Metrics for SynthBasics:moogVCF from YampaSynth-0.2

analyze68.0ms (0.5%)

Memory

-2.9MiB live, 79.6MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

sample1.6s (11.3%)

Memory

-31.1MiB live, 1 487.0MiB allocated

Samples

1.0s	8 016×	0	valid
37.0ms	240×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 745.0ms

ival-div: 363.0ms (48.8% of total)

ival-mult: 147.0ms (19.7% of total)

ival-tanh: 80.0ms (10.7% of total)

ival-sub: 78.0ms (10.5% of total)

ival-add: 63.0ms (8.5% of total)

ival-true: 6.0ms (0.8% of total)

adjust: 5.0ms (0.7% of total)

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

Bogosity

preprocess399.0ms (2.8%)

Memory

20.3MiB live, 463.0MiB 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)

explain213.0ms (1.5%)

Memory

4.4MiB live, 349.8MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
22	-	1	(-4.285368901894636e-36 1.0346117170959586e+282 -6.793761691786936e-172 4.938945988379197e-278)	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
0	-	0	-	`(/.f64 x y)`
0	-	0	-	`(/.f64 t y)`
0	-	0	-	`t`
0	-	0	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	-	0	-	`(tanh.f64 (/.f64 x y))`
0	-	0	-	`z`
0	-	0	-	`(tanh.f64 (/.f64 t y))`
0	-	0	-	`y`
0	-	0	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	-	0	-	`(*.f64 y z)`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*no**	15	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	3	0
↳	`(*.f64 y z)`	overflow	33
↳	`(/.f64 t y)`	underflow	21
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	50
↳	`(tanh.f64 (/.f64 x y))`	underflow	31
↳	`(/.f64 x y)`	underflow	31
↳	`(tanh.f64 (/.f64 t y))`	underflow	21
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	2	0

Confusion

	Predicted +	Predicted -
+	20	1
-	0	235

Precision

1.0

Recall

0.9523809523809523

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	20	0	1
-	0	0	235

Precision?

1.0

Recall?

0.9523809523809523

Freqs

test

number	freq
0	236
1	20

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

39.0ms	426×	0	valid
35.0ms	78×	2	valid
2.0ms	8×	1	valid

Compiler

Compiled 158 to 52 computations (67.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 34.0ms

ival-div: 10.0ms (29.6% of total)

ival-tanh: 7.0ms (20.7% of total)

ival-mult: 7.0ms (20.7% of total)

adjust: 3.0ms (8.9% of total)

ival-sub: 3.0ms (8.9% of total)

ival-add: 3.0ms (8.9% of total)

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

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

eval0.0ms (0%)

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

prune1.0ms (0%)

Memory

2.1MiB live, 2.1MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	92.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 19 to 12 computations (36.8% saved)

simplify367.0ms (2.5%)

Memory

-9.8MiB live, 556.1MiB 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)

localize47.0ms (0.3%)

Memory

4.2MiB live, 43.3MiB 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%	(tanh.f64 (/.f64 x y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	91.9%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

17.0ms	213×	0	valid
10.0ms	39×	2	valid
1.0ms	4×	1	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 16.0ms

ival-div: 5.0ms (30.4% of total)

ival-tanh: 4.0ms (24.4% of total)

ival-mult: 4.0ms (24.4% of total)

adjust: 1.0ms (6.1% of total)

ival-sub: 1.0ms (6.1% of total)

ival-add: 1.0ms (6.1% of total)

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

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

series86.0ms (0.6%)

Memory

-4.7MiB live, 68.1MiB allocated

Counts

6 → 204

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 t 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)))))>
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#<alt (/ (- t x) 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)))))))>
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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

51 calls:

Time	Variable		Point	Expression
16.0ms	t	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
6.0ms	t	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
6.0ms	y	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	y	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	x	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))

simplify423.0ms (2.9%)

Memory

18.8MiB live, 654.8MiB allocated

Algorithm

1×	egg-herbie

Rules

13 264×	`lower-fma.f64`
13 264×	`lower-fma.f32`
4 518×	`lower-*.f64`
4 518×	`lower-*.f32`
4 012×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	495	10076
1	1678	7475
2	6942	7471
0	8224	7285

Stop Event

1×	iter limit
1×	node limit

Counts

204 → 200

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

rewrite357.0ms (2.5%)

Memory

9.3MiB live, 459.8MiB 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	48
0	20	48
1	99	48
2	871	48
0	8208	47

Stop Event

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

Counts

6 → 312

Calls

Call 1

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

eval68.0ms (0.5%)

Memory: -13.7MiB live, 179.8MiB allocated
Compiler: Compiled 22 911 to 1 958 computations (91.5% saved)

prune96.0ms (0.7%)

Memory

-6.7MiB live, 125.8MiB allocated

Pruning

11 alts after pruning (11 fresh and 0 done)

	Pruned	Kept	Total
New	501	11	512
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	502	11	513

Accuracy

100.0%

Counts

513 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	97.3%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	88.4%	(+.f64 x (fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 (.f64 (*.f64 y z) (tanh.f64 (/.f64 x y))))))
	32.3%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (fma.f64 x (/.f64 (.f64 (.f64 x x) #s(literal -1/3 binary64)) (.f64 y (.f64 y y))) (/.f64 x y))))))
▶	66.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
	63.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	37.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (.f64 t (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t t) (.f64 y (.f64 y y))) (/.f64 #s(literal 1 binary64) y)))) (tanh.f64 (/.f64 x y)))))
▶	49.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
▶	20.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (+.f64 x (-.f64 (neg.f64 t) (/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y))) (neg.f64 y)))))
	65.2%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (*.f64 z (-.f64 t x))))
	25.9%	(+.f64 x #s(approx (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (neg.f64 (fma.f64 z (+.f64 x (neg.f64 t)) (/.f64 (fma.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.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) (*.f64 z #s(literal 0 binary64))) y)))))
▶	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))

Compiler

Compiled 546 to 314 computations (42.5% saved)

simplify239.0ms (1.7%)

Memory

20.1MiB live, 332.5MiB 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	128	(/.f64 (+.f64 x (-.f64 (neg.f64 t) (/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y))) (neg.f64 y))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (+.f64 x (-.f64 (neg.f64 t) (/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y))) (neg.f64 y)))))
✓	cost-diff	384	(/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y)
✓	cost-diff	1152	(-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64)))
✓	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

5 876×	`lower-fma.f32`
5 870×	`lower-fma.f64`
3 386×	`lower-*.f32`
3 362×	`lower-*.f64`
1 838×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	609
0	92	576
1	201	549
2	477	488
3	1334	482
4	5138	482
0	8147	469

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

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

localize600.0ms (4.2%)

Memory

-17.2MiB live, 261.9MiB 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%	(tanh.f64 (/.f64 t y))
✓	accuracy	91.9%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
✓	accuracy	49.6%	#s(approx (tanh (/ x y)) (/.f64 x y))
✓	accuracy	91.9%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (+.f64 x (-.f64 (neg.f64 t) (/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y))) (neg.f64 y))))
✓	accuracy	91.3%	(/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y)
✓	accuracy	73.1%	(-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64)))
✓	accuracy	31.2%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (+.f64 x (-.f64 (neg.f64 t) (/.f64 (/.f64 (-.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)))) (.f64 (.f64 x (.f64 x x)) #s(literal -1/6 binary64))) (neg.f64 y)) y))) (neg.f64 y)))
✓	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	91.9%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
✓	accuracy	33.3%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(fma.f64 z (-.f64 t x) x)
✓	accuracy	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	99.1%	(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
✓	accuracy	98.1%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)

Samples

205.0ms	213×	0	valid
160.0ms	39×	2	valid
3.0ms	3×	3	valid
1.0ms	1×	1	valid

Compiler

Compiled 471 to 41 computations (91.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 195.0ms

ival-div: 143.0ms (73.5% of total)

ival-mult: 20.0ms (10.3% of total)

const: 7.0ms (3.6% of total)

ival-add: 7.0ms (3.6% of total)

adjust: 5.0ms (2.6% of total)

ival-sub: 5.0ms (2.6% of total)

ival-tanh: 4.0ms (2.1% of total)

ival-neg: 2.0ms (1% of total)

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

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

exact: 0.0ms (0% of total)

series281.0ms (1.9%)

Memory

-11.7MiB live, 149.6MiB allocated

Counts

23 → 864

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

Outputs
#<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)))))>
#<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 (+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt (+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))>
#<alt x>
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#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))>
#<alt (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))>
#<alt (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))>
#<alt (+ (* x (+ (* -1 z) (* 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 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 (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))>
#<alt (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (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 (/ x y)>
#<alt (* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))>
#<alt (* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))>
#<alt (* x (+ (* (pow x 2) (- (* (pow x 2) (+ (* -17/315 (/ (pow x 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))>
#<alt (/ x y)>
#<alt (/ (+ x (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y)))) (* 1/2 (/ (pow x 3) (pow y 2)))) y)>
#<alt (/ (- (+ x (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/6 (pow x 3)))))) (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (* 1/12 (pow x 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))))) (+ (* -1/2 (/ (* x (+ (* -1 (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (* -1/2 (pow x 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2))) (pow y 3))) (* 1/2 (/ (pow x 3) (pow y 2)))))) y)>
#<alt (/ x y)>
#<alt (* -1 (/ (+ (* -1 x) (* -1/2 (/ (+ (* -1 (pow x 2)) (pow x 2)) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>
#<alt (* -1 (/ (+ (* -1 x) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (/ (- (* 1/2 (+ (* -1/2 (* (pow x 2) (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/6 (pow x 4)) (+ (* 1/12 (pow x 4)) (* x (+ (* -1/6 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))))) (+ (* 1/4 (* (pow x 2) (+ (* -1 (pow x 2)) (pow x 2)))) (* 1/2 (* x (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2))))))))) y)) (* 1/2 (+ (* -1/3 (pow x 3)) (+ (* 1/2 (pow x 3)) (* x (+ (* -1 (pow x 2)) (* 1/2 (pow x 2)))))))) (* -1/2 (pow x 3))) y)) (* 1/2 (+ (* -1 (pow x 2)) (pow x 2)))) y))) y))>

Calls

216 calls:

Time	Variable		Point	Expression
155.0ms	y	@	inf	(- (tanh (/ t y)) (tanh (/ x y)))
46.0ms	t	@	0	(- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6))
8.0ms	t	@	inf	(/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y)
2.0ms	y	@	0	(/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y)
1.0ms	x	@	0	(- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6))

simplify647.0ms (4.5%)

Memory

48.0MiB live, 1 027.4MiB allocated

Algorithm

1×	egg-herbie

Rules

14 306×	`lower-fma.f64`
14 306×	`lower-fma.f32`
5 838×	`lower-*.f64`
5 838×	`lower-*.f32`
5 080×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	759	42267
1	2523	31603
0	9025	30810

Stop Event

1×	iter limit
1×	node limit

Counts

864 → 840

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

rewrite371.0ms (2.6%)

Memory

-24.4MiB live, 581.2MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

3 852×	`lower-*.f32`
3 828×	`lower-*.f64`
3 778×	`lower-/.f32`
3 766×	`lower-/.f64`
3 212×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	422
0	92	403
1	376	383
2	3256	383
0	8231	368

Stop Event

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

Counts

23 → 559

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

eval208.0ms (1.4%)

Memory: 30.4MiB live, 451.7MiB allocated
Compiler: Compiled 65 318 to 3 518 computations (94.6% saved)

prune178.0ms (1.2%)

Memory

-16.4MiB live, 439.8MiB allocated

Pruning

31 alts after pruning (28 fresh and 3 done)

	Pruned	Kept	Total
New	1 519	26	1 545
Fresh	4	2	6
Picked	2	3	5
Done	0	0	0
Total	1 525	31	1 556

Accuracy

100.0%

Counts

1 556 → 31

Alt Table

Click to see full alt table

Status	Accuracy	Program
	66.6%	(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
	54.7%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
✓	97.3%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	71.4%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))) y x)
	37.3%	(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)
	66.9%	(fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
▶	53.8%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) y x)
	49.5%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
▶	88.4%	(+.f64 x (fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 (.f64 (*.f64 y z) (tanh.f64 (/.f64 x y))))))
	44.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 (-.f64 (neg.f64 x) (/.f64 (/.f64 (.f64 x (.f64 (*.f64 x x) #s(literal 1/3 binary64))) (neg.f64 y)) y)) (neg.f64 y))))))
✓	66.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
	63.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	29.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 y (.f64 (/.f64 y t) x)) (.f64 (/.f64 y t) y)))))
	24.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y (+.f64 t x))))))
	34.3%	(+.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) (+.f64 t x))) y))))
	47.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y))))
▶	49.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
	49.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	56.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
	43.0%	(+.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)))))))
▶	29.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y)))))
	13.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (.f64 x (.f64 (.f64 x x) #s(literal 1/3 binary64))) (.f64 y (*.f64 y y)))))))
	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 (.f64 (fma.f64 x (+.f64 t x) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 t x) (*.f64 t t))) x))
	43.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x)) x))
✓	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
	43.5%	#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))
	57.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x))
	19.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (fma.f64 x (.f64 x x) (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))))) (fma.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))) (.f64 x (-.f64 x (.f64 z (-.f64 t x)))))))
	26.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
	50.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (+.f64 t (-.f64 (/.f64 x z) x)))))
▶	18.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Compiler

Compiled 1 216 to 640 computations (47.4% saved)

simplify246.0ms (1.7%)

Memory

20.7MiB live, 333.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y)))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y))))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y)))))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))))
✓	cost-diff	704	(/.f64 #s(literal 1 binary64) (/.f64 y (-.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 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
✓	cost-diff	0	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) 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	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(+.f64 x (fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 (.f64 (*.f64 y z) (tanh.f64 (/.f64 x y))))))
✓	cost-diff	640	(fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 (.f64 (*.f64 y z) (tanh.f64 (/.f64 x y)))))

Rules

6 078×	`lower-fma.f32`
6 072×	`lower-fma.f64`
4 070×	`lower-*.f32`
4 052×	`lower-*.f64`
1 682×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	69	563
0	98	516
1	233	504
2	625	474
3	1761	470
4	6377	470
0	8608	461

Stop Event

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

Calls

Call 1

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

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

localize257.0ms (1.8%)

Memory

-21.9MiB live, 344.8MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	accuracy	91.9%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y))))
✓	accuracy	72.6%	(/.f64 (.f64 t (.f64 t t)) (*.f64 y y))
✓	accuracy	58.0%	#s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y))
✓	accuracy	31.2%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 t (.f64 t t)) (*.f64 y y)) t) y)))
✓	accuracy	100.0%	(/.f64 y (-.f64 t x))
✓	accuracy	99.3%	(/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))
✓	accuracy	91.9%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))))
✓	accuracy	33.3%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x))))
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	99.1%	(*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)))
✓	accuracy	98.1%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) y x)
✓	accuracy	33.3%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(*.f64 z t)
✓	accuracy	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))
✓	accuracy	41.1%	#s(approx (+ (* z (- t x)) x) (*.f64 z t))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	90.4%	(fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 (.f64 (*.f64 y z) (tanh.f64 (/.f64 x y)))))
✓	accuracy	88.9%	(.f64 (.f64 y z) (tanh.f64 (/.f64 x y)))

Samples

116.0ms	213×	0	valid
38.0ms	40×	2	valid
2.0ms	2×	3	valid
1.0ms	1×	1	valid

Compiler

Compiled 341 to 57 computations (83.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 127.0ms

ival-mult: 53.0ms (41.8% of total)

ival-div: 33.0ms (26% of total)

const: 10.0ms (7.9% of total)

ival-add: 10.0ms (7.9% of total)

adjust: 7.0ms (5.5% of total)

ival-sub: 5.0ms (3.9% of total)

ival-tanh: 4.0ms (3.2% of total)

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

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

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

exact: 0.0ms (0% of total)

series71.0ms (0.5%)

Memory

5.6MiB live, 118.1MiB allocated

Counts

23 → 876

Calls

Call 1

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

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

Calls

219 calls:

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

simplify993.0ms (6.9%)

Memory

-9.6MiB live, 715.6MiB allocated

Algorithm

1×	egg-herbie

Rules

11 334×	`lower-fma.f64`
11 334×	`lower-fma.f32`
6 596×	`lower-+.f64`
6 596×	`lower-+.f32`
5 226×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1012	38883
1	3360	33972
0	9143	33176

Stop Event

1×	iter limit
1×	node limit

Counts

876 → 855

Calls

Call 1

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

rewrite497.0ms (3.4%)

Memory

3.4MiB live, 554.3MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 666×	`lower-*.f32`
4 648×	`lower-*.f64`
4 412×	`lower-/.f32`
4 398×	`lower-/.f64`
4 016×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	69	479
0	98	436
1	443	420
2	3898	420
0	9849	407

Stop Event

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

Counts

23 → 634

Calls

Call 1

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

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

eval208.0ms (1.4%)

Memory: 35.4MiB live, 501.0MiB allocated
Compiler: Compiled 58 616 to 3 068 computations (94.8% saved)

prune224.0ms (1.6%)

Memory

-21.0MiB live, 508.0MiB allocated

Pruning

36 alts after pruning (32 fresh and 4 done)

	Pruned	Kept	Total
New	1 549	18	1 567
Fresh	9	14	23
Picked	3	2	5
Done	1	2	3
Total	1 562	36	1 598

Accuracy

100.0%

Counts

1 598 → 36

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	89.2%	(fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z (fma.f64 (tanh.f64 (/.f64 x y)) (.f64 z (neg.f64 y)) x))
	54.7%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
	35.9%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ ( x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 t (.f64 (/.f64 (.f64 t t) (*.f64 y y)) #s(literal -1/3 binary64)) t) y))) y) z x)
✓	97.3%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	66.9%	(fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	31.9%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 y (.f64 (/.f64 y t) x)) (*.f64 (/.f64 y t) y)))) y x)
✓	53.8%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))) y x)
	27.8%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (*.f64 y (+.f64 t x))))) y x)
	53.8%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))) y x)
	48.9%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 x (neg.f64 y))))) y x)
	57.2%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))) y x)
	47.2%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 x (+.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal -1 binary64) y)))))) y x)
	49.5%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	72.2%	(+.f64 x (fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 #s(approx ( (* y z) (tanh (/ x y))) (*.f64 z x)))))
	37.4%	(+.f64 x (fma.f64 (.f64 y z) (tanh.f64 (/.f64 t y)) (neg.f64 #s(approx ( (* y z) (tanh (/ x y))) (.f64 x (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 z (.f64 x x)) (.f64 y y)) z))))))
	63.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	34.3%	(+.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) (+.f64 t x))) y))))
	42.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 (.f64 x x) (/.f64 y (.f64 t t)) (fma.f64 x (/.f64 y t) y)) t))))))
▶	56.6%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t))))))
▶	51.1%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t)) (neg.f64 t)))))))
	48.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 (-.f64 (.f64 y x) (/.f64 (neg.f64 (fma.f64 y (.f64 x x) (/.f64 (.f64 y (.f64 x (*.f64 x x))) t))) t)) t)) (neg.f64 t)))))))
	45.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 y (/.f64 (neg.f64 (fma.f64 (.f64 t t) (/.f64 y x) (.f64 y t))) x)) (neg.f64 x)))))))
	47.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 y (neg.f64 x)))))))
	56.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 y t))))))
	49.8%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (neg.f64 (/.f64 (fma.f64 t (/.f64 y x) y) x)))))))
	49.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	56.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
	13.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ (* x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (.f64 x (.f64 (.f64 x x) #s(literal 1/3 binary64))) (.f64 y (*.f64 y y)))))))
	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 (.f64 (fma.f64 x (+.f64 t x) (.f64 t t)) (-.f64 t x)) (fma.f64 x (+.f64 t x) (*.f64 t t))) x))
▶	43.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x)) x))
✓	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
	43.5%	#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))
	57.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (- t x) (neg.f64 x)) x))
	19.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (/.f64 (fma.f64 x (.f64 x x) (.f64 (.f64 z (-.f64 t x)) (.f64 (-.f64 t x) (.f64 z (.f64 z (-.f64 t x)))))) (fma.f64 z (.f64 (-.f64 t x) (.f64 z (-.f64 t x))) (.f64 x (-.f64 x (.f64 z (-.f64 t x)))))))
▶	26.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
✓	18.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Compiler

Compiled 1 489 to 784 computations (47.3% saved)

simplify284.0ms (2%)

Memory

17.4MiB live, 520.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	128	(-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t)) (neg.f64 t)))))))
✓	cost-diff	256	(/.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t)) (neg.f64 t))
✓	cost-diff	320	(fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x))
✓	cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t))))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t)))))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t))))))
✓	cost-diff	0	(*.f64 (+.f64 t x) (-.f64 t x))
✓	cost-diff	0	(fma.f64 z (/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x)) x)
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x)) x))
✓	cost-diff	1408	(/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x))
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(*.f64 z (-.f64 t x))
✓	cost-diff	0	#s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x)))
✓	cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
✓	cost-diff	0	(/.f64 t y)
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(*.f64 (tanh.f64 (/.f64 t y)) y)
✓	cost-diff	640	(fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z (fma.f64 (tanh.f64 (/.f64 x y)) (.f64 z (neg.f64 y)) x))

Rules

8 550×	`lower-fma.f32`
8 540×	`lower-fma.f64`
4 176×	`lower-*.f32`
4 158×	`lower-*.f64`
3 060×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	569
0	94	554
1	192	536
2	456	515
3	1234	510
4	3753	510
0	8153	498

Stop Event

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

Calls

Call 1

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

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

localize221.0ms (1.5%)

Memory

3.8MiB live, 367.9MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	91.9%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t)) (neg.f64 t))))))
✓	accuracy	80.6%	(fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x))
✓	accuracy	53.9%	#s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t)) (neg.f64 t)))
✓	accuracy	33.3%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 (fma.f64 (.f64 x x) (/.f64 y t) (.f64 y x)) t)) (neg.f64 t)))))
✓	accuracy	96.0%	(fma.f64 x (/.f64 y t) y)
✓	accuracy	91.9%	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t)))))
✓	accuracy	52.4%	#s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t))
✓	accuracy	33.3%	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t))))
✓	accuracy	100.0%	(*.f64 (+.f64 t x) (-.f64 t x))
✓	accuracy	100.0%	(fma.f64 z (/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x)) x)
✓	accuracy	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x)) x))
✓	accuracy	52.6%	(/.f64 (*.f64 (+.f64 t x) (-.f64 t x)) (+.f64 t x))
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(*.f64 z (-.f64 t x))
✓	accuracy	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
✓	accuracy	59.4%	#s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x)))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	98.0%	(fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z (fma.f64 (tanh.f64 (/.f64 x y)) (.f64 z (neg.f64 y)) x))
✓	accuracy	92.2%	(*.f64 (tanh.f64 (/.f64 t y)) y)
✓	accuracy	90.2%	(fma.f64 (tanh.f64 (/.f64 x y)) (*.f64 z (neg.f64 y)) x)

Samples

94.0ms	213×	0	valid
34.0ms	39×	2	valid
6.0ms	4×	1	valid

Compiler

Compiled 358 to 44 computations (87.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 105.0ms

ival-div: 34.0ms (32.4% of total)

ival-mult: 24.0ms (22.8% of total)

ival-add: 24.0ms (22.8% of total)

adjust: 10.0ms (9.5% of total)

ival-tanh: 7.0ms (6.7% of total)

ival-sub: 4.0ms (3.8% of total)

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

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

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

exact: 0.0ms (0% of total)

series84.0ms (0.6%)

Memory

12.5MiB live, 173.1MiB allocated

Counts

26 → 936

Calls

Call 1

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

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

Calls

234 calls:

Time	Variable		Point	Expression
22.0ms	y	@	0	(/ (- (neg y) (/ (+ (* (* x x) (/ y t)) (* y x)) t)) (neg t))
4.0ms	y	@	-inf	(tanh (/ t y))
1.0ms	z	@	0	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))
1.0ms	y	@	-inf	(/ (- (neg y) (/ (+ (* (* x x) (/ y t)) (* y x)) t)) (neg t))
1.0ms	y	@	inf	(+ (* (* (tanh (/ t y)) y) z) (+ (* (tanh (/ x y)) (* z (neg y))) x))

simplify666.0ms (4.6%)

Memory

-17.5MiB live, 742.9MiB allocated

Algorithm

1×	egg-herbie

Rules

12 758×	`lower-fma.f64`
12 758×	`lower-fma.f32`
7 110×	`lower-+.f64`
7 110×	`lower-+.f32`
5 008×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	995	32712
1	3303	28589
0	8955	27797

Stop Event

1×	iter limit
1×	node limit

Counts

936 → 898

Calls

Call 1

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

rewrite489.0ms (3.4%)

Memory

22.9MiB live, 612.9MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

7 900×	`lower-*.f32`
7 882×	`lower-*.f64`
4 364×	`lower-/.f32`
4 346×	`lower-/.f64`
3 078×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	449
0	94	434
1	383	409
2	3288	404
0	10677	400

Stop Event

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

Counts

26 → 594

Calls

Call 1

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

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

eval356.0ms (2.5%)

Memory: 10.3MiB live, 512.3MiB allocated
Compiler: Compiled 57 970 to 3 645 computations (93.7% saved)

prune232.0ms (1.6%)

Memory

8.8MiB live, 522.8MiB allocated

Pruning

38 alts after pruning (33 fresh and 5 done)

	Pruned	Kept	Total
New	1 568	17	1 585
Fresh	11	16	27
Picked	3	2	5
Done	1	3	4
Total	1 583	38	1 621

Accuracy

100.0%

Counts

1 621 → 38

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	89.2%	(fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z (fma.f64 (tanh.f64 (/.f64 x y)) (.f64 z (neg.f64 y)) x))
	80.5%	(fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ ( (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x)))
	42.7%	(fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ ( (tanh (/ x y)) (* z (neg y))) x) (.f64 x (fma.f64 #s(literal 1/3 binary64) (/.f64 (.f64 z (.f64 x x)) (.f64 y y)) (-.f64 #s(literal 1 binary64) z)))))
	54.7%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
	59.8%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 y (/.f64 (.f64 x (fma.f64 y (/.f64 x t) y)) (neg.f64 t))) t)))) y) z x)
	35.9%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (+ x (- (neg t) (/ (/ (- (+ ( x (* (* x x) -1/2)) (* t (* (* t t) 1/3))) (* (* x (* x x)) -1/6)) (neg y)) y))) (neg y)) (/.f64 (fma.f64 t (.f64 (/.f64 (.f64 t t) (*.f64 y y)) #s(literal -1/3 binary64)) t) y))) y) z x)
✓	97.3%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	66.9%	(fma.f64 (*.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	31.9%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 y (.f64 (/.f64 y t) x)) (*.f64 (/.f64 y t) y)))) y x)
	27.8%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (*.f64 y (+.f64 t x))))) y x)
	53.8%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))) y x)
	48.9%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 x (neg.f64 y))))) y x)
	57.2%	(fma.f64 (*.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))) y x)
	47.2%	(fma.f64 (.f64 z #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (.f64 x (+.f64 (/.f64 t (*.f64 y x)) (/.f64 #s(literal -1 binary64) y)))))) y x)
	49.5%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	63.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	34.3%	(+.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) (+.f64 t x))) y))))
	58.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 #s(approx (+ (* (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) (neg.f64 t)))))))
	34.7%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 #s(approx (- (neg y) (/ (+ (* (* x x) (/ y t)) (* y x)) t)) (/.f64 (.f64 y (.f64 x x)) (*.f64 t (neg.f64 t)))) (neg.f64 t)))))))
	47.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 y (neg.f64 x)))))))
	56.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 y t))))))
	32.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) #s(approx (/ (- (neg y) (/ (+ (* (* x x) (/ y t)) (* y x)) t)) (neg t)) (/.f64 (.f64 y (.f64 x x)) (.f64 t (.f64 t t)))))))))
	27.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) #s(approx (/ (- (neg y) (/ (+ (* (* x x) (/ y t)) (* y x)) t)) (neg t)) (.f64 (.f64 x x) (-.f64 (/.f64 y (.f64 t (.f64 t t))) (/.f64 (-.f64 (neg.f64 (/.f64 y (.f64 x t))) (/.f64 y (.f64 t t))) x)))))))))
	49.5%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)))))
	56.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y)))))
	44.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (*.f64 x (neg.f64 x))) (+.f64 t x)) x))
	54.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (*.f64 t t)) (+.f64 t x)) x))
✓	65.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))
	57.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z #s(approx (/ (* (+ t x) (- t x)) (+ t x)) (neg.f64 x)) x))
	25.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (fma.f64 z t (*.f64 z (neg.f64 x)))))
	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (/.f64 z (/.f64 #s(literal 1 binary64) (-.f64 t x)))))
	7.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 (/.f64 (.f64 (.f64 z (-.f64 t x)) (+.f64 t x)) (fma.f64 t (.f64 t t) (.f64 x (.f64 x x)))) (fma.f64 t t (*.f64 x (-.f64 x t))))))
	20.0%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 (.f64 (*.f64 z (-.f64 t x)) (+.f64 t x)) (/.f64 #s(literal 1 binary64) (+.f64 t x)))))
✓	26.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z (-.f64 t x))))
	26.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z (.f64 (-.f64 t x) (*.f64 (+.f64 t x) (/.f64 #s(literal 1 binary64) (+.f64 t x)))))))
	26.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z #s(approx (- t x) (fma.f64 t (/.f64 x (neg.f64 t)) t)))))
	12.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z #s(approx (- t x) (neg.f64 x)))))
✓	18.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

Compiler

Compiled 2 093 to 737 computations (64.8% saved)

regimes136.0ms (0.9%)

Memory

-19.2MiB live, 298.9MiB allocated

Counts

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

44.0ms	y
26.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
20.0ms	z
20.0ms	x
20.0ms	t

Results

Accuracy	Segments	Branch
97.3%	1	`x`
97.3%	1	`y`
97.3%	1	`z`
97.3%	1	`t`
97.3%	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)

regimes151.0ms (1%)

Memory

-23.7MiB live, 197.1MiB allocated

Counts

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

Outputs

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

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

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

Calls

5 calls:

57.0ms	x
23.0ms	t
20.0ms	z
19.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
18.0ms	y

Results

Accuracy	Segments	Branch
80.5%	1	`y`
84.0%	2	`x`
80.5%	1	`z`
85.9%	3	`t`
80.5%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes37.0ms (0.3%)

Memory

16.7MiB live, 59.1MiB allocated

Counts

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

Outputs

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

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

Calls

2 calls:

18.0ms	x
16.0ms	t

Results

Accuracy	Segments	Branch
83.8%	2	`x`
83.9%	3	`t`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes85.0ms (0.6%)

Memory

-19.4MiB live, 178.5MiB allocated

Counts

56 → 5

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

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

Calls

5 calls:

17.0ms	x
17.0ms	z
16.0ms	t
16.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
15.0ms	y

Results

Accuracy	Segments	Branch
71.0%	2	`y`
69.3%	3	`z`
75.7%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
69.1%	3	`t`
69.9%	3	`x`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes57.0ms (0.4%)

Memory

1.2MiB live, 40.0MiB allocated

Counts

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

Outputs

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

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

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
71.0%	3	`y`
72.5%	4	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes23.0ms (0.2%)

Memory

4.0MiB live, 41.9MiB allocated

Counts

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

Outputs

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

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

Calls

2 calls:

11.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
10.0ms	y

Results

Accuracy	Segments	Branch
69.4%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
69.3%	2	`y`

Compiler

Compiled 24 to 16 computations (33.3% saved)

regimes7.0ms (0%)

Memory

16.9MiB live, 16.9MiB allocated

Counts

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

Outputs

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

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

Calls

1 calls:

6.0ms

Results

Accuracy	Segments	Branch
69.0%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes10.0ms (0.1%)

Memory

17.8MiB live, 17.8MiB allocated

Counts

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

2 calls:

5.0ms	y
5.0ms	x

Results

Accuracy	Segments	Branch
65.2%	1	`x`
68.3%	2	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes15.0ms (0.1%)

Memory

-8.3MiB live, 33.2MiB 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 (+ (* z (- t x)) 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))))) (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 #s(approx (/ (* (+ t x) (- t x)) (+ 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

5 calls:

5.0ms	y
2.0ms	z
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	x
2.0ms	t

Results

Accuracy	Segments	Branch
62.7%	3	`x`
57.7%	1	`t`
66.8%	3	`z`
62.3%	2	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
57.7%	1	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes12.0ms (0.1%)

Memory

-15.4MiB live, 23.2MiB allocated

Counts

3 → 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 (+ (* z (- t x)) 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))))

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:

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

Results

Accuracy	Segments	Branch
26.4%	1	`y`
26.4%	1	`t`
26.4%	1	`x`
26.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
26.4%	1	`z`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes8.0ms (0.1%)

Memory

19.0MiB live, 19.0MiB allocated

Counts

2 → 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 (+ (* z (- t x)) 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 #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	z
2.0ms	t
2.0ms	x
1.0ms	y

Results

Accuracy	Segments	Branch
21.1%	2	`x`
18.4%	1	`y`
18.4%	1	`t`
18.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
18.4%	1	`z`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes4.0ms (0%)

Memory

-27.7MiB live, 9.9MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

2 calls:

3.0ms	z
1.0ms	x

Results

Accuracy	Segments	Branch
18.4%	1	`z`
18.4%	1	`x`

Compiler

Compiled 10 to 8 computations (20% saved)

bsearch45.0ms (0.3%)

Memory

22.4MiB live, 61.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
25.0ms	3.0364223111530506e-236	2.0526850158213476e-231
16.0ms	-1.7105612738898857e+39	-1.7527656391320176e+31

Samples

29.0ms	283×	0	valid
1.0ms	5×	1	valid

Compiler

Compiled 706 to 415 computations (41.2% saved)

Precisions

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

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

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

ival-tanh: 3.0ms (22.4% of total)

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

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

adjust: 0.0ms (0% of total)

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

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

bsearch31.0ms (0.2%)

Memory

-29.1MiB live, 18.0MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
29.0ms	-2.7817418609926786e+119	-1.5514415280323747e+117

Samples

8.0ms	110×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 358 to 208 computations (41.9% saved)

Precisions

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

ival-div: 2.0ms (39.5% of total)

ival-add: 1.0ms (19.7% of total)

ival-mult: 1.0ms (19.7% of total)

ival-tanh: 1.0ms (19.7% of total)

adjust: 0.0ms (0% of total)

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

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

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

bsearch1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

4×	left-value

Steps

Time	Left	Right
0.0ms	1.2741235273959474e+281	1.394156890136683e+291
0.0ms	4.661114148871902e+30	1.0298680285178237e+43
0.0ms	-12993879.820169266	-0.00992090845711408
0.0ms	-inf	-1.0957837291091581e+300

Compiler

Compiled 22 to 19 computations (13.6% saved)

bsearch30.0ms (0.2%)

Memory

11.0MiB live, 48.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
15.0ms	2.738255723105874e-106	1.0912670926052206e-102
12.0ms	2.917520524457767e-224	4.710292969782746e-222

Samples

16.0ms	236×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 589 to 340 computations (42.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 11.0ms

ival-div: 3.0ms (27.1% of total)

ival-mult: 3.0ms (27.1% of total)

ival-tanh: 2.0ms (18.1% of total)

ival-sub: 1.0ms (9% of total)

ival-add: 1.0ms (9% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch14.0ms (0.1%)

Memory

27.4MiB live, 27.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
12.0ms	6.965923425496988e-129	4.965575778779823e-127

Samples

8.0ms	108×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 232 to 138 computations (40.5% saved)

Precisions

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

ival-div: 2.0ms (37.5% of total)

ival-add: 1.0ms (18.8% of total)

ival-mult: 1.0ms (18.8% of total)

ival-sub: 1.0ms (18.8% of total)

ival-tanh: 1.0ms (18.8% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch16.0ms (0.1%)

Memory

-9.4MiB live, 29.1MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
13.0ms	4.953625429321256e-126	8.328906462718472e-124

Samples

7.0ms	104×	0	valid
1.0ms	8×	1	valid

Compiler

Compiled 225 to 131 computations (41.8% saved)

Precisions

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

ival-div: 2.0ms (35.4% of total)

ival-mult: 2.0ms (35.4% of total)

ival-add: 1.0ms (17.7% of total)

ival-sub: 1.0ms (17.7% of total)

ival-tanh: 1.0ms (17.7% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch16.0ms (0.1%)

Memory

-8.1MiB live, 29.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
14.0ms	1.0912670926052206e-102	1.9480681312416793e-101

Samples

10.0ms	108×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 190 to 117 computations (38.4% saved)

Precisions

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

ival-div: 2.0ms (37% of total)

ival-mult: 2.0ms (37% of total)

ival-add: 1.0ms (18.5% of total)

ival-tanh: 1.0ms (18.5% of total)

adjust: 0.0ms (0% of total)

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

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

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

bsearch36.0ms (0.2%)

Memory

-14.3MiB live, 68.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
15.0ms	5.116035686855e-13	2.6458832058471923e-5
16.0ms	-39681959644438824.0	-5278812648207.471

Samples

19.0ms

272×

valid

Compiler

Compiled 430 to 257 computations (40.2% saved)

Precisions

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

ival-div: 4.0ms (33.5% of total)

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

ival-tanh: 2.0ms (16.8% of total)

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

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

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

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

bsearch21.0ms (0.1%)

Memory

14.1MiB live, 52.0MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
19.0ms	-6.329572976893383e-155	-6.44907436994783e-167

Samples

13.0ms	154×	0	valid
1.0ms	6×	1	valid

Compiler

Compiled 242 to 149 computations (38.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 8.0ms

ival-div: 2.0ms (26.1% of total)

ival-mult: 2.0ms (26.1% of total)

ival-tanh: 2.0ms (26.1% of total)

ival-add: 1.0ms (13% of total)

ival-sub: 1.0ms (13% of total)

adjust: 0.0ms (0% of total)

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

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

simplify76.0ms (0.5%)

Memory

18.6MiB live, 56.3MiB allocated

Algorithm

1×	egg-herbie

Rules

540×	`distribute-lft-neg-in_binary64`
428×	`unsub-neg_binary64`
344×	`neg-mul-1_binary64`
290×	`neg-sub0_binary64`
246×	`cancel-sign-sub_binary64`

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	161	894
1	211	893
2	253	889
3	313	889
4	426	889
5	583	889
6	839	889
7	1142	889
8	1386	889
9	1572	889
10	1726	889
11	1805	889
12	1847	889
13	1863	889
14	1868	889
15	1869	889

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(if (<=.f64 t #s(literal -1800000000000000132619716698046464 binary64)) (fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ ( (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x))) (if (<=.f64 t #s(literal 895839737440089/436994993873214129706097166956708350993678881411295357199729151951767944417616335439228580716318181998128654620651240845861768505204366709906692902245553277900892247131030458103436298545516643924637451297481464347472084863384057367177715867713536 binary64)) (fma.f64 (.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x) (fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ (* (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x)))))
(if (<=.f64 x #s(literal -269999999999999983133443373846076760996472925571757595928110098352902933261461558940878766988673918383696774748262367232 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 y (/.f64 (.f64 x (fma.f64 y (/.f64 x t) y)) (neg.f64 t))) t)))) y) z x) (fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ ( (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x))))
(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z (-.f64 t x)))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -10000000 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 #s(approx (+ ( (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) (neg.f64 t))))))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 4999999999999999817948147482624 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (neg.f64 (/.f64 (fma.f64 t (/.f64 y x) y) x))))))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 200000000000000006556449196572419649714141056604298712852666715488188520639474867185586875734482358610763499516364830163740326935382139139198798220258608504224955760849124013163054654471029919298065709782502060125818520278488967130426189712965200924415757135362171021140252940042240 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 #s(approx (+ (* (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) (neg.f64 t))))))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))))))
(if (<=.f64 y #s(literal 6251263530824863/208375451027495446064995368460039306160773697572372130012383056617626163681801002235044756277236071585716559706044788763934025051691230158761354876635338438940473674359812954951971196434744188272780156754246456311927835876171139415348871168 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (.f64 x (neg.f64 x))) (+.f64 t x)) x)) (if (<=.f64 y #s(literal 7101187164738999/322781234760863573706989896500376484291213224103652939103832419567580952752105149328705669160017228929487896496593436672 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t)))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))))
(if (<=.f64 y #s(literal 3219303192513367/48777321098687378615337456715518223527321845979140174232174327494146433419058837814379782860367062049372295798771978482741374619988879457910784 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (.f64 x (neg.f64 x))) (+.f64 t x)) x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 y #s(literal 6549689112372573/11908525658859223294760121268437066290850060053501019099651935423375594096449911575776314174894302258147533153997065059263030913083222523904 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (.f64 t t)) (+.f64 t x)) x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 y #s(literal 3089117285797327/1260864198284623334792929283204595641762551656654894293374345388935863096687910739565256520156317300505812095689818112 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 -5500000000000 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 3423715700080493/1180591620717411303424 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 x #s(literal -3743770725422969/60383398797144661635864873295812302254670739526663046854019300803929986598274381633378027602842540280663494000492221518396329354078796682120982948022923136698390325231616 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) 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 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(if (<=.f64 t #s(literal -1800000000000000132619716698046464 binary64)) (fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ ( (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x))) (if (<=.f64 t #s(literal 895839737440089/436994993873214129706097166956708350993678881411295357199729151951767944417616335439228580716318181998128654620651240845861768505204366709906692902245553277900892247131030458103436298545516643924637451297481464347472084863384057367177715867713536 binary64)) (fma.f64 (.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x) (fma.f64 (.f64 (tanh.f64 (/.f64 t y)) y) z #s(approx (+ (* (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x)))))
(if (<=.f64 t #s(literal -1800000000000000132619716698046464 binary64)) (fma.f64 (.f64 y (tanh.f64 (/.f64 t y))) z #s(approx (+ ( (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x))) (if (<=.f64 t #s(literal 895839737440089/436994993873214129706097166956708350993678881411295357199729151951767944417616335439228580716318181998128654620651240845861768505204366709906692902245553277900892247131030458103436298545516643924637451297481464347472084863384057367177715867713536 binary64)) (fma.f64 (.f64 z (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x) (fma.f64 (.f64 y (tanh.f64 (/.f64 t y))) z #s(approx (+ (* (tanh (/ x y)) (* z (neg y))) x) (fma.f64 x (neg.f64 z) x)))))
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(if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -inf.0 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (.f64 z (-.f64 t x)))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal -10000000 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 #s(approx (+ ( (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) (neg.f64 t))))))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 4999999999999999817948147482624 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (neg.f64 (/.f64 (fma.f64 t (/.f64 y x) y) x))))))) (if (<=.f64 (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 200000000000000006556449196572419649714141056604298712852666715488188520639474867185586875734482358610763499516364830163740326935382139139198798220258608504224955760849124013163054654471029919298065709782502060125818520278488967130426189712965200924415757135362171021140252940042240 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (-.f64 (neg.f64 y) (/.f64 #s(approx (+ (* (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) (neg.f64 t))))))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))))))
(if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) #s(literal -inf.0 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 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) #s(literal -10000000 binary64)) (+.f64 x (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (+.f64 y (/.f64 #s(approx (+ ( (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) t)))))) (if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) #s(literal 4999999999999999817948147482624 binary64)) (+.f64 x (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 t (/.f64 y x) y) (neg.f64 x))))))) (if (<=.f64 (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) #s(literal 200000000000000006556449196572419649714141056604298712852666715488188520639474867185586875734482358610763499516364830163740326935382139139198798220258608504224955760849124013163054654471029919298065709782502060125818520278488967130426189712965200924415757135362171021140252940042240 binary64)) (+.f64 x (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (+.f64 y (/.f64 #s(approx (+ (* (* x x) (/ y t)) (* y x)) (/.f64 (.f64 y (.f64 x x)) t)) t)) t)))))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))))))
(if (<=.f64 y #s(literal 6251263530824863/208375451027495446064995368460039306160773697572372130012383056617626163681801002235044756277236071585716559706044788763934025051691230158761354876635338438940473674359812954951971196434744188272780156754246456311927835876171139415348871168 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (.f64 x (neg.f64 x))) (+.f64 t x)) x)) (if (<=.f64 y #s(literal 7101187164738999/322781234760863573706989896500376484291213224103652939103832419567580952752105149328705669160017228929487896496593436672 binary64)) (+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t)))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))))
(if (<=.f64 y #s(literal 6251263530824863/208375451027495446064995368460039306160773697572372130012383056617626163681801002235044756277236071585716559706044788763934025051691230158761354876635338438940473674359812954951971196434744188272780156754246456311927835876171139415348871168 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (.f64 x (neg.f64 x))) (+.f64 t x)) x)) (if (<=.f64 y #s(literal 7101187164738999/322781234760863573706989896500376484291213224103652939103832419567580952752105149328705669160017228929487896496593436672 binary64)) (+.f64 x (.f64 (.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(literal 1 binary64) #s(approx (/ y (- t x)) (/.f64 (fma.f64 x (/.f64 y t) y) t)))))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x))))
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(if (<=.f64 y #s(literal 6549689112372573/11908525658859223294760121268437066290850060053501019099651935423375594096449911575776314174894302258147533153997065059263030913083222523904 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (/.f64 #s(approx (* (+ t x) (- t x)) (.f64 t t)) (+.f64 t x)) x)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 z (-.f64 t x) x)))
(if (<=.f64 y #s(literal 3089117285797327/1260864198284623334792929283204595641762551656654894293374345388935863096687910739565256520156317300505812095689818112 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 -5500000000000 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 3423715700080493/1180591620717411303424 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))))
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#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* z (- t x)) x) (*.f64 z t)))

soundness2.0s (14.1%)

Memory

-28.3MiB live, 1 226.9MiB allocated

Rules

14 306×	`lower-fma.f64`
14 306×	`lower-fma.f32`
13 264×	`lower-fma.f64`
13 264×	`lower-fma.f32`
12 758×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	449
0	94	434
1	383	409
2	3288	404
0	10677	400
0	69	479
0	98	436
1	443	420
2	3898	420
0	9849	407
0	495	10076
1	1678	7475
2	6942	7471
0	8224	7285
0	53	422
0	92	403
1	376	383
2	3256	383
0	8231	368
0	12	48
0	20	48
1	99	48
2	871	48
0	8208	47
0	759	42267
1	2523	31603
0	9025	30810
0	995	32712
1	3303	28589
0	8955	27797
0	1012	38883
1	3360	33972
0	9143	33176

Stop Event

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

Compiler

Compiled 1 054 to 481 computations (54.4% saved)

preprocess456.0ms (3.2%)

Memory: 3.8MiB live, 199.0MiB allocated
Remove: (abs y)
Compiler: Compiled 972 to 292 computations (70% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze68.0ms (0.5%)

sample1.6s (11.3%)

preprocess399.0ms (2.8%)

explain213.0ms (1.5%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify367.0ms (2.5%)

localize47.0ms (0.3%)

series86.0ms (0.6%)

simplify423.0ms (2.9%)

rewrite357.0ms (2.5%)

eval68.0ms (0.5%)

prune96.0ms (0.7%)

simplify239.0ms (1.7%)

localize600.0ms (4.2%)

series281.0ms (1.9%)

simplify647.0ms (4.5%)

rewrite371.0ms (2.6%)

eval208.0ms (1.4%)

prune178.0ms (1.2%)

simplify246.0ms (1.7%)

localize257.0ms (1.8%)

series71.0ms (0.5%)

simplify993.0ms (6.9%)

rewrite497.0ms (3.4%)

eval208.0ms (1.4%)

prune224.0ms (1.6%)

simplify284.0ms (2%)

localize221.0ms (1.5%)

series84.0ms (0.6%)

simplify666.0ms (4.6%)

rewrite489.0ms (3.4%)

eval356.0ms (2.5%)

prune232.0ms (1.6%)

regimes136.0ms (0.9%)

regimes151.0ms (1%)

regimes37.0ms (0.3%)

regimes85.0ms (0.6%)

regimes57.0ms (0.4%)

regimes23.0ms (0.2%)

regimes7.0ms (0%)

regimes10.0ms (0.1%)

regimes15.0ms (0.1%)

regimes12.0ms (0.1%)

regimes8.0ms (0.1%)

regimes4.0ms (0%)

bsearch45.0ms (0.3%)

bsearch31.0ms (0.2%)

bsearch1.0ms (0%)

bsearch30.0ms (0.2%)

bsearch14.0ms (0.1%)

bsearch16.0ms (0.1%)

bsearch16.0ms (0.1%)

bsearch36.0ms (0.2%)

bsearch21.0ms (0.1%)

simplify76.0ms (0.5%)

soundness2.0s (14.1%)

preprocess456.0ms (3.2%)

end0.0ms (0%)

Profiling