Metrics for SynthBasics:moogVCF from YampaSynth-0.2

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze102.0ms (0.9%)

Memory

4.3MiB live, 84.6MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
50%	49.9%	49.9%	0.2%	0%	0%	0%	3
50%	49.9%	49.9%	0.2%	0%	0%	0%	4
50%	49.9%	49.9%	0.2%	0%	0%	0%	5
50%	49.9%	49.9%	0.2%	0%	0%	0%	6
75%	74.9%	25%	0.2%	0%	0%	0%	7
75%	74.9%	25%	0.2%	0%	0%	0%	8
75%	74.9%	25%	0.2%	0%	0%	0%	9
75%	74.9%	25%	0.2%	0%	0%	0%	10
87.5%	87.3%	12.5%	0.2%	0%	0%	0%	11
87.5%	87.3%	12.5%	0.2%	0%	0%	0%	12

Compiler

Compiled 17 to 14 computations (17.6% saved)

sample1.6s (14.9%)

Memory

-6.1MiB live, 1 545.9MiB allocated

Samples

948.0ms	8 027×	0	valid
47.0ms	229×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 443.0ms

ival-div: 142.0ms (32% of total)

ival-mult: 125.0ms (28.2% of total)

ival-tanh: 83.0ms (18.7% of total)

ival-sub: 40.0ms (9% of total)

ival-add: 38.0ms (8.6% of total)

adjust: 6.0ms (1.4% of total)

ival-true: 6.0ms (1.4% of total)

ival-assert: 3.0ms (0.7% of total)

Bogosity

explain188.0ms (1.7%)

Memory

-18.3MiB live, 242.4MiB allocated

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
17	1	(-1.2681050045592582e-151 1.3645445811647623e-280 -1.8042926439755263e-44 6.469600628447247e-215)	1	(2.633518825293588e-45 -1.0215862444127773e+274 -5.5355380419537444e-241 4.775574817130868e-42)	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
0	0	-	0	-	`(/.f64 x y)`
0	0	-	0	-	`(/.f64 t y)`
0	0	-	0	-	`t`
0	0	-	0	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	0	-	0	-	`(tanh.f64 (/.f64 x y))`
0	0	-	0	-	`z`
0	0	-	0	-	`(tanh.f64 (/.f64 t y))`
0	0	-	0	-	`y`
0	0	-	0	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	0	-	0	-	`(*.f64 y z)`
0	0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*no**	13	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	2	0
↳	`(*.f64 y z)`	overflow	33
↳	`(/.f64 t y)`	underflow	29
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	43
↳	`(tanh.f64 (/.f64 x y))`	underflow	26
↳	`(/.f64 x y)`	underflow	26
↳	`(tanh.f64 (/.f64 t y))`	underflow	29
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	1	0

Confusion

	Predicted +	Predicted -
+	16	0
-	0	240

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	16	0	0
-	0	0	240

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	240
1	16

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

41.0ms	436×	0	valid
17.0ms	64×	2	valid
2.0ms	12×	1	valid

Compiler

Compiled 139 to 40 computations (71.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 35.0ms

ival-div: 10.0ms (28.6% of total)

ival-mult: 10.0ms (28.6% of total)

ival-tanh: 6.0ms (17.1% of total)

ival-sub: 3.0ms (8.6% of total)

adjust: 3.0ms (8.6% of total)

ival-add: 3.0ms (8.6% of total)

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

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

preprocess211.0ms (1.9%)

Memory

0.5MiB live, 178.9MiB allocated

Algorithm

1×	egg-herbie

Rules

12 492×	`lower-fma.f64`
12 492×	`lower-fma.f32`
3 782×	`lower-*.f32`
3 778×	`lower-*.f64`
2 164×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	76	226
1	399	224
2	1184	210
3	4721	210
0	12	15
0	20	15
1	62	15
2	165	15
3	427	15
4	1658	15
5	6383	15
0	8408	14

Stop Event

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

Calls

Call 1

Inputs
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

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

Symmetry

(abs y)

Compiler

Compiled 19 to 12 computations (36.8% saved)

eval0.0ms (0%)

Memory: 0.5MiB live, 0.5MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

1.9MiB live, 1.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	94.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 19 to 12 computations (36.8% saved)

simplify199.0ms (1.8%)

Memory

3.6MiB live, 202.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Rules

12 492×	`lower-fma.f64`
12 492×	`lower-fma.f32`
3 782×	`lower-*.f32`
3 778×	`lower-*.f64`
2 164×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	58
0	20	58
1	62	58
2	165	58
3	427	58
4	1658	58
5	6383	58
0	8408	57

Stop Event

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

Calls

Call 1

Inputs
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
x
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(*.f64 y z)
y
z
(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
(tanh.f64 (/.f64 x y))
(/.f64 x y)

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

localize124.0ms (1.1%)

Memory

12.5MiB live, 144.6MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(tanh.f64 (/.f64 t y))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	3.9528819226554828	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

54.0ms	6×	1	valid
42.0ms	218×	0	valid
13.0ms	32×	2	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 92.0ms

adjust: 55.0ms (59.7% of total)

ival-sub: 14.0ms (15.2% of total)

ival-div: 8.0ms (8.7% of total)

ival-mult: 7.0ms (7.6% of total)

ival-tanh: 5.0ms (5.4% of total)

ival-add: 3.0ms (3.3% of total)

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

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

series69.0ms (0.6%)

Memory

-0.2MiB live, 152.4MiB allocated

Counts

6 → 204

Calls

Call 1

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

Outputs
#s(alt (+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))) (taylor 0 t) (#s(alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (patch (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (patch (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #<representation binary64>) () ())) ())
#s(alt (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (patch (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #<representation binary64>) () ())) ())
#s(alt (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (patch (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #<representation binary64>) () ())) ())
#s(alt (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ t y)) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor inf t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor inf t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor inf t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor inf t) (#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())) ())
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#s(alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor -inf x) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor -inf x) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor -inf x) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor -inf x) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
12.0ms	y	@	-inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (tanh (/ t y)))
7.0ms	z	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (tanh (/ t y)))
7.0ms	t	@	0	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (tanh (/ t y)))
6.0ms	y	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (tanh (/ t y)))
5.0ms	z	@	0	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (tanh (/ t y)))

simplify280.0ms (2.5%)

Memory

13.5MiB live, 285.9MiB allocated

Algorithm

1×	egg-herbie

Rules

13 018×	`lower-fma.f64`
13 018×	`lower-fma.f32`
4 518×	`lower-*.f64`
4 518×	`lower-*.f32`
3 606×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	495	10076
1	1678	7475
2	7001	7473
0	8025	7285

Stop Event

1×	iter limit
1×	node limit

Counts

204 → 200

Calls

Call 1

Inputs
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(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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x
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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(* y z)
(* y z)
(* y z)
(* y z)
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x
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(.f64 (fma.f64 (neg.f64 y) (.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))) (/.f64 z x)) #s(literal -1 binary64)) (neg.f64 x))
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(.f64 (fma.f64 (neg.f64 y) (.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))) (/.f64 z x)) #s(literal -1 binary64)) (neg.f64 x))
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(.f64 (fma.f64 (neg.f64 y) (.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))) (/.f64 z x)) #s(literal -1 binary64)) (neg.f64 x))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))

rewrite384.0ms (3.5%)

Memory

-1.9MiB live, 169.8MiB allocated

Rules

5 094×	`lower-*.f32`
5 090×	`lower-*.f64`
4 102×	`lower-/.f32`
4 098×	`lower-/.f64`
2 936×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	48
0	20	48
1	99	48
2	871	48
0	8208	47

Stop Event

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

Counts

6 → 312

Calls

Call 1

Inputs
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(*.f64 y z)
(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 x y))
(tanh.f64 (/.f64 t y))

Outputs
(.f64 (-.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (.f64 x x)) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) (neg.f64 x))))
(.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))))))
(.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x)) (.f64 x x)))))
(.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))))
(.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (fma.f64 x x (.f64 (neg.f64 (.f64 x (*.f64 z y))) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x)) (.f64 x x))))
(.f64 #s(literal 1 binary64) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) x))
(pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))))) (.f64 (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))))) (+.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (fma.f64 (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x)) (*.f64 x x)))))
(/.f64 (-.f64 (.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (.f64 (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)))) (.f64 (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))))
(/.f64 (-.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (.f64 x x)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x)))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y)))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (fma.f64 x x (.f64 (neg.f64 (.f64 x (.f64 z y))) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x)) (*.f64 x x))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x))))
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(-.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))))))
(-.f64 (/.f64 (exp.f64 (/.f64 x y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64))) (neg.f64 (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64)))))
(+.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))) (neg.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y)))))))
(+.f64 (/.f64 (exp.f64 (/.f64 x y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (neg.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))))
(tanh.f64 (/.f64 t y))
(.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(.f64 (neg.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(.f64 (.f64 #s(literal -2 binary64) (sinh.f64 (/.f64 t y))) (/.f64 #s(literal 1 binary64) (*.f64 #s(literal -2 binary64) (cosh.f64 (/.f64 t y)))))
(.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 t y)) (cosh.f64 (/.f64 t y))))
(*.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 t y)))
(.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (/.f64 #s(literal -1 binary64) (*.f64 #s(literal -2 binary64) (cosh.f64 (/.f64 t y)))))
(pow.f64 (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 t y))) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))) (.f64 (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))))) (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(/.f64 (-.f64 (.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))) (.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))))) (+.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(/.f64 (-.f64 (.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))) (.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))))) (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))))
(/.f64 (-.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (fma.f64 (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (fma.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y)))))) (neg.f64 (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(/.f64 (neg.f64 (neg.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))))) (neg.f64 (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(/.f64 (neg.f64 (.f64 #s(literal -2 binary64) (sinh.f64 (/.f64 t y)))) (neg.f64 (.f64 #s(literal -2 binary64) (cosh.f64 (/.f64 t y)))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))))) (pow.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (.f64 (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)) #s(literal 1 binary64))) (pow.f64 (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (exp.f64 (/.f64 (neg.f64 t) y)))) (pow.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) #s(literal 2 binary64)))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))))) (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(/.f64 (neg.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y)))) (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(/.f64 (.f64 #s(literal -2 binary64) (sinh.f64 (/.f64 t y))) (.f64 #s(literal -2 binary64) (cosh.f64 (/.f64 t y))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 t y)))))
(/.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y)))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))
(/.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 t y))) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 t y))))
(/.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))
(neg.f64 (/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(neg.f64 (/.f64 (neg.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y)))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(neg.f64 (/.f64 (.f64 #s(literal -2 binary64) (sinh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))))
(neg.f64 (/.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y)))) (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(neg.f64 (/.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(neg.f64 (/.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (.f64 #s(literal -2 binary64) (cosh.f64 (/.f64 t y)))))
(fma.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (neg.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(fma.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (neg.f64 (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(fma.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal -1 binary64) (.f64 #s(literal -2 binary64) (cosh.f64 (/.f64 t y)))) (neg.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))))
(-.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(-.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))))
(-.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))))
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (neg.f64 (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(+.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64))) (neg.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 t y))) #s(literal 1 binary64)))))
(+.f64 (/.f64 (exp.f64 (/.f64 t y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y)))) (neg.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))))

eval346.0ms (3.1%)

Memory: -34.3MiB live, 84.4MiB allocated
Compiler: Compiled 22 911 to 1 945 computations (91.5% saved)

prune205.0ms (1.9%)

Memory

13.5MiB live, 173.0MiB allocated

Pruning

10 alts after pruning (10 fresh and 0 done)

	Pruned	Kept	Total
New	502	10	512
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	503	10	513

Accuracy

100.0%

Counts

513 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
	97.7%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
▶	98.5%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
▶	44.4%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
	63.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
▶	64.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	45.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
▶	22.8%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
	21.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))
▶	60.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	25.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 z y) (-.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))) (fma.f64 (fma.f64 (.f64 (.f64 t t) #s(literal -1/3 binary64)) (/.f64 z (.f64 y y)) z) t x)))

Compiler

Compiled 556 to 302 computations (45.7% saved)

simplify133.0ms (1.2%)

Memory

29.3MiB live, 220.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
cost-diff	320	(fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))
cost-diff	0	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
cost-diff	128	(neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))
cost-diff	384	(fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y)))
cost-diff	384	(/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)
cost-diff	1152	(-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x)))
cost-diff	0	(-.f64 t x)
cost-diff	0	(fma.f64 (-.f64 t x) z x)
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
cost-diff	0	(tanh.f64 (/.f64 t y))
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)

Rules

7 648×	`lower-fma.f32`
7 638×	`lower-fma.f64`
6 040×	`lower-*.f32`
6 008×	`lower-*.f64`
1 698×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	684
0	106	679
1	219	595
2	512	542
3	1528	532
4	5296	532
0	8655	512

Stop Event

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

Calls

Call 1

Inputs
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
y
(tanh.f64 (/.f64 x y))
(/.f64 x y)
x
z
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
(fma.f64 (-.f64 t x) z x)
(-.f64 t x)
t
x
z
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y))))
(neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))
(fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y))
(neg.f64 z)
z
(-.f64 t x)
t
(/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)
(fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y)))
#s(literal 0 binary64)
(.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))
(-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x)))
(fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (*.f64 t t) t) #s(literal 1/3 binary64)))
(.f64 #s(literal -1/2 binary64) (.f64 x x))
#s(literal -1/2 binary64)
(*.f64 x x)
(.f64 (.f64 (*.f64 t t) t) #s(literal 1/3 binary64))
(.f64 (.f64 t t) t)
(*.f64 t t)
#s(literal 1/3 binary64)
(.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))
#s(literal -1/6 binary64)
(.f64 (.f64 x x) x)
(/.f64 z y)
y
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
x
(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(*.f64 y z)
y
z
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
#s(approx (tanh (/ t y)) (/.f64 t y))
(/.f64 t y)
t
(tanh.f64 (/.f64 x y))
(/.f64 x y)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
x
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))))
(*.f64 y z)
y
z
(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
#s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))
(fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))
(*.f64 x #s(literal -1/3 binary64))
#s(literal -1/3 binary64)
(.f64 x (/.f64 x (.f64 (*.f64 y y) y)))
(/.f64 x (.f64 (.f64 y y) y))
(.f64 (.f64 y y) y)
(*.f64 y y)
(/.f64 x y)

Outputs
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(fma.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
y
(tanh.f64 (/.f64 x y))
(/.f64 x y)
x
z
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
(fma.f64 (-.f64 t x) z x)
(-.f64 t x)
t
x
z
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
(+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (/.f64 z (.f64 y y)) (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 t t) t) (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64))) (*.f64 (-.f64 t x) z))) x)
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y))))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (/.f64 z (.f64 y y)) (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 t t) t) (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64))) (*.f64 (-.f64 t x) z)))
(neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))
(fma.f64 (/.f64 z (.f64 y y)) (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 t t) t) (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64))) (*.f64 (-.f64 t x) z))
(fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y))
(fma.f64 (-.f64 x t) z (.f64 (/.f64 z (.f64 y y)) (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t)))))
(neg.f64 z)
z
(-.f64 t x)
t
(/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)
(.f64 (/.f64 z (.f64 y y)) (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t))))
(fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y)))
(.f64 (/.f64 (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))) y) z)
#s(literal 0 binary64)
(.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))
(.f64 (/.f64 (fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))) y) z)
(-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x)))
(fma.f64 #s(literal -1/3 binary64) (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t)))
(fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (*.f64 t t) t) #s(literal 1/3 binary64)))
(fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t)))
(.f64 #s(literal -1/2 binary64) (.f64 x x))
(.f64 (.f64 x x) #s(literal -1/2 binary64))
#s(literal -1/2 binary64)
(*.f64 x x)
(.f64 (.f64 (*.f64 t t) t) #s(literal 1/3 binary64))
(.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t))
(.f64 (.f64 t t) t)
(*.f64 t t)
#s(literal 1/3 binary64)
(.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))
(.f64 (.f64 (*.f64 x x) x) #s(literal -1/6 binary64))
#s(literal -1/6 binary64)
(.f64 (.f64 x x) x)
(/.f64 z y)
y
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
x
(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))
(*.f64 y z)
(*.f64 z y)
y
z
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
#s(approx (tanh (/ t y)) (/.f64 t y))
(/.f64 t y)
t
(tanh.f64 (/.f64 x y))
(/.f64 x y)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 (fma.f64 (.f64 (/.f64 x (.f64 y y)) #s(literal -1/3 binary64)) x #s(literal 1 binary64)) (/.f64 x y)))) (.f64 z y) x)
x
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))))
(.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 (fma.f64 (.f64 (/.f64 x (.f64 y y)) #s(literal -1/3 binary64)) x #s(literal 1 binary64)) (/.f64 x y)))) (*.f64 z y))
(*.f64 y z)
(*.f64 z y)
y
z
(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))
(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 (fma.f64 (.f64 (/.f64 x (*.f64 y y)) #s(literal -1/3 binary64)) x #s(literal 1 binary64)) (/.f64 x y))))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
#s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))
#s(approx (tanh (/ x y)) (.f64 (fma.f64 (.f64 (/.f64 x (*.f64 y y)) #s(literal -1/3 binary64)) x #s(literal 1 binary64)) (/.f64 x y)))
(fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))
(.f64 (fma.f64 (.f64 (/.f64 x (*.f64 y y)) #s(literal -1/3 binary64)) x #s(literal 1 binary64)) (/.f64 x y))
(*.f64 x #s(literal -1/3 binary64))
(*.f64 #s(literal -1/3 binary64) x)
#s(literal -1/3 binary64)
(.f64 x (/.f64 x (.f64 (*.f64 y y) y)))
(.f64 (/.f64 x (.f64 (*.f64 y y) y)) x)
(/.f64 x (.f64 (.f64 y y) y))
(.f64 (.f64 y y) y)
(*.f64 y y)
(/.f64 x y)

localize243.0ms (2.2%)

Memory

-24.5MiB live, 373.8MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	4.371136560729819	(.f64 x (/.f64 x (.f64 (*.f64 y y) y)))
accuracy	5.919907234956825	(/.f64 x (.f64 (.f64 y y) y))
accuracy	9.355429181562732	(fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))
accuracy	30.915469641152065	#s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))
accuracy	0.01171875	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	3.9528819226554828	(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
accuracy	31.215617094863354	#s(approx (tanh (/ t y)) (/.f64 t y))
accuracy	4.341306072750451	(/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)
accuracy	10.124751826655725	(.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))
accuracy	20.667869669849882	(-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x)))
accuracy	42.10508731856283	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y))))
accuracy	0	(fma.f64 (-.f64 t x) z x)
accuracy	0	(-.f64 t x)
accuracy	25.58060264491775	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
accuracy	0.0078125	(tanh.f64 (/.f64 t y))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	1.5694729874156887	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)

Samples

127.0ms	218×	0	valid
29.0ms	32×	2	valid
4.0ms	6×	1	valid

Compiler

Compiled 533 to 51 computations (90.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 108.0ms

ival-mult: 37.0ms (34.1% of total)

const: 34.0ms (31.4% of total)

ival-div: 13.0ms (12% of total)

ival-add: 9.0ms (8.3% of total)

adjust: 5.0ms (4.6% of total)

ival-sub: 4.0ms (3.7% of total)

ival-tanh: 4.0ms (3.7% of total)

ival-neg: 2.0ms (1.8% of total)

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

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

exact: 0.0ms (0% of total)

series205.0ms (1.9%)

Memory

18.0MiB live, 290.9MiB allocated

Counts

25 → 912

Calls

Call 1

Inputs
#s(alt (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (patch (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) #<representation binary64>) () ())
#s(alt (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) (patch (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) #<representation binary64>) () ())
#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())
#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())
#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (patch #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 t x) z x) (patch (fma.f64 (-.f64 t x) z x) #<representation binary64>) () ())
#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())
#s(alt (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (patch (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) #<representation binary64>) () ())
#s(alt (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) y) (patch (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) y) #<representation binary64>) () ())
#s(alt (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) (patch (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) #<representation binary64>) () ())
#s(alt (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) y))) (patch (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) y))) #<representation binary64>) () ())
#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #<representation binary64>) () ())
#s(alt (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (patch (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #<representation binary64>) () ())
#s(alt (.f64 y z) (patch (.f64 y z) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())
#s(alt (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)) (patch (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)) #<representation binary64>) () ())
#s(alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))))) (patch (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))))) #<representation binary64>) () ())
#s(alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))) (patch (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))) #<representation binary64>) () ())
#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())
#s(alt #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) y)))) (patch #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))) #<representation binary64>) () ())
#s(alt (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y)) (patch (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y)) #<representation binary64>) () ())
#s(alt #s(approx (tanh (/ t y)) (/.f64 t y)) (patch #s(approx (tanh (/ t y)) (/.f64 t y)) #<representation binary64>) () ())
#s(alt #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))) (patch #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))) #<representation binary64>) () ())
#s(alt (/.f64 x (.f64 (.f64 y y) y)) (patch (/.f64 x (.f64 (.f64 y y) y)) #<representation binary64>) () ())
#s(alt (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (patch (.f64 x (/.f64 x (.f64 (.f64 y y) y))) #<representation binary64>) () ())

Outputs
#s(alt (+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (patch (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (patch (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (patch (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (patch (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor 0 t) (#s(alt (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) (patch (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) #<representation binary64>) () ())) ())
#s(alt (+ t (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))) (taylor 0 t) (#s(alt (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) (patch (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) #<representation binary64>) () ())) ())
#s(alt (+ (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))) (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))) (taylor 0 t) (#s(alt (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) (patch (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) #<representation binary64>) () ())) ())
#s(alt (+ (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))) (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))) (taylor 0 t) (#s(alt (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) (patch (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) #<representation binary64>) () ())) ())
#s(alt (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ t y)) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (patch #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (patch #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (patch #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (patch #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* x z))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 t x) z x) (patch (fma.f64 (-.f64 t x) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (* x z)) (* t z))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 t x) z x) (patch (fma.f64 (-.f64 t x) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (* x z)) (* t z))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 t x) z x) (patch (fma.f64 (-.f64 t x) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (* x z)) (* t z))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 t x) z x) (patch (fma.f64 (-.f64 t x) z x) #<representation binary64>) () ())) ())
#s(alt (* -1 x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- t x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- t x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- t x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (patch (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1/2 (pow x 3)) (* 1/3 (pow t 3))) (* -1/6 (pow x 3))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (patch (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1/2 (pow x 3)) (* 1/3 (pow t 3))) (* -1/6 (pow x 3))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (patch (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) #<representation binary64>) () ())) ())
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#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
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#s(alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor -inf x) (#s(alt #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y))) y)))) (patch #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* (pow x 3) (+ (* -1/3 (/ (* (pow t 3) z) (* (pow x 3) y))) (* 1/3 (/ z y))))) (taylor -inf x) (#s(alt (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y)) (patch (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y)) #<representation binary64>) () ())) ())
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#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))) (patch #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))) (patch #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))) #<representation binary64>) () ())) ())
#s(alt (/ x (pow y 3)) (taylor -inf x) (#s(alt (/.f64 x (.f64 (.f64 y y) y)) (patch (/.f64 x (.f64 (.f64 y y) y)) #<representation binary64>) () ())) ())
#s(alt (/ x (pow y 3)) (taylor -inf x) (#s(alt (/.f64 x (.f64 (.f64 y y) y)) (patch (/.f64 x (.f64 (.f64 y y) y)) #<representation binary64>) () ())) ())
#s(alt (/ x (pow y 3)) (taylor -inf x) (#s(alt (/.f64 x (.f64 (.f64 y y) y)) (patch (/.f64 x (.f64 (.f64 y y) y)) #<representation binary64>) () ())) ())
#s(alt (/ x (pow y 3)) (taylor -inf x) (#s(alt (/.f64 x (.f64 (.f64 y y) y)) (patch (/.f64 x (.f64 (.f64 y y) y)) #<representation binary64>) () ())) ())
#s(alt (/ (pow x 2) (pow y 3)) (taylor -inf x) (#s(alt (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (patch (.f64 x (/.f64 x (.f64 (.f64 y y) y))) #<representation binary64>) () ())) ())
#s(alt (/ (pow x 2) (pow y 3)) (taylor -inf x) (#s(alt (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (patch (.f64 x (/.f64 x (.f64 (.f64 y y) y))) #<representation binary64>) () ())) ())
#s(alt (/ (pow x 2) (pow y 3)) (taylor -inf x) (#s(alt (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (patch (.f64 x (/.f64 x (.f64 (.f64 y y) y))) #<representation binary64>) () ())) ())
#s(alt (/ (pow x 2) (pow y 3)) (taylor -inf x) (#s(alt (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (patch (.f64 x (/.f64 x (.f64 (.f64 y y) y))) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
34.0ms	y	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y) (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (+ (* (* x -1/3) (* x (/ x (* (* y y) y)))) (/ x y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y)) (tanh (/ t y)) (tanh (/ x y)) (/ x (* (* y y) y)) (* x (/ x (* (* y y) y))))
33.0ms	z	@	inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y) (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (+ (* (* x -1/3) (* x (/ x (* (* y y) y)))) (/ x y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y)) (tanh (/ t y)) (tanh (/ x y)) (/ x (* (* y y) y)) (* x (/ x (* (* y y) y))))
22.0ms	t	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y) (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (+ (* (* x -1/3) (* x (/ x (* (* y y) y)))) (/ x y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y)) (tanh (/ t y)) (tanh (/ x y)) (/ x (* (* y y) y)) (* x (/ x (* (* y y) y))))
9.0ms	x	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y) (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (+ (* (* x -1/3) (* x (/ x (* (* y y) y)))) (/ x y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y)) (tanh (/ t y)) (tanh (/ x y)) (/ x (* (* y y) y)) (* x (/ x (* (* y y) y))))
6.0ms	x	@	inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y) (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (+ (* (* x -1/3) (* x (/ x (* (* y y) y)))) (/ x y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y)) (tanh (/ t y)) (tanh (/ x y)) (/ x (* (* y y) y)) (* x (/ x (* (* y y) y))))

simplify300.0ms (2.7%)

Memory

25.5MiB live, 450.4MiB allocated

Algorithm

1×	egg-herbie

Rules

14 070×	`lower-fma.f64`
14 070×	`lower-fma.f32`
5 390×	`lower-+.f64`
5 390×	`lower-+.f32`
5 330×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	794	37534
1	2659	28528
0	9068	27731

Stop Event

1×	iter limit
1×	node limit

Counts

912 → 892

Calls

Call 1

Inputs
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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(+ (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))) (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ t y)) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
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(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(/ t y)
(* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y)))
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(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* -1 (* x z)))
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(* -1 x)
(- t x)
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(- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))
(- (+ (* -1/2 (pow x 3)) (* 1/3 (pow t 3))) (* -1/6 (pow x 3)))
(- (+ (* -1/2 (pow x 3)) (* 1/3 (pow t 3))) (* -1/6 (pow x 3)))
(- (+ (* -1/2 (pow x 3)) (* 1/3 (pow t 3))) (* -1/6 (pow x 3)))
(/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))
(+ (* 1/3 (/ (* (pow t 3) z) (pow y 2))) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2)))
(+ (* 1/3 (/ (* (pow t 3) z) (pow y 2))) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2)))
(+ (* 1/3 (/ (* (pow t 3) z) (pow y 2))) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2)))
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(+ (* 1/3 (/ (* (pow t 3) z) y)) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) y))
(+ (* 1/3 (/ (* (pow t 3) z) y)) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) y))
(+ (* 1/3 (/ (* (pow t 3) z) y)) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) y))
(* -1 (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
(- (* t z) (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
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(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) y)
(+ (* 1/3 (/ (* (pow t 3) z) y)) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) y))
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(+ (* 1/3 (/ (* (pow t 3) z) y)) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) y))
(/ t y)
(* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(* y (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(* y (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(* y (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(* y (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
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(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1/3 (/ (pow x 3) (pow y 3)))
(/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (.f64 (*.f64 y y) y))
(* -1 (* (pow x 3) (- (* 1/3 (/ 1 (pow y 3))) (/ 1 (* (pow x 2) y)))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (-.f64 (/.f64 #s(literal 1/3 binary64) (.f64 (.f64 y y) y)) (/.f64 #s(literal 1 binary64) (.f64 (*.f64 x x) y))))
(* -1 (* (pow x 3) (- (* 1/3 (/ 1 (pow y 3))) (/ 1 (* (pow x 2) y)))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (-.f64 (/.f64 #s(literal 1/3 binary64) (.f64 (.f64 y y) y)) (/.f64 #s(literal 1 binary64) (.f64 (*.f64 x x) y))))
(* -1 (* (pow x 3) (- (* 1/3 (/ 1 (pow y 3))) (/ 1 (* (pow x 2) y)))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (-.f64 (/.f64 #s(literal 1/3 binary64) (.f64 (.f64 y y) y)) (/.f64 #s(literal 1 binary64) (.f64 (*.f64 x x) y))))
x
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(fma.f64 (/.f64 (.f64 (.f64 z (neg.f64 y)) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) x) (neg.f64 x) x)
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(fma.f64 (/.f64 (.f64 (.f64 z (neg.f64 y)) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) x) (neg.f64 x) x)
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(fma.f64 (/.f64 (.f64 (.f64 z (neg.f64 y)) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) x) (neg.f64 x) x)
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 z y) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* -1/3 (/ (* (pow x 3) z) y))
(.f64 (/.f64 (.f64 (.f64 (.f64 x x) z) x) y) #s(literal -1/3 binary64))
(* -1 (* (pow x 3) (+ (* -1/3 (/ (* (pow t 3) z) (* (pow x 3) y))) (* 1/3 (/ z y)))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 y x) (.f64 x x))) #s(literal -1/3 binary64) (.f64 (/.f64 z y) #s(literal 1/3 binary64))))
(* -1 (* (pow x 3) (+ (* -1/3 (/ (* (pow t 3) z) (* (pow x 3) y))) (* 1/3 (/ z y)))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 y x) (.f64 x x))) #s(literal -1/3 binary64) (.f64 (/.f64 z y) #s(literal 1/3 binary64))))
(* -1 (* (pow x 3) (+ (* -1/3 (/ (* (pow t 3) z) (* (pow x 3) y))) (* 1/3 (/ z y)))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 y x) (.f64 x x))) #s(literal -1/3 binary64) (.f64 (/.f64 z y) #s(literal 1/3 binary64))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ x (pow y 3))
(/.f64 x (.f64 (.f64 y y) y))
(/ x (pow y 3))
(/.f64 x (.f64 (.f64 y y) y))
(/ x (pow y 3))
(/.f64 x (.f64 (.f64 y y) y))
(/ x (pow y 3))
(/.f64 x (.f64 (.f64 y y) y))
(/ (pow x 2) (pow y 3))
(/.f64 (.f64 x x) (.f64 (*.f64 y y) y))
(/ (pow x 2) (pow y 3))
(/.f64 (.f64 x x) (.f64 (*.f64 y y) y))
(/ (pow x 2) (pow y 3))
(/.f64 (.f64 x x) (.f64 (*.f64 y y) y))
(/ (pow x 2) (pow y 3))
(/.f64 (.f64 x x) (.f64 (*.f64 y y) y))

rewrite251.0ms (2.3%)

Memory

-40.1MiB live, 415.6MiB allocated

Rules

4 184×	`lower-*.f32`
4 152×	`lower-*.f64`
3 812×	`lower-/.f32`
3 806×	`lower-fma.f32`
3 802×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	59	446
0	104	401
1	410	389
2	3378	389
0	8667	375

Stop Event

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

Counts

25 → 730

Calls

Call 1

Inputs
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 t y))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
(fma.f64 (-.f64 t x) z x)
(-.f64 t x)
(-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (.f64 x x) x)))
(/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)
(fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y)))
(neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(*.f64 y z)
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))))
(tanh.f64 (/.f64 x y))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y))))
(.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))
#s(approx (tanh (/ t y)) (/.f64 t y))
#s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y)))
(/.f64 x (.f64 (.f64 y y) y))
(.f64 x (/.f64 x (.f64 (*.f64 y y) y)))

Outputs
(.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(.f64 (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x))))
(.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (.f64 x x))))
(.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))))
(pow.f64 (/.f64 (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (-.f64 (.f64 x x) (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (.f64 x x)) (fma.f64 (.f64 x x) x (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (fma.f64 (.f64 x x) x (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (neg.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x)))) (neg.f64 (neg.f64 (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (*.f64 x x)))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (*.f64 x x))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x)) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (-.f64 (.f64 x x) (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (.f64 x x)) (fma.f64 (.f64 x x) x (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (fma.f64 (.f64 x x) x (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))))))
(/.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (*.f64 x x)))
(/.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (-.f64 (.f64 x x) (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x)) (.f64 x x)) (fma.f64 (.f64 x x) x (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (fma.f64 (.f64 x x) x (pow.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))))
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(fma.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(fma.f64 z (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(-.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(-.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (fma.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x))) (/.f64 (.f64 x x) (fma.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x))))
(+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(+.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
(*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))) y)) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) y)) (neg.f64 (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))))) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
(/.f64 (neg.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))))) (neg.f64 (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
(/.f64 (*.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))) y) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))
(/.f64 (*.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) y) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))))
(/.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))
(/.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))))
(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
(fma.f64 y (tanh.f64 (/.f64 t y)) (*.f64 y (neg.f64 (tanh.f64 (/.f64 x y)))))
(+.f64 (.f64 (tanh.f64 (/.f64 t y)) y) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
(+.f64 (.f64 y (tanh.f64 (/.f64 t y))) (.f64 y (neg.f64 (tanh.f64 (/.f64 x y)))))
(*.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
(*.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
(pow.f64 (/.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))) (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))))))
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(fma.f64 (.f64 (.f64 (.f64 x x) x) #s(literal -1/2 binary64)) (/.f64 z y) (.f64 (fma.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y)))
(fma.f64 #s(literal 0 binary64) z (.f64 (/.f64 z y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))))))
(fma.f64 (/.f64 z y) (.f64 (.f64 (.f64 x x) x) #s(literal -1/2 binary64)) (.f64 (/.f64 z y) (fma.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))))
(fma.f64 (/.f64 z y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t)))) #s(literal 0 binary64))
(fma.f64 (/.f64 z y) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))) (.f64 (/.f64 z y) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x))))
(fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (*.f64 t t) t)))) (/.f64 z y) #s(literal 0 binary64))
(fma.f64 (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))) (/.f64 z y) (.f64 (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)) (/.f64 z y)))
(fma.f64 z (.f64 (/.f64 #s(literal 1 binary64) y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))))) #s(literal 0 binary64))
(-.f64 (/.f64 #s(literal 0 binary64) (neg.f64 (.f64 (/.f64 z y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))))))) (neg.f64 (.f64 (/.f64 z y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))))))
(+.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal -1/2 binary64)) (/.f64 z y)) (.f64 (fma.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t) (.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x))) (/.f64 z y)))
(+.f64 (.f64 (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))) (/.f64 z y)) (.f64 (.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x)) (/.f64 z y)))
(+.f64 (.f64 (/.f64 z y) (.f64 (.f64 (.f64 x x) x) #s(literal -1/2 binary64))) (.f64 (/.f64 z y) (fma.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t) (.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x)))))
(+.f64 (.f64 (/.f64 z y) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 (/.f64 z y) (.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x))))
(+.f64 #s(literal 0 binary64) (.f64 (/.f64 z y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))))))
(+.f64 (.f64 (/.f64 z y) (fma.f64 #s(literal 1/6 binary64) (.f64 (.f64 x x) x) (fma.f64 (.f64 (.f64 x x) #s(literal -1/2 binary64)) x (.f64 #s(literal 1/3 binary64) (.f64 (.f64 t t) t))))) #s(literal 0 binary64))
#s(approx (tanh (/ t y)) (/.f64 t y))
#s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))
(.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 x y))
(.f64 (/.f64 x (.f64 y y)) (/.f64 #s(literal 1 binary64) y))
(.f64 (/.f64 #s(literal 1 binary64) (.f64 (*.f64 y y) y)) (pow.f64 (/.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))
(.f64 (/.f64 #s(literal 1 binary64) (.f64 (*.f64 y y) y)) x)
(.f64 (/.f64 #s(literal 1 binary64) y) (/.f64 x (.f64 y y)))
(.f64 (neg.f64 x) (/.f64 #s(literal 1 binary64) (.f64 (neg.f64 y) (*.f64 y y))))
(.f64 #s(literal 1 binary64) (/.f64 x (.f64 (*.f64 y y) y)))
(.f64 x (/.f64 #s(literal 1 binary64) (.f64 (*.f64 y y) y)))
(pow.f64 (/.f64 y (/.f64 x (*.f64 y y))) #s(literal -1 binary64))
(pow.f64 (/.f64 (/.f64 (.f64 (.f64 y y) y) x) #s(literal 1 binary64)) #s(literal -1 binary64))
(pow.f64 (/.f64 (.f64 (.f64 y y) y) x) #s(literal -1 binary64))
(/.f64 (neg.f64 (neg.f64 (/.f64 x (*.f64 y y)))) (neg.f64 (neg.f64 y)))
(/.f64 (neg.f64 (neg.f64 (neg.f64 x))) (neg.f64 (neg.f64 (.f64 (neg.f64 y) (.f64 y y)))))
(/.f64 (neg.f64 (.f64 x #s(literal 1 binary64))) (.f64 (neg.f64 y) (*.f64 y y)))
(/.f64 (neg.f64 (/.f64 x (*.f64 y y))) (neg.f64 y))
(/.f64 (neg.f64 (neg.f64 x)) (neg.f64 (.f64 (neg.f64 y) (.f64 y y))))
(/.f64 (.f64 x #s(literal 1 binary64)) (.f64 (*.f64 y y) y))
(/.f64 (/.f64 x (*.f64 y y)) y)
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 y (/.f64 x (*.f64 y y)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (/.f64 (.f64 (.f64 y y) y) x) #s(literal 1 binary64))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (.f64 (.f64 y y) y) x)))
(/.f64 (neg.f64 x) (.f64 (neg.f64 y) (.f64 y y)))
(/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (/.f64 (.f64 (.f64 y y) y) x))))
(/.f64 #s(literal 1 binary64) (/.f64 y (/.f64 x (*.f64 y y))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 (.f64 (.f64 y y) y) x) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 (.f64 y y) y) x))
(/.f64 (/.f64 (neg.f64 x) y) (neg.f64 (*.f64 y y)))
(/.f64 (/.f64 x y) (*.f64 y y))
(/.f64 x (.f64 (.f64 y y) y))
(neg.f64 (/.f64 (neg.f64 x) (.f64 (.f64 y y) y)))
(neg.f64 (/.f64 x (.f64 (neg.f64 y) (.f64 y y))))
(exp.f64 (.f64 (log.f64 (/.f64 (.f64 (*.f64 y y) y) x)) #s(literal -1 binary64)))
(.f64 (/.f64 x (.f64 y y)) (/.f64 x y))
(.f64 (/.f64 x (.f64 (*.f64 y y) y)) x)
(.f64 (.f64 x x) (/.f64 #s(literal 1 binary64) (.f64 (.f64 y y) y)))
(.f64 (/.f64 x y) (/.f64 x (.f64 y y)))
(.f64 x (/.f64 x (.f64 (*.f64 y y) y)))
(pow.f64 (/.f64 (.f64 (.f64 y y) y) (*.f64 x x)) #s(literal -1 binary64))
(/.f64 (neg.f64 (/.f64 (.f64 x x) y)) (neg.f64 (.f64 y y)))
(/.f64 (neg.f64 (.f64 (/.f64 x (.f64 y y)) x)) (neg.f64 y))
(/.f64 (neg.f64 (.f64 x (/.f64 x (.f64 y y)))) (neg.f64 y))
(/.f64 (neg.f64 (neg.f64 (.f64 x x))) (neg.f64 (.f64 (neg.f64 y) (*.f64 y y))))
(/.f64 (neg.f64 (.f64 (neg.f64 x) x)) (neg.f64 (.f64 (neg.f64 y) (*.f64 y y))))
(/.f64 (neg.f64 (.f64 #s(literal 1 binary64) x)) (neg.f64 (/.f64 (.f64 (*.f64 y y) y) x)))
(/.f64 (neg.f64 (.f64 x (neg.f64 x))) (neg.f64 (.f64 (neg.f64 y) (*.f64 y y))))
(/.f64 (neg.f64 (.f64 x #s(literal 1 binary64))) (neg.f64 (/.f64 (.f64 (*.f64 y y) y) x)))
(/.f64 (/.f64 (.f64 x x) y) (.f64 y y))
(/.f64 (.f64 (/.f64 x (.f64 y y)) x) y)
(/.f64 (.f64 x (/.f64 x (.f64 y y))) y)
(/.f64 (neg.f64 (/.f64 (.f64 x x) (.f64 y y))) (neg.f64 y))
(/.f64 (neg.f64 (.f64 x x)) (.f64 (neg.f64 y) (*.f64 y y)))
(/.f64 (.f64 (neg.f64 x) x) (.f64 (neg.f64 y) (*.f64 y y)))
(/.f64 (.f64 #s(literal 1 binary64) x) (/.f64 (.f64 (*.f64 y y) y) x))
(/.f64 (.f64 x (neg.f64 x)) (.f64 (neg.f64 y) (*.f64 y y)))
(/.f64 (.f64 x #s(literal 1 binary64)) (/.f64 (.f64 (*.f64 y y) y) x))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (.f64 (.f64 y y) y) (*.f64 x x))))
(/.f64 (/.f64 (.f64 x x) (.f64 y y)) y)
(/.f64 (neg.f64 x) (neg.f64 (/.f64 (.f64 (.f64 y y) y) x)))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 (.f64 y y) y) (*.f64 x x)))
(/.f64 (.f64 x x) (.f64 (*.f64 y y) y))
(/.f64 x (/.f64 (.f64 (.f64 y y) y) x))
(exp.f64 (-.f64 (.f64 (log.f64 x) #s(literal 2 binary64)) (.f64 (log.f64 y) #s(literal 3 binary64))))

eval259.0ms (2.3%)

Memory: 50.5MiB live, 422.4MiB allocated
Compiler: Compiled 82 693 to 4 656 computations (94.4% saved)

prune247.0ms (2.2%)

Memory

0.0MiB live, 448.4MiB allocated

Pruning

25 alts after pruning (23 fresh and 2 done)

	Pruned	Kept	Total
New	1 770	21	1 791
Fresh	3	2	5
Picked	3	2	5
Done	0	0	0
Total	1 776	25	1 801

Accuracy

100.0%

Counts

1 801 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
	64.6%	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
✓	98.5%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
	68.3%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
	48.7%	(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (*.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))) z) y x)
▶	50.2%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
	59.3%	(+.f64 x (fma.f64 (.f64 z y) #s(approx (tanh (/ t y)) (/.f64 t y)) (.f64 (*.f64 z y) (neg.f64 (tanh.f64 (/.f64 x y))))))
	41.8%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (/.f64 (/.f64 (.f64 x x) (*.f64 y y)) y) (/.f64 x y))))))
	63.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
	45.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
▶	21.5%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
	22.0%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
▶	15.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
	27.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
	41.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
✓	60.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	41.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
	30.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
	30.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
	57.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
	49.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
	48.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
	46.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
▶	18.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 959 to 499 computations (48% saved)

simplify163.0ms (1.5%)

Memory

-22.2MiB live, 132.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))
cost-diff	0	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))))
cost-diff	0	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
cost-diff	320	(.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 t t))) t)
cost-diff	0	(.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))
cost-diff	0	#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))
cost-diff	0	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))))
cost-diff	0	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
cost-diff	0	(/.f64 (-.f64 t x) y)
cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
cost-diff	0	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y)
cost-diff	0	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
cost-diff	0	(*.f64 t z)
cost-diff	0	#s(approx (+ (* (- t x) z) x) (*.f64 t z))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
cost-diff	0	(/.f64 t y)
cost-diff	0	(tanh.f64 (/.f64 t y))
cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
cost-diff	320	(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))

Rules

6 004×	`lower-fma.f32`
5 996×	`lower-fma.f64`
5 570×	`lower-*.f32`
5 548×	`lower-*.f64`
1 646×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	72	674
0	102	658
1	227	579
2	569	543
3	1698	543
4	5486	542
0	8552	527

Stop Event

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

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
y
(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)
(neg.f64 (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 x y))
(/.f64 x y)
x
z
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ (* (- t x) z) x) (*.f64 t z))
(*.f64 t z)
t
z
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y)
#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
(/.f64 (-.f64 t x) y)
(-.f64 t x)
t
x
y
z
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))
(.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))
(.f64 (.f64 #s(literal 1/3 binary64) x) (*.f64 x x))
(*.f64 #s(literal 1/3 binary64) x)
#s(literal 1/3 binary64)
(*.f64 x x)
(/.f64 z (*.f64 y y))
z
(*.f64 y y)
y
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))
(.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))
(.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 t t))) t)
(fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t)))
(/.f64 z (*.f64 y y))
z
(*.f64 y y)
y
#s(literal -1/3 binary64)
(/.f64 z (*.f64 t t))
(*.f64 t t)
t

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
y
(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)
(*.f64 (neg.f64 y) (tanh.f64 (/.f64 x y)))
(neg.f64 (tanh.f64 (/.f64 x y)))
(tanh.f64 (/.f64 x y))
(/.f64 x y)
x
z
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
#s(approx (+ (* (- t x) z) x) (*.f64 t z))
#s(approx (+ (* (- t x) z) x) (*.f64 z t))
(*.f64 t z)
(*.f64 z t)
t
z
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (*.f64 z y) x)
(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y)
#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
(/.f64 (-.f64 t x) y)
(-.f64 t x)
t
x
y
z
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 z x) x) #s(literal 1/3 binary64)) (/.f64 x (*.f64 y y))))) x)
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 z x) x) #s(literal 1/3 binary64)) (/.f64 x (*.f64 y y)))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 z x) x) #s(literal 1/3 binary64)) (/.f64 x (*.f64 y y))))
(.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))
(.f64 (.f64 (.f64 (.f64 z x) x) #s(literal 1/3 binary64)) (/.f64 x (*.f64 y y)))
(.f64 (.f64 #s(literal 1/3 binary64) x) (*.f64 x x))
(.f64 (.f64 (*.f64 x x) x) #s(literal 1/3 binary64))
(*.f64 #s(literal 1/3 binary64) x)
#s(literal 1/3 binary64)
(*.f64 x x)
(/.f64 z (*.f64 y y))
z
(*.f64 y y)
y
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (fma.f64 (.f64 (/.f64 z (.f64 y y)) t) #s(literal -1/3 binary64) (/.f64 z t)) (.f64 t t)))) x)
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (fma.f64 (.f64 (/.f64 z (.f64 y y)) t) #s(literal -1/3 binary64) (/.f64 z t)) (.f64 t t))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (fma.f64 (.f64 (/.f64 z (.f64 y y)) t) #s(literal -1/3 binary64) (/.f64 z t)) (.f64 t t)))
(.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))
(.f64 (fma.f64 (.f64 (/.f64 z (.f64 y y)) t) #s(literal -1/3 binary64) (/.f64 z t)) (.f64 t t))
(.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 t t))) t)
(fma.f64 (.f64 (/.f64 z (.f64 y y)) t) #s(literal -1/3 binary64) (/.f64 z t))
(fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t)))
(fma.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 t t)))
(/.f64 z (*.f64 y y))
z
(*.f64 y y)
y
#s(literal -1/3 binary64)
(/.f64 z (*.f64 t t))
(*.f64 t t)
t

localize250.0ms (2.3%)

Memory

-29.9MiB live, 154.1MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	11.523237654242639	(.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 t t))) t)
accuracy	15.341339889379137	(.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))
accuracy	27.524505637011252	#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))
accuracy	42.10508731856283	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))))
accuracy	7.303034376246913	(/.f64 z (*.f64 y y))
accuracy	14.777744285444937	(.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))
accuracy	38.134334921528854	#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))
accuracy	42.10508731856283	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))))
accuracy	0.00390625	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
accuracy	0.01171875	(/.f64 (-.f64 t x) y)
accuracy	1.5694729874156887	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y)
accuracy	40.89895887476097	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
accuracy	0	(*.f64 t z)
accuracy	25.58060264491775	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
accuracy	36.01391505060336	#s(approx (+ (* (- t x) z) x) (*.f64 t z))
accuracy	0.0078125	(tanh.f64 (/.f64 t y))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	1.2876329410947556	(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
accuracy	6.423764522101811	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)

Samples

134.0ms	218×	0	valid
69.0ms	32×	2	valid
5.0ms	6×	1	valid

Compiler

Compiled 382 to 62 computations (83.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 128.0ms

ival-mult: 41.0ms (31.9% of total)

ival-sub: 33.0ms (25.7% of total)

ival-div: 14.0ms (10.9% of total)

ival-add: 11.0ms (8.6% of total)

const: 10.0ms (7.8% of total)

ival-neg: 8.0ms (6.2% of total)

adjust: 6.0ms (4.7% of total)

ival-tanh: 3.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

series290.0ms (2.6%)

Memory

32.9MiB live, 227.3MiB allocated

Counts

23 → 864

Calls

Call 1

Inputs
#s(alt (fma.f64 (tanh.f64 (/.f64 t y)) y (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) (patch (fma.f64 (tanh.f64 (/.f64 t y)) y (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) #<representation binary64>) () ())
#s(alt (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x) (patch (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x) #<representation binary64>) () ())
#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())
#s(alt (/.f64 t y) (patch (/.f64 t y) #<representation binary64>) () ())
#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (patch #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z))) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- t x) z) x) (.f64 t z)) (patch #s(approx (+ ( (- t x) z) x) (*.f64 t z)) #<representation binary64>) () ())
#s(alt (.f64 t z) (patch (.f64 t z) #<representation binary64>) () ())
#s(alt (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x) (patch (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x) #<representation binary64>) () ())
#s(alt (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) (patch (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) #<representation binary64>) () ())
#s(alt #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (patch #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) #<representation binary64>) () ())
#s(alt (/.f64 (-.f64 t x) y) (patch (/.f64 (-.f64 t x) y) #<representation binary64>) () ())
#s(alt (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (.f64 y y)))))) (patch (+.f64 x #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))))) #<representation binary64>) () ())
#s(alt #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (.f64 y y))))) (patch #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))) #<representation binary64>) () ())
#s(alt #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (.f64 y y)))) (patch #s(approx (neg (+ ( (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))) #<representation binary64>) () ())
#s(alt (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (.f64 y y))) (patch (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (.f64 y y))) #<representation binary64>) () ())
#s(alt (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (patch (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) #<representation binary64>) () ())
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#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
36.0ms	z	@	-inf	((+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (* (* 1/3 x) (* x x)) (/ z (* y y))) (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (neg (tanh (/ x y))) y) (tanh (/ x y)) (/ z (* y y)) (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)))
32.0ms	y	@	-inf	((+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (* (* 1/3 x) (* x x)) (/ z (* y y))) (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (neg (tanh (/ x y))) y) (tanh (/ x y)) (/ z (* y y)) (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)))
16.0ms	x	@	-inf	((+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (* (* 1/3 x) (* x x)) (/ z (* y y))) (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (neg (tanh (/ x y))) y) (tanh (/ x y)) (/ z (* y y)) (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)))
8.0ms	t	@	inf	((+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (* (* 1/3 x) (* x x)) (/ z (* y y))) (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (neg (tanh (/ x y))) y) (tanh (/ x y)) (/ z (* y y)) (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)))
7.0ms	z	@	0	((+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (* (* 1/3 x) (* x x)) (/ z (* y y))) (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (* (neg (tanh (/ x y))) y) (tanh (/ x y)) (/ z (* y y)) (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)))

simplify445.0ms (4%)

Memory

-7.3MiB live, 506.5MiB allocated

Algorithm

1×	egg-herbie

Rules

13 136×	`lower-fma.f64`
13 136×	`lower-fma.f32`
6 934×	`lower-+.f64`
6 934×	`lower-+.f32`
4 710×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	914	34950
1	3051	30466
0	9025	29682

Stop Event

1×	iter limit
1×	node limit

Counts

864 → 843

Calls

Call 1

Inputs
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(+ t (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))))
(+ x (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t z)))
(+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))))
(+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4)))))))))
(/ t y)
(* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(/ t y)
(/ t y)
(/ t y)
(/ t y)
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* -1 (* x z)))
(+ x (+ (* -1 (* x z)) (* t z)))
(+ x (+ (* -1 (* x z)) (* t z)))
(+ x (+ (* -1 (* x z)) (* t z)))
(* t z)
(* t z)
(* t z)
(* t z)
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(+ t (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))) (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))) (* y (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ t y)) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(* -1 (/ x y))
(+ (* -1 (/ x y)) (/ t y))
(+ (* -1 (/ x y)) (/ t y))
(+ (* -1 (/ x y)) (/ t y))
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(* -1 (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
(- (* t z) (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
(- (* t (- (* -1/3 (/ (* (pow t 2) z) (pow y 2))) (* -1 z))) (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
(- (* t (- (* -1/3 (/ (* (pow t 2) z) (pow y 2))) (* -1 z))) (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
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(/ (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))) t)
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(* -1 (+ (* x z) (/ (* z (- (* -1/2 (pow x 3)) (* -1/6 (pow x 3)))) (pow y 2))))
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(* t z)
(* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))
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(* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(+ x (* z (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ x (* z (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ x (* z (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ x (* z (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(/ (- (exp (/ t y)) (/ 1 (exp (/ t y)))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(/ (- (exp (/ t y)) (/ 1 (exp (/ t y)))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(/ (- (exp (/ t y)) (/ 1 (exp (/ t y)))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(/ (- (exp (/ t y)) (/ 1 (exp (/ t y)))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(/ t y)
(/ t y)
(/ t y)
(/ t y)
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(* t z)
(* t (+ z (+ (* -1 (/ (* x z) t)) (/ x t))))
(* t (+ z (+ (* -1 (/ (* x z) t)) (/ x t))))
(* t (+ z (+ (* -1 (/ (* x z) t)) (/ x t))))
(* t z)
(* t z)
(* t z)
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Outputs
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(fma.f64 (/.f64 (.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) (neg.f64 x)) (neg.f64 x) x)
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))))
(* 1/3 (/ (* (pow x 3) z) (pow y 2)))
(.f64 (.f64 (.f64 (.f64 x x) x) (/.f64 z (*.f64 y y))) #s(literal 1/3 binary64))
(* -1 (* (pow x 3) (- (/ z (pow x 2)) (* 1/3 (/ z (pow y 2))))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 x x))))
(* -1 (* (pow x 3) (- (+ (* -1 (/ (* t z) (pow x 3))) (* 1/3 (/ (* (pow t 3) z) (* (pow x 3) (pow y 2))))) (+ (* -1 (/ z (pow x 2))) (* 1/3 (/ z (pow y 2)))))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 (.f64 x x) x) (.f64 y y))) #s(literal 1/3 binary64) (fma.f64 (neg.f64 t) (/.f64 z (.f64 (.f64 x x) x)) (neg.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 z (.f64 (neg.f64 x) x)))))))
(* -1 (* (pow x 3) (- (+ (* -1 (/ (* t z) (pow x 3))) (* 1/3 (/ (* (pow t 3) z) (* (pow x 3) (pow y 2))))) (+ (* -1 (/ z (pow x 2))) (* 1/3 (/ z (pow y 2)))))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 (.f64 x x) x) (.f64 y y))) #s(literal 1/3 binary64) (fma.f64 (neg.f64 t) (/.f64 z (.f64 (.f64 x x) x)) (neg.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 z (.f64 (neg.f64 x) x)))))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))

rewrite265.0ms (2.4%)

Memory

19.0MiB live, 322.9MiB allocated

Rules

4 510×	`lower-*.f32`
4 488×	`lower-*.f64`
4 236×	`lower-/.f32`
4 226×	`lower-/.f64`
3 932×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	72	600
0	102	532
1	428	507
2	3736	507
0	9365	493

Stop Event

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

Counts

23 → 399

Calls

Call 1

Inputs
(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(tanh.f64 (/.f64 t y))
(/.f64 t y)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ (* (- t x) z) x) (*.f64 t z))
(*.f64 t z)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y)
#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
(/.f64 (-.f64 t x) y)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))
(.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y)))
(.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 t t))) t)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))
(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)
(tanh.f64 (/.f64 x y))
(/.f64 z (*.f64 y y))
(.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t))

Outputs
(.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (*.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)))))
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
(*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(pow.f64 (/.f64 (.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (*.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (neg.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))))) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
(/.f64 (neg.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))))) (neg.f64 (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64))))))
(/.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))
(/.f64 (*.f64 y (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))))
(/.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64))) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)))) (neg.f64 (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (.f64 (.f64 (tanh.f64 (/.f64 t y)) y) (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64))) (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (*.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64))))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (.f64 (.f64 (tanh.f64 (/.f64 t y)) y) (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y))))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64))) (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64)) (pow.f64 (*.f64 (tanh.f64 (/.f64 x y)) y) #s(literal 2 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) (.f64 (tanh.f64 (/.f64 t y)) y)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) y) #s(literal 3 binary64)))))
(fma.f64 (.f64 y #s(literal -1 binary64)) (tanh.f64 (/.f64 x y)) (.f64 (tanh.f64 (/.f64 t y)) y))
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(.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 t t))) t) (*.f64 t t))
(.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 t t))) (.f64 (*.f64 t t) t))
(.f64 (.f64 t t) (.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (*.f64 t t))) t))
(.f64 (.f64 (.f64 t t) t) (fma.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (*.f64 t t))))
(.f64 t (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (*.f64 t t))) t) t))
(/.f64 (neg.f64 (.f64 (-.f64 (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) z) (.f64 #s(literal -1/3 binary64) z)) (.f64 (.f64 y y) (.f64 y y))) (/.f64 (.f64 z z) (.f64 (.f64 t t) (.f64 t t)))) (.f64 (.f64 t t) t))) (neg.f64 (-.f64 (.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y))) (/.f64 z (.f64 t t)))))
(/.f64 (neg.f64 (.f64 (fma.f64 #s(literal -1/27 binary64) (/.f64 (.f64 (.f64 z z) z) (.f64 (.f64 (.f64 y y) y) (.f64 (.f64 y y) y))) (/.f64 (.f64 (.f64 z z) z) (.f64 (.f64 (.f64 t t) t) (.f64 (.f64 t t) t)))) (.f64 (.f64 t t) t))) (neg.f64 (fma.f64 (/.f64 z (.f64 t t)) (-.f64 (/.f64 z (.f64 t t)) (.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)))) (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) z) (.f64 #s(literal -1/3 binary64) z)) (.f64 (.f64 y y) (*.f64 y y))))))
(/.f64 (.f64 (-.f64 (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) z) (.f64 #s(literal -1/3 binary64) z)) (.f64 (.f64 y y) (.f64 y y))) (/.f64 (.f64 z z) (.f64 (.f64 t t) (.f64 t t)))) (.f64 (.f64 t t) t)) (-.f64 (.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y))) (/.f64 z (.f64 t t))))
(/.f64 (.f64 (fma.f64 #s(literal -1/27 binary64) (/.f64 (.f64 (.f64 z z) z) (.f64 (.f64 (.f64 y y) y) (.f64 (.f64 y y) y))) (/.f64 (.f64 (.f64 z z) z) (.f64 (.f64 (.f64 t t) t) (.f64 (.f64 t t) t)))) (.f64 (.f64 t t) t)) (fma.f64 (/.f64 z (.f64 t t)) (-.f64 (/.f64 z (.f64 t t)) (.f64 #s(literal -1/3 binary64) (/.f64 z (.f64 y y)))) (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) z) (.f64 #s(literal -1/3 binary64) z)) (.f64 (.f64 y y) (*.f64 y y)))))

eval222.0ms (2%)

Memory: 7.5MiB live, 408.2MiB allocated
Compiler: Compiled 49 217 to 2 380 computations (95.2% saved)

prune208.0ms (1.9%)

Memory

10.4MiB live, 489.2MiB allocated

Pruning

27 alts after pruning (22 fresh and 5 done)

	Pruned	Kept	Total
New	1 284	14	1 298
Fresh	10	8	18
Picked	2	3	5
Done	0	2	2
Total	1 296	27	1 323

Accuracy

100.0%

Counts

1 323 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
	47.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (.f64 (fma.f64 (/.f64 (.f64 x x) (*.f64 y y)) #s(literal 1/3 binary64) #s(literal -1 binary64)) x))) z x)
▶	76.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
	68.7%	(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
▶	64.6%	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
✓	98.5%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
	48.7%	(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (*.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))) z) y x)
	25.3%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
	25.2%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
	49.7%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
	50.1%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
▶	41.6%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
	58.3%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
	46.6%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
	45.9%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	59.3%	(+.f64 x (fma.f64 (.f64 z y) #s(approx (tanh (/ t y)) (/.f64 t y)) (.f64 (*.f64 z y) (neg.f64 (tanh.f64 (/.f64 x y))))))
	63.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
▶	21.7%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
✓	15.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
	49.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
	61.4%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
	27.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
✓	60.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	30.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
	49.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
▶	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
✓	18.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 931 to 494 computations (46.9% saved)

simplify143.0ms (1.3%)

Memory

-14.9MiB live, 208.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 t y)
cost-diff	0	#s(approx (tanh (/ t y)) (/.f64 t y))
cost-diff	0	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
cost-diff	0	#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))
cost-diff	0	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))
cost-diff	0	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
cost-diff	384	(/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)
cost-diff	0	#s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))
cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))
cost-diff	0	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y)
cost-diff	0	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
cost-diff	0	(-.f64 t x)
cost-diff	0	(*.f64 (-.f64 t x) z)
cost-diff	0	#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
cost-diff	0	(/.f64 t y)
cost-diff	0	(tanh.f64 (/.f64 t y))
cost-diff	0	(fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))
cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)

Rules

9 374×	`lower-fma.f32`
9 366×	`lower-fma.f64`
5 604×	`lower-*.f32`
5 590×	`lower-*.f64`
2 146×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	71	500
0	99	494
1	216	448
2	545	430
3	1695	430
4	5842	430
0	8293	421

Stop Event

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

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
y
#s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))
(neg.f64 x)
x
z
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
(*.f64 (-.f64 t x) z)
(-.f64 t x)
t
x
z
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y)
#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))
#s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))
(/.f64 (neg.f64 x) y)
(neg.f64 x)
x
y
z
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))
(/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)
(/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y)
(.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z)
(.f64 (.f64 (*.f64 x x) x) #s(literal 1/3 binary64))
(.f64 (.f64 x x) x)
(*.f64 x x)
#s(literal 1/3 binary64)
z
y
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
#s(approx (tanh (/ t y)) (/.f64 t y))
(/.f64 t y)
t
y
(tanh.f64 (/.f64 x y))
(/.f64 x y)
x
(*.f64 z y)
z

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) x)
(fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
t
y
#s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))
(neg.f64 x)
x
z
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
(*.f64 (-.f64 t x) z)
(-.f64 t x)
t
x
z
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) x)
(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y)
#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))
#s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))
(/.f64 (neg.f64 x) y)
(neg.f64 x)
x
y
z
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (/.f64 #s(literal 1/3 binary64) (.f64 y y)) (.f64 (.f64 (*.f64 z x) x) x)))) x)
x
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (/.f64 #s(literal 1/3 binary64) (.f64 y y)) (.f64 (.f64 (*.f64 z x) x) x))))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (/.f64 #s(literal 1/3 binary64) (.f64 y y)) (.f64 (.f64 (*.f64 z x) x) x)))
(/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)
(.f64 (/.f64 #s(literal 1/3 binary64) (.f64 y y)) (.f64 (.f64 (*.f64 z x) x) x))
(/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y)
(.f64 (.f64 (/.f64 (.f64 (.f64 x x) x) y) z) #s(literal 1/3 binary64))
(.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z)
(.f64 (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) x) z) x)
(.f64 (.f64 (*.f64 x x) x) #s(literal 1/3 binary64))
(.f64 (.f64 x x) x)
(*.f64 x x)
#s(literal 1/3 binary64)
z
y
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
#s(approx (tanh (/ t y)) (/.f64 t y))
(/.f64 t y)
t
y
(tanh.f64 (/.f64 x y))
(/.f64 x y)
x
(*.f64 z y)
z

localize225.0ms (2%)

Memory

22.7MiB live, 324.0MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	3.8020094559081072	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
accuracy	31.215617094863354	#s(approx (tanh (/ t y)) (/.f64 t y))
accuracy	4.709633440898166	(/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)
accuracy	5.587168371816725	(.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z)
accuracy	38.134334921528854	#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))
accuracy	42.10508731856283	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))
accuracy	0.00390625	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
accuracy	1.5694729874156887	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y)
accuracy	30.574023146163913	#s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))
accuracy	40.89895887476097	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))
accuracy	0	(-.f64 t x)
accuracy	0	(*.f64 (-.f64 t x) z)
accuracy	22.101936977866682	#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
accuracy	25.58060264491775	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
accuracy	0.00390625	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
accuracy	0.0078125	(tanh.f64 (/.f64 t y))
accuracy	1.2876329410947556	(fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))
accuracy	30.030302755578145	#s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))

Samples

151.0ms	218×	0	valid
32.0ms	32×	2	valid
4.0ms	6×	1	valid

Compiler

Compiled 302 to 59 computations (80.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 162.0ms

ival-mult: 85.0ms (52.4% of total)

ival-div: 41.0ms (25.3% of total)

ival-add: 12.0ms (7.4% of total)

const: 7.0ms (4.3% of total)

adjust: 6.0ms (3.7% of total)

ival-neg: 5.0ms (3.1% of total)

ival-sub: 4.0ms (2.5% of total)

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

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

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

exact: 0.0ms (0% of total)

series170.0ms (1.5%)

Memory

-32.0MiB live, 193.6MiB allocated

Counts

22 → 792

Calls

Call 1

Inputs
#s(alt (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (patch (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) #<representation binary64>) () ())
#s(alt (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (patch (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) #<representation binary64>) () ())
#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())
#s(alt (/.f64 t y) (patch (/.f64 t y) #<representation binary64>) () ())
#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (patch #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z)) (patch #s(approx (+ ( (- t x) z) x) (*.f64 (-.f64 t x) z)) #<representation binary64>) () ())
#s(alt (.f64 (-.f64 t x) z) (patch (.f64 (-.f64 t x) z) #<representation binary64>) () ())
#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())
#s(alt (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x) (patch (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x) #<representation binary64>) () ())
#s(alt (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) (patch (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) #<representation binary64>) () ())
#s(alt #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (patch #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) #<representation binary64>) () ())
#s(alt #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)) (patch #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)) #<representation binary64>) () ())
#s(alt (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y) (patch (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y) #<representation binary64>) () ())
#s(alt (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))) (patch (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))) #<representation binary64>) () ())
#s(alt #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))) (patch #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))) #<representation binary64>) () ())
#s(alt #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)) (patch #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) x) (patch (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) x) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (patch (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) #<representation binary64>) () ())
#s(alt #s(approx (tanh (/ t y)) (/.f64 t y)) (patch #s(approx (tanh (/ t y)) (/.f64 t y)) #<representation binary64>) () ())
#s(alt #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)) (patch #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)) #<representation binary64>) () ())
#s(alt (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) (patch (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) #<representation binary64>) () ())
#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())

Outputs
#s(alt (+ x (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor 0 t) (#s(alt (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (patch (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t z))) (taylor 0 t) (#s(alt (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (patch (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))))) (taylor 0 t) (#s(alt (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (patch (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))))) (taylor 0 t) (#s(alt (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (patch (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (taylor 0 t) (#s(alt (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (patch (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt (+ t (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (taylor 0 t) (#s(alt (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (patch (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2)))))) (taylor 0 t) (#s(alt (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (patch (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2)))))))) (taylor 0 t) (#s(alt (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (patch (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 t) (#s(alt (tanh.f64 (/.f64 t y)) (patch (tanh.f64 (/.f64 t y)) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (/.f64 t y) (patch (/.f64 t y) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (/.f64 t y) (patch (/.f64 t y) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (/.f64 t y) (patch (/.f64 t y) #<representation binary64>) () ())) ())
#s(alt (/ t y) (taylor 0 t) (#s(alt (/.f64 t y) (patch (/.f64 t y) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (patch #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (patch #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (patch #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (patch #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))) #<representation binary64>) () ())) ())
#s(alt (+ x (* -1 (* x z))) (taylor 0 t) (#s(alt #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z)) (patch #s(approx (+ ( (- t x) z) x) (*.f64 (-.f64 t x) z)) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (* x z)) (* t z))) (taylor 0 t) (#s(alt #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z)) (patch #s(approx (+ ( (- t x) z) x) (*.f64 (-.f64 t x) z)) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (* x z)) (* t z))) (taylor 0 t) (#s(alt #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z)) (patch #s(approx (+ ( (- t x) z) x) (*.f64 (-.f64 t x) z)) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* -1 (* x z)) (* t z))) (taylor 0 t) (#s(alt #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z)) (patch #s(approx (+ ( (- t x) z) x) (*.f64 (-.f64 t x) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x z)) (taylor 0 t) (#s(alt (.f64 (-.f64 t x) z) (patch (.f64 (-.f64 t x) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (* x z)) (* t z)) (taylor 0 t) (#s(alt (.f64 (-.f64 t x) z) (patch (.f64 (-.f64 t x) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (* x z)) (* t z)) (taylor 0 t) (#s(alt (.f64 (-.f64 t x) z) (patch (.f64 (-.f64 t x) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (* x z)) (* t z)) (taylor 0 t) (#s(alt (.f64 (-.f64 t x) z) (patch (.f64 (-.f64 t x) z) #<representation binary64>) () ())) ())
#s(alt (* -1 x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- t x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- t x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (- t x) (taylor 0 t) (#s(alt (-.f64 t x) (patch (-.f64 t x) #<representation binary64>) () ())) ())
#s(alt (+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor 0 t) (#s(alt (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x) (patch (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x) #<representation binary64>) () ())) ())
#s(alt (+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))) (taylor 0 t) (#s(alt (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x) (patch (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x) #<representation binary64>) () ())) ())
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Calls

12 calls:

Time	Variable		Point	Expression
32.0ms	z	@	0	((+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (/ (/ (* (* (* (* x x) x) 1/3) z) y) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) y) (* (* (* (* x x) x) 1/3) z) (tanh (/ x y)))
6.0ms	z	@	-inf	((+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (/ (/ (* (* (* (* x x) x) 1/3) z) y) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) y) (* (* (* (* x x) x) 1/3) z) (tanh (/ x y)))
5.0ms	y	@	inf	((+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (/ (/ (* (* (* (* x x) x) 1/3) z) y) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) y) (* (* (* (* x x) x) 1/3) z) (tanh (/ x y)))
5.0ms	z	@	inf	((+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (/ (/ (* (* (* (* x x) x) 1/3) z) y) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) y) (* (* (* (* x x) x) 1/3) z) (tanh (/ x y)))
5.0ms	y	@	0	((+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x) (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x) (* (- (tanh (/ t y)) (tanh (/ x y))) y) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (/ (/ (* (* (* (* x x) x) 1/3) z) y) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) y) (* (* (* (* x x) x) 1/3) z) (tanh (/ x y)))

simplify303.0ms (2.7%)

Memory

15.3MiB live, 441.1MiB allocated

Algorithm

1×	egg-herbie

Rules

13 296×	`lower-fma.f64`
13 296×	`lower-fma.f32`
6 960×	`lower-+.f64`
6 960×	`lower-+.f32`
4 620×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	904	32674
1	3035	28340
0	9008	27619

Stop Event

1×	iter limit
1×	node limit

Counts

792 → 768

Calls

Call 1

Inputs
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(* t z)
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t
(* t (+ 1 (* -1 (/ x t))))
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(.f64 (.f64 (.f64 (.f64 x x) x) (/.f64 z (*.f64 y y))) #s(literal 1/3 binary64))
(* -1 (* (pow x 3) (- (/ z (pow x 2)) (* 1/3 (/ z (pow y 2))))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (*.f64 x x))))
(* -1 (* (pow x 3) (- (+ (* -1 (/ (* t z) (pow x 3))) (* 1/3 (/ (* (pow t 3) z) (* (pow x 3) (pow y 2))))) (+ (* -1 (/ z (pow x 2))) (* 1/3 (/ z (pow y 2)))))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 (.f64 x x) x) (.f64 y y))) #s(literal 1/3 binary64) (fma.f64 (neg.f64 t) (/.f64 z (.f64 (.f64 x x) x)) (neg.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x)))))))
(* -1 (* (pow x 3) (- (+ (* -1 (/ (* t z) (pow x 3))) (* 1/3 (/ (* (pow t 3) z) (* (pow x 3) (pow y 2))))) (+ (* -1 (/ z (pow x 2))) (* 1/3 (/ z (pow y 2)))))))
(.f64 (.f64 (.f64 (neg.f64 x) x) x) (fma.f64 (/.f64 (.f64 (.f64 (.f64 t t) t) z) (.f64 (.f64 (.f64 x x) x) (.f64 y y))) #s(literal 1/3 binary64) (fma.f64 (neg.f64 t) (/.f64 z (.f64 (.f64 x x) x)) (neg.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x)))))))
x
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(fma.f64 (/.f64 (.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) (neg.f64 x)) (neg.f64 x) x)
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(fma.f64 (/.f64 (.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) (neg.f64 x)) (neg.f64 x) x)
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) x)) 1)))
(fma.f64 (/.f64 (.f64 (.f64 y z) (-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))) (neg.f64 x)) (neg.f64 x) x)
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(-.f64 (-.f64 (+.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (exp.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 t y) (/.f64 t y))) #s(literal 1 binary64)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(*.f64 (neg.f64 y) (/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y)))))
(* 1/3 (* (pow x 3) z))
(.f64 (.f64 (.f64 (.f64 x x) x) z) #s(literal 1/3 binary64))
(* 1/3 (* (pow x 3) z))
(.f64 (.f64 (.f64 (.f64 x x) x) z) #s(literal 1/3 binary64))
(* 1/3 (* (pow x 3) z))
(.f64 (.f64 (.f64 (.f64 x x) x) z) #s(literal 1/3 binary64))
(* 1/3 (* (pow x 3) z))
(.f64 (.f64 (.f64 (.f64 x x) x) z) #s(literal 1/3 binary64))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 (neg.f64 x) y))) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))

rewrite250.0ms (2.3%)

Memory

38.6MiB live, 314.2MiB allocated

Rules

4 190×	`lower-*.f32`
4 176×	`lower-*.f64`
3 874×	`lower-/.f32`
3 864×	`lower-/.f64`
3 740×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	71	439
0	100	405
1	419	393
2	3482	393
0	8677	384

Stop Event

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

Counts

22 → 341

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))
(tanh.f64 (/.f64 t y))
(/.f64 t y)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
(*.f64 (-.f64 t x) z)
(-.f64 t x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y)
#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))
#s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))
(/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y)))
#s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
#s(approx (tanh (/ t y)) (/.f64 t y))
#s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))
(.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z)
(tanh.f64 (/.f64 x y))

Outputs
(.f64 (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (.f64 x x)) (/.f64 #s(literal 1 binary64) (fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) (neg.f64 x))))
(.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))))) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)))))
(pow.f64 (/.f64 (fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (neg.f64 x)) (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (*.f64 x x))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 x (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))))) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64))) (fma.f64 (.f64 x x) x (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (.f64 x x)))) (neg.f64 (neg.f64 (fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) (neg.f64 x)))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 x (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))))) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64))) (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) (neg.f64 x))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) (*.f64 z x))))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) x (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))))) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (.f64 x x)) (fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) (neg.f64 x)))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) (neg.f64 x)) (-.f64 (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64)) (*.f64 x x)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 x (-.f64 x (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))))) (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 2 binary64))) (fma.f64 (.f64 x x) x (pow.f64 (.f64 z (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x)))) #s(literal 3 binary64))))))
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(pow.f64 (/.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))))) #s(literal -1 binary64))
(pow.f64 (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) #s(literal -1 binary64))
(/.f64 (neg.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y)))))) (neg.f64 (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64)))))
(/.f64 (neg.f64 (neg.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))) (neg.f64 (neg.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))))))
(/.f64 (neg.f64 (neg.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))))) (neg.f64 (neg.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))))) (neg.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64))))
(/.f64 (neg.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) (neg.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))))
(/.f64 (neg.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) (neg.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y)))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))))))
(/.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y)))) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64)))
(/.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))))
(/.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))
(-.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (+.f64 (exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 1 binary64))))
(-.f64 (/.f64 (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))))))
(-.f64 (/.f64 (exp.f64 (/.f64 x y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (/.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))

eval177.0ms (1.6%)

Memory: 10.7MiB live, 272.6MiB allocated
Compiler: Compiled 42 938 to 1 883 computations (95.6% saved)

prune218.0ms (2%)

Memory

-28.7MiB live, 380.9MiB allocated

Pruning

32 alts after pruning (22 fresh and 10 done)

	Pruned	Kept	Total
New	1 144	9	1 153
Fresh	4	13	17
Picked	0	5	5
Done	0	5	5
Total	1 148	32	1 180

Accuracy

100.0%

Counts

1 180 → 32

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
	47.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (.f64 (fma.f64 (/.f64 (.f64 x x) (*.f64 y y)) #s(literal 1/3 binary64) #s(literal -1 binary64)) x))) z x)
✓	76.5%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
	68.7%	(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
✓	64.6%	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
✓	98.5%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
	48.7%	(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (*.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))) z) y x)
	25.3%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
	25.2%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
	49.7%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
	50.1%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
	41.6%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
✓	41.6%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
	58.3%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
	46.6%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
	45.9%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	41.6%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
	24.6%	(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
	25.3%	(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
	59.3%	(+.f64 x (fma.f64 (.f64 z y) #s(approx (tanh (/ t y)) (/.f64 t y)) (.f64 (*.f64 z y) (neg.f64 (tanh.f64 (/.f64 x y))))))
✓	21.7%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
✓	15.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
	49.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
	61.4%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
	25.2%	(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
✓	60.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	20.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
	49.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
	13.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
✓	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
	10.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
✓	18.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 1 650 to 550 computations (66.7% saved)

regimes164.0ms (1.5%)

Memory

10.7MiB live, 160.3MiB allocated

Counts

55 → 1

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(+.f64 x (fma.f64 (.f64 z y) #s(approx (tanh (/ t y)) (/.f64 t y)) (.f64 (*.f64 z y) (neg.f64 (tanh.f64 (/.f64 x y))))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (.f64 (fma.f64 (/.f64 (.f64 x x) (*.f64 y y)) #s(literal 1/3 binary64) #s(literal -1 binary64)) x))) z x)
(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (*.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (/.f64 (/.f64 (.f64 x x) (*.f64 y y)) y) (/.f64 x y))))))
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 z y) (-.f64 (/.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 (/.f64 x y) (/.f64 x y))) #s(literal 1 binary64))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 (neg.f64 x) y)) (exp.f64 (/.f64 x y))))) (fma.f64 (fma.f64 (.f64 (.f64 t t) #s(literal -1/3 binary64)) (/.f64 z (.f64 y y)) z) t x)))

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

Calls

5 calls:

76.0ms	z
29.0ms	x
21.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
19.0ms	y
16.0ms	t

Results

Accuracy	Segments	Branch
98.5%	1	`x`
98.5%	1	`y`
98.5%	1	`z`
98.5%	1	`t`
98.5%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes147.0ms (1.3%)

Memory

17.5MiB live, 138.0MiB allocated

Counts

53 → 1

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(+.f64 x (fma.f64 (.f64 z y) #s(approx (tanh (/ t y)) (/.f64 t y)) (.f64 (*.f64 z y) (neg.f64 (tanh.f64 (/.f64 x y))))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (.f64 (fma.f64 (/.f64 (.f64 x x) (*.f64 y y)) #s(literal 1/3 binary64) #s(literal -1 binary64)) x))) z x)
(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (*.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (/.f64 (/.f64 (.f64 x x) (*.f64 y y)) y) (/.f64 x y))))))
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

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

Calls

5 calls:

75.0ms	y
23.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
16.0ms	z
15.0ms	t
15.0ms	x

Results

Accuracy	Segments	Branch
98.5%	1	`x`
98.5%	1	`y`
98.5%	1	`z`
98.5%	1	`t`
98.5%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes103.0ms (0.9%)

Memory

-23.0MiB live, 151.4MiB allocated

Counts

50 → 3

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(+.f64 x (fma.f64 (.f64 z y) #s(approx (tanh (/ t y)) (/.f64 t y)) (.f64 (*.f64 z y) (neg.f64 (tanh.f64 (/.f64 x y))))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (.f64 (fma.f64 (/.f64 (.f64 x x) (*.f64 y y)) #s(literal 1/3 binary64) #s(literal -1 binary64)) x))) z x)
(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (.f64 x (fma.f64 (.f64 (/.f64 x (.f64 (*.f64 y y) y)) x) #s(literal -1/3 binary64) (/.f64 #s(literal 1 binary64) y))))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (.f64 x (/.f64 x (.f64 (.f64 y y) y))) (/.f64 x y))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 (.f64 x #s(literal -1/3 binary64)) (/.f64 (/.f64 (.f64 x x) (*.f64 y y)) y) (/.f64 x y))))))

Outputs

(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)

(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)

(fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)

Calls

5 calls:

33.0ms	x
21.0ms	t
17.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
15.0ms	z
14.0ms	y

Results

Accuracy	Segments	Branch
84.9%	3	`x`
76.5%	1	`y`
81.0%	3	`z`
84.2%	3	`t`
83.2%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes25.0ms (0.2%)

Memory

-4.8MiB live, 33.8MiB allocated

Counts

44 → 3

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))

Outputs

(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)

(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)

(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)

Calls

1 calls:

22.0ms

Results

Accuracy	Segments	Branch
84.2%	3	`x`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes76.0ms (0.7%)

Memory

-7.7MiB live, 71.7MiB allocated

Counts

41 → 3

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)

Outputs

(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))

(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx (* (neg (tanh (/ x y))) y) (neg.f64 x))) z x)

(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))

Calls

3 calls:

15.0ms	t
12.0ms	x
12.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
76.5%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
76.5%	1	`t`
81.0%	3	`x`

Compiler

Compiled 29 to 20 computations (31% saved)

regimes69.0ms (0.6%)

Memory

2.3MiB live, 122.6MiB allocated

Counts

39 → 2

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 (+.f64 (/.f64 x z) t) x) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 #s(approx ( (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (/.f64 z t)) (*.f64 t t)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 (-.f64 (/.f64 (*.f64 t z) x) z) x x)))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) z) (+.f64 x t))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) (+.f64 (/.f64 x t) z)) t)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 #s(literal 1/3 binary64) x) (.f64 x x)) (/.f64 z (*.f64 y y))))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (.f64 y y))) y) z x)
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (/.f64 (/.f64 (.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) z) y) y))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 (-.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal 1 binary64) y)) x))) y) z x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (fma.f64 (-.f64 t x) z (neg.f64 x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (.f64 t t))) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 x t) (*.f64 t t))) z x))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal -1/3 binary64) (/.f64 z (.f64 t t))) t) (*.f64 t t)))))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 #s(literal 1 binary64) y) (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y))) y) z x)
(/.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x)))
(/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y)) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y)))) (.f64 z y))) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y))))
(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (.f64 z y) (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) (*.f64 z y) (neg.f64 x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 (neg.f64 z) (-.f64 t x) (/.f64 (fma.f64 #s(literal 0 binary64) z (.f64 (-.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) x (.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64))) (.f64 #s(literal -1/6 binary64) (.f64 (*.f64 x x) x))) (/.f64 z y))) y)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z (fma.f64 z (+.f64 (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) x)))

Outputs

(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))

Calls

5 calls:

15.0ms	y
15.0ms	z
14.0ms	t
12.0ms	x
11.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
67.2%	2	`y`
64.0%	2	`t`
69.8%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
63.7%	2	`z`
64.8%	3	`x`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes6.0ms (0.1%)

Memory

13.8MiB live, 13.8MiB allocated

Counts

5 → 5

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))

Outputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))
(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))

Calls

2 calls:

3.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
3.0ms	y

Results

Accuracy	Segments	Branch
69.5%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
61.4%	1	`y`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes13.0ms (0.1%)

Memory

-9.8MiB live, 28.1MiB allocated

Counts

4 → 3

Calls

Call 1

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

Outputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (*.f64 z x))))

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))

Calls

5 calls:

4.0ms	x
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	t
2.0ms	y
2.0ms	z

Results

Accuracy	Segments	Branch
54.1%	2	`y`
55.2%	3	`x`
61.8%	3	`z`
49.9%	1	`t`
58.2%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes10.0ms (0.1%)

Memory

28.1MiB live, 28.1MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

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

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))

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

Calls

5 calls:

2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	y
2.0ms	x
2.0ms	z
2.0ms	t

Results

Accuracy	Segments	Branch
26.3%	1	`t`
26.3%	1	`x`
26.3%	1	`y`
26.3%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
26.3%	1	`z`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes9.0ms (0.1%)

Memory

-19.6MiB live, 19.6MiB allocated

Counts

2 → 3

Calls

Call 1

Inputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

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

Outputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

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

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Calls

5 calls:

2.0ms	y
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	x
2.0ms	t
1.0ms	z

Results

Accuracy	Segments	Branch
20.5%	2	`z`
20.6%	2	`x`
23.5%	3	`t`
18.9%	1	`y`
18.9%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes6.0ms (0.1%)

Memory

17.9MiB live, 17.9MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

1.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
1.0ms	x
1.0ms	t
1.0ms	z

Results

Accuracy	Segments	Branch
18.9%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
18.9%	1	`z`
18.9%	1	`x`
18.9%	1	`t`

Compiler

Compiled 34 to 24 computations (29.4% saved)

bsearch60.0ms (0.5%)

Memory

-16.4MiB live, 67.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
38.0ms	1.883680474951007e+134	3.662258521442913e+137
19.0ms	-3.519257271574283e+87	-1.681105598136596e+76

Samples

44.0ms	282×	0	valid
1.0ms	6×	1	valid

Compiler

Compiled 706 to 415 computations (41.2% saved)

Precisions

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

ival-div: 4.0ms (29.9% of total)

ival-mult: 4.0ms (29.9% of total)

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

ival-add: 1.0ms (7.5% of total)

ival-sub: 1.0ms (7.5% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch14.0ms (0.1%)

Memory

-13.9MiB live, 24.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
12.0ms	1.883680474951007e+134	3.662258521442913e+137
1.0ms	-3.519257271574283e+87	-1.681105598136596e+76

Samples

8.0ms	95×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 670 to 397 computations (40.7% saved)

Precisions

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

ival-div: 3.0ms (53.9% of total)

ival-mult: 1.0ms (18% of total)

ival-tanh: 1.0ms (18% of total)

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

adjust: 0.0ms (0% of total)

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

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

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

bsearch36.0ms (0.3%)

Memory

21.1MiB live, 58.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
19.0ms	4.365421612531921e+146	1.3142632020955222e+155
14.0ms	-3.2568878210212852e+246	-1.1978460967253151e+244

Samples

19.0ms	267×	0	valid
1.0ms	5×	1	valid

Compiler

Compiled 532 to 308 computations (42.1% saved)

Precisions

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

ival-div: 4.0ms (31.6% of total)

ival-mult: 3.0ms (23.7% of total)

ival-tanh: 3.0ms (23.7% of total)

ival-sub: 1.0ms (7.9% of total)

ival-add: 1.0ms (7.9% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch63.0ms (0.6%)

Memory

-15.3MiB live, 22.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
61.0ms	1.928043190240524e+33	1.469235037323713e+35

Samples

49.0ms	4×	1	valid
8.0ms	108×	0	valid

Compiler

Compiled 197 to 117 computations (40.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 54.0ms

ival-add: 49.0ms (91.5% of total)

ival-div: 2.0ms (3.7% of total)

ival-tanh: 1.0ms (1.9% of total)

ival-mult: 1.0ms (1.9% of total)

adjust: 0.0ms (0% of total)

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

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

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

bsearch0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

4×	left-value

Steps

Time	Left	Right
0.0ms	1.0865601835563775e+308	+inf
0.0ms	3.045606345684401e-247	1.9303233322809632e-233
0.0ms	-2.3189078882142953e+76	-1.681105598136596e+76
0.0ms	-inf	-4.817916934974644e+306

Compiler

Compiled 22 to 19 computations (13.6% saved)

bsearch65.0ms (0.6%)

Memory

-34.7MiB live, 38.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
44.0ms	3.9101519203555737e-16	0.06769152103693508
17.0ms	-2.5656602822196945e-5	-7.811315293363454e-24

Samples

23.0ms

320×

valid

Compiler

Compiled 502 to 299 computations (40.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 15.0ms

ival-div: 4.0ms (27.6% of total)

ival-mult: 4.0ms (27.6% of total)

ival-tanh: 3.0ms (20.7% of total)

ival-sub: 1.0ms (6.9% of total)

ival-add: 1.0ms (6.9% of total)

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

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

bsearch31.0ms (0.3%)

Memory

33.5MiB live, 33.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
12.0ms	2.8193633303377198e-65	8.90041696912321e-64
16.0ms	-4.2137602972274315e-134	-6.45515221193439e-143

Samples

18.0ms	254×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 374 to 227 computations (39.3% saved)

Precisions

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

ival-div: 3.0ms (25.8% of total)

ival-mult: 3.0ms (25.8% of total)

ival-tanh: 2.0ms (17.2% of total)

ival-add: 1.0ms (8.6% of total)

ival-sub: 1.0ms (8.6% of total)

adjust: 0.0ms (0% of total)

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

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

simplify21.0ms (0.2%)

Memory

-9.7MiB live, 28.6MiB allocated

Algorithm

1×	egg-herbie

Rules

30×	`*-commutative_binary64`
24×	`+-commutative_binary64`
20×	`sub-neg_binary64`
12×	`neg-sub0_binary64`
12×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	137	1022
1	162	1022
2	184	1022
3	196	1022
4	201	1022
5	202	1022

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(if (<=.f64 x #s(literal -379999999999999977952678800494196602029592886280467112721436210442976397765339426848768 binary64)) (fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x) (if (<=.f64 x #s(literal 21999999999999999483034433280792250702873073898465757623012114819665147993056844762457170375726229656817119530788934493496744247033856000 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)))
(if (<=.f64 x #s(literal -379999999999999977952678800494196602029592886280467112721436210442976397765339426848768 binary64)) (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) x) (if (<=.f64 x #s(literal 89999999999999998824140819089389603659360455767546053668578939836529610091835949133923923179549555734122890182368488904633289000683044864 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)))
(if (<=.f64 x #s(literal -58000000000000002813602438177827285447276845705275052785403244116442662198395849820129284809045032970821337694842460523581945875488248090025552304952508794691933949015045436199895584612217691553877968950522253226165612258307627892739656829108224 binary64)) (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) (if (<=.f64 x #s(literal 1899999999999999945416664620240839458355832829457492348032179122109838706149734328138984507535872105574357646661645271318014321272641519163278368964608 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))))
(if (<=.f64 y #s(literal 36000000000000000346551324747235328 binary64)) (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -20000000000000000941202689918109391783119202815733261528557419069796499062784 binary64)) (+.f64 x #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 7872201966280717/15744403932561434696684473303452629045213679255131528440951130063136634306810047014785327192773139116009306758441243430342744218096217082060889571263281690386187633395165356521866664817226721079737670210248565328244806179188238434160900023542852296724603729870848 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (.f64 z x)))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal +inf.0 binary64)) (+.f64 x #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))))
(if (<=.f64 z #s(literal -5902958103587057/4722366482869645213696 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 z #s(literal 5908722711110091/144115188075855872 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (.f64 z x)))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
(if (<=.f64 t #s(literal -3109721077501335/1636695303948070935006594848413799576108321023021532394741645684048066898202337277441635046162952078575443342063780035504608628272942696526664263794688 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (if (<=.f64 t #s(literal 6877123763982683/118571099379011784113736688648896417641748464297615937576404566024103044751294464 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 y) (tanh.f64 (/.f64 x y)))) z x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
(if (<=.f64 x #s(literal -379999999999999977952678800494196602029592886280467112721436210442976397765339426848768 binary64)) (fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x) (if (<=.f64 x #s(literal 21999999999999999483034433280792250702873073898465757623012114819665147993056844762457170375726229656817119530788934493496744247033856000 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)))
(if (<=.f64 x #s(literal -379999999999999977952678800494196602029592886280467112721436210442976397765339426848768 binary64)) (fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (.f64 (neg.f64 y) (tanh.f64 (/.f64 x y)))) z x) (if (<=.f64 x #s(literal 21999999999999999483034433280792250702873073898465757623012114819665147993056844762457170375726229656817119530788934493496744247033856000 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (fma.f64 (fma.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) y (*.f64 (neg.f64 y) (tanh.f64 (/.f64 x y)))) z x)))
(if (<=.f64 x #s(literal -379999999999999977952678800494196602029592886280467112721436210442976397765339426848768 binary64)) (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) x) (if (<=.f64 x #s(literal 89999999999999998824140819089389603659360455767546053668578939836529610091835949133923923179549555734122890182368488904633289000683044864 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)))
(if (<=.f64 x #s(literal -58000000000000002813602438177827285447276845705275052785403244116442662198395849820129284809045032970821337694842460523581945875488248090025552304952508794691933949015045436199895584612217691553877968950522253226165612258307627892739656829108224 binary64)) (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) (if (<=.f64 x #s(literal 1899999999999999945416664620240839458355832829457492348032179122109838706149734328138984507535872105574357646661645271318014321272641519163278368964608 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))))))
(if (<=.f64 x #s(literal -58000000000000002813602438177827285447276845705275052785403244116442662198395849820129284809045032970821337694842460523581945875488248090025552304952508794691933949015045436199895584612217691553877968950522253226165612258307627892739656829108224 binary64)) (+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t)))) x) (if (<=.f64 x #s(literal 1899999999999999945416664620240839458355832829457492348032179122109838706149734328138984507535872105574357646661645271318014321272641519163278368964608 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y #s(approx ( (neg (tanh (/ x y))) y) (neg.f64 x))) z x) (+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (*.f64 z t)))) x)))
(if (<=.f64 y #s(literal 36000000000000000346551324747235328 binary64)) (+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 y #s(literal 36000000000000000346551324747235328 binary64)) (+.f64 #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t)))) x) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -20000000000000000941202689918109391783119202815733261528557419069796499062784 binary64)) (+.f64 x #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 7872201966280717/15744403932561434696684473303452629045213679255131528440951130063136634306810047014785327192773139116009306758441243430342744218096217082060889571263281690386187633395165356521866664817226721079737670210248565328244806179188238434160900023542852296724603729870848 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (.f64 z x)))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal +inf.0 binary64)) (+.f64 x #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))))
(if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal -20000000000000000941202689918109391783119202815733261528557419069796499062784 binary64)) (+.f64 #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t)))) x) (if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 7872201966280717/15744403932561434696684473303452629045213679255131528440951130063136634306810047014785327192773139116009306758441243430342744218096217082060889571263281690386187633395165356521866664817226721079737670210248565328244806179188238434160900023542852296724603729870848 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (.f64 z x)))) (if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal +inf.0 binary64)) (+.f64 #s(approx ( (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (neg (+ (* (neg z) (- t x)) (/ (+ (* 0 z) (* (- (+ (* (* -1/2 (* x x)) x) (* (* (* t t) t) 1/3)) (* -1/6 (* (* x x) x))) (/ z y))) y))) #s(approx (* (* (+ (* (/ z (* y y)) -1/3) (/ z (* t t))) t) (* t t)) (.f64 z t)))) x) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))))
(if (<=.f64 z #s(literal -5902958103587057/4722366482869645213696 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 z #s(literal 5908722711110091/144115188075855872 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (-.f64 x (.f64 z x)))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
(if (<=.f64 t #s(literal -3109721077501335/1636695303948070935006594848413799576108321023021532394741645684048066898202337277441635046162952078575443342063780035504608628272942696526664263794688 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (if (<=.f64 t #s(literal 6877123763982683/118571099379011784113736688648896417641748464297615937576404566024103044751294464 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))))
(if (<=.f64 t #s(literal -3109721077501335/1636695303948070935006594848413799576108321023021532394741645684048066898202337277441635046162952078575443342063780035504608628272942696526664263794688 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 z t))) (if (<=.f64 t #s(literal 6877123763982683/118571099379011784113736688648896417641748464297615937576404566024103044751294464 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))

soundness1.2s (11.2%)

Memory

32.2MiB live, 1 014.3MiB allocated

Rules

14 070×	`lower-fma.f64`
14 070×	`lower-fma.f32`
13 296×	`lower-fma.f64`
13 296×	`lower-fma.f32`
13 136×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	59	446
0	104	401
1	410	389
2	3378	389
0	8667	375
0	495	10076
1	1678	7475
2	7001	7473
0	8025	7285
0	904	32674
1	3035	28340
0	9008	27619
0	794	37534
1	2659	28528
0	9068	27731
0	914	34950
1	3051	30466
0	9025	29682
0	12	48
0	20	48
1	99	48
2	871	48
0	8208	47

Stop Event

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

Compiler

Compiled 1 011 to 412 computations (59.2% saved)

preprocess163.0ms (1.5%)

Memory: 6.6MiB live, 160.3MiB allocated
Remove: (abs y)
Compiler: Compiled 924 to 272 computations (70.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze102.0ms (0.9%)

sample1.6s (14.9%)

explain188.0ms (1.7%)

preprocess211.0ms (1.9%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify199.0ms (1.8%)

localize124.0ms (1.1%)

series69.0ms (0.6%)

simplify280.0ms (2.5%)

rewrite384.0ms (3.5%)

eval346.0ms (3.1%)

prune205.0ms (1.9%)

simplify133.0ms (1.2%)

localize243.0ms (2.2%)

series205.0ms (1.9%)

simplify300.0ms (2.7%)

rewrite251.0ms (2.3%)

eval259.0ms (2.3%)

prune247.0ms (2.2%)

simplify163.0ms (1.5%)

localize250.0ms (2.3%)

series290.0ms (2.6%)

simplify445.0ms (4%)

rewrite265.0ms (2.4%)

eval222.0ms (2%)

prune208.0ms (1.9%)

simplify143.0ms (1.3%)

localize225.0ms (2%)

series170.0ms (1.5%)

simplify303.0ms (2.7%)

rewrite250.0ms (2.3%)

eval177.0ms (1.6%)

prune218.0ms (2%)

regimes164.0ms (1.5%)

regimes147.0ms (1.3%)

regimes103.0ms (0.9%)

regimes25.0ms (0.2%)

regimes76.0ms (0.7%)

regimes69.0ms (0.6%)

regimes6.0ms (0.1%)

regimes13.0ms (0.1%)

regimes10.0ms (0.1%)

regimes9.0ms (0.1%)

regimes6.0ms (0.1%)

bsearch60.0ms (0.5%)

bsearch14.0ms (0.1%)

bsearch36.0ms (0.3%)

bsearch63.0ms (0.6%)

bsearch0.0ms (0%)

bsearch65.0ms (0.6%)

bsearch31.0ms (0.3%)

simplify21.0ms (0.2%)

soundness1.2s (11.2%)

preprocess163.0ms (1.5%)

end0.0ms (0%)

Profiling