Metrics for Development.Shake.Progress:message from shake-0.15.5

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze20.0ms (2.6%)

Memory

7.6MiB live, 46.4MiB 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
25%	25%	74.9%	0.1%	0%	0%	0%	3
37.5%	37.5%	62.4%	0.1%	0%	0%	0%	4
56.3%	56.2%	43.7%	0.1%	0%	0%	0%	5
65.6%	65.6%	34.3%	0.1%	0%	0%	0%	6
76.6%	76.5%	23.4%	0.1%	0%	0%	0%	7
82%	82%	18%	0.1%	0%	0%	0%	8
87.9%	87.8%	12.1%	0.1%	0%	0%	0%	9
90.8%	90.7%	9.2%	0.1%	0%	0%	0%	10
93.8%	93.8%	6.1%	0.1%	0%	0%	0%	11
95.4%	95.3%	4.6%	0.1%	0%	0%	0%	12

Compiler

Compiled 9 to 8 computations (11.1% saved)

sample594.0ms (76.4%)

Memory

4.5MiB live, 912.9MiB allocated

Samples

374.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 195.0ms

ival-mult: 71.0ms (36.5% of total)

ival-div: 63.0ms (32.4% of total)

ival-add: 46.0ms (23.6% of total)

ival-true: 6.0ms (3.1% of total)

exact: 5.0ms (2.6% of total)

ival-assert: 3.0ms (1.5% of total)

Bogosity

explain62.0ms (8%)

Memory

-22.4MiB live, 96.8MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
2	-	-	`(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))`
0	-	-	`y`
0	-	-	`(*.f64 x #s(literal 100 binary64))`
0	-	-	`(+.f64 x y)`
0	-	-	`#s(literal 100 binary64)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))`	o/n	2	0
↳	`(*.f64 x #s(literal 100 binary64))`	overflow	2

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

29.0ms

512×

valid

Compiler

Compiled 59 to 28 computations (52.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 13.0ms

ival-div: 6.0ms (45% of total)

ival-add: 3.0ms (22.5% of total)

ival-mult: 3.0ms (22.5% 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

5.7MiB live, 5.7MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Outputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Compiler

Compiled 7 to 6 computations (14.3% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated
Compiler: Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0.1%)

Memory

0.8MiB live, 0.8MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.9%	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Compiler

Compiled 7 to 6 computations (14.3% 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 x y)
cost-diff	0	(*.f64 x #s(literal 100 binary64))
cost-diff	0	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Calls

Call 1

Inputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
(*.f64 x #s(literal 100 binary64))
x
#s(literal 100 binary64)
(+.f64 x y)
y

Outputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
(*.f64 x #s(literal 100 binary64))
x
#s(literal 100 binary64)
(+.f64 x y)
y

localize19.0ms (2.5%)

Memory

-9.7MiB live, 28.7MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 x y)
accuracy	0.0	(*.f64 x #s(literal 100 binary64))
accuracy	0.6835212848343775	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Samples

12.0ms

256×

valid

Compiler

Compiled 34 to 14 computations (58.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 5.0ms

ival-div: 2.0ms (38.6% of total)

ival-mult: 2.0ms (38.6% of total)

ival-add: 1.0ms (19.3% of total)

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

exact: 0.0ms (0% of total)

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

series4.0ms (0.6%)

Memory

7.9MiB live, 7.9MiB allocated

Counts

3 → 26

Calls

Call 1

Inputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
(*.f64 x #s(literal 100 binary64))
(+.f64 x y)

Outputs
(* 100 (/ x y))
(* x (+ (* -100 (/ x (pow y 2))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* 100 (/ x (pow y 3))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -100 (/ x (pow y 4))) (* 100 (/ 1 (pow y 3))))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* 100 x)
y
(+ x y)
100
(+ 100 (* -100 (/ y x)))
(- (+ 100 (* 100 (/ (pow y 2) (pow x 2)))) (* 100 (/ y x)))
(- (+ 100 (* -100 (/ (pow y 3) (pow x 3)))) (+ (* -100 (/ (pow y 2) (pow x 2))) (* 100 (/ y x))))
x
(* x (+ 1 (/ y x)))
(+ 100 (* -1 (/ (- (* -100 (/ (pow y 2) x)) (* -100 y)) x)))
(+ 100 (* -1 (/ (- (* -1 (/ (- (* -100 (/ (pow y 3) x)) (* -100 (pow y 2))) x)) (* -100 y)) x)))
(* -1 (* x (- (* -1 (/ y x)) 1)))
(+ 100 (* y (- (* 100 (/ y (pow x 2))) (* 100 (/ 1 x)))))
(+ 100 (* y (- (* y (+ (* -100 (/ y (pow x 3))) (* 100 (/ 1 (pow x 2))))) (* 100 (/ 1 x)))))
(/ (+ (* -100 (/ (pow x 2) y)) (* 100 x)) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2))))) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* -100 (/ (pow x 4) (pow y 3))) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2)))))) y)
(* y (+ 1 (/ x y)))
(* -1 (/ (+ (* -100 x) (* 100 (/ (pow x 2) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* 100 (/ (pow x 3) y))) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* -1 (/ (+ (* -100 (pow x 3)) (* 100 (/ (pow x 4) y))) y))) y))) y))
(* -1 (* y (- (* -1 (/ x y)) 1)))

Calls

6 calls:

Time	Variable		Point	Expression
1.0ms	x	@	-inf	((/ (* x 100) (+ x y)) (* x 100) (+ x y))
1.0ms	x	@	inf	((/ (* x 100) (+ x y)) (* x 100) (+ x y))
1.0ms	x	@	0	((/ (* x 100) (+ x y)) (* x 100) (+ x y))
1.0ms	y	@	-inf	((/ (* x 100) (+ x y)) (* x 100) (+ x y))
0.0ms	y	@	inf	((/ (* x 100) (+ x y)) (* x 100) (+ x y))

simplify0.0ms (0.1%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×	egg-herbie

Counts

26 → 3

Calls

Call 1

Inputs
(* 100 (/ x y))
(* x (+ (* -100 (/ x (pow y 2))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* 100 (/ x (pow y 3))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -100 (/ x (pow y 4))) (* 100 (/ 1 (pow y 3))))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* 100 x)
y
(+ x y)
100
(+ 100 (* -100 (/ y x)))
(- (+ 100 (* 100 (/ (pow y 2) (pow x 2)))) (* 100 (/ y x)))
(- (+ 100 (* -100 (/ (pow y 3) (pow x 3)))) (+ (* -100 (/ (pow y 2) (pow x 2))) (* 100 (/ y x))))
x
(* x (+ 1 (/ y x)))
(+ 100 (* -1 (/ (- (* -100 (/ (pow y 2) x)) (* -100 y)) x)))
(+ 100 (* -1 (/ (- (* -1 (/ (- (* -100 (/ (pow y 3) x)) (* -100 (pow y 2))) x)) (* -100 y)) x)))
(* -1 (* x (- (* -1 (/ y x)) 1)))
(+ 100 (* y (- (* 100 (/ y (pow x 2))) (* 100 (/ 1 x)))))
(+ 100 (* y (- (* y (+ (* -100 (/ y (pow x 3))) (* 100 (/ 1 (pow x 2))))) (* 100 (/ 1 x)))))
(/ (+ (* -100 (/ (pow x 2) y)) (* 100 x)) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2))))) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* -100 (/ (pow x 4) (pow y 3))) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2)))))) y)
(* y (+ 1 (/ x y)))
(* -1 (/ (+ (* -100 x) (* 100 (/ (pow x 2) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* 100 (/ (pow x 3) y))) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* -1 (/ (+ (* -100 (pow x 3)) (* 100 (/ (pow x 4) y))) y))) y))) y))
(* -1 (* y (- (* -1 (/ x y)) 1)))

Outputs
(* 100 (/ x y))
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
(* x (+ (* -100 (/ x (pow y 2))) (* 100 (/ 1 y))))
(*.f64 x #s(literal 100 binary64))
(* x (+ (* x (- (* 100 (/ x (pow y 3))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(+.f64 x y)

rewrite0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
(*.f64 x #s(literal 100 binary64))
(+.f64 x y)

Outputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
(*.f64 x #s(literal 100 binary64))
(+.f64 x y)

eval1.0ms (0.1%)

Memory: 1.5MiB live, 1.5MiB allocated
Compiler: Compiled 58 to 13 computations (77.6% saved)

prune1.0ms (0.2%)

Memory

2.8MiB live, 2.8MiB allocated

Pruning

3 alts after pruning (2 fresh and 1 done)

	Pruned	Kept	Total
New	4	2	6
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	4	3	7

Accuracy

98.9%

Counts

7 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.9%	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
▶	3.1%	#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
▶	4.2%	#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))

Compiler

Compiled 29 to 23 computations (20.7% 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 x y)
cost-diff	0	#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
cost-diff	0	(*.f64 x #s(literal 100 binary64))
cost-diff	0	#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))

Calls

Call 1

Inputs
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(*.f64 x #s(literal 100 binary64))
x
#s(literal 100 binary64)
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
(+.f64 x y)
x
y

Outputs
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(*.f64 x #s(literal 100 binary64))
x
#s(literal 100 binary64)
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
(+.f64 x y)
x
y

localize19.0ms (2.4%)

Memory

-10.3MiB live, 27.9MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 x y)
accuracy	62.0114836020051	#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
accuracy	0.0	(*.f64 x #s(literal 100 binary64))
accuracy	61.28422488855671	#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))

Samples

14.0ms

256×

valid

Compiler

Compiled 58 to 19 computations (67.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 5.0ms

ival-div: 2.0ms (37.5% of total)

ival-mult: 2.0ms (37.5% of total)

ival-add: 1.0ms (18.8% of total)

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

exact: 0.0ms (0% of total)

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

series2.0ms (0.2%)

Memory

3.2MiB live, 3.2MiB allocated

Counts

4 → 26

Calls

Call 1

Inputs
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(*.f64 x #s(literal 100 binary64))
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
(+.f64 x y)

Outputs
(* 100 (/ x y))
(* x (+ (* -100 (/ x (pow y 2))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* 100 (/ x (pow y 3))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -100 (/ x (pow y 4))) (* 100 (/ 1 (pow y 3))))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* 100 x)
y
(+ x y)
100
(+ 100 (* -100 (/ y x)))
(- (+ 100 (* 100 (/ (pow y 2) (pow x 2)))) (* 100 (/ y x)))
(- (+ 100 (* -100 (/ (pow y 3) (pow x 3)))) (+ (* -100 (/ (pow y 2) (pow x 2))) (* 100 (/ y x))))
x
(* x (+ 1 (/ y x)))
(+ 100 (* -1 (/ (- (* -100 (/ (pow y 2) x)) (* -100 y)) x)))
(+ 100 (* -1 (/ (- (* -1 (/ (- (* -100 (/ (pow y 3) x)) (* -100 (pow y 2))) x)) (* -100 y)) x)))
(* -1 (* x (- (* -1 (/ y x)) 1)))
(+ 100 (* y (- (* 100 (/ y (pow x 2))) (* 100 (/ 1 x)))))
(+ 100 (* y (- (* y (+ (* -100 (/ y (pow x 3))) (* 100 (/ 1 (pow x 2))))) (* 100 (/ 1 x)))))
(/ (+ (* -100 (/ (pow x 2) y)) (* 100 x)) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2))))) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* -100 (/ (pow x 4) (pow y 3))) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2)))))) y)
(* y (+ 1 (/ x y)))
(* -1 (/ (+ (* -100 x) (* 100 (/ (pow x 2) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* 100 (/ (pow x 3) y))) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* -1 (/ (+ (* -100 (pow x 3)) (* 100 (/ (pow x 4) y))) y))) y))) y))
(* -1 (* y (- (* -1 (/ x y)) 1)))

Calls

6 calls:

Time	Variable		Point	Expression
0.0ms	x	@	-inf	((/ (* x 100) (+ x y)) (* x 100) (/ (* x 100) (+ x y)) (+ x y))
0.0ms	x	@	inf	((/ (* x 100) (+ x y)) (* x 100) (/ (* x 100) (+ x y)) (+ x y))
0.0ms	x	@	0	((/ (* x 100) (+ x y)) (* x 100) (/ (* x 100) (+ x y)) (+ x y))
0.0ms	y	@	-inf	((/ (* x 100) (+ x y)) (* x 100) (/ (* x 100) (+ x y)) (+ x y))
0.0ms	y	@	inf	((/ (* x 100) (+ x y)) (* x 100) (/ (* x 100) (+ x y)) (+ x y))

simplify0.0ms (0.1%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	egg-herbie

Counts

26 → 4

Calls

Call 1

Inputs
(* 100 (/ x y))
(* x (+ (* -100 (/ x (pow y 2))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* 100 (/ x (pow y 3))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -100 (/ x (pow y 4))) (* 100 (/ 1 (pow y 3))))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(* 100 x)
y
(+ x y)
100
(+ 100 (* -100 (/ y x)))
(- (+ 100 (* 100 (/ (pow y 2) (pow x 2)))) (* 100 (/ y x)))
(- (+ 100 (* -100 (/ (pow y 3) (pow x 3)))) (+ (* -100 (/ (pow y 2) (pow x 2))) (* 100 (/ y x))))
x
(* x (+ 1 (/ y x)))
(+ 100 (* -1 (/ (- (* -100 (/ (pow y 2) x)) (* -100 y)) x)))
(+ 100 (* -1 (/ (- (* -1 (/ (- (* -100 (/ (pow y 3) x)) (* -100 (pow y 2))) x)) (* -100 y)) x)))
(* -1 (* x (- (* -1 (/ y x)) 1)))
(+ 100 (* y (- (* 100 (/ y (pow x 2))) (* 100 (/ 1 x)))))
(+ 100 (* y (- (* y (+ (* -100 (/ y (pow x 3))) (* 100 (/ 1 (pow x 2))))) (* 100 (/ 1 x)))))
(/ (+ (* -100 (/ (pow x 2) y)) (* 100 x)) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2))))) y)
(/ (+ (* -100 (/ (pow x 2) y)) (+ (* -100 (/ (pow x 4) (pow y 3))) (+ (* 100 x) (* 100 (/ (pow x 3) (pow y 2)))))) y)
(* y (+ 1 (/ x y)))
(* -1 (/ (+ (* -100 x) (* 100 (/ (pow x 2) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* 100 (/ (pow x 3) y))) y))) y))
(* -1 (/ (+ (* -100 x) (* -1 (/ (+ (* -100 (pow x 2)) (* -1 (/ (+ (* -100 (pow x 3)) (* 100 (/ (pow x 4) y))) y))) y))) y))
(* -1 (* y (- (* -1 (/ x y)) 1)))

Outputs
(* 100 (/ x y))
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(* x (+ (* -100 (/ x (pow y 2))) (* 100 (/ 1 y))))
(*.f64 x #s(literal 100 binary64))
(* x (+ (* x (- (* 100 (/ x (pow y 3))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
(* x (+ (* x (- (* x (+ (* -100 (/ x (pow y 4))) (* 100 (/ 1 (pow y 3))))) (* 100 (/ 1 (pow y 2))))) (* 100 (/ 1 y))))
(+.f64 x y)

rewrite0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Counts

4 → 4

Calls

Call 1

Inputs
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(*.f64 x #s(literal 100 binary64))
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
(+.f64 x y)

Outputs
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(*.f64 x #s(literal 100 binary64))
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
(+.f64 x y)

eval1.0ms (0.1%)

Memory: 1.3MiB live, 1.3MiB allocated
Compiler: Compiled 82 to 13 computations (84.1% saved)

prune2.0ms (0.3%)

Memory

4.2MiB live, 4.2MiB allocated

Pruning

3 alts after pruning (0 fresh and 3 done)

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

Accuracy

98.9%

Counts

9 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.9%	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
✓	3.1%	#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
✓	4.2%	#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))

Compiler

Compiled 58 to 35 computations (39.7% saved)

regimes5.0ms (0.7%)

Memory

11.9MiB live, 11.9MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Outputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Calls

3 calls:

2.0ms	y
2.0ms	x
2.0ms	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))

Results

Accuracy	Segments	Branch
98.9%	1	`x`
98.9%	1	`y`
98.9%	1	`(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))`

Compiler

Compiled 9 to 10 computations (-11.1% saved)

regimes5.0ms (0.6%)

Memory

11.9MiB live, 11.9MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))

Outputs
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))

Calls

3 calls:

1.0ms	x
1.0ms	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
1.0ms	y

Results

Accuracy	Segments	Branch
4.2%	1	`x`
4.2%	1	`y`
4.2%	1	`(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))`

Compiler

Compiled 9 to 10 computations (-11.1% saved)

regimes5.0ms (0.7%)

Memory

-29.4MiB live, 9.4MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))

Outputs
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))

Calls

3 calls:

2.0ms	(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
1.0ms	x
1.0ms	y

Results

Accuracy	Segments	Branch
3.1%	1	`y`
3.1%	1	`x`
3.1%	1	`(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))`

Compiler

Compiled 9 to 10 computations (-11.1% saved)

simplify4.0ms (0.6%)

Memory

9.9MiB live, 9.9MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))

Outputs
(/.f64 (*.f64 x #s(literal 100 binary64)) (+.f64 x y))
#s(approx (/ (* x 100) (+ x y)) (*.f64 x #s(literal 100 binary64)))
#s(approx (/ (* x 100) (+ x y)) (+.f64 x y))

soundness1.0ms (0.1%)

Memory

1.3MiB live, 1.3MiB allocated

Stop Event

1×

done

Compiler

Compiled 29 to 12 computations (58.6% saved)

preprocess27.0ms (3.5%)

Memory: 13.0MiB live, 55.1MiB allocated
Compiler: Compiled 90 to 52 computations (42.2% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze20.0ms (2.6%)

sample594.0ms (76.4%)

explain62.0ms (8%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0.1%)

simplify0.0ms (0%)

localize19.0ms (2.5%)

series4.0ms (0.6%)

simplify0.0ms (0.1%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.2%)

simplify0.0ms (0%)

localize19.0ms (2.4%)

series2.0ms (0.2%)

simplify0.0ms (0.1%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.3%)

regimes5.0ms (0.7%)

regimes5.0ms (0.6%)

regimes5.0ms (0.7%)

simplify4.0ms (0.6%)

soundness1.0ms (0.1%)

preprocess27.0ms (3.5%)

end0.0ms (0%)

Profiling