Metrics for Linear.V3:cross from linear-1.19.1.3

start0.0ms (0%)

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

analyze0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated; 0ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
100%	99.8%	0%	0.2%	0%	0%	0%	1

Compiler

Compiled 9 to 9 computations (0% saved)

sample759.0ms (23.1%)

Memory

39.7MiB live, 765.2MiB allocated; 181ms collecting garbage

Samples

439.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 158.0ms

ival-mult: 112.0ms (71% of total)

ival-sub: 36.0ms (22.8% of total)

ival-true: 5.0ms (3.2% of total)

ival-assert: 3.0ms (1.9% of total)

adjust: 2.0ms (1.3% of total)

Bogosity

explain77.0ms (2.3%)

Memory

-13.2MiB live, 92.2MiB allocated; 27ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
2	-	-	`(-.f64 (.f64 x y) (.f64 z t))`
0	-	-	`y`
0	-	-	`t`
0	-	-	`(*.f64 z t)`
0	-	-	`z`
0	-	-	`(*.f64 x y)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`-.f64`	`(-.f64 (.f64 x y) (.f64 z t))`	nan-rescue	2	0
↳	`(*.f64 x y)`	overflow	32
↳	`(*.f64 z t)`	overflow	42

Confusion

	Predicted +	Predicted -
+	2	0
-	0	254

Precision

1.0

Recall

1.0

Confusion?

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

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	254
1	2

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

25.0ms

512×

valid

Compiler

Compiled 45 to 25 computations (44.4% saved)

Precisions

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

ival-mult: 7.0ms (71.3% of total)

ival-sub: 2.0ms (20.4% of total)

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

adjust: 0.0ms (0% of total)

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

preprocess18.0ms (0.5%)

Memory

26.1MiB live, 26.1MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	102
1	66	102
2	123	102
3	190	102
4	214	102
5	217	102
0	7	7
0	10	7
1	15	7
2	24	7
3	40	7
4	58	7
5	70	7
6	74	7
7	77	7
0	77	7

Stop Event

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

Calls

Call 1

Inputs
(-.f64 (.f64 x y) (.f64 z t))

Outputs
(-.f64 (.f64 x y) (.f64 z t))
(fma.f64 (neg.f64 t) z (*.f64 y x))

Symmetry

(sort x y)

(sort z t)

Compiler

Compiled 7 to 7 computations (0% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.2%	(-.f64 (.f64 x y) (.f64 z t))

Compiler

Compiled 7 to 7 computations (0% saved)

simplify4.0ms (0.1%)

Memory

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

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	17
0	10	17
1	15	17
2	24	17
3	40	17
4	58	17
5	70	17
6	74	17
7	77	17
0	77	17

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(-.f64 (.f64 x y) (.f64 z t))
(*.f64 x y)
x
y
(*.f64 z t)
z
t

Outputs
(-.f64 (.f64 x y) (.f64 z t))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(*.f64 x y)
(*.f64 y x)
x
y
(*.f64 z t)
(*.f64 t z)
z
t

localize20.0ms (0.6%)

Memory

-20.5MiB live, 24.9MiB allocated; 4ms collecting garbage

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 z t)
accuracy	0.0	(*.f64 x y)
accuracy	0.4570291858302058	(-.f64 (.f64 x y) (.f64 z t))

Samples

15.0ms

256×

valid

Compiler

Compiled 19 to 9 computations (52.6% saved)

Precisions

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

ival-mult: 4.0ms (81.3% of total)

ival-sub: 1.0ms (20.3% of total)

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

adjust: 0.0ms (0% of total)

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

series6.0ms (0.2%)

Memory

9.5MiB live, 9.5MiB allocated; 0ms collecting garbage

Counts

3 → 13

Calls

Call 1

Inputs
(-.f64 (.f64 x y) (.f64 z t))
(*.f64 x y)
(*.f64 z t)

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

Calls

12 calls:

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

simplify114.0ms (3.5%)

Memory

8.3MiB live, 99.4MiB allocated; 18ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	42	80
1	140	80
2	425	80
3	1444	80
4	3143	80
5	5140	80
6	6919	80
7	7366	80
0	8080	80

Stop Event

1×	iter limit
1×	node limit

Counts

13 → 13

Calls

Call 1

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

Outputs
(* -1 (* t z))
(*.f64 (neg.f64 z) t)
(- (* x y) (* t z))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x (+ y (* -1 (/ (* t z) x))))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (/ (* t z) x))))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* y (+ x (* -1 (/ (* t z) y))))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* -1 (* y (+ (* -1 x) (/ (* t z) y))))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(+ (* -1 (* t z)) (* x y))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* t z)
(*.f64 t z)
(* z (- (/ (* x y) z) t))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 t))))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* t (- (/ (* x y) t) z))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -1 z))))
(fma.f64 (neg.f64 z) t (*.f64 y x))

rewrite197.0ms (6%)

Memory

7.5MiB live, 240.9MiB allocated; 35ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	13
0	10	13
1	28	13
2	189	13
3	1896	13
0	8610	13

Stop Event

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

Counts

3 → 320

Calls

Call 1

Inputs
(-.f64 (.f64 x y) (.f64 z t))
(*.f64 x y)
(*.f64 z t)

Outputs
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 t z) #s(literal 3 binary64))) (pow.f64 (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) #s(literal 2 binary64))) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (*.f64 y x) #s(literal 2 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 t z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 t z (.f64 y x)) (.f64 t z)) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 t z (.f64 y x)) (.f64 t z)) (-.f64 (.f64 (fma.f64 t z (.f64 y x)) (.f64 t z)) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (pow.f64 (*.f64 y x) #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 t z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (fma.f64 (neg.f64 y) x (.f64 t z)))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 t z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 t z) #s(literal 3 binary64)))) (fma.f64 (.f64 t z) (-.f64 (.f64 t z) (.f64 y x)) (pow.f64 (*.f64 y x) #s(literal 2 binary64))))
(.f64 (fma.f64 t z (.f64 y x)) (/.f64 (fma.f64 (neg.f64 y) x (.f64 t z)) (fma.f64 t z (.f64 y x))))
(.f64 (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (/.f64 (fma.f64 (neg.f64 y) x (.f64 t z)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 (neg.f64 t)) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (.f64 (neg.f64 (neg.f64 t)) z) (.f64 (neg.f64 (neg.f64 t)) z) (.f64 (.f64 y x) (.f64 (neg.f64 (neg.f64 t)) z)))))
(/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 t) (neg.f64 z)) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (.f64 (neg.f64 t) (neg.f64 z)) (.f64 (neg.f64 t) (neg.f64 z)) (.f64 (.f64 y x) (.f64 (neg.f64 t) (neg.f64 z))))))
(/.f64 (-.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 z) t) (*.f64 (neg.f64 y) x)))))
(/.f64 (+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 6 binary64)) (pow.f64 (fma.f64 t z (.f64 y x)) #s(literal 3 binary64))) (/.f64 (pow.f64 (.f64 t z) #s(literal 6 binary64)) (pow.f64 (fma.f64 t z (.f64 y x)) #s(literal 3 binary64)))) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x)))))))
(/.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (*.f64 y x) #s(literal 2 binary64))))))))
(/.f64 (+.f64 (neg.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64))) (neg.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (fma.f64 t z (*.f64 y x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) #s(literal 2 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) #s(literal 2 binary64)))) (fma.f64 (neg.f64 y) x (*.f64 t z)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)))) (fma.f64 (neg.f64 y) x (*.f64 t z)))
(/.f64 (neg.f64 (-.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 6 binary64)) (pow.f64 (fma.f64 t z (.f64 y x)) #s(literal 3 binary64))) (/.f64 (pow.f64 (.f64 t z) #s(literal 6 binary64)) (pow.f64 (fma.f64 t z (.f64 y x)) #s(literal 3 binary64))))) (neg.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) #s(literal 2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (*.f64 y x) #s(literal 2 binary64)))))))))
(/.f64 (neg.f64 (-.f64 (.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (.f64 (fma.f64 t z (.f64 y x)) (pow.f64 (.f64 t z) #s(literal 2 binary64))))) (neg.f64 (pow.f64 (fma.f64 t z (*.f64 y x)) #s(literal 2 binary64))))
(/.f64 (neg.f64 (-.f64 (.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (.f64 (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (pow.f64 (.f64 t z) #s(literal 3 binary64))))) (neg.f64 (pow.f64 (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (*.f64 y x) #s(literal 2 binary64))) #s(literal 2 binary64))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (fma.f64 t z (*.f64 y x)))
(/.f64 (-.f64 (.f64 (neg.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64))) (fma.f64 t z (.f64 y x))) (.f64 (fma.f64 t z (.f64 y x)) (neg.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64))))) (pow.f64 (fma.f64 t z (*.f64 y x)) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (neg.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64))) (fma.f64 t z (.f64 y x))) (.f64 (fma.f64 t z (.f64 y x)) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (pow.f64 (fma.f64 t z (*.f64 y x)) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (.f64 (fma.f64 t z (.f64 y x)) (neg.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64))))) (pow.f64 (fma.f64 t z (*.f64 y x)) #s(literal 2 binary64)))
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(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 t (.f64 y x)) (neg.f64 z))))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 t (.f64 y x)) (neg.f64 z))))))
(+.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (.f64 (neg.f64 (.f64 (.f64 t t) z)) z) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (.f64 (neg.f64 (.f64 (.f64 z z) t)) t) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (.f64 (neg.f64 (.f64 t t)) (.f64 z z)) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (.f64 (neg.f64 (.f64 z z)) (.f64 t t)) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (.f64 (neg.f64 t) (.f64 (.f64 z z) t)) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (.f64 (neg.f64 (pow.f64 (.f64 t z) #s(literal 3/2 binary64))) (pow.f64 (.f64 t z) #s(literal 3/2 binary64))) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (.f64 (neg.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64))) (.f64 t z)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (.f64 (neg.f64 (pow.f64 (.f64 t z) #s(literal 3/2 binary64))) (pow.f64 (.f64 t z) #s(literal 3/2 binary64))) (neg.f64 (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64))))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (.f64 (neg.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64))) (.f64 t z)) (neg.f64 (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64))))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 t z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))))
(+.f64 (.f64 (neg.f64 y) x) (.f64 t z))
(+.f64 (.f64 (neg.f64 z) t) (.f64 y x))
(+.f64 (.f64 y x) (.f64 (neg.f64 z) t))
(*.f64 (fabs.f64 (fabs.f64 y)) (fabs.f64 (fabs.f64 x)))
(*.f64 (fabs.f64 (fabs.f64 x)) (fabs.f64 (fabs.f64 y)))
(.f64 (sqrt.f64 (neg.f64 (.f64 (neg.f64 y) x))) (sqrt.f64 (neg.f64 (*.f64 (neg.f64 y) x))))
(.f64 (sqrt.f64 (.f64 (neg.f64 y) x)) (sqrt.f64 (*.f64 (neg.f64 y) x)))
(.f64 (sqrt.f64 (.f64 y x)) (sqrt.f64 (*.f64 y x)))
(.f64 (sqrt.f64 (.f64 (*.f64 x x) y)) (sqrt.f64 y))
(.f64 (sqrt.f64 y) (sqrt.f64 (.f64 (*.f64 x x) y)))
(.f64 (sqrt.f64 (.f64 (*.f64 y y) x)) (sqrt.f64 x))
(.f64 (sqrt.f64 x) (sqrt.f64 (.f64 (*.f64 y y) x)))
(*.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 y)))
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 x)))
(*.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 x #s(literal 1 binary64)))
(*.f64 (pow.f64 x #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64)))
(*.f64 (fabs.f64 y) (fabs.f64 x))
(*.f64 (fabs.f64 x) (fabs.f64 y))
(*.f64 y x)
(*.f64 x y)
(pow.f64 (*.f64 (neg.f64 y) x) #s(literal 1 binary64))
(pow.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 y x) #s(literal 1 binary64))
(sqrt.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)))
(fabs.f64 (neg.f64 (*.f64 (neg.f64 y) x)))
(fabs.f64 (*.f64 (neg.f64 y) x))
(fabs.f64 (*.f64 y x))
(exp.f64 (/.f64 (log.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 y x)) #s(literal 1 binary64)))
(exp.f64 (log.f64 (*.f64 y x)))
(+.f64 (cosh.f64 (log.f64 (.f64 y x))) (sinh.f64 (log.f64 (.f64 y x))))
(*.f64 (fabs.f64 (fabs.f64 t)) (fabs.f64 (fabs.f64 z)))
(*.f64 (fabs.f64 (fabs.f64 z)) (fabs.f64 (fabs.f64 t)))
(.f64 (sqrt.f64 (.f64 (*.f64 (neg.f64 z) t) (neg.f64 z))) (sqrt.f64 t))
(.f64 (sqrt.f64 (.f64 (*.f64 (neg.f64 z) t) t)) (sqrt.f64 (neg.f64 z)))
(.f64 (sqrt.f64 (.f64 (neg.f64 z) t)) (sqrt.f64 (*.f64 (neg.f64 z) t)))
(.f64 (sqrt.f64 (neg.f64 z)) (sqrt.f64 (.f64 t (*.f64 (neg.f64 z) t))))
(.f64 (sqrt.f64 (.f64 t z)) (sqrt.f64 (*.f64 t z)))
(.f64 (sqrt.f64 (.f64 (*.f64 z z) t)) (sqrt.f64 t))
(.f64 (sqrt.f64 t) (sqrt.f64 (.f64 (neg.f64 z) (*.f64 (neg.f64 z) t))))
(.f64 (sqrt.f64 t) (sqrt.f64 (.f64 (*.f64 z z) t)))
(.f64 (sqrt.f64 (.f64 (*.f64 t t) z)) (sqrt.f64 z))
(.f64 (sqrt.f64 z) (sqrt.f64 (.f64 (*.f64 t t) z)))
(*.f64 (exp.f64 (log.f64 z)) (exp.f64 (log.f64 t)))
(*.f64 (exp.f64 (log.f64 t)) (exp.f64 (log.f64 z)))
(*.f64 (pow.f64 t #s(literal 1 binary64)) (pow.f64 z #s(literal 1 binary64)))
(*.f64 (pow.f64 z #s(literal 1 binary64)) (pow.f64 t #s(literal 1 binary64)))
(*.f64 (fabs.f64 t) (fabs.f64 z))
(*.f64 (fabs.f64 z) (fabs.f64 t))
(*.f64 t z)
(*.f64 z t)
(pow.f64 (*.f64 (neg.f64 z) t) #s(literal 1 binary64))
(pow.f64 (pow.f64 (*.f64 t z) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 t z) #s(literal 1 binary64))
(neg.f64 (*.f64 (neg.f64 z) t))
(sqrt.f64 (pow.f64 (*.f64 t z) #s(literal 2 binary64)))
(fabs.f64 (*.f64 (neg.f64 z) t))
(fabs.f64 (*.f64 t z))
(exp.f64 (/.f64 (log.f64 (pow.f64 (*.f64 t z) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 t z)) #s(literal 1 binary64)))
(exp.f64 (log.f64 (*.f64 t z)))
(+.f64 (cosh.f64 (log.f64 (.f64 t z))) (sinh.f64 (log.f64 (.f64 t z))))

eval33.0ms (1%)

Memory: 18.0MiB live, 63.6MiB allocated; 2ms collecting garbage
Compiler: Compiled 11 934 to 747 computations (93.7% saved)

prune7.0ms (0.2%)

Memory

-27.3MiB live, 19.0MiB allocated; 2ms collecting garbage

Pruning

3 alts after pruning (3 fresh and 0 done)

	Pruned	Kept	Total
New	321	3	324
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	322	3	325

Accuracy

100.0%

Counts

325 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.2%	(fma.f64 (neg.f64 z) t (*.f64 y x))
▶	100.0%	(fma.f64 y x (*.f64 (neg.f64 z) t))
▶	53.1%	#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))

Compiler

Compiled 26 to 24 computations (7.7% saved)

simplify5.0ms (0.2%)

Memory

7.1MiB live, 7.1MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 9 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 y x)
cost-diff	0	(neg.f64 z)
cost-diff	0	(fma.f64 (neg.f64 z) t (*.f64 y x))
cost-diff	0	(neg.f64 z)
cost-diff	0	(*.f64 (neg.f64 z) t)
cost-diff	0	(fma.f64 y x (*.f64 (neg.f64 z) t))
cost-diff	0	(neg.f64 z)
cost-diff	0	(*.f64 (neg.f64 z) t)
cost-diff	0	#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	53
0	18	53
1	29	53
2	47	53
3	66	53
4	87	53
5	90	53
0	90	53

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(*.f64 (neg.f64 z) t)
(neg.f64 z)
z
t
(fma.f64 y x (*.f64 (neg.f64 z) t))
y
x
(*.f64 (neg.f64 z) t)
(neg.f64 z)
z
t
(fma.f64 (neg.f64 z) t (*.f64 y x))
(neg.f64 z)
z
t
(*.f64 y x)
y
x

Outputs
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(*.f64 (neg.f64 z) t)
(neg.f64 z)
z
t
(fma.f64 y x (*.f64 (neg.f64 z) t))
(fma.f64 (neg.f64 t) z (*.f64 y x))
y
x
(*.f64 (neg.f64 z) t)
(neg.f64 z)
z
t
(fma.f64 (neg.f64 z) t (*.f64 y x))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(neg.f64 z)
z
t
(*.f64 y x)
y
x

localize63.0ms (1.9%)

Memory

4.6MiB live, 61.6MiB allocated; 31ms collecting garbage

Localize:

Found 9 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 y x)
accuracy	0.0	(neg.f64 z)
accuracy	0.5039007452111204	(fma.f64 (neg.f64 z) t (*.f64 y x))
accuracy	0.0	(*.f64 (neg.f64 z) t)
accuracy	0.0	(neg.f64 z)
accuracy	0.00390625	(fma.f64 y x (*.f64 (neg.f64 z) t))
accuracy	0.0	(*.f64 (neg.f64 z) t)
accuracy	0.0	(neg.f64 z)
accuracy	29.994197271514757	#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))

Samples

56.0ms

256×

valid

Compiler

Compiled 52 to 14 computations (73.1% saved)

Precisions

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

ival-sub: 18.0ms (63.5% of total)

ival-mult: 7.0ms (24.7% of total)

ival-add: 2.0ms (7.1% of total)

ival-neg: 1.0ms (3.5% of total)

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

adjust: 0.0ms (0% of total)

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

series6.0ms (0.2%)

Memory

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

Counts

6 → 17

Calls

Call 1

Inputs
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(*.f64 (neg.f64 z) t)
(neg.f64 z)
(fma.f64 y x (*.f64 (neg.f64 z) t))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(*.f64 y x)

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

Calls

12 calls:

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

simplify148.0ms (4.5%)

Memory

-5.8MiB live, 131.2MiB allocated; 16ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	52	107
1	190	107
2	593	107
3	1909	107
4	3757	107
5	5730	107
6	6987	107
7	7415	107
0	8111	107

Stop Event

1×	iter limit
1×	node limit

Counts

17 → 17

Calls

Call 1

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

Outputs
(* -1 (* t z))
(*.f64 (neg.f64 t) z)
(- (* x y) (* t z))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(+ (* -1 (* t z)) (* x y))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* x y)
(*.f64 y x)
(* x (+ y (* -1 (/ (* t z) x))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 (* x (+ (* -1 y) (/ (* t z) x))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* y (+ x (* -1 (/ (* t z) y))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 (* y (+ (* -1 x) (/ (* t z) y))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 z)
(neg.f64 z)
(* z (- (/ (* x y) z) t))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* z (+ (* -1 t) (/ (* x y) z)))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 t))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 (* z (+ t (* -1 (/ (* x y) z)))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* t (- (/ (* x y) t) z))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* t (+ (* -1 z) (/ (* x y) t)))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 (* t (- (* -1 (/ (* x y) t)) (* -1 z))))
(fma.f64 (neg.f64 t) z (*.f64 y x))
(* -1 (* t (+ z (* -1 (/ (* x y) t)))))
(fma.f64 (neg.f64 t) z (*.f64 y x))

rewrite181.0ms (5.5%)

Memory

23.0MiB live, 210.4MiB allocated; 42ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	35
0	18	35
1	67	35
2	436	35
3	5005	35
0	8444	32

Stop Event

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

Counts

6 → 330

Calls

Call 1

Inputs
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(*.f64 (neg.f64 z) t)
(neg.f64 z)
(fma.f64 y x (*.f64 (neg.f64 z) t))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(*.f64 y x)

Outputs
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(*.f64 (exp.f64 (log.f64 (neg.f64 t))) (exp.f64 (log.f64 z)))
(*.f64 (exp.f64 (log.f64 (neg.f64 z))) (exp.f64 (log.f64 t)))
(*.f64 (exp.f64 (log.f64 t)) (exp.f64 (log.f64 (neg.f64 z))))
(*.f64 (exp.f64 (log.f64 z)) (exp.f64 (log.f64 (neg.f64 t))))
(*.f64 (neg.f64 t) z)
(*.f64 (neg.f64 z) t)
(*.f64 t (neg.f64 z))
(*.f64 z (neg.f64 t))
(pow.f64 (*.f64 (neg.f64 z) t) #s(literal 1 binary64))
(neg.f64 (*.f64 t z))
(exp.f64 (.f64 (log.f64 (.f64 (neg.f64 z) t)) #s(literal 1 binary64)))
(exp.f64 (log.f64 (*.f64 (neg.f64 z) t)))
(+.f64 (cosh.f64 (log.f64 (.f64 (neg.f64 z) t))) (sinh.f64 (log.f64 (.f64 (neg.f64 z) t))))
(neg.f64 z)
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 t z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 t z (.f64 y x)) (.f64 t z)) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 t z (.f64 y x)) (.f64 t z)) (-.f64 (.f64 (fma.f64 t z (.f64 y x)) (.f64 t z)) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (pow.f64 (*.f64 y x) #s(literal 4 binary64))))
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(fma.f64 (pow.f64 (.f64 y x) #s(literal 3/2 binary64)) (/.f64 (pow.f64 (.f64 y x) #s(literal 3/2 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 (.f64 t z) #s(literal 3/2 binary64)) (/.f64 (pow.f64 (.f64 t z) #s(literal 3/2 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (fabs.f64 (.f64 y x)) (/.f64 (fabs.f64 (.f64 y x)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (fabs.f64 (.f64 t z)) (/.f64 (fabs.f64 (.f64 t z)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 x #s(literal 3 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 t #s(literal 3 binary64)) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (.f64 (neg.f64 y) x) (/.f64 (.f64 (neg.f64 y) x) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (neg.f64 y) x (*.f64 (neg.f64 z) t))
(fma.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (/.f64 (.f64 y x) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (/.f64 (.f64 t z) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (/.f64 (.f64 (neg.f64 z) t) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (.f64 y x) (/.f64 (.f64 y x) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (.f64 y x) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (.f64 (neg.f64 z) t) (/.f64 (.f64 (neg.f64 z) t) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (.f64 (neg.f64 z) t) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 (neg.f64 z) (/.f64 (.f64 (.f64 (neg.f64 z) t) t) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (neg.f64 z) (neg.f64 t) (*.f64 y x))
(fma.f64 (neg.f64 z) t (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 (neg.f64 z) t (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 (neg.f64 z) t (*.f64 (neg.f64 y) x))
(fma.f64 (neg.f64 z) t (*.f64 y x))
(fma.f64 (.f64 t z) (/.f64 (.f64 t z) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 (.f64 t z) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 t z) #s(literal 2 binary64)))))
(fma.f64 t (/.f64 (.f64 (.f64 t z) z) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 t (neg.f64 z) (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 t (neg.f64 z) (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 t (neg.f64 z) (*.f64 (neg.f64 y) x))
(fma.f64 t (neg.f64 z) (*.f64 y x))
(fma.f64 t z (*.f64 y x))
(fma.f64 z (/.f64 (.f64 (.f64 t t) z) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 z (neg.f64 (neg.f64 t)) (*.f64 y x))
(fma.f64 z (neg.f64 t) (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 z (neg.f64 t) (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 z (neg.f64 t) (*.f64 (neg.f64 y) x))
(fma.f64 z (neg.f64 t) (*.f64 y x))
(fma.f64 z t (*.f64 y x))
(fma.f64 y (/.f64 (.f64 (.f64 x x) y) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 y (neg.f64 x) (*.f64 (neg.f64 z) t))
(fma.f64 y x (*.f64 (neg.f64 (neg.f64 t)) (neg.f64 z)))
(fma.f64 y x (*.f64 (neg.f64 z) t))
(fma.f64 y x (*.f64 t z))
(fma.f64 x (/.f64 (.f64 (.f64 y y) x) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (*.f64 y x))))
(fma.f64 x (neg.f64 y) (*.f64 (neg.f64 z) t))
(fma.f64 x y (*.f64 (neg.f64 (neg.f64 t)) (neg.f64 z)))
(fma.f64 x y (*.f64 (neg.f64 z) t))
(fma.f64 x y (*.f64 t z))
(-.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))))
(-.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))))
(-.f64 (.f64 y x) (.f64 (neg.f64 (neg.f64 t)) (neg.f64 z)))
(-.f64 (.f64 y x) (.f64 (neg.f64 z) t))
(-.f64 (.f64 y x) (.f64 t z))
(-.f64 (.f64 (neg.f64 z) t) (.f64 (neg.f64 (neg.f64 x)) y))
(-.f64 (.f64 (neg.f64 z) t) (.f64 (neg.f64 x) (neg.f64 y)))
(-.f64 (.f64 (neg.f64 z) t) (.f64 (neg.f64 y) x))
(-.f64 (.f64 (neg.f64 z) t) (.f64 y x))
(-.f64 (.f64 t z) (.f64 (neg.f64 y) x))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 t z (.f64 y x)) (.f64 y x) (pow.f64 (.f64 t z) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))))
(+.f64 (/.f64 (pow.f64 (.f64 t z) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 t z (.f64 y x))))
(+.f64 (.f64 (neg.f64 y) x) (.f64 (neg.f64 z) t))
(+.f64 (.f64 y x) (.f64 (neg.f64 (neg.f64 t)) (neg.f64 z)))
(+.f64 (.f64 y x) (.f64 (neg.f64 z) t))
(+.f64 (.f64 y x) (.f64 t z))
(+.f64 (.f64 (neg.f64 z) t) (.f64 (neg.f64 (neg.f64 x)) y))
(+.f64 (.f64 (neg.f64 z) t) (.f64 (neg.f64 x) (neg.f64 y)))
(+.f64 (.f64 (neg.f64 z) t) (.f64 (neg.f64 y) x))
(+.f64 (.f64 (neg.f64 z) t) (.f64 y x))
(+.f64 (.f64 t z) (.f64 y x))
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 x)))
(*.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 y)))
(*.f64 y x)
(*.f64 x y)
(pow.f64 (*.f64 y x) #s(literal 1 binary64))
(neg.f64 (*.f64 (neg.f64 y) x))
(exp.f64 (.f64 (log.f64 (.f64 y x)) #s(literal 1 binary64)))
(exp.f64 (log.f64 (*.f64 y x)))
(+.f64 (cosh.f64 (log.f64 (.f64 y x))) (sinh.f64 (log.f64 (.f64 y x))))

eval46.0ms (1.4%)

Memory: -15.9MiB live, 43.9MiB allocated; 16ms collecting garbage
Compiler: Compiled 4 702 to 416 computations (91.2% saved)

prune6.0ms (0.2%)

Memory

17.9MiB live, 17.9MiB allocated; 0ms collecting garbage

Pruning

4 alts after pruning (1 fresh and 3 done)

	Pruned	Kept	Total
New	198	1	199
Fresh	0	0	0
Picked	0	3	3
Done	0	0	0
Total	198	4	202

Accuracy

100.0%

Counts

202 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.2%	(fma.f64 (neg.f64 z) t (*.f64 y x))
✓	100.0%	(fma.f64 y x (*.f64 (neg.f64 z) t))
▶	48.8%	(fma.f64 y x (*.f64 t z))
✓	53.1%	#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))

Compiler

Compiled 32 to 30 computations (6.3% saved)

simplify31.0ms (1%)

Memory

-38.6MiB live, 5.9MiB allocated; 10ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 t z)
cost-diff	0	(fma.f64 y x (*.f64 t z))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	13
0	9	13
1	15	13
2	29	13
3	49	13
4	70	13
5	74	13
6	77	13
0	77	13

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(fma.f64 y x (*.f64 t z))
y
x
(*.f64 t z)
t
z

Outputs
(fma.f64 y x (*.f64 t z))
(fma.f64 x y (*.f64 z t))
y
x
(*.f64 t z)
(*.f64 z t)
t
z

localize17.0ms (0.5%)

Memory

26.5MiB live, 26.5MiB allocated; 0ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(*.f64 t z)
accuracy	0.5039007452111204	(fma.f64 y x (*.f64 t z))

Samples

12.0ms

256×

valid

Compiler

Compiled 16 to 9 computations (43.8% saved)

Precisions

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

ival-mult: 3.0ms (63.1% of total)

ival-add: 1.0ms (21% of total)

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

adjust: 0.0ms (0% of total)

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

series3.0ms (0.1%)

Memory

7.7MiB live, 7.7MiB allocated; 0ms collecting garbage

Counts

2 → 11

Calls

Call 1

Inputs
(fma.f64 y x (*.f64 t z))
(*.f64 t z)

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

Calls

12 calls:

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

simplify100.0ms (3%)

Memory

-6.7MiB live, 78.3MiB allocated; 57ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	69
1	162	69
2	552	69
3	1735	69
4	3286	69
5	5124	69
6	7764	69
0	8052	60

Stop Event

1×	iter limit
1×	node limit

Counts

11 → 11

Calls

Call 1

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

Outputs
(* t z)
(*.f64 z t)
(+ (* t z) (* x y))
(fma.f64 x y (*.f64 z t))
(* x y)
(*.f64 x y)
(* x (+ y (/ (* t z) x)))
(fma.f64 x y (*.f64 z t))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 x y (*.f64 z t))
(* y (+ x (/ (* t z) y)))
(fma.f64 x y (*.f64 z t))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(fma.f64 x y (*.f64 z t))
(* z (+ t (/ (* x y) z)))
(fma.f64 x y (*.f64 z t))
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(fma.f64 x y (*.f64 z t))
(* t (+ z (/ (* x y) t)))
(fma.f64 x y (*.f64 z t))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(fma.f64 x y (*.f64 z t))

rewrite232.0ms (7%)

Memory

-19.5MiB live, 287.1MiB allocated; 72ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	9
0	9	9
1	28	9
2	200	9
3	2044	9
0	8560	9

Stop Event

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

Counts

2 → 457

Calls

Call 1

Inputs
(fma.f64 y x (*.f64 t z))
(*.f64 t z)

Outputs
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 z t) #s(literal 3 binary64)) (pow.f64 (.f64 x y) #s(literal 3 binary64))) (pow.f64 (fma.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t) (pow.f64 (.f64 x y) #s(literal 2 binary64))) #s(literal 2 binary64))) (fma.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t) (pow.f64 (*.f64 x y) #s(literal 2 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 z t) #s(literal 3 binary64)) (pow.f64 (.f64 x y) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t)) #s(literal 3 binary64)) (pow.f64 (.f64 x y) #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t)) (-.f64 (.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t)) (pow.f64 (.f64 x y) #s(literal 2 binary64))) (pow.f64 (*.f64 x y) #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (pow.f64 (.f64 x y) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (pow.f64 (.f64 x y) #s(literal 2 binary64)))) (fma.f64 x y (.f64 z t)))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (pow.f64 (.f64 x y) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 z t) #s(literal 3 binary64)) (pow.f64 (.f64 x y) #s(literal 3 binary64)))) (fma.f64 (.f64 z t) (fma.f64 x y (.f64 z t)) (pow.f64 (.f64 x y) #s(literal 2 binary64))))
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(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 (.f64 (neg.f64 x) y)) (.f64 (neg.f64 x) y)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 x) (.f64 (.f64 y y) x)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 y) (.f64 (.f64 x x) y)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (.f64 (neg.f64 x) y) (.f64 x y)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (.f64 x y) (.f64 (neg.f64 x) y)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 z t) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t) (pow.f64 (.f64 x y) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 x y) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t) (pow.f64 (.f64 x y) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t) (pow.f64 (.f64 x y) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 z t) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) t (.f64 x y)) (.f64 z t) (pow.f64 (.f64 x y) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 (.f64 (.f64 z z) t)) t) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 (.f64 (.f64 t t) z)) z) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 (.f64 z z)) (.f64 t t)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 (.f64 t t)) (.f64 z z)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (.f64 (neg.f64 z) (.f64 (.f64 t t) z)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (/.f64 (pow.f64 (.f64 x y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))) (/.f64 (pow.f64 (.f64 z t) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) t (.f64 x y))))
(+.f64 (.f64 (neg.f64 x) y) (.f64 (neg.f64 t) z))
(+.f64 (.f64 x y) (.f64 (neg.f64 (neg.f64 z)) t))
(+.f64 (.f64 x y) (.f64 (neg.f64 z) (neg.f64 t)))
(+.f64 (.f64 x y) (.f64 z t))
(+.f64 (.f64 z t) (.f64 (neg.f64 (neg.f64 x)) y))
(+.f64 (.f64 z t) (.f64 (neg.f64 (neg.f64 y)) x))
(+.f64 (.f64 z t) (.f64 x y))
(*.f64 (fabs.f64 (fabs.f64 z)) (fabs.f64 (fabs.f64 t)))
(*.f64 (fabs.f64 (fabs.f64 t)) (fabs.f64 (fabs.f64 z)))
(.f64 (sqrt.f64 (.f64 (*.f64 (neg.f64 t) z) (neg.f64 t))) (sqrt.f64 z))
(.f64 (sqrt.f64 (.f64 (*.f64 (neg.f64 t) z) z)) (sqrt.f64 (neg.f64 t)))
(.f64 (sqrt.f64 (.f64 (neg.f64 t) z)) (sqrt.f64 (*.f64 (neg.f64 t) z)))
(.f64 (sqrt.f64 (neg.f64 t)) (sqrt.f64 (.f64 z (*.f64 (neg.f64 t) z))))
(.f64 (sqrt.f64 (.f64 z t)) (sqrt.f64 (*.f64 z t)))
(.f64 (sqrt.f64 (.f64 (*.f64 t t) z)) (sqrt.f64 z))
(.f64 (sqrt.f64 z) (sqrt.f64 (.f64 (neg.f64 t) (*.f64 (neg.f64 t) z))))
(.f64 (sqrt.f64 z) (sqrt.f64 (.f64 (*.f64 t t) z)))
(.f64 (sqrt.f64 (.f64 (*.f64 z z) t)) (sqrt.f64 t))
(.f64 (sqrt.f64 t) (sqrt.f64 (.f64 (*.f64 z z) t)))
(*.f64 (exp.f64 (log.f64 t)) (exp.f64 (log.f64 z)))
(*.f64 (exp.f64 (log.f64 z)) (exp.f64 (log.f64 t)))
(*.f64 (pow.f64 z #s(literal 1 binary64)) (pow.f64 t #s(literal 1 binary64)))
(*.f64 (pow.f64 t #s(literal 1 binary64)) (pow.f64 z #s(literal 1 binary64)))
(*.f64 (fabs.f64 z) (fabs.f64 t))
(*.f64 (fabs.f64 t) (fabs.f64 z))
(*.f64 z t)
(*.f64 t z)
(pow.f64 (*.f64 (neg.f64 t) z) #s(literal 1 binary64))
(pow.f64 (pow.f64 (*.f64 z t) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 z t) #s(literal 1 binary64))
(neg.f64 (*.f64 (neg.f64 t) z))
(sqrt.f64 (pow.f64 (*.f64 z t) #s(literal 2 binary64)))
(fabs.f64 (*.f64 (neg.f64 t) z))
(fabs.f64 (*.f64 z t))
(exp.f64 (/.f64 (log.f64 (pow.f64 (*.f64 z t) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 z t)) #s(literal 1 binary64)))
(exp.f64 (log.f64 (*.f64 z t)))
(+.f64 (cosh.f64 (log.f64 (.f64 z t))) (sinh.f64 (log.f64 (.f64 z t))))

eval65.0ms (2%)

Memory: 3.7MiB live, 91.9MiB allocated; 24ms collecting garbage
Compiler: Compiled 15 243 to 900 computations (94.1% saved)

prune7.0ms (0.2%)

Memory

24.2MiB live, 24.2MiB allocated; 0ms collecting garbage

Pruning

4 alts after pruning (1 fresh and 3 done)

	Pruned	Kept	Total
New	459	1	460
Fresh	0	0	0
Picked	1	0	1
Done	0	3	3
Total	460	4	464

Accuracy

100.0%

Counts

464 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.2%	(fma.f64 (neg.f64 z) t (*.f64 y x))
✓	100.0%	(fma.f64 y x (*.f64 (neg.f64 z) t))
✓	53.1%	#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
▶	51.3%	#s(approx (+ (* y x) (* t z)) (*.f64 x y))

Compiler

Compiled 37 to 33 computations (10.8% saved)

simplify5.0ms (0.1%)

Memory

6.5MiB live, 6.5MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	16
0	10	16
1	16	16
2	30	16
3	50	16
4	71	16
5	75	16
6	78	16
0	78	15

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize26.0ms (0.8%)

Memory

-30.1MiB live, 29.2MiB allocated; 10ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(*.f64 x y)
accuracy	31.038129020800085	#s(approx (+ (* y x) (* t z)) (*.f64 x y))

Samples

21.0ms

256×

valid

Compiler

Compiled 14 to 10 computations (28.6% saved)

Precisions

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

ival-mult: 5.0ms (79.6% of total)

ival-add: 1.0ms (15.9% of total)

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

adjust: 0.0ms (0% of total)

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

series3.0ms (0.1%)

Memory

5.4MiB live, 5.3MiB allocated; 0ms collecting garbage

Counts

2 → 11

Calls

Call 1

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

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

Calls

12 calls:

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

simplify84.0ms (2.6%)

Memory

11.8MiB live, 56.5MiB allocated; 8ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	69
1	162	69
2	552	69
3	1735	69
4	3286	69
5	5124	69
6	7764	69
0	8052	60

Stop Event

1×	iter limit
1×	node limit

Counts

11 → 11

Calls

Call 1

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

Outputs
(* t z)
(*.f64 z t)
(+ (* t z) (* x y))
(fma.f64 x y (*.f64 z t))
(* x y)
(*.f64 x y)
(* x (+ y (/ (* t z) x)))
(fma.f64 x y (*.f64 z t))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 x y (*.f64 z t))
(* y (+ x (/ (* t z) y)))
(fma.f64 x y (*.f64 z t))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(fma.f64 x y (*.f64 z t))
(* z (+ t (/ (* x y) z)))
(fma.f64 x y (*.f64 z t))
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(fma.f64 x y (*.f64 z t))
(* t (+ z (/ (* x y) t)))
(fma.f64 x y (*.f64 z t))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(fma.f64 x y (*.f64 z t))

rewrite237.0ms (7.2%)

Memory

-1.3MiB live, 225.3MiB allocated; 58ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	14
0	10	14
1	29	14
2	201	14
3	2055	14
0	8589	13

Stop Event

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

Counts

2 → 29

Calls

Call 1

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

Outputs
#s(approx (+ (* y x) (* t z)) (*.f64 x y))
(*.f64 (fabs.f64 (fabs.f64 x)) (fabs.f64 (fabs.f64 y)))
(*.f64 (fabs.f64 (fabs.f64 y)) (fabs.f64 (fabs.f64 x)))
(.f64 (sqrt.f64 (neg.f64 (.f64 (neg.f64 x) y))) (sqrt.f64 (neg.f64 (*.f64 (neg.f64 x) y))))
(.f64 (sqrt.f64 (.f64 (neg.f64 x) y)) (sqrt.f64 (*.f64 (neg.f64 x) y)))
(.f64 (sqrt.f64 (.f64 x y)) (sqrt.f64 (*.f64 x y)))
(.f64 (sqrt.f64 (.f64 (*.f64 y y) x)) (sqrt.f64 x))
(.f64 (sqrt.f64 x) (sqrt.f64 (.f64 (*.f64 y y) x)))
(.f64 (sqrt.f64 (.f64 (*.f64 x x) y)) (sqrt.f64 y))
(.f64 (sqrt.f64 y) (sqrt.f64 (.f64 (*.f64 x x) y)))
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 x)))
(*.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 y)))
(*.f64 (pow.f64 x #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64)))
(*.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 x #s(literal 1 binary64)))
(*.f64 (fabs.f64 x) (fabs.f64 y))
(*.f64 (fabs.f64 y) (fabs.f64 x))
(*.f64 x y)
(*.f64 y x)
(pow.f64 (*.f64 (neg.f64 x) y) #s(literal 1 binary64))
(pow.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 x y) #s(literal 1 binary64))
(sqrt.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)))
(fabs.f64 (neg.f64 (*.f64 (neg.f64 x) y)))
(fabs.f64 (*.f64 (neg.f64 x) y))
(fabs.f64 (*.f64 x y))
(exp.f64 (/.f64 (log.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 x y)) #s(literal 1 binary64)))
(exp.f64 (log.f64 (*.f64 x y)))
(+.f64 (cosh.f64 (log.f64 (.f64 x y))) (sinh.f64 (log.f64 (.f64 x y))))

eval3.0ms (0.1%)

Memory: 9.0MiB live, 9.0MiB allocated; 0ms collecting garbage
Compiler: Compiled 473 to 104 computations (78% saved)

prune3.0ms (0.1%)

Memory

8.5MiB live, 8.5MiB allocated; 0ms collecting garbage

Pruning

4 alts after pruning (0 fresh and 4 done)

	Pruned	Kept	Total
New	32	0	32
Fresh	0	0	0
Picked	0	1	1
Done	0	3	3
Total	32	4	36

Accuracy

100.0%

Counts

36 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.2%	(fma.f64 (neg.f64 z) t (*.f64 y x))
✓	100.0%	(fma.f64 y x (*.f64 (neg.f64 z) t))
✓	53.1%	#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
✓	51.3%	#s(approx (+ (* y x) (* t z)) (*.f64 x y))

Compiler

Compiled 87 to 55 computations (36.8% saved)

regimes19.0ms (0.6%)

Memory

0.5MiB live, 44.3MiB allocated; 8ms collecting garbage

Counts

6 → 1

Calls

Call 1

Inputs
#s(approx (+ (* y x) (* t z)) (*.f64 x y))
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(fma.f64 y x (*.f64 t z))
(-.f64 (.f64 x y) (.f64 z t))
(fma.f64 y x (*.f64 (neg.f64 z) t))
(fma.f64 (neg.f64 z) t (*.f64 y x))

Outputs
(fma.f64 y x (*.f64 (neg.f64 z) t))

Calls

7 calls:

6.0ms	z
2.0ms	y
2.0ms	x
2.0ms	t
2.0ms	(*.f64 z t)

Results

Accuracy	Segments	Branch
100.0%	1	`(*.f64 z t)`
100.0%	1	`(*.f64 x y)`
100.0%	1	`(-.f64 (.f64 x y) (.f64 z t))`
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`
100.0%	1	`t`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

regimes22.0ms (0.7%)

Memory

-25.1MiB live, 37.0MiB allocated; 17ms collecting garbage

Counts

4 → 1

Calls

Call 1

Inputs
#s(approx (+ (* y x) (* t z)) (*.f64 x y))
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(fma.f64 y x (*.f64 t z))
(-.f64 (.f64 x y) (.f64 z t))

Outputs
(-.f64 (.f64 x y) (.f64 z t))

Calls

7 calls:

11.0ms	z
2.0ms	y
2.0ms	x
2.0ms	t
2.0ms	(-.f64 (.f64 x y) (.f64 z t))

Results

Accuracy	Segments	Branch
99.2%	1	`(*.f64 z t)`
99.2%	1	`(*.f64 x y)`
99.2%	1	`(-.f64 (.f64 x y) (.f64 z t))`
99.2%	1	`x`
99.2%	1	`y`
99.2%	1	`z`
99.2%	1	`t`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

regimes15.0ms (0.4%)

Memory

-14.7MiB live, 29.4MiB allocated; 6ms collecting garbage

Counts

3 → 3

Calls

Call 1

Inputs
#s(approx (+ (* y x) (* t z)) (*.f64 x y))
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
(fma.f64 y x (*.f64 t z))

Outputs
#s(approx (+ (* y x) (* t z)) (*.f64 x y))
#s(approx (- (* x y) (* z t)) (*.f64 (neg.f64 z) t))
#s(approx (+ (* y x) (* t z)) (*.f64 x y))

Calls

7 calls:

5.0ms	(*.f64 x y)
2.0ms	t
2.0ms	y
2.0ms	x
1.0ms	(*.f64 z t)

Results

Accuracy	Segments	Branch
78.7%	3	`(*.f64 z t)`
79.9%	3	`(*.f64 x y)`
61.9%	3	`(-.f64 (.f64 x y) (.f64 z t))`
72.5%	3	`x`
74.9%	3	`y`
79.7%	3	`z`
74.0%	3	`t`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

regimes7.0ms (0.2%)

Memory

21.1MiB live, 21.1MiB allocated; 0ms collecting garbage

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

7 calls:

1.0ms	t
1.0ms	y
1.0ms	x
1.0ms	z
1.0ms	(-.f64 (.f64 x y) (.f64 z t))

Results

Accuracy	Segments	Branch
51.3%	1	`(-.f64 (.f64 x y) (.f64 z t))`
51.3%	1	`x`
51.3%	1	`t`
51.3%	1	`y`
51.3%	1	`(*.f64 z t)`
51.3%	1	`z`
51.3%	1	`(*.f64 x y)`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

bsearch1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.209825436776847e-7	1.3252013798390067e-6
0.0ms	-8.139870491105934e-47	-3.5461764265403206e-50

Compiler

Compiled 10 to 14 computations (-40% saved)

simplify15.0ms (0.4%)

Memory

-16.0MiB live, 29.7MiB allocated; 6ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	24	61
1	43	61
2	67	61
3	98	61
4	115	61
5	123	61
6	129	61

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 y x (*.f64 (neg.f64 z) t))
(-.f64 (.f64 x y) (.f64 z t))
(if (<=.f64 (.f64 x y) #s(literal -5142201741628769/102844034832575377634685573909834406561420991602098741459288064 binary64)) #s(approx (+ ( y x) (* t z)) (.f64 x y)) (if (<=.f64 (.f64 x y) #s(literal 944473296573929/4722366482869645213696 binary64)) #s(approx (- (* x y) (* z t)) (.f64 (neg.f64 z) t)) #s(approx (+ ( y x) (* t z)) (*.f64 x y))))
#s(approx (+ (* y x) (* t z)) (*.f64 x y))

Outputs
(fma.f64 y x (*.f64 (neg.f64 z) t))
(-.f64 (.f64 x y) (.f64 z t))
(if (<=.f64 (.f64 x y) #s(literal -5142201741628769/102844034832575377634685573909834406561420991602098741459288064 binary64)) #s(approx (+ ( y x) (* t z)) (.f64 x y)) (if (<=.f64 (.f64 x y) #s(literal 944473296573929/4722366482869645213696 binary64)) #s(approx (- (* x y) (* z t)) (.f64 (neg.f64 z) t)) #s(approx (+ ( y x) (* t z)) (*.f64 x y))))
(if (or (<=.f64 (.f64 x y) #s(literal -5142201741628769/102844034832575377634685573909834406561420991602098741459288064 binary64)) (not (<=.f64 (.f64 x y) #s(literal 944473296573929/4722366482869645213696 binary64)))) #s(approx (+ (* y x) (* t z)) (.f64 x y)) #s(approx (- ( x y) (* z t)) (*.f64 (neg.f64 z) t)))
#s(approx (+ (* y x) (* t z)) (*.f64 x y))

derivations626.0ms (19%)

Memory

-27.0MiB live, 455.5MiB allocated; 100ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	35
0	18	35
1	67	35
2	436	35
3	5005	35
0	8444	32
0	42	80
1	140	80
2	425	80
3	1444	80
4	3143	80
5	5140	80
6	6919	80
7	7366	80
0	8080	80
0	40	69
1	162	69
2	552	69
3	1735	69
4	3286	69
5	5124	69
6	7764	69
0	8052	60
0	7	13
0	10	13
1	28	13
2	189	13
3	1896	13
0	8610	13

Stop Event

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

Compiler

Compiled 61 to 25 computations (59% saved)

preprocess78.0ms (2.4%)

Memory

-31.5MiB live, 70.0MiB allocated; 13ms collecting garbage

Remove

(sort z t)

(sort x y)

Compiler

Compiled 192 to 120 computations (37.5% saved)

end0.0ms (0%)

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

Iter	Nodes	Cost
0	36	102
1	66	102
2	123	102
3	190	102
4	214	102
5	217	102
0	7	7
0	10	7
1	15	7
2	24	7
3	40	7
4	58	7
5	70	7
6	74	7
7	77	7
0	77	7

Iter	Nodes	Cost
0	36	102
1	66	102
2	123	102
3	190	102
4	214	102
5	217	102
0	7	7
0	10	7
1	15	7
2	24	7
3	40	7
4	58	7
5	70	7
6	74	7
7	77	7
0	77	7

start0.0ms (0%)

analyze0.0ms (0%)

sample759.0ms (23.1%)

explain77.0ms (2.3%)

preprocess18.0ms (0.5%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify4.0ms (0.1%)

localize20.0ms (0.6%)

series6.0ms (0.2%)

simplify114.0ms (3.5%)

rewrite197.0ms (6%)

eval33.0ms (1%)

prune7.0ms (0.2%)

simplify5.0ms (0.2%)

localize63.0ms (1.9%)

series6.0ms (0.2%)

simplify148.0ms (4.5%)

rewrite181.0ms (5.5%)

eval46.0ms (1.4%)

prune6.0ms (0.2%)

simplify31.0ms (1%)

localize17.0ms (0.5%)

series3.0ms (0.1%)

simplify100.0ms (3%)

rewrite232.0ms (7%)

eval65.0ms (2%)

prune7.0ms (0.2%)

simplify5.0ms (0.1%)

localize26.0ms (0.8%)

series3.0ms (0.1%)

simplify84.0ms (2.6%)

rewrite237.0ms (7.2%)

eval3.0ms (0.1%)

prune3.0ms (0.1%)

regimes19.0ms (0.6%)

regimes22.0ms (0.7%)

regimes15.0ms (0.4%)

regimes7.0ms (0.2%)

bsearch1.0ms (0%)

simplify15.0ms (0.4%)

derivations626.0ms (19%)

preprocess78.0ms (2.4%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	36	102
1	66	102
2	123	102
3	190	102
4	214	102
5	217	102
0	7	7
0	10	7
1	15	7
2	24	7
3	40	7
4	58	7
5	70	7
6	74	7
7	77	7
0	77	7