Metrics for Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, I

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze129.0ms (7.5%)

Memory

11.0MiB live, 161.3MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	99.8%	0.2%	0%	0%	0%	3
0%	0%	99.8%	0.2%	0%	0%	0%	4
0%	0%	99.8%	0.2%	0%	0%	0%	5
50%	49.9%	49.9%	0.2%	0%	0%	0%	6
50%	49.9%	49.9%	0.2%	0%	0%	0%	7
50%	49.9%	49.9%	0.2%	0%	0%	0%	8
50%	49.9%	49.9%	0.2%	0%	0%	0%	9
50%	49.9%	49.9%	0.2%	0%	0%	0%	10
75%	74.8%	24.9%	0.2%	0%	0%	0%	11
75%	74.8%	24.9%	0.2%	0%	0%	0%	12

Compiler

Compiled 15 to 15 computations (0% saved)

sample871.0ms (50.6%)

Memory

63.8MiB live, 1 139.8MiB allocated

Samples

542.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 314.0ms

ival-mult: 207.0ms (65.8% of total)

ival-div: 54.0ms (17.2% of total)

ival-sub: 36.0ms (11.4% of total)

exact: 8.0ms (2.5% of total)

ival-true: 6.0ms (1.9% of total)

ival-assert: 3.0ms (1% of total)

Bogosity

explain120.0ms (7%)

Memory

-14.6MiB live, 180.4MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
17	-	1	(2.556909229182799e-141 6.394129798410403e-211 -1.756917679634965e-124 -2.033172449755403e-191 -3.673990254377027e-296)	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`
2	-	0	-	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`
0	-	0	-	`(*.f64 a #s(literal 2 binary64))`
0	-	0	-	`a`
0	-	0	-	`t`
0	-	0	-	`(.f64 (.f64 z #s(literal 9 binary64)) t)`
0	-	0	-	`#s(literal 9 binary64)`
0	-	0	-	`z`
0	-	0	-	`(*.f64 z #s(literal 9 binary64))`
0	-	0	-	`(*.f64 x y)`
0	-	0	-	`#s(literal 2 binary64)`
0	-	0	-	`y`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`	o/n	14	0
↳	`(.f64 (.f64 z #s(literal 9 binary64)) t)`	overflow	32
↳	`(*.f64 x y)`	overflow	28
↳	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`	overflow	57
`/.f64`	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`	u/n	2	0
↳	`(.f64 (.f64 z #s(literal 9 binary64)) t)`	underflow	25
↳	`(*.f64 x y)`	underflow	32
↳	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`	underflow	5
`-.f64`	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`	nan-rescue	2	0
↳	`(*.f64 x y)`	overflow	28
↳	`(.f64 (.f64 z #s(literal 9 binary64)) t)`	overflow	32

Confusion

	Predicted +	Predicted -
+	17	1
-	0	238

Precision

1.0

Recall

0.9444444444444444

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	17	0	1
-	0	0	238

Precision?

1.0

Recall?

0.9444444444444444

Freqs

test

number	freq
0	239
1	16
2	1

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

51.0ms

512×

valid

Compiler

Compiled 146 to 56 computations (61.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 28.0ms

ival-mult: 17.0ms (60.9% of total)

ival-sub: 6.0ms (21.5% of total)

ival-div: 3.0ms (10.8% of total)

exact: 1.0ms (3.6% of total)

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

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

preprocess4.0ms (0.2%)

Memory

9.1MiB live, 9.1MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Outputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Compiler

Compiled 13 to 13 computations (0% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated
Compiler: Compiled 0 to 5 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	93.4%	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Compiler

Compiled 13 to 13 computations (0% saved)

simplify0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(.f64 (.f64 z #s(literal 9 binary64)) t)
cost-diff	0	(*.f64 x y)
cost-diff	0	(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
cost-diff	0	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Calls

Call 1

Inputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
x
y
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)

Outputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
x
y
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)

localize31.0ms (1.8%)

Memory

-0.9MiB live, 44.0MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 a #s(literal 2 binary64))
accuracy	0.17578125	(.f64 (.f64 z #s(literal 9 binary64)) t)
accuracy	0.49999587166041165	(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
accuracy	3.9633669309635216	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Samples

24.0ms

256×

valid

Compiler

Compiled 88 to 28 computations (68.2% saved)

Precisions

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

ival-mult: 11.0ms (77% of total)

ival-div: 2.0ms (14% of total)

ival-sub: 1.0ms (7% of total)

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

exact: 0.0ms (0% of total)

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

series19.0ms (1.1%)

Memory

-9.8MiB live, 29.1MiB allocated

Counts

5 → 26

Calls

Call 1

Inputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 a #s(literal 2 binary64))

Outputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* -9 (* t z))
(- (* x y) (* 9 (* t z)))
(* x y)
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* x (+ y (* -9 (/ (* t z) x))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* y (+ x (* -9 (/ (* t z) y))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* -1 (* y (+ (* -1 x) (* 9 (/ (* t z) y)))))
(+ (* -9 (* t z)) (* x y))
(* 9 (* t z))
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* z (- (/ (* x y) z) (* 9 t)))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -9 t))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* t (- (/ (* x y) t) (* 9 z)))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -9 z))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))
(* 2 a)

Calls

15 calls:

Time	Variable		Point	Expression
3.0ms	y	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (* a 2))
2.0ms	z	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (* a 2))
1.0ms	a	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (* a 2))
1.0ms	x	@	0	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (* a 2))
1.0ms	a	@	0	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (* a 2))

simplify0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×	egg-herbie

Counts

26 → 5

Calls

Call 1

Inputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* -9 (* t z))
(- (* x y) (* 9 (* t z)))
(* x y)
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* x (+ y (* -9 (/ (* t z) x))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* y (+ x (* -9 (/ (* t z) y))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* -1 (* y (+ (* -1 x) (* 9 (/ (* t z) y)))))
(+ (* -9 (* t z)) (* x y))
(* 9 (* t z))
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* z (- (/ (* x y) z) (* 9 t)))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -9 t))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* t (- (/ (* x y) t) (* 9 z)))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -9 z))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))
(* 2 a)

Outputs
(* -9/2 (/ (* t z) a))
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(* -9 (* t z))
(*.f64 x y)
(- (* x y) (* 9 (* t z)))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(* x y)
(*.f64 a #s(literal 2 binary64))

rewrite0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Counts

5 → 5

Calls

Call 1

Inputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 a #s(literal 2 binary64))

Outputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 a #s(literal 2 binary64))

eval1.0ms (0.1%)

Memory: 2.4MiB live, 2.4MiB allocated
Compiler: Compiled 168 to 30 computations (82.1% saved)

prune2.0ms (0.1%)

Memory

3.5MiB live, 3.5MiB allocated

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	7	3	10
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	7	4	11

Accuracy

93.8%

Counts

11 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	93.4%	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
▶	34.9%	(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
▶	51.3%	(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
▶	13.8%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))

Compiler

Compiled 70 to 61 computations (12.9% saved)

simplify1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 12 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 a #s(literal 2 binary64))
cost-diff	0	#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
cost-diff	0	(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
cost-diff	0	(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
cost-diff	0	(*.f64 a #s(literal 2 binary64))
cost-diff	0	(*.f64 x y)
cost-diff	0	#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
cost-diff	0	(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
cost-diff	0	(.f64 (.f64 z #s(literal 9 binary64)) t)
cost-diff	0	(*.f64 x y)
cost-diff	0	(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
cost-diff	0	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
x
y
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
x
y
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
x
y
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
x
y
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t

localize36.0ms (2.1%)

Memory

-19.2MiB live, 57.3MiB allocated

Localize:

Found 12 expressions of interest:

New	Metric	Score
accuracy	0.17578125	(.f64 (.f64 z #s(literal 9 binary64)) t)
accuracy	0.49999587166041165	(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
accuracy	3.9633669309635216	(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
accuracy	61.79716514126168	#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
accuracy	0.0	(*.f64 x y)
accuracy	0.0	(*.f64 a #s(literal 2 binary64))
accuracy	3.9633669309635216	(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
accuracy	31.81123123845215	#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
accuracy	0.0	(*.f64 x y)
accuracy	0.17578125	(.f64 (.f64 z #s(literal 9 binary64)) t)
accuracy	0.49999587166041165	(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
accuracy	54.90131995258093	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))

Samples

24.0ms

256×

valid

Compiler

Compiled 254 to 41 computations (83.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-mult: 6.0ms (65.4% of total)

ival-div: 2.0ms (21.8% of total)

ival-sub: 1.0ms (10.9% of total)

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

exact: 0.0ms (0% of total)

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

series11.0ms (0.6%)

Memory

25.4MiB live, 25.4MiB allocated

Counts

10 → 26

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 a #s(literal 2 binary64))
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

Outputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* -9 (* t z))
(- (* x y) (* 9 (* t z)))
(* x y)
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* x (+ y (* -9 (/ (* t z) x))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* y (+ x (* -9 (/ (* t z) y))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* -1 (* y (+ (* -1 x) (* 9 (/ (* t z) y)))))
(+ (* -9 (* t z)) (* x y))
(* 9 (* t z))
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* z (- (/ (* x y) z) (* 9 t)))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -9 t))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* t (- (/ (* x y) t) (* 9 z)))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -9 z))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))
(* 2 a)

Calls

15 calls:

Time	Variable		Point	Expression
1.0ms	a	@	0	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	a	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	a	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	y	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	x	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (* (* z 9) t) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))

simplify1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

1×	egg-herbie

Counts

26 → 10

Calls

Call 1

Inputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* -9 (* t z))
(- (* x y) (* 9 (* t z)))
(* x y)
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* x (+ y (* -9 (/ (* t z) x))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* y (+ x (* -9 (/ (* t z) y))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* -1 (* y (+ (* -1 x) (* 9 (/ (* t z) y)))))
(+ (* -9 (* t z)) (* x y))
(* 9 (* t z))
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* z (- (/ (* x y) z) (* 9 t)))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -9 t))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* t (- (/ (* x y) t) (* 9 z)))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -9 z))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))
(* 2 a)

Outputs
(* -9/2 (/ (* t z) a))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(* -9 (* t z))
(*.f64 x y)
(- (* x y) (* 9 (* t z)))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(* x y)
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
(* 1/2 (/ (* x y) a))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(*.f64 a #s(literal 2 binary64))
(* x (+ y (* -9 (/ (* t z) x))))
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

rewrite1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Counts

10 → 10

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 a #s(literal 2 binary64))
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(*.f64 x y)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 a #s(literal 2 binary64))
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

eval5.0ms (0.3%)

Memory: -33.1MiB live, 8.8MiB allocated
Compiler: Compiled 557 to 41 computations (92.6% saved)

prune4.0ms (0.2%)

Memory

8.2MiB live, 8.2MiB allocated

Pruning

7 alts after pruning (4 fresh and 3 done)

	Pruned	Kept	Total
New	19	4	23
Fresh	0	0	0
Picked	1	2	3
Done	0	1	1
Total	20	7	27

Accuracy

93.8%

Counts

27 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	93.4%	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
✓	51.3%	(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
✓	13.8%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
▶	8.1%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
▶	2.3%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
▶	9.2%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
▶	11.4%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Compiler

Compiled 153 to 118 computations (22.9% saved)

simplify1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 13 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 a #s(literal 2 binary64))
cost-diff	0	#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
cost-diff	0	(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
cost-diff	0	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
cost-diff	0	(*.f64 a #s(literal 2 binary64))
cost-diff	0	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
cost-diff	0	(*.f64 z #s(literal 9 binary64))
cost-diff	0	(.f64 (.f64 z #s(literal 9 binary64)) t)
cost-diff	0	#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
cost-diff	0	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
cost-diff	0	(*.f64 x y)
cost-diff	0	#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
cost-diff	0	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
x
y
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
x
y
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
a
#s(literal 2 binary64)
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)
t

localize36.0ms (2.1%)

Memory

23.7MiB live, 61.4MiB allocated

Localize:

Found 13 expressions of interest:

New	Metric	Score
accuracy	0.17578125	(.f64 (.f64 z #s(literal 9 binary64)) t)
accuracy	0.49999587166041165	(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
accuracy	54.90131995258093	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
accuracy	61.79716514126168	#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))
accuracy	0.0	(*.f64 a #s(literal 2 binary64))
accuracy	62.51868300785801	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
accuracy	0.0	(*.f64 z #s(literal 9 binary64))
accuracy	0.17578125	(.f64 (.f64 z #s(literal 9 binary64)) t)
accuracy	54.90131995258093	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
accuracy	61.01588256634456	#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
accuracy	0.0	(*.f64 x y)
accuracy	31.81123123845215	#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
accuracy	54.90131995258093	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Samples

25.0ms

256×

valid

Compiler

Compiled 306 to 42 computations (86.3% saved)

Precisions

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

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

ival-div: 2.0ms (16% of total)

ival-sub: 1.0ms (8% of total)

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

exact: 0.0ms (0% of total)

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

series142.0ms (8.2%)

Memory

-156.3MiB live, 23.1MiB allocated

Counts

12 → 27

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

Outputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* -9 (* t z))
(- (* x y) (* 9 (* t z)))
(* x y)
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* x (+ y (* -9 (/ (* t z) x))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* y (+ x (* -9 (/ (* t z) y))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* -1 (* y (+ (* -1 x) (* 9 (/ (* t z) y)))))
(+ (* -9 (* t z)) (* x y))
(* 9 (* t z))
(* 9 z)
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* z (- (/ (* x y) z) (* 9 t)))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -9 t))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* t (- (/ (* x y) t) (* 9 z)))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -9 z))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))
(* 2 a)

Calls

15 calls:

Time	Variable		Point	Expression
130.0ms	y	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* (* z 9) t) (* z 9) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	a	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* (* z 9) t) (* z 9) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	z	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* (* z 9) t) (* z 9) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	z	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* (* z 9) t) (* z 9) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))
1.0ms	a	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* (* z 9) t) (* z 9) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (* a 2) (/ (- (* x y) (* (* z 9) t)) (* a 2)) (- (* x y) (* (* z 9) t)) (* x y))

simplify1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

1×	egg-herbie

Counts

27 → 12

Calls

Call 1

Inputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* -9 (* t z))
(- (* x y) (* 9 (* t z)))
(* x y)
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* x (+ y (* -9 (/ (* t z) x))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* y (+ x (* -9 (/ (* t z) y))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* -1 (* y (+ (* -1 x) (* 9 (/ (* t z) y)))))
(+ (* -9 (* t z)) (* x y))
(* 9 (* t z))
(* 9 z)
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* z (- (/ (* x y) z) (* 9 t)))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -9 t))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* t (- (/ (* x y) t) (* 9 z)))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -9 z))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))
(* 2 a)

Outputs
(* -9/2 (/ (* t z) a))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(* -9 (* t z))
(*.f64 x y)
(- (* x y) (* 9 (* t z)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
(* x y)
#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
(* 1/2 (/ (* x y) a))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(*.f64 z #s(literal 9 binary64))
(* x (+ y (* -9 (/ (* t z) x))))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(*.f64 a #s(literal 2 binary64))
(* -1 (* x (+ (* -1 y) (* 9 (/ (* t z) x)))))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
(* y (+ x (* -9 (/ (* t z) y))))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

rewrite1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Counts

12 → 12

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y))
(*.f64 x y)
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t))
(.f64 (.f64 z #s(literal 9 binary64)) t)
(*.f64 z #s(literal 9 binary64))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
(*.f64 a #s(literal 2 binary64))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t))
#s(approx (* x y) (*.f64 a #s(literal 2 binary64)))

eval2.0ms (0.1%)

Memory: 5.0MiB live, 5.0MiB allocated
Compiler: Compiled 689 to 41 computations (94% saved)

prune5.0ms (0.3%)

Memory

9.1MiB live, 9.1MiB allocated

Pruning

8 alts after pruning (1 fresh and 7 done)

	Pruned	Kept	Total
New	22	1	23
Fresh	0	0	0
Picked	0	4	4
Done	0	3	3
Total	22	8	30

Accuracy

93.8%

Counts

30 → 8

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	93.4%	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
✓	51.3%	(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
✓	13.8%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
✓	8.1%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
▶	3.2%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
✓	2.3%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
✓	9.2%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
✓	11.4%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Compiler

Compiled 170 to 134 computations (21.2% saved)

simplify0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 z #s(literal 9 binary64))
cost-diff	0	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
(*.f64 z #s(literal 9 binary64))
z
#s(literal 9 binary64)

localize26.0ms (1.5%)

Memory

0.4MiB live, 42.3MiB allocated

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(*.f64 z #s(literal 9 binary64))
accuracy	61.96168892860744	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))

Samples

20.0ms

256×

valid

Compiler

Compiled 42 to 31 computations (26.2% saved)

Precisions

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

ival-mult: 10.0ms (78.4% of total)

ival-div: 2.0ms (15.7% of total)

ival-sub: 1.0ms (7.8% of total)

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

exact: 0.0ms (0% of total)

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

series15.0ms (0.8%)

Memory

-34.3MiB live, 14.1MiB allocated

Counts

2 → 13

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
(*.f64 z #s(literal 9 binary64))

Outputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* 9 z)
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))

Calls

15 calls:

Time	Variable		Point	Expression
8.0ms	y	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (* z 9))
1.0ms	a	@	0	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (* z 9))
1.0ms	a	@	inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (* z 9))
1.0ms	a	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (* z 9))
1.0ms	y	@	-inf	((/ (- (* x y) (* (* z 9) t)) (* a 2)) (* z 9))

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Counts

13 → 2

Calls

Call 1

Inputs
(* -9/2 (/ (* t z) a))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(* 1/2 (/ (* x y) a))
(* x (+ (* -9/2 (/ (* t z) (* a x))) (* 1/2 (/ y a))))
(* -1 (* x (+ (* -1/2 (/ y a)) (* 9/2 (/ (* t z) (* a x))))))
(* y (+ (* -9/2 (/ (* t z) (* a y))) (* 1/2 (/ x a))))
(* -1 (* y (+ (* -1/2 (/ x a)) (* 9/2 (/ (* t z) (* a y))))))
(* 9 z)
(* z (+ (* -9/2 (/ t a)) (* 1/2 (/ (* x y) (* a z)))))
(* -1 (* z (+ (* -1/2 (/ (* x y) (* a z))) (* 9/2 (/ t a)))))
(* t (+ (* -9/2 (/ z a)) (* 1/2 (/ (* x y) (* a t)))))
(* -1 (* t (+ (* -1/2 (/ (* x y) (* a t))) (* 9/2 (/ z a)))))
(* 1/2 (/ (- (* x y) (* 9 (* t z))) a))

Outputs
(* -9/2 (/ (* t z) a))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
(+ (* -9/2 (/ (* t z) a)) (* 1/2 (/ (* x y) a)))
(*.f64 z #s(literal 9 binary64))

rewrite0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Counts

2 → 2

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
(*.f64 z #s(literal 9 binary64))

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
(*.f64 z #s(literal 9 binary64))

eval1.0ms (0%)

Memory: 0.9MiB live, 0.9MiB allocated
Compiler: Compiled 65 to 17 computations (73.8% saved)

prune4.0ms (0.2%)

Memory

8.5MiB live, 8.5MiB allocated

Pruning

8 alts after pruning (0 fresh and 8 done)

	Pruned	Kept	Total
New	3	0	3
Fresh	0	0	0
Picked	0	1	1
Done	0	7	7
Total	3	8	11

Accuracy

93.8%

Counts

11 → 8

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	93.4%	(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
✓	51.3%	(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
✓	13.8%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
✓	8.1%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
✓	3.2%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
✓	2.3%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
✓	9.2%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
✓	11.4%	#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Compiler

Compiled 357 to 167 computations (53.2% saved)

regimes41.0ms (2.4%)

Memory

-0.8MiB live, 77.1MiB allocated

Counts

9 → 1

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Outputs
(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Calls

11 calls:

5.0ms	z
4.0ms	(.f64 (.f64 z #s(literal 9 binary64)) t)
4.0ms	(*.f64 a #s(literal 2 binary64))
3.0ms	y
3.0ms	a

Results

Accuracy	Segments	Branch
93.4%	1	`x`
93.4%	1	`y`
93.4%	1	`z`
93.4%	1	`t`
93.4%	1	`a`
93.4%	1	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`
93.4%	1	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`
93.4%	1	`(*.f64 x y)`
93.4%	1	`(.f64 (.f64 z #s(literal 9 binary64)) t)`
93.4%	1	`(*.f64 z #s(literal 9 binary64))`
93.4%	1	`(*.f64 a #s(literal 2 binary64))`

Compiler

Compiled 41 to 76 computations (-85.4% saved)

regimes39.0ms (2.3%)

Memory

-10.5MiB live, 69.9MiB allocated

Counts

8 → 3

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))
(/.f64 (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))

Outputs

(/.f64 (-.f64 #s(approx (* x y) (*.f64 a #s(literal 2 binary64))) (*.f64 (*.f64 z #s(literal 9 binary64)) t)) (*.f64 a #s(literal 2 binary64)))

(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)) (*.f64 a #s(literal 2 binary64)))

(/.f64 (-.f64 #s(approx (* x y) (*.f64 a #s(literal 2 binary64))) (*.f64 (*.f64 z #s(literal 9 binary64)) t)) (*.f64 a #s(literal 2 binary64)))

Calls

11 calls:

6.0ms	y
4.0ms	(*.f64 x y)
3.0ms	(*.f64 a #s(literal 2 binary64))
3.0ms	a
3.0ms	x

Results

Accuracy	Segments	Branch
51.3%	1	`x`
56.2%	3	`y`
61.5%	3	`z`
65.6%	3	`t`
56.4%	3	`a`
58.0%	3	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`
56.3%	2	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`
59.0%	3	`(*.f64 x y)`
72.5%	3	`(.f64 (.f64 z #s(literal 9 binary64)) t)`
61.5%	3	`(*.f64 z #s(literal 9 binary64))`
56.4%	3	`(*.f64 a #s(literal 2 binary64))`

Compiler

Compiled 41 to 76 computations (-85.4% saved)

regimes30.0ms (1.8%)

Memory

20.5MiB live, 59.1MiB allocated

Counts

7 → 3

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (.f64 x y)) (.f64 a #s(literal 2 binary64)))

Outputs

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (*.f64 a #s(literal 2 binary64))) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

(/.f64 #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)) (*.f64 a #s(literal 2 binary64)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (*.f64 a #s(literal 2 binary64))) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

Calls

10 calls:

4.0ms	(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
3.0ms	(*.f64 a #s(literal 2 binary64))
3.0ms	a
3.0ms	y
3.0ms	(*.f64 z #s(literal 9 binary64))

Results

Accuracy	Segments	Branch
51.3%	1	`y`
51.3%	1	`a`
51.3%	1	`(*.f64 a #s(literal 2 binary64))`
51.3%	1	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`
51.3%	1	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`
51.3%	1	`(*.f64 x y)`
51.3%	1	`z`
51.3%	1	`(*.f64 z #s(literal 9 binary64))`
55.2%	3	`t`
55.9%	3	`(.f64 (.f64 z #s(literal 9 binary64)) t)`

Compiler

Compiled 40 to 71 computations (-77.5% saved)

regimes32.0ms (1.8%)

Memory

-16.0MiB live, 61.6MiB allocated

Counts

6 → 3

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t)))

Outputs

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 (*.f64 x y) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Calls

11 calls:

4.0ms	(*.f64 x y)
4.0ms	(*.f64 a #s(literal 2 binary64))
3.0ms	a
3.0ms	x
3.0ms	y

Results

Accuracy	Segments	Branch
20.9%	3	`a`
20.9%	3	`(*.f64 a #s(literal 2 binary64))`
13.8%	1	`y`
17.1%	3	`z`
13.8%	1	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`
13.8%	1	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`
17.1%	3	`(*.f64 z #s(literal 9 binary64))`
13.8%	1	`x`
13.8%	1	`(*.f64 x y)`
13.8%	1	`t`
13.8%	1	`(.f64 (.f64 z #s(literal 9 binary64)) t)`

Compiler

Compiled 41 to 76 computations (-85.4% saved)

regimes5.0ms (0.3%)

Memory

13.0MiB live, 13.0MiB allocated

Counts

5 → 3

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (.f64 a #s(literal 2 binary64))) (.f64 (*.f64 z #s(literal 9 binary64)) t)))

Outputs

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (-.f64 #s(approx (* x y) (*.f64 a #s(literal 2 binary64))) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Calls

2 calls:

2.0ms	a
2.0ms	(*.f64 a #s(literal 2 binary64))

Results

Accuracy	Segments	Branch
17.3%	3	`a`
17.3%	3	`(*.f64 a #s(literal 2 binary64))`

Compiler

Compiled 4 to 12 computations (-200% saved)

regimes5.0ms (0.3%)

Memory

11.1MiB live, 11.1MiB allocated

Counts

4 → 2

Calls

Call 1

Inputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (.f64 (.f64 z #s(literal 9 binary64)) t)))

Outputs

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 (*.f64 z #s(literal 9 binary64)) t)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Calls

2 calls:

2.0ms	(*.f64 a #s(literal 2 binary64))
2.0ms	a

Results

Accuracy	Segments	Branch
15.7%	2	`a`
15.7%	2	`(*.f64 a #s(literal 2 binary64))`

Compiler

Compiled 4 to 12 computations (-200% saved)

regimes22.0ms (1.3%)

Memory

-31.7MiB live, 49.1MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 a #s(literal 2 binary64)))

#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) (*.f64 z #s(literal 9 binary64)))

Outputs
#s(approx (/ (- (* x y) (* (* z 9) t)) (* a 2)) #s(approx (- (* x y) (* (* z 9) t)) (*.f64 x y)))

Calls

11 calls:

3.0ms	a
3.0ms	(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))
2.0ms	z
2.0ms	(*.f64 z #s(literal 9 binary64))
2.0ms	(*.f64 a #s(literal 2 binary64))

Results

Accuracy	Segments	Branch
11.4%	1	`(-.f64 (.f64 x y) (.f64 (*.f64 z #s(literal 9 binary64)) t))`
11.4%	1	`(*.f64 x y)`
11.4%	1	`x`
11.4%	1	`t`
11.4%	1	`(/.f64 (-.f64 (.f64 x y) (.f64 (.f64 z #s(literal 9 binary64)) t)) (.f64 a #s(literal 2 binary64)))`
11.4%	1	`y`
11.4%	1	`(.f64 (.f64 z #s(literal 9 binary64)) t)`
11.4%	1	`z`
11.4%	1	`(*.f64 z #s(literal 9 binary64))`
11.4%	1	`a`
11.4%	1	`(*.f64 a #s(literal 2 binary64))`

Compiler

Compiled 41 to 76 computations (-85.4% saved)

bsearch1.0ms (0%)

Memory

3.2MiB live, 3.2MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	2.048787805860475e+98	5.375690861076597e+104
0.0ms	-3.9924386722336296e+65	-3.848536181860857e+64

Compiler

Compiled 16 to 21 computations (-31.3% saved)

bsearch0.0ms (0%)

Memory

2.2MiB live, 2.2MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	9.101620518512806e+293	+inf
0.0ms	-inf	-3.5945814099347145e+292

Compiler

Compiled 16 to 21 computations (-31.3% saved)

bsearch33.0ms (1.9%)

Memory

22.7MiB live, 58.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
19.0ms	9.323289856471039e+150	7.343638391605342e+162
11.0ms	-3.997699751029798e-307	4.26151708457075e-308

Samples

15.0ms

272×

valid

Compiler

Compiled 880 to 664 computations (24.5% saved)

Precisions

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

ival-mult: 5.0ms (61.7% of total)

ival-div: 2.0ms (24.7% of total)

ival-sub: 1.0ms (12.3% of total)

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

exact: 0.0ms (0% of total)

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

bsearch31.0ms (1.8%)

Memory

16.2MiB live, 54.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	1.1172635271005812e-57	2.7651401350265946e-52
14.0ms	-7.166102412815906e-306	-3.997699751029798e-307

Samples

18.0ms

256×

valid

Compiler

Compiled 862 to 627 computations (27.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 11.0ms

ival-div: 5.0ms (43.7% of total)

ival-mult: 5.0ms (43.7% of total)

ival-sub: 1.0ms (8.7% of total)

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

exact: 0.0ms (0% of total)

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

bsearch8.0ms (0.5%)

Memory

-39.9MiB live, 2.9MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
8.0ms	-3.997699751029798e-307	4.26151708457075e-308

Compiler

Compiled 408 to 273 computations (33.1% saved)

simplify5.0ms (0.3%)

Memory: 12.7MiB live, 12.7MiB allocated

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze129.0ms (7.5%)

sample871.0ms (50.6%)

explain120.0ms (7%)

preprocess4.0ms (0.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize31.0ms (1.8%)

series19.0ms (1.1%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.1%)

simplify1.0ms (0%)

localize36.0ms (2.1%)

series11.0ms (0.6%)

simplify1.0ms (0%)

rewrite1.0ms (0%)

eval5.0ms (0.3%)

prune4.0ms (0.2%)

simplify1.0ms (0%)

localize36.0ms (2.1%)

series142.0ms (8.2%)

simplify1.0ms (0%)

rewrite1.0ms (0%)

eval2.0ms (0.1%)

prune5.0ms (0.3%)

simplify0.0ms (0%)

localize26.0ms (1.5%)

series15.0ms (0.8%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0%)

prune4.0ms (0.2%)

regimes41.0ms (2.4%)

regimes39.0ms (2.3%)

regimes30.0ms (1.8%)

regimes32.0ms (1.8%)

regimes5.0ms (0.3%)

regimes5.0ms (0.3%)

regimes22.0ms (1.3%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch33.0ms (1.9%)

bsearch31.0ms (1.8%)

bsearch8.0ms (0.5%)

simplify5.0ms (0.3%)

end0.0ms (0%)

Profiling