Metrics for SynthBasics:moogVCF from YampaSynth-0.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze64.0ms (0.5%)

Memory

12.7MiB live, 92.1MiB 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)

sample1.5s (12.4%)

Memory

26.8MiB live, 1 508.7MiB allocated

Samples

1.0s	8 043×	0	valid
51.0ms	213×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 608.0ms

ival-mult: 299.0ms (49.2% of total)

ival-div: 131.0ms (21.6% of total)

ival-tanh: 82.0ms (13.5% of total)

ival-sub: 47.0ms (7.7% of total)

ival-add: 36.0ms (5.9% of total)

ival-true: 6.0ms (1% of total)

adjust: 4.0ms (0.7% of total)

ival-assert: 3.0ms (0.5% of total)

Bogosity

explain319.0ms (2.6%)

Memory

-1.5MiB live, 391.5MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
18	-	2	(9.842918649885141e-21 -4.300530484642717e+299 -4.8370668993029174e-67 3.445955700360843e-283)	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
0	-	0	-	`(/.f64 x y)`
0	-	0	-	`(/.f64 t y)`
0	-	0	-	`t`
0	-	0	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	-	0	-	`(tanh.f64 (/.f64 x y))`
0	-	0	-	`z`
0	-	0	-	`(tanh.f64 (/.f64 t y))`
0	-	0	-	`y`
0	-	0	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	-	0	-	`(*.f64 y z)`
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**	1	0
↳	`(*.f64 y z)`	overflow	29
↳	`(/.f64 t y)`	underflow	28
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	39
↳	`(tanh.f64 (/.f64 x y))`	underflow	22
↳	`(/.f64 x y)`	underflow	22
↳	`(tanh.f64 (/.f64 t y))`	underflow	28

Confusion

	Predicted +	Predicted -
+	14	1
-	0	241

Precision

1.0

Recall

0.9333333333333333

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	14	0	1
-	0	0	241

Precision?

1.0

Recall?

0.9333333333333333

Freqs

test

number	freq
0	242
1	14

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

65.0ms	442×	0	valid
16.0ms	60×	2	valid
1.0ms	8×	1	valid
1.0ms	2×	3	valid

Compiler

Compiled 135 to 40 computations (70.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 32.0ms

ival-div: 11.0ms (34.3% of total)

ival-mult: 7.0ms (21.8% of total)

ival-tanh: 6.0ms (18.7% of total)

ival-sub: 3.0ms (9.3% of total)

ival-add: 3.0ms (9.3% of total)

adjust: 2.0ms (6.2% of total)

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

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

preprocess219.0ms (1.8%)

Memory

-0.8MiB live, 221.1MiB 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 15 to 12 computations (20% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune2.0ms (0%)

Memory

-36.5MiB live, 1.6MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	94.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 15 to 12 computations (20% saved)

simplify231.0ms (1.9%)

Memory

28.9MiB live, 233.5MiB 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)

localize39.0ms (0.3%)

Memory

8.6MiB live, 79.7MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(tanh.f64 (/.f64 t y))
accuracy	0.0078125	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.01171875	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
accuracy	4.031036738217546	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

18.0ms	221×	0	valid
9.0ms	30×	2	valid
1.0ms	4×	1	valid
0.0ms	1×	3	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 17.0ms

ival-tanh: 5.0ms (28.8% of total)

ival-div: 4.0ms (23% of total)

ival-mult: 4.0ms (23% of total)

ival-sub: 1.0ms (5.8% of total)

adjust: 1.0ms (5.8% of total)

ival-add: 1.0ms (5.8% of total)

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

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

series70.0ms (0.6%)

Memory

-28.1MiB live, 131.9MiB allocated

Counts

5 → 180

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 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>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
10.0ms	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 (/ t y)))
8.0ms	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 (/ t y)))
6.0ms	x	@	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 (/ 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 (/ t y)))
6.0ms	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 (/ t y)))

simplify184.0ms (1.5%)

Memory

23.1MiB live, 220.0MiB allocated

Algorithm

1×	egg-herbie

Rules

9 934×	`lower-fma.f64`
9 934×	`lower-fma.f32`
3 770×	`lower-*.f64`
3 770×	`lower-*.f32`
3 548×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	439	9242
1	1484	6963
2	6149	6572
0	9192	6439

Stop Event

1×	iter limit
1×	node limit

Counts

180 → 176

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))))))))))
(* 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)))))))))
(+ (* 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)))))))))
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(- (+ (/ 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)))))))

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

rewrite470.0ms (3.8%)

Memory

7.6MiB live, 280.0MiB 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	44
0	20	44
1	99	44
2	871	44
0	8208	43

Stop Event

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

Counts

5 → 271

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

eval189.0ms (1.5%)

Memory: -11.9MiB live, 141.7MiB allocated
Compiler: Compiled 19 606 to 1 655 computations (91.6% saved)

prune179.0ms (1.5%)

Memory

-1.7MiB live, 37.0MiB allocated

Pruning

5 alts after pruning (5 fresh and 0 done)

	Pruned	Kept	Total
New	442	5	447
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	443	5	448

Accuracy

100.0%

Counts

448 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.9%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
▶	65.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
▶	71.8%	(+.f64 x (.f64 (.f64 y z) (*.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)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))))))
▶	51.1%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
▶	61.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))

Compiler

Compiled 162 to 122 computations (24.7% saved)

simplify389.0ms (3.2%)

Memory

7.3MiB live, 175.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	128	(/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
cost-diff	128	(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))))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) (*.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)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))))))
cost-diff	28352	(*.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)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t 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	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
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))) z)
cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)

Rules

5 304×	`lower-*.f32`
5 292×	`lower-*.f64`
4 746×	`lower-fma.f32`
4 742×	`lower-fma.f64`
3 340×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	43	414
0	72	376
1	156	373
2	426	370
3	1693	356
0	8401	354

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

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

localize182.0ms (1.5%)

Memory

-2.4MiB live, 362.6MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.10775375976844202	(pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))
accuracy	0.14519501953688402	(pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))
accuracy	4.019317988217546	(.f64 (.f64 y z) (*.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)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))))
accuracy	8.625253205871184	(*.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)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))))
accuracy	0.0078125	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.01171875	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
accuracy	4.019317988217546	(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
accuracy	17.775235988510957	#s(approx (tanh (/ t y)) (/.f64 t y))
accuracy	0.00390625	(/.f64 (-.f64 t x) y)
accuracy	0.01171875	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
accuracy	4.019317988217546	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
accuracy	30.870666385418097	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
accuracy	0	(-.f64 t x)
accuracy	0.0078125	(fma.f64 (-.f64 t x) z x)
accuracy	17.861172710805327	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
accuracy	0.00390625	(tanh.f64 (/.f64 t y))
accuracy	0.0078125	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.27627327648984773	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
accuracy	0.49550412411371625	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)

Samples

62.0ms	46×	3	exit
42.0ms	175×	0	valid
23.0ms	31×	2	valid
2.0ms	2×	3	valid
1.0ms	2×	1	valid

Compiler

Compiled 377 to 33 computations (91.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 77.0ms

ival-mult: 19.0ms (24.6% of total)

adjust: 14.0ms (18.1% of total)

ival-div: 12.0ms (15.5% of total)

ival-pow2: 9.0ms (11.7% of total)

ival-add: 8.0ms (10.4% of total)

ival-tanh: 6.0ms (7.8% of total)

ival-sub: 5.0ms (6.5% of total)

ival-neg: 4.0ms (5.2% of total)

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

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

exact: 0.0ms (0% of total)

series258.0ms (2.1%)

Memory

10.1MiB live, 491.4MiB allocated

Counts

23 → 864

Calls

Call 1

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

12 calls:

Time	Variable		Point	Expression
43.0ms	y	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ 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 (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))) (+ x (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))))) (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))) (/ (- t x) y) (tanh (/ t y)) (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))))) (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))
27.0ms	y	@	inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ 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 (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))) (+ x (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))))) (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))) (/ (- t x) y) (tanh (/ t y)) (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))))) (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))
26.0ms	z	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ 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 (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))) (+ x (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))))) (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))) (/ (- t x) y) (tanh (/ t y)) (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))))) (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))
21.0ms	t	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ 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 (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))) (+ x (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))))) (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))) (/ (- t x) y) (tanh (/ t y)) (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))))) (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))
11.0ms	x	@	inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ 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 (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))) (+ x (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y)))))))) (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))) (/ (- t x) y) (tanh (/ t y)) (* (* y z) (* (neg (- (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))) (/ 1 (neg (+ (tanh (/ x y)) (tanh (/ t y))))))) (pow (tanh (/ t y)) 2) (pow (tanh (/ x y)) 2))

simplify401.0ms (3.3%)

Memory

-14.1MiB live, 572.7MiB allocated

Algorithm

1×	egg-herbie

Rules

6 830×	`lower-fma.f64`
6 830×	`lower-fma.f32`
5 440×	`lower-*.f64`
5 440×	`lower-*.f32`
3 522×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1395	61435
1	4643	53486
0	8721	52241

Stop Event

1×	iter limit
1×	node limit

Counts

864 → 840

Calls

Call 1

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

rewrite275.0ms (2.2%)

Memory

20.0MiB live, 469.6MiB allocated

Rules

5 076×	`lower-fma.f32`
5 072×	`lower-fma.f64`
4 606×	`lower-/.f32`
4 598×	`lower-/.f64`
4 320×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	43	318
0	72	278
1	308	261
2	2625	261
0	9546	259

Stop Event

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

Counts

23 → 915

Calls

Call 1

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

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

eval430.0ms (3.5%)

Memory: -9.7MiB live, 527.3MiB allocated
Compiler: Compiled 99 368 to 5 850 computations (94.1% saved)

prune83.0ms (0.7%)

Memory

41.1MiB live, 119.4MiB allocated

Pruning

18 alts after pruning (16 fresh and 2 done)

	Pruned	Kept	Total
New	1 962	16	1 978
Fresh	0	0	0
Picked	3	2	5
Done	0	0	0
Total	1 965	18	1 983

Accuracy

100.0%

Counts

1 983 → 18

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.9%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
✓	98.9%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
▶	67.0%	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	54.0%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
	30.2%	(+.f64 x (.f64 (.f64 y z) #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)))))
	27.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
	36.3%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) y))))
	49.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
	50.8%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
	21.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64))))))
▶	56.1%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
▶	41.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
✓	61.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	41.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
	57.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
	61.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
	23.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
▶	14.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 463 to 374 computations (19.2% saved)

simplify269.0ms (2.2%)

Memory

9.3MiB live, 199.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
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	(*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
cost-diff	0	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
cost-diff	0	(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x)
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
cost-diff	704	(/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x))))
cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
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)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
cost-diff	320	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))

Rules

8 446×	`lower-fma.f32`
8 438×	`lower-fma.f64`
3 924×	`lower-*.f32`
3 912×	`lower-*.f64`
2 520×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	345
0	71	349
1	148	311
2	351	301
3	1188	301
4	4634	301
0	8411	300

Stop Event

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

Calls

Call 1

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

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

localize355.0ms (2.9%)

Memory

-37.8MiB live, 205.8MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.2600133071761554	(*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
accuracy	0.27236702648984773	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
accuracy	28.727685602683874	#s(approx (tanh (/ t y)) (/.f64 t y))
accuracy	0.00390625	(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x)
accuracy	0.19921875	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x))))
accuracy	24.859413287716098	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
accuracy	29.7092846121162	(/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))
accuracy	0.01171875	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
accuracy	3.782380312893313	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))))
accuracy	30.934627470815165	#s(approx (/ (- t x) y) (/.f64 t y))
accuracy	41.92446377258336	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))
accuracy	0	(*.f64 t z)
accuracy	24.859413287716098	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
accuracy	38.05780342648026	#s(approx (+ (* (- t x) z) x) (*.f64 t z))
accuracy	0.00390625	(tanh.f64 (/.f64 t y))
accuracy	0.15006701637191325	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))
accuracy	0.27236702648984773	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
accuracy	1.3519867114142552	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)

Samples

272.0ms	220×	0	valid
34.0ms	31×	2	valid
2.0ms	4×	1	valid
1.0ms	1×	5	exit

Compiler

Compiled 269 to 35 computations (87% saved)

Precisions

Click to see histograms. Total time spent on operations: 123.0ms

ival-sub: 79.0ms (64% of total)

ival-mult: 18.0ms (14.6% of total)

ival-div: 9.0ms (7.3% of total)

ival-add: 8.0ms (6.5% of total)

adjust: 4.0ms (3.2% of total)

ival-tanh: 3.0ms (2.4% of total)

ival-neg: 1.0ms (0.8% of total)

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

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

exact: 0.0ms (0% of total)

series177.0ms (1.4%)

Memory

5.9MiB live, 185.2MiB allocated

Counts

21 → 768

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
48.0ms	y	@	inf	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ 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))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (/ (+ x t) (* (+ x t) (- t x))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) z) (/ (- t x) y))
33.0ms	z	@	0	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ 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))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (/ (+ x t) (* (+ x t) (- t x))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) z) (/ (- t x) y))
20.0ms	x	@	inf	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ 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))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (/ (+ x t) (* (+ x t) (- t x))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) z) (/ (- t x) y))
5.0ms	y	@	-inf	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ 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))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (/ (+ x t) (* (+ x t) (- t x))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) z) (/ (- t x) y))
5.0ms	z	@	-inf	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ 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))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (/ (+ x t) (* (+ x t) (- t x))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (* (neg (tanh (/ x y))) z) (/ (- t x) y))

simplify389.0ms (3.2%)

Memory

9.8MiB live, 482.2MiB allocated

Algorithm

1×	egg-herbie

Rules

15 660×	`lower-fma.f64`
15 660×	`lower-fma.f32`
6 194×	`lower-+.f64`
6 194×	`lower-+.f32`
4 924×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	887	32649
1	2858	25070
0	9512	24469

Stop Event

1×	iter limit
1×	node limit

Counts

768 → 743

Calls

Call 1

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

rewrite238.0ms (1.9%)

Memory

-13.7MiB live, 340.1MiB allocated

Rules

5 980×	`lower-*.f32`
5 968×	`lower-*.f64`
3 298×	`lower-/.f32`
3 290×	`lower-/.f64`
2 180×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	289
0	71	283
1	298	245
2	2542	245
0	8173	244

Stop Event

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

Counts

21 → 329

Calls

Call 1

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

Outputs
(.f64 (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64))) (pow.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64))) (pow.f64 (-.f64 (hypot.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (tanh.f64 (/.f64 x y)) z)) (.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))) #s(literal -1 binary64)))
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(pow.f64 (/.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (pow.f64 (*.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 (hypot.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (tanh.f64 (/.f64 x y)) z)) (.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)) (pow.f64 (*.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))) (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)))) (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(/.f64 (-.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) z) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) z))) (*.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) z) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) z))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) z) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) z))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) z) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) z))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) z) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) z))) (*.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) z) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) z))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) z) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) z) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) z))) (.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) z) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (.f64 (.f64 z (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) z))) (*.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 z (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) z))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
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(.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (pow.f64 (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal -1 binary64)))
(pow.f64 (/.f64 (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.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 (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (+.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))) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (*.f64 (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (.f64 (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (.f64 (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (neg.f64 (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (neg.f64 (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))) (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(/.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (+.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)) (*.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(/.f64 (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))))
(fma.f64 #s(literal -1 binary64) (tanh.f64 (/.f64 x y)) #s(approx (tanh (/ t y)) (/.f64 t y)))
(fma.f64 (tanh.f64 (/.f64 x y)) #s(literal -1 binary64) #s(approx (tanh (/ t y)) (/.f64 t y)))
(-.f64 (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 0 binary64)) (tanh.f64 (/.f64 x y)))
(-.f64 (/.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 2 binary64)) (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (/.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)) (+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(-.f64 (/.f64 (pow.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) #s(literal 3 binary64)) (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (/.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)) (+.f64 (hypot.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(+.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))
(+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) #s(approx (tanh (/ t y)) (/.f64 t y)))
#s(approx (tanh (/ t y)) (/.f64 t y))
(.f64 (.f64 z #s(literal -1 binary64)) (tanh.f64 (/.f64 x y)))
(.f64 #s(literal -1 binary64) (.f64 (tanh.f64 (/.f64 x y)) z))
(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)
(*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z))
(*.f64 z (neg.f64 (tanh.f64 (/.f64 x y))))
(neg.f64 (*.f64 (tanh.f64 (/.f64 x y)) z))
(-.f64 #s(literal 0 binary64) (*.f64 (tanh.f64 (/.f64 x y)) z))
#s(approx (/ (- t x) y) (/.f64 t y))

eval202.0ms (1.6%)

Memory: 10.1MiB live, 350.0MiB allocated
Compiler: Compiled 37 990 to 2 438 computations (93.6% saved)

prune349.0ms (2.8%)

Memory

-87.3MiB live, 163.3MiB allocated

Pruning

30 alts after pruning (25 fresh and 5 done)

	Pruned	Kept	Total
New	1 132	20	1 152
Fresh	6	5	11
Picked	2	3	5
Done	0	2	2
Total	1 140	30	1 170

Accuracy

100.0%

Counts

1 170 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.9%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
▶	75.8%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))) y x)
	73.3%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)
✓	98.9%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
✓	67.0%	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	54.0%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
	54.8%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
	56.1%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
	30.2%	(+.f64 x (.f64 (.f64 y z) #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)))))
	27.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
▶	49.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
	56.1%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
	39.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))
	40.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
	26.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
	52.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (neg.f64 t)) (*.f64 x x)) t) #s(literal -1 binary64) x) (neg.f64 t)) #s(literal -1 binary64) #s(literal 1 binary64)) t))) z x))
	61.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
▶	52.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
▶	58.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
	56.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) x) (*.f64 t t)) (neg.f64 x)) t) x)) (neg.f64 x)))) z x))
	62.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
	58.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
	58.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
	56.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
✓	61.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	61.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
	57.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
▶	23.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
	61.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
✓	14.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 878 to 678 computations (22.8% saved)

simplify176.0ms (1.4%)

Memory

17.0MiB live, 240.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t)))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
cost-diff	192	(fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x)
cost-diff	704	(fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64)))
cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x)))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
cost-diff	192	(fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64))
cost-diff	192	(fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x)
cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
cost-diff	0	(-.f64 t x)
cost-diff	0	(*.f64 (-.f64 t x) z)
cost-diff	0	#s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
cost-diff	0	(fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y))))
cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))) y x)
cost-diff	384	(fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z))
cost-diff	704	(/.f64 #s(literal 0 binary64) y)

Rules

6 730×	`lower-fma.f32`
6 718×	`lower-fma.f64`
3 248×	`lower-*.f32`
3 240×	`lower-*.f64`
2 616×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	570
0	95	561
1	194	481
2	429	459
3	1252	459
4	4670	459
5	7639	459
0	8652	447

Stop Event

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

Calls

Call 1

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

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

localize169.0ms (1.4%)

Memory

49.8MiB live, 234.3MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.5075141546338232	(/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t)
accuracy	4.472656250000001	(fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64)))
accuracy	24.859413287716098	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
accuracy	31.85454716874731	#s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))
accuracy	0.0625	(/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x)
accuracy	0.19921875	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x)))
accuracy	24.859413287716098	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
accuracy	30.90079520959877	#s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))
accuracy	0.01171875	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
accuracy	3.782380312893313	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)))
accuracy	30.290930286923334	#s(approx (- t x) (neg.f64 x))
accuracy	41.92446377258336	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))
accuracy	0	(-.f64 t x)
accuracy	0.01171875	(*.f64 (-.f64 t x) z)
accuracy	24.259518745640342	#s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z))
accuracy	24.859413287716098	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
accuracy	0.15006701637191325	(fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y))))
accuracy	0.27236702648984773	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))) y x)
accuracy	5.416301152588954	(/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y))
accuracy	32.045177709283784	#s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))

Samples

86.0ms	220×	0	valid
44.0ms	31×	2	valid
2.0ms	4×	1	valid
1.0ms	1×	5	exit

Compiler

Compiled 354 to 48 computations (86.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 87.0ms

adjust: 26.0ms (29.9% of total)

ival-mult: 22.0ms (25.3% of total)

ival-div: 19.0ms (21.9% of total)

ival-add: 11.0ms (12.7% of total)

ival-neg: 3.0ms (3.5% of total)

ival-tanh: 3.0ms (3.5% of total)

ival-sub: 2.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

series147.0ms (1.2%)

Memory

-9.0MiB live, 312.8MiB allocated

Counts

27 → 900

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
37.0ms	z	@	inf	((/ 0 y) (+ (* z (/ 0 y)) (* x z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (* (- t x) z) (- t x) (+ 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))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (/ t x) -1) -1) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (* (neg (tanh (/ x y))) z) (/ (+ (* z (/ 0 y)) (* x z)) (neg y)) (- t x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ t x) -1) -1) x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) t))
9.0ms	y	@	0	((/ 0 y) (+ (* z (/ 0 y)) (* x z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (* (- t x) z) (- t x) (+ 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))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (/ t x) -1) -1) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (* (neg (tanh (/ x y))) z) (/ (+ (* z (/ 0 y)) (* x z)) (neg y)) (- t x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ t x) -1) -1) x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) t))
7.0ms	x	@	-inf	((/ 0 y) (+ (* z (/ 0 y)) (* x z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (* (- t x) z) (- t x) (+ 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))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (/ t x) -1) -1) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (* (neg (tanh (/ x y))) z) (/ (+ (* z (/ 0 y)) (* x z)) (neg y)) (- t x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ t x) -1) -1) x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) t))
4.0ms	x	@	inf	((/ 0 y) (+ (* z (/ 0 y)) (* x z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (* (- t x) z) (- t x) (+ 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))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (/ t x) -1) -1) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (* (neg (tanh (/ x y))) z) (/ (+ (* z (/ 0 y)) (* x z)) (neg y)) (- t x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ t x) -1) -1) x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) t))
4.0ms	z	@	-inf	((/ 0 y) (+ (* z (/ 0 y)) (* x z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (* (- t x) z) (- t x) (+ 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))) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ (* (/ t x) -1) -1) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (* (neg (tanh (/ x y))) z) (/ (+ (* z (/ 0 y)) (* x z)) (neg y)) (- t x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ t x) -1) -1) x) (/ (+ x t) (* (+ x t) (- t x))) (/ (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) t))

simplify353.0ms (2.9%)

Memory

-17.0MiB live, 524.6MiB allocated

Algorithm

1×	egg-herbie

Rules

14 834×	`lower-fma.f64`
14 834×	`lower-fma.f32`
6 034×	`lower-+.f64`
6 034×	`lower-+.f32`
4 808×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	849	27951
1	2751	22058
0	9055	21506

Stop Event

1×	iter limit
1×	node limit

Counts

900 → 865

Calls

Call 1

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

rewrite236.0ms (1.9%)

Memory

-10.9MiB live, 260.6MiB allocated

Rules

4 224×	`lower-/.f32`
4 206×	`lower-/.f64`
3 714×	`lower-*.f32`
3 706×	`lower-*.f64`
3 180×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	517
0	95	499
1	419	414
2	3580	414
0	8654	401

Stop Event

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

Counts

27 → 518

Calls

Call 1

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

Outputs
#s(literal 0 binary64)
(.f64 (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (pow.f64 (*.f64 z (neg.f64 x)) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64)) (pow.f64 (fma.f64 (.f64 x z) (-.f64 (.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal -1 binary64)))
(*.f64 z (+.f64 x #s(literal 0 binary64)))
(*.f64 z (+.f64 #s(literal 0 binary64) x))
(pow.f64 (/.f64 (.f64 z (neg.f64 x)) (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (.f64 x z) (-.f64 (.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64)) (+.f64 (pow.f64 (*.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64))) #s(literal -1 binary64))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) #s(literal 0 binary64))) (neg.f64 (-.f64 (.f64 x z) #s(literal 0 binary64))))
(/.f64 (neg.f64 (neg.f64 (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (.f64 z (neg.f64 x)))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64)))) (neg.f64 (neg.f64 (fma.f64 (.f64 x z) (-.f64 (*.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) #s(literal 0 binary64)) (-.f64 (.f64 x z) #s(literal 0 binary64)))
(/.f64 (neg.f64 (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64)))) (neg.f64 (.f64 z (neg.f64 x))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64))) (neg.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 0 binary64) x)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64))) (neg.f64 (fma.f64 (.f64 x z) (-.f64 (*.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64))))
(/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (.f64 z (neg.f64 x)))
(/.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64)) (+.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 0 binary64) x))))
(/.f64 (+.f64 (pow.f64 (.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64)) (fma.f64 (.f64 x z) (-.f64 (*.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64)))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (.f64 z (neg.f64 x)) (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 (.f64 x z) (-.f64 (.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64)) (+.f64 (pow.f64 (*.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 z (neg.f64 x)) (-.f64 #s(literal 0 binary64) (pow.f64 (.f64 x z) #s(literal 2 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 x z) (-.f64 (.f64 x z) #s(literal 0 binary64)) #s(literal 0 binary64)) (+.f64 (pow.f64 (*.f64 x z) #s(literal 3 binary64)) #s(literal 0 binary64))))
(fma.f64 x z #s(literal 0 binary64))
(fma.f64 z x #s(literal 0 binary64))
(fma.f64 z #s(literal 0 binary64) (*.f64 x z))
(-.f64 (/.f64 #s(literal 0 binary64) (.f64 z (neg.f64 x))) (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 z (neg.f64 x))))
(+.f64 (*.f64 x z) #s(literal 0 binary64))
(+.f64 #s(literal 0 binary64) (*.f64 x z))
(.f64 (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 x x)) (pow.f64 (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y (neg.f64 x)) #s(literal -1 binary64)))
(.f64 (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64))) (pow.f64 (-.f64 (hypot.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) x) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x))) #s(literal -1 binary64)))
(pow.f64 (/.f64 (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y (neg.f64 x)) (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 x x))) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 (hypot.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) x) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x))) (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64)))) #s(literal -1 binary64))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 x x)))) (neg.f64 (neg.f64 (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y (neg.f64 x)))))
(/.f64 (neg.f64 (neg.f64 (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64))))) (neg.f64 (neg.f64 (-.f64 (hypot.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) x) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x))))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64))) (-.f64 x (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y (neg.f64 x))))
(/.f64 (neg.f64 (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64)))) (neg.f64 (fma.f64 x x (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x))))))
(/.f64 (neg.f64 (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64)))) (neg.f64 (-.f64 (hypot.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) x) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x)))))
(/.f64 (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 x x)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y (neg.f64 x)))
(/.f64 (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64))) (fma.f64 x x (-.f64 (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 2 binary64)) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x)))))
(/.f64 (hypot.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx ( (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) #s(literal 3/2 binary64))) (-.f64 (hypot.f64 (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y) x) (.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) (.f64 y x))))
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(*.f64 (pow.f64 (/.f64 x (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64))) #s(literal -1 binary64)) (pow.f64 (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x)) #s(literal -1 binary64)))
(.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal -1 binary64))))
(*.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) (/.f64 #s(literal -1 binary64) x))
(*.f64 (pow.f64 x #s(literal -1 binary64)) (pow.f64 (/.f64 #s(literal -1 binary64) (+.f64 (/.f64 t x) #s(literal 1 binary64))) #s(literal -1 binary64)))
(*.f64 (pow.f64 x #s(literal -1 binary64)) (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)))
(*.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)) (pow.f64 x #s(literal -1 binary64)))
(*.f64 #s(literal 1 binary64) (/.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)) x))
(pow.f64 (/.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64))) #s(literal 1 binary64)) #s(literal -1 binary64))
(pow.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64))) #s(literal -1 binary64))
(/.f64 (neg.f64 (/.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) #s(literal -1 binary64))) (neg.f64 x))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (pow.f64 x #s(literal -1 binary64)))) (neg.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal 1 binary64))))
(/.f64 (neg.f64 (*.f64 (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64)) (pow.f64 x #s(literal -1 binary64)))) (neg.f64 (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x))))
(/.f64 (neg.f64 (*.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)) #s(literal 1 binary64))) (neg.f64 x))
(/.f64 (neg.f64 (neg.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)))) (neg.f64 (neg.f64 (neg.f64 x))))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64))) (neg.f64 (.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal 1 binary64)) x)))
(/.f64 (neg.f64 (.f64 (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64)) #s(literal 1 binary64))) (neg.f64 (.f64 (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x)) x)))
(/.f64 (/.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) #s(literal -1 binary64)) x)
(/.f64 (*.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (pow.f64 x #s(literal -1 binary64))) (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal 1 binary64)))
(/.f64 (*.f64 (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64)) (pow.f64 x #s(literal -1 binary64))) (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x)))
(/.f64 (*.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)) #s(literal 1 binary64)) x)
(/.f64 (neg.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64))) (neg.f64 (neg.f64 x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64))) (neg.f64 (*.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal 1 binary64)))))
(/.f64 (neg.f64 (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64))) (neg.f64 (*.f64 x (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x)))))
(/.f64 (.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal 1 binary64)) x))
(/.f64 (.f64 (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64)) #s(literal 1 binary64)) (.f64 (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x)) x))
(/.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) (neg.f64 x))
(/.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (*.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal 1 binary64))))
(/.f64 (fma.f64 (pow.f64 (/.f64 x t) #s(literal -3 binary64)) #s(literal -1 binary64) #s(literal -1 binary64)) (*.f64 x (-.f64 (+.f64 (pow.f64 (/.f64 x t) #s(literal -2 binary64)) #s(literal 1 binary64)) (/.f64 t x))))
(/.f64 (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)) x)
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64))) #s(literal 1 binary64))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)))))
(/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64))))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64))) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64))))
(neg.f64 (/.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) x))
(neg.f64 (/.f64 (+.f64 (/.f64 t x) #s(literal 1 binary64)) (neg.f64 (neg.f64 x))))
(exp.f64 (*.f64 (log.f64 (/.f64 x (fma.f64 #s(literal -1 binary64) (/.f64 t x) #s(literal -1 binary64)))) #s(literal -1 binary64)))
(.f64 #s(approx (/ (+ x t) ( (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)) #s(literal 1 binary64))
(pow.f64 (pow.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)) #s(literal -1 binary64)) #s(literal -1 binary64))
(pow.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)) #s(literal 1 binary64))
#s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))
(/.f64 (neg.f64 (neg.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)))) #s(literal 1 binary64))
(/.f64 (neg.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) #s(literal -1 binary64))
(/.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)) #s(literal 1 binary64))
(/.f64 #s(literal -1 binary64) (neg.f64 (pow.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)) #s(literal -1 binary64))))
(/.f64 #s(literal 1 binary64) (pow.f64 #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)) #s(literal -1 binary64)))
(exp.f64 (neg.f64 (.f64 (log.f64 #s(approx (/ (+ x t) ( (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) #s(literal -1 binary64))))
(*.f64 (pow.f64 (/.f64 t (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t)) #s(literal -1 binary64)))
(*.f64 (pow.f64 (/.f64 t (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t))) #s(literal -1 binary64)))
(*.f64 (pow.f64 t #s(literal -1 binary64)) (pow.f64 (pow.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) #s(literal -1 binary64)) #s(literal -1 binary64)))
(*.f64 (pow.f64 t #s(literal -1 binary64)) (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)))
(*.f64 (neg.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) (pow.f64 (neg.f64 t) #s(literal -1 binary64)))
(*.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) (pow.f64 t #s(literal -1 binary64)))
(*.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))
(pow.f64 (/.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) #s(literal 1 binary64)) #s(literal -1 binary64))
(pow.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) #s(literal -1 binary64))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64))) (pow.f64 t #s(literal -1 binary64)))) (neg.f64 (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t))))
(/.f64 (neg.f64 (*.f64 (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64))) (pow.f64 t #s(literal -1 binary64)))) (neg.f64 (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t)))))
(/.f64 (neg.f64 (*.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) #s(literal 1 binary64))) (neg.f64 t))
(/.f64 (neg.f64 (neg.f64 (neg.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))))) (neg.f64 (neg.f64 (neg.f64 t))))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64))) #s(literal 1 binary64))) (neg.f64 (.f64 (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t)) t)))
(/.f64 (neg.f64 (.f64 (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64))) #s(literal 1 binary64))) (neg.f64 (.f64 (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t))) t)))
(/.f64 (*.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64))) (pow.f64 t #s(literal -1 binary64))) (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t)))
(/.f64 (*.f64 (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64))) (pow.f64 t #s(literal -1 binary64))) (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t))))
(/.f64 (*.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) #s(literal 1 binary64)) t)
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64)))) (neg.f64 (*.f64 t (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t)))))
(/.f64 (neg.f64 (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64)))) (neg.f64 (*.f64 t (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)))) (neg.f64 (neg.f64 t)))
(/.f64 (.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64))) #s(literal 1 binary64)) (.f64 (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t)) t))
(/.f64 (.f64 (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64))) #s(literal 1 binary64)) (.f64 (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t))) t))
(/.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 4 binary64)) (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 2 binary64))) (*.f64 t (-.f64 (-.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 x t))))
(/.f64 (hypot.f64 (pow.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) #s(literal 3/2 binary64)) (pow.f64 (/.f64 x t) #s(literal 3 binary64))) (*.f64 t (-.f64 (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 2 binary64)) (+.f64 (/.f64 x t) #s(literal 1 binary64))) (hypot.f64 (pow.f64 (/.f64 x t) #s(literal 3/2 binary64)) (/.f64 x t)))))
(/.f64 (neg.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) (neg.f64 t))
(/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t)
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) #s(literal 1 binary64))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)))))
(/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))))
(neg.f64 (/.f64 (neg.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64))) t))
(neg.f64 (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t)))
(exp.f64 (*.f64 (log.f64 (/.f64 t (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)))) #s(literal -1 binary64)))

eval218.0ms (1.8%)

Memory: 24.6MiB live, 331.0MiB allocated
Compiler: Compiled 40 016 to 3 646 computations (90.9% saved)

prune77.0ms (0.6%)

Memory

-4.4MiB live, 195.8MiB allocated

Pruning

39 alts after pruning (33 fresh and 6 done)

	Pruned	Kept	Total
New	1 362	21	1 383
Fresh	8	12	20
Picked	4	1	5
Done	0	5	5
Total	1 374	39	1 413

Accuracy

100.0%

Counts

1 413 → 39

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.9%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
	75.8%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y x)
	75.7%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 #s(literal 1 binary64) (/.f64 y (*.f64 z (neg.f64 x)))))) y x)
✓	98.9%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
✓	67.0%	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	51.3%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
	54.8%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
	49.7%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
	56.1%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
	26.4%	(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (.f64 z y))) (-.f64 (.f64 x x) (pow.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (*.f64 z y)) #s(literal 2 binary64)))))
	30.2%	(+.f64 x (.f64 (.f64 y z) #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)))))
	27.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
	56.1%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
	26.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
	52.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (neg.f64 t)) (*.f64 x x)) t) #s(literal -1 binary64) x) (neg.f64 t)) #s(literal -1 binary64) #s(literal 1 binary64)) t))) z x))
	58.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
	56.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) x) (*.f64 t t)) (neg.f64 x)) t) x)) (neg.f64 x)))) z x))
	62.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
	61.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
	58.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
	44.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (+.f64 (hypot.f64 x t) (.f64 t x)) (.f64 t t))) t))) z x))
	37.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
	42.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
	58.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
	28.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
	56.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
	26.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
✓	61.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	57.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
	59.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
	23.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
	23.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t x)))))
	23.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
	18.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
	19.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
✓	23.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
	23.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
	13.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
✓	14.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 1 577 to 830 computations (47.4% saved)

regimes159.0ms (1.3%)

Memory

-18.0MiB live, 181.3MiB allocated

Counts

63 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))
(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) y))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 #s(literal 1 binary64) (/.f64 y (*.f64 z (neg.f64 x)))))) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (+.f64 (hypot.f64 x t) (.f64 t x)) (.f64 t t))) t))) z x))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) x) (*.f64 t t)) (neg.f64 x)) t) x)) (neg.f64 x)))) z x))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (.f64 z y))) (-.f64 (.f64 x x) (pow.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (*.f64 z y)) #s(literal 2 binary64)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (neg.f64 t)) (*.f64 x x)) t) #s(literal -1 binary64) x) (neg.f64 t)) #s(literal -1 binary64) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64))))))
(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)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(+.f64 x (.f64 (.f64 y z) (*.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)))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))))))

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

Calls

5 calls:

69.0ms	x
22.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
19.0ms	t
19.0ms	z
18.0ms	y

Results

Accuracy	Segments	Branch
98.9%	1	`x`
98.9%	1	`y`
98.9%	1	`z`
98.9%	1	`t`
98.9%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes180.0ms (1.5%)

Memory

42.9MiB live, 152.8MiB allocated

Counts

61 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))
(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) y))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 #s(literal 1 binary64) (/.f64 y (*.f64 z (neg.f64 x)))))) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (+.f64 (hypot.f64 x t) (.f64 t x)) (.f64 t t))) t))) z x))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) x) (*.f64 t t)) (neg.f64 x)) t) x)) (neg.f64 x)))) z x))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (.f64 z y))) (-.f64 (.f64 x x) (pow.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (*.f64 z y)) #s(literal 2 binary64)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (neg.f64 t)) (*.f64 x x)) t) #s(literal -1 binary64) x) (neg.f64 t)) #s(literal -1 binary64) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64))))))
(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))) z) y x)

Calls

5 calls:

90.0ms	y
33.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
19.0ms	z
17.0ms	x
17.0ms	t

Results

Accuracy	Segments	Branch
98.9%	1	`x`
98.9%	1	`y`
98.9%	1	`z`
98.9%	1	`t`
98.9%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes116.0ms (0.9%)

Memory

-24.6MiB live, 138.8MiB allocated

Counts

59 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))
(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) y))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 #s(literal 1 binary64) (/.f64 y (*.f64 z (neg.f64 x)))))) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (+.f64 (hypot.f64 x t) (.f64 t x)) (.f64 t t))) t))) z x))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) y) (*.f64 x z)) (neg.f64 y)))) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) x) (*.f64 t t)) (neg.f64 x)) t) x)) (neg.f64 x)))) z x))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (.f64 z y))) (-.f64 (.f64 x x) (pow.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) (*.f64 z y)) #s(literal 2 binary64)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (neg.f64 t)) (*.f64 x x)) t) #s(literal -1 binary64) x) (neg.f64 t)) #s(literal -1 binary64) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64))))))

Outputs

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

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

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

Calls

5 calls:

29.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
29.0ms	x
19.0ms	y
19.0ms	t
17.0ms	z

Results

Accuracy	Segments	Branch
82.7%	3	`x`
79.1%	2	`y`
78.7%	2	`z`
83.8%	3	`t`
81.9%	4	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes49.0ms (0.4%)

Memory

7.2MiB live, 47.2MiB 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))
(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)

Outputs

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

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

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

Calls

2 calls:

31.0ms	x
14.0ms	t

Results

Accuracy	Segments	Branch
80.3%	3	`x`
82.3%	3	`t`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes105.0ms (0.9%)

Memory

1.0MiB live, 188.7MiB allocated

Counts

49 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))
(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Outputs

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

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

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

Calls

5 calls:

25.0ms	x
24.0ms	z
19.0ms	y
19.0ms	t
15.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
74.6%	3	`z`
67.0%	1	`x`
72.7%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
72.8%	2	`y`
76.5%	3	`t`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes207.0ms (1.7%)

Memory

-6.3MiB live, 190.7MiB allocated

Counts

47 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal -1 binary64) #s(literal -1 binary64)) (neg.f64 t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 x t) (/.f64 x t) (+.f64 (/.f64 x t) #s(literal 1 binary64))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (.f64 (*.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 t x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (pow.f64 (+.f64 t x) #s(literal -1 binary64)) (.f64 (*.f64 (-.f64 t x) (+.f64 t x)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 t x) #s(literal -1 binary64)) z))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (pow.f64 (+.f64 x t) #s(literal -1 binary64))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (pow.f64 (+.f64 x t) #s(literal -1 binary64)) (.f64 (.f64 (-.f64 t x) (+.f64 x t)) z) x))

Outputs

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

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))

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

Calls

4 calls:

50.0ms	t
44.0ms	y
44.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
38.0ms	z

Results

Accuracy	Segments	Branch
74.1%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
72.0%	3	`y`
68.6%	2	`z`
70.5%	4	`t`

Compiler

Compiled 18 to 24 computations (-33.3% saved)

regimes25.0ms (0.2%)

Memory

17.1MiB live, 17.1MiB allocated

Counts

38 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))
(+.f64 x (.f64 (.f64 y z) #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)))))

Outputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (*.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x))

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
73.5%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
70.6%	3	`y`

Compiler

Compiled 16 to 16 computations (0% saved)

regimes171.0ms (1.4%)

Memory

-4.9MiB live, 34.2MiB allocated

Counts

36 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) #s(literal -1 binary64)) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (+.f64 (/.f64 x (*.f64 t t)) (/.f64 #s(literal 1 binary64) t)))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (/.f64 (.f64 x (+.f64 t x)) (.f64 t t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) (*.f64 (/.f64 x t) (/.f64 x t))) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+.f64 (/.f64 z #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) (/.f64 x t) #s(literal 1 binary64)) t))) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (.f64 (+.f64 x t) (-.f64 x t)) (.f64 (*.f64 (-.f64 t x) (+.f64 x t)) (-.f64 x t)))) z x))

Outputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x))

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

Calls

4 calls:

137.0ms	x
11.0ms	y
11.0ms	z
11.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
67.6%	3	`z`
63.3%	2	`x`
71.2%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
67.9%	2	`y`

Compiler

Compiled 18 to 24 computations (-33.3% saved)

regimes19.0ms (0.2%)

Memory

22.4MiB live, 22.4MiB allocated

Counts

29 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t 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))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ x t) (/ x t)) (+ (/ x t) 1)) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 (/.f64 z (+.f64 t x)) (.f64 (-.f64 t x) (+.f64 t x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 z (+.f64 x t)) (*.f64 (-.f64 t x) (+.f64 x t)) x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) #s(approx (/ (+ (* (/ t x) -1) -1) x) (/.f64 (neg.f64 t) (*.f64 x x))))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 #s(literal 1 binary64) (/.f64 y t))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(approx (+ (* (/ t x) -1) -1) (/.f64 t (neg.f64 x))) x))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 x t) #s(literal 1 binary64)) t))) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x t) (*.f64 (+.f64 x t) (-.f64 t x)))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 x t) (-.f64 t x)) (.f64 y (+.f64 x t))))))

Outputs

#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x))

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

Calls

2 calls:

9.0ms	y
9.0ms	t

Results

Accuracy	Segments	Branch
65.3%	3	`t`
67.0%	2	`y`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes23.0ms (0.2%)

Memory

-55.9MiB live, 18.8MiB allocated

Counts

18 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (/.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) (-.f64 t x)))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))

Outputs

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

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

Calls

2 calls:

15.0ms	y
6.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
65.4%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
66.3%	2	`y`

Compiler

Compiled 16 to 16 computations (0% saved)

regimes4.0ms (0%)

Memory

7.4MiB live, 7.4MiB allocated

Counts

8 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) z x))
#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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))

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

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
66.3%	2	`y`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes6.0ms (0%)

Memory

8.9MiB live, 8.9MiB allocated

Counts

6 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) (neg.f64 x)) 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))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) 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

2 calls:

3.0ms	y
3.0ms	z

Results

Accuracy	Segments	Branch
65.9%	3	`z`
57.2%	1	`y`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes55.0ms (0.4%)

Memory

-23.4MiB live, 15.3MiB allocated

Counts

4 → 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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:

45.0ms	x
2.0ms	y
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	t
2.0ms	z

Results

Accuracy	Segments	Branch
23.8%	1	`y`
23.8%	1	`x`
23.8%	1	`t`
23.8%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
23.8%	1	`z`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes9.0ms (0.1%)

Memory

14.8MiB live, 14.8MiB 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 #s(approx (- t x) (neg.f64 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	t
2.0ms	z
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
18.9%	3	`t`
16.0%	2	`y`
18.2%	2	`z`
14.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
20.7%	3	`x`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes6.0ms (0%)

Memory

10.0MiB live, 10.0MiB 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	y
1.0ms	t
1.0ms	z
1.0ms	x

Results

Accuracy	Segments	Branch
14.4%	1	`y`
14.4%	1	`t`
14.4%	1	`z`
14.4%	1	`x`

Compiler

Compiled 4 to 16 computations (-300% saved)

bsearch56.0ms (0.5%)

Memory

-3.1MiB live, 35.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	2.841683566174605e-170	1.2491562611184666e-166
39.0ms	-4.8623872710814225e-101	-1.3839317962173995e-104

Samples

42.0ms	251×	0	valid
1.0ms	5×	1	valid

Compiler

Compiled 498 to 419 computations (15.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 36.0ms

ival-mult: 28.0ms (78% of total)

ival-div: 3.0ms (8.4% of total)

ival-tanh: 2.0ms (5.6% of total)

ival-add: 1.0ms (2.8% of total)

ival-sub: 1.0ms (2.8% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch47.0ms (0.4%)

Memory

2.8MiB live, 40.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
10.0ms	1.277326326511764e-80	8.730699969469619e-80
33.0ms	-1.8539221374537803e-9	-2.033546984860463e-12

Samples

15.0ms	214×	0	valid
1.0ms	10×	1	valid

Compiler

Compiled 438 to 369 computations (15.8% saved)

Precisions

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

ival-div: 3.0ms (28.9% of total)

ival-mult: 3.0ms (28.9% of total)

ival-tanh: 2.0ms (19.3% of total)

ival-add: 1.0ms (9.6% of total)

ival-sub: 1.0ms (9.6% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch49.0ms (0.4%)

Memory

-13.2MiB live, 30.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
17.0ms	1.2395326316083137e+160	2.3419854248735142e+166
28.0ms	-5.117342091075311e+174	-1.0505461899345056e+172

Samples

32.0ms	259×	0	valid
2.0ms	13×	1	valid

Compiler

Compiled 630 to 529 computations (16% saved)

Precisions

Click to see histograms. Total time spent on operations: 27.0ms

ival-sub: 15.0ms (56% of total)

ival-div: 4.0ms (14.9% of total)

ival-mult: 4.0ms (14.9% of total)

ival-tanh: 3.0ms (11.2% of total)

ival-add: 1.0ms (3.7% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch29.0ms (0.2%)

Memory

23.0MiB live, 23.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
15.0ms	239787718.68767816	315530055833273.75
10.0ms	2.940212895626456e-116	3.232280263187382e-115

Samples

16.0ms	239×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 540 to 457 computations (15.4% saved)

Precisions

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

ival-div: 3.0ms (28.7% of total)

ival-mult: 3.0ms (28.7% of total)

ival-tanh: 2.0ms (19.1% of total)

ival-sub: 1.0ms (9.6% of total)

ival-add: 1.0ms (9.6% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch46.0ms (0.4%)

Memory

-16.9MiB live, 21.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	predicate-same
1×	narrow-enough

Steps

Time	Left	Right
4.0ms	7.290049552854728	26.70433525120993
41.0ms	1.0406652029409925e-268	2.7033831512044723e-268

Samples

39.0ms	107×	0	valid
1.0ms	5×	1	valid

Compiler

Compiled 253 to 221 computations (12.6% saved)

Precisions

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

ival-div: 2.0ms (36.1% of total)

ival-mult: 2.0ms (36.1% of total)

ival-add: 1.0ms (18.1% of total)

ival-tanh: 1.0ms (18.1% of total)

adjust: 0.0ms (0% of total)

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

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

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

bsearch38.0ms (0.3%)

Memory

-15.2MiB live, 21.5MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
14.0ms	1.0746180072513622e-82	4.253042084268767e-80

Samples

9.0ms	127×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 218 to 211 computations (3.2% saved)

Precisions

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

ival-div: 2.0ms (34.7% of total)

ival-mult: 2.0ms (34.7% of total)

ival-add: 1.0ms (17.3% of total)

ival-sub: 1.0ms (17.3% of total)

ival-tanh: 1.0ms (17.3% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch1.0ms (0%)

Memory

1.6MiB live, 1.6MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	239787718.68767816	315530055833273.75

Compiler

Compiled 198 to 208 computations (-5.1% saved)

bsearch1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.0746180072513622e-82	4.253042084268767e-80

Compiler

Compiled 154 to 171 computations (-11% saved)

bsearch1.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.0746180072513622e-82	4.253042084268767e-80

Compiler

Compiled 130 to 155 computations (-19.2% saved)

bsearch35.0ms (0.3%)

Memory

34.0MiB live, 34.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	4184994.8389971857	56215025799.06547
18.0ms	-1710424.5134421913	-3.1881133626491952e-27

Samples

21.0ms

304×

valid

Compiler

Compiled 284 to 361 computations (-27.1% saved)

Precisions

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

ival-div: 4.0ms (30.8% of total)

ival-mult: 4.0ms (30.8% of total)

ival-tanh: 3.0ms (23.1% of total)

ival-sub: 1.0ms (7.7% of total)

ival-add: 1.0ms (7.7% of total)

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

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

bsearch48.0ms (0.4%)

Memory

-35.6MiB live, 45.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
24.0ms	1.3996545546479256e-31	9.842918649885141e-21
20.0ms	-2.112478153946201e+48	-8.69340256109546e+47

Samples

35.0ms	233×	0	valid
1.0ms	7×	1	valid

Compiler

Compiled 198 to 289 computations (-46% saved)

Precisions

Click to see histograms. Total time spent on operations: 23.0ms

ival-div: 15.0ms (66.3% of total)

ival-mult: 3.0ms (13.3% of total)

ival-tanh: 2.0ms (8.8% of total)

ival-sub: 1.0ms (4.4% of total)

ival-add: 1.0ms (4.4% of total)

adjust: 0.0ms (0% of total)

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

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

simplify82.0ms (0.7%)

Memory

14.2MiB live, 88.3MiB allocated

Algorithm

1×	egg-herbie

Rules

382×	`distribute-lft-neg-in-binary64-*.f64-neg.f64`
302×	`unsub-neg-binary64--.f64-neg.f64-+.f64`
232×	`neg-mul-1-binary64-*.f64-neg.f64`
188×	`neg-sub0-binary64--.f64-neg.f64`
154×	`sub-neg-binary64-neg.f64-+.f64--.f64`

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	152	1084
1	195	1081
2	246	1081
3	309	1081
4	384	1078
5	496	1078
6	676	1078
7	872	1078
8	1034	1078
9	1153	1078
10	1230	1078
11	1291	1078
12	1338	1078
13	1371	1078
14	1384	1078
15	1386	1078

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(if (<=.f64 t #s(literal -1462602470010163/5043456793138493339171717132818382567050206626619577173497381555743452386751642958261026080625269202023248382759272448 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y x) (if (<=.f64 t #s(literal 4049927195227849/33196124551047943668099262909529289208099569857939495199965258637525222491303265171197656391576830354305583092890406313459161208603294202463094998672911709496489454427212076189483008 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y x)))
(if (<=.f64 t #s(literal -870426590122533/2417851639229258349412352 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (.f64 (neg.f64 x) (/.f64 z y)))) y x) (if (<=.f64 t #s(literal 3470978933371479/133499189745056880149688856635597007162669032647290798121690100488888732861290034376435130433536 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)))
(if (<=.f64 t #s(literal -10599999999999999640820347461811756400280309748410590348007772341567657986966615479737322552391414948459488882012841733736529820377909312379486271861917056979498530659893248 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (.f64 t t) x) t)) x)) (neg.f64 x)))) z x)) (if (<=.f64 t #s(literal 12799999999999999396778938067355009023673111396077834646922929631972601886618340744831449472437313379377575687871351349886075303880678681857361572829138232803328 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))))
(if (<=.f64 y #s(literal 942707696001077/5545339388241629719156828368286167406872874150751633150340959161229242615611251246079948812208279156194782421922807143657948315648 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (.f64 t t) x) t)) x)) (neg.f64 x)))) z x)) (if (<=.f64 y #s(literal 1200000000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))))
(if (<=.f64 y #s(literal 2788156703395843/18587711355972288284975781226873757001640752520742430738197148241449258214505054669314603931201954382372484047377412163130682315569311321347385382263779932822287135505593248424283580122928721710877989947279392965075846858835973501101963736754358226037650563818176798910297066860183552 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x)) (if (<=.f64 y #s(literal 10 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x))))))
(if (<=.f64 y #s(literal 1200000000000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 z #s(literal -3170534137668829/288230376151711744 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 520000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) 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 x #s(literal -1350000000000000018627068903549525580861461757952 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) (if (<=.f64 x #s(literal 3122104327794287/178405961588244985132285746181186892047843328 binary64)) #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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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)))

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 z) (tanh.f64 (/.f64 x y)))) y x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(if (<=.f64 t #s(literal -1462602470010163/5043456793138493339171717132818382567050206626619577173497381555743452386751642958261026080625269202023248382759272448 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 z (neg.f64 x)) y))) y x) (if (<=.f64 t #s(literal 4049927195227849/33196124551047943668099262909529289208099569857939495199965258637525222491303265171197656391576830354305583092890406313459161208603294202463094998672911709496489454427212076189483008 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 z (neg.f64 x)) y))) y x)))
(if (<=.f64 t #s(literal -1462602470010163/5043456793138493339171717132818382567050206626619577173497381555743452386751642958261026080625269202023248382759272448 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (.f64 (neg.f64 x) z) y))) y x) (if (<=.f64 t #s(literal 4049927195227849/33196124551047943668099262909529289208099569857939495199965258637525222491303265171197656391576830354305583092890406313459161208603294202463094998672911709496489454427212076189483008 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (/.f64 (*.f64 (neg.f64 x) z) y))) y x)))
(if (<=.f64 t #s(literal -870426590122533/2417851639229258349412352 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (.f64 (neg.f64 x) (/.f64 z y)))) y x) (if (<=.f64 t #s(literal 3470978933371479/133499189745056880149688856635597007162669032647290798121690100488888732861290034376435130433536 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (neg.f64 x) (/.f64 z y)))) y x)))
(if (<=.f64 t #s(literal -870426590122533/2417851639229258349412352 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (.f64 (/.f64 (neg.f64 z) y) x))) y x) (if (<=.f64 t #s(literal 3470978933371479/133499189745056880149688856635597007162669032647290798121690100488888732861290034376435130433536 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z #s(approx (* (neg (tanh (/ x y))) z) (*.f64 (/.f64 (neg.f64 z) y) x))) y x)))
(if (<=.f64 t #s(literal -10599999999999999640820347461811756400280309748410590348007772341567657986966615479737322552391414948459488882012841733736529820377909312379486271861917056979498530659893248 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (.f64 t t) x) t)) x)) (neg.f64 x)))) z x)) (if (<=.f64 t #s(literal 12799999999999999396778938067355009023673111396077834646922929631972601886618340744831449472437313379377575687871351349886075303880678681857361572829138232803328 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (*.f64 t t) x) t)) x)) (neg.f64 x)))) z x))))
(if (<=.f64 t #s(literal -10599999999999999640820347461811756400280309748410590348007772341567657986966615479737322552391414948459488882012841733736529820377909312379486271861917056979498530659893248 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal -1 binary64) (/.f64 (+.f64 (/.f64 (.f64 t t) x) t) x)) x))) z x)) (if (<=.f64 t #s(literal 12799999999999999396778938067355009023673111396077834646922929631972601886618340744831449472437313379377575687871351349886075303880678681857361572829138232803328 binary64)) (fma.f64 (.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal -1 binary64) (/.f64 (+.f64 (/.f64 (*.f64 t t) x) t) x)) x))) z x))))
(if (<=.f64 y #s(literal 942707696001077/5545339388241629719156828368286167406872874150751633150340959161229242615611251246079948812208279156194782421922807143657948315648 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (+.f64 (/.f64 (.f64 t t) x) t)) x)) (neg.f64 x)))) z x)) (if (<=.f64 y #s(literal 1200000000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))))
(if (<=.f64 y #s(literal 942707696001077/5545339388241629719156828368286167406872874150751633150340959161229242615611251246079948812208279156194782421922807143657948315648 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 #s(literal -1 binary64) (/.f64 (+.f64 (/.f64 (.f64 t t) x) t) x)) x))) z x)) (if (<=.f64 y #s(literal 1200000000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (.f64 x x) t) x) t) #s(literal -1 binary64)) t))) z x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 x z)))))))
(if (<=.f64 y #s(literal 2788156703395843/18587711355972288284975781226873757001640752520742430738197148241449258214505054669314603931201954382372484047377412163130682315569311321347385382263779932822287135505593248424283580122928721710877989947279392965075846858835973501101963736754358226037650563818176798910297066860183552 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x)) (if (<=.f64 y #s(literal 10 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 (.f64 x x) t) x) t) #s(literal 1 binary64)) t))) z x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x)))))))
(if (<=.f64 y #s(literal 2788156703395843/18587711355972288284975781226873757001640752520742430738197148241449258214505054669314603931201954382372484047377412163130682315569311321347385382263779932822287135505593248424283580122928721710877989947279392965075846858835973501101963736754358226037650563818176798910297066860183552 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x)) (if (<=.f64 y #s(literal 10 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (-.f64 (/.f64 (+.f64 (/.f64 (.f64 x x) t) x) t) #s(literal -1 binary64)) t))) z x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 x z)))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 (fma.f64 t (/.f64 #s(literal -1 binary64) x) #s(literal -1 binary64)) x))) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 x z))))))
(if (<=.f64 y #s(literal 1200000000000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x))))))
(if (<=.f64 y #s(literal 1200000000000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ x t) (* (+ x t) (- t x))) (/.f64 #s(literal 1 binary64) t))) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 x z))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 z x))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (fma.f64 t z (-.f64 x (*.f64 x z))))))
(if (<=.f64 y #s(literal 7774992810752113/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 z #s(literal -3170534137668829/288230376151711744 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 520000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) 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 x #s(literal -1350000000000000018627068903549525580861461757952 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) (if (<=.f64 x #s(literal 3122104327794287/178405961588244985132285746181186892047843328 binary64)) #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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))))
(if (<=.f64 x #s(literal -1350000000000000018627068903549525580861461757952 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- t x)))) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) (if (<=.f64 x #s(literal 3122104327794287/178405961588244985132285746181186892047843328 binary64)) #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 (+ (* (/ 1 (/ (+ x t) (* (+ x t) (- 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 z t)))

soundness1.8s (14.3%)

Memory

-5.0MiB live, 1 632.5MiB allocated

Rules

15 660×	`lower-fma.f64`
15 660×	`lower-fma.f32`
14 834×	`lower-fma.f64`
14 834×	`lower-fma.f32`
9 934×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	849	27951
1	2751	22058
0	9055	21506
0	60	517
0	95	499
1	419	414
2	3580	414
0	8654	401
0	887	32649
1	2858	25070
0	9512	24469
0	439	9242
1	1484	6963
2	6149	6572
0	9192	6439
0	1395	61435
1	4643	53486
0	8721	52241
0	43	318
0	72	278
1	308	261
2	2625	261
0	9546	259
0	12	44
0	20	44
1	99	44
2	871	44
0	8208	43

Stop Event

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

Compiler

Compiled 1 051 to 631 computations (40% saved)

preprocess102.0ms (0.8%)

Memory: 9.4MiB live, 285.9MiB allocated
Remove: (abs y)
Compiler: Compiled 1 098 to 384 computations (65% saved)

end0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

start0.0ms (0%)

analyze64.0ms (0.5%)

sample1.5s (12.4%)

explain319.0ms (2.6%)

preprocess219.0ms (1.8%)

eval0.0ms (0%)

prune2.0ms (0%)

simplify231.0ms (1.9%)

localize39.0ms (0.3%)

series70.0ms (0.6%)

simplify184.0ms (1.5%)

rewrite470.0ms (3.8%)

eval189.0ms (1.5%)

prune179.0ms (1.5%)

simplify389.0ms (3.2%)

localize182.0ms (1.5%)

series258.0ms (2.1%)

simplify401.0ms (3.3%)

rewrite275.0ms (2.2%)

eval430.0ms (3.5%)

prune83.0ms (0.7%)

simplify269.0ms (2.2%)

localize355.0ms (2.9%)

series177.0ms (1.4%)

simplify389.0ms (3.2%)

rewrite238.0ms (1.9%)

eval202.0ms (1.6%)

prune349.0ms (2.8%)

simplify176.0ms (1.4%)

localize169.0ms (1.4%)

series147.0ms (1.2%)

simplify353.0ms (2.9%)

rewrite236.0ms (1.9%)

eval218.0ms (1.8%)

prune77.0ms (0.6%)

regimes159.0ms (1.3%)

regimes180.0ms (1.5%)

regimes116.0ms (0.9%)

regimes49.0ms (0.4%)

regimes105.0ms (0.9%)

regimes207.0ms (1.7%)

regimes25.0ms (0.2%)

regimes171.0ms (1.4%)

regimes19.0ms (0.2%)

regimes23.0ms (0.2%)

regimes4.0ms (0%)

regimes6.0ms (0%)

regimes55.0ms (0.4%)

regimes9.0ms (0.1%)

regimes6.0ms (0%)

bsearch56.0ms (0.5%)

bsearch47.0ms (0.4%)

bsearch49.0ms (0.4%)

bsearch29.0ms (0.2%)

bsearch46.0ms (0.4%)

bsearch38.0ms (0.3%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch35.0ms (0.3%)

bsearch48.0ms (0.4%)

simplify82.0ms (0.7%)

soundness1.8s (14.3%)

preprocess102.0ms (0.8%)

end0.0ms (0%)

Profiling