Metrics for Graphics.Rendering.Chart.Drawing:drawTextsR from Chart-1.5.3

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory

0.5MiB live, 0.5MiB 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)

sample676.0ms (74.9%)

Memory

0.6MiB live, 947.2MiB allocated

Samples

438.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 233.0ms

ival-mult: 130.0ms (55.7% of total)

ival-add: 46.0ms (19.7% of total)

ival-sub: 42.0ms (18% of total)

ival-true: 7.0ms (3% of total)

exact: 5.0ms (2.1% of total)

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

Bogosity

explain75.0ms (8.3%)

Memory

14.2MiB live, 136.6MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
5	-	-	`(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))`
0	-	-	`(*.f64 (-.f64 x #s(literal 1 binary64)) z)`
0	-	-	`y`
0	-	-	`(-.f64 x #s(literal 1 binary64))`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 x y)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`+.f64`	`(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))`	nan-rescue	5	0
↳	`(*.f64 x y)`	overflow	28
↳	`(*.f64 (-.f64 x #s(literal 1 binary64)) z)`	overflow	30

Confusion

	Predicted +	Predicted -
+	5	0
-	0	251

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	5	0	0
-	0	0	251

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	251
1	5

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

29.0ms

512×

valid

Compiler

Compiled 85 to 36 computations (57.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 14.0ms

ival-mult: 8.0ms (57.4% of total)

ival-sub: 3.0ms (21.5% of total)

ival-add: 2.0ms (14.3% of total)

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

exact: 0.0ms (0% of total)

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

preprocess3.0ms (0.4%)

Memory

7.0MiB live, 7.0MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Outputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.0%	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	(*.f64 (-.f64 x #s(literal 1 binary64)) z)
cost-diff	0	(*.f64 x y)
cost-diff	0	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 x y)
x
y
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
#s(literal 1 binary64)
z

Outputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 x y)
x
y
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
#s(literal 1 binary64)
z

localize21.0ms (2.3%)

Memory

-2.0MiB live, 35.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 x #s(literal 1 binary64))
accuracy	0.0	(*.f64 x y)
accuracy	0.0078125	(*.f64 (-.f64 x #s(literal 1 binary64)) z)
accuracy	1.1679625574906174	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Samples

16.0ms

256×

valid

Compiler

Compiled 50 to 18 computations (64% saved)

Precisions

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

ival-mult: 4.0ms (61.9% of total)

ival-sub: 1.0ms (15.5% of total)

ival-add: 1.0ms (15.5% of total)

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

exact: 0.0ms (0% of total)

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

series6.0ms (0.7%)

Memory

11.3MiB live, 11.3MiB allocated

Counts

4 → 22

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 x y)
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))

Outputs
(* -1 z)
(+ (* -1 z) (* x (+ y z)))
(* x y)
(+ (* -1 z) (* x z))
-1
(- x 1)
(* x (+ y z))
(* x (+ y (+ z (* -1 (/ z x)))))
(* x z)
(* x (+ z (* -1 (/ z x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 y) (* -1 z))))
(* -1 (* x (+ (* -1 y) (+ (* -1 z) (/ z x)))))
(* -1 (* x (+ (* -1 z) (/ z x))))
(* -1 (* x (- (/ 1 x) 1)))
(* z (- x 1))
(+ (* x y) (* z (- x 1)))
(* y (+ x (/ (* z (- x 1)) y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* z (- x 1)) y)))))
(* z (- (+ x (/ (* x y) z)) 1))
(* -1 (* z (+ (* -1 (- x 1)) (* -1 (/ (* x y) z)))))

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	x	@	-inf	((+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1))
1.0ms	z	@	0	((+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1))
1.0ms	x	@	inf	((+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1))
1.0ms	x	@	0	((+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1))
1.0ms	z	@	inf	((+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1))

simplify0.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

1×	egg-herbie

Counts

22 → 4

Calls

Call 1

Inputs
(* -1 z)
(+ (* -1 z) (* x (+ y z)))
(* x y)
(+ (* -1 z) (* x z))
-1
(- x 1)
(* x (+ y z))
(* x (+ y (+ z (* -1 (/ z x)))))
(* x z)
(* x (+ z (* -1 (/ z x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 y) (* -1 z))))
(* -1 (* x (+ (* -1 y) (+ (* -1 z) (/ z x)))))
(* -1 (* x (+ (* -1 z) (/ z x))))
(* -1 (* x (- (/ 1 x) 1)))
(* z (- x 1))
(+ (* x y) (* z (- x 1)))
(* y (+ x (/ (* z (- x 1)) y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* z (- x 1)) y)))))
(* z (- (+ x (/ (* x y) z)) 1))
(* -1 (* z (+ (* -1 (- x 1)) (* -1 (/ (* x y) z)))))

Outputs
(* -1 z)
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(+ (* -1 z) (* x (+ y z)))
(*.f64 x y)
(* x y)
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(+ (* -1 z) (* x z))
(-.f64 x #s(literal 1 binary64))

rewrite0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Counts

4 → 4

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 x y)
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))

Outputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 x y)
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))

eval1.0ms (0.1%)

Memory: 1.9MiB live, 1.9MiB allocated
Compiler: Compiled 96 to 19 computations (80.2% saved)

prune1.0ms (0.2%)

Memory

3.2MiB live, 3.2MiB 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

100.0%

Counts

9 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.0%	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
▶	31.0%	(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
▶	20.8%	(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
▶	44.1%	#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

Compiler

Compiled 50 to 38 computations (24% saved)

simplify3.0ms (0.3%)

Memory

-39.3MiB live, 1.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 10 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
cost-diff	0	(*.f64 x y)
cost-diff	0	(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	(*.f64 (-.f64 x #s(literal 1 binary64)) z)
cost-diff	0	#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
cost-diff	0	(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
cost-diff	0	(*.f64 x y)
cost-diff	0	#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(*.f64 x y)
x
y
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
z
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
(*.f64 x y)
x
y
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
#s(literal 1 binary64)

Outputs
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(*.f64 x y)
x
y
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
z
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
(*.f64 x y)
x
y
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
#s(literal 1 binary64)

localize25.0ms (2.8%)

Memory

6.8MiB live, 45.5MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 x #s(literal 1 binary64))
accuracy	0.0	(*.f64 x y)
accuracy	1.1679625574906174	(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
accuracy	61.60632982114133	#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
accuracy	0.0	(-.f64 x #s(literal 1 binary64))
accuracy	0.0078125	(*.f64 (-.f64 x #s(literal 1 binary64)) z)
accuracy	1.1679625574906174	(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
accuracy	61.45474407831783	#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
accuracy	0.0	(*.f64 x y)
accuracy	35.805457946440754	#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

Samples

16.0ms

256×

valid

Compiler

Compiled 146 to 27 computations (81.5% saved)

Precisions

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

ival-mult: 4.0ms (62.2% of total)

ival-sub: 1.0ms (15.6% of total)

ival-add: 1.0ms (15.6% of total)

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

exact: 0.0ms (0% of total)

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

series4.0ms (0.5%)

Memory

11.2MiB live, 11.2MiB allocated

Counts

8 → 22

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(*.f64 x y)
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))

Outputs
(* -1 z)
(+ (* -1 z) (* x (+ y z)))
(* x y)
(+ (* -1 z) (* x z))
-1
(- x 1)
(* x (+ y z))
(* x (+ y (+ z (* -1 (/ z x)))))
(* x z)
(* x (+ z (* -1 (/ z x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 y) (* -1 z))))
(* -1 (* x (+ (* -1 y) (+ (* -1 z) (/ z x)))))
(* -1 (* x (+ (* -1 z) (/ z x))))
(* -1 (* x (- (/ 1 x) 1)))
(* z (- x 1))
(+ (* x y) (* z (- x 1)))
(* y (+ x (/ (* z (- x 1)) y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* z (- x 1)) y)))))
(* z (- (+ x (/ (* x y) z)) 1))
(* -1 (* z (+ (* -1 (- x 1)) (* -1 (/ (* x y) z)))))

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	x	@	-inf	((+ (* x y) (* (- x 1) z)) (* x y) (+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1) (+ (* x y) (* (- x 1) z)) (* (- x 1) z))
0.0ms	z	@	inf	((+ (* x y) (* (- x 1) z)) (* x y) (+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1) (+ (* x y) (* (- x 1) z)) (* (- x 1) z))
0.0ms	x	@	inf	((+ (* x y) (* (- x 1) z)) (* x y) (+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1) (+ (* x y) (* (- x 1) z)) (* (- x 1) z))
0.0ms	z	@	-inf	((+ (* x y) (* (- x 1) z)) (* x y) (+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1) (+ (* x y) (* (- x 1) z)) (* (- x 1) z))
0.0ms	y	@	-inf	((+ (* x y) (* (- x 1) z)) (* x y) (+ (* x y) (* (- x 1) z)) (* x y) (* (- x 1) z) (- x 1) (+ (* x y) (* (- x 1) z)) (* (- x 1) z))

simplify0.0ms (0%)

Memory

1.4MiB live, 1.4MiB allocated

Algorithm

1×	egg-herbie

Counts

22 → 8

Calls

Call 1

Inputs
(* -1 z)
(+ (* -1 z) (* x (+ y z)))
(* x y)
(+ (* -1 z) (* x z))
-1
(- x 1)
(* x (+ y z))
(* x (+ y (+ z (* -1 (/ z x)))))
(* x z)
(* x (+ z (* -1 (/ z x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 y) (* -1 z))))
(* -1 (* x (+ (* -1 y) (+ (* -1 z) (/ z x)))))
(* -1 (* x (+ (* -1 z) (/ z x))))
(* -1 (* x (- (/ 1 x) 1)))
(* z (- x 1))
(+ (* x y) (* z (- x 1)))
(* y (+ x (/ (* z (- x 1)) y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* z (- x 1)) y)))))
(* z (- (+ x (/ (* x y) z)) 1))
(* -1 (* z (+ (* -1 (- x 1)) (* -1 (/ (* x y) z)))))

Outputs
(* -1 z)
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(+ (* -1 z) (* x (+ y z)))
(*.f64 x y)
(* x y)
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(+ (* -1 z) (* x z))
#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
-1
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(- x 1)
(-.f64 x #s(literal 1 binary64))
(* x (+ y z))
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
(* x (+ y (+ z (* -1 (/ z x)))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))

rewrite1.0ms (0.1%)

Memory

2.0MiB live, 2.0MiB allocated

Counts

8 → 8

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(*.f64 x y)
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))

Outputs
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(*.f64 x y)
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
#s(approx (* x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))
(*.f64 (-.f64 x #s(literal 1 binary64)) z)
(-.f64 x #s(literal 1 binary64))
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))

eval2.0ms (0.3%)

Memory: 6.7MiB live, 6.7MiB allocated
Compiler: Compiled 457 to 41 computations (91% saved)

prune2.0ms (0.3%)

Memory

5.3MiB live, 5.3MiB allocated

Pruning

5 alts after pruning (1 fresh and 4 done)

	Pruned	Kept	Total
New	24	1	25
Fresh	0	0	0
Picked	0	3	3
Done	0	1	1
Total	24	5	29

Accuracy

100.0%

Counts

29 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.0%	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
✓	31.0%	(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
✓	20.8%	(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
✓	44.1%	#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
▶	3.7%	#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Compiler

Compiled 69 to 50 computations (27.5% saved)

simplify0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
cost-diff	0	#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)

Outputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)

localize19.0ms (2.1%)

Memory

-7.8MiB live, 31.1MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 x #s(literal 1 binary64))
accuracy	27.540812022550085	#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
accuracy	61.60632982114133	#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))

Samples

14.0ms

256×

valid

Compiler

Compiled 54 to 22 computations (59.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 8.0ms

ival-mult: 3.0ms (39.8% of total)

ival-add: 2.0ms (26.5% of total)

ival-sub: 1.0ms (13.3% of total)

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

exact: 0.0ms (0% of total)

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

series3.0ms (0.3%)

Memory

5.8MiB live, 5.8MiB allocated

Counts

3 → 22

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))

Outputs
(* -1 z)
(+ (* -1 z) (* x (+ y z)))
(+ (* -1 z) (* x z))
-1
(- x 1)
(* x (+ y z))
(* x (+ y (+ z (* -1 (/ z x)))))
(* x z)
(* x (+ z (* -1 (/ z x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 y) (* -1 z))))
(* -1 (* x (+ (* -1 y) (+ (* -1 z) (/ z x)))))
(* -1 (* x (+ (* -1 z) (/ z x))))
(* -1 (* x (- (/ 1 x) 1)))
(* z (- x 1))
(+ (* x y) (* z (- x 1)))
(* x y)
(* y (+ x (/ (* z (- x 1)) y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* z (- x 1)) y)))))
(* z (- (+ x (/ (* x y) z)) 1))
(* -1 (* z (+ (* -1 (- x 1)) (* -1 (/ (* x y) z)))))

Calls

9 calls:

Time	Variable		Point	Expression
0.0ms	x	@	-inf	((+ (* x y) (* (- x 1) z)) (* (- x 1) z) (- x 1))
0.0ms	z	@	inf	((+ (* x y) (* (- x 1) z)) (* (- x 1) z) (- x 1))
0.0ms	z	@	-inf	((+ (* x y) (* (- x 1) z)) (* (- x 1) z) (- x 1))
0.0ms	x	@	inf	((+ (* x y) (* (- x 1) z)) (* (- x 1) z) (- x 1))
0.0ms	z	@	0	((+ (* x y) (* (- x 1) z)) (* (- x 1) z) (- x 1))

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Counts

22 → 3

Calls

Call 1

Inputs
(* -1 z)
(+ (* -1 z) (* x (+ y z)))
(+ (* -1 z) (* x z))
-1
(- x 1)
(* x (+ y z))
(* x (+ y (+ z (* -1 (/ z x)))))
(* x z)
(* x (+ z (* -1 (/ z x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 y) (* -1 z))))
(* -1 (* x (+ (* -1 y) (+ (* -1 z) (/ z x)))))
(* -1 (* x (+ (* -1 z) (/ z x))))
(* -1 (* x (- (/ 1 x) 1)))
(* z (- x 1))
(+ (* x y) (* z (- x 1)))
(* x y)
(* y (+ x (/ (* z (- x 1)) y)))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* z (- x 1)) y)))))
(* z (- (+ x (/ (* x y) z)) 1))
(* -1 (* z (+ (* -1 (- x 1)) (* -1 (/ (* x y) z)))))

Outputs
(* -1 z)
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
(+ (* -1 z) (* x (+ y z)))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(+ (* -1 z) (* x z))
(-.f64 x #s(literal 1 binary64))

rewrite0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))

Outputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))

eval1.0ms (0.1%)

Memory: 1.0MiB live, 1.0MiB allocated
Compiler: Compiled 86 to 13 computations (84.9% saved)

prune3.0ms (0.4%)

Memory

6.6MiB live, 6.6MiB 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

100.0%

Counts

9 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.0%	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
✓	31.0%	(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
✓	20.8%	(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))
✓	44.1%	#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
✓	3.7%	#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Compiler

Compiled 138 to 69 computations (50% saved)

regimes10.0ms (1.1%)

Memory

-21.5MiB live, 17.4MiB allocated

Counts

5 → 1

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))
(+.f64 (.f64 x y) #s(approx ( (- x 1) z) (-.f64 x #s(literal 1 binary64))))
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
(+.f64 #s(approx (* x y) (.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Outputs
(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))

Calls

4 calls:

3.0ms	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
2.0ms	z
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
98.0%	1	`x`
98.0%	1	`y`
98.0%	1	`z`
98.0%	1	`(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes7.0ms (0.8%)

Memory

13.4MiB live, 13.4MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

(+.f64 (*.f64 x y) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Outputs
#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

Calls

4 calls:

2.0ms	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
2.0ms	z
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
44.1%	1	`x`
44.1%	1	`y`
44.1%	1	`z`
44.1%	1	`(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes8.0ms (0.8%)

Memory

-29.8MiB live, 10.5MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Outputs
#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Calls

4 calls:

1.0ms	(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))
1.0ms	x
1.0ms	y
1.0ms	z

Results

Accuracy	Segments	Branch
3.7%	1	`y`
3.7%	1	`z`
3.7%	1	`(+.f64 (.f64 x y) (.f64 (-.f64 x #s(literal 1 binary64)) z))`
3.7%	1	`x`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

simplify5.0ms (0.5%)

Memory

8.5MiB live, 8.5MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs

(+.f64 (*.f64 x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))

#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

Outputs

(+.f64 (*.f64 x y) (*.f64 (-.f64 x #s(literal 1 binary64)) z))

#s(approx (+ (* x y) (* (- x 1) z)) (*.f64 x y))

#s(approx (+ (* x y) (* (- x 1) z)) #s(approx (* (- x 1) z) (-.f64 x #s(literal 1 binary64))))

soundness1.0ms (0.1%)

Memory

1.2MiB live, 1.2MiB allocated

Stop Event

1×

done

Compiler

Compiled 41 to 16 computations (61% saved)

preprocess22.0ms (2.4%)

Memory: -4.7MiB live, 32.2MiB allocated
Compiler: Compiled 100 to 48 computations (52% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze0.0ms (0%)

sample676.0ms (74.9%)

explain75.0ms (8.3%)

preprocess3.0ms (0.4%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize21.0ms (2.3%)

series6.0ms (0.7%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.2%)

simplify3.0ms (0.3%)

localize25.0ms (2.8%)

series4.0ms (0.5%)

simplify0.0ms (0%)

rewrite1.0ms (0.1%)

eval2.0ms (0.3%)

prune2.0ms (0.3%)

simplify0.0ms (0%)

localize19.0ms (2.1%)

series3.0ms (0.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune3.0ms (0.4%)

regimes10.0ms (1.1%)

regimes7.0ms (0.8%)

regimes8.0ms (0.8%)

simplify5.0ms (0.5%)

soundness1.0ms (0.1%)

preprocess22.0ms (2.4%)

end0.0ms (0%)

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