Metrics for SynthBasics:moogVCF from YampaSynth-0.2

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze91.0ms (0.9%)

Memory

27.9MiB live, 71.8MiB 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)

sample1.1s (10.7%)

Memory

15.7MiB live, 1 179.1MiB allocated

Samples

734.0ms	8 037×	0	valid
34.0ms	219×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 538.0ms

ival-div: 204.0ms (37.9% of total)

ival-mult: 125.0ms (23.2% of total)

ival-tanh: 118.0ms (21.9% of total)

ival-sub: 40.0ms (7.4% of total)

ival-add: 38.0ms (7.1% of total)

ival-true: 6.0ms (1.1% of total)

adjust: 4.0ms (0.7% of total)

ival-assert: 3.0ms (0.6% of total)

Bogosity

explain171.0ms (1.6%)

Memory

3.5MiB live, 288.2MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
10	-	-	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
0	-	-	`(/.f64 x y)`
0	-	-	`(/.f64 t y)`
0	-	-	`t`
0	-	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	-	-	`(tanh.f64 (/.f64 x y))`
0	-	-	`z`
0	-	-	`(tanh.f64 (/.f64 t y))`
0	-	-	`y`
0	-	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	-	-	`(*.f64 y z)`
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**	7	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	1	0
↳	`(*.f64 y z)`	overflow	21
↳	`(/.f64 t y)`	underflow	34
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	55
↳	`(tanh.f64 (/.f64 x y))`	underflow	27
↳	`(/.f64 x y)`	underflow	27
↳	`(tanh.f64 (/.f64 t y))`	underflow	34
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	1	0

Confusion

	Predicted +	Predicted -
+	9	0
-	0	247

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	9	0	0
-	0	0	247

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	247
1	9

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

63.0ms	414×	0	valid
20.0ms	84×	2	valid
2.0ms	14×	1	valid

Compiler

Compiled 139 to 40 computations (71.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 37.0ms

ival-div: 10.0ms (27% of total)

ival-tanh: 9.0ms (24.3% of total)

ival-mult: 7.0ms (18.9% of total)

ival-sub: 3.0ms (8.1% of total)

adjust: 3.0ms (8.1% of total)

ival-add: 3.0ms (8.1% of total)

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

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

preprocess405.0ms (3.8%)

Memory

-51.2MiB live, 262.5MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Calls

Call 1

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

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

Symmetry

(abs y)

Compiler

Compiled 19 to 12 computations (36.8% saved)

eval0.0ms (0%)

Memory: 0.6MiB live, 0.6MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 19 to 12 computations (36.8% saved)

simplify332.0ms (3.1%)

Memory

24.6MiB live, 183.3MiB 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)

localize74.0ms (0.7%)

Memory

-21.6MiB live, 55.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(tanh.f64 (/.f64 x y))
accuracy	0.0078125	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	2.4487306228048586	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

45.0ms	42×	2	valid
18.0ms	207×	0	valid
1.0ms	7×	1	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 18.0ms

ival-div: 5.0ms (28% of total)

ival-mult: 4.0ms (22.4% of total)

ival-tanh: 3.0ms (16.8% of total)

ival-sub: 2.0ms (11.2% of total)

adjust: 2.0ms (11.2% of total)

ival-add: 2.0ms (11.2% of total)

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

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

series78.0ms (0.7%)

Memory

9.2MiB live, 102.9MiB 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 x y)) (patch (tanh.f64 (/.f64 x 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 (+ 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>) () ())) ())
#s(alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor inf 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 (* 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 (.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>) () ())) ())
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#s(alt (/ x y) (taylor 0 x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y))) (taylor 0 x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
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#s(alt (* x (+ (* (pow x 2) (- (* (pow x 2) (+ (* -17/315 (/ (pow x 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (taylor 0 x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
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#s(alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor inf x) (#s(alt (.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>) () ())) ())
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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 (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt x (taylor -inf x) (#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 (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor -inf x) (#s(alt (.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>) () ())) ())
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#s(alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor -inf x) (#s(alt (.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 (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))) (taylor -inf x) (#s(alt (.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>) () ())) ())
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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>) () ())) ())
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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 (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))) (taylor -inf x) (#s(alt (tanh.f64 (/.f64 x y)) (patch (tanh.f64 (/.f64 x y)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
9.0ms	y	@	-inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)))
8.0ms	y	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)))
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 (/ x y)))
4.0ms	t	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)))
3.0ms	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 (/ x y)))

simplify215.0ms (2%)

Memory

-4.8MiB live, 189.0MiB allocated

Algorithm

1×	egg-herbie

Rules

10 022×	`lower-fma.f64`
10 022×	`lower-fma.f32`
3 896×	`lower-*.f64`
3 896×	`lower-*.f32`
3 590×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	447	9354
1	1515	7627
2	6263	7212
0	9365	7079

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

rewrite369.0ms (3.5%)

Memory

28.7MiB live, 217.5MiB 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 → 266

Calls

Call 1

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

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

eval71.0ms (0.7%)

Memory: -6.8MiB live, 115.1MiB allocated
Compiler: Compiled 20 445 to 1 579 computations (92.3% saved)

prune82.0ms (0.8%)

Memory

-27.6MiB live, 138.8MiB allocated

Pruning

10 alts after pruning (10 fresh and 0 done)

	Pruned	Kept	Total
New	432	10	442
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	433	10	443

Accuracy

100.0%

Counts

443 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	97.7%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	96.6%	(+.f64 x (/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
	41.3%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 (neg.f64 (-.f64 (/.f64 (.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64)) (.f64 y y)) x)) y)))))
▶	69.4%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
▶	52.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
▶	27.1%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (-.f64 t x) z (/.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64)) (neg.f64 y)))))
	24.7%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 (.f64 x x) x)) (fma.f64 (.f64 (.f64 x x) x) #s(literal 1/3 binary64) (.f64 (.f64 t t) t)))) (/.f64 z (.f64 y y)) (*.f64 (-.f64 t x) z))))
	61.4%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (*.f64 (-.f64 t x) z)))
▶	61.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	27.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (-.f64 (fma.f64 (-.f64 t x) z x) (/.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64)) y)))

Compiler

Compiled 510 to 284 computations (44.3% saved)

simplify274.0ms (2.6%)

Memory

36.1MiB live, 180.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
cost-diff	64	(fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64))
cost-diff	192	(fma.f64 (-.f64 t x) z (/.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64)) (neg.f64 y)))
cost-diff	512	(/.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64)) (neg.f64 y))
cost-diff	1024	(fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x))))
cost-diff	0	#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

12 510×	`lower-fma.f32`
12 498×	`lower-fma.f64`
5 932×	`lower-+.f32`
5 926×	`lower-+.f64`
4 848×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	494
0	86	488
1	176	448
2	387	418
3	1007	412
4	3219	411
0	8101	403

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

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

localize364.0ms (3.4%)

Memory

-10.2MiB live, 230.4MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
accuracy	2.4487306228048586	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
accuracy	30.156309828899946	#s(approx (tanh (/ x y)) (/.f64 x y))
accuracy	4.597593811532197	(/.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64)) (neg.f64 y))
accuracy	11.040475553345793	(fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64))
accuracy	17.062390596480203	(fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x))))
accuracy	40.398218426483176	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (-.f64 t x) z (/.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) x) (.f64 x x) (fma.f64 (.f64 (.f64 t t) t) #s(literal 1/3 binary64) (.f64 #s(literal 1/6 binary64) (.f64 (*.f64 x x) x)))) (/.f64 z y) #s(literal 0 binary64)) (neg.f64 y))))
accuracy	0.0078125	(/.f64 (-.f64 t x) y)
accuracy	0.0078125	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
accuracy	2.4487306228048586	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
accuracy	39.37804137773927	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
accuracy	0	(-.f64 t x)
accuracy	0.00390625	(fma.f64 (-.f64 t x) z x)
accuracy	24.70933630752676	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
accuracy	0.00390625	(tanh.f64 (/.f64 x y))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.3047849555869142	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
accuracy	1.2434936924930209	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)

Samples

232.0ms	207×	0	valid
31.0ms	43×	2	valid
4.0ms	5×	3	valid
1.0ms	1×	1	valid

Compiler

Compiled 400 to 41 computations (89.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 176.0ms

ival-mult: 136.0ms (77.3% of total)

ival-div: 11.0ms (6.3% of total)

ival-add: 9.0ms (5.1% of total)

const: 7.0ms (4% of total)

adjust: 6.0ms (3.4% of total)

ival-sub: 3.0ms (1.7% of total)

ival-tanh: 3.0ms (1.7% of total)

ival-neg: 1.0ms (0.6% of total)

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

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

exact: 0.0ms (0% of total)

series590.0ms (5.5%)

Memory

10.7MiB live, 217.3MiB allocated

Counts

22 → 852

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

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

Calls

12 calls:

Time	Variable		Point	Expression
167.0ms	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))) (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (/ (- t x) y) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)))
146.0ms	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))) (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (/ (- t x) y) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)))
13.0ms	z	@	0	((+ (* (* (- (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))) (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (/ (- t x) y) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)))
6.0ms	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))) (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (/ (- t x) y) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)))
5.0ms	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))) (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ x y)) (/ (- t x) y) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (tanh (/ x y)))

simplify339.0ms (3.2%)

Memory

-7.9MiB live, 532.9MiB allocated

Algorithm

1×	egg-herbie

Rules

13 766×	`lower-fma.f64`
13 766×	`lower-fma.f32`
5 708×	`lower-+.f64`
5 708×	`lower-+.f32`
5 590×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	778	38443
1	2635	29277
0	8859	28532

Stop Event

1×	iter limit
1×	node limit

Counts

852 → 832

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

rewrite232.0ms (2.2%)

Memory

23.3MiB live, 348.7MiB allocated

Rules

4 158×	`lower-/.f32`
4 148×	`lower-/.f64`
3 556×	`lower-*.f32`
3 536×	`lower-*.f64`
3 086×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	351
0	84	321
1	339	321
2	2958	321
0	8148	314

Stop Event

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

Counts

22 → 666

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

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

eval277.0ms (2.6%)

Memory: 19.9MiB live, 402.7MiB allocated
Compiler: Compiled 70 490 to 3 822 computations (94.6% saved)

prune213.0ms (2%)

Memory

16.6MiB live, 475.9MiB allocated

Pruning

30 alts after pruning (28 fresh and 2 done)

	Pruned	Kept	Total
New	1 638	27	1 665
Fresh	4	1	5
Picked	3	2	5
Done	0	0	0
Total	1 645	30	1 675

Accuracy

100.0%

Counts

1 675 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	69.4%	(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
✓	97.7%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	64.4%	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
▶	52.8%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
	52.4%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	57.9%	(fma.f64 #s(approx (* (- (tanh (/ t y)) (tanh (/ x y))) z) (/.f64 (*.f64 (neg.f64 (-.f64 t x)) (neg.f64 z)) y)) y x)
	32.2%	(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 z y))) (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 z y) x) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 z y))))))
▶	96.6%	(+.f64 x (/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
	38.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) y))))
	28.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (*.f64 y y)))))
	27.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 y (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y)))))
	38.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) y))))
	51.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
	52.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
	52.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	53.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
	33.2%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (-.f64 t x) z #s(approx (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (.f64 (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (/.f64 z (*.f64 y y))))))))
	22.1%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x))) x) (*.f64 x x)))))
▶	27.5%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
	25.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (neg.f64 (.f64 z (+.f64 x (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (*.f64 y y))))))))
	32.2%	(.f64 (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 z y) x) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 z y)))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (*.f64 z y)))))
	26.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (.f64 (fma.f64 x (+.f64 x t) (*.f64 t t)) (-.f64 t x)))) z x))
✓	61.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	41.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
	53.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 x t)) t)) z x))
	33.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 (-.f64 t x) z) z) (-.f64 t x))) (-.f64 x (*.f64 (-.f64 t x) z))))
▶	35.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	23.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
	57.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x)))
▶	14.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 1 243 to 631 computations (49.2% saved)

simplify187.0ms (1.8%)

Memory

-45.9MiB live, 211.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(fma.f64 (-.f64 t x) z x)
cost-diff	0	(*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x)))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
cost-diff	2752	(.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x))))
cost-diff	0	(.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y)))
cost-diff	0	#s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))
cost-diff	0	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y)))))
cost-diff	0	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
cost-diff	0	(/.f64 (-.f64 t x) y)
cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
cost-diff	0	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z)
cost-diff	0	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
cost-diff	0	(*.f64 t z)
cost-diff	0	#s(approx (+ (* (- t x) z) x) (*.f64 t z))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
cost-diff	0	(/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
cost-diff	0	(*.f64 z y)
cost-diff	128	(+.f64 x (/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
cost-diff	1088	(/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Rules

11 472×	`lower-fma.f32`
11 466×	`lower-fma.f64`
4 750×	`lower-*.f32`
4 730×	`lower-*.f64`
3 152×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	515
0	101	527
1	212	442
2	528	418
3	1658	412
4	7528	412
0	8179	406

Stop Event

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

Calls

Call 1

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

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

localize197.0ms (1.9%)

Memory

19.5MiB live, 254.9MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.109375	(*.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x)))
accuracy	0.4808199359959947	(/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))
accuracy	18.374349853921906	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
accuracy	23.65550547993541	(.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x))))
accuracy	6.238326580438904	(/.f64 z (*.f64 y y))
accuracy	11.096204241960699	(.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y)))
accuracy	28.360025900847404	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y)))))
accuracy	31.245173017700886	#s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))
accuracy	0.0078125	(/.f64 (-.f64 t x) y)
accuracy	0.3047849555869142	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z)
accuracy	1.2434936924930209	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
accuracy	27.34528546981788	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
accuracy	0	(*.f64 t z)
accuracy	18.374349853921906	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
accuracy	28.925254039487914	#s(approx (+ (* (- t x) z) x) (*.f64 t z))
accuracy	0.0078125	(+.f64 x (/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	0.09765625	(/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
accuracy	2.4370118728048586	(/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Samples

101.0ms	207×	0	valid
48.0ms	49×	3	exit

Compiler

Compiled 349 to 57 computations (83.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 103.0ms

ival-mult: 42.0ms (40.9% of total)

ival-div: 19.0ms (18.5% of total)

ival-add: 12.0ms (11.7% of total)

adjust: 11.0ms (10.7% of total)

const: 9.0ms (8.8% of total)

ival-tanh: 4.0ms (3.9% of total)

ival-sub: 3.0ms (2.9% of total)

ival-neg: 2.0ms (1.9% of total)

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

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

exact: 0.0ms (0% of total)

series130.0ms (1.2%)

Memory

5.0MiB live, 237.8MiB allocated

Counts

22 → 864

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
9.0ms	t	@	inf	((/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y))))) (+ x (/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))))) (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (* (* t t) t) -1/3) (/ z (* y y))) (* (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (/ 1 (+ (* (- t x) z) (neg x)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (+ (* (- t x) z) x) (- (tanh (/ t y)) (tanh (/ x y))) (/ z (* y y)) (/ 1 (+ (* (- t x) z) (neg x))))
8.0ms	t	@	-inf	((/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y))))) (+ x (/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))))) (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (* (* t t) t) -1/3) (/ z (* y y))) (* (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (/ 1 (+ (* (- t x) z) (neg x)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (+ (* (- t x) z) x) (- (tanh (/ t y)) (tanh (/ x y))) (/ z (* y y)) (/ 1 (+ (* (- t x) z) (neg x))))
8.0ms	z	@	-inf	((/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y))))) (+ x (/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))))) (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (* (* t t) t) -1/3) (/ z (* y y))) (* (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (/ 1 (+ (* (- t x) z) (neg x)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (+ (* (- t x) z) x) (- (tanh (/ t y)) (tanh (/ x y))) (/ z (* y y)) (/ 1 (+ (* (- t x) z) (neg x))))
8.0ms	y	@	-inf	((/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y))))) (+ x (/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))))) (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (* (* t t) t) -1/3) (/ z (* y y))) (* (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (/ 1 (+ (* (- t x) z) (neg x)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (+ (* (- t x) z) x) (- (tanh (/ t y)) (tanh (/ x y))) (/ z (* y y)) (/ 1 (+ (* (- t x) z) (neg x))))
6.0ms	y	@	inf	((/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y))))) (+ x (/ (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))))) (* z y) (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* t z) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (* (* t t) t) -1/3) (/ z (* y y))) (* (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (/ 1 (+ (* (- t x) z) (neg x)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (+ (* (- t x) z) x) (- (tanh (/ t y)) (tanh (/ x y))) (/ z (* y y)) (/ 1 (+ (* (- t x) z) (neg x))))

simplify337.0ms (3.2%)

Memory

5.6MiB live, 474.9MiB allocated

Algorithm

1×	egg-herbie

Rules

8 420×	`lower-fma.f64`
8 420×	`lower-fma.f32`
6 548×	`lower-*.f64`
6 548×	`lower-*.f32`
4 840×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1137	39296
1	3790	34445
0	9171	33524

Stop Event

1×	iter limit
1×	node limit

Counts

864 → 841

Calls

Call 1

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

rewrite293.0ms (2.7%)

Memory

23.0MiB live, 211.0MiB allocated

Rules

3 956×	`lower-*.f32`
3 948×	`lower-/.f32`
3 936×	`lower-*.f64`
3 934×	`lower-/.f64`
3 254×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	448
0	101	428
1	400	370
2	3565	370
0	8840	361

Stop Event

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

Counts

22 → 605

Calls

Call 1

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

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

eval483.0ms (4.5%)

Memory: -16.6MiB live, 301.1MiB allocated
Compiler: Compiled 59 563 to 3 044 computations (94.9% saved)

prune505.0ms (4.7%)

Memory

-38.8MiB live, 358.1MiB allocated

Pruning

38 alts after pruning (33 fresh and 5 done)

	Pruned	Kept	Total
New	1 431	15	1 446
Fresh	5	18	23
Picked	2	3	5
Done	0	2	2
Total	1 438	38	1 476

Accuracy

100.0%

Counts

1 476 → 38

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	69.4%	(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
✓	97.7%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	64.4%	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	35.5%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t (/.f64 y x)) (.f64 y #s(literal 1 binary64))) (.f64 y (/.f64 y x)))) z) y x)
	28.2%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 y (.f64 (/.f64 y t) x)) (*.f64 (/.f64 y t) y))) z) y x)
	52.8%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) z) y x)
	52.1%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
	52.6%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
	52.4%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
▶	57.9%	(fma.f64 #s(approx (* (- (tanh (/ t y)) (tanh (/ x y))) z) (/.f64 (*.f64 (neg.f64 (-.f64 t x)) (neg.f64 z)) y)) y x)
	32.2%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 y z) (neg.f64 x)) (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 y z) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 y z) (neg.f64 x)))))
✓	96.6%	(+.f64 x (/.f64 (*.f64 z y) (/.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
	53.3%	(+.f64 x (/.f64 (*.f64 z y) #s(approx (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 y (-.f64 t x)))))
	38.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) y))))
	28.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (*.f64 y y)))))
	38.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) y))))
	51.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
	52.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	53.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
	33.2%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (fma.f64 (-.f64 t x) z #s(approx (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y)) (.f64 (.f64 (.f64 x x) x) (.f64 #s(literal 1/3 binary64) (/.f64 z (*.f64 y y))))))))
	35.6%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (/.f64 (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) (.f64 (.f64 t t) t)) z) y) y))))
▶	22.1%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x))) x) (*.f64 x x)))))
✓	27.5%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (.f64 (.f64 t t) t) #s(literal -1/3 binary64)) (/.f64 z (*.f64 y y))))))
▶	25.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (neg.f64 (.f64 z (+.f64 x (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (*.f64 y y))))))))
	26.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (.f64 (fma.f64 x (+.f64 x t) (*.f64 t t)) (-.f64 t x)))) z x))
✓	61.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	41.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
	53.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 x t)) t)) z x))
	10.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) #s(approx (/ 1 (+ (* (- t x) z) (neg x))) (/.f64 #s(literal 1 binary64) (*.f64 t z)))))
	35.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x))) (.f64 (fma.f64 (-.f64 t x) z (neg.f64 x)) (fma.f64 (-.f64 t x) z x))) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	27.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (fma.f64 (.f64 z (fma.f64 (-.f64 #s(literal 1 binary64) z) x (neg.f64 (fma.f64 x z x)))) t (.f64 (neg.f64 (fma.f64 x z x)) (-.f64 x (*.f64 x z))))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	6.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (fma.f64 (.f64 t (fma.f64 (-.f64 #s(literal 1 binary64) z) z (.f64 (-.f64 (neg.f64 z) #s(literal 1 binary64)) z))) x (.f64 (.f64 z z) (*.f64 t t)))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	6.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (.f64 (.f64 z z) (*.f64 t t))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	28.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (.f64 (neg.f64 (fma.f64 x z x)) (-.f64 x (.f64 x z)))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	25.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (*.f64 (neg.f64 x) x)) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	23.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
▶	57.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x)))
✓	14.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 1 584 to 812 computations (48.7% saved)

simplify196.0ms (1.8%)

Memory

29.5MiB live, 181.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Rules

7 066×	`lower-fma.f32`
7 060×	`lower-fma.f64`
4 344×	`lower-*.f32`
4 322×	`lower-*.f64`
2 986×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	77	731
0	112	719
1	252	653
2	637	604
3	1920	592
4	6678	592
0	8214	581

Stop Event

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

Calls

Call 1

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

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

localize256.0ms (2.4%)

Memory

9.8MiB live, 399.0MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	11.524311554707024	(.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (*.f64 (neg.f64 x) x))) x)
accuracy	13.163794489216437	(.f64 (.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x))) x) (*.f64 x x))
accuracy	28.901015978224212	#s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x))) x) (*.f64 x x)))
accuracy	40.398218426483176	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x))) x) (*.f64 x x))))
accuracy	2.3702103415780287	(.f64 z (+.f64 x (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (*.f64 y y))))
accuracy	16.033320773244483	(/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (.f64 y y))
accuracy	28.901015978224212	#s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (neg.f64 (.f64 z (+.f64 x (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (*.f64 y y))))))
accuracy	40.398218426483176	#s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (neg.f64 (.f64 z (+.f64 x (/.f64 (.f64 (.f64 #s(literal -1/3 binary64) x) (.f64 x x)) (*.f64 y y)))))))
accuracy	0.01171875	(*.f64 (neg.f64 (-.f64 t x)) (neg.f64 z))
accuracy	1.2434936924930209	(fma.f64 #s(approx (* (- (tanh (/ t y)) (tanh (/ x y))) z) (/.f64 (*.f64 (neg.f64 (-.f64 t x)) (neg.f64 z)) y)) y x)
accuracy	4.241767339864254	(/.f64 (*.f64 (neg.f64 (-.f64 t x)) (neg.f64 z)) y)
accuracy	39.18740953032113	#s(approx (* (- (tanh (/ t y)) (tanh (/ x y))) z) (/.f64 (*.f64 (neg.f64 (-.f64 t x)) (neg.f64 z)) y))
accuracy	0	(-.f64 #s(literal 1 binary64) z)
accuracy	0.0078125	(*.f64 (-.f64 #s(literal 1 binary64) z) x)
accuracy	24.70933630752676	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x)))
accuracy	25.08816964926061	#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
accuracy	0	(tanh.f64 (/.f64 t y))
accuracy	0.01171875	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
accuracy	2.1742289172757023	(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
accuracy	30.156309828899946	#s(approx (tanh (/ x y)) (/.f64 x y))

Samples

123.0ms	207×	0	valid
59.0ms	43×	2	valid
6.0ms	5×	3	valid
1.0ms	1×	1	valid

Compiler

Compiled 419 to 66 computations (84.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 153.0ms

ival-mult: 54.0ms (35.3% of total)

ival-add: 29.0ms (19% of total)

ival-neg: 26.0ms (17% of total)

ival-div: 17.0ms (11.1% of total)

const: 10.0ms (6.5% of total)

adjust: 9.0ms (5.9% of total)

ival-sub: 4.0ms (2.6% of total)

ival-tanh: 3.0ms (2% of total)

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

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

exact: 0.0ms (0% of total)

series178.0ms (1.7%)

Memory

7.9MiB live, 400.6MiB allocated

Counts

26 → 960

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
32.0ms	z	@	0	((+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- 1 z) x) (- 1 z) (* (neg (- t x)) (neg z)) (neg (- t x)) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (neg (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y))))) (+ x (/ (* (* -1/3 x) (* x x)) (* y y))) (+ x (* (* 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)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x) (* x x)) (tanh (/ x y)) (/ (* (neg (- t x)) (neg z)) y) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (/ (* (* -1/3 x) (* x x)) (* y y)) (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y)))) (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x))
16.0ms	z	@	-inf	((+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- 1 z) x) (- 1 z) (* (neg (- t x)) (neg z)) (neg (- t x)) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (neg (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y))))) (+ x (/ (* (* -1/3 x) (* x x)) (* y y))) (+ x (* (* 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)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x) (* x x)) (tanh (/ x y)) (/ (* (neg (- t x)) (neg z)) y) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (/ (* (* -1/3 x) (* x x)) (* y y)) (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y)))) (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x))
8.0ms	z	@	inf	((+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- 1 z) x) (- 1 z) (* (neg (- t x)) (neg z)) (neg (- t x)) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (neg (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y))))) (+ x (/ (* (* -1/3 x) (* x x)) (* y y))) (+ x (* (* 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)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x) (* x x)) (tanh (/ x y)) (/ (* (neg (- t x)) (neg z)) y) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (/ (* (* -1/3 x) (* x x)) (* y y)) (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y)))) (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x))
7.0ms	x	@	-inf	((+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- 1 z) x) (- 1 z) (* (neg (- t x)) (neg z)) (neg (- t x)) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (neg (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y))))) (+ x (/ (* (* -1/3 x) (* x x)) (* y y))) (+ x (* (* 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)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x) (* x x)) (tanh (/ x y)) (/ (* (neg (- t x)) (neg z)) y) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (/ (* (* -1/3 x) (* x x)) (* y y)) (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y)))) (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x))
6.0ms	x	@	inf	((+ (* (- (tanh (/ t y)) (tanh (/ x y))) (* z y)) x) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- 1 z) x) (- 1 z) (* (neg (- t x)) (neg z)) (neg (- t x)) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (neg (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y))))) (+ x (/ (* (* -1/3 x) (* x x)) (* y y))) (+ x (* (* 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)))) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (* (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x) (* x x)) (tanh (/ x y)) (/ (* (neg (- t x)) (neg z)) y) (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (/ (* (* -1/3 x) (* x x)) (* y y)) (* z (+ x (/ (* (* -1/3 x) (* x x)) (* y y)))) (* (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x))

simplify321.0ms (3%)

Memory

9.3MiB live, 584.4MiB allocated

Algorithm

1×	egg-herbie

Rules

14 176×	`lower-fma.f64`
14 176×	`lower-fma.f32`
5 722×	`lower-+.f64`
5 722×	`lower-+.f32`
5 540×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	807	35239
1	2719	27459
0	8998	26731

Stop Event

1×	iter limit
1×	node limit

Counts

960 → 932

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

rewrite222.0ms (2.1%)

Memory

54.3MiB live, 340.1MiB allocated

Rules

4 780×	`lower-*.f32`
4 758×	`lower-*.f64`
3 976×	`lower-fma.f32`
3 970×	`lower-fma.f64`
3 494×	`lower-pow.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	77	649
0	112	579
1	473	573
2	4177	573
0	8399	552

Stop Event

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

Counts

26 → 365

Calls

Call 1

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

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

eval221.0ms (2.1%)

Memory: 3.2MiB live, 369.1MiB allocated
Compiler: Compiled 43 867 to 2 102 computations (95.2% saved)

prune172.0ms (1.6%)

Memory

-56.9MiB live, 333.3MiB allocated

Pruning

38 alts after pruning (32 fresh and 6 done)

	Pruned	Kept	Total
New	1 290	7	1 297
Fresh	3	25	28
Picked	2	3	5
Done	2	3	5
Total	1 297	38	1 335

Accuracy

100.0%

Counts

1 335 → 38

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	69.4%	(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
	69.4%	(fma.f64 (-.f64 (tanh.f64 (/.f64 #s(literal 1 binary64) (/.f64 y t))) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
✓	97.7%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	64.4%	(fma.f64 (*.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	35.5%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t (/.f64 y x)) (.f64 y #s(literal 1 binary64))) (.f64 y (/.f64 y x)))) z) y x)
	28.2%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 y (.f64 (/.f64 y t) x)) (*.f64 (/.f64 y t) y))) z) y x)
	52.8%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) z) y x)
	52.1%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 (neg.f64 x) y))) z) y x)
	52.6%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
	52.4%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	56.0%	(fma.f64 #s(approx (* (- (tanh (/ t y)) (tanh (/ x y))) z) (/.f64 #s(approx (* (neg (- t x)) (neg z)) (*.f64 (neg.f64 x) z)) y)) y x)
	50.9%	(fma.f64 #s(approx (* (- (tanh (/ t y)) (tanh (/ x y))) z) #s(approx (/ (* (neg (- t x)) (neg z)) y) (*.f64 t (/.f64 z y)))) y x)
	32.2%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 y z) (neg.f64 x)) (.f64 (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 y z) x) (fma.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 y z) (neg.f64 x)))))
	53.3%	(+.f64 x (/.f64 (*.f64 z y) #s(approx (/ 1 (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 y (-.f64 t x)))))
	38.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) y))))
	28.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 t y) (.f64 y x)) (*.f64 y y)))))
	38.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) y))))
	51.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
	52.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	53.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
✓	22.1%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 (.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 z (.f64 y y)) (/.f64 z (.f64 (neg.f64 x) x))) x) (*.f64 x x)))))
	28.7%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (.f64 #s(approx ( (+ (* 1/3 (/ z (* y y))) (/ z (* (neg x) x))) x) (fma.f64 (.f64 x (/.f64 z (.f64 y y))) #s(literal 1/3 binary64) (/.f64 (neg.f64 z) x))) (*.f64 x x)))))
	35.1%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) #s(approx (+ (* (- t x) z) (/ (+ (* (+ (* (* -1/2 x) (* x x)) (+ (* (* (* t t) t) 1/3) (* 1/6 (* (* x x) x)))) (/ z y)) 0) (neg y))) (neg.f64 (.f64 z (fma.f64 x (.f64 #s(literal -1/3 binary64) (.f64 x (/.f64 x (.f64 y y)))) x))))))
	26.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (+.f64 x t) (.f64 t t)) (.f64 (fma.f64 x (+.f64 x t) (*.f64 t t)) (-.f64 t x)))) z x))
✓	61.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	41.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (.f64 (.f64 (+.f64 x t) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 x t))) z x))
	53.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 x t)) t)) z x))
	10.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (fma.f64 (-.f64 t x) z x) (fma.f64 (-.f64 t x) z (neg.f64 x))) #s(approx (/ 1 (+ (* (- t x) z) (neg x))) (/.f64 #s(literal 1 binary64) (*.f64 t z)))))
	35.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x))) (.f64 (fma.f64 (-.f64 t x) z (neg.f64 x)) (fma.f64 (-.f64 t x) z x))) (fma.f64 (-.f64 t x) z (neg.f64 x))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	27.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (fma.f64 (.f64 z (fma.f64 (-.f64 #s(literal 1 binary64) z) x (neg.f64 (fma.f64 x z x)))) t (.f64 (neg.f64 (fma.f64 x z x)) (-.f64 x (*.f64 x z))))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	6.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (fma.f64 (.f64 t (fma.f64 (-.f64 #s(literal 1 binary64) z) z (.f64 (-.f64 (neg.f64 z) #s(literal 1 binary64)) z))) x (.f64 (.f64 z z) (*.f64 t t)))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	6.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (.f64 (.f64 z z) (*.f64 t t))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	28.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 #s(approx ( (+ (* (- t x) z) x) (+ (* (- t x) z) (neg x))) (.f64 (neg.f64 (fma.f64 x z x)) (-.f64 x (.f64 x z)))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 t x) z (neg.f64 x)))))
	23.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
✓	57.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x)))
	12.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x)))
	63.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)))
✓	14.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))

Compiler

Compiled 1 940 to 653 computations (66.3% saved)

regimes93.0ms (0.9%)

Memory

-1.8MiB live, 234.8MiB allocated

Counts

60 → 2

Calls

Call 1

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

Calls

5 calls:

19.0ms	z
18.0ms	t
18.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
17.0ms	y
16.0ms	x

Results

Accuracy	Segments	Branch
97.7%	1	`x`
99.6%	2	`y`
97.7%	1	`z`
97.7%	1	`t`
97.7%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes134.0ms (1.3%)

Memory

16.4MiB live, 170.8MiB allocated

Counts

57 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

44.0ms	t
35.0ms	y
18.0ms	x
18.0ms	z
15.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
82.3%	3	`x`
75.3%	3	`z`
81.6%	4	`t`
80.2%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
84.3%	3	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes36.0ms (0.3%)

Memory

-2.0MiB live, 79.2MiB allocated

Counts

53 → 3

Calls

Call 1

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

Outputs

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

Calls

2 calls:

17.0ms	y
16.0ms	x

Results

Accuracy	Segments	Branch
71.8%	3	`x`
82.1%	3	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes18.0ms (0.2%)

Memory

5.6MiB live, 43.9MiB allocated

Counts

52 → 2

Calls

Call 1

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

Outputs

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

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

Calls

1 calls:

15.0ms

Results

Accuracy	Segments	Branch
80.1%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes37.0ms (0.3%)

Memory

-12.5MiB live, 26.0MiB allocated

Counts

5 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

29.0ms	z
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

Results

Accuracy	Segments	Branch
65.5%	2	`z`
68.0%	3	`t`
71.9%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
71.4%	3	`y`

Compiler

Compiled 34 to 24 computations (29.4% saved)

regimes7.0ms (0.1%)

Memory

14.5MiB live, 14.5MiB allocated

Counts

4 → 2

Calls

Call 1

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

Outputs

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
69.7%	2	`y`
63.9%	1	`x`
68.5%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 29 to 20 computations (31% saved)

regimes4.0ms (0%)

Memory

6.6MiB live, 6.6MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs

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

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

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

Outputs

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

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

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
68.5%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
63.9%	1	`y`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes4.0ms (0%)

Memory

5.5MiB live, 5.5MiB allocated

Counts

2 → 3

Calls

Call 1

Inputs

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

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

Outputs

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

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

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
63.9%	1	`t`
67.4%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes29.0ms (0.3%)

Memory

-31.9MiB live, 14.3MiB 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

5 calls:

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

Results

Accuracy	Segments	Branch
14.7%	1	`t`
14.7%	1	`x`
14.7%	1	`y`
14.7%	1	`z`
14.7%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

bsearch15.0ms (0.1%)

Memory

18.5MiB live, 18.5MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
14.0ms	3.721746073681769e+203	4.0907170418145595e+206

Samples

9.0ms

128×

valid

Compiler

Compiled 270 to 171 computations (36.7% saved)

Precisions

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

ival-div: 2.0ms (35% of total)

ival-mult: 2.0ms (35% of total)

ival-sub: 1.0ms (17.5% of total)

ival-add: 1.0ms (17.5% of total)

ival-tanh: 1.0ms (17.5% of total)

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

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

bsearch27.0ms (0.3%)

Memory

5.8MiB live, 42.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
18.0ms	9.034408820069416e+129	3.477338811172815e+138
7.0ms	5.724785108302807e-146	8.09269972176798e-146

Samples

17.0ms	204×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 421 to 253 computations (39.9% saved)

Precisions

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

ival-div: 3.0ms (25.1% of total)

ival-sub: 3.0ms (25.1% of total)

ival-mult: 3.0ms (25.1% of total)

ival-tanh: 2.0ms (16.7% of total)

ival-add: 1.0ms (8.4% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch26.0ms (0.2%)

Memory

4.3MiB live, 41.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
10.0ms	8.75418749924942e+170	3.892029875787237e+171
13.0ms	261551.77324232648	1536435.6214831746

Samples

16.0ms	189×	0	valid
1.0ms	3×	1	valid

Compiler

Compiled 388 to 235 computations (39.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-div: 3.0ms (34.1% of total)

ival-mult: 3.0ms (34.1% of total)

ival-tanh: 2.0ms (22.7% of total)

ival-sub: 1.0ms (11.4% of total)

ival-add: 1.0ms (11.4% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch36.0ms (0.3%)

Memory

-16.4MiB live, 19.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
34.0ms	1536435.6214831746	6168009.592329155

Samples

7.0ms	91×	0	valid
1.0ms	5×	1	valid

Compiler

Compiled 160 to 103 computations (35.6% saved)

Precisions

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

ival-div: 1.0ms (21.3% of total)

ival-mult: 1.0ms (21.3% of total)

ival-tanh: 1.0ms (21.3% of total)

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

adjust: 0.0ms (0% of total)

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

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

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

bsearch0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.1884869752271817e+304	+inf
0.0ms	-inf	-2.5673128564016474e+299

Compiler

Compiled 22 to 19 computations (13.6% saved)

bsearch8.0ms (0.1%)

Memory

11.9MiB live, 11.9MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
7.0ms	1536435.6214831746	6168009.592329155

Samples

4.0ms	61×	0	valid
0.0ms	3×	1	valid

Compiler

Compiled 160 to 109 computations (31.9% saved)

Precisions

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

ival-div: 1.0ms (31.2% of total)

ival-mult: 1.0ms (31.2% of total)

ival-tanh: 1.0ms (31.2% of total)

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

adjust: 0.0ms (0% of total)

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

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

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

bsearch0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.1884869752271817e+304	+inf
0.0ms	-inf	-2.5673128564016474e+299

Compiler

Compiled 22 to 19 computations (13.6% saved)

bsearch0.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.1884869752271817e+304	+inf
0.0ms	-inf	-2.5673128564016474e+299

Compiler

Compiled 22 to 19 computations (13.6% saved)

simplify10.0ms (0.1%)

Memory

18.0MiB live, 18.0MiB allocated

Algorithm

1×	egg-herbie

Rules

26×	`*-commutative_binary64`
20×	`+-commutative_binary64`
18×	`sub-neg_binary64`
8×	`neg-sub0_binary64`
8×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	88	718
1	112	718
2	125	718
3	132	718
4	135	718

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal 55000000000000000356943399051191356440197828635684808547448924460261488976664615915289618893443131659157361250719464271712091659089875303171934820184417449127493194427949401663576131022232274294504501018624 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.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 t x) z x)))
(if (<=.f64 y #s(literal 8997827589086393/112472844863579909570263462692149546471742427957547915827518889315295939516787196757976017152597271428748022765838022378080206651387357492225212879521629096378368 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) (if (<=.f64 y #s(literal 9599999999999999891790019890114281654704576428558324886846458868091315162000230284556202619264227242504077307986891026066905306557841408 binary64)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (.f64 z y) x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))))
(if (<=.f64 y #s(literal 470000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) (if (<=.f64 y #s(literal 1619999999999999929725473439625760814871128095683213910719198378767556836393151879388472823507524620622035898410496030937961406930617236572935900511607107713033438467457024 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 t x) z x))))
(if (<=.f64 y #s(literal 1980000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
(if (<=.f64 y #s(literal 2250000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x)))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) 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 t z)))

Outputs
(if (<=.f64 y #s(literal 55000000000000000356943399051191356440197828635684808547448924460261488976664615915289618893443131659157361250719464271712091659089875303171934820184417449127493194427949401663576131022232274294504501018624 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.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 t x) z x)))
(if (<=.f64 y #s(literal 55000000000000000356943399051191356440197828635684808547448924460261488976664615915289618893443131659157361250719464271712091659089875303171934820184417449127493194427949401663576131022232274294504501018624 binary64)) (fma.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 y #s(literal 8997827589086393/112472844863579909570263462692149546471742427957547915827518889315295939516787196757976017152597271428748022765838022378080206651387357492225212879521629096378368 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) (if (<=.f64 y #s(literal 9599999999999999891790019890114281654704576428558324886846458868091315162000230284556202619264227242504077307986891026066905306557841408 binary64)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (.f64 z y) x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))))
(if (<=.f64 y #s(literal 470000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) (if (<=.f64 y #s(literal 1619999999999999929725473439625760814871128095683213910719198378767556836393151879388472823507524620622035898410496030937961406930617236572935900511607107713033438467457024 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 t x) z x))))
(if (<=.f64 y #s(literal 1980000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
(if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
(if (<=.f64 y #s(literal 2250000 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 #s(literal 1 binary64) z) x))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x)))))
(if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 z t))) (if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x)))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 t z))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))))
(if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 z t))) (if (<=.f64 (+.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 19999999999999998785071050110729243720080574440234649906381543142646409126026467805686618514881015496873712236112324345157434387485272061060471597681733765549974602883364022082135420506324881811687439605097103198153279365101643665319098224539215899610692069837325144812815208761691919724149808696276287488 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 t z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))

soundness977.0ms (9.2%)

Memory

-30.2MiB live, 731.2MiB allocated

Rules

14 176×	`lower-fma.f64`
14 176×	`lower-fma.f32`
13 766×	`lower-fma.f64`
13 766×	`lower-fma.f32`
10 022×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	807	35239
1	2719	27459
0	8998	26731
0	49	351
0	84	321
1	339	321
2	2958	321
0	8148	314
0	778	38443
1	2635	29277
0	8859	28532
0	447	9354
1	1515	7627
2	6263	7212
0	9365	7079
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×	node limit
1×	iter limit
1×	node limit
1×	iter limit
1×	iter limit
1×	node limit

Compiler

Compiled 737 to 323 computations (56.2% saved)

preprocess185.0ms (1.7%)

Memory: 29.8MiB live, 146.3MiB allocated
Compiler: Compiled 792 to 232 computations (70.7% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze91.0ms (0.9%)

sample1.1s (10.7%)

explain171.0ms (1.6%)

preprocess405.0ms (3.8%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify332.0ms (3.1%)

localize74.0ms (0.7%)

series78.0ms (0.7%)

simplify215.0ms (2%)

rewrite369.0ms (3.5%)

eval71.0ms (0.7%)

prune82.0ms (0.8%)

simplify274.0ms (2.6%)

localize364.0ms (3.4%)

series590.0ms (5.5%)

simplify339.0ms (3.2%)

rewrite232.0ms (2.2%)

eval277.0ms (2.6%)

prune213.0ms (2%)

simplify187.0ms (1.8%)

localize197.0ms (1.9%)

series130.0ms (1.2%)

simplify337.0ms (3.2%)

rewrite293.0ms (2.7%)

eval483.0ms (4.5%)

prune505.0ms (4.7%)

simplify196.0ms (1.8%)

localize256.0ms (2.4%)

series178.0ms (1.7%)

simplify321.0ms (3%)

rewrite222.0ms (2.1%)

eval221.0ms (2.1%)

prune172.0ms (1.6%)

regimes93.0ms (0.9%)

regimes134.0ms (1.3%)

regimes36.0ms (0.3%)

regimes18.0ms (0.2%)

regimes37.0ms (0.3%)

regimes7.0ms (0.1%)

regimes4.0ms (0%)

regimes4.0ms (0%)

regimes29.0ms (0.3%)

bsearch15.0ms (0.1%)

bsearch27.0ms (0.3%)

bsearch26.0ms (0.2%)

bsearch36.0ms (0.3%)

bsearch0.0ms (0%)

bsearch8.0ms (0.1%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

simplify10.0ms (0.1%)

soundness977.0ms (9.2%)

preprocess185.0ms (1.7%)

end0.0ms (0%)

Profiling