Metrics for Statistics.Distribution.CauchyLorentz:$cdensity from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze73.0ms (6.5%)

Memory

-28.6MiB live, 126.7MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
0%	0%	99.9%	0.1%	0%	0%	0%	3
25%	25%	74.9%	0.1%	0%	0%	0%	4
37.5%	37.4%	62.4%	0.1%	0%	0%	0%	5
56.3%	56.2%	43.7%	0.1%	0%	0%	0%	6
56.3%	56.2%	43.7%	0.1%	0%	0%	0%	7
65.6%	65.5%	34.3%	0.1%	0%	0%	0%	8
76.6%	76.5%	23.4%	0.1%	0%	0%	0%	9
76.6%	76.5%	23.4%	0.1%	0%	0%	0%	10
82%	81.9%	17.9%	0.1%	0%	0%	0%	11
87.9%	87.8%	12.1%	0.1%	0%	0%	0%	12

Compiler

Compiled 13 to 11 computations (15.4% saved)

sample804.0ms (71.5%)

Memory

35.2MiB live, 1 189.3MiB allocated

Samples

505.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 290.0ms

ival-div: 118.0ms (40.7% of total)

ival-mult: 117.0ms (40.3% of total)

ival-add: 40.0ms (13.8% of total)

ival-true: 7.0ms (2.4% of total)

exact: 5.0ms (1.7% of total)

ival-assert: 4.0ms (1.4% of total)

Bogosity

explain104.0ms (9.2%)

Memory

-24.5MiB live, 223.3MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))`	*no**	18	0
`/.f64`	`(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))`	n/o	14	0
↳	`(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))`	overflow	57
↳	`(+.f64 #s(literal 1 binary64) (*.f64 z z))`	overflow	59
↳	`(*.f64 z z)`	overflow	59

Confusion

	Predicted +	Predicted -
+	20	0
-	12	224

Precision

0.625

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	20	0	0
-	12	0	224

Precision?

0.625

Recall?

1.0

Freqs

test

number	freq
0	224
1	32

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

34.0ms

512×

valid

Compiler

Compiled 114 to 40 computations (64.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 17.0ms

ival-div: 7.0ms (40.7% of total)

ival-mult: 7.0ms (40.7% of total)

ival-add: 2.0ms (11.6% 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

7.4MiB live, 7.4MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

Compiler

Compiled 11 to 9 computations (18.2% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB 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

Status	Accuracy	Program
▶	92.7%	(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))

Compiler

Compiled 11 to 9 computations (18.2% saved)

simplify0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Calls

Call 1

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

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

localize25.0ms (2.2%)

Memory

-0.3MiB live, 37.7MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 #s(literal 1 binary64) (*.f64 z z))
accuracy	0.0	(*.f64 z z)
accuracy	3.2343759773430985	(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))
accuracy	4.1998600717520915	(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))

Samples

19.0ms

256×

valid

Compiler

Compiled 68 to 20 computations (70.6% saved)

Precisions

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

ival-div: 4.0ms (47.3% of total)

ival-mult: 3.0ms (35.5% of total)

ival-add: 1.0ms (11.8% of total)

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

exact: 0.0ms (0% of total)

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

series12.0ms (1.1%)

Memory

-21.3MiB live, 16.6MiB allocated

Counts

5 → 19

Calls

Call 1

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

Outputs
(/ 1 (* x (* y (+ 1 (pow z 2)))))
(/ 1 x)
(* y (+ 1 (pow z 2)))
(/ 1 (* x y))
(+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (/ (pow z 2) (* x y)) (/ 1 (* x y)))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (* (pow z 2) (+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))) (/ 1 (* x y)))) (/ 1 (* x y)))
y
(+ y (* y (pow z 2)))
1
(+ 1 (pow z 2))
(pow z 2)
(/ 1 (* x (* y (pow z 2))))
(/ (- (/ 1 (* x y)) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (+ (/ 1 (* x (* y (pow z 2)))) (/ 1 (* x (* y (pow z 6)))))) (pow z 2))
(* y (pow z 2))
(* (pow z 2) (+ y (/ y (pow z 2))))
(* (pow z 2) (+ 1 (/ 1 (pow z 2))))

Calls

9 calls:

Time	Variable		Point	Expression
2.0ms	z	@	inf	((/ (/ 1 x) (* y (+ 1 (* z z)))) (/ 1 x) (* y (+ 1 (* z z))) (+ 1 (* z z)) (* z z))
2.0ms	x	@	0	((/ (/ 1 x) (* y (+ 1 (* z z)))) (/ 1 x) (* y (+ 1 (* z z))) (+ 1 (* z z)) (* z z))
2.0ms	y	@	inf	((/ (/ 1 x) (* y (+ 1 (* z z)))) (/ 1 x) (* y (+ 1 (* z z))) (+ 1 (* z z)) (* z z))
1.0ms	x	@	-inf	((/ (/ 1 x) (* y (+ 1 (* z z)))) (/ 1 x) (* y (+ 1 (* z z))) (+ 1 (* z z)) (* z z))
1.0ms	y	@	0	((/ (/ 1 x) (* y (+ 1 (* z z)))) (/ 1 x) (* y (+ 1 (* z z))) (+ 1 (* z z)) (* z z))

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Counts

19 → 5

Calls

Call 1

Inputs
(/ 1 (* x (* y (+ 1 (pow z 2)))))
(/ 1 x)
(* y (+ 1 (pow z 2)))
(/ 1 (* x y))
(+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (/ (pow z 2) (* x y)) (/ 1 (* x y)))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (* (pow z 2) (+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))) (/ 1 (* x y)))) (/ 1 (* x y)))
y
(+ y (* y (pow z 2)))
1
(+ 1 (pow z 2))
(pow z 2)
(/ 1 (* x (* y (pow z 2))))
(/ (- (/ 1 (* x y)) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (+ (/ 1 (* x (* y (pow z 2)))) (/ 1 (* x (* y (pow z 6)))))) (pow z 2))
(* y (pow z 2))
(* (pow z 2) (+ y (/ y (pow z 2))))
(* (pow z 2) (+ 1 (/ 1 (pow z 2))))

Outputs
(/ 1 (* x (* y (+ 1 (pow z 2)))))
(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))
(/ 1 x)
(/.f64 #s(literal 1 binary64) x)
(* y (+ 1 (pow z 2)))
(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))
(/ 1 (* x y))
(+.f64 #s(literal 1 binary64) (*.f64 z z))
(+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))
(*.f64 z z)

rewrite0.0ms (0%)

Memory

0.7MiB live, 0.8MiB allocated

Counts

5 → 5

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 1.9MiB live, 1.9MiB allocated
Compiler: Compiled 144 to 22 computations (84.7% saved)

prune2.0ms (0.2%)

Memory

3.4MiB live, 3.4MiB allocated

Pruning

3 alts after pruning (2 fresh and 1 done)

	Pruned	Kept	Total
New	8	2	10
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	8	3	11

Accuracy

92.7%

Counts

11 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	92.7%	(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))
▶	2.7%	#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (+.f64 #s(literal 1 binary64) (*.f64 z z)))
▶	6.1%	#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (*.f64 z z))

Status

Accuracy

Program

✓

92.7%

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

▶

2.7%

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

▶

6.1%

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

Compiler

Compiled 43 to 33 computations (23.3% saved)

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 5 expressions of interest:

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

Calls

Call 1

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

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

localize28.0ms (2.5%)

Memory

-13.3MiB live, 42.9MiB allocated

Localize:

Found 5 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 #s(literal 1 binary64) (*.f64 z z))
accuracy	0.0	(*.f64 z z)
accuracy	62.28803524335899	#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (+.f64 #s(literal 1 binary64) (*.f64 z z)))
accuracy	0.0	(*.f64 z z)
accuracy	60.116775115067995	#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (*.f64 z z))

Samples

22.0ms

256×

valid

Compiler

Compiled 84 to 25 computations (70.2% saved)

Precisions

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

ival-div: 4.0ms (47.3% of total)

ival-mult: 3.0ms (35.5% of total)

ival-add: 1.0ms (11.8% of total)

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

exact: 0.0ms (0% of total)

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

series5.0ms (0.4%)

Memory

9.9MiB live, 9.9MiB allocated

Counts

4 → 13

Calls

Call 1

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

Outputs
(/ 1 (* x (* y (+ 1 (pow z 2)))))
(/ 1 (* x y))
(+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (/ (pow z 2) (* x y)) (/ 1 (* x y)))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (* (pow z 2) (+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))) (/ 1 (* x y)))) (/ 1 (* x y)))
(pow z 2)
1
(+ 1 (pow z 2))
(/ 1 (* x (* y (pow z 2))))
(/ (- (/ 1 (* x y)) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (+ (/ 1 (* x (* y (pow z 2)))) (/ 1 (* x (* y (pow z 6)))))) (pow z 2))
(* (pow z 2) (+ 1 (/ 1 (pow z 2))))

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	x	@	0	((/ (/ 1 x) (* y (+ 1 (* z z)))) (* z z) (/ (/ 1 x) (* y (+ 1 (* z z)))) (+ 1 (* z z)))
1.0ms	y	@	0	((/ (/ 1 x) (* y (+ 1 (* z z)))) (* z z) (/ (/ 1 x) (* y (+ 1 (* z z)))) (+ 1 (* z z)))
1.0ms	x	@	-inf	((/ (/ 1 x) (* y (+ 1 (* z z)))) (* z z) (/ (/ 1 x) (* y (+ 1 (* z z)))) (+ 1 (* z z)))
1.0ms	y	@	-inf	((/ (/ 1 x) (* y (+ 1 (* z z)))) (* z z) (/ (/ 1 x) (* y (+ 1 (* z z)))) (+ 1 (* z z)))
0.0ms	x	@	inf	((/ (/ 1 x) (* y (+ 1 (* z z)))) (* z z) (/ (/ 1 x) (* y (+ 1 (* z z)))) (+ 1 (* z z)))

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Counts

13 → 4

Calls

Call 1

Inputs
(/ 1 (* x (* y (+ 1 (pow z 2)))))
(/ 1 (* x y))
(+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (/ (pow z 2) (* x y)) (/ 1 (* x y)))) (/ 1 (* x y)))
(+ (* (pow z 2) (- (* (pow z 2) (+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))) (/ 1 (* x y)))) (/ 1 (* x y)))
(pow z 2)
1
(+ 1 (pow z 2))
(/ 1 (* x (* y (pow z 2))))
(/ (- (/ 1 (* x y)) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (/ 1 (* x (* y (pow z 2))))) (pow z 2))
(/ (- (+ (/ 1 (* x y)) (/ 1 (* x (* y (pow z 4))))) (+ (/ 1 (* x (* y (pow z 2)))) (/ 1 (* x (* y (pow z 6)))))) (pow z 2))
(* (pow z 2) (+ 1 (/ 1 (pow z 2))))

Outputs
(/ 1 (* x (* y (+ 1 (pow z 2)))))
#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (*.f64 z z))
(/ 1 (* x y))
(*.f64 z z)
(+ (* -1 (/ (pow z 2) (* x y))) (/ 1 (* x y)))
#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (+.f64 #s(literal 1 binary64) (*.f64 z z)))
(+ (* (pow z 2) (- (/ (pow z 2) (* x y)) (/ 1 (* x y)))) (/ 1 (* x y)))
(+.f64 #s(literal 1 binary64) (*.f64 z z))

rewrite0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Counts

4 → 4

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 1.8MiB live, 1.8MiB allocated
Compiler: Compiled 137 to 16 computations (88.3% saved)

prune2.0ms (0.2%)

Memory

5.0MiB live, 5.0MiB allocated

Pruning

3 alts after pruning (0 fresh and 3 done)

	Pruned	Kept	Total
New	7	0	7
Fresh	0	0	0
Picked	0	2	2
Done	0	1	1
Total	7	3	10

Accuracy

92.7%

Counts

10 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	92.7%	(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))
✓	2.7%	#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (+.f64 #s(literal 1 binary64) (*.f64 z z)))
✓	6.1%	#s(approx (/ (/ 1 x) (* y (+ 1 (* z z)))) (*.f64 z z))

Status

Accuracy

Program

✓

92.7%

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

✓

2.7%

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

✓

6.1%

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

Compiler

Compiled 86 to 50 computations (41.9% saved)

regimes15.0ms (1.3%)

Memory

-6.2MiB live, 31.9MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
92.7%	1	`x`
92.7%	1	`y`
92.7%	1	`z`
92.7%	1	`(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))`
92.7%	1	`(/.f64 #s(literal 1 binary64) x)`
92.7%	1	`(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))`
92.7%	1	`(+.f64 #s(literal 1 binary64) (*.f64 z z))`
92.7%	1	`(*.f64 z z)`

Compiler

Compiled 32 to 40 computations (-25% saved)

regimes12.0ms (1.1%)

Memory

-10.4MiB live, 28.4MiB allocated

Accuracy

Total -2.5b remaining (-4.1%)

Threshold costs -2.5b (-4.1%)

Counts

2 → 1

Calls

Call 1

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

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

Calls

8 calls:

2.0ms	(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))
1.0ms	(/.f64 #s(literal 1 binary64) x)
1.0ms	y
1.0ms	z
1.0ms	x

Results

Accuracy	Segments	Branch
6.1%	1	`y`
6.1%	1	`(/.f64 (/.f64 #s(literal 1 binary64) x) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z))))`
6.1%	1	`(.f64 y (+.f64 #s(literal 1 binary64) (.f64 z z)))`
6.1%	1	`(+.f64 #s(literal 1 binary64) (*.f64 z z))`
6.1%	1	`(*.f64 z z)`
6.1%	1	`z`
6.1%	1	`(/.f64 #s(literal 1 binary64) x)`
6.1%	1	`x`

Compiler

Compiled 32 to 40 computations (-25% saved)

simplify4.0ms (0.4%)

Memory

10.1MiB live, 10.1MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

soundness1.0ms (0%)

Memory

1.9MiB live, 1.9MiB allocated

Stop Event

1×

done

Compiler

Compiled 26 to 16 computations (38.5% saved)

preprocess30.0ms (2.7%)

Memory: -20.8MiB live, 58.8MiB allocated
Compiler: Compiled 180 to 88 computations (51.1% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze73.0ms (6.5%)

sample804.0ms (71.5%)

explain104.0ms (9.2%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize25.0ms (2.2%)

series12.0ms (1.1%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

simplify0.0ms (0%)

localize28.0ms (2.5%)

series5.0ms (0.4%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

regimes15.0ms (1.3%)

regimes12.0ms (1.1%)

simplify4.0ms (0.4%)

soundness1.0ms (0%)

preprocess30.0ms (2.7%)

end0.0ms (0%)

Profiling