf	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5) (+ (* x (+ y z)) (* z 5)) (* x (+ y z)))
0.0ms	x	@	-inf	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5) (+ (* x (+ y z)) (* z 5)) (* x (+ y z)))
0.0ms	y	@	-inf	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z) (+ (* x (+ y z)) (* z 5)) (* z 5) (+ (* x (+ y z)) (* z 5)) (* x (+ y z)))

simplify0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	egg-herbie

Counts

28 → 7

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))
(+ (* 5 z) (* x z))
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(+ (* 5 z) (+ (* x y) (* x z)))
#s(approx (* x (+ y z)) (+.f64 y z))

rewrite0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Counts

7 → 7

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))
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
#s(approx (* x (+ y z)) (+.f64 y z))

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))
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
#s(approx (* x (+ y z)) (+.f64 y z))

eval1.0ms (0.1%)

Memory: 2.7MiB live, 2.7MiB allocated
Compiler: Compiled 219 to 20 computations (90.9% saved)

prune2.0ms (0.2%)

Memory

4.7MiB live, 4.7MiB allocated

Pruning

5 alts after pruning (1 fresh and 4 done)

	Pruned	Kept	Total
New	12	1	13
Fresh	0	0	0
Picked	0	3	3
Done	0	1	1
Total	12	5	17

Accuracy

99.9%

Counts

17 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.9%	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))
✓	8.5%	(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
✓	35.3%	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
✓	66.3%	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
▶	7.1%	#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))

Compiler

Compiled 69 to 51 computations (26.1% saved)

simplify0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(+.f64 y z)
cost-diff	0	#s(approx (* x (+ y z)) (+.f64 y z))
cost-diff	0	#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

localize24.0ms (2.3%)

Memory

-8.5MiB live, 28.6MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 y z)
accuracy	21.54379073952785	#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))
accuracy	61.58985340137593	#s(approx (* x (+ y z)) (+.f64 y z))

Samples

12.0ms	246×	0	valid
6.0ms	5×	1	valid
1.0ms	5×	2	valid

Compiler

Compiled 54 to 21 computations (61.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 12.0ms

ival-add: 8.0ms (66.2% of total)

ival-mult: 3.0ms (24.8% 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

5.1MiB live, 5.1MiB 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:

Time	Variable		Point	Expression
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	y	@	-inf	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))
0.0ms	x	@	0	((+ (* x (+ y z)) (* z 5)) (* x (+ y z)) (+ y z))

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB 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

0.5MiB live, 0.6MiB 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: 1.1MiB live, 1.1MiB allocated
Compiler: Compiled 86 to 12 computations (86% saved)

prune3.0ms (0.3%)

Memory

5.7MiB live, 5.7MiB allocated

Pruning

5 alts after pruning (0 fresh and 5 done)

	Pruned	Kept	Total
New	4	0	4
Fresh	0	0	0
Picked	0	1	1
Done	0	4	4
Total	4	5	9

Accuracy

99.9%

Counts

9 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.9%	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))
✓	8.5%	(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
✓	35.3%	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 z #s(literal 5 binary64)))
✓	66.3%	#s(approx (+ (* x (+ y z)) (* z 5)) (*.f64 x (+.f64 y z)))
✓	7.1%	#s(approx (+ (* x (+ y z)) (* z 5)) #s(approx (* x (+ y z)) (+.f64 y z)))

Compiler

Compiled 138 to 69 computations (50% saved)

regimes16.0ms (1.6%)

Memory

-27.7MiB live, 19.1MiB allocated

Counts

5 → 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 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))
(+.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:

9.0ms	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))
2.0ms	z
2.0ms	y
2.0ms	x

Results

Accuracy	Segments	Branch
99.9%	1	`x`
99.9%	1	`y`
99.9%	1	`z`
99.9%	1	`(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes9.0ms (0.8%)

Memory

18.8MiB live, 18.8MiB allocated

Counts

4 → 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)))
(+.f64 #s(approx (* x (+ y z)) (+.f64 y z)) (*.f64 z #s(literal 5 binary64)))

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

Accuracy	Segments	Branch
87.6%	3	`x`
69.8%	3	`y`
71.7%	2	`z`
66.3%	1	`(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes11.0ms (1%)

Memory

-20.6MiB live, 17.3MiB 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:

6.0ms	x
2.0ms	z
1.0ms	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))
1.0ms	y

Results

Accuracy	Segments	Branch
35.3%	1	`(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))`
35.3%	1	`y`
35.3%	1	`z`
35.3%	1	`x`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes5.0ms (0.5%)

Memory

14.7MiB live, 14.7MiB 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:

1.0ms	(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))
1.0ms	z
1.0ms	y
1.0ms	x

Results

Accuracy	Segments	Branch
7.1%	1	`z`
7.1%	1	`x`
7.1%	1	`y`
7.1%	1	`(+.f64 (.f64 x (+.f64 y z)) (.f64 z #s(literal 5 binary64)))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

bsearch30.0ms (2.9%)

Memory

-10.8MiB live, 66.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	5.969446520950099e-12	3.6078010586637804e-8
14.0ms	-70775.32303775368	-0.45742618669379304

Samples

15.0ms

272×

valid

Compiler

Compiled 488 to 422 computations (13.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-add: 3.0ms (48.1% of total)

ival-mult: 3.0ms (48.1% of total)

ival-true: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

simplify4.0ms (0.4%)

Memory

14.1MiB live, 14.1MiB 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 -8286623314361713/18014398509481984 binary64)) #s(approx (+ (* x (+ y z)) (* z 5)) (.f64 x (+.f64 y z))) (if (<=.f64 x #s(literal 4704172149284445/618970019642690137449562112 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 -8286623314361713/18014398509481984 binary64)) #s(approx (+ (* x (+ y z)) (* z 5)) (.f64 x (+.f64 y z))) (if (<=.f64 x #s(literal 4704172149284445/618970019642690137449562112 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

3.0MiB live, 3.1MiB allocated

Stop Event

1×

done

Compiler

Compiled 92 to 23 computations (75% saved)

preprocess36.0ms (3.5%)

Memory: -12.7MiB live, 70.6MiB allocated
Compiler: Compiled 220 to 78 computations (64.5% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze0.0ms (0%)

sample704.0ms (68.9%)

explain97.0ms (9.5%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize26.0ms (2.6%)

series6.0ms (0.6%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

simplify1.0ms (0%)

localize29.0ms (2.8%)

series4.0ms (0.4%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

simplify0.0ms (0%)

localize24.0ms (2.3%)

series3.0ms (0.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune3.0ms (0.3%)

regimes16.0ms (1.6%)

regimes9.0ms (0.8%)

regimes11.0ms (1%)

regimes5.0ms (0.5%)

bsearch30.0ms (2.9%)

simplify4.0ms (0.4%)

soundness1.0ms (0.1%)

preprocess36.0ms (3.5%)

end0.0ms (0%)

Profiling