Metrics for Diagrams.Color.HSV:lerp from diagrams-contrib-1.3.0.5

start0.0ms (0%)

Memory: 0.0MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory

0.6MiB live, 0.6MiB 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)

sample708.0ms (72.6%)

Memory

-7.6MiB live, 1 042.9MiB allocated

Samples

453.0ms

8 256×

valid

Precisions

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

ival-mult: 116.0ms (50.8% of total)

ival-sub: 61.0ms (26.7% of total)

ival-add: 37.0ms (16.2% of total)

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

exact: 5.0ms (2.2% of total)

ival-assert: 4.0ms (1.8% of total)

Bogosity

explain83.0ms (8.6%)

Memory

-26.5MiB live, 132.6MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`+.f64`	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`	nan-rescue	2	0
↳	`(*.f64 (-.f64 #s(literal 1 binary64) x) y)`	overflow	28
↳	`(*.f64 x z)`	overflow	30

Confusion

	Predicted +	Predicted -
+	2	0
-	0	254

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	2	0	0
-	0	0	254

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	254
1	2

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

30.0ms

512×

valid

Compiler

Compiled 85 to 36 computations (57.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 15.0ms

ival-mult: 9.0ms (58.7% of total)

ival-sub: 3.0ms (19.6% of total)

ival-add: 2.0ms (13% of total)

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

exact: 0.0ms (0% of total)

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

preprocess3.0ms (0.3%)

Memory

6.9MiB live, 6.9MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

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

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.2%	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x 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 z)
cost-diff	0	(-.f64 #s(literal 1 binary64) x)
cost-diff	0	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
cost-diff	0	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Calls

Call 1

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

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

localize22.0ms (2.3%)

Memory

-5.6MiB live, 32.3MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 #s(literal 1 binary64) x)
accuracy	0.0	(*.f64 x z)
accuracy	0.0078125	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
accuracy	0.45312293583020585	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Samples

17.0ms

256×

valid

Compiler

Compiled 50 to 18 computations (64% saved)

Precisions

Click to see histograms. Total time spent on operations: 10.0ms

ival-sub: 5.0ms (51.7% of total)

ival-mult: 3.0ms (31% of total)

ival-add: 1.0ms (10.3% of total)

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

exact: 0.0ms (0% of total)

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

series6.0ms (0.6%)

Memory

12.4MiB live, 12.4MiB allocated

Counts

4 → 22

Calls

Call 1

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

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

Calls

9 calls:

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

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Counts

22 → 4

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Counts

4 → 4

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 2.4MiB live, 2.4MiB allocated
Compiler: Compiled 96 to 20 computations (79.2% saved)

prune1.0ms (0.1%)

Memory

2.7MiB live, 2.7MiB allocated

Pruning

3 alts after pruning (2 fresh and 1 done)

	Pruned	Kept	Total
New	6	2	8
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	6	3	9

Accuracy

100.0%

Counts

9 → 3

Alt Table

Click to see full alt table

Status

Accuracy

Program

✓

99.2%

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

▶

26.6%

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

▶

65.6%

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

Compiler

Compiled 37 to 31 computations (16.2% saved)

simplify0.0ms (0.1%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 7 expressions of interest:

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

Calls

Call 1

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

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

localize23.0ms (2.4%)

Memory

13.8MiB live, 52.2MiB allocated

Localize:

Found 7 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 #s(literal 1 binary64) x)
accuracy	0.0	(*.f64 x z)
accuracy	0.45312293583020585	(+.f64 #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (*.f64 x z))
accuracy	61.64092115458262	#s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x))
accuracy	0.0	(-.f64 #s(literal 1 binary64) x)
accuracy	0.0078125	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
accuracy	22.035183535665997	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))

Samples

17.0ms

256×

valid

Compiler

Compiled 102 to 25 computations (75.5% saved)

Precisions

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

ival-mult: 3.0ms (46.8% of total)

ival-sub: 2.0ms (31.2% 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)

series5.0ms (0.5%)

Memory

-26.7MiB live, 12.3MiB allocated

Counts

6 → 22

Calls

Call 1

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

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

Calls

9 calls:

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

simplify0.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

1×	egg-herbie

Counts

22 → 6

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

1.4MiB live, 1.4MiB allocated

Counts

6 → 6

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 4.5MiB live, 4.5MiB allocated
Compiler: Compiled 249 to 29 computations (88.4% saved)

prune2.0ms (0.2%)

Memory

6.0MiB live, 6.0MiB allocated

Pruning

4 alts after pruning (1 fresh and 3 done)

	Pruned	Kept	Total
New	12	1	13
Fresh	0	0	0
Picked	0	2	2
Done	0	1	1
Total	12	4	16

Accuracy

100.0%

Counts

16 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.2%	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
✓	26.6%	(+.f64 #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (*.f64 x z))
✓	65.6%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
▶	3.5%	#s(approx (+ (* (- 1 x) y) (* x z)) #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)))

Compiler

Compiled 56 to 43 computations (23.2% saved)

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

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

Calls

Call 1

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

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

localize21.0ms (2.2%)

Memory

-7.3MiB live, 43.4MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 #s(literal 1 binary64) x)
accuracy	22.035183535665997	#s(approx (+ (* (- 1 x) y) (* x z)) #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)))
accuracy	61.64092115458262	#s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x))

Samples

16.0ms

256×

valid

Compiler

Compiled 54 to 22 computations (59.3% saved)

Precisions

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

ival-mult: 3.0ms (47.8% of total)

ival-sub: 2.0ms (31.9% of total)

ival-add: 1.0ms (15.9% 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

6.8MiB live, 6.8MiB allocated

Counts

3 → 22

Calls

Call 1

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

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

Calls

9 calls:

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

simplify0.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

1×	egg-herbie

Counts

22 → 3

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Counts

3 → 3

Calls

Call 1

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

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

eval1.0ms (0.2%)

Memory: -36.9MiB live, 2.4MiB allocated
Compiler: Compiled 86 to 13 computations (84.9% saved)

prune3.0ms (0.3%)

Memory

5.7MiB live, 5.7MiB allocated

Pruning

4 alts after pruning (0 fresh and 4 done)

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

Accuracy

100.0%

Counts

8 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.2%	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
✓	26.6%	(+.f64 #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (*.f64 x z))
✓	65.6%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
✓	3.5%	#s(approx (+ (* (- 1 x) y) (* x z)) #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)))

Compiler

Compiled 112 to 60 computations (46.4% saved)

regimes8.0ms (0.8%)

Memory

17.7MiB live, 17.7MiB allocated

Counts

4 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
99.2%	1	`x`
99.2%	1	`y`
99.2%	1	`z`
99.2%	1	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes8.0ms (0.8%)

Memory

-22.5MiB live, 16.5MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs

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

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

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

Outputs

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

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
65.6%	1	`x`
65.6%	1	`y`
73.9%	3	`z`
67.4%	2	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes5.0ms (0.5%)

Memory

11.2MiB live, 11.2MiB allocated

Counts

2 → 1

Calls

Call 1

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
65.6%	1	`x`
65.6%	1	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`
65.6%	1	`z`

Compiler

Compiled 11 to 14 computations (-27.3% saved)

regimes5.0ms (0.5%)

Memory

12.9MiB live, 12.9MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
3.5%	1	`y`
3.5%	1	`z`
3.5%	1	`x`
3.5%	1	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

bsearch23.0ms (2.4%)

Memory

0.4MiB live, 39.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
8.0ms	1.1201469226201697e+64	1.0011051813972206e+65
13.0ms	-3.4448055154702563e+140	-1.3682598439143745e+134

Samples

12.0ms

240×

valid

Compiler

Compiled 432 to 389 computations (10% saved)

Precisions

Click to see histograms. Total time spent on operations: 7.0ms

ival-mult: 3.0ms (44.7% of total)

ival-sub: 2.0ms (29.8% of total)

ival-add: 1.0ms (14.9% 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

10.8MiB live, 10.8MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
(if (<=.f64 z #s(literal -679999999999999972753064833390704812317520442666707965818021907534856518342516191389486551903503703735894880274692892624140071754511941632 binary64)) (+.f64 #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (.f64 x z)) (if (<=.f64 z #s(literal 77999999999999996109286460880011866865495749637025791155854376960 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 (-.f64 #s(literal 1 binary64) x) y)) (+.f64 #s(approx ( (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (*.f64 x z))))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
#s(approx (+ (* (- 1 x) y) (* x z)) #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)))

Outputs
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
(if (<=.f64 z #s(literal -679999999999999972753064833390704812317520442666707965818021907534856518342516191389486551903503703735894880274692892624140071754511941632 binary64)) (+.f64 #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (.f64 x z)) (if (<=.f64 z #s(literal 77999999999999996109286460880011866865495749637025791155854376960 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 (-.f64 #s(literal 1 binary64) x) y)) (+.f64 #s(approx ( (- 1 x) y) (-.f64 #s(literal 1 binary64) x)) (*.f64 x z))))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
#s(approx (+ (* (- 1 x) y) (* x z)) #s(approx (* (- 1 x) y) (-.f64 #s(literal 1 binary64) x)))

soundness1.0ms (0.1%)

Memory

2.2MiB live, 2.2MiB allocated

Stop Event

1×

done

Compiler

Compiled 92 to 23 computations (75% saved)

preprocess31.0ms (3.2%)

Memory: -12.5MiB live, 66.1MiB allocated
Compiler: Compiled 216 to 74 computations (65.7% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze0.0ms (0%)

sample708.0ms (72.6%)

explain83.0ms (8.6%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize22.0ms (2.3%)

series6.0ms (0.6%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

simplify0.0ms (0.1%)

localize23.0ms (2.4%)

series5.0ms (0.5%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

simplify0.0ms (0%)

localize21.0ms (2.2%)

series3.0ms (0.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.2%)

prune3.0ms (0.3%)

regimes8.0ms (0.8%)

regimes8.0ms (0.8%)

regimes5.0ms (0.5%)

regimes5.0ms (0.5%)

bsearch23.0ms (2.4%)

simplify5.0ms (0.5%)

soundness1.0ms (0.1%)

preprocess31.0ms (3.2%)

end0.0ms (0%)

Profiling