Metrics for SynthBasics:moogVCF from YampaSynth-0.2

analyze69.0ms (0.5%)

Memory

2.7MiB live, 119.3MiB 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)

sample1.4s (10.4%)

Memory

9.0MiB live, 1 602.2MiB allocated

Samples

993.0ms	8 051×	0	valid
39.0ms	205×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 795.0ms

ival-sub: 279.0ms (35.1% of total)

ival-mult: 217.0ms (27.3% of total)

ival-div: 160.0ms (20.1% of total)

ival-tanh: 86.0ms (10.8% of total)

ival-add: 38.0ms (4.8% of total)

ival-true: 8.0ms (1% of total)

adjust: 4.0ms (0.5% of total)

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

Bogosity

preprocess368.0ms (2.6%)

Memory

6.2MiB live, 567.2MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Calls

Call 1

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

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

Symmetry

(abs y)

explain210.0ms (1.5%)

Memory

-3.1MiB live, 316.0MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
19	-	-	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
0	-	-	`(/.f64 x y)`
0	-	-	`(/.f64 t y)`
0	-	-	`t`
0	-	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	-	-	`(tanh.f64 (/.f64 x y))`
0	-	-	`z`
0	-	-	`(tanh.f64 (/.f64 t y))`
0	-	-	`y`
0	-	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	-	-	`(*.f64 y z)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*no**	12	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	3	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	2	0
↳	`(*.f64 y z)`	overflow	33
↳	`(/.f64 t y)`	underflow	32
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	53
↳	`(tanh.f64 (/.f64 x y))`	underflow	30
↳	`(/.f64 x y)`	underflow	30
↳	`(tanh.f64 (/.f64 t y))`	underflow	32

Confusion

	Predicted +	Predicted -
+	17	0
-	0	239

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	17	0	0
-	0	0	239

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	239
1	17

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

57.0ms	80×	2	valid
40.0ms	422×	0	valid
2.0ms	10×	1	valid

Compiler

Compiled 158 to 52 computations (67.1% saved)

Precisions

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

ival-div: 10.0ms (28.3% of total)

ival-tanh: 8.0ms (22.6% of total)

ival-mult: 8.0ms (22.6% of total)

adjust: 3.0ms (8.5% of total)

ival-sub: 3.0ms (8.5% of total)

ival-add: 3.0ms (8.5% of total)

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

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

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	93.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 19 to 12 computations (36.8% saved)

simplify595.0ms (4.3%)

Memory

-58.4MiB live, 555.8MiB 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×	`lower-fma.f64`
12 492×	`lower-fma.f32`
3 782×	`lower-*.f32`
3 778×	`lower-*.f64`
2 164×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Calls

Call 1

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

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

localize44.0ms (0.3%)

Memory

20.8MiB live, 100.5MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	93.1%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

21.0ms	211×	0	valid
9.0ms	40×	2	valid
1.0ms	5×	1	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

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

ival-div: 5.0ms (29.6% of total)

ival-mult: 4.0ms (23.7% of total)

ival-tanh: 3.0ms (17.8% of total)

adjust: 1.0ms (5.9% of total)

ival-sub: 1.0ms (5.9% of total)

ival-add: 1.0ms (5.9% of total)

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

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

series54.0ms (0.4%)

Memory

7.1MiB live, 119.4MiB allocated

Counts

5 → 180

Calls

Call 1

Inputs
#<alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))>
#<alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))>
#<alt (*.f64 y z)>
#<alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))>
#<alt (tanh.f64 (/.f64 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>
#<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 (* 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 (* 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)))>
#<alt (* 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)))>
#<alt (* 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)))>
#<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 (* -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)))))>
#<alt (* -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)))))>
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#<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)>
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#<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))>
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#<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)))))))>
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#<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)))))))>
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#<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)))>
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#<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)))))>
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#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
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#<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)>
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#<alt (/ x y)>
#<alt (* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))>
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#<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
6.0ms	t	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
5.0ms	y	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
4.0ms	x	@	0	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	z	@	0	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))
3.0ms	y	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))

simplify676.0ms (4.8%)

Memory

-18.7MiB live, 418.7MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

1×	iter limit
1×	node limit

Counts

180 → 176

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)))))
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(/ (- (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)))))
(/ (- (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 x 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 (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))

rewrite478.0ms (3.4%)

Memory

28.8MiB live, 540.5MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	44
0	20	44
1	99	44
2	871	44
0	8208	43

Stop Event

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

Counts

5 → 266

Calls

Call 1

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

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

eval75.0ms (0.5%)

Memory: -3.9MiB live, 121.5MiB allocated
Compiler: Compiled 20 445 to 1 580 computations (92.3% saved)

prune60.0ms (0.4%)

Memory

-3.9MiB live, 156.9MiB allocated

Pruning

10 alts after pruning (10 fresh and 0 done)

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

Accuracy

100.0%

Counts

443 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	82.0%	(+.f64 x (/.f64 (.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (.f64 y z)) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
▶	66.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
	40.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (neg.f64 (/.f64 (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) x) y))))))
▶	47.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
	21.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (+.f64 (/.f64 (/.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)))) y) y) (-.f64 x t)) (neg.f64 y)))))
	62.0%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (*.f64 z (-.f64 t x))))
▶	23.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x)))
▶	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
	25.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (-.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)))

Compiler

Compiled 558 to 298 computations (46.6% saved)

simplify345.0ms (2.5%)

Memory

6.6MiB live, 513.3MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x)))
✓	cost-diff	320	(fma.f64 z (-.f64 t x) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x))
✓	cost-diff	1536	(-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))
✓	cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(fma.f64 z (-.f64 t x) x)
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	cost-diff	0	(*.f64 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)

Rules

11 652×	`lower-fma.f32`
11 640×	`lower-fma.f64`
4 568×	`lower-*.f32`
4 546×	`lower-*.f64`
2 652×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	47	474
0	82	432
1	175	432
2	406	432
3	1171	392
4	4623	392
0	8531	379

Stop Event

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

Calls

Call 1

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

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

localize222.0ms (1.6%)

Memory

18.6MiB live, 323.0MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
✓	accuracy	93.1%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
✓	accuracy	52.6%	#s(approx (tanh (/ x y)) (/.f64 x y))
✓	accuracy	89.0%	(/.f64 z (*.f64 y y))
✓	accuracy	82.6%	(fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x)
✓	accuracy	47.8%	(-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))
✓	accuracy	37.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x)))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	93.1%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
✓	accuracy	35.5%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(fma.f64 z (-.f64 t x) x)
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.2%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
✓	accuracy	98.8%	(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

63.0ms	211×	0	valid
57.0ms	41×	2	valid
9.0ms	4×	3	valid

Compiler

Compiled 410 to 39 computations (90.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 86.0ms

ival-mult: 44.0ms (50.9% of total)

ival-sub: 10.0ms (11.6% of total)

ival-div: 9.0ms (10.4% of total)

ival-add: 9.0ms (10.4% of total)

adjust: 6.0ms (6.9% of total)

const: 5.0ms (5.8% of total)

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

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

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

exact: 0.0ms (0% of total)

series79.0ms (0.6%)

Memory

6.4MiB live, 165.9MiB allocated

Counts

22 → 828

Calls

Call 1

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

207 calls:

Time	Variable		Point	Expression
9.0ms	x	@	0	(+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x))
5.0ms	y	@	0	(tanh (/ t y))
2.0ms	z	@	inf	(/ z (* y y))
1.0ms	y	@	0	(+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x))
1.0ms	z	@	0	(+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x))

simplify700.0ms (5%)

Memory

-5.6MiB live, 999.5MiB allocated

Algorithm

1×	egg-herbie

Rules

16 158×	`lower-fma.f64`
16 158×	`lower-fma.f32`
6 306×	`lower-*.f64`
6 306×	`lower-*.f32`
5 778×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	788	38152
1	2620	28893
0	9465	28107

Stop Event

1×	iter limit
1×	node limit

Counts

828 → 800

Calls

Call 1

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

rewrite461.0ms (3.3%)

Memory

-11.9MiB live, 584.6MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 206×	`lower-/.f32`
4 198×	`lower-/.f64`
3 618×	`lower-*.f32`
3 596×	`lower-*.f64`
3 414×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	47	351
0	82	325
1	342	325
2	3036	325
0	8280	315

Stop Event

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

Counts

22 → 585

Calls

Call 1

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

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

eval231.0ms (1.7%)

Memory: 11.7MiB live, 511.3MiB allocated
Compiler: Compiled 69 561 to 3 281 computations (95.3% saved)

prune217.0ms (1.6%)

Memory

24.6MiB live, 381.0MiB allocated

Pruning

30 alts after pruning (29 fresh and 1 done)

	Pruned	Kept	Total
New	1 524	28	1 552
Fresh	4	1	5
Picked	4	1	5
Done	0	0	0
Total	1 532	30	1 562

Accuracy

100.0%

Counts

1 562 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.1%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
	70.6%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
	51.9%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
✓	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	45.2%	(fma.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x 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 x)
	62.0%	(fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
▶	47.7%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	58.2%	(fma.f64 #s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z (-.f64 t x)) y)) y x)
	23.9%	(/.f64 (-.f64 (.f64 (.f64 z y) (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))) (.f64 x x)) (-.f64 (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) x))
	40.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (neg.f64 (/.f64 (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) x) y))))))
	32.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (.f64 (/.f64 x y) (/.f64 x y))) (+.f64 (/.f64 t y) (/.f64 x y))))))
	31.6%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x)))))
	42.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
	47.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	27.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64))))))
	50.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
	44.3%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 x (+.f64 (/.f64 t (.f64 x y)) (/.f64 #s(literal -1 binary64) y)))))))
	23.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (.f64 (fma.f64 t t (*.f64 x (+.f64 t x))) (-.f64 t x)))) x))
	18.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) #s(approx (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x) (.f64 (.f64 x (.f64 x x)) (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (*.f64 x x)))))))
	39.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 t x))) x))
	56.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (fma.f64 t (/.f64 x (neg.f64 t)) t)) x))
	51.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x))
▶	28.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (-.f64 x (*.f64 z (-.f64 t x)))))
▶	9.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))))))))
	9.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (.f64 (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (*.f64 z (-.f64 t x))))))))
	2.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x)) (/.f64 (.f64 (.f64 x (.f64 (.f64 x x) #s(literal 1/3 binary64))) z) (*.f64 y y))))
	11.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x)) (.f64 (.f64 x (.f64 x x)) (-.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (.f64 x x))) (/.f64 z (.f64 x x))))))
	53.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (fma.f64 x (-.f64 (*.f64 t (/.f64 z x)) z) x)))
	28.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
▶	20.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Compiler

Compiled 1 376 to 689 computations (49.9% saved)

simplify217.0ms (1.6%)

Memory

-37.8MiB live, 357.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))))))))
✓	cost-diff	128	(-.f64 x (*.f64 z (-.f64 t x)))
✓	cost-diff	256	(fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x)))))
✓	cost-diff	704	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x)))))))
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (-.f64 x (*.f64 z (-.f64 t x)))))
✓	cost-diff	128	(-.f64 x (*.f64 z (-.f64 t x)))
✓	cost-diff	384	(-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x)))))
✓	cost-diff	1856	(/.f64 (-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (-.f64 x (*.f64 z (-.f64 t x))))
✓	cost-diff	0	(/.f64 (-.f64 t x) y)
✓	cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
✓	cost-diff	0	(*.f64 z y)
✓	cost-diff	0	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
✓	cost-diff	0	(*.f64 z t)
✓	cost-diff	0	#s(approx (+ (* z (- t x)) x) (*.f64 z t))
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.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)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
✓	cost-diff	320	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))

Rules

6 508×	`lower-fma.f32`
6 498×	`lower-fma.f64`
4 260×	`lower-*.f32`
4 236×	`lower-*.f64`
2 278×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	546
0	84	487
1	178	487
2	440	483
3	1606	447
4	7008	437
0	8044	425

Stop Event

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

Calls

Call 1

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

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

localize231.0ms (1.7%)

Memory

-1.8MiB live, 234.9MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	accuracy	90.2%	(fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x)))))
✓	accuracy	70.6%	(.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (*.f64 (-.f64 t x) (-.f64 t x))))
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))))))))
✓	accuracy	27.0%	(/.f64 (fma.f64 x (-.f64 x (.f64 z (-.f64 t x))) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))))))
✓	accuracy	93.0%	(.f64 z (.f64 (-.f64 t x) (*.f64 z (-.f64 t x))))
✓	accuracy	86.1%	(-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x)))))
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (-.f64 x (*.f64 z (-.f64 t x)))))
✓	accuracy	45.3%	(/.f64 (-.f64 (.f64 x x) (.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))))) (-.f64 x (*.f64 z (-.f64 t x))))
✓	accuracy	100.0%	(*.f64 z y)
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	93.7%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
✓	accuracy	35.5%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(*.f64 z t)
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))
✓	accuracy	45.6%	#s(approx (+ (* z (- t x)) x) (*.f64 z t))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.5%	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))
✓	accuracy	99.2%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
✓	accuracy	93.7%	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)

Samples

80.0ms	211×	0	valid
33.0ms	40×	2	valid
3.0ms	5×	1	valid

Compiler

Compiled 460 to 46 computations (90% saved)

Precisions

Click to see histograms. Total time spent on operations: 79.0ms

ival-mult: 42.0ms (53.2% of total)

ival-div: 12.0ms (15.2% of total)

ival-add: 9.0ms (11.4% of total)

adjust: 6.0ms (7.6% of total)

ival-sub: 5.0ms (6.3% of total)

ival-tanh: 3.0ms (3.8% of total)

ival-neg: 1.0ms (1.3% of total)

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

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

exact: 0.0ms (0% of total)

series325.0ms (2.3%)

Memory

-3.2MiB live, 163.7MiB allocated

Counts

24 → 876

Calls

Call 1

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

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

Calls

219 calls:

Time	Variable		Point	Expression
63.0ms	z	@	0	(* z (* (- t x) (* z (- t x))))
54.0ms	x	@	0	(/ 1 (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))))
49.0ms	t	@	-inf	(+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x)
6.0ms	t	@	inf	(/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x))))))
2.0ms	x	@	inf	(/ 1 (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))))

simplify705.0ms (5.1%)

Memory

18.4MiB live, 877.2MiB allocated

Algorithm

1×	egg-herbie

Rules

7 180×	`lower-*.f64`
7 180×	`lower-*.f32`
6 892×	`lower-fma.f64`
6 892×	`lower-fma.f32`
4 662×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	2184	36636
1	7384	36612
0	8907	35285

Stop Event

1×	iter limit
1×	node limit

Counts

876 → 852

Calls

Call 1

Inputs
(* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* t z) y))
(+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ (* -1/3 (/ (* (pow t 2) z) (pow y 3))) (/ z y))))
(+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ (* (pow t 2) (+ (* -1/3 (/ z (pow y 3))) (* 2/15 (/ (* (pow t 2) z) (pow y 5))))) (/ z y))))
(+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
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(/ (+ (* -1 (* x z)) (* t z)) y)
(/ (+ (* -1 (* x z)) (+ (* -1/2 (/ (* z (+ (* -1 (pow x 2)) (pow x 2))) y)) (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (* t z)))) y)
(/ (+ (* -1 (* x z)) (+ (* -1 (/ (* z (- (* 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 (/ (* z (+ (* -1 (pow x 2)) (pow x 2))) y)) (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (+ (* t z) (/ (* 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))))))) y)
(/ (+ (* -1 (* x z)) (+ (* -1 (/ (* z (- (* 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 (/ (* z (- (* 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 (/ (* z (+ (* -1 (pow x 2)) (pow x 2))) y)) (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (+ (* t z) (+ (/ (* 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))))))))) y)
(* -1 (/ (+ (* -1 (* t z)) (* x z)) y))
(* -1 (/ (+ (* -1 (* t z)) (+ (* -1 (/ (+ (* -1/2 (* z (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* z (+ (* -1 (pow t 2)) (pow t 2))))) y)) (* x z))) y))
(* -1 (/ (+ (* -1 (* t z)) (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (* z (- (* 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))))) (* 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)) (+ (* -1/2 (* z (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* z (+ (* -1 (pow t 2)) (pow t 2)))))) y)) (* x z))) y))
(* -1 (/ (+ (* -1 (* t z)) (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (* z (- (* 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))))) (+ (* -1 (/ (+ (* -1 (* z (- (* 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))))))))))) (* 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)) (* 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)) (+ (* -1/2 (* z (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* z (+ (* -1 (pow t 2)) (pow t 2)))))) y)) (* x z))) y))
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(/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
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(+ x (* y (+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ x (* y (+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
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x
(+ x (* y (+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
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(* -1 (* (pow x 3) (- (+ (* -1 (/ (* (pow z 3) (+ t (* 2 t))) x)) (pow z 3)) 1)))
(* -1 (* (pow x 3) (- (+ (* -1 (/ (+ (* -1 (/ (* (pow z 3) (+ (* 2 (pow t 2)) (pow t 2))) x)) (* (pow z 3) (+ t (* 2 t)))) x)) (pow z 3)) 1)))
(* -1 (* (pow x 3) (- (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow t 3) (pow z 3)) x)) (* (pow z 3) (+ (* 2 (pow t 2)) (pow t 2)))) x)) (* (pow z 3) (+ t (* 2 t)))) x)) (pow z 3)) 1)))
(pow x 3)
(+ (* (pow z 3) (pow (- t x) 3)) (pow x 3))
(+ (* (pow z 3) (pow (- t x) 3)) (pow x 3))
(+ (* (pow z 3) (pow (- t x) 3)) (pow x 3))
(* (pow z 3) (pow (- t x) 3))
(* (pow z 3) (+ (/ (pow x 3) (pow z 3)) (pow (- t x) 3)))
(* (pow z 3) (+ (/ (pow x 3) (pow z 3)) (pow (- t x) 3)))
(* (pow z 3) (+ (/ (pow x 3) (pow z 3)) (pow (- t x) 3)))
(* (pow z 3) (pow (- t x) 3))
(* -1 (* (pow z 3) (+ (* -1 (/ (pow x 3) (pow z 3))) (* -1 (pow (- t x) 3)))))
(* -1 (* (pow z 3) (+ (* -1 (/ (pow x 3) (pow z 3))) (* -1 (pow (- t x) 3)))))
(* -1 (* (pow z 3) (+ (* -1 (/ (pow x 3) (pow z 3))) (* -1 (pow (- t x) 3)))))
(+ (* -1 (* (pow x 3) (pow z 3))) (pow x 3))
(+ (* -1 (* (pow x 3) (pow z 3))) (+ (* t (* (pow z 3) (+ (* 2 (pow x 2)) (pow x 2)))) (pow x 3)))
(+ (* -1 (* (pow x 3) (pow z 3))) (+ (* t (+ (* t (* (pow z 3) (+ (* -2 x) (* -1 x)))) (* (pow z 3) (+ (* 2 (pow x 2)) (pow x 2))))) (pow x 3)))
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(* (pow t 3) (pow z 3))
(* (pow t 3) (+ (/ (* (pow z 3) (+ (* -2 x) (* -1 x))) t) (pow z 3)))
(* (pow t 3) (+ (/ (* (pow z 3) (+ (* -2 x) (* -1 x))) t) (+ (/ (* (pow z 3) (+ (* 2 (pow x 2)) (pow x 2))) (pow t 2)) (pow z 3))))
(* (pow t 3) (+ (* -1 (/ (* (pow x 3) (pow z 3)) (pow t 3))) (+ (/ (* (pow z 3) (+ (* -2 x) (* -1 x))) t) (+ (/ (* (pow z 3) (+ (* 2 (pow x 2)) (pow x 2))) (pow t 2)) (+ (/ (pow x 3) (pow t 3)) (pow z 3))))))
(* (pow t 3) (pow z 3))
(* -1 (* (pow t 3) (+ (* -1 (pow z 3)) (/ (* (pow z 3) (+ x (* 2 x))) t))))
(* -1 (* (pow t 3) (+ (* -1 (/ (+ (* -1 (* (pow z 3) (+ x (* 2 x)))) (/ (* (pow z 3) (+ (* 2 (pow x 2)) (pow x 2))) t)) t)) (* -1 (pow z 3)))))
(* -1 (* (pow t 3) (+ (* -1 (/ (+ (* -1 (* (pow z 3) (+ x (* 2 x)))) (* -1 (/ (+ (* -1 (* (pow z 3) (+ (* 2 (pow x 2)) (pow x 2)))) (* -1 (/ (+ (* -1 (* (pow x 3) (pow z 3))) (pow x 3)) t))) t))) t)) (* -1 (pow z 3)))))

Outputs
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rewrite391.0ms (2.8%)

Memory

-2.6MiB live, 783.9MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

6 570×	`lower-*.f32`
6 546×	`lower-*.f64`
3 334×	`lower-/.f32`
3 322×	`lower-/.f64`
2 958×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	434
0	84	325
1	342	252
2	2804	252
0	8824	245

Stop Event

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

Counts

24 → 679

Calls

Call 1

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

Outputs
(+.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z))
(+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))
(-.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 z (tanh.f64 (/.f64 x y))))
(-.f64 (/.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))) (/.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))
(fma.f64 z (tanh.f64 (/.f64 t y)) (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))
(fma.f64 z (neg.f64 (tanh.f64 (/.f64 x y))) (*.f64 (tanh.f64 (/.f64 t y)) z))
(fma.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z) (*.f64 (tanh.f64 (/.f64 t y)) z))
(fma.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z (*.f64 (tanh.f64 (/.f64 t y)) z))
(fma.f64 #s(literal -1 binary64) (.f64 z (tanh.f64 (/.f64 x y))) (.f64 (tanh.f64 (/.f64 t y)) z))
(fma.f64 (.f64 z #s(literal -1 binary64)) (tanh.f64 (/.f64 x y)) (.f64 (tanh.f64 (/.f64 t y)) z))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64))) (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (.f64 (tanh.f64 (/.f64 t y)) (.f64 z (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))))))
(/.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64))) (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))) (neg.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(/.f64 (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64))) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z)))
(/.f64 (*.f64 z (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))))
(/.f64 (*.f64 z (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(/.f64 (-.f64 (.f64 (.f64 z (.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))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (.f64 (.f64 z (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y)))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 (/.f64 x y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 z (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y)))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64))))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64)))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 (/.f64 x y) #s(literal -2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 z (expm1.f64 (.f64 (/.f64 t y) #s(literal 2 binary64)))) (.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))) z))) (.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 z (expm1.f64 (.f64 (/.f64 t 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) (exp.f64 (.f64 (/.f64 t y) #s(literal 2 binary64)))) (.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) z))) (.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 x y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 z (expm1.f64 (.f64 (/.f64 t 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) (exp.f64 (.f64 (/.f64 t y) #s(literal 2 binary64)))) (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64)))) z))) (.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 x y) #s(literal -2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 z (-.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 #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))) z))) (.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 z (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y)))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) (.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) z))) (.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 x y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 z (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y)))) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64))))) (.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 x y) #s(literal -2 binary64)))) z))) (.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 x y) #s(literal -2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) z) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) z) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 (/.f64 x y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) z) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64))))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64)))) z))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 (/.f64 x y) #s(literal -2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (expm1.f64 (.f64 (/.f64 t y) #s(literal 2 binary64))) z) (.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))) z))) (.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))) z) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 t y) #s(literal 2 binary64)))) (.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) z))) (.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 x y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (expm1.f64 (.f64 (/.f64 t y) #s(literal 2 binary64))) z) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64))))) (.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 x y) #s(literal -2 binary64)))) z))) (.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 x y) #s(literal -2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) z) (.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))) z))) (.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))) z) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))) (.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) (.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) z))) (.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 x y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) t) y))) z) (+.f64 #s(literal 1 binary64) (exp.f64 (.f64 (/.f64 x y) #s(literal -2 binary64))))) (.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 x y) #s(literal -2 binary64)))) z))) (.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 x y) #s(literal -2 binary64))))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))) (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))) (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(pow.f64 (/.f64 (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))) #s(literal -1 binary64))
(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
(.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (tanh.f64 (/.f64 t y)) z)) (pow.f64 (*.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)))))
(.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
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(fma.f64 (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))) (.f64 z (.f64 z z)) (.f64 x (.f64 x x)))
(fma.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z z))) (.f64 (-.f64 t x) (-.f64 t x)) (.f64 x (.f64 x x)))
(fma.f64 (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (-.f64 t x)) z (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 z #s(literal 3/2 binary64)) (pow.f64 (.f64 (-.f64 t x) (.f64 z (-.f64 t x))) #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 x #s(literal 3/2 binary64)) (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (*.f64 z (-.f64 t x))))))
(fma.f64 (pow.f64 (.f64 z (-.f64 t x)) #s(literal 3/2 binary64)) (pow.f64 (.f64 z (-.f64 t x)) #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 (-.f64 t x) #s(literal 3/2 binary64)) (pow.f64 (.f64 z (.f64 z (-.f64 t x))) #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 (-.f64 t x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (.f64 z (-.f64 t x)) z) #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(fma.f64 (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (-.f64 t x))) (-.f64 t x) (.f64 x (.f64 x x)))
(fma.f64 (.f64 (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))) z) (.f64 z z) (.f64 x (.f64 x x)))
(fma.f64 (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z z))) (-.f64 t x)) (-.f64 t x) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 (.f64 (-.f64 t x) (.f64 z (-.f64 t x))) #s(literal 3/2 binary64)) (pow.f64 z #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 (.f64 z (.f64 z (-.f64 t x))) #s(literal 3/2 binary64)) (pow.f64 (-.f64 t x) #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 (.f64 (.f64 z (-.f64 t x)) z) #s(literal 3/2 binary64)) (pow.f64 (-.f64 t x) #s(literal 3/2 binary64)) (.f64 x (.f64 x x)))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (.f64 x x))) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x))))) (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (pow.f64 (*.f64 z (-.f64 t x)) #s(literal 9 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x)))) (.f64 (fma.f64 z (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (-.f64 t x)) (.f64 x (.f64 x x))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (*.f64 z (-.f64 t x)))))))
(/.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (pow.f64 (.f64 z (-.f64 t x)) #s(literal 9 binary64))) (fma.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (.f64 x x))) (.f64 (.f64 x x) (.f64 x (.f64 x (*.f64 x x))))))
(/.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (pow.f64 (.f64 z (-.f64 t x)) #s(literal 9 binary64))) (fma.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (.f64 (.f64 z (-.f64 t x)) (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))))) (-.f64 (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (*.f64 x x))))))
(/.f64 (.f64 (fma.f64 z (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (-.f64 t x)) (.f64 x (.f64 x x))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x))))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (*.f64 z (-.f64 t x)))))
(/.f64 (neg.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (pow.f64 (.f64 z (-.f64 t x)) #s(literal 9 binary64)))) (neg.f64 (fma.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (.f64 x x))) (.f64 (.f64 x x) (.f64 x (.f64 x (*.f64 x x)))))))
(/.f64 (neg.f64 (.f64 (fma.f64 z (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (-.f64 t x)) (.f64 x (.f64 x x))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x)))))) (neg.f64 (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (*.f64 z (-.f64 t x))))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))))) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x))))) (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (*.f64 x x))))
(/.f64 (-.f64 (.f64 (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x))))) (.f64 (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x)))) (.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))))))) (.f64 (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x)))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (*.f64 z (-.f64 t x))))))
(pow.f64 (/.f64 (fma.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (.f64 x x))) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x))))) (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (pow.f64 (*.f64 z (-.f64 t x)) #s(literal 9 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x)))) (.f64 (fma.f64 z (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (-.f64 t x)) (.f64 x (.f64 x x))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (*.f64 z (-.f64 t x)))))) #s(literal -1 binary64))
(.f64 (fma.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))) (.f64 x (-.f64 x (*.f64 z (-.f64 t x))))) (fma.f64 z (-.f64 t x) x))
(.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))) (pow.f64 (.f64 z (-.f64 t x)) #s(literal 9 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x))))) (.f64 x (.f64 x x))) (.f64 (.f64 x x) (.f64 x (.f64 x (.f64 x x)))))))
(.f64 (.f64 (fma.f64 z (.f64 (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))) (-.f64 t x)) (.f64 x (.f64 x x))) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x))))) (/.f64 #s(literal 1 binary64) (.f64 (fma.f64 (.f64 z (-.f64 t x)) (fma.f64 z (-.f64 t x) x) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x))))))

eval281.0ms (2%)

Memory: 78.0MiB live, 599.1MiB allocated
Compiler: Compiled 82 388 to 4 541 computations (94.5% saved)

prune211.0ms (1.5%)

Memory

-47.9MiB live, 457.2MiB allocated

Pruning

30 alts after pruning (27 fresh and 3 done)

	Pruned	Kept	Total
New	1 625	20	1 645
Fresh	17	7	24
Picked	3	2	5
Done	0	1	1
Total	1 645	30	1 675

Accuracy

100.0%

Counts

1 675 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.1%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
▶	70.6%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
	51.9%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
✓	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	62.0%	(fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	32.2%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (*.f64 (/.f64 x y) (/.f64 x y))) (+.f64 (/.f64 t y) (/.f64 x y)))) x)
	31.6%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))) x)
	47.7%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) x)
	50.0%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
	44.3%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 x (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y))))) x)
	42.2%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (neg.f64 (/.f64 x y)))) x)
▶	58.2%	(fma.f64 #s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z (-.f64 t x)) y)) y x)
	23.9%	(/.f64 (-.f64 (.f64 (.f64 z y) (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))) (.f64 x x)) (-.f64 (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) x))
	51.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x))
	20.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) #s(approx ( z (* (- t x) (* z (- t x)))) (fma.f64 (.f64 x x) (.f64 z z) (.f64 (.f64 #s(literal -2 binary64) t) (.f64 x (.f64 z z)))))) (-.f64 x (*.f64 z (-.f64 t x)))))
	21.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (.f64 (.f64 x x) (-.f64 (fma.f64 #s(literal 2 binary64) (/.f64 (.f64 t (.f64 z z)) x) #s(literal 1 binary64)) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x)))))
	19.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (.f64 x x)) (-.f64 x (.f64 z (-.f64 t x)))))
▶	6.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x)))))
	9.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x)) (.f64 x (-.f64 x (.f64 z (-.f64 t x))))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (.f64 (-.f64 t x) (-.f64 t x))))))))
	2.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (/.f64 #s(approx (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (.f64 (.f64 t t) (.f64 z z))) (fma.f64 x (.f64 x x) (.f64 (.f64 z (.f64 z z)) (.f64 (-.f64 t x) (*.f64 (-.f64 t x) (-.f64 t x))))))))
	30.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (.f64 (-.f64 x (.f64 z (-.f64 t x))) (/.f64 #s(literal 1 binary64) (.f64 (fma.f64 z (-.f64 t x) x) (-.f64 x (.f64 z (-.f64 t x))))))))
	18.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 (-.f64 (+.f64 (neg.f64 (/.f64 x (.f64 t (.f64 z z)))) (/.f64 #s(literal 1 binary64) z)) (neg.f64 (/.f64 x (*.f64 z t)))) t))))
	14.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 (+.f64 (neg.f64 (/.f64 x (.f64 t (.f64 z z)))) (-.f64 (fma.f64 x (/.f64 (-.f64 x (.f64 (neg.f64 x) z)) (.f64 (.f64 t t) (.f64 z (.f64 z z)))) (/.f64 #s(literal 1 binary64) z)) (+.f64 (neg.f64 (/.f64 x (.f64 z t))) (fma.f64 (.f64 x #s(literal -3 binary64)) (/.f64 (-.f64 (neg.f64 (/.f64 x (.f64 z z))) (/.f64 (neg.f64 x) z)) (.f64 t t)) (/.f64 (.f64 #s(literal 2 binary64) (.f64 x x)) (.f64 z (*.f64 t t))))))) t))))
	56.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x))))
▶	24.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
▶	28.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z (-.f64 t x))))
	21.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (neg.f64 (/.f64 (.f64 z (.f64 (-.f64 t x) (-.f64 t x))) (-.f64 x t)))))
	43.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ 1 (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x))))))) (neg.f64 (/.f64 (.f64 x (fma.f64 z (.f64 z z) #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) (fma.f64 z z z))))))
	53.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (fma.f64 x (-.f64 (*.f64 t (/.f64 z x)) z) x)))
✓	20.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Compiler

Compiled 1 415 to 700 computations (50.5% saved)

simplify237.0ms (1.7%)

Memory

13.9MiB live, 445.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z))))
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
✓	cost-diff	64	(/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)
✓	cost-diff	128	(neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z))
✓	cost-diff	0	#s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (*.f64 z z))))
✓	cost-diff	0	(/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x))))
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x)))))
✓	cost-diff	128	(-.f64 x (*.f64 z (-.f64 t x)))
✓	cost-diff	0	(*.f64 z (-.f64 t x))
✓	cost-diff	0	(/.f64 (*.f64 z (-.f64 t x)) y)
✓	cost-diff	0	#s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z (-.f64 t x)) y))
✓	cost-diff	0	(fma.f64 #s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z (-.f64 t x)) y)) y x)
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(*.f64 z (-.f64 t x))
✓	cost-diff	0	#s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z (-.f64 t x)))
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z (-.f64 t x))))
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
✓	cost-diff	0	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y)
✓	cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)

Rules

7 036×	`lower-fma.f32`
7 032×	`lower-fma.f64`
4 128×	`lower-*.f32`
4 114×	`lower-*.f64`
2 082×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	64	669
0	94	639
1	210	639
2	516	635
3	1709	598
4	6438	585
0	8109	568

Stop Event

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

Calls

Call 1

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

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

localize263.0ms (1.9%)

Memory

4.6MiB live, 321.1MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	85.6%	(.f64 z (.f64 (-.f64 t x) (-.f64 t x)))
✓	accuracy	82.5%	(/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x))))
✓	accuracy	65.2%	#s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
✓	accuracy	73.6%	(.f64 (.f64 t t) (*.f64 z z))
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x)))))
✓	accuracy	52.6%	#s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (*.f64 z z))))
✓	accuracy	45.3%	(/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x))))
✓	accuracy	100.0%	(*.f64 z (-.f64 t x))
✓	accuracy	99.2%	(fma.f64 #s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z (-.f64 t x)) y)) y x)
✓	accuracy	92.6%	(/.f64 (*.f64 z (-.f64 t x)) y)
✓	accuracy	35.9%	#s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z (-.f64 t x)) y))
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(*.f64 z (-.f64 t x))
✓	accuracy	65.7%	#s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z (-.f64 t x)))
✓	accuracy	62.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z (-.f64 t x))))
✓	accuracy	100.0%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
✓	accuracy	96.8%	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y)
✓	accuracy	52.6%	#s(approx (tanh (/ x y)) (/.f64 x y))

Samples

82.0ms	211×	0	valid
40.0ms	41×	2	valid
4.0ms	4×	3	valid

Compiler

Compiled 443 to 50 computations (88.7% saved)

Precisions

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

ival-mult: 46.0ms (47.5% of total)

ival-div: 19.0ms (19.6% of total)

adjust: 12.0ms (12.4% of total)

ival-sub: 7.0ms (7.2% of total)

ival-add: 7.0ms (7.2% of total)

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

ival-neg: 2.0ms (2.1% of total)

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

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

exact: 0.0ms (0% of total)

series73.0ms (0.5%)

Memory

20.5MiB live, 137.5MiB allocated

Counts

24 → 900

Calls

Call 1

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

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))))))))))>
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#<alt (+ x (* -1 (* z (- (* -1 t) (* -1 x)))))>
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#<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))))))))))>
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#<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 (* t z)>
#<alt (+ (* t z) (* x (- (* -2 z) (* -1 (- 1 (* -1 z))))))>
#<alt (+ (* t z) (* x (- (+ (* -2 z) (* x (- (* -1 (/ (- 1 (pow z 2)) (* t z))) (* -1 (/ (* (- 1 (* -1 z)) (- (* -2 z) (* -1 (- 1 (* -1 z))))) (* t z)))))) (* -1 (- 1 (* -1 z))))))>
#<alt (+ (* t z) (* x (- (+ (* -2 z) (* x (- (+ (* -1 (/ (- 1 (pow z 2)) (* t z))) (/ (* x (* (- 1 (* -1 z)) (- (* -1 (/ (- 1 (pow z 2)) (* t z))) (* -1 (/ (* (- 1 (* -1 z)) (- (* -2 z) (* -1 (- 1 (* -1 z))))) (* t z)))))) (* t z))) (* -1 (/ (* (- 1 (* -1 z)) (- (* -2 z) (* -1 (- 1 (* -1 z))))) (* t z)))))) (* -1 (- 1 (* -1 z))))))>
#<alt (/ (* x (- 1 (pow z 2))) (- 1 (* -1 z)))>
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#<alt (* x (- (+ (* -1 (/ (* (pow t 2) (pow z 2)) (* (pow x 2) (- 1 (* -1 z))))) (+ (* 2 (/ (* t (pow z 2)) (* x (- 1 (* -1 z))))) (/ 1 (- 1 (* -1 z))))) (+ (* -1 (/ (* t (* z (- 1 (pow z 2)))) (* x (pow (- 1 (* -1 z)) 2)))) (+ (* -1 (/ (* t (* z (- (* 2 (/ (* t (pow z 2)) (- 1 (* -1 z)))) (* -1 (/ (* t (* z (- 1 (pow z 2)))) (pow (- 1 (* -1 z)) 2)))))) (* (pow x 2) (- 1 (* -1 z))))) (/ (pow z 2) (- 1 (* -1 z)))))))>
#<alt (* x (- (+ (* -1 (/ (* (pow t 2) (pow z 2)) (* (pow x 2) (- 1 (* -1 z))))) (+ (* 2 (/ (* t (pow z 2)) (* x (- 1 (* -1 z))))) (+ (/ 1 (- 1 (* -1 z))) (/ (* t (* z (- (* -1 (/ (* (pow t 2) (pow z 2)) (- 1 (* -1 z)))) (* -1 (/ (* t (* z (- (* 2 (/ (* t (pow z 2)) (- 1 (* -1 z)))) (* -1 (/ (* t (* z (- 1 (pow z 2)))) (pow (- 1 (* -1 z)) 2)))))) (- 1 (* -1 z))))))) (* (pow x 3) (- 1 (* -1 z))))))) (+ (* -1 (/ (* t (* z (- 1 (pow z 2)))) (* x (pow (- 1 (* -1 z)) 2)))) (+ (* -1 (/ (* t (* z (- (* 2 (/ (* t (pow z 2)) (- 1 (* -1 z)))) (* -1 (/ (* t (* z (- 1 (pow z 2)))) (pow (- 1 (* -1 z)) 2)))))) (* (pow x 2) (- 1 (* -1 z))))) (/ (pow z 2) (- 1 (* -1 z)))))))>
#<alt (/ (* x (- 1 (pow z 2))) (+ 1 z))>
#<alt (* -1 (* x (- (+ (* -2 (/ (* t (pow z 2)) (* x (+ 1 z)))) (* -1 (/ (- 1 (pow z 2)) (+ 1 z)))) (/ (* t (* z (- 1 (pow z 2)))) (* x (pow (+ 1 z) 2))))))>
#<alt (* -1 (* x (+ (* -1 (/ (- 1 (pow z 2)) (+ 1 z))) (* -1 (/ (- (+ (* -1 (- (* -2 (/ (* t (pow z 2)) (+ 1 z))) (/ (* t (* z (- 1 (pow z 2)))) (pow (+ 1 z) 2)))) (* -1 (/ (* (pow t 2) (pow z 2)) (* x (+ 1 z))))) (/ (* t (* z (- (* -2 (/ (* t (pow z 2)) (+ 1 z))) (/ (* t (* z (- 1 (pow z 2)))) (pow (+ 1 z) 2))))) (* x (+ 1 z)))) x)))))>
#<alt (* -1 (* x (+ (* -1 (/ (+ (* -1 (- (* -2 (/ (* t (pow z 2)) (+ 1 z))) (/ (* t (* z (- 1 (pow z 2)))) (pow (+ 1 z) 2)))) (* -1 (/ (+ (* -1 (- (* -1 (/ (* (pow t 2) (pow z 2)) (+ 1 z))) (/ (* t (* z (- (* -2 (/ (* t (pow z 2)) (+ 1 z))) (/ (* t (* z (- 1 (pow z 2)))) (pow (+ 1 z) 2))))) (+ 1 z)))) (* -1 (/ (* t (* z (- (* -1 (/ (* (pow t 2) (pow z 2)) (+ 1 z))) (/ (* t (* z (- (* -2 (/ (* t (pow z 2)) (+ 1 z))) (/ (* t (* z (- 1 (pow z 2)))) (pow (+ 1 z) 2))))) (+ 1 z))))) (* x (+ 1 z))))) x))) x)) (* -1 (/ (- 1 (pow z 2)) (+ 1 z))))))>
#<alt x>
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#<alt (* -1 (/ (* z (pow (- t x) 2)) (- x t)))>
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#<alt (* z (- (+ (* -1 (/ (* x (- (/ (pow x 2) (- x t)) (/ (* (pow x 2) (pow (- t x) 2)) (pow (- x t) 3)))) (* (pow z 3) (- x t)))) (+ (* -1 (/ (pow (- t x) 2) (- x t))) (/ (pow x 2) (* (pow z 2) (- x t))))) (+ (* -1 (/ (* x (pow (- t x) 2)) (* z (pow (- x t) 2)))) (/ (* (pow x 2) (pow (- t x) 2)) (* (pow z 2) (pow (- x t) 3))))))>
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#<alt (- (+ (* t (- (+ (* 2 (/ (* x (pow z 2)) (- x (* -1 (* x z))))) (* t (- (+ (* -1 (/ (pow z 2) (- x (* -1 (* x z))))) (/ (* t (* z (- (* -1 (/ (pow z 2) (- x (* -1 (* x z))))) (* -1 (/ (* z (- (* 2 (/ (* x (pow z 2)) (- x (* -1 (* x z))))) (* -1 (/ (* z (- (pow x 2) (* (pow x 2) (pow z 2)))) (pow (- x (* -1 (* x z))) 2))))) (- x (* -1 (* x z)))))))) (- x (* -1 (* x z))))) (* -1 (/ (* z (- (* 2 (/ (* x (pow z 2)) (- x (* -1 (* x z))))) (* -1 (/ (* z (- (pow x 2) (* (pow x 2) (pow z 2)))) (pow (- x (* -1 (* x z))) 2))))) (- x (* -1 (* x z)))))))) (* -1 (/ (* z (- (pow x 2) (* (pow x 2) (pow z 2)))) (pow (- x (* -1 (* x z))) 2))))) (/ (pow x 2) (- x (* -1 (* x z))))) (/ (* (pow x 2) (pow z 2)) (- x (* -1 (* x z)))))>
#<alt (* t z)>
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#<alt (* t (- (+ z (+ (* -2 (/ (* x z) t)) (+ (* -1 (/ (- (pow x 2) (* (pow x 2) (pow z 2))) (* (pow t 2) z))) (/ (* (- x (* -1 (* x z))) (- (* -1 (/ (- (pow x 2) (* (pow x 2) (pow z 2))) z)) (* -1 (/ (* (- x (* -1 (* x z))) (- (* -2 (* x z)) (* -1 (- x (* -1 (* x z)))))) z)))) (* (pow t 3) z))))) (+ (* -1 (/ (* (- x (* -1 (* x z))) (- (* -2 (* x z)) (* -1 (- x (* -1 (* x z)))))) (* (pow t 2) z))) (* -1 (/ (- x (* -1 (* x z))) t)))))>
#<alt (* t z)>
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#<alt (* -1 (* t (+ (* -1 z) (* -1 (/ (- (+ (* -2 (* x z)) (* -1 (/ (- (+ (/ (* (- x (* -1 (* x z))) (- (/ (pow x 2) z) (+ (* (pow x 2) z) (/ (* (- x (* -1 (* x z))) (- (* -2 (* x z)) (* -1 (- x (* -1 (* x z)))))) z)))) (* t z)) (/ (pow x 2) z)) (+ (* (pow x 2) z) (/ (* (- x (* -1 (* x z))) (- (* -2 (* x z)) (* -1 (- x (* -1 (* x z)))))) z))) t))) (* -1 (- x (* -1 (* x z))))) t)))))>
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#<alt (* x (+ (* x (+ (* x (+ (* 4 (/ x (* (pow t 5) z))) (* 3 (/ 1 (* (pow t 4) z))))) (* 2 (/ 1 (* (pow t 3) z))))) (/ 1 (* (pow t 2) z))))>
#<alt (/ 1 (* x z))>
#<alt (/ (+ (* 2 (/ t (* x z))) (/ 1 z)) x)>
#<alt (/ (- (+ (* -1 (/ (+ (* -4 (/ (pow t 2) z)) (/ (pow t 2) z)) (pow x 2))) (/ 1 z)) (* -2 (/ t (* x z)))) x)>
#<alt (/ (- (+ (* -1 (/ (+ (* 2 (* t (+ (* -4 (/ (pow t 2) z)) (/ (pow t 2) z)))) (* 2 (/ (pow t 3) z))) (pow x 3))) (/ 1 z)) (+ (* -4 (/ (pow t 2) (* (pow x 2) z))) (+ (* -2 (/ t (* x z))) (/ (pow t 2) (* (pow x 2) z))))) x)>
#<alt (/ 1 (* x z))>
#<alt (* -1 (/ (- (* -2 (/ t (* x z))) (/ 1 z)) x))>
#<alt (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (pow t 2) (* x z))) (* 4 (/ (pow t 2) (* x z)))) (* -2 (/ t z))) x)) (/ 1 z)) x))>
#<alt (* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (+ (* -2 (/ (* t (+ (* -1 (/ (pow t 2) z)) (* 4 (/ (pow t 2) z)))) x)) (* 2 (/ (pow t 3) (* x z)))) (+ (* -1 (/ (pow t 2) z)) (* 4 (/ (pow t 2) z)))) x)) (* -2 (/ t z))) x)) (/ 1 z)) x))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ x (* z (pow (- t x) 2)))>
#<alt (/ 1 (* x z))>
#<alt (+ (* 2 (/ t (* (pow x 2) z))) (/ 1 (* x z)))>
#<alt (+ (* t (+ (* 3 (/ t (* (pow x 3) z))) (* 2 (/ 1 (* (pow x 2) z))))) (/ 1 (* x z)))>
#<alt (+ (* t (+ (* t (+ (* 4 (/ t (* (pow x 4) z))) (* 3 (/ 1 (* (pow x 3) z))))) (* 2 (/ 1 (* (pow x 2) z))))) (/ 1 (* x z)))>
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#<alt (/ (- (+ (* -1 (/ (+ (* 2 (* x (+ (* -4 (/ (pow x 3) z)) (/ (pow x 3) z)))) (* 2 (/ (pow x 4) z))) (pow t 3))) (/ x z)) (+ (* -4 (/ (pow x 3) (* (pow t 2) z))) (+ (* -2 (/ (pow x 2) (* t z))) (/ (pow x 3) (* (pow t 2) z))))) (pow t 2))>
#<alt (/ x (* (pow t 2) z))>
#<alt (/ (+ (* 2 (/ (pow x 2) (* t z))) (/ x z)) (pow t 2))>
#<alt (/ (+ (* -1 (/ (- (+ (* -4 (/ (pow x 3) (* t z))) (/ (pow x 3) (* t z))) (* 2 (/ (pow x 2) z))) t)) (/ x z)) (pow t 2))>
#<alt (/ (+ (* -1 (/ (- (* -1 (/ (- (+ (* -2 (/ (* x (+ (* -4 (/ (pow x 3) z)) (/ (pow x 3) z))) t)) (* -2 (/ (pow x 4) (* t z)))) (+ (* -4 (/ (pow x 3) z)) (/ (pow x 3) z))) t)) (* 2 (/ (pow x 2) z))) t)) (/ x z)) (pow t 2))>
#<alt (* z (pow (- t x) 2))>
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#<alt (* z (pow (- t x) 2))>
#<alt (* z (pow (- t x) 2))>
#<alt (* z (pow (- t x) 2))>
#<alt (* z (pow (- t x) 2))>
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#<alt (* z (pow (- t x) 2))>
#<alt (* z (pow (- t x) 2))>
#<alt (* z (pow (- t x) 2))>
#<alt (* (pow x 2) z)>
#<alt (+ (* -2 (* t (* x z))) (* (pow x 2) z))>
#<alt (+ (* t (+ (* -2 (* x z)) (* t z))) (* (pow x 2) z))>
#<alt (+ (* t (+ (* -2 (* x z)) (* t z))) (* (pow x 2) z))>
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#<alt (* (pow t 2) (+ z (* -2 (/ (* x z) t))))>
#<alt (* (pow t 2) (+ z (+ (* -2 (/ (* x z) t)) (/ (* (pow x 2) z) (pow t 2)))))>
#<alt (* (pow t 2) (+ z (+ (* -2 (/ (* x z) t)) (/ (* (pow x 2) z) (pow t 2)))))>
#<alt (* (pow t 2) z)>
#<alt (* (pow t 2) (+ z (* -2 (/ (* x z) t))))>
#<alt (* (pow t 2) (+ z (* -1 (/ (+ (* -1 (/ (* (pow x 2) z) t)) (* 2 (* x z))) t))))>
#<alt (* (pow t 2) (+ z (* -1 (/ (+ (* -1 (/ (* (pow x 2) z) t)) (* 2 (* x z))) t))))>
#<alt (* (pow t 2) z)>
#<alt (+ (* -2 (* t (* x z))) (* (pow t 2) z))>
#<alt (+ (* x (+ (* -2 (* t z)) (* x z))) (* (pow t 2) z))>
#<alt (+ (* x (+ (* -2 (* t z)) (* x z))) (* (pow t 2) z))>
#<alt (* (pow x 2) z)>
#<alt (* (pow x 2) (+ z (* -2 (/ (* t z) x))))>
#<alt (* (pow x 2) (+ z (+ (* -2 (/ (* t z) x)) (/ (* (pow t 2) z) (pow x 2)))))>
#<alt (* (pow x 2) (+ z (+ (* -2 (/ (* t z) x)) (/ (* (pow t 2) z) (pow x 2)))))>
#<alt (* (pow x 2) z)>
#<alt (* (pow x 2) (+ z (* -2 (/ (* t z) x))))>
#<alt (* (pow x 2) (+ z (* -1 (/ (+ (* -1 (/ (* (pow t 2) z) x)) (* 2 (* t z))) x))))>
#<alt (* (pow x 2) (+ z (* -1 (/ (+ (* -1 (/ (* (pow t 2) z) x)) (* 2 (* t z))) x))))>

Calls

225 calls:

Time	Variable		Point	Expression
3.0ms	y	@	-inf	(+ (* (* z (- (tanh (/ t y)) (tanh (/ x y)))) y) x)
2.0ms	t	@	0	(* (* t t) (* z z))
1.0ms	x	@	-inf	(neg (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z))
1.0ms	x	@	inf	(neg (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z))
1.0ms	y	@	-inf	(* (- (tanh (/ t y)) (tanh (/ x y))) y)

simplify649.0ms (4.6%)

Memory

-57.6MiB live, 940.6MiB allocated

Algorithm

1×	egg-herbie

Rules

5 596×	`lower-*.f64`
5 596×	`lower-*.f32`
5 192×	`lower-fma.f64`
5 192×	`lower-fma.f32`
4 640×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	2331	41614
1	7847	41590
0	8218	40304

Stop Event

1×	iter limit
1×	node limit

Counts

900 → 873

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

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

rewrite403.0ms (2.9%)

Memory

17.0MiB live, 484.3MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 056×	`lower-/.f32`
4 040×	`lower-/.f64`
3 856×	`lower-*.f32`
3 842×	`lower-*.f64`
2 882×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	64	583
0	94	523
1	396	469
2	3354	459
0	8288	451

Stop Event

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

Counts

24 → 449

Calls

Call 1

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

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

eval288.0ms (2.1%)

Memory: 24.6MiB live, 603.0MiB allocated
Compiler: Compiled 73 889 to 5 081 computations (93.1% saved)

prune310.0ms (2.2%)

Memory

-3.3MiB live, 495.1MiB allocated

Pruning

39 alts after pruning (34 fresh and 5 done)

	Pruned	Kept	Total
New	1 716	20	1 736
Fresh	8	14	22
Picked	3	2	5
Done	0	3	3
Total	1 727	39	1 766

Accuracy

100.0%

Counts

1 766 → 39

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.1%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
✓	70.6%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
	51.9%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
✓	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	62.0%	(fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	31.6%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))) x)
	47.7%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))) x)
	50.0%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) x)
	44.3%	(fma.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 x (-.f64 (/.f64 t (*.f64 x y)) (/.f64 #s(literal 1 binary64) y))))) x)
	42.2%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (neg.f64 (/.f64 x y)))) x)
	48.0%	(fma.f64 #s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (/.f64 (*.f64 z #s(approx (- t x) (neg.f64 x))) y)) y x)
	56.6%	(fma.f64 #s(approx (* z (- (tanh (/ t y)) (tanh (/ x y)))) (*.f64 (-.f64 t x) (/.f64 z y))) y x)
	23.9%	(/.f64 (-.f64 (.f64 (.f64 z y) (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))) (.f64 x x)) (-.f64 (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) x))
	51.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x))
	20.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (-.f64 (.f64 x x) #s(approx ( z (* (- t x) (* z (- t x)))) (fma.f64 (.f64 x x) (.f64 z z) (.f64 (.f64 #s(literal -2 binary64) t) (.f64 x (.f64 z z)))))) (-.f64 x (*.f64 z (-.f64 t x)))))
	21.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (.f64 (.f64 x x) (-.f64 (fma.f64 #s(literal 2 binary64) (/.f64 (.f64 t (.f64 z z)) x) #s(literal 1 binary64)) (.f64 z z)))) (-.f64 x (.f64 z (-.f64 t x)))))
	6.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(approx (- (* x x) (* z (* (- t x) (* z (- t x))))) (neg.f64 (.f64 (.f64 t t) (.f64 z z)))) #s(approx (- x ( z (- t x))) (*.f64 (neg.f64 t) z))))
	30.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) (.f64 (-.f64 x (.f64 z (-.f64 t x))) (/.f64 #s(literal 1 binary64) (.f64 (fma.f64 z (-.f64 t x) x) (-.f64 x (.f64 z (-.f64 t x))))))))
	56.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x))))
	28.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal -1 binary64) (/.f64 z (/.f64 (-.f64 (/.f64 x (*.f64 z (-.f64 t x))) #s(literal 1 binary64)) (-.f64 t x)))))))
	28.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (-.f64 t x))) #s(literal 1 binary64)) (-.f64 t x)) (/.f64 #s(literal 1 binary64) (neg.f64 z))))))
	20.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x (.f64 z (.f64 (-.f64 t x) #s(approx (- t x) (neg.f64 x))))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	20.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x #s(approx (* z (* (- t x) (- t x))) (fma.f64 #s(literal -2 binary64) (.f64 t (.f64 x z)) (.f64 z (.f64 x x))))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	18.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 (/.f64 x #s(approx (* z (* (- t x) (- t x))) (.f64 z (.f64 t t)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	11.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 #s(approx (/ x (* z (* (- t x) (- t x)))) (fma.f64 #s(literal 2 binary64) (/.f64 t (.f64 z (.f64 x x))) (/.f64 #s(literal 1 binary64) (*.f64 x z)))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	17.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 #s(approx (/ x (* z (* (- t x) (- t x)))) (/.f64 (+.f64 (/.f64 x z) (neg.f64 (/.f64 (fma.f64 #s(literal -3 binary64) (/.f64 (.f64 x (.f64 x x)) (.f64 z t)) (.f64 #s(literal -2 binary64) (/.f64 (.f64 x x) z))) t))) (.f64 t t))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	16.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 #s(approx (/ x (* z (* (- t x) (- t x)))) (/.f64 #s(literal 1 binary64) (*.f64 x z))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	13.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 (/.f64 (-.f64 #s(approx (/ x (* z (* (- t x) (- t x)))) (neg.f64 (/.f64 (-.f64 (neg.f64 (/.f64 (fma.f64 (/.f64 (.f64 t t) (.f64 x z)) #s(literal 3 binary64) (*.f64 #s(literal 2 binary64) (/.f64 t z))) x)) (/.f64 #s(literal 1 binary64) z)) x))) (/.f64 #s(literal 1 binary64) (-.f64 t x))) z)))))
	6.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 #s(approx (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z) (fma.f64 t (+.f64 (/.f64 #s(literal 2 binary64) (.f64 (.f64 x x) (.f64 z z))) (fma.f64 t (+.f64 (/.f64 #s(literal 3 binary64) (.f64 (.f64 x (.f64 x x)) (.f64 z z))) (/.f64 #s(literal 1 binary64) (.f64 z (.f64 x (.f64 x x))))) (/.f64 #s(literal 1 binary64) (.f64 z (.f64 x x))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 x z)) (/.f64 #s(literal 1 binary64) (.f64 x (*.f64 z z))))))))))
	11.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 #s(approx (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z) (/.f64 (+.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) z)) (*.f64 x z)))))))
	17.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (neg.f64 #s(approx (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z) (neg.f64 (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) z) (neg.f64 (/.f64 (+.f64 (/.f64 (neg.f64 (.f64 x x)) (.f64 z t)) (-.f64 (fma.f64 #s(literal 2 binary64) (/.f64 (.f64 x x) (.f64 t (.f64 z z))) (/.f64 x (.f64 z z))) (/.f64 x z))) t))) t)))))))
	17.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) #s(approx (neg (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z)) (neg.f64 (/.f64 (-.f64 (neg.f64 (/.f64 (+.f64 (neg.f64 (/.f64 (fma.f64 #s(literal 2 binary64) (/.f64 (.f64 x x) (.f64 z z)) (/.f64 (neg.f64 (.f64 x x)) z)) t)) (-.f64 (/.f64 x z) (/.f64 x (.f64 z z)))) t)) (/.f64 #s(literal 1 binary64) z)) t))))))
	11.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) #s(approx (neg (/ (- (/ x (* z (* (- t x) (- t x)))) (/ 1 (- t x))) z)) (neg.f64 (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) z) (/.f64 #s(literal 1 binary64) (*.f64 z z))) x))))))
	11.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (/.f64 (.f64 (.f64 (fma.f64 x (+.f64 t x) (.f64 t t)) (-.f64 t x)) z) (fma.f64 x (+.f64 t x) (.f64 t t)))))
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✓	28.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z (-.f64 t x))))
	11.6%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (*.f64 z #s(approx (- t x) (neg.f64 x)))))
	43.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ 1 (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x))))))) (neg.f64 (/.f64 (.f64 x (fma.f64 z (.f64 z z) #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) (fma.f64 z z z))))))
✓	20.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Compiler

Compiled 2 739 to 914 computations (66.6% saved)

regimes143.0ms (1%)

Memory

-25.0MiB live, 208.3MiB allocated

Counts

79 → 1

Calls

Call 1

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

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

Calls

5 calls:

40.0ms	y
24.0ms	t
22.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
22.0ms	z
21.0ms	x

Results

Accuracy	Segments	Branch
98.1%	1	`x`
98.1%	1	`y`
98.1%	1	`z`
98.1%	1	`t`
98.1%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes139.0ms (1%)

Memory

26.5MiB live, 192.2MiB allocated

Counts

77 → 1

Calls

Call 1

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

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

Calls

5 calls:

41.0ms	x
24.0ms	y
24.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
22.0ms	z
21.0ms	t

Results

Accuracy	Segments	Branch
98.0%	1	`x`
98.0%	1	`y`
98.0%	1	`z`
98.0%	1	`t`
98.0%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes118.0ms (0.8%)

Memory

-5.6MiB live, 234.1MiB allocated

Counts

75 → 2

Calls

Call 1

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

Outputs

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
83.9%	3	`x`
85.8%	2	`y`
73.8%	3	`z`
80.7%	4	`t`
75.9%	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)

regimes44.0ms (0.3%)

Memory

8.2MiB live, 82.3MiB allocated

Counts

65 → 2

Calls

Call 1

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

Outputs

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

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

Calls

2 calls:

20.0ms	x
20.0ms	y

Results

Accuracy	Segments	Branch
69.8%	3	`x`
79.9%	2	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes31.0ms (0.2%)

Memory

-21.9MiB live, 55.1MiB allocated

Counts

64 → 2

Calls

Call 1

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

Outputs

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

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

Calls

1 calls:

27.0ms

Results

Accuracy	Segments	Branch
77.8%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes17.0ms (0.1%)

Memory

-0.0MiB live, 39.3MiB allocated

Counts

7 → 2

Calls

Call 1

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

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

Calls

5 calls:

4.0ms	z
3.0ms	y
3.0ms	t
3.0ms	x
3.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
63.5%	2	`x`
65.5%	3	`z`
62.0%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
62.0%	1	`t`
66.5%	2	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes5.0ms (0%)

Memory

14.0MiB live, 14.0MiB allocated

Counts

5 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

2.0ms	y
2.0ms	z

Results

Accuracy	Segments	Branch
65.3%	3	`z`
54.3%	2	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes31.0ms (0.2%)

Memory

-14.4MiB live, 24.5MiB allocated

Counts

4 → 1

Calls

Call 1

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

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

Calls

5 calls:

21.0ms	t
2.0ms	y
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	x
2.0ms	z

Results

Accuracy	Segments	Branch
28.7%	1	`y`
28.7%	1	`t`
28.7%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
28.7%	1	`x`
28.7%	1	`z`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes8.0ms (0.1%)

Memory

20.8MiB live, 20.8MiB allocated

Counts

2 → 3

Calls

Call 1

Inputs

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

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

Outputs

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

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
25.6%	3	`t`
23.8%	2	`x`
20.2%	1	`y`
20.2%	1	`z`
20.2%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes4.0ms (0%)

Memory

10.4MiB live, 10.4MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

3 calls:

1.0ms	t
1.0ms	x
1.0ms	z

Results

Accuracy	Segments	Branch
20.2%	1	`z`
20.2%	1	`x`
20.2%	1	`t`

Compiler

Compiled 15 to 12 computations (20% saved)

bsearch36.0ms (0.3%)

Memory

-62.5MiB live, 2.8MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
35.0ms	2.2640134111702592e-129	2.4429615262381774e-129

Samples

1.0ms

16×

valid

Compiler

Compiled 53 to 38 computations (28.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 1.0ms

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

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

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

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

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

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

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

bsearch10.0ms (0.1%)

Memory

8.5MiB live, 8.5MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
9.0ms	4.7161985959063855e-66	1.88594279705713e-65

Samples

6.0ms	78×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 177 to 114 computations (35.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 4.0ms

ival-div: 1.0ms (26.5% of total)

ival-mult: 1.0ms (26.5% of total)

ival-tanh: 1.0ms (26.5% of total)

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

adjust: 0.0ms (0% of total)

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

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

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

bsearch18.0ms (0.1%)

Memory

-8.5MiB live, 30.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
15.0ms	1.5878170016790165e-69	5.25935885347089e-67

Samples

9.0ms	122×	0	valid
1.0ms	6×	1	valid

Compiler

Compiled 214 to 139 computations (35% saved)

Precisions

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

ival-div: 2.0ms (31.7% of total)

ival-mult: 2.0ms (31.7% of total)

ival-sub: 1.0ms (15.9% of total)

ival-tanh: 1.0ms (15.9% of total)

ival-add: 1.0ms (15.9% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch5.0ms (0%)

Memory

10.4MiB live, 10.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
4.0ms	1.5878170016790165e-69	5.25935885347089e-67

Samples

2.0ms	31×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 214 to 131 computations (38.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 2.0ms

adjust: 0.0ms (0% of total)

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

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

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

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

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

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

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

bsearch58.0ms (0.4%)

Memory

4.1MiB live, 42.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
40.0ms	6081.465964457305	365431.3034466655
16.0ms	-9.918627041072028e-9	-1.899546964245491e-17

Samples

46.0ms

256×

valid

Compiler

Compiled 406 to 243 computations (40.1% saved)

Precisions

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

ival-div: 4.0ms (33.8% of total)

ival-mult: 3.0ms (25.4% of total)

ival-tanh: 2.0ms (16.9% of total)

ival-sub: 1.0ms (8.5% of total)

ival-add: 1.0ms (8.5% of total)

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

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

bsearch44.0ms (0.3%)

Memory

25.2MiB live, 63.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
19.0ms	2.524389167905596e-135	1.3211749586245526e-107
21.0ms	-7.456635101908681e-151	-1.3149572145173236e-167

Samples

28.0ms	335×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 484 to 292 computations (39.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 19.0ms

ival-div: 5.0ms (26.3% of total)

ival-add: 5.0ms (26.3% of total)

ival-mult: 4.0ms (21% of total)

ival-tanh: 3.0ms (15.8% of total)

ival-sub: 1.0ms (5.3% of total)

adjust: 0.0ms (0% of total)

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

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

simplify29.0ms (0.2%)

Memory

-28.7MiB live, 12.1MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	95	609
1	117	609
2	133	609
3	143	609
4	147	609
5	148	609

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(if (<=.f64 y #s(literal 7492196520758381/3121748550315992231381597229793166305748598142664971150859156959625371738819765620120306103063491971159826931121406622895447975679288285306290176 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) (fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x))
(if (<=.f64 y #s(literal 1096782669255859/59285549689505892056868344324448208820874232148807968788202283012051522375647232 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) (fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x))
(if (<=.f64 y #s(literal 6526153309820809/30354201441027016733116592294117482916287606860189680019559568902170379456331382784 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 y #s(literal 2807763633294999/15177100720513508366558296147058741458143803430094840009779784451085189728165691392 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 z #s(literal -4797017652230849/77371252455336267181195264 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z (-.f64 t x)))) (if (<=.f64 z #s(literal 48000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
(if (<=.f64 t #s(literal -8453675831600253/120766797594289323271729746591624604509341479053326093708038601607859973196548763266756055205685080561326988000984443036792658708157593364241965896045846273396780650463232 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z t))) (if (<=.f64 t #s(literal 1268438860559755/409173825987017733751648712103449894027080255755383098685411421012016724550584319360408761540738019643860835515945008876152157068235674131666065948672 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (.f64 z #s(approx (- t x) (neg.f64 x))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z))) y x)
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(if (<=.f64 y #s(literal 7492196520758381/3121748550315992231381597229793166305748598142664971150859156959625371738819765620120306103063491971159826931121406622895447975679288285306290176 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) (fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x))
(if (<=.f64 y #s(literal 7492196520758381/3121748550315992231381597229793166305748598142664971150859156959625371738819765620120306103063491971159826931121406622895447975679288285306290176 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) (fma.f64 (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))) z x))
(if (<=.f64 y #s(literal 1096782669255859/59285549689505892056868344324448208820874232148807968788202283012051522375647232 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) (fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x))
(if (<=.f64 y #s(literal 6526153309820809/30354201441027016733116592294117482916287606860189680019559568902170379456331382784 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* x (- x (* z (- t x)))) (* z (* (- t x) (* z (- t x))))) (+ (* x (* x x)) (* (* z (* z z)) (* (- t x) (* (- t x) (- t x)))))) (/.f64 #s(literal 1 binary64) x)))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 y #s(literal 2807763633294999/15177100720513508366558296147058741458143803430094840009779784451085189728165691392 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 z #s(literal -4797017652230849/77371252455336267181195264 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z (-.f64 t x)))) (if (<=.f64 z #s(literal 48000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
(if (<=.f64 t #s(literal -8453675831600253/120766797594289323271729746591624604509341479053326093708038601607859973196548763266756055205685080561326988000984443036792658708157593364241965896045846273396780650463232 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z t))) (if (<=.f64 t #s(literal 1268438860559755/409173825987017733751648712103449894027080255755383098685411421012016724550584319360408761540738019643860835515945008876152157068235674131666065948672 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (.f64 z #s(approx (- t x) (neg.f64 x))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))))
(if (<=.f64 t #s(literal -8453675831600253/120766797594289323271729746591624604509341479053326093708038601607859973196548763266756055205685080561326988000984443036792658708157593364241965896045846273396780650463232 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 t z))) (if (<=.f64 t #s(literal 1268438860559755/409173825987017733751648712103449894027080255755383098685411421012016724550584319360408761540738019643860835515945008876152157068235674131666065948672 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (/ (- (* x x) (* z (* (- t x) (* z (- t x))))) (- x (* z (- t x)))) (.f64 z #s(approx (- t x) (neg.f64 x))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 t z)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 t z)))

soundness1.9s (13.6%)

Memory

27.8MiB live, 946.5MiB allocated

Rules

16 158×	`lower-fma.f64`
16 158×	`lower-fma.f32`
10 022×	`lower-fma.f64`
10 022×	`lower-fma.f32`
7 180×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	788	38152
1	2620	28893
0	9465	28107
0	2331	41614
1	7847	41590
0	8218	40304
0	2184	36636
1	7384	36612
0	8907	35285
0	12	44
0	20	44
1	99	44
2	871	44
0	8208	43
0	447	9354
1	1515	7627
2	6277	7212
0	9374	7079
0	47	351
0	82	325
1	342	325
2	3036	325
0	8280	315

Stop Event

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

Compiler

Compiled 595 to 286 computations (51.9% saved)

preprocess404.0ms (2.9%)

Memory: 4.8MiB live, 160.8MiB allocated
Remove: (abs y)
Compiler: Compiled 568 to 230 computations (59.5% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze69.0ms (0.5%)

sample1.4s (10.4%)

preprocess368.0ms (2.6%)

explain210.0ms (1.5%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify595.0ms (4.3%)

localize44.0ms (0.3%)

series54.0ms (0.4%)

simplify676.0ms (4.8%)

rewrite478.0ms (3.4%)

eval75.0ms (0.5%)

prune60.0ms (0.4%)

simplify345.0ms (2.5%)

localize222.0ms (1.6%)

series79.0ms (0.6%)

simplify700.0ms (5%)

rewrite461.0ms (3.3%)

eval231.0ms (1.7%)

prune217.0ms (1.6%)

simplify217.0ms (1.6%)

localize231.0ms (1.7%)

series325.0ms (2.3%)

simplify705.0ms (5.1%)

rewrite391.0ms (2.8%)

eval281.0ms (2%)

prune211.0ms (1.5%)

simplify237.0ms (1.7%)

localize263.0ms (1.9%)

series73.0ms (0.5%)

simplify649.0ms (4.6%)

rewrite403.0ms (2.9%)

eval288.0ms (2.1%)

prune310.0ms (2.2%)

regimes143.0ms (1%)

regimes139.0ms (1%)

regimes118.0ms (0.8%)

regimes44.0ms (0.3%)

regimes31.0ms (0.2%)

regimes17.0ms (0.1%)

regimes5.0ms (0%)

regimes31.0ms (0.2%)

regimes8.0ms (0.1%)

regimes4.0ms (0%)

bsearch36.0ms (0.3%)

bsearch10.0ms (0.1%)

bsearch18.0ms (0.1%)

bsearch5.0ms (0%)

bsearch58.0ms (0.4%)

bsearch44.0ms (0.3%)

simplify29.0ms (0.2%)

soundness1.9s (13.6%)

preprocess404.0ms (2.9%)

end0.0ms (0%)

Profiling