Metrics for SynthBasics:moogVCF from YampaSynth-0.2

analyze114.0ms (1%)

Memory

-2.5MiB live, 113.4MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

sample1.5s (12.1%)

Memory

-14.0MiB live, 1 936.7MiB allocated

Samples

1.1s	8 021×	0	valid
38.0ms	235×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 810.0ms

ival-mult: 390.0ms (48.1% of total)

ival-div: 164.0ms (20.2% of total)

ival-tanh: 135.0ms (16.7% of total)

ival-add: 67.0ms (8.3% of total)

ival-sub: 41.0ms (5.1% of total)

ival-true: 5.0ms (0.6% of total)

adjust: 4.0ms (0.5% of total)

ival-assert: 3.0ms (0.4% of total)

Bogosity

preprocess648.0ms (5.4%)

Memory

15.1MiB live, 368.3MiB allocated

Algorithm

2×	egg-herbie

Rules

12 492×	`accelerator-lowering-fma.f32`
12 492×	`accelerator-lowering-fma.f64`
3 782×	`-lowering-.f32`
3 782×	`-lowering-.f64`
2 164×	`+-lowering-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	78	238
1	406	236
2	1196	225
3	4706	225
0	12	15
1	54	15
2	157	15
3	419	15
4	1653	15
5	6375	15
0	8390	14

Stop Event

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

Calls

Call 1

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

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

Call 2

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

Outputs
(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
(+ (neg x) (* (* y z) (- (tanh (/ t y)) (tanh (/ (neg x) y)))))
(- (* y (* z (+ (tanh (/ t y)) (tanh (/ x y))))) x)
(+ x (* (* (neg y) z) (- (tanh (/ t (neg y))) (tanh (/ x (neg y))))))
(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
(+ x (* (* y (neg z)) (- (tanh (/ t y)) (tanh (/ x y)))))
(+ x (* (* y z) (- (tanh (/ x y)) (tanh (/ t y)))))
(+ x (* (* y z) (- (tanh (/ (neg t) y)) (tanh (/ x y)))))
(- x (* y (* z (+ (tanh (/ t y)) (tanh (/ x y))))))
(neg (+ (neg x) (* (* y z) (- (tanh (/ t y)) (tanh (/ (neg x) y))))))
(- x (* y (* z (+ (tanh (/ t y)) (tanh (/ x y))))))
(neg (+ x (* (* (neg y) z) (- (tanh (/ t (neg y))) (tanh (/ x (neg y)))))))
(- (* (* y z) (- (tanh (/ x y)) (tanh (/ t y)))) x)
(neg (+ x (* (* y (neg z)) (- (tanh (/ t y)) (tanh (/ x y))))))
(- (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) x)
(neg (+ x (* (* y z) (- (tanh (/ (neg t) y)) (tanh (/ x y))))))
(- (* y (* z (+ (tanh (/ t y)) (tanh (/ x y))))) x)
(+ y (* (* x z) (- (tanh (/ t x)) (tanh (/ y x)))))
(+ z (* (* y x) (- (tanh (/ t y)) (tanh (/ z y)))))
(+ z (* (* x y) (- (tanh (/ t y)) (tanh (/ z y)))))
(+ t (* (* y z) (- (tanh (/ x y)) (tanh (/ t y)))))
(+ x (* (* z y) (- (tanh (/ t z)) (tanh (/ x z)))))
(+ x (* (* y z) (- (tanh (/ t z)) (tanh (/ x z)))))
(+ x (* (* t z) (- (tanh (/ y t)) (tanh (/ x t)))))
(+ x (* (* z t) (- (tanh (/ y t)) (tanh (/ x t)))))
(+ x (* (* y t) (- (tanh (/ z y)) (tanh (/ x y)))))
(+ x (* y (* t (- (tanh (/ z y)) (tanh (/ x y))))))

Symmetry

(abs y)

explain457.0ms (3.8%)

Memory

-11.8MiB live, 270.2MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
31	-	1	(7.342397729473124e-106 2.6957861752104326e+208 1626.9482244445153 2.226072440018917e-233)	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
1	-	0	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	-	0	-	`(/.f64 x y)`
0	-	0	-	`(/.f64 t y)`
0	-	0	-	`t`
0	-	0	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	-	0	-	`(tanh.f64 (/.f64 x y))`
0	-	0	-	`z`
0	-	0	-	`(tanh.f64 (/.f64 t y))`
0	-	0	-	`y`
0	-	0	-	`(*.f64 y z)`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*no**	17	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	7	0
↳	`(*.f64 y z)`	overflow	37
↳	`(/.f64 t y)`	underflow	42
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	61
↳	`(tanh.f64 (/.f64 x y))`	underflow	25
↳	`(/.f64 x y)`	underflow	25
↳	`(tanh.f64 (/.f64 t y))`	underflow	42
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	2	0
`-.f64`	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	cancellation	1	0

Confusion

	Predicted +	Predicted -
+	26	3
-	1	226

Precision

0.9629629629629629

Recall

0.896551724137931

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	26	0	3
-	1	0	226

Precision?

0.9629629629629629

Recall?

0.896551724137931

Freqs

test

number	freq
0	229
1	27

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

163.0ms	418×	0	valid
18.0ms	76×	2	valid
3.0ms	18×	1	valid

Compiler

Compiled 158 to 52 computations (67.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 33.0ms

ival-div: 10.0ms (30.2% of total)

ival-mult: 7.0ms (21.1% of total)

ival-tanh: 7.0ms (21.1% of total)

ival-sub: 3.0ms (9% of total)

adjust: 3.0ms (9% of total)

ival-add: 3.0ms (9% of total)

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

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

eval0.0ms (0%)

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

prune1.0ms (0%)

Memory

1.8MiB live, 1.8MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	89.5%	(+.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)

simplify338.0ms (2.8%)

Memory

-16.5MiB live, 558.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	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×	`accelerator-lowering-fma.f32`
12 492×	`accelerator-lowering-fma.f64`
3 782×	`-lowering-.f32`
3 782×	`-lowering-.f64`
2 164×	`+-lowering-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	58
1	54	58
2	157	58
3	419	58
4	1653	58
5	6375	58
0	8390	57

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

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

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

localize44.0ms (0.4%)

Memory

-14.3MiB live, 104.6MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
✓	accuracy	99.9%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	88.6%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

17.0ms	209×	0	valid
12.0ms	38×	2	valid
2.0ms	9×	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: 6.0ms (33.6% of total)

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

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

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

ival-sub: 1.0ms (5.6% of total)

adjust: 1.0ms (5.6% of total)

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

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

series56.0ms (0.5%)

Memory

0.1MiB live, 117.0MiB allocated

Counts

5 → 180

Calls

Call 1

Inputs
#<alt (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))>
#<alt (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))>
#<alt (* y z)>
#<alt (- (tanh (/ t y)) (tanh (/ x y)))>
#<alt (tanh (/ x y))>

Outputs
#<alt (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (+ (* x (+ 1 (* -1 z))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))>
#<alt (+ (* x (+ 1 (+ (* -1 z) (* 1/3 (/ (* (pow x 2) z) (pow y 2)))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))>
#<alt (+ (* x (+ 1 (+ (* -1 z) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 4))) (* 1/3 (/ z (pow y 2)))))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))>
#<alt x>
#<alt (* 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)))>
#<alt (* 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)))>
#<alt (* 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)))>
#<alt x>
#<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)))>
#<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)))>
#<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)))>
#<alt x>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<alt (+ x (* z (- t x)))>
#<alt (+ x (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))>
#<alt (+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2)))))>
#<alt (+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (+ (/ (* z (- (+ (* -1/2 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4)))))))) (+ (* -1/2 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4)))))))))) (pow y 3)) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2))))))>
#<alt (+ x (* -1 (* z (- (* -1 t) (* -1 x)))))>
#<alt (+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))>
#<alt (+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) (/ (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))))) y)) y))))>
#<alt (+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) (* -1 (/ (+ (* -1 (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (/ (* z (- (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (+ (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))))))) y)) y))) y))))>
#<alt x>
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#<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)))))))))>
#<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)))))))))>
#<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)))))))))>
#<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)))))))))>
#<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)))))))))>
#<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)))))))))>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))>
#<alt (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ t y)) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))>
#<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))))))>
#<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))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<alt (/ (- t x) y)>
#<alt (/ (- (+ t (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y))) (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) y)>
#<alt (/ (- (+ t (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3)))) (pow y 2))) (+ (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y)) (* 1/2 (/ (pow x 3) (pow y 2)))))) (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (+ (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)) (* 1/2 (/ (pow t 3) (pow y 2))))))) y)>
#<alt (/ (- (+ t (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3)))) (pow y 2))) (+ (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y)) (* 1/2 (/ (pow x 3) (pow y 2))))))))) (+ x (+ (* -1/2 (/ (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (+ (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)) (* 1/2 (/ (pow t 3) (pow y 2)))))))))) y)>
#<alt (* -1 (/ (- (* -1 t) (* -1 x)) y))>
#<alt (* -1 (/ (- (+ (* -1 t) (* -1 (/ (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) (* -1 x)) y))>
#<alt (* -1 (/ (- (+ (* -1 t) (* -1 (/ (- (+ (* -1 (/ (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) (* -1 x)) y))>
#<alt (* -1 (/ (- (+ (* -1 t) (* -1 (/ (- (+ (* -1 (/ (- (+ (* -1 (/ (- (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (+ (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))))))))) y)) (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) (* -1 x)) y))>
#<alt (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))>
#<alt (- (+ (* -1 (/ x y)) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))>
#<alt (- (+ (* x (- (* 1/3 (/ (pow x 2) (pow y 3))) (/ 1 y))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))>
#<alt (- (+ (* x (- (* (pow x 2) (+ (* -2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<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)))))))>
#<alt (/ x y)>
#<alt (* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))>
#<alt (* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))>
#<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)))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ x y)>
#<alt (/ (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)>
#<alt (/ x y)>
#<alt (* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>

Calls

45 calls:

Time	Variable		Point	Expression
8.0ms	t	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
7.0ms	y	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	y	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	t	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	x	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))

rewrite317.0ms (2.6%)

Memory

12.5MiB live, 404.0MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 094×	`-lowering-.f32`
5 094×	`-lowering-.f64`
4 102×	`/-lowering-/.f32`
4 102×	`/-lowering-/.f64`
2 936×	`accelerator-lowering-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	44
1	91	44
2	863	44
0	8202	43

Stop Event

1×	iter limit
1×	node limit

Counts

5 → 266

Calls

Call 1

Inputs
(+ 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))

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

simplify341.0ms (2.8%)

Memory

7.7MiB live, 686.9MiB allocated

Algorithm

1×	egg-herbie

Rules

10 022×	`accelerator-lowering-fma.f32`
10 022×	`accelerator-lowering-fma.f64`
3 896×	`-lowering-.f32`
3 896×	`-lowering-.f64`
3 590×	`+-lowering-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	447	9354
1	1515	7627
2	6277	7212
0	9374	7079

Stop Event

1×	iter limit
1×	node limit

Counts

180 → 180

Calls

Call 1

Inputs
(* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ 1 (* -1 z))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
(+ (* x (+ 1 (+ (* -1 z) (* 1/3 (/ (* (pow x 2) z) (pow y 2)))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
(+ (* x (+ 1 (+ (* -1 z) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 4))) (* 1/3 (/ z (pow y 2)))))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
x
(* 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)))
(* 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)))
(* 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)))
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)))
(* -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)))
(* -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)))
x
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* z (- t x)))
(+ x (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))
(+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2)))))
(+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (+ (/ (* z (- (+ (* -1/2 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4)))))))) (+ (* -1/2 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4)))))))))) (pow y 3)) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2))))))
(+ x (* -1 (* z (- (* -1 t) (* -1 x)))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) (/ (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))))) y)) y))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) (* -1 (/ (+ (* -1 (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (/ (* z (- (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (+ (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))))))) y)) y))) y))))
x
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(* y (* 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)))))))))
(* z (+ (* 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)))))))) (/ x z)))
(* z (+ (* 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)))))))) (/ x z)))
(* z (+ (* 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)))))))) (/ x z)))
(* 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)))))))))
(* -1 (* z (+ (* -1 (* 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))))))))) (* -1 (/ x z)))))
(* -1 (* z (+ (* -1 (* 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))))))))) (* -1 (/ x z)))))
(* -1 (* z (+ (* -1 (* 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))))))))) (* -1 (/ x z)))))
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
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(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)
(/.f64 (fma.f64 #s(literal 1/2 binary64) (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) (/.f64 (.f64 x (.f64 x x)) (*.f64 y y))) x) y)
(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)
(/.f64 (fma.f64 #s(literal -1/2 binary64) (/.f64 (.f64 x (.f64 x x)) (.f64 y y)) (fma.f64 #s(literal 1/2 binary64) (+.f64 (/.f64 (-.f64 (fma.f64 #s(literal 1/4 binary64) (.f64 x (.f64 x (.f64 x x))) (.f64 (.f64 x (.f64 x (.f64 x x))) #s(literal -1/12 binary64))) (.f64 x (.f64 (.f64 x (.f64 x x)) #s(literal 1/6 binary64)))) (.f64 y (.f64 y y))) (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y))) x)) y)
(/ x y)
(/.f64 x y)
(* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))
(/.f64 x y)
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(neg.f64 (/.f64 (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) x) y))
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(/.f64 (-.f64 (/.f64 (/.f64 (-.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (/.f64 (.f64 #s(literal 1/2 binary64) (fma.f64 x (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64)) (fma.f64 #s(literal 1/4 binary64) (.f64 x (.f64 x (.f64 x x))) (.f64 (.f64 x (.f64 x (.f64 x x))) #s(literal -1/12 binary64))))) y)) y) y) x) (neg.f64 y))

eval106.0ms (0.9%)

Memory: 9.0MiB live, 121.0MiB allocated
Compiler: Compiled 20 273 to 1 580 computations (92.2% saved)

prune64.0ms (0.5%)

Memory

27.5MiB live, 141.5MiB allocated

Pruning

11 alts after pruning (11 fresh and 0 done)

	Pruned	Kept	Total
New	435	11	446
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	436	11	447

Accuracy

100.0%

Counts

447 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
▶	95.7%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	61.3%	(fma.f64 z (-.f64 t x) x)
	28.5%	(-.f64 (fma.f64 z (-.f64 t x) x) (/.f64 (fma.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 (.f64 x (*.f64 x x)) #s(literal 1/6 binary64)))) (/.f64 z y) #s(literal 0 binary64)) y))
	59.4%	(+.f64 x (.f64 (.f64 y z) (fma.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64))))) (neg.f64 (tanh.f64 (/.f64 x y))))))
	55.9%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))))))
▶	45.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
▶	61.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
	32.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (/.f64 (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) x) y)))))
	51.2%	(.f64 (-.f64 (pow.f64 (.f64 (.f64 y z) (-.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 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (neg.f64 x))))
▶	58.4%	x

Compiler

Compiled 562 to 308 computations (45.2% saved)

simplify314.0ms (2.6%)

Memory

-14.0MiB live, 509.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 16 expressions of interest:

New	Metric	Score	Program
✓	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 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
✓	cost-diff	0	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	cost-diff	384	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))
✓	cost-diff	0	(/.f64 (-.f64 t x) y)
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
✓	cost-diff	1024	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	cost-diff	0	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)
✓	cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)

Rules

9 928×	`accelerator-lowering-fma.f32`
9 928×	`accelerator-lowering-fma.f64`
3 374×	`-lowering-.f32`
3 374×	`-lowering-.f64`
3 100×	`+-lowering-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	193
1	82	193
2	220	193
3	645	193
4	2289	185
0	8030	181

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

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

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

localize155.0ms (1.3%)

Memory

-12.6MiB live, 219.9MiB allocated

Localize:

Found 16 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.9%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
✓	accuracy	97.9%	(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	accuracy	78.6%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))
✓	accuracy	100.0%	(*.f64 y z)
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
✓	accuracy	73.5%	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.9%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	94.4%	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)

Samples

42.0ms	209×	0	valid
21.0ms	40×	2	valid
2.0ms	3×	3	valid
1.0ms	4×	1	valid

Compiler

Compiled 193 to 25 computations (87% saved)

Precisions

Click to see histograms. Total time spent on operations: 39.0ms

ival-mult: 13.0ms (33.1% of total)

ival-div: 7.0ms (17.8% of total)

ival-sub: 6.0ms (15.3% of total)

ival-add: 6.0ms (15.3% of total)

adjust: 4.0ms (10.2% of total)

ival-tanh: 4.0ms (10.2% of total)

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

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

series61.0ms (0.5%)

Memory

3.9MiB live, 114.4MiB allocated

Counts

14 → 552

Calls

Call 1

Inputs
#<alt (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) y) z) x)>
#<alt (* (- (tanh (/ t y)) (tanh (/ x y))) y)>
#<alt (- (tanh (/ t y)) (tanh (/ x y)))>
#<alt (tanh (/ t y))>
#<alt (* (* y z) (/ (- t x) y))>
#<alt (+ x (* (* y z) (/ (- t x) y)))>
#<alt (* y z)>
#<alt (/ (- t x) y)>
#<alt (* (* y z) (- (tanh (/ t y)) (/ x y)))>
#<alt (+ x (* (* y z) (- (tanh (/ t y)) (/ x y))))>
#<alt (- (tanh (/ t y)) (/ x y))>
#<alt (+ (* (* z (- (tanh (/ t y)) (tanh (/ x y)))) y) x)>
#<alt (* z (- (tanh (/ t y)) (tanh (/ x y))))>
#<alt (tanh (/ x y))>

Outputs
#<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)))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<alt x>
#<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))))))))))>
#<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))))))))))>
#<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))))))))))>
#<alt (+ x (* z (- t x)))>
#<alt (+ x (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))>
#<alt (+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2)))))>
#<alt (+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (+ (/ (* z (- (+ (* -1/2 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4)))))))) (+ (* -1/2 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4)))))))))) (pow y 3)) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2))))))>
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#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))>
#<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))>
#<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))))))))>
#<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))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (/ (* z (- t x)) y)>
#<alt (/ (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)) y)>
#<alt (/ (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2)))) y)>
#<alt (/ (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (+ (/ (* z (- (+ (* -1/2 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4)))))))) (+ (* -1/2 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4)))))))))) (pow y 3)) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2))))) y)>
#<alt (* -1 (/ (* z (- (* -1 t) (* -1 x))) y))>
#<alt (* -1 (/ (+ (* -1 (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)) (* z (- (* -1 t) (* -1 x)))) y))>
#<alt (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))))) y)) (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) y)) (* z (- (* -1 t) (* -1 x)))) y))>
#<alt (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* z (- (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (+ (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))))))) y)) (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) y)) (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) y)) (* z (- (* -1 t) (* -1 x)))) y))>
#<alt (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))>
#<alt (+ (* -1 (/ (* x z) y)) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (+ (* x (+ (* -1 (/ z y)) (* 1/3 (/ (* (pow x 2) z) (pow y 3))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (+ (* x (+ (* -1 (/ z y)) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 5))) (* 1/3 (/ z (pow y 3))))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (/ x y)>
#<alt (* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))>
#<alt (* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))>
#<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)))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ x y)>
#<alt (/ (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)>
#<alt (/ x y)>
#<alt (* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>

Calls

138 calls:

Time	Variable		Point	Expression
8.0ms	t	@	0	(* (* y z) (- (tanh (/ t y)) (/ x y)))
3.0ms	y	@	0	(* (* y z) (- (tanh (/ t y)) (/ x y)))
2.0ms	y	@	-inf	(+ (* (* z (- (tanh (/ t y)) (tanh (/ x y)))) y) x)
1.0ms	y	@	-inf	(* (- (tanh (/ t y)) (tanh (/ x y))) y)
1.0ms	y	@	inf	(* (* y z) (- (tanh (/ t y)) (/ x y)))

rewrite366.0ms (3%)

Memory

41.3MiB live, 632.8MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 074×	`/-lowering-/.f32`
5 074×	`/-lowering-/.f64`
3 674×	`accelerator-lowering-fma.f32`
3 674×	`accelerator-lowering-fma.f64`
3 350×	`-lowering-.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	131
1	176	131
2	1731	131
0	8106	127

Stop Event

1×	iter limit
1×	node limit

Counts

14 → 532

Calls

Call 1

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

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

simplify621.0ms (5.2%)

Memory

-9.2MiB live, 1 042.6MiB allocated

Algorithm

1×	egg-herbie

Rules

16 898×	`accelerator-lowering-fma.f32`
16 898×	`accelerator-lowering-fma.f64`
5 692×	`+-lowering-+.f64`
5 692×	`+-lowering-+.f32`
5 268×	`-lowering-.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	788	20446
1	2618	15756
0	9220	15364

Stop Event

1×	iter limit
1×	node limit

Counts

552 → 552

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))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
x
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* z (- t x)))
(+ x (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))
(+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2)))))
(+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (+ (/ (* z (- (+ (* -1/2 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4)))))))) (+ (* -1/2 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4)))))))))) (pow y 3)) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2))))))
(+ x (* -1 (* z (- (* -1 t) (* -1 x)))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y)))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) (/ (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))))) y)) y))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))))) (* -1 (/ (+ (* -1 (* z (- (+ (* -1/2 (pow x 3)) (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))) (+ (* -1/2 (pow t 3)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (/ (* z (- (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (+ (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))))))) y)) y))) y))))
(* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ 1 (* -1 z))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
(+ (* x (+ 1 (+ (* -1 z) (* 1/3 (/ (* (pow x 2) z) (pow y 2)))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
(+ (* x (+ 1 (+ (* -1 z) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 4))) (* 1/3 (/ z (pow y 2)))))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
x
(* 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)))
(* 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)))
(* 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)))
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)))
(* -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)))
(* -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)))
x
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(* y (* 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)))))))))
(* z (+ (* 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)))))))) (/ x z)))
(* z (+ (* 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)))))))) (/ x z)))
(* z (+ (* 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)))))))) (/ x z)))
(* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)
(/ x y)
(* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))

Outputs
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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x
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(+ x (* z (- t x)))
(fma.f64 z (-.f64 t x) x)
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(fma.f64 z (+.f64 t (-.f64 (/.f64 #s(literal 0 binary64) y) x)) x)
(+ x (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2))))) y) (/ (* z (- (+ (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow x 3))) (+ (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow t 3))))) (pow y 2)))))
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(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 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 x (neg.f64 y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 y)))))
(/ x y)
(/.f64 x y)
(/ (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y)
(/.f64 (+.f64 x (/.f64 #s(literal 0 binary64) y)) y)
(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)
(/.f64 (+.f64 x (.f64 #s(literal 1/2 binary64) (-.f64 (+.f64 (/.f64 (.f64 (.f64 x x) (.f64 x #s(literal 1/3 binary64))) (.f64 y y)) (/.f64 #s(literal 0 binary64) y)) (/.f64 (.f64 x (.f64 x x)) (.f64 y y))))) y)
(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)
(/.f64 (+.f64 x (fma.f64 #s(literal 1/2 binary64) (+.f64 (/.f64 (-.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x (.f64 #s(literal -1/2 binary64) (.f64 x (.f64 x x)))) (.f64 (.f64 x (.f64 x (.f64 x x))) #s(literal -1/12 binary64))) (.f64 x (.f64 (.f64 x (.f64 x x)) #s(literal 1/6 binary64)))) (.f64 y (.f64 y y))) (/.f64 (.f64 (.f64 x x) (.f64 x #s(literal 1/3 binary64))) (.f64 y y))) (-.f64 (/.f64 #s(literal 0 binary64) y) (fma.f64 x (.f64 (/.f64 (fma.f64 x (.f64 #s(literal 1/2 binary64) (.f64 x x)) (.f64 #s(literal -1/2 binary64) (.f64 x (.f64 x x)))) (.f64 y (.f64 y y))) #s(literal -1/2 binary64)) (fma.f64 #s(literal 1/2 binary64) (/.f64 (.f64 x (.f64 x x)) (.f64 y y)) (/.f64 #s(literal 0 binary64) (.f64 y (*.f64 y y)))))))) y)
(/ x y)
(/.f64 x y)
(* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))
(/.f64 (+.f64 x (/.f64 #s(literal 0 binary64) y)) y)
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(/.f64 (-.f64 (neg.f64 x) (/.f64 (/.f64 (.f64 (.f64 x x) (*.f64 x #s(literal 1/3 binary64))) (neg.f64 y)) y)) (neg.f64 y))
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(/.f64 (-.f64 (neg.f64 x) (/.f64 (/.f64 (+.f64 (/.f64 (+.f64 (fma.f64 #s(literal 1/2 binary64) (fma.f64 x (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64)) (fma.f64 #s(literal -1/2 binary64) (.f64 x (.f64 #s(literal -1/2 binary64) (.f64 x (.f64 x x)))) (.f64 (.f64 x (.f64 x (.f64 x x))) #s(literal -1/12 binary64)))) #s(literal 0 binary64)) (.f64 #s(literal -1/2 binary64) (.f64 x (fma.f64 x (.f64 #s(literal 1/2 binary64) (.f64 x x)) (.f64 #s(literal -1/2 binary64) (.f64 x (.f64 x x))))))) (neg.f64 y)) (.f64 (.f64 x x) (*.f64 x #s(literal 1/3 binary64)))) (neg.f64 y)) y)) (neg.f64 y))

eval207.0ms (1.7%)

Memory: 11.0MiB live, 399.5MiB allocated
Compiler: Compiled 46 701 to 3 142 computations (93.3% saved)

prune167.0ms (1.4%)

Memory

-6.9MiB live, 421.0MiB allocated

Pruning

28 alts after pruning (26 fresh and 2 done)

	Pruned	Kept	Total
New	1 334	24	1 358
Fresh	4	2	6
Picked	3	2	5
Done	0	0	0
Total	1 341	28	1 369

Accuracy

100.0%

Counts

1 369 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.4%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
	45.5%	(fma.f64 (/.f64 (-.f64 t x) y) (*.f64 y z) x)
	17.2%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	32.2%	(fma.f64 (/.f64 z (/.f64 y (*.f64 (+.f64 t x) (-.f64 t x)))) (/.f64 y (+.f64 t x)) x)
	61.3%	(fma.f64 (-.f64 t x) z x)
	63.3%	(fma.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (*.f64 #s(literal -2 binary64) t) y)))) (neg.f64 (tanh.f64 (/.f64 x y)))) y) z x)
	51.5%	(fma.f64 (.f64 (-.f64 (/.f64 (-.f64 (neg.f64 t) (/.f64 (neg.f64 (/.f64 (.f64 (.f64 t (.f64 t t)) #s(literal 1/3 binary64)) y)) y)) (neg.f64 y)) (tanh.f64 (/.f64 x y))) y) z x)
	65.8%	(fma.f64 (*.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z x)
▶	67.3%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
	40.2%	(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (.f64 x (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 x x) (.f64 y (*.f64 y y))) (/.f64 #s(literal 1 binary64) y)))) y) z x)
✓	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
	50.3%	(fma.f64 (*.f64 z (/.f64 (-.f64 t x) y)) y x)
	44.7%	(fma.f64 (.f64 z (-.f64 (.f64 t (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t t) (.f64 y (*.f64 y y))) (/.f64 #s(literal 1 binary64) y))) (tanh.f64 (/.f64 x y)))) y x)
	50.6%	(fma.f64 (.f64 y (.f64 z (-.f64 t x))) (/.f64 #s(literal 1 binary64) y) x)
	54.9%	(fma.f64 x (fma.f64 t (/.f64 z x) (neg.f64 z)) x)
	55.2%	(fma.f64 x (neg.f64 z) x)
	28.5%	(-.f64 (fma.f64 z (-.f64 t x) x) (/.f64 (fma.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 (.f64 x (*.f64 x x)) #s(literal 1/6 binary64)))) (/.f64 z y) #s(literal 0 binary64)) y))
▶	49.1%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x))))))
	55.9%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))))))
	28.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y (+.f64 t x)))))
	31.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))))
	43.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 x (neg.f64 y))))
▶	50.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
	54.7%	(+.f64 x (*.f64 z t))
	47.7%	(*.f64 z (-.f64 (+.f64 t (/.f64 x z)) x))
	27.5%	(*.f64 z (-.f64 t x))
▶	13.4%	(*.f64 z t)
✓	58.4%	x

Compiler

Compiled 1 093 to 621 computations (43.2% saved)

simplify330.0ms (2.7%)

Memory

-39.9MiB live, 314.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
✓	cost-diff	704	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y)
✓	cost-diff	128	(neg.f64 (-.f64 t x))
✓	cost-diff	128	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x))))))
✓	cost-diff	448	(/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x))))
✓	cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x)))))
✓	cost-diff	0	(/.f64 t y)
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
✓	cost-diff	1024	(.f64 (.f64 y z) (/.f64 t y))
✓	cost-diff	0	(*.f64 z t)
✓	cost-diff	0	(/.f64 t y)
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
✓	cost-diff	320	(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))

Rules

4 824×	`accelerator-lowering-fma.f32`
4 824×	`accelerator-lowering-fma.f64`
3 220×	`-lowering-.f32`
3 220×	`-lowering-.f64`
1 648×	`/-lowering-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	30	195
1	109	191
2	368	172
3	1463	165
4	6106	163
0	8214	159

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

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

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

localize160.0ms (1.3%)

Memory

21.9MiB live, 138.5MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	accuracy	83.7%	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y)
✓	accuracy	100.0%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x))))))
✓	accuracy	99.5%	(/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x)))))
✓	accuracy	90.5%	(.f64 (.f64 y z) (neg.f64 (-.f64 t x)))
✓	accuracy	82.4%	(/.f64 (neg.f64 y) (.f64 (.f64 y z) (neg.f64 (-.f64 t x))))
✓	accuracy	100.0%	(/.f64 t y)
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
✓	accuracy	100.0%	(*.f64 y z)
✓	accuracy	71.6%	(.f64 (.f64 y z) (/.f64 t y))
✓	accuracy	100.0%	(*.f64 z t)
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	96.9%	(fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y))
✓	accuracy	89.3%	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)

Samples

102.0ms	212×	0	valid
14.0ms	34×	1	valid
6.0ms	9×	2	valid
2.0ms	1×	5	exit

Compiler

Compiled 201 to 32 computations (84.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 97.0ms

ival-add: 54.0ms (55.4% of total)

ival-mult: 22.0ms (22.6% of total)

ival-div: 8.0ms (8.2% of total)

ival-tanh: 4.0ms (4.1% of total)

adjust: 3.0ms (3.1% of total)

ival-neg: 3.0ms (3.1% of total)

ival-sub: 3.0ms (3.1% of total)

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

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

exact: 0.0ms (0% of total)

series191.0ms (1.6%)

Memory

-15.0MiB live, 98.7MiB allocated

Counts

18 → 648

Calls

Call 1

Inputs
#<alt (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y))>
#<alt (+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x)>
#<alt (tanh (/ t y))>
#<alt (/ t y)>
#<alt (* z t)>
#<alt (* (* y z) (/ t y))>
#<alt (+ x (* (* y z) (/ t y)))>
#<alt (* y z)>
#<alt (/ 1 (/ (neg y) (* (* y z) (neg (- t x)))))>
#<alt (/ (neg y) (* (* y z) (neg (- t x))))>
#<alt (+ x (/ 1 (/ (neg y) (* (* y z) (neg (- t x))))))>
#<alt (neg (- t x))>
#<alt (* (- (tanh (/ t y)) (/ x y)) y)>
#<alt (+ (* (* (- (tanh (/ t y)) (/ x y)) y) z) x)>
#<alt (- (tanh (/ t y)) (/ x y))>
#<alt (* (neg (tanh (/ x y))) y)>
#<alt (tanh (/ x y))>
#<alt (* (* y z) (neg (- t x)))>

Outputs
#<alt (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))>
#<alt (+ t (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))>
#<alt (+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))))>
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#<alt (* -1 x)>
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#<alt (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y)))>
#<alt (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y)))>
#<alt (/ x y)>
#<alt (* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))>
#<alt (* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))>
#<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)))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ x y)>
#<alt (/ (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)>
#<alt (/ x y)>
#<alt (* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* y (* z (- x t)))>
#<alt (* x (* y z))>
#<alt (+ (* -1 (* t (* y z))) (* x (* y z)))>
#<alt (+ (* -1 (* t (* y z))) (* x (* y z)))>
#<alt (+ (* -1 (* t (* y z))) (* x (* y z)))>
#<alt (* -1 (* t (* y z)))>
#<alt (* t (+ (* -1 (* y z)) (/ (* x (* y z)) t)))>
#<alt (* t (+ (* -1 (* y z)) (/ (* x (* y z)) t)))>
#<alt (* t (+ (* -1 (* y z)) (/ (* x (* y z)) t)))>
#<alt (* -1 (* t (* y z)))>
#<alt (* -1 (* t (+ (* -1 (/ (* x (* y z)) t)) (* y z))))>
#<alt (* -1 (* t (+ (* -1 (/ (* x (* y z)) t)) (* y z))))>
#<alt (* -1 (* t (+ (* -1 (/ (* x (* y z)) t)) (* y z))))>
#<alt (* -1 (* t (* y z)))>
#<alt (+ (* -1 (* t (* y z))) (* x (* y z)))>
#<alt (+ (* -1 (* t (* y z))) (* x (* y z)))>
#<alt (+ (* -1 (* t (* y z))) (* x (* y z)))>
#<alt (* x (* y z))>
#<alt (* x (+ (* -1 (/ (* t (* y z)) x)) (* y z)))>
#<alt (* x (+ (* -1 (/ (* t (* y z)) x)) (* y z)))>
#<alt (* x (+ (* -1 (/ (* t (* y z)) x)) (* y z)))>
#<alt (* x (* y z))>
#<alt (* -1 (* x (+ (* -1 (* y z)) (/ (* t (* y z)) x))))>
#<alt (* -1 (* x (+ (* -1 (* y z)) (/ (* t (* y z)) x))))>
#<alt (* -1 (* x (+ (* -1 (* y z)) (/ (* t (* y z)) x))))>

Calls

162 calls:

Time	Variable		Point	Expression
55.0ms	x	@	0	(/ 1 (/ (neg y) (* (* y z) (neg (- t x)))))
40.0ms	y	@	-inf	(+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y))
3.0ms	y	@	0	(+ (* (+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y)) z) x)
1.0ms	y	@	inf	(+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y))
1.0ms	y	@	0	(+ (* (tanh (/ t y)) y) (* (neg (tanh (/ x y))) y))

rewrite512.0ms (4.3%)

Memory

23.8MiB live, 563.3MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 768×	`-lowering-.f32`
5 768×	`-lowering-.f64`
4 134×	`/-lowering-/.f32`
4 134×	`/-lowering-/.f64`
2 158×	`--lowering--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	30	151
1	210	139
2	1991	139
0	8676	136

Stop Event

1×	iter limit
1×	node limit

Counts

18 → 582

Calls

Call 1

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

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

simplify564.0ms (4.7%)

Memory

16.0MiB live, 1 099.4MiB allocated

Algorithm

1×	egg-herbie

Rules

13 022×	`accelerator-lowering-fma.f32`
13 022×	`accelerator-lowering-fma.f64`
5 820×	`+-lowering-+.f64`
5 820×	`+-lowering-+.f32`
4 968×	`-lowering-.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	881	12619
1	2925	10629
0	9192	10366

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 648

Calls

Call 1

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

Outputs
(* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(/.f64 (*.f64 y (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y))))) (neg.f64 (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y))))))
(+ t (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
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(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))))
(fma.f64 y (/.f64 (neg.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y))))) (fma.f64 (.f64 t #s(literal -1/3 binary64)) (/.f64 (.f64 t t) (*.f64 y y)) t))
(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))))
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(+ (* -1 (/ (* y (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
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(* y (- (+ (* -1 (- (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ 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))))))))
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(* y (- (+ (* -1 (- (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ 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))))))))
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(+ t (* -1 x))
(-.f64 t x)
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(+ (* -1 x) (+ (* -1 (/ (- (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow x 3))) (pow y 2))) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))
(+.f64 (/.f64 (.f64 #s(literal -1/2 binary64) (-.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 x (.f64 x x)))) (*.f64 y y)) (-.f64 (/.f64 #s(literal 0 binary64) y) x))
(+ (* -1 x) (+ (* -1 (/ (- (* 1/2 (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4)))))) (+ (* -1/2 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3))))) (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))))) (pow y 3))) (+ (* -1 (/ (- (* 1/2 (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3))))) (* 1/2 (pow x 3))) (pow y 2))) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))))
(-.f64 (-.f64 (+.f64 (/.f64 #s(literal 0 binary64) y) (/.f64 (.f64 #s(literal -1/2 binary64) (-.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 x (.f64 x x)))) (.f64 y y))) (/.f64 (+.f64 (fma.f64 #s(literal 1/2 binary64) (fma.f64 (neg.f64 x) (.f64 (.f64 x (.f64 x x)) #s(literal 1/6 binary64)) (fma.f64 (.f64 (.f64 x x) (.f64 x x)) #s(literal -1/12 binary64) (.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) (.f64 (.f64 x x) #s(literal -1/2 binary64))))) (.f64 (.f64 #s(literal 1/2 binary64) x) (fma.f64 x (.f64 (.f64 x x) #s(literal 1/2 binary64)) (.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)))))) #s(literal 0 binary64)) (.f64 y (*.f64 y y)))) x)
(* -1 x)
(neg.f64 x)
(+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))
(-.f64 (/.f64 #s(literal 0 binary64) y) x)
(+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y)))
(-.f64 (/.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (*.f64 x x))) (neg.f64 y)) (neg.f64 y)) x)
(+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y)))
(-.f64 (neg.f64 x) (/.f64 (/.f64 (+.f64 (/.f64 (+.f64 (fma.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1/2 binary64) (.f64 (.f64 x x) (.f64 (.f64 x x) #s(literal -1/2 binary64))) (fma.f64 x (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64)) (.f64 (.f64 (.f64 x x) (.f64 x x)) #s(literal -1/12 binary64)))) #s(literal 0 binary64)) (.f64 (.f64 #s(literal -1/2 binary64) x) (fma.f64 x (.f64 (.f64 x x) #s(literal 1/2 binary64)) (.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)))))) (neg.f64 y)) (.f64 #s(literal 1/3 binary64) (.f64 x (*.f64 x x)))) (neg.f64 y)) y))
(/ x y)
(/.f64 x y)
(* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))
(.f64 x (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 x x) (.f64 y (.f64 y y))) (/.f64 #s(literal 1 binary64) y)))
(* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(.f64 x (fma.f64 (.f64 x x) (fma.f64 #s(literal 2/15 binary64) (/.f64 (.f64 x x) (pow.f64 y #s(literal 5 binary64))) (/.f64 #s(literal -1/3 binary64) (.f64 y (*.f64 y y)))) (/.f64 #s(literal 1 binary64) y)))
(* 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)))
(.f64 x (fma.f64 (.f64 x x) (fma.f64 (.f64 x x) (fma.f64 #s(literal -17/315 binary64) (/.f64 (.f64 x x) (pow.f64 y #s(literal 7 binary64))) (/.f64 #s(literal 2/15 binary64) (pow.f64 y #s(literal 5 binary64)))) (/.f64 #s(literal -1/3 binary64) (.f64 y (.f64 y y)))) (/.f64 #s(literal 1 binary64) y)))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(/.f64 (-.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.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 (neg.f64 (/.f64 x y)))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y)))))
(/ x y)
(/.f64 x y)
(/ (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y)
(/.f64 (+.f64 x (/.f64 #s(literal 0 binary64) y)) y)
(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)
(/.f64 (+.f64 x (+.f64 (/.f64 #s(literal 0 binary64) y) (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 x (.f64 x x)))) (*.f64 y y)))) y)
(/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)
(/.f64 (-.f64 (fma.f64 #s(literal 1/2 binary64) (+.f64 (/.f64 (fma.f64 (neg.f64 x) (.f64 (.f64 x (.f64 x x)) #s(literal 1/6 binary64)) (fma.f64 (.f64 (.f64 x x) (.f64 x x)) #s(literal -1/12 binary64) (.f64 (.f64 #s(literal -1/2 binary64) (.f64 x x)) (.f64 (.f64 x x) #s(literal -1/2 binary64))))) (.f64 y (.f64 y y))) (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y))) (+.f64 x (/.f64 #s(literal 0 binary64) y))) (fma.f64 (.f64 #s(literal -1/2 binary64) x) (/.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal 1/2 binary64)) (.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)))) (.f64 y (.f64 y y))) (fma.f64 #s(literal 1/2 binary64) (/.f64 (.f64 x (.f64 x x)) (.f64 y y)) (/.f64 #s(literal 0 binary64) (.f64 y (.f64 y y)))))) y)
(/ x y)
(/.f64 x y)
(* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))
(/.f64 (+.f64 x (/.f64 #s(literal 0 binary64) y)) y)
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(/.f64 (-.f64 (/.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (*.f64 x x))) (neg.f64 y)) (neg.f64 y)) x) (neg.f64 y))
(* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))
(/.f64 (-.f64 (neg.f64 x) (/.f64 (/.f64 (+.f64 (/.f64 (+.f64 (fma.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1/2 binary64) (.f64 (.f64 x x) (.f64 (.f64 x x) #s(literal -1/2 binary64))) (fma.f64 x (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64)) (.f64 (.f64 (.f64 x x) (.f64 x x)) #s(literal -1/12 binary64)))) #s(literal 0 binary64)) (.f64 (.f64 #s(literal -1/2 binary64) x) (fma.f64 x (.f64 (.f64 x x) #s(literal 1/2 binary64)) (.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)))))) (neg.f64 y)) (.f64 #s(literal 1/3 binary64) (.f64 x (*.f64 x x)))) (neg.f64 y)) y)) (neg.f64 y))
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* y (* z (- x t)))
(.f64 (.f64 y (-.f64 x t)) z)
(* x (* y z))
(.f64 (.f64 x z) y)
(+ (* -1 (* t (* y z))) (* x (* y z)))
(.f64 (.f64 y (-.f64 x t)) z)
(+ (* -1 (* t (* y z))) (* x (* y z)))
(.f64 (.f64 y (-.f64 x t)) z)
(+ (* -1 (* t (* y z))) (* x (* y z)))
(.f64 (.f64 y (-.f64 x t)) z)
(* -1 (* t (* y z)))
(.f64 t (.f64 y (neg.f64 z)))
(* t (+ (* -1 (* y z)) (/ (* x (* y z)) t)))
(.f64 t (fma.f64 y (neg.f64 z) (/.f64 (.f64 (*.f64 x z) y) t)))
(* t (+ (* -1 (* y z)) (/ (* x (* y z)) t)))
(.f64 t (fma.f64 y (neg.f64 z) (/.f64 (.f64 (*.f64 x z) y) t)))
(* t (+ (* -1 (* y z)) (/ (* x (* y z)) t)))
(.f64 t (fma.f64 y (neg.f64 z) (/.f64 (.f64 (*.f64 x z) y) t)))
(* -1 (* t (* y z)))
(.f64 t (.f64 y (neg.f64 z)))
(* -1 (* t (+ (* -1 (/ (* x (* y z)) t)) (* y z))))
(.f64 (neg.f64 t) (-.f64 (.f64 y z) (/.f64 (.f64 (.f64 x z) y) t)))
(* -1 (* t (+ (* -1 (/ (* x (* y z)) t)) (* y z))))
(.f64 (neg.f64 t) (-.f64 (.f64 y z) (/.f64 (.f64 (.f64 x z) y) t)))
(* -1 (* t (+ (* -1 (/ (* x (* y z)) t)) (* y z))))
(.f64 (neg.f64 t) (-.f64 (.f64 y z) (/.f64 (.f64 (.f64 x z) y) t)))
(* -1 (* t (* y z)))
(.f64 t (.f64 y (neg.f64 z)))
(+ (* -1 (* t (* y z))) (* x (* y z)))
(.f64 (.f64 y (-.f64 x t)) z)
(+ (* -1 (* t (* y z))) (* x (* y z)))
(.f64 (.f64 y (-.f64 x t)) z)
(+ (* -1 (* t (* y z))) (* x (* y z)))
(.f64 (.f64 y (-.f64 x t)) z)
(* x (* y z))
(.f64 (.f64 x z) y)
(* x (+ (* -1 (/ (* t (* y z)) x)) (* y z)))
(.f64 x (-.f64 (.f64 y z) (/.f64 (.f64 t (.f64 y z)) x)))
(* x (+ (* -1 (/ (* t (* y z)) x)) (* y z)))
(.f64 x (-.f64 (.f64 y z) (/.f64 (.f64 t (.f64 y z)) x)))
(* x (+ (* -1 (/ (* t (* y z)) x)) (* y z)))
(.f64 x (-.f64 (.f64 y z) (/.f64 (.f64 t (.f64 y z)) x)))
(* x (* y z))
(.f64 (.f64 x z) y)
(* -1 (* x (+ (* -1 (* y z)) (/ (* t (* y z)) x))))
(.f64 (neg.f64 x) (fma.f64 t (/.f64 (.f64 y z) x) (*.f64 y (neg.f64 z))))
(* -1 (* x (+ (* -1 (* y z)) (/ (* t (* y z)) x))))
(.f64 (neg.f64 x) (fma.f64 t (/.f64 (.f64 y z) x) (*.f64 y (neg.f64 z))))
(* -1 (* x (+ (* -1 (* y z)) (/ (* t (* y z)) x))))
(.f64 (neg.f64 x) (fma.f64 t (/.f64 (.f64 y z) x) (*.f64 y (neg.f64 z))))

eval197.0ms (1.6%)

Memory: -16.5MiB live, 551.2MiB allocated
Compiler: Compiled 33 699 to 3 349 computations (90.1% saved)

prune184.0ms (1.5%)

Memory

7.7MiB live, 395.9MiB allocated

Pruning

30 alts after pruning (26 fresh and 4 done)

	Pruned	Kept	Total
New	1 387	13	1 400
Fresh	8	13	21
Picked	3	2	5
Done	0	2	2
Total	1 398	30	1 428

Accuracy

100.0%

Counts

1 428 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	96.4%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
	43.8%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (.f64 x (fma.f64 #s(literal 1/3 binary64) (/.f64 (.f64 x x) (*.f64 y y)) #s(literal -1 binary64)))) z x)
▶	74.9%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x)) z x)
	45.5%	(fma.f64 (/.f64 (-.f64 t x) y) (*.f64 y z) x)
▶	17.2%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	53.9%	(fma.f64 (/.f64 #s(literal 1 binary64) (neg.f64 (/.f64 y (*.f64 y z)))) (+.f64 (neg.f64 t) x) x)
	28.2%	(fma.f64 (-.f64 (-.f64 t x) (/.f64 (/.f64 (+.f64 (neg.f64 (.f64 #s(literal 1/3 binary64) (.f64 t (.f64 t t)))) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))) (neg.f64 y)) y)) z x)
	61.3%	(fma.f64 (-.f64 t x) z x)
	63.3%	(fma.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (*.f64 #s(literal -2 binary64) t) y)))) (neg.f64 (tanh.f64 (/.f64 x y)))) y) z x)
	49.4%	(fma.f64 (*.f64 (/.f64 t y) z) y x)
	51.5%	(fma.f64 (.f64 (-.f64 (/.f64 (-.f64 (neg.f64 t) (/.f64 (neg.f64 (/.f64 (.f64 (.f64 t (.f64 t t)) #s(literal 1/3 binary64)) y)) y)) (neg.f64 y)) (tanh.f64 (/.f64 x y))) y) z x)
	65.8%	(fma.f64 (*.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z x)
✓	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
▶	47.6%	(fma.f64 (*.f64 (neg.f64 (/.f64 x y)) y) z x)
	44.7%	(fma.f64 (.f64 z (-.f64 (.f64 t (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t t) (.f64 y (*.f64 y y))) (/.f64 #s(literal 1 binary64) y))) (tanh.f64 (/.f64 x y)))) y x)
	53.3%	(fma.f64 (.f64 t (.f64 y z)) (/.f64 #s(literal 1 binary64) y) x)
	55.2%	(fma.f64 (neg.f64 x) z x)
	54.9%	(fma.f64 x (fma.f64 t (/.f64 z x) (neg.f64 z)) x)
▶	54.7%	(fma.f64 t z x)
	50.6%	(+.f64 x (/.f64 (/.f64 #s(literal -1 binary64) y) (/.f64 #s(literal -1 binary64) (.f64 y (.f64 z (-.f64 t x))))))
▶	53.3%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 y (.f64 t (.f64 y z)))))
	54.7%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 t z))))
	55.9%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))))))
	28.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y (+.f64 t x)))))
	31.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))))
	43.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 x (neg.f64 y))))
	47.7%	(*.f64 z (-.f64 (/.f64 x z) (-.f64 x t)))
	27.5%	(*.f64 z (-.f64 t x))
✓	13.4%	(*.f64 z t)
✓	58.4%	x

Compiler

Compiled 1 076 to 622 computations (42.2% saved)

simplify217.0ms (1.8%)

Memory

-5.0MiB live, 397.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(/.f64 y (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 t x)))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	1408	(/.f64 (.f64 y z) (/.f64 y (.f64 (fma.f64 t t (*.f64 x (+.f64 t x))) (-.f64 t x))))
✓	cost-diff	3136	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
✓	cost-diff	0	(.f64 t (.f64 y z))
✓	cost-diff	128	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 y (.f64 t (.f64 y z)))))
✓	cost-diff	320	(/.f64 y (.f64 t (.f64 y z)))
✓	cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 y (.f64 t (.f64 y z))))
✓	cost-diff	0	(/.f64 x y)
✓	cost-diff	0	(neg.f64 (/.f64 x y))
✓	cost-diff	0	(fma.f64 (*.f64 (neg.f64 (/.f64 x y)) y) z x)
✓	cost-diff	1024	(*.f64 (neg.f64 (/.f64 x y)) y)
✓	cost-diff	0	(fma.f64 t z x)
✓	cost-diff	0	(/.f64 t y)
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x))
✓	cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x)) z x)

Rules

4 868×	`accelerator-lowering-fma.f32`
4 868×	`accelerator-lowering-fma.f64`
3 810×	`-lowering-.f32`
3 810×	`-lowering-.f64`
2 084×	`+-lowering-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	216
1	107	214
2	307	197
3	1238	173
4	5710	173
0	8317	164

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

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

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

localize123.0ms (1%)

Memory

15.3MiB live, 172.3MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	accuracy	97.3%	(fma.f64 t t (*.f64 x (+.f64 t x)))
✓	accuracy	91.2%	(/.f64 y (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 t x)))
✓	accuracy	77.7%	(/.f64 (.f64 y z) (/.f64 y (.f64 (fma.f64 t t (*.f64 x (+.f64 t x))) (-.f64 t x))))
✓	accuracy	46.3%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
✓	accuracy	100.0%	(*.f64 y z)
✓	accuracy	99.2%	(/.f64 #s(literal 1 binary64) (/.f64 y (.f64 t (.f64 y z))))
✓	accuracy	89.8%	(.f64 t (.f64 y z))
✓	accuracy	82.9%	(/.f64 y (.f64 t (.f64 y z)))
✓	accuracy	100.0%	(fma.f64 (*.f64 (neg.f64 (/.f64 x y)) y) z x)
✓	accuracy	100.0%	(/.f64 x y)
✓	accuracy	100.0%	(neg.f64 (/.f64 x y))
✓	accuracy	78.6%	(*.f64 (neg.f64 (/.f64 x y)) y)
✓	accuracy	100.0%	(fma.f64 t z x)
✓	accuracy	100.0%	(neg.f64 x)
✓	accuracy	100.0%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x)) z x)
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	97.1%	(fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x))

Samples

72.0ms	255×	0	valid
1.0ms	1×	5	exit

Compiler

Compiled 217 to 37 computations (82.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 52.0ms

ival-mult: 15.0ms (29.1% of total)

ival-div: 11.0ms (21.4% of total)

ival-neg: 11.0ms (21.4% of total)

ival-add: 11.0ms (21.4% of total)

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

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

adjust: 0.0ms (0% of total)

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

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

exact: 0.0ms (0% of total)

series58.0ms (0.5%)

Memory

0.8MiB live, 120.0MiB allocated

Counts

19 → 624

Calls

Call 1

Inputs
#<alt (+ (* (+ (* (tanh (/ t y)) y) (neg x)) z) x)>
#<alt (+ (* (tanh (/ t y)) y) (neg x))>
#<alt (tanh (/ t y))>
#<alt (/ t y)>
#<alt (+ (* t z) x)>
#<alt (* (neg (/ x y)) y)>
#<alt (+ (* (* (neg (/ x y)) y) z) x)>
#<alt (neg (/ x y))>
#<alt (/ x y)>
#<alt (/ 1 (/ y (* t (* y z))))>
#<alt (/ y (* t (* y z)))>
#<alt (+ x (/ 1 (/ y (* t (* y z)))))>
#<alt (* t (* y z))>
#<alt (+ (* (/ (* y z) (/ y (* (+ (* t t) (* x (+ t x))) (- t x)))) (/ 1 (+ (* t t) (* x (+ t x))))) x)>
#<alt (/ (* y z) (/ y (* (+ (* t t) (* x (+ t x))) (- t x))))>
#<alt (* y z)>
#<alt (/ y (* (+ (* t t) (* x (+ t x))) (- t x)))>
#<alt (neg x)>
#<alt (+ (* t t) (* x (+ t x)))>

Outputs
#<alt (+ x (* -1 (* x z)))>
#<alt (+ x (+ (* -1 (* x z)) (* t z)))>
#<alt (+ x (+ (* -1 (* x z)) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))))>
#<alt (+ x (+ (* -1 (* x z)) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4)))))))))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* -1 (* x z)))>
#<alt (+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))>
#<alt (+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))>
#<alt (+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))>
#<alt (+ x (* z (- t x)))>
#<alt (+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (* z (- t x))))>
#<alt (+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow t 3)))) (pow y 2)))))>
#<alt (+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (+ (* z (- t x)) (+ (/ (* z (- (* 1/2 (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4)))))) (+ (* -1/2 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3))))) (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2))))))) (pow y 3)) (/ (* z (- (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow t 3)))) (pow y 2))))))>
#<alt (+ x (* z (- t x)))>
#<alt (+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (* z (- t x))))>
#<alt (+ x (+ (* -1 (/ (+ (* -1/2 (* z (+ (* -1 (pow t 2)) (pow t 2)))) (/ (* z (- (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* -1/2 (pow t 3)))) y)) y)) (* z (- t x))))>
#<alt (+ x (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* -1/2 (pow t 3))))) (/ (* z (- (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))))) y)) y)) (* -1/2 (* z (+ (* -1 (pow t 2)) (pow t 2))))) y)) (* z (- t x))))>
#<alt (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))>
#<alt (+ (* x (+ 1 (* -1 z))) (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))>
#<alt (+ (* x (+ 1 (* -1 z))) (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))>
#<alt (+ (* x (+ 1 (* -1 z))) (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))>
#<alt (* x (+ 1 (* -1 z)))>
#<alt (* x (+ 1 (+ (* -1 z) (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (* x (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (* x (+ 1 (+ (* -1 z) (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (* x (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (* x (+ 1 (+ (* -1 z) (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (* x (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (* -1 (* x (- z 1)))>
#<alt (* -1 (* x (- (+ z (* -1 (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (* x (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) 1)))>
#<alt (* -1 (* x (- (+ z (* -1 (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (* x (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) 1)))>
#<alt (* -1 (* x (- (+ z (* -1 (/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (* x (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) 1)))>
#<alt x>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))>
#<alt (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x))>
#<alt (* z (- (+ (/ x z) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) x))>
#<alt (* z (- (+ (/ x z) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) x))>
#<alt (* z (- (+ (/ x z) (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) x))>
#<alt (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x))>
#<alt (* -1 (* z (+ (* -1 (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)) (* -1 (/ x z)))))>
#<alt (* -1 (* z (+ (* -1 (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)) (* -1 (/ x z)))))>
#<alt (* -1 (* z (+ (* -1 (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)) (* -1 (/ x z)))))>
#<alt (* -1 x)>
#<alt (- t x)>
#<alt (- (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))) x)>
#<alt (- (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)>
#<alt (* -1 x)>
#<alt (- (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x)>
#<alt (- (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x)>
#<alt (- (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x)>
#<alt (- t x)>
#<alt (- (+ t (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y))) x)>
#<alt (- (+ t (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y)))) (+ x (* 1/2 (/ (pow t 3) (pow y 2)))))>
#<alt (- (+ t (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y))))) (+ x (+ (* -1/2 (/ (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2))) (pow y 3))) (* 1/2 (/ (pow t 3) (pow y 2)))))))>
#<alt (- t x)>
#<alt (- (+ t (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y))) x)>
#<alt (- (+ t (* -1 (/ (- (+ (* -1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (/ (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))) y))) (* -1/2 (/ (pow t 3) y))) y))) x)>
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#<alt (* -1 (* (pow t 3) (+ (* -1 z) (/ (* z (+ x (* -1 x))) t))))>
#<alt (* -1 (* (pow t 3) (+ (* -1 z) (* -1 (/ (+ (* -1 (* z (+ x (* -1 x)))) (/ (* z (+ (* -1 (pow x 2)) (pow x 2))) t)) t)))))>
#<alt (* -1 (* (pow t 3) (+ (* -1 z) (* -1 (/ (+ (* -1 (* z (+ x (* -1 x)))) (* -1 (/ (+ (* -1 (* z (+ (* -1 (pow x 2)) (pow x 2)))) (/ (* (pow x 3) z) t)) t))) t)))))>
#<alt (* (pow t 3) z)>
#<alt (+ (* x (* z (+ (* -1 (pow t 2)) (pow t 2)))) (* (pow t 3) z))>
#<alt (+ (* x (+ (* x (* z (+ t (* -1 t)))) (* z (+ (* -1 (pow t 2)) (pow t 2))))) (* (pow t 3) z))>
#<alt (+ (* x (+ (* x (+ (* -1 (* x z)) (* z (+ t (* -1 t))))) (* z (+ (* -1 (pow t 2)) (pow t 2))))) (* (pow t 3) z))>
#<alt (* -1 (* (pow x 3) z))>
#<alt (* (pow x 3) (+ (* -1 z) (/ (* z (+ t (* -1 t))) x)))>
#<alt (* (pow x 3) (+ (* -1 z) (+ (/ (* z (+ t (* -1 t))) x) (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) (pow x 2)))))>
#<alt (* (pow x 3) (+ (* -1 z) (+ (/ (* z (+ t (* -1 t))) x) (+ (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) (pow x 2)) (/ (* (pow t 3) z) (pow x 3))))))>
#<alt (* -1 (* (pow x 3) z))>
#<alt (* -1 (* (pow x 3) (+ z (* -1 (/ (* z (+ t (* -1 t))) x)))))>
#<alt (* -1 (* (pow x 3) (+ z (* -1 (/ (+ (* -1 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) x)) (* z (+ t (* -1 t)))) x)))))>
#<alt (* -1 (* (pow x 3) (+ z (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow t 3) z) x)) (* z (+ (* -1 (pow t 2)) (pow t 2)))) x)) (* z (+ t (* -1 t)))) x)))))>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (* y z)>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))>
#<alt (* -1 (/ y (pow x 3)))>
#<alt (+ (* -1 (/ y (pow x 3))) (* -1 (/ (* t (* y (+ (* -1 (pow x 2)) (pow x 2)))) (pow x 6))))>
#<alt (+ (* -1 (/ y (pow x 3))) (* t (- (* -1 (* t (+ (/ (* y (+ x (* -1 x))) (pow x 6)) (/ (* y (pow (+ (* -1 (pow x 2)) (pow x 2)) 2)) (pow x 9))))) (/ (* y (+ (* -1 (pow x 2)) (pow x 2))) (pow x 6)))))>
#<alt (+ (* -1 (/ y (pow x 3))) (* t (- (* t (- (* -1 (* t (+ (/ y (pow x 6)) (+ (/ (* y (* (+ x (* -1 x)) (+ (* -1 (pow x 2)) (pow x 2)))) (pow x 9)) (/ (* (+ (* -1 (pow x 2)) (pow x 2)) (+ (/ (* y (+ x (* -1 x))) (pow x 6)) (/ (* y (pow (+ (* -1 (pow x 2)) (pow x 2)) 2)) (pow x 9)))) (pow x 3)))))) (+ (/ (* y (+ x (* -1 x))) (pow x 6)) (/ (* y (pow (+ (* -1 (pow x 2)) (pow x 2)) 2)) (pow x 9))))) (/ (* y (+ (* -1 (pow x 2)) (pow x 2))) (pow x 6)))))>
#<alt (/ y (pow t 3))>
#<alt (/ (+ y (* -1 (/ (* y (+ x (* -1 x))) t))) (pow t 3))>
#<alt (/ (- (+ y (* -1 (/ (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))) (pow t 2)))) (/ (* y (+ x (* -1 x))) t)) (pow t 3))>
#<alt (/ (- (+ y (* -1 (/ (+ (* -1 (* y (* (+ x (* -1 x)) (+ (* -1 (pow x 2)) (pow x 2))))) (+ (* -1 (* (+ x (* -1 x)) (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))))) (* -1 (* (pow x 3) y)))) (pow t 3)))) (+ (* -1 (/ (* y (pow (+ x (* -1 x)) 2)) (pow t 2))) (+ (/ (* y (+ x (* -1 x))) t) (/ (* y (+ (* -1 (pow x 2)) (pow x 2))) (pow t 2))))) (pow t 3))>
#<alt (/ y (pow t 3))>
#<alt (* -1 (/ (+ (* -1 y) (* -1 (/ (* y (+ x (* -1 x))) t))) (pow t 3)))>
#<alt (* -1 (/ (+ (* -1 y) (* -1 (/ (+ (* -1 (/ (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))) t)) (* y (+ x (* -1 x)))) t))) (pow t 3)))>
#<alt (* -1 (/ (+ (* -1 y) (* -1 (/ (+ (* -1 (/ (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (+ (* -1 (/ (+ (* -1 (* y (* (+ x (* -1 x)) (+ (* -1 (pow x 2)) (pow x 2))))) (+ (* -1 (* (+ x (* -1 x)) (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))))) (* (pow x 3) y))) t)) (* y (+ (* -1 (pow x 2)) (pow x 2))))) t)) (* y (+ x (* -1 x)))) t))) (pow t 3)))>
#<alt (/ y (pow t 3))>
#<alt (+ (* -1 (/ (* x (* y (+ (* -1 (pow t 2)) (pow t 2)))) (pow t 6))) (/ y (pow t 3)))>
#<alt (+ (* x (- (* -1 (* x (+ (* -1 (/ (* y (pow (+ (* -1 (pow t 2)) (pow t 2)) 2)) (pow t 9))) (/ (* y (+ t (* -1 t))) (pow t 6))))) (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow t 6)))) (/ y (pow t 3)))>
#<alt (+ (* x (- (* x (- (* -1 (* x (+ (* -1 (/ y (pow t 6))) (+ (* -1 (/ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) (pow t 9))) (* -1 (/ (* (+ (* -1 (/ (* y (pow (+ (* -1 (pow t 2)) (pow t 2)) 2)) (pow t 9))) (/ (* y (+ t (* -1 t))) (pow t 6))) (+ (* -1 (pow t 2)) (pow t 2))) (pow t 3))))))) (+ (* -1 (/ (* y (pow (+ (* -1 (pow t 2)) (pow t 2)) 2)) (pow t 9))) (/ (* y (+ t (* -1 t))) (pow t 6))))) (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow t 6)))) (/ y (pow t 3)))>
#<alt (* -1 (/ y (pow x 3)))>
#<alt (/ (+ (* -1 y) (* -1 (/ (* y (+ t (* -1 t))) x))) (pow x 3))>
#<alt (/ (- (+ (* -1 y) (* -1 (/ (+ (* y (+ (* -1 (pow t 2)) (pow t 2))) (* y (pow (+ t (* -1 t)) 2))) (pow x 2)))) (/ (* y (+ t (* -1 t))) x)) (pow x 3))>
#<alt (/ (- (+ (* -1 y) (* -1 (/ (+ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* (+ t (* -1 t)) (+ (* y (+ (* -1 (pow t 2)) (pow t 2))) (* y (pow (+ t (* -1 t)) 2)))) (* (pow t 3) y))) (pow x 3)))) (+ (/ (* y (+ t (* -1 t))) x) (+ (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow x 2)) (/ (* y (pow (+ t (* -1 t)) 2)) (pow x 2))))) (pow x 3))>
#<alt (* -1 (/ y (pow x 3)))>
#<alt (* -1 (/ (+ y (/ (* y (+ t (* -1 t))) x)) (pow x 3)))>
#<alt (* -1 (/ (+ y (* -1 (/ (- (+ (* -1 (/ (* y (pow (+ t (* -1 t)) 2)) x)) (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) x)) (* y (+ t (* -1 t)))) x))) (pow x 3)))>
#<alt (* -1 (/ (+ y (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) x)) (+ (* -1 (/ (* (+ t (* -1 t)) (+ (* -1 (* y (pow (+ t (* -1 t)) 2))) (* y (+ (* -1 (pow t 2)) (pow t 2))))) x)) (/ (* (pow t 3) y) x))) (+ (* -1 (* y (pow (+ t (* -1 t)) 2))) (* y (+ (* -1 (pow t 2)) (pow t 2))))) x)) (* y (+ t (* -1 t)))) x))) (pow x 3)))>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (* -1 x)>
#<alt (pow x 2)>
#<alt (+ (* t x) (pow x 2))>
#<alt (+ (* t (+ t x)) (pow x 2))>
#<alt (+ (* t (+ t x)) (pow x 2))>
#<alt (pow t 2)>
#<alt (* (pow t 2) (+ 1 (/ x t)))>
#<alt (* (pow t 2) (+ 1 (+ (/ x t) (/ (pow x 2) (pow t 2)))))>
#<alt (* (pow t 2) (+ 1 (+ (/ x t) (/ (pow x 2) (pow t 2)))))>
#<alt (pow t 2)>
#<alt (* (pow t 2) (+ 1 (/ x t)))>
#<alt (* (pow t 2) (+ 1 (* -1 (/ (+ (* -1 x) (* -1 (/ (pow x 2) t))) t))))>
#<alt (* (pow t 2) (+ 1 (* -1 (/ (+ (* -1 x) (* -1 (/ (pow x 2) t))) t))))>
#<alt (pow t 2)>
#<alt (+ (* t x) (pow t 2))>
#<alt (+ (* x (+ t x)) (pow t 2))>
#<alt (+ (* x (+ t x)) (pow t 2))>
#<alt (pow x 2)>
#<alt (* (pow x 2) (+ 1 (/ t x)))>
#<alt (* (pow x 2) (+ 1 (+ (/ t x) (/ (pow t 2) (pow x 2)))))>
#<alt (* (pow x 2) (+ 1 (+ (/ t x) (/ (pow t 2) (pow x 2)))))>
#<alt (pow x 2)>
#<alt (* (pow x 2) (+ 1 (/ t x)))>
#<alt (* (pow x 2) (+ 1 (* -1 (/ (+ (* -1 t) (* -1 (/ (pow t 2) x))) x))))>
#<alt (* (pow x 2) (+ 1 (* -1 (/ (+ (* -1 t) (* -1 (/ (pow t 2) x))) x))))>

Calls

156 calls:

Time	Variable		Point	Expression
18.0ms	t	@	0	(/ y (* t (* y z)))
2.0ms	y	@	-inf	(+ (* (tanh (/ t y)) y) (neg x))
2.0ms	x	@	inf	(/ y (* (+ (* t t) (* x (+ t x))) (- t x)))
1.0ms	y	@	0	(/ (* y z) (/ y (* (+ (* t t) (* x (+ t x))) (- t x))))
1.0ms	x	@	0	(/ y (* (+ (* t t) (* x (+ t x))) (- t x)))

rewrite333.0ms (2.8%)

Memory

1.8MiB live, 598.9MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 090×	`accelerator-lowering-fma.f32`
5 090×	`accelerator-lowering-fma.f64`
4 620×	`-lowering-.f32`
4 620×	`-lowering-.f64`
4 330×	`/-lowering-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	166
1	240	130
2	2276	126
0	8925	120

Stop Event

1×	iter limit
1×	node limit

Counts

19 → 616

Calls

Call 1

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

Outputs
(+.f64 x (*.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z))
(+.f64 (*.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) x)
(-.f64 (/.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x))) (/.f64 (.f64 x x) (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x))))
(-.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z))) (/.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z))))
(fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z x)
(fma.f64 z (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) x)
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64))) (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)) (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 x x))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64))) (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)) (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 x x)))))
(/.f64 (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64))) (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64))))
(/.f64 (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64))) (fma.f64 x x (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) (*.f64 z x)))))
(/.f64 (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 x x)) (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)))
(/.f64 (neg.f64 (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) (*.f64 z x))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64))) (-.f64 x (*.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x))) (.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)) (.f64 x x))) (*.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)) (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 x x)))) (neg.f64 (neg.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)))))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (*.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z))))
(pow.f64 (/.f64 (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64))) (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x)) (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (.f64 x x))) #s(literal -1 binary64))
(.f64 (fma.f64 x (.f64 x x) (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z)) (pow.f64 (*.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)))))
(.f64 (-.f64 (pow.f64 (.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z) #s(literal 2 binary64)) (*.f64 x x)) (/.f64 #s(literal 1 binary64) (fma.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 x)) z (neg.f64 x))))
(+.f64 (*.f64 y (tanh.f64 (/.f64 t y))) (neg.f64 x))
(+.f64 (neg.f64 x) (*.f64 y (tanh.f64 (/.f64 t y))))
(-.f64 (*.f64 y (tanh.f64 (/.f64 t y))) x)
(-.f64 #s(literal 0 binary64) (-.f64 x (*.f64 y (tanh.f64 (/.f64 t y)))))
(-.f64 (/.f64 (pow.f64 (.f64 y (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 (neg.f64 x)))) (/.f64 (.f64 x x) (fma.f64 y (tanh.f64 (/.f64 t y)) (neg.f64 (neg.f64 x)))))
(-.f64 (fma.f64 y (tanh.f64 (/.f64 t y)) #s(literal 0 binary64)) x)
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simplify538.0ms (4.5%)

Memory

-0.6MiB live, 746.0MiB allocated

Algorithm

1×	egg-herbie

Rules

15 022×	`accelerator-lowering-fma.f32`
15 022×	`accelerator-lowering-fma.f64`
5 438×	`-lowering-.f32`
5 438×	`-lowering-.f64`
4 096×	`+-lowering-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	703	7355
1	2359	6154
0	9312	5928

Stop Event

1×	iter limit
1×	node limit

Counts

624 → 624

Calls

Call 1

Inputs
(+ x (* -1 (* x z)))
(+ x (+ (* -1 (* x z)) (* t z)))
(+ x (+ (* -1 (* x z)) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))))
(+ x (+ (* -1 (* x z)) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4)))))))))
(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
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(* (pow t 3) z)
(* -1 (* (pow t 3) (+ (* -1 z) (/ (* z (+ x (* -1 x))) t))))
(* -1 (* (pow t 3) (+ (* -1 z) (* -1 (/ (+ (* -1 (* z (+ x (* -1 x)))) (/ (* z (+ (* -1 (pow x 2)) (pow x 2))) t)) t)))))
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(+ (* x (* z (+ (* -1 (pow t 2)) (pow t 2)))) (* (pow t 3) z))
(+ (* x (+ (* x (* z (+ t (* -1 t)))) (* z (+ (* -1 (pow t 2)) (pow t 2))))) (* (pow t 3) z))
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(/ (- (+ (* -1 y) (* -1 (/ (+ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* (+ t (* -1 t)) (+ (* y (+ (* -1 (pow t 2)) (pow t 2))) (* y (pow (+ t (* -1 t)) 2)))) (* (pow t 3) y))) (pow x 3)))) (+ (/ (* y (+ t (* -1 t))) x) (+ (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow x 2)) (/ (* y (pow (+ t (* -1 t)) 2)) (pow x 2))))) (pow x 3))
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Outputs
(+ x (* -1 (* x z)))
(-.f64 x (*.f64 x z))
(+ x (+ (* -1 (* x z)) (* t z)))
(fma.f64 z (-.f64 t x) x)
(+ x (+ (* -1 (* x z)) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))))
(fma.f64 x (neg.f64 z) (fma.f64 t (fma.f64 (.f64 t t) (.f64 #s(literal -1/3 binary64) (/.f64 z (*.f64 y y))) z) x))
(+ x (+ (* -1 (* x z)) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4)))))))))
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(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
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(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
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(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
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(+ x (* z (- (/ (* y (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) x)))
(fma.f64 z (-.f64 (/.f64 (*.f64 y (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 t (neg.f64 y))))) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 t (neg.f64 y))))) x) x)
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(+ x (* -1 (* x z)))
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(fma.f64 z (-.f64 (/.f64 (*.f64 y (-.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 t (neg.f64 y))))) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 t (neg.f64 y))))) x) x)
(+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))
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(+ x (* z (- t x)))
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(+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow t 3)))) (pow y 2)))))
(fma.f64 z (+.f64 (-.f64 t x) (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (.f64 (.f64 t (.f64 t t)) #s(literal 1/3 binary64)) (.f64 t (.f64 t t)))) (*.f64 y y))) (fma.f64 z (/.f64 #s(literal 0 binary64) y) x))
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(+.f64 x (fma.f64 z (+.f64 (-.f64 t x) (/.f64 (fma.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 (.f64 t t) (.f64 (.f64 t (.f64 t #s(literal -1/2 binary64))) #s(literal -1/2 binary64)) (.f64 (.f64 t (.f64 t (.f64 t t))) #s(literal -1/12 binary64))) (.f64 t (.f64 (.f64 t (.f64 t t)) #s(literal 1/6 binary64)))) (neg.f64 (fma.f64 t (.f64 (fma.f64 t (.f64 t (.f64 t #s(literal -1/2 binary64))) (.f64 #s(literal 1/2 binary64) (.f64 t (.f64 t t)))) #s(literal -1/2 binary64)) #s(literal 0 binary64)))) (.f64 y (.f64 y y)))) (fma.f64 z (/.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (.f64 (.f64 t (.f64 t t)) #s(literal 1/3 binary64)) (.f64 t (.f64 t t)))) (.f64 y y)) (/.f64 (.f64 z #s(literal 0 binary64)) y))))
(+ x (* z (- t x)))
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(+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (* z (- t x))))
(fma.f64 z (-.f64 t x) (fma.f64 z (/.f64 #s(literal 0 binary64) y) x))
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(.f64 x (.f64 z (*.f64 x (neg.f64 x))))
(* -1 (* (pow x 3) (+ z (* -1 (/ (* z (+ t (* -1 t))) x)))))
(.f64 (.f64 x (*.f64 x x)) (fma.f64 z (/.f64 #s(literal 0 binary64) x) (neg.f64 z)))
(* -1 (* (pow x 3) (+ z (* -1 (/ (+ (* -1 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) x)) (* z (+ t (* -1 t)))) x)))))
(neg.f64 (.f64 (.f64 x (.f64 x x)) (+.f64 z (/.f64 (fma.f64 z (/.f64 #s(literal 0 binary64) x) (.f64 z #s(literal 0 binary64))) x))))
(* -1 (* (pow x 3) (+ z (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow t 3) z) x)) (* z (+ (* -1 (pow t 2)) (pow t 2)))) x)) (* z (+ t (* -1 t)))) x)))))
(neg.f64 (.f64 (.f64 x (.f64 x x)) (-.f64 z (/.f64 (fma.f64 z #s(literal 0 binary64) (/.f64 (fma.f64 (.f64 t (.f64 t t)) (neg.f64 (/.f64 z x)) (.f64 z #s(literal 0 binary64))) (neg.f64 x))) x))))
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(/ y (* (+ (* x (+ t x)) (pow t 2)) (- t x)))
(/.f64 y (.f64 (-.f64 t x) (fma.f64 x x (.f64 t (+.f64 x t)))))
(* -1 (/ y (pow x 3)))
(/.f64 y (.f64 (.f64 x (neg.f64 x)) x))
(+ (* -1 (/ y (pow x 3))) (* -1 (/ (* t (* y (+ (* -1 (pow x 2)) (pow x 2)))) (pow x 6))))
(-.f64 (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 x #s(literal 6 binary64))) (/.f64 y (.f64 x (*.f64 x x))))
(+ (* -1 (/ y (pow x 3))) (* t (- (* -1 (* t (+ (/ (* y (+ x (* -1 x))) (pow x 6)) (/ (* y (pow (+ (* -1 (pow x 2)) (pow x 2)) 2)) (pow x 9))))) (/ (* y (+ (* -1 (pow x 2)) (pow x 2))) (pow x 6)))))
(-.f64 (neg.f64 (fma.f64 y (+.f64 (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 6 binary64))) (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 9 binary64)))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 x #s(literal 6 binary64))))) (/.f64 y (.f64 x (*.f64 x x))))
(+ (* -1 (/ y (pow x 3))) (* t (- (* t (- (* -1 (* t (+ (/ y (pow x 6)) (+ (/ (* y (* (+ x (* -1 x)) (+ (* -1 (pow x 2)) (pow x 2)))) (pow x 9)) (/ (* (+ (* -1 (pow x 2)) (pow x 2)) (+ (/ (* y (+ x (* -1 x))) (pow x 6)) (/ (* y (pow (+ (* -1 (pow x 2)) (pow x 2)) 2)) (pow x 9)))) (pow x 3)))))) (+ (/ (* y (+ x (* -1 x))) (pow x 6)) (/ (* y (pow (+ (* -1 (pow x 2)) (pow x 2)) 2)) (pow x 9))))) (/ (* y (+ (* -1 (pow x 2)) (pow x 2))) (pow x 6)))))
(fma.f64 t (fma.f64 t (neg.f64 (fma.f64 t (+.f64 (/.f64 y (pow.f64 x #s(literal 6 binary64))) (fma.f64 y (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 9 binary64))) (/.f64 (.f64 y (+.f64 (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 6 binary64))) (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 9 binary64))))) (.f64 x (.f64 x x))))) (.f64 y (+.f64 (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 6 binary64))) (/.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 9 binary64))))))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 x #s(literal 6 binary64)))) (/.f64 y (.f64 (*.f64 x (neg.f64 x)) x)))
(/ y (pow t 3))
(/.f64 y (.f64 t (.f64 t t)))
(/ (+ y (* -1 (/ (* y (+ x (* -1 x))) t))) (pow t 3))
(/.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) t) y) (.f64 t (.f64 t t)))
(/ (- (+ y (* -1 (/ (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))) (pow t 2)))) (/ (* y (+ x (* -1 x))) t)) (pow t 3))
(/.f64 (+.f64 y (.f64 y (+.f64 (/.f64 #s(literal 0 binary64) t) (/.f64 #s(literal 0 binary64) (.f64 t t))))) (.f64 t (.f64 t t)))
(/ (- (+ y (* -1 (/ (+ (* -1 (* y (* (+ x (* -1 x)) (+ (* -1 (pow x 2)) (pow x 2))))) (+ (* -1 (* (+ x (* -1 x)) (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))))) (* -1 (* (pow x 3) y)))) (pow t 3)))) (+ (* -1 (/ (* y (pow (+ x (* -1 x)) 2)) (pow t 2))) (+ (/ (* y (+ x (* -1 x))) t) (/ (* y (+ (* -1 (pow x 2)) (pow x 2))) (pow t 2))))) (pow t 3))
(/.f64 (-.f64 (-.f64 y (/.f64 (fma.f64 y (.f64 (.f64 x (neg.f64 x)) x) (.f64 y #s(literal 0 binary64))) (.f64 t (.f64 t t)))) (fma.f64 y (+.f64 (/.f64 #s(literal 0 binary64) t) (/.f64 #s(literal 0 binary64) (.f64 t t))) (/.f64 (.f64 y #s(literal 0 binary64)) (.f64 t t)))) (.f64 t (.f64 t t)))
(/ y (pow t 3))
(/.f64 y (.f64 t (.f64 t t)))
(* -1 (/ (+ (* -1 y) (* -1 (/ (* y (+ x (* -1 x))) t))) (pow t 3)))
(/.f64 (-.f64 (/.f64 (.f64 y #s(literal 0 binary64)) t) y) (neg.f64 (.f64 t (*.f64 t t))))
(* -1 (/ (+ (* -1 y) (* -1 (/ (+ (* -1 (/ (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))) t)) (* y (+ x (* -1 x)))) t))) (pow t 3)))
(/.f64 (-.f64 (/.f64 (fma.f64 y #s(literal 0 binary64) (/.f64 (.f64 y #s(literal 0 binary64)) t)) t) y) (neg.f64 (.f64 t (*.f64 t t))))
(* -1 (/ (+ (* -1 y) (* -1 (/ (+ (* -1 (/ (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (+ (* -1 (/ (+ (* -1 (* y (* (+ x (* -1 x)) (+ (* -1 (pow x 2)) (pow x 2))))) (+ (* -1 (* (+ x (* -1 x)) (+ (* -1 (* y (pow (+ x (* -1 x)) 2))) (* y (+ (* -1 (pow x 2)) (pow x 2)))))) (* (pow x 3) y))) t)) (* y (+ (* -1 (pow x 2)) (pow x 2))))) t)) (* y (+ x (* -1 x)))) t))) (pow t 3)))
(/.f64 (-.f64 (neg.f64 y) (/.f64 (-.f64 (.f64 y #s(literal 0 binary64)) (/.f64 (-.f64 (.f64 y #s(literal 0 binary64)) (/.f64 (fma.f64 x (.f64 (.f64 x x) y) (.f64 y #s(literal 0 binary64))) t)) t)) t)) (neg.f64 (.f64 t (*.f64 t t))))
(/ y (pow t 3))
(/.f64 y (.f64 t (.f64 t t)))
(+ (* -1 (/ (* x (* y (+ (* -1 (pow t 2)) (pow t 2)))) (pow t 6))) (/ y (pow t 3)))
(fma.f64 y (/.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 6 binary64))) (/.f64 y (.f64 t (.f64 t t))))
(+ (* x (- (* -1 (* x (+ (* -1 (/ (* y (pow (+ (* -1 (pow t 2)) (pow t 2)) 2)) (pow t 9))) (/ (* y (+ t (* -1 t))) (pow t 6))))) (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow t 6)))) (/ y (pow t 3)))
(+.f64 (/.f64 y (.f64 t (.f64 t t))) (+.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 6 binary64))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 t #s(literal 9 binary64)))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 t #s(literal 6 binary64)))))
(+ (* x (- (* x (- (* -1 (* x (+ (* -1 (/ y (pow t 6))) (+ (* -1 (/ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) (pow t 9))) (* -1 (/ (* (+ (* -1 (/ (* y (pow (+ (* -1 (pow t 2)) (pow t 2)) 2)) (pow t 9))) (/ (* y (+ t (* -1 t))) (pow t 6))) (+ (* -1 (pow t 2)) (pow t 2))) (pow t 3))))))) (+ (* -1 (/ (* y (pow (+ (* -1 (pow t 2)) (pow t 2)) 2)) (pow t 9))) (/ (* y (+ t (* -1 t))) (pow t 6))))) (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow t 6)))) (/ y (pow t 3)))
(fma.f64 x (fma.f64 x (fma.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 9 binary64))) (fma.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 6 binary64))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 t #s(literal 9 binary64)))) (/.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (neg.f64 y) (pow.f64 t #s(literal 6 binary64))))) (neg.f64 x) (fma.f64 y (/.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 6 binary64))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 t #s(literal 9 binary64))))) (/.f64 (.f64 y #s(literal 0 binary64)) (pow.f64 t #s(literal 6 binary64)))) (/.f64 y (.f64 t (*.f64 t t))))
(* -1 (/ y (pow x 3)))
(/.f64 y (.f64 (.f64 x (neg.f64 x)) x))
(/ (+ (* -1 y) (* -1 (/ (* y (+ t (* -1 t))) x))) (pow x 3))
(/.f64 (-.f64 (/.f64 (.f64 y #s(literal 0 binary64)) x) y) (.f64 x (*.f64 x x)))
(/ (- (+ (* -1 y) (* -1 (/ (+ (* y (+ (* -1 (pow t 2)) (pow t 2))) (* y (pow (+ t (* -1 t)) 2))) (pow x 2)))) (/ (* y (+ t (* -1 t))) x)) (pow x 3))
(/.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) (.f64 x x)) (-.f64 (/.f64 (.f64 y #s(literal 0 binary64)) x) y)) (.f64 x (.f64 x x)))
(/ (- (+ (* -1 y) (* -1 (/ (+ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) (+ (* (+ t (* -1 t)) (+ (* y (+ (* -1 (pow t 2)) (pow t 2))) (* y (pow (+ t (* -1 t)) 2)))) (* (pow t 3) y))) (pow x 3)))) (+ (/ (* y (+ t (* -1 t))) x) (+ (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) (pow x 2)) (/ (* y (pow (+ t (* -1 t)) 2)) (pow x 2))))) (pow x 3))
(/.f64 (-.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 t (.f64 (.f64 t t) y) (.f64 y #s(literal 0 binary64))) (.f64 x (.f64 x x)))) (fma.f64 y (+.f64 (/.f64 #s(literal 0 binary64) x) (/.f64 #s(literal 0 binary64) (.f64 x x))) (/.f64 (.f64 y #s(literal 0 binary64)) (.f64 x x)))) (.f64 x (.f64 x x)))
(* -1 (/ y (pow x 3)))
(/.f64 y (.f64 (.f64 x (neg.f64 x)) x))
(* -1 (/ (+ y (/ (* y (+ t (* -1 t))) x)) (pow x 3)))
(/.f64 (-.f64 (/.f64 (.f64 y #s(literal 0 binary64)) x) y) (.f64 x (*.f64 x x)))
(* -1 (/ (+ y (* -1 (/ (- (+ (* -1 (/ (* y (pow (+ t (* -1 t)) 2)) x)) (/ (* y (+ (* -1 (pow t 2)) (pow t 2))) x)) (* y (+ t (* -1 t)))) x))) (pow x 3)))
(/.f64 (+.f64 y (/.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) x) (.f64 y (-.f64 (/.f64 #s(literal 0 binary64) x) #s(literal 0 binary64)))) x)) (.f64 (*.f64 x (neg.f64 x)) x))
(* -1 (/ (+ y (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (* y (* (+ t (* -1 t)) (+ (* -1 (pow t 2)) (pow t 2)))) x)) (+ (* -1 (/ (* (+ t (* -1 t)) (+ (* -1 (* y (pow (+ t (* -1 t)) 2))) (* y (+ (* -1 (pow t 2)) (pow t 2))))) x)) (/ (* (pow t 3) y) x))) (+ (* -1 (* y (pow (+ t (* -1 t)) 2))) (* y (+ (* -1 (pow t 2)) (pow t 2))))) x)) (* y (+ t (* -1 t)))) x))) (pow x 3)))
(/.f64 (-.f64 y (/.f64 (+.f64 (/.f64 (fma.f64 y (/.f64 #s(literal 0 binary64) x) (fma.f64 t (.f64 (.f64 t t) (/.f64 y x)) (.f64 y (-.f64 (/.f64 #s(literal 0 binary64) x) #s(literal 0 binary64))))) (neg.f64 x)) (.f64 y #s(literal 0 binary64))) x)) (.f64 (.f64 x (neg.f64 x)) x))
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(* -1 x)
(neg.f64 x)
(pow x 2)
(*.f64 x x)
(+ (* t x) (pow x 2))
(*.f64 x (+.f64 x t))
(+ (* t (+ t x)) (pow x 2))
(fma.f64 x x (*.f64 t (+.f64 x t)))
(+ (* t (+ t x)) (pow x 2))
(fma.f64 x x (*.f64 t (+.f64 x t)))
(pow t 2)
(*.f64 t t)
(* (pow t 2) (+ 1 (/ x t)))
(.f64 t (.f64 t (+.f64 #s(literal 1 binary64) (/.f64 x t))))
(* (pow t 2) (+ 1 (+ (/ x t) (/ (pow x 2) (pow t 2)))))
(.f64 (.f64 t t) (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 (.f64 x x) (.f64 t t))))
(* (pow t 2) (+ 1 (+ (/ x t) (/ (pow x 2) (pow t 2)))))
(.f64 (.f64 t t) (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 (.f64 x x) (.f64 t t))))
(pow t 2)
(*.f64 t t)
(* (pow t 2) (+ 1 (/ x t)))
(.f64 t (.f64 t (+.f64 #s(literal 1 binary64) (/.f64 x t))))
(* (pow t 2) (+ 1 (* -1 (/ (+ (* -1 x) (* -1 (/ (pow x 2) t))) t))))
(.f64 (.f64 t t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (*.f64 x (neg.f64 x)) t) x) t)))
(* (pow t 2) (+ 1 (* -1 (/ (+ (* -1 x) (* -1 (/ (pow x 2) t))) t))))
(.f64 (.f64 t t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (*.f64 x (neg.f64 x)) t) x) t)))
(pow t 2)
(*.f64 t t)
(+ (* t x) (pow t 2))
(*.f64 t (+.f64 x t))
(+ (* x (+ t x)) (pow t 2))
(fma.f64 x x (*.f64 t (+.f64 x t)))
(+ (* x (+ t x)) (pow t 2))
(fma.f64 x x (*.f64 t (+.f64 x t)))
(pow x 2)
(*.f64 x x)
(* (pow x 2) (+ 1 (/ t x)))
(.f64 x (.f64 x (+.f64 #s(literal 1 binary64) (/.f64 t x))))
(* (pow x 2) (+ 1 (+ (/ t x) (/ (pow t 2) (pow x 2)))))
(.f64 (.f64 x x) (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 t x)) (/.f64 (.f64 t t) (.f64 x x))))
(* (pow x 2) (+ 1 (+ (/ t x) (/ (pow t 2) (pow x 2)))))
(.f64 (.f64 x x) (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 t x)) (/.f64 (.f64 t t) (.f64 x x))))
(pow x 2)
(*.f64 x x)
(* (pow x 2) (+ 1 (/ t x)))
(.f64 x (.f64 x (+.f64 #s(literal 1 binary64) (/.f64 t x))))
(* (pow x 2) (+ 1 (* -1 (/ (+ (* -1 t) (* -1 (/ (pow t 2) x))) x))))
(.f64 (.f64 x x) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (neg.f64 t) (/.f64 (*.f64 t t) x)) x)))
(* (pow x 2) (+ 1 (* -1 (/ (+ (* -1 t) (* -1 (/ (pow t 2) x))) x))))
(.f64 (.f64 x x) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (neg.f64 t) (/.f64 (*.f64 t t) x)) x)))

eval213.0ms (1.8%)

Memory: 8.7MiB live, 269.9MiB allocated
Compiler: Compiled 30 442 to 2 962 computations (90.3% saved)

prune260.0ms (2.2%)

Memory

6.1MiB live, 281.3MiB allocated

Pruning

39 alts after pruning (33 fresh and 6 done)

	Pruned	Kept	Total
New	1 326	19	1 345
Fresh	7	14	21
Picked	3	2	5
Done	0	4	4
Total	1 336	39	1 375

Accuracy

100.0%

Counts

1 375 → 39

Alt Table

Click to see full alt table

Status	Accuracy	Program
	62.2%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x))) z x)
✓	96.4%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x)
	43.8%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (.f64 x (fma.f64 #s(literal 1/3 binary64) (/.f64 (.f64 x x) (*.f64 y y)) #s(literal -1 binary64)))) z x)
✓	74.9%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x)) z x)
	15.3%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (.f64 (.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (-.f64 (.f64 t t) (.f64 x (+.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 (.f64 t t) (.f64 x (+.f64 t x))))) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	10.8%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (.f64 (.f64 t t) (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 (.f64 x x) (.f64 t t)))) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (*.f64 x (+.f64 t x)))) x)
	23.0%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (.f64 x (neg.f64 x)) x))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	25.4%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (.f64 t (+.f64 x t)) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	34.6%	(fma.f64 (/.f64 (.f64 y z) (/.f64 y (.f64 (.f64 t t) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	12.5%	(fma.f64 (/.f64 (.f64 y z) (.f64 (/.f64 (/.f64 y (fma.f64 t t (.f64 x (+.f64 t x)))) (fma.f64 t (.f64 t t) (.f64 x (.f64 x x)))) (fma.f64 t t (.f64 x (+.f64 t x))))) (/.f64 #s(literal 1 binary64) (fma.f64 t t (.f64 x (+.f64 t x)))) x)
	43.5%	(fma.f64 (/.f64 x (neg.f64 y)) (*.f64 y z) x)
	53.9%	(fma.f64 (/.f64 #s(literal 1 binary64) (neg.f64 (/.f64 y (*.f64 y z)))) (+.f64 (neg.f64 t) x) x)
	53.3%	(fma.f64 (/.f64 #s(literal 1 binary64) y) (.f64 t (.f64 y z)) x)
	28.2%	(fma.f64 (-.f64 (-.f64 t x) (/.f64 (/.f64 (+.f64 (neg.f64 (.f64 #s(literal 1/3 binary64) (.f64 t (.f64 t t)))) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))) (neg.f64 y)) y)) z x)
	61.3%	(fma.f64 (-.f64 t x) z x)
	63.3%	(fma.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (*.f64 #s(literal -2 binary64) t) y)))) (neg.f64 (tanh.f64 (/.f64 x y)))) y) z x)
	35.5%	(fma.f64 (.f64 (/.f64 (-.f64 (.f64 #s(literal 0 binary64) (/.f64 y x)) (.f64 y #s(literal 1 binary64))) (.f64 y (/.f64 y x))) y) z x)
	6.8%	(fma.f64 (.f64 (/.f64 (+.f64 #s(literal 0 binary64) (/.f64 (.f64 x (.f64 x x)) (.f64 y (.f64 y y)))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 (/.f64 x y) (/.f64 x y)) (*.f64 #s(literal 0 binary64) (/.f64 x (neg.f64 y)))))) y) z x)
	49.4%	(fma.f64 (*.f64 (/.f64 t y) z) y x)
	65.8%	(fma.f64 (*.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z x)
✓	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x)
	32.9%	(fma.f64 (.f64 (neg.f64 (/.f64 (-.f64 (.f64 #s(literal 0 binary64) (+.f64 #s(literal 0 binary64) (/.f64 x y))) (.f64 (neg.f64 y) (-.f64 #s(literal 0 binary64) (.f64 (/.f64 x y) (/.f64 x y))))) (*.f64 (neg.f64 y) (+.f64 #s(literal 0 binary64) (/.f64 x y))))) y) z x)
	22.2%	(fma.f64 (.f64 (neg.f64 (exp.f64 (.f64 (log.f64 (/.f64 y x)) #s(literal -1 binary64)))) y) z x)
	47.7%	(fma.f64 (*.f64 t y) (/.f64 z y) x)
	55.2%	(fma.f64 (neg.f64 x) z x)
	54.9%	(fma.f64 x (fma.f64 t (/.f64 z x) (neg.f64 z)) x)
✓	54.7%	(fma.f64 t z x)
	12.0%	(/.f64 (fma.f64 x (.f64 x x) (.f64 (.f64 t (.f64 t t)) (.f64 z (.f64 z z)))) (fma.f64 x (-.f64 x (.f64 t z)) (.f64 (.f64 t z) (.f64 t z))))
	29.8%	(/.f64 (-.f64 (.f64 (.f64 (.f64 x #s(literal 1 binary64)) z) (.f64 (.f64 x #s(literal 1 binary64)) z)) (.f64 x x)) (fma.f64 z (neg.f64 (*.f64 x #s(literal 1 binary64))) (neg.f64 x)))
	53.3%	(+.f64 x (/.f64 (/.f64 #s(literal 1 binary64) y) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 y z)))))
	54.7%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 z t))))
	55.9%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal -2 binary64)))) (/.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))))))
	28.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y (+.f64 t x)))))
	31.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))))
	47.7%	(*.f64 z (-.f64 (/.f64 x z) (-.f64 x t)))
	27.5%	(*.f64 z (-.f64 t x))
✓	13.4%	(*.f64 z t)
	17.1%	(*.f64 x (neg.f64 z))
✓	58.4%	x

Compiler

Compiled 2 083 to 790 computations (62.1% saved)

regimes212.0ms (1.8%)

Memory

-35.4MiB live, 137.5MiB allocated

Counts

68 → 2

Calls

Call 1

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

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

Calls

5 calls:

88.0ms	t
32.0ms	y
24.0ms	x
18.0ms	z
18.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
96.4%	1	`x`
98.7%	2	`y`
96.4%	1	`z`
96.4%	1	`t`
98.6%	2	`(+.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)

regimes21.0ms (0.2%)

Memory

0.8MiB live, 38.9MiB allocated

Counts

63 → 2

Calls

Call 1

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

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

Calls

1 calls:

19.0ms

Results

Accuracy	Segments	Branch
98.7%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes71.0ms (0.6%)

Memory

-10.3MiB live, 68.3MiB allocated

Counts

61 → 2

Calls

Call 1

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

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

Calls

2 calls:

30.0ms	y
16.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
97.9%	2	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
98.3%	2	`y`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes158.0ms (1.3%)

Memory

27.3MiB live, 184.5MiB allocated

Counts

60 → 2

Calls

Call 1

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

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

Calls

5 calls:

57.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
28.0ms	z
27.0ms	t
26.0ms	x
16.0ms	y

Results

Accuracy	Segments	Branch
81.4%	4	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
82.8%	3	`t`
81.8%	3	`x`
80.5%	4	`z`
83.6%	2	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes93.0ms (0.8%)

Memory

-10.6MiB live, 73.1MiB allocated

Counts

48 → 2

Calls

Call 1

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

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

Calls

5 calls:

37.0ms	y
15.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
13.0ms	t
13.0ms	z
13.0ms	x

Results

Accuracy	Segments	Branch
66.5%	3	`z`
71.0%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
67.6%	3	`x`
69.5%	3	`t`
76.6%	2	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes7.0ms (0.1%)

Memory

12.4MiB live, 12.4MiB allocated

Counts

8 → 3

Calls

Call 1

Inputs
x
(*.f64 z t)
(fma.f64 t z x)
(*.f64 x (neg.f64 z))
(*.f64 z (-.f64 t x))
(+.f64 x (*.f64 z t))
(fma.f64 x (neg.f64 z) x)
(fma.f64 (neg.f64 x) z x)

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
70.9%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
68.7%	2	`y`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes24.0ms (0.2%)

Memory

-21.5MiB live, 17.1MiB allocated

Counts

4 → 3

Calls

Call 1

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

Outputs
(*.f64 x (neg.f64 z))
x
(*.f64 x (neg.f64 z))

Calls

4 calls:

18.0ms	y
2.0ms	t
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	x

Results

Accuracy	Segments	Branch
62.6%	3	`x`
64.5%	3	`t`
65.2%	2	`y`
67.2%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 34 to 24 computations (29.4% saved)

regimes4.0ms (0%)

Memory

7.9MiB live, 7.9MiB allocated

Counts

3 → 2

Calls

Call 1

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

Outputs
x
(fma.f64 t 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
65.2%	2	`y`
60.1%	2	`(+.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)

regimes8.0ms (0.1%)

Memory

17.6MiB live, 17.6MiB allocated

Accuracy

Total -35.4b remaining (-133.1%)

Threshold costs -35.4b (-133.1%)

Counts

2 → 1

Calls

Call 1

Inputs
x
(*.f64 z t)

Outputs
x

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
58.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
58.4%	1	`x`
58.4%	1	`t`
58.4%	1	`z`
58.4%	1	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

bsearch37.0ms (0.3%)

Memory

-16.3MiB live, 22.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
35.0ms	3.1320419013867553e+224	4.099021772565066e+229

Samples

30.0ms	143×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 310 to 199 computations (35.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 26.0ms

ival-sub: 20.0ms (76.3% of total)

ival-div: 2.0ms (7.6% of total)

ival-mult: 2.0ms (7.6% of total)

ival-add: 1.0ms (3.8% of total)

ival-tanh: 1.0ms (3.8% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch17.0ms (0.1%)

Memory

14.7MiB live, 14.7MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
15.0ms	3.1320419013867553e+224	4.099021772565066e+229

Samples

10.0ms	143×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 292 to 190 computations (34.9% saved)

Precisions

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

ival-div: 2.0ms (30.3% of total)

ival-mult: 2.0ms (30.3% of total)

ival-add: 1.0ms (15.1% of total)

ival-tanh: 1.0ms (15.1% of total)

ival-sub: 1.0ms (15.1% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch41.0ms (0.3%)

Memory

-27.2MiB live, 13.8MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
38.0ms	3.1320419013867553e+224	4.099021772565066e+229

Samples

34.0ms

144×

valid

Compiler

Compiled 292 to 190 computations (34.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 30.0ms

ival-div: 25.0ms (84% of total)

ival-mult: 2.0ms (6.7% of total)

ival-sub: 1.0ms (3.4% of total)

ival-add: 1.0ms (3.4% of total)

ival-tanh: 1.0ms (3.4% of total)

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

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

bsearch18.0ms (0.1%)

Memory

28.9MiB live, 28.9MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
15.0ms	2.644288558113802e-88	6.907331137913414e-81

Samples

10.0ms	140×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 220 to 154 computations (30% saved)

Precisions

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

ival-div: 2.0ms (28.6% of total)

ival-mult: 2.0ms (28.6% of total)

ival-sub: 1.0ms (14.3% of total)

ival-tanh: 1.0ms (14.3% of total)

ival-add: 1.0ms (14.3% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch27.0ms (0.2%)

Memory

-10.3MiB live, 28.1MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
25.0ms	0.19069576199221278	768.3863623719493

Samples

21.0ms	127×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 158 to 115 computations (27.2% saved)

Precisions

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

ival-mult: 13.0ms (74.5% of total)

ival-div: 2.0ms (11.5% of total)

ival-sub: 1.0ms (5.7% of total)

ival-add: 1.0ms (5.7% of total)

ival-tanh: 1.0ms (5.7% of total)

adjust: 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	8.433049229556459e+306	+inf
0.0ms	-inf	-5.270535784959506e+300

Compiler

Compiled 22 to 19 computations (13.6% saved)

bsearch0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	8.433049229556459e+306	+inf
0.0ms	-inf	-5.270535784959506e+300

Compiler

Compiled 22 to 19 computations (13.6% saved)

bsearch8.0ms (0.1%)

Memory

13.6MiB live, 13.6MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
7.0ms	3.196194868239379e-62	6.113342496330193e-62

Samples

5.0ms	62×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 82 to 63 computations (23.2% saved)

Precisions

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

ival-div: 1.0ms (32.1% of total)

ival-mult: 1.0ms (32.1% of total)

ival-tanh: 1.0ms (32.1% of total)

adjust: 0.0ms (0% of total)

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

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

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

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

simplify16.0ms (0.1%)

Memory

-16.9MiB live, 22.0MiB allocated

Algorithm

1×	egg-herbie

Rules

30×	`*-commutative_binary64`
18×	`+-commutative_binary64`
16×	`sub-neg_binary64`
12×	`neg-sub0_binary64`
12×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	55	196
1	81	196
2	100	196
3	112	196
4	116	196
5	117	196

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal 139999999999999991956142245889753844600689251822556417336472732084997361321633799613112880504400279105454232423398078268914241168278636207279637619507107038879034466299457385838375150895357654780198096054952783422048305714036736 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 32999999999999997803368620728392062956391616050738088912149155258710871768769058304877627301918304525504695569653064093273615769312637522400518453159029295557040137304764620950175647217994613015808765048134715105408914819121152 binary64)) (fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 365000000000000012514914585748200297198455785943912610711092117694126708287422797991383813581281318444972109228150040887159064424932419659897405172117209015739374961019933952525714478357369943807804494817574197979198158536704 binary64)) (fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 183729060881773/17498005798264095394980017816940970922825355447145699491406164851279623993595007385788105416184430592 binary64)) x (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x)) z x))
(if (<=.f64 y #s(literal 85 binary64)) x (fma.f64 z (-.f64 t x) x))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 9999999999999999860310597602564577717002641838126363875249660735883565852672743849064846414228960666786379280392654615393353172850252103336275952370615397010730691664689375178569039851073146339641623266071126720011020169553304018596457812688561947201171488461172921822139066929851282122002676667750021070848 binary64)) x (.f64 z (-.f64 t x))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) (.f64 x (neg.f64 z)) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 9999999999999999860310597602564577717002641838126363875249660735883565852672743849064846414228960666786379280392654615393353172850252103336275952370615397010730691664689375178569039851073146339641623266071126720011020169553304018596457812688561947201171488461172921822139066929851282122002676667750021070848 binary64)) x (.f64 x (neg.f64 z))))
(if (<=.f64 y #s(literal 1736881338559743/28948022309329048855892746252171976963317496166410141009864396001978282409984 binary64)) x (fma.f64 t z x))
x

Outputs
(if (<=.f64 y #s(literal 139999999999999991956142245889753844600689251822556417336472732084997361321633799613112880504400279105454232423398078268914241168278636207279637619507107038879034466299457385838375150895357654780198096054952783422048305714036736 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) y)) z x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 139999999999999991956142245889753844600689251822556417336472732084997361321633799613112880504400279105454232423398078268914241168278636207279637619507107038879034466299457385838375150895357654780198096054952783422048305714036736 binary64)) (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 y))) z x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 32999999999999997803368620728392062956391616050738088912149155258710871768769058304877627301918304525504695569653064093273615769312637522400518453159029295557040137304764620950175647217994613015808765048134715105408914819121152 binary64)) (fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 32999999999999997803368620728392062956391616050738088912149155258710871768769058304877627301918304525504695569653064093273615769312637522400518453159029295557040137304764620950175647217994613015808765048134715105408914819121152 binary64)) (fma.f64 (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) z x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 365000000000000012514914585748200297198455785943912610711092117694126708287422797991383813581281318444972109228150040887159064424932419659897405172117209015739374961019933952525714478357369943807804494817574197979198158536704 binary64)) (fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 y #s(literal 183729060881773/17498005798264095394980017816940970922825355447145699491406164851279623993595007385788105416184430592 binary64)) x (fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) y (neg.f64 x)) z x))
(if (<=.f64 y #s(literal 85 binary64)) x (fma.f64 z (-.f64 t x) x))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 9999999999999999860310597602564577717002641838126363875249660735883565852672743849064846414228960666786379280392654615393353172850252103336275952370615397010730691664689375178569039851073146339641623266071126720011020169553304018596457812688561947201171488461172921822139066929851282122002676667750021070848 binary64)) x (.f64 z (-.f64 t x))))
(if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))) #s(literal -inf.0 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))) #s(literal 9999999999999999860310597602564577717002641838126363875249660735883565852672743849064846414228960666786379280392654615393353172850252103336275952370615397010730691664689375178569039851073146339641623266071126720011020169553304018596457812688561947201171488461172921822139066929851282122002676667750021070848 binary64)) x (.f64 z (-.f64 t x))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) (.f64 x (neg.f64 z)) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 9999999999999999860310597602564577717002641838126363875249660735883565852672743849064846414228960666786379280392654615393353172850252103336275952370615397010730691664689375178569039851073146339641623266071126720011020169553304018596457812688561947201171488461172921822139066929851282122002676667750021070848 binary64)) x (.f64 x (neg.f64 z))))
(if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))) #s(literal -inf.0 binary64)) (neg.f64 (.f64 x z)) (if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))) #s(literal 9999999999999999860310597602564577717002641838126363875249660735883565852672743849064846414228960666786379280392654615393353172850252103336275952370615397010730691664689375178569039851073146339641623266071126720011020169553304018596457812688561947201171488461172921822139066929851282122002676667750021070848 binary64)) x (neg.f64 (.f64 x z))))
(if (<=.f64 y #s(literal 1736881338559743/28948022309329048855892746252171976963317496166410141009864396001978282409984 binary64)) x (fma.f64 t z x))
x

soundness1.3s (11.1%)

Memory

11.4MiB live, 1 093.1MiB allocated

Rules

16 898×	`accelerator-lowering-fma.f32`
16 898×	`accelerator-lowering-fma.f64`
15 022×	`accelerator-lowering-fma.f32`
15 022×	`accelerator-lowering-fma.f64`
13 022×	`accelerator-lowering-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	788	20446
1	2618	15756
0	9220	15364
0	23	131
1	176	131
2	1731	131
0	8106	127
0	12	44
1	91	44
2	863	44
0	8202	43
0	703	7355
1	2359	6154
0	9312	5928
0	447	9354
1	1515	7627
2	6277	7212
0	9374	7079
0	881	12619
1	2925	10629
0	9192	10366

Stop Event

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

Compiler

Compiled 520 to 252 computations (51.5% saved)

preprocess224.0ms (1.9%)

Memory: 4.1MiB live, 199.0MiB allocated
Compiler: Compiled 550 to 192 computations (65.1% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze114.0ms (1%)

sample1.5s (12.1%)

preprocess648.0ms (5.4%)

explain457.0ms (3.8%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify338.0ms (2.8%)

localize44.0ms (0.4%)

series56.0ms (0.5%)

rewrite317.0ms (2.6%)

simplify341.0ms (2.8%)

eval106.0ms (0.9%)

prune64.0ms (0.5%)

simplify314.0ms (2.6%)

localize155.0ms (1.3%)

series61.0ms (0.5%)

rewrite366.0ms (3%)

simplify621.0ms (5.2%)

eval207.0ms (1.7%)

prune167.0ms (1.4%)

simplify330.0ms (2.7%)

localize160.0ms (1.3%)

series191.0ms (1.6%)

rewrite512.0ms (4.3%)

simplify564.0ms (4.7%)

eval197.0ms (1.6%)

prune184.0ms (1.5%)

simplify217.0ms (1.8%)

localize123.0ms (1%)

series58.0ms (0.5%)

rewrite333.0ms (2.8%)

simplify538.0ms (4.5%)

eval213.0ms (1.8%)

prune260.0ms (2.2%)

regimes212.0ms (1.8%)

regimes21.0ms (0.2%)

regimes71.0ms (0.6%)

regimes158.0ms (1.3%)

regimes93.0ms (0.8%)

regimes7.0ms (0.1%)

regimes24.0ms (0.2%)

regimes4.0ms (0%)

regimes8.0ms (0.1%)

bsearch37.0ms (0.3%)

bsearch17.0ms (0.1%)

bsearch41.0ms (0.3%)

bsearch18.0ms (0.1%)

bsearch27.0ms (0.2%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

bsearch8.0ms (0.1%)

simplify16.0ms (0.1%)

soundness1.3s (11.1%)

preprocess224.0ms (1.9%)

end0.0ms (0%)

Profiling