Metrics for Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, C

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

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)

sample634.0ms (22.8%)

Memory

20.1MiB live, 810.3MiB allocated

Samples

378.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 164.0ms

ival-mult: 114.0ms (69.5% of total)

ival-sub: 40.0ms (24.4% of total)

ival-true: 6.0ms (3.7% of total)

ival-assert: 3.0ms (1.8% of total)

Bogosity

explain85.0ms (3%)

Memory

-14.1MiB live, 73.2MiB allocated

FPErrors

Click to see full error table

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

49.0ms

512×

valid

Compiler

Compiled 31 to 19 computations (38.7% saved)

Precisions

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

ival-mult: 4.0ms (56.8% of total)

ival-sub: 2.0ms (28.4% of total)

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

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

preprocess28.0ms (1%)

Memory

30.2MiB live, 30.2MiB allocated

Algorithm

1×	egg-herbie

Rules

144×	`lower-fma.f64`
144×	`lower-fma.f32`
98×	`sub-neg`
96×	`lower-*.f32`
94×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	21	48
1	65	48
2	125	48
3	269	48
4	441	48
5	493	48
6	495	48
0	5	5
0	7	5
1	13	5
2	25	5
3	37	5
4	52	5
5	76	5
6	116	5
7	150	5
8	192	5
9	217	5
10	233	5
0	233	5

Stop Event

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

Calls

Call 1

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

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

Symmetry

(sort y z)

Compiler

Compiled 5 to 5 computations (0% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

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

Compiler

Compiled 5 to 5 computations (0% saved)

simplify18.0ms (0.6%)

Memory

-28.2MiB live, 9.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

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

Rules

144×	`lower-fma.f64`
144×	`lower-fma.f32`
96×	`lower-*.f32`
94×	`lower-*.f64`
48×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	11
0	7	11
1	13	11
2	25	11
3	37	11
4	52	11
5	76	11
6	116	11
7	150	11
8	192	11
9	217	11
10	233	11
0	233	11

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize14.0ms (0.5%)

Memory

32.3MiB live, 32.3MiB allocated

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0	(*.f64 y z)
accuracy	0.00390625	(-.f64 x (*.f64 y z))

Samples

10.0ms

256×

valid

Compiler

Compiled 13 to 7 computations (46.2% saved)

Precisions

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

ival-mult: 2.0ms (58.7% of total)

ival-sub: 1.0ms (29.3% of total)

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

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

series41.0ms (1.5%)

Memory

-24.2MiB live, 8.8MiB allocated

Counts

2 → 60

Calls

Call 1

Inputs
#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())
#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())

Outputs
#s(alt x (taylor 0 z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt x (taylor 0 y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt x (taylor inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt x (taylor -inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (-.f64 x (.f64 y z)) (patch (-.f64 x (.f64 y z)) #<representation binary64>) () ())) ())

Calls

9 calls:

Time	Variable		Point	Expression
36.0ms	z	@	-inf	((- x (* y z)) (* y z))
1.0ms	y	@	inf	((- x (* y z)) (* y z))
0.0ms	y	@	-inf	((- x (* y z)) (* y z))
0.0ms	z	@	inf	((- x (* y z)) (* y z))
0.0ms	y	@	0	((- x (* y z)) (* y z))

simplify385.0ms (13.8%)

Memory

23.7MiB live, 148.3MiB allocated

Algorithm

1×	egg-herbie

Rules

12 196×	`lower-fma.f64`
12 196×	`lower-fma.f32`
2 412×	`lower-*.f64`
2 412×	`lower-*.f32`
2 050×	`unsub-neg`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	231
1	96	231
2	229	231
3	777	231
4	2183	231
5	3289	231
6	4321	231
7	5328	231
8	6178	231
9	6433	231
10	6654	231
11	7617	231
0	8215	231

Stop Event

1×	iter limit
1×	node limit

Counts

60 → 56

Calls

Call 1

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

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

rewrite352.0ms (12.6%)

Memory

1.2MiB live, 231.2MiB allocated

Rules

7 952×	`lower-fma.f64`
7 952×	`lower-fma.f32`
3 972×	`lower-/.f64`
3 972×	`lower-/.f32`
3 636×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	8
0	7	8
1	26	8
2	183	8
3	1707	8
0	8472	8

Stop Event

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

Counts

2 → 202

Calls

Call 1

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

Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
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eval29.0ms (1.1%)

Memory: -19.5MiB live, 65.7MiB allocated
Compiler: Compiled 7 413 to 576 computations (92.2% saved)

prune6.0ms (0.2%)

Memory

18.6MiB live, 18.6MiB allocated

Pruning

2 alts after pruning (2 fresh and 0 done)

	Pruned	Kept	Total
New	256	2	258
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	257	2	259

Accuracy

100.0%

Counts

259 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(fma.f64 (neg.f64 z) y x)
▶	51.5%	#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y))

Compiler

Compiled 10 to 11 computations (-10% saved)

simplify10.0ms (0.4%)

Memory

-23.9MiB live, 15.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 5 expressions of interest:

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

Rules

144×	`lower-fma.f32`
142×	`lower-fma.f64`
96×	`lower-*.f32`
94×	`lower-*.f64`
48×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	28
0	12	28
1	25	28
2	34	28
3	47	28
4	64	28
5	86	28
6	128	28
7	160	28
8	195	28
9	220	28
10	236	28
0	236	28

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize22.0ms (0.8%)

Memory

8.1MiB live, 47.0MiB allocated

Localize:

Found 5 expressions of interest:

New	Metric	Score
accuracy	0	(fma.f64 (neg.f64 z) y x)
accuracy	0	(neg.f64 z)
accuracy	0	(*.f64 (neg.f64 z) y)
accuracy	0	(neg.f64 z)
accuracy	31.009354771942075	#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y))

Samples

17.0ms

256×

valid

Compiler

Compiled 26 to 10 computations (61.5% saved)

Precisions

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

ival-mult: 5.0ms (60.4% of total)

ival-sub: 1.0ms (12.1% of total)

ival-add: 1.0ms (12.1% of total)

ival-neg: 1.0ms (12.1% of total)

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

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

series6.0ms (0.2%)

Memory

14.4MiB live, 14.4MiB allocated

Counts

4 → 108

Calls

Call 1

Inputs
#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())
#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())

Outputs
#s(alt x (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt x (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* z (+ (* -1 y) (/ x z))) (taylor inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* z (+ (* -1 y) (/ x z))) (taylor inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* z (+ (* -1 y) (/ x z))) (taylor inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ y (* -1 (/ x z))))) (taylor -inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ y (* -1 (/ x z))))) (taylor -inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ y (* -1 (/ x z))))) (taylor -inf z) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt x (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt x (taylor 0 y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* y (+ (* -1 z) (/ x y))) (taylor inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* y (+ (* -1 z) (/ x y))) (taylor inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* y (+ (* -1 z) (/ x y))) (taylor inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (.f64 (neg.f64 z) y) (patch (.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ z (* -1 (/ x y))))) (taylor -inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ z (* -1 (/ x y))))) (taylor -inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ z (* -1 (/ x y))))) (taylor -inf y) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y z)) (taylor 0 x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* y z))) (taylor 0 x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt x (taylor inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt x (taylor inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt x (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (.f64 (neg.f64 z) y)) (patch #s(approx (- x ( y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt x (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) y x) (patch (fma.f64 (neg.f64 z) y x) #<representation binary64>) () ())) ())

Calls

9 calls:

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

simplify215.0ms (7.7%)

Memory

-36.2MiB live, 255.4MiB allocated

Algorithm

1×	egg-herbie

Rules

22 724×	`lower-fma.f64`
22 724×	`lower-fma.f32`
3 124×	`lower-+.f64`
3 124×	`lower-+.f32`
2 812×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	42	438
1	140	438
2	329	438
3	959	438
4	2566	438
5	3497	438
6	4560	438
7	5676	438
8	6395	438
9	6663	438
0	8341	438

Stop Event

1×	iter limit
1×	node limit

Counts

108 → 100

Calls

Call 1

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

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

rewrite228.0ms (8.2%)

Memory

4.3MiB live, 198.7MiB allocated

Rules

6 178×	`lower-fma.f32`
6 176×	`lower-fma.f64`
4 418×	`lower-*.f32`
4 416×	`lower-*.f64`
3 336×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	21
0	12	21
1	48	21
2	330	21
3	3589	21
0	8653	21

Stop Event

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

Counts

4 → 256

Calls

Call 1

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

Outputs
#<batchref>
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eval60.0ms (2.2%)

Memory: 24.2MiB live, 103.6MiB allocated
Compiler: Compiled 7 560 to 814 computations (89.2% saved)

prune18.0ms (0.6%)

Memory

16.0MiB live, 51.7MiB allocated

Pruning

2 alts after pruning (0 fresh and 2 done)

	Pruned	Kept	Total
New	401	0	401
Fresh	0	0	0
Picked	0	2	2
Done	0	0	0
Total	401	2	403

Accuracy

100.0%

Counts

403 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (neg.f64 z) y x)
✓	51.5%	#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y))

Compiler

Compiled 25 to 20 computations (20% saved)

regimes10.0ms (0.4%)

Memory

-13.6MiB live, 25.6MiB allocated

Counts

3 → 1

Calls

Call 1

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

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

Calls

5 calls:

3.0ms	(*.f64 y z)
2.0ms	(-.f64 x (*.f64 y z))
2.0ms	y
2.0ms	z
2.0ms	x

Results

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

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes87.0ms (3.1%)

Memory

-34.7MiB live, 60.8MiB allocated

Counts

2 → 1

Calls

Call 1

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

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

Calls

5 calls:

80.0ms	x
2.0ms	y
2.0ms	(-.f64 x (*.f64 y z))
2.0ms	z
1.0ms	(*.f64 y z)

Results

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

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes7.0ms (0.2%)

Memory

20.2MiB live, 20.2MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
51.5%	1	`x`
51.5%	1	`y`
51.5%	1	`z`
51.5%	1	`(-.f64 x (*.f64 y z))`
51.5%	1	`(*.f64 y z)`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

simplify25.0ms (0.9%)

Memory

17.9MiB live, 55.7MiB allocated

Algorithm

1×	egg-herbie

Rules

10×	`-commutative-binary64-.f64`
8×	`+-commutative-binary64-+.f64`
8×	`sub-neg-binary64-neg.f64-+.f64--.f64`
6×	`neg-sub0-binary64--.f64-neg.f64`
6×	`neg-mul-1-binary64-*.f64-neg.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	11	20
1	24	20
2	32	20
3	37	20
4	39	20

Stop Event

1×

saturated

Calls

Call 1

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

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

soundness466.0ms (16.7%)

Memory

-33.7MiB live, 245.7MiB allocated

Rules

12 196×	`lower-fma.f64`
12 196×	`lower-fma.f32`
7 952×	`lower-fma.f64`
7 952×	`lower-fma.f32`
3 972×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	8
0	7	8
1	26	8
2	183	8
3	1707	8
0	8472	8
0	32	231
1	96	231
2	229	231
3	777	231
4	2183	231
5	3289	231
6	4321	231
7	5328	231
8	6178	231
9	6433	231
10	6654	231
11	7617	231
0	8215	231

Stop Event

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

Compiler

Compiled 29 to 21 computations (27.6% saved)

preprocess36.0ms (1.3%)

Memory: 36.7MiB live, 75.7MiB allocated
Remove: (sort y z)
Compiler: Compiled 104 to 74 computations (28.8% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	21	48
1	65	48
2	125	48
3	269	48
4	441	48
5	493	48
6	495	48
0	5	5
0	7	5
1	13	5
2	25	5
3	37	5
4	52	5
5	76	5
6	116	5
7	150	5
8	192	5
9	217	5
10	233	5
0	233	5

Iter	Nodes	Cost
0	5	11
0	7	11
1	13	11
2	25	11
3	37	11
4	52	11
5	76	11
6	116	11
7	150	11
8	192	11
9	217	11
10	233	11
0	233	11

Iter	Nodes	Cost
0	9	28
0	12	28
1	25	28
2	34	28
3	47	28
4	64	28
5	86	28
6	128	28
7	160	28
8	195	28
9	220	28
10	236	28
0	236	28

Iter	Nodes	Cost
0	21	48
1	65	48
2	125	48
3	269	48
4	441	48
5	493	48
6	495	48
0	5	5
0	7	5
1	13	5
2	25	5
3	37	5
4	52	5
5	76	5
6	116	5
7	150	5
8	192	5
9	217	5
10	233	5
0	233	5

Iter	Nodes	Cost
0	5	11
0	7	11
1	13	11
2	25	11
3	37	11
4	52	11
5	76	11
6	116	11
7	150	11
8	192	11
9	217	11
10	233	11
0	233	11

Iter	Nodes	Cost
0	9	28
0	12	28
1	25	28
2	34	28
3	47	28
4	64	28
5	86	28
6	128	28
7	160	28
8	195	28
9	220	28
10	236	28
0	236	28

start0.0ms (0%)

analyze0.0ms (0%)

sample634.0ms (22.8%)

explain85.0ms (3%)

preprocess28.0ms (1%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify18.0ms (0.6%)

localize14.0ms (0.5%)

series41.0ms (1.5%)

simplify385.0ms (13.8%)

rewrite352.0ms (12.6%)

eval29.0ms (1.1%)

prune6.0ms (0.2%)

simplify10.0ms (0.4%)

localize22.0ms (0.8%)

series6.0ms (0.2%)

simplify215.0ms (7.7%)

rewrite228.0ms (8.2%)

eval60.0ms (2.2%)

prune18.0ms (0.6%)

regimes10.0ms (0.4%)

regimes87.0ms (3.1%)

regimes7.0ms (0.2%)

simplify25.0ms (0.9%)

soundness466.0ms (16.7%)

preprocess36.0ms (1.3%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	21	48
1	65	48
2	125	48
3	269	48
4	441	48
5	493	48
6	495	48
0	5	5
0	7	5
1	13	5
2	25	5
3	37	5
4	52	5
5	76	5
6	116	5
7	150	5
8	192	5
9	217	5
10	233	5
0	233	5

Iter	Nodes	Cost
0	5	11
0	7	11
1	13	11
2	25	11
3	37	11
4	52	11
5	76	11
6	116	11
7	150	11
8	192	11
9	217	11
10	233	11
0	233	11

Iter	Nodes	Cost
0	9	28
0	12	28
1	25	28
2	34	28
3	47	28
4	64	28
5	86	28
6	128	28
7	160	28
8	195	28
9	220	28
10	236	28
0	236	28