Metrics for Optimisation.CirclePacking:place from circle-packing-0.1.0.4, I

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

analyze0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated; 0ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
100%	99.9%	0%	0.1%	0%	0%	0%	1

Compiler

Compiled 7 to 7 computations (0% saved)

sample816.0ms (39.4%)

Memory

-30.3MiB live, 887.5MiB allocated; 209ms collecting garbage

Samples

488.0ms	8 253×	0	valid
0.0ms	2×	2	valid
0.0ms	1×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 204.0ms

ival-add: 193.0ms (94.5% of total)

ival-true: 6.0ms (2.9% of total)

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

adjust: 2.0ms (1% of total)

Bogosity

explain69.0ms (3.3%)

Memory

18.0MiB live, 111.2MiB allocated; 6ms collecting garbage

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(+.f64 (+.f64 x y) z)`
-	-	`y`
-	-	`(+.f64 x y)`
-	-	`z`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0/0

Recall?

0/0

Samples

42.0ms

512×

valid

Compiler

Compiled 31 to 19 computations (38.7% saved)

Precisions

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

ival-add: 5.0ms (84.3% of total)

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

adjust: 0.0ms (0% of total)

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

preprocess25.0ms (1.2%)

Memory

-30.6MiB live, 30.1MiB allocated; 16ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	22	59
1	47	58
2	84	56
3	127	56
4	133	56
5	145	56
6	146	56
0	5	5
0	7	5
1	11	5
2	18	5
3	20	5
0	20	5

Stop Event

1×	iter limit
1×	saturated
1×	iter limit
1×	saturated

Calls

Call 1

Inputs
(+.f64 (+.f64 x y) z)

Outputs
(+.f64 (+.f64 x y) z)
(+.f64 z (+.f64 y x))

Symmetry

(sort x y z)

Compiler

Compiled 5 to 5 computations (0% saved)

eval0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(+.f64 (+.f64 x y) z)

Compiler

Compiled 5 to 5 computations (0% saved)

simplify4.0ms (0.2%)

Memory

6.0MiB live, 6.0MiB allocated; 0ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(+.f64 x y)
cost-diff	0	(+.f64 (+.f64 x y) z)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	11
0	7	11
1	11	11
2	18	11
3	20	11
0	20	11

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(+.f64 (+.f64 x y) z)
(+.f64 x y)
x
y
z

Outputs
(+.f64 (+.f64 x y) z)
(+.f64 z (+.f64 y x))
(+.f64 x y)
(+.f64 y x)
x
y
z

localize18.0ms (0.8%)

Memory

-10.9MiB live, 33.7MiB allocated; 5ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(+.f64 (+.f64 x y) z)
accuracy	0.0	(+.f64 x y)

Samples

9.0ms

256×

valid

Compiler

Compiled 13 to 7 computations (46.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 3.0ms

ival-add: 3.0ms (101.1% of total)

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

adjust: 0.0ms (0% of total)

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

series2.0ms (0.1%)

Memory

5.2MiB live, 5.2MiB allocated; 0ms collecting garbage

Counts

2 → 20

Calls

Call 1

Inputs
(+.f64 (+.f64 x y) z)
(+.f64 x y)

Outputs
#s(approx (+ (+ x y) z) #s(hole binary64 (+ y z)))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x (+ y z))))
#s(approx (+ x y) #s(hole binary64 y))
#s(approx (+ x y) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 x))
#s(approx (+ (+ x y) z) #s(hole binary64 (* x (+ 1 (+ (/ y x) (/ z x))))))
#s(approx (+ x y) #s(hole binary64 x))
#s(approx (+ x y) #s(hole binary64 (* x (+ 1 (/ y x)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (+ y z) x)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* x (- (* -1 (/ y x)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x z)))
#s(approx (+ (+ x y) z) #s(hole binary64 y))
#s(approx (+ (+ x y) z) #s(hole binary64 (* y (+ 1 (+ (/ x y) (/ z y))))))
#s(approx (+ x y) #s(hole binary64 (* y (+ 1 (/ x y)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* y (- (* -1 (/ (+ x z) y)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* y (- (* -1 (/ x y)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 z))
#s(approx (+ (+ x y) z) #s(hole binary64 (* z (+ 1 (+ (/ x z) (/ y z))))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* z (- (* -1 (/ (+ x y) z)) 1)))))

Calls

9 calls:

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

simplify199.0ms (9.6%)

Memory

24.5MiB live, 169.6MiB allocated; 13ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	72	170
1	167	170
2	429	170
3	1209	170
4	5943	170
0	8417	170

Stop Event

1×	iter limit
1×	node limit

Counts

20 → 20

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) #s(hole binary64 (+ y z)))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x (+ y z))))
#s(approx (+ x y) #s(hole binary64 y))
#s(approx (+ x y) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 x))
#s(approx (+ (+ x y) z) #s(hole binary64 (* x (+ 1 (+ (/ y x) (/ z x))))))
#s(approx (+ x y) #s(hole binary64 x))
#s(approx (+ x y) #s(hole binary64 (* x (+ 1 (/ y x)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (+ y z) x)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* x (- (* -1 (/ y x)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x z)))
#s(approx (+ (+ x y) z) #s(hole binary64 y))
#s(approx (+ (+ x y) z) #s(hole binary64 (* y (+ 1 (+ (/ x y) (/ z y))))))
#s(approx (+ x y) #s(hole binary64 (* y (+ 1 (/ x y)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* y (- (* -1 (/ (+ x z) y)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* y (- (* -1 (/ x y)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 z))
#s(approx (+ (+ x y) z) #s(hole binary64 (* z (+ 1 (+ (/ x z) (/ y z))))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* z (- (* -1 (/ (+ x y) z)) 1)))))

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

rewrite293.0ms (14.1%)

Memory

8.4MiB live, 286.4MiB allocated; 29ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	8
0	7	8
1	36	8
2	309	8
3	4867	8
0	8255	8

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

2 → 128

Calls

Call 1

Inputs
(+.f64 (+.f64 x y) z)
(+.f64 x y)

Outputs
(*.f64 (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (-.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (fma.f64 z (+.f64 z (+.f64 y x)) (pow.f64 (+.f64 y x) #s(literal 2 binary64))))
(*.f64 (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (+.f64 z (+.f64 y x)))
(.f64 (/.f64 (+.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (+.f64 y x) #s(literal 3 binary64))) (-.f64 (pow.f64 (+.f64 y x) #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 z (+.f64 y x)) z) #s(literal 2 binary64)))) (-.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (*.f64 (-.f64 z (+.f64 y x)) z)))
(.f64 (/.f64 (+.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (+.f64 y x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (-.f64 z (+.f64 y x)) z) #s(literal 3 binary64)) (pow.f64 (+.f64 y x) #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 z (+.f64 y x)) z) (-.f64 (.f64 (-.f64 z (+.f64 y x)) z) (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (pow.f64 (+.f64 y x) #s(literal 4 binary64))))
(*.f64 (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (/.f64 (+.f64 z (+.f64 y x)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))))
(*.f64 (+.f64 z (+.f64 y x)) (/.f64 (-.f64 (+.f64 y x) z) (-.f64 (+.f64 y x) z)))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z))) (.f64 (.f64 z (/.f64 z (-.f64 (+.f64 y x) z))) (.f64 z (/.f64 z (-.f64 (+.f64 y x) z))))) (+.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) (*.f64 z (/.f64 z (-.f64 (+.f64 y x) z)))))
(/.f64 (-.f64 (.f64 (+.f64 z x) (+.f64 z x)) (.f64 y y)) (-.f64 (+.f64 z x) y))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))))) (.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))))) (-.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))))))
(/.f64 (-.f64 (pow.f64 (+.f64 z y) #s(literal 2 binary64)) (*.f64 x x)) (-.f64 (+.f64 z y) x))
(/.f64 (-.f64 (.f64 y y) (.f64 (+.f64 z x) (+.f64 z x))) (-.f64 y (+.f64 z x)))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) #s(literal 3 binary64)) (pow.f64 (.f64 z (/.f64 z (-.f64 (+.f64 y x) z))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) (fma.f64 (.f64 z (/.f64 z (-.f64 (+.f64 y x) z))) (.f64 z (/.f64 z (-.f64 (+.f64 y x) z))) (.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) (*.f64 z (/.f64 z (-.f64 (+.f64 y x) z)))))))
(/.f64 (+.f64 (pow.f64 (+.f64 z x) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (+.f64 z x) (+.f64 z x) (-.f64 (.f64 y y) (.f64 (+.f64 z x) y))))
(/.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (-.f64 (.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))))) (.f64 (/.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))))))))
(/.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (+.f64 z x) #s(literal 3 binary64))) (fma.f64 y y (-.f64 (.f64 (+.f64 z x) (+.f64 z x)) (.f64 y (+.f64 z x)))))
(/.f64 (neg.f64 (-.f64 (*.f64 z z) (pow.f64 (+.f64 y x) #s(literal 2 binary64)))) (neg.f64 (-.f64 z (+.f64 y x))))
(/.f64 (neg.f64 (-.f64 (*.f64 x x) (pow.f64 (+.f64 z y) #s(literal 2 binary64)))) (neg.f64 (-.f64 (-.f64 x y) z)))
(/.f64 (neg.f64 (+.f64 (pow.f64 (+.f64 z y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 (+.f64 z y) (-.f64 (+.f64 z y) x) (*.f64 x x))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (neg.f64 z) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (+.f64 y x) z))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (+.f64 y x) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (pow.f64 (+.f64 y x) #s(literal 2 binary64)) (-.f64 (+.f64 y x) z)) (.f64 (-.f64 (+.f64 y x) z) (.f64 z z))) (.f64 (-.f64 (+.f64 y x) z) (-.f64 (+.f64 y x) z)))
(/.f64 (fma.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (.f64 (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (pow.f64 z #s(literal 3 binary64)))) (.f64 (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (+.f64 y x) #s(literal 4 binary64)) (pow.f64 z #s(literal 4 binary64))) (*.f64 (fma.f64 z z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (-.f64 (+.f64 y x) z)))
(/.f64 (-.f64 (*.f64 z z) (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (-.f64 z (+.f64 y x)))
(/.f64 (-.f64 (*.f64 x x) (pow.f64 (+.f64 z y) #s(literal 2 binary64))) (-.f64 (-.f64 x y) z))
(/.f64 (-.f64 (pow.f64 (+.f64 y x) #s(literal 6 binary64)) (pow.f64 z #s(literal 6 binary64))) (.f64 (fma.f64 (.f64 z z) (fma.f64 z z (pow.f64 (+.f64 y x) #s(literal 2 binary64))) (pow.f64 (+.f64 y x) #s(literal 4 binary64))) (-.f64 (+.f64 y x) z)))
(/.f64 (-.f64 (pow.f64 (+.f64 y x) #s(literal 6 binary64)) (pow.f64 z #s(literal 6 binary64))) (*.f64 (-.f64 (pow.f64 (+.f64 y x) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) (fma.f64 (-.f64 z (+.f64 y x)) z (pow.f64 (+.f64 y x) #s(literal 2 binary64)))))
(/.f64 (+.f64 (pow.f64 (+.f64 z y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (+.f64 z y) #s(literal 2 binary64)) (-.f64 (.f64 x x) (.f64 (+.f64 z y) x))))
(/.f64 (+.f64 (pow.f64 (+.f64 z y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (+.f64 z y) (-.f64 (+.f64 z y) x) (*.f64 x x)))
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(fma.f64 (pow.f64 y #s(literal 3/2 binary64)) (/.f64 (pow.f64 y #s(literal 3/2 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))
(fma.f64 (neg.f64 x) (/.f64 (neg.f64 x) (-.f64 x y)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 x y)))
(fma.f64 (fabs.f64 x) (/.f64 (fabs.f64 x) (-.f64 x y)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 x y)))
(fma.f64 (.f64 y y) (/.f64 y (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (*.f64 x x))))
(fma.f64 (.f64 x x) (/.f64 x (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (*.f64 x x))))
(fma.f64 y (/.f64 (.f64 y y) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (*.f64 x x))))
(fma.f64 x (/.f64 x (-.f64 x y)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 x y)))
(fma.f64 x (/.f64 (.f64 x x) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (*.f64 x x))))
(-.f64 (/.f64 (.f64 y y) (-.f64 y x)) (/.f64 (.f64 x x) (-.f64 y x)))
(-.f64 (.f64 x (/.f64 x (-.f64 x y))) (.f64 y (/.f64 y (-.f64 x y))))
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (.f64 x (/.f64 x (-.f64 x y))) (/.f64 (.f64 (neg.f64 y) y) (-.f64 x y)))
(+.f64 y x)
(+.f64 x y)

eval15.0ms (0.7%)

Memory: -11.2MiB live, 35.1MiB allocated; 2ms collecting garbage
Compiler: Compiled 3 908 to 463 computations (88.2% saved)

prune4.0ms (0.2%)

Memory

16.5MiB live, 16.5MiB allocated; 0ms collecting garbage

Pruning

5 alts after pruning (5 fresh and 0 done)

	Pruned	Kept	Total
New	133	5	138
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	134	5	139

Accuracy

100.0%

Counts

139 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	53.2%	(+.f64 #s(approx (+ x y) y) z)
▶	98.3%	(+.f64 #s(approx (+ x y) x) z)
▶	47.3%	#s(approx (+ (+ x y) z) (+.f64 y x))
▶	51.4%	#s(approx (+ (+ x y) z) z)
▶	46.0%	#s(approx (+ (+ x y) z) x)

Compiler

Compiled 74 to 62 computations (16.2% saved)

simplify5.0ms (0.2%)

Memory

8.2MiB live, 8.2MiB allocated; 0ms collecting garbage

Localize:

Found 8 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	58
0	16	58
1	22	58
2	29	58
3	31	58
0	31	58

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(+.f64 #s(approx (+ x y) x) z)
#s(approx (+ x y) x)
x
z
#s(approx (+ (+ x y) z) x)
x
#s(approx (+ (+ x y) z) z)
z
#s(approx (+ (+ x y) z) (+.f64 y x))
(+.f64 y x)
y
x
(+.f64 #s(approx (+ x y) y) z)
#s(approx (+ x y) y)
y
z

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

localize22.0ms (1%)

Memory

-10.5MiB live, 45.3MiB allocated; 4ms collecting garbage

Localize:

Found 8 expressions of interest:

New	Metric	Score
accuracy	0.0	(+.f64 #s(approx (+ x y) y) z)
accuracy	46.812204265678076	#s(approx (+ x y) y)
accuracy	0.0	(+.f64 y x)
accuracy	33.7511188559726	#s(approx (+ (+ x y) z) (+.f64 y x))
accuracy	31.104239789981808	#s(approx (+ (+ x y) z) z)
accuracy	34.57541644527497	#s(approx (+ (+ x y) z) x)
accuracy	0.0	(+.f64 #s(approx (+ x y) x) z)
accuracy	15.720034127813584	#s(approx (+ x y) x)

Samples

16.0ms

256×

valid

Compiler

Compiled 44 to 8 computations (81.8% saved)

Precisions

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

ival-add: 7.0ms (101.5% of total)

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

adjust: 0.0ms (0% of total)

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

series4.0ms (0.2%)

Memory

-38.3MiB live, 8.9MiB allocated; 3ms collecting garbage

Counts

8 → 27

Calls

Call 1

Inputs
(+.f64 #s(approx (+ x y) x) z)
#s(approx (+ x y) x)
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)
#s(approx (+ (+ x y) z) (+.f64 y x))
(+.f64 y x)
(+.f64 #s(approx (+ x y) y) z)
#s(approx (+ x y) y)

Outputs
#s(approx (+ (+ x y) z) #s(hole binary64 (+ y z)))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x (+ y z))))
#s(approx (+ x y) #s(hole binary64 y))
#s(approx (+ x y) #s(hole binary64 (+ x y)))
#s(approx (+ y x) #s(hole binary64 y))
#s(approx (+ y x) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 x))
#s(approx (+ (+ x y) z) #s(hole binary64 (* x (+ 1 (+ (/ y x) (/ z x))))))
#s(approx (+ x y) #s(hole binary64 x))
#s(approx (+ x y) #s(hole binary64 (* x (+ 1 (/ y x)))))
#s(approx (+ y x) #s(hole binary64 x))
#s(approx (+ y x) #s(hole binary64 (* x (+ 1 (/ y x)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (+ y z) x)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* x (- (* -1 (/ y x)) 1)))))
#s(approx (+ y x) #s(hole binary64 (* -1 (* x (- (* -1 (/ y x)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x z)))
#s(approx (+ (+ x y) z) #s(hole binary64 y))
#s(approx (+ (+ x y) z) #s(hole binary64 (* y (+ 1 (+ (/ x y) (/ z y))))))
#s(approx (+ x y) #s(hole binary64 (* y (+ 1 (/ x y)))))
#s(approx (+ y x) #s(hole binary64 (* y (+ 1 (/ x y)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* y (- (* -1 (/ (+ x z) y)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* y (- (* -1 (/ x y)) 1)))))
#s(approx (+ y x) #s(hole binary64 (* -1 (* y (- (* -1 (/ x y)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 z))
#s(approx (+ (+ x y) z) #s(hole binary64 (* z (+ 1 (+ (/ x z) (/ y z))))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* z (- (* -1 (/ (+ x y) z)) 1)))))

Calls

9 calls:

Time	Variable		Point	Expression
2.0ms	y	@	inf	((+ (+ x y) z) (+ x y) (+ (+ x y) z) (+ (+ x y) z) (+ (+ x y) z) (+ y x) (+ (+ x y) z) (+ x y))
0.0ms	y	@	-inf	((+ (+ x y) z) (+ x y) (+ (+ x y) z) (+ (+ x y) z) (+ (+ x y) z) (+ y x) (+ (+ x y) z) (+ x y))
0.0ms	x	@	-inf	((+ (+ x y) z) (+ x y) (+ (+ x y) z) (+ (+ x y) z) (+ (+ x y) z) (+ y x) (+ (+ x y) z) (+ x y))
0.0ms	x	@	inf	((+ (+ x y) z) (+ x y) (+ (+ x y) z) (+ (+ x y) z) (+ (+ x y) z) (+ y x) (+ (+ x y) z) (+ x y))
0.0ms	z	@	-inf	((+ (+ x y) z) (+ x y) (+ (+ x y) z) (+ (+ x y) z) (+ (+ x y) z) (+ y x) (+ (+ x y) z) (+ x y))

simplify126.0ms (6.1%)

Memory

19.5MiB live, 212.1MiB allocated; 16ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	80	215
1	174	215
2	436	215
3	1216	215
4	5924	215
0	8395	215

Stop Event

1×	iter limit
1×	node limit

Counts

27 → 27

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) #s(hole binary64 (+ y z)))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x (+ y z))))
#s(approx (+ x y) #s(hole binary64 y))
#s(approx (+ x y) #s(hole binary64 (+ x y)))
#s(approx (+ y x) #s(hole binary64 y))
#s(approx (+ y x) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 x))
#s(approx (+ (+ x y) z) #s(hole binary64 (* x (+ 1 (+ (/ y x) (/ z x))))))
#s(approx (+ x y) #s(hole binary64 x))
#s(approx (+ x y) #s(hole binary64 (* x (+ 1 (/ y x)))))
#s(approx (+ y x) #s(hole binary64 x))
#s(approx (+ y x) #s(hole binary64 (* x (+ 1 (/ y x)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (+ y z) x)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* x (- (* -1 (/ y x)) 1)))))
#s(approx (+ y x) #s(hole binary64 (* -1 (* x (- (* -1 (/ y x)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x z)))
#s(approx (+ (+ x y) z) #s(hole binary64 y))
#s(approx (+ (+ x y) z) #s(hole binary64 (* y (+ 1 (+ (/ x y) (/ z y))))))
#s(approx (+ x y) #s(hole binary64 (* y (+ 1 (/ x y)))))
#s(approx (+ y x) #s(hole binary64 (* y (+ 1 (/ x y)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* y (- (* -1 (/ (+ x z) y)) 1)))))
#s(approx (+ x y) #s(hole binary64 (* -1 (* y (- (* -1 (/ x y)) 1)))))
#s(approx (+ y x) #s(hole binary64 (* -1 (* y (- (* -1 (/ x y)) 1)))))
#s(approx (+ (+ x y) z) #s(hole binary64 (+ x y)))
#s(approx (+ (+ x y) z) #s(hole binary64 z))
#s(approx (+ (+ x y) z) #s(hole binary64 (* z (+ 1 (+ (/ x z) (/ y z))))))
#s(approx (+ (+ x y) z) #s(hole binary64 (* -1 (* z (- (* -1 (/ (+ x y) z)) 1)))))

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

rewrite159.0ms (7.7%)

Memory

-1.3MiB live, 273.4MiB allocated; 38ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	50
0	16	50
1	75	50
2	642	50
0	8666	50

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

8 → 174

Calls

Call 1

Inputs
(+.f64 #s(approx (+ x y) x) z)
#s(approx (+ x y) x)
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)
#s(approx (+ (+ x y) z) (+.f64 y x))
(+.f64 y x)
(+.f64 #s(approx (+ x y) y) z)
#s(approx (+ x y) y)

Outputs
(.f64 (/.f64 (.f64 (-.f64 #s(approx (+ x y) x) z) (+.f64 z #s(approx (+ x y) x))) (-.f64 (pow.f64 #s(approx (+ x y) x) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (fma.f64 z (+.f64 z #s(approx (+ x y) x)) (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64))))
(.f64 (/.f64 (+.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 #s(approx (+ x y) x) #s(literal 3 binary64))) (-.f64 (pow.f64 #s(approx (+ x y) x) #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 z #s(approx (+ x y) x)) z) #s(literal 2 binary64)))) (-.f64 (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64)) (*.f64 (-.f64 z #s(approx (+ x y) x)) z)))
(.f64 (/.f64 (+.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 #s(approx (+ x y) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (-.f64 z #s(approx (+ x y) x)) z) #s(literal 3 binary64)) (pow.f64 #s(approx (+ x y) x) #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 z #s(approx (+ x y) x)) z) (-.f64 (.f64 (-.f64 z #s(approx (+ x y) x)) z) (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64))) (pow.f64 #s(approx (+ x y) x) #s(literal 4 binary64))))
(.f64 (/.f64 (.f64 (-.f64 #s(approx (+ x y) x) z) (+.f64 z #s(approx (+ x y) x))) (*.f64 (-.f64 #s(approx (+ x y) x) z) (+.f64 z #s(approx (+ x y) x)))) (+.f64 z #s(approx (+ x y) x)))
(*.f64 (fma.f64 (-.f64 z #s(approx (+ x y) x)) z (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64))) (/.f64 (+.f64 z #s(approx (+ x y) x)) (fma.f64 (-.f64 z #s(approx (+ x y) x)) z (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64)))))
(*.f64 (+.f64 z #s(approx (+ x y) x)) (/.f64 (-.f64 #s(approx (+ x y) x) z) (-.f64 #s(approx (+ x y) x) z)))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64)) (-.f64 #s(approx (+ x y) x) z)) (/.f64 (pow.f64 #s(approx (+ x y) x) #s(literal 2 binary64)) (-.f64 #s(approx (+ x y) x) z))) (.f64 (.f64 z (/.f64 z (-.f64 #s(approx (+ x y) x) z))) (.f64 z (/.f64 z (-.f64 #s(approx (+ x y) x) z))))) (fma.f64 #s(approx (+ x y) x) (/.f64 #s(approx (+ x y) x) (-.f64 #s(approx (+ x y) x) z)) (*.f64 z (/.f64 z (-.f64 #s(approx (+ x y) x) z)))))
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(/.f64 (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 6 binary64)) (pow.f64 z #s(literal 6 binary64))) (.f64 (fma.f64 (.f64 z z) (fma.f64 z z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64))) (pow.f64 #s(approx (+ x y) y) #s(literal 4 binary64))) (-.f64 #s(approx (+ x y) y) z)))
(/.f64 (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 6 binary64)) (pow.f64 z #s(literal 6 binary64))) (*.f64 (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(/.f64 (+.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 9 binary64)) (pow.f64 z #s(literal 9 binary64))) (.f64 (+.f64 (-.f64 (pow.f64 z #s(literal 6 binary64)) (pow.f64 (.f64 #s(approx (+ x y) y) z) #s(literal 3 binary64))) (pow.f64 #s(approx (+ x y) y) #s(literal 6 binary64))) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(/.f64 (*.f64 (neg.f64 (+.f64 #s(approx (+ x y) y) z)) (-.f64 #s(approx (+ x y) y) z)) (neg.f64 (-.f64 #s(approx (+ x y) y) z)))
(/.f64 (neg.f64 (+.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(/.f64 (*.f64 (-.f64 #s(approx (+ x y) y) z) (+.f64 #s(approx (+ x y) y) z)) (-.f64 #s(approx (+ x y) y) z))
(/.f64 (+.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64))))
(neg.f64 (/.f64 (*.f64 (neg.f64 (+.f64 #s(approx (+ x y) y) z)) (-.f64 #s(approx (+ x y) y) z)) (-.f64 #s(approx (+ x y) y) z)))
(neg.f64 (/.f64 (neg.f64 (+.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(neg.f64 (/.f64 (*.f64 (-.f64 #s(approx (+ x y) y) z) (+.f64 #s(approx (+ x y) y) z)) (neg.f64 (-.f64 #s(approx (+ x y) y) z))))
(neg.f64 (/.f64 (+.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) (neg.f64 (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64))))))
(fma.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 z #s(approx (+ x y) y)) z) #s(literal 2 binary64)))) (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (.f64 (-.f64 z #s(approx (+ x y) y)) z)) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 (-.f64 z #s(approx (+ x y) y)) z) #s(literal 3 binary64)) (pow.f64 #s(approx (+ x y) y) #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 z #s(approx (+ x y) y)) z) (-.f64 (*.f64 (-.f64 z #s(approx (+ x y) y)) z) (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64))) (pow.f64 #s(approx (+ x y) y) #s(literal 4 binary64))) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (fma.f64 z (+.f64 #s(approx (+ x y) y) z) (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64))) (/.f64 (*.f64 (neg.f64 z) z) (-.f64 #s(approx (+ x y) y) z)))
(fma.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (.f64 (-.f64 #s(approx (+ x y) y) z) (+.f64 #s(approx (+ x y) y) z))) (+.f64 #s(approx (+ x y) y) z) (/.f64 (.f64 (neg.f64 z) z) (-.f64 #s(approx (+ x y) y) z)))
(fma.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 z #s(approx (+ x y) y)) z) #s(literal 2 binary64)))) (-.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (.f64 (-.f64 z #s(approx (+ x y) y)) z)) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 (-.f64 z #s(approx (+ x y) y)) z) #s(literal 3 binary64)) (pow.f64 #s(approx (+ x y) y) #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 z #s(approx (+ x y) y)) z) (-.f64 (*.f64 (-.f64 z #s(approx (+ x y) y)) z) (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64))) (pow.f64 #s(approx (+ x y) y) #s(literal 4 binary64))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 z #s(literal 3/2 binary64)) (/.f64 (pow.f64 z #s(literal 3/2 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3/2 binary64)) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3/2 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (neg.f64 #s(approx (+ x y) y)) (/.f64 (neg.f64 #s(approx (+ x y) y)) (-.f64 #s(approx (+ x y) y) z)) (/.f64 (*.f64 (neg.f64 z) z) (-.f64 #s(approx (+ x y) y) z)))
(fma.f64 (fabs.f64 #s(approx (+ x y) y)) (/.f64 (fabs.f64 #s(approx (+ x y) y)) (-.f64 #s(approx (+ x y) y) z)) (/.f64 (*.f64 (neg.f64 z) z) (-.f64 #s(approx (+ x y) y) z)))
(fma.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (/.f64 #s(approx (+ x y) y) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 (*.f64 z z) (/.f64 z (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 #s(approx (+ x y) y) (/.f64 #s(approx (+ x y) y) (-.f64 #s(approx (+ x y) y) z)) (/.f64 (*.f64 (neg.f64 z) z) (-.f64 #s(approx (+ x y) y) z)))
(fma.f64 #s(approx (+ x y) y) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(fma.f64 z (/.f64 (*.f64 z z) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(-.f64 (/.f64 (*.f64 z z) (-.f64 z #s(approx (+ x y) y))) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (-.f64 z #s(approx (+ x y) y))))
(-.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (-.f64 #s(approx (+ x y) y) z)) (*.f64 z (/.f64 z (-.f64 #s(approx (+ x y) y) z))))
(+.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (-.f64 z #s(approx (+ x y) y)) z (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 #s(approx (+ x y) y) #s(literal 2 binary64)) (-.f64 #s(approx (+ x y) y) z)) (/.f64 (*.f64 (neg.f64 z) z) (-.f64 #s(approx (+ x y) y) z)))
(+.f64 #s(approx (+ x y) y) z)
(+.f64 z #s(approx (+ x y) y))
#s(approx (+ x y) y)

eval36.0ms (1.8%)

Memory: -10.3MiB live, 45.0MiB allocated; 25ms collecting garbage
Compiler: Compiled 7 244 to 650 computations (91% saved)

prune4.0ms (0.2%)

Memory

12.9MiB live, 12.9MiB allocated; 0ms collecting garbage

Pruning

5 alts after pruning (0 fresh and 5 done)

	Pruned	Kept	Total
New	181	0	181
Fresh	0	0	0
Picked	0	5	5
Done	0	0	0
Total	181	5	186

Accuracy

100.0%

Counts

186 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	53.2%	(+.f64 #s(approx (+ x y) y) z)
✓	98.3%	(+.f64 #s(approx (+ x y) x) z)
✓	47.3%	#s(approx (+ (+ x y) z) (+.f64 y x))
✓	51.4%	#s(approx (+ (+ x y) z) z)
✓	46.0%	#s(approx (+ (+ x y) z) x)

Compiler

Compiled 79 to 46 computations (41.8% saved)

regimes12.0ms (0.6%)

Memory

28.1MiB live, 28.1MiB allocated; 0ms collecting garbage

Counts

6 → 1

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)
#s(approx (+ (+ x y) z) (+.f64 y x))
(+.f64 #s(approx (+ x y) x) z)
(+.f64 #s(approx (+ x y) y) z)
(+.f64 (+.f64 x y) z)

Outputs
(+.f64 (+.f64 x y) z)

Calls

5 calls:

2.0ms	z
2.0ms	x
2.0ms	y
2.0ms	(+.f64 (+.f64 x y) z)
2.0ms	(+.f64 x y)

Results

Accuracy	Segments	Branch
100.0%	1	`(+.f64 x y)`
100.0%	1	`(+.f64 (+.f64 x y) z)`
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes13.0ms (0.6%)

Memory

-21.2MiB live, 27.5MiB allocated; 5ms collecting garbage

Counts

5 → 1

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)
#s(approx (+ (+ x y) z) (+.f64 y x))
(+.f64 #s(approx (+ x y) x) z)
(+.f64 #s(approx (+ x y) y) z)

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

Calls

5 calls:

4.0ms	z
2.0ms	y
2.0ms	(+.f64 x y)
2.0ms	(+.f64 (+.f64 x y) z)
2.0ms	x

Results

Accuracy	Segments	Branch
98.3%	1	`(+.f64 x y)`
98.3%	1	`(+.f64 (+.f64 x y) z)`
98.3%	1	`x`
98.3%	1	`y`
98.3%	1	`z`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes8.0ms (0.4%)

Memory

21.2MiB live, 21.2MiB allocated; 0ms collecting garbage

Counts

3 → 2

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)
#s(approx (+ (+ x y) z) (+.f64 y x))

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

Calls

5 calls:

2.0ms	z
2.0ms	(+.f64 (+.f64 x y) z)
2.0ms	(+.f64 x y)
2.0ms	y
2.0ms	x

Results

Accuracy	Segments	Branch
77.5%	2	`(+.f64 x y)`
96.1%	2	`(+.f64 (+.f64 x y) z)`
77.5%	2	`x`
73.3%	2	`y`
78.9%	2	`z`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes2.0ms (0.1%)

Memory

-43.4MiB live, 3.7MiB allocated; 1ms collecting garbage

Counts

2 → 2

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)

Outputs
#s(approx (+ (+ x y) z) x)
#s(approx (+ (+ x y) z) z)

Calls

1 calls:

2.0ms

(+.f64 (+.f64 x y) z)

Results

Accuracy	Segments	Branch
95.5%	2	`(+.f64 (+.f64 x y) z)`

Compiler

Compiled 5 to 5 computations (0% saved)

regimes5.0ms (0.3%)

Memory

18.5MiB live, 18.5MiB allocated; 0ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (+ (+ x y) z) x)

Outputs
#s(approx (+ (+ x y) z) x)

Calls

5 calls:

1.0ms	(+.f64 (+.f64 x y) z)
1.0ms	(+.f64 x y)
1.0ms	x
1.0ms	z
1.0ms	y

Results

Accuracy	Segments	Branch
46.0%	1	`y`
46.0%	1	`x`
46.0%	1	`(+.f64 x y)`
46.0%	1	`z`
46.0%	1	`(+.f64 (+.f64 x y) z)`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

bsearch0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated; 0ms collecting garbage

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	-1.5957989725952532e-255	4.300501104662597e-238

Compiler

Compiled 8 to 11 computations (-37.5% saved)

bsearch0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated; 0ms collecting garbage

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	-1.5957989725952532e-255	4.300501104662597e-238

Compiler

Compiled 8 to 11 computations (-37.5% saved)

simplify11.0ms (0.5%)

Memory

21.7MiB live, 21.7MiB allocated; 0ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	17	65
1	21	65
2	28	65
3	30	65

Stop Event

1×

saturated

Calls

Call 1

Inputs
(+.f64 (+.f64 x y) z)
(+.f64 #s(approx (+ x y) x) z)
(if (<=.f64 (+.f64 (+.f64 x y) z) #s(literal -2113178124542661/2113178124542660985409359139666066426075389304144486088511842836106695610226899437897669023550628751578697579973028514715529390238010742149002155913851758307633546735996020336674926070705705764212096931632844753616592113171006246955353587595068145905958154323590951993344 binary64)) #s(approx (+ (+ x y) z) (+.f64 y x)) #s(approx (+ (+ x y) z) z))
(if (<=.f64 (+.f64 (+.f64 x y) z) #s(literal -2113178124542661/2113178124542660985409359139666066426075389304144486088511842836106695610226899437897669023550628751578697579973028514715529390238010742149002155913851758307633546735996020336674926070705705764212096931632844753616592113171006246955353587595068145905958154323590951993344 binary64)) #s(approx (+ (+ x y) z) x) #s(approx (+ (+ x y) z) z))
#s(approx (+ (+ x y) z) x)

Outputs
(+.f64 (+.f64 x y) z)
(+.f64 #s(approx (+ x y) x) z)
(if (<=.f64 (+.f64 (+.f64 x y) z) #s(literal -2113178124542661/2113178124542660985409359139666066426075389304144486088511842836106695610226899437897669023550628751578697579973028514715529390238010742149002155913851758307633546735996020336674926070705705764212096931632844753616592113171006246955353587595068145905958154323590951993344 binary64)) #s(approx (+ (+ x y) z) (+.f64 y x)) #s(approx (+ (+ x y) z) z))
(if (<=.f64 (+.f64 (+.f64 x y) z) #s(literal -2113178124542661/2113178124542660985409359139666066426075389304144486088511842836106695610226899437897669023550628751578697579973028514715529390238010742149002155913851758307633546735996020336674926070705705764212096931632844753616592113171006246955353587595068145905958154323590951993344 binary64)) #s(approx (+ (+ x y) z) x) #s(approx (+ (+ x y) z) z))
#s(approx (+ (+ x y) z) x)

derivations178.0ms (8.6%)

Memory

-26.6MiB live, 150.0MiB allocated; 23ms collecting garbage

Stop Event

1×

done

Compiler

Compiled 65 to 17 computations (73.8% saved)

preprocess38.0ms (1.8%)

Memory: 20.0MiB live, 54.3MiB allocated; 20ms collecting garbage
Remove: (sort x y z)
Compiler: Compiled 160 to 64 computations (60% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Iter	Nodes	Cost
0	22	59
1	47	58
2	84	56
3	127	56
4	133	56
5	145	56
6	146	56
0	5	5
0	7	5
1	11	5
2	18	5
3	20	5
0	20	5

Iter	Nodes	Cost
0	22	59
1	47	58
2	84	56
3	127	56
4	133	56
5	145	56
6	146	56
0	5	5
0	7	5
1	11	5
2	18	5
3	20	5
0	20	5

start0.0ms (0%)

analyze0.0ms (0%)

sample816.0ms (39.4%)

explain69.0ms (3.3%)

preprocess25.0ms (1.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify4.0ms (0.2%)

localize18.0ms (0.8%)

series2.0ms (0.1%)

simplify199.0ms (9.6%)

rewrite293.0ms (14.1%)

eval15.0ms (0.7%)

prune4.0ms (0.2%)

simplify5.0ms (0.2%)

localize22.0ms (1%)

series4.0ms (0.2%)

simplify126.0ms (6.1%)

rewrite159.0ms (7.7%)

eval36.0ms (1.8%)

prune4.0ms (0.2%)

regimes12.0ms (0.6%)

regimes13.0ms (0.6%)

regimes8.0ms (0.4%)

regimes2.0ms (0.1%)

regimes5.0ms (0.3%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

simplify11.0ms (0.5%)

derivations178.0ms (8.6%)

preprocess38.0ms (1.8%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	22	59
1	47	58
2	84	56
3	127	56
4	133	56
5	145	56
6	146	56
0	5	5
0	7	5
1	11	5
2	18	5
3	20	5
0	20	5