Metrics for SynthBasics:moogVCF from YampaSynth-0.2

analyze69.0ms (0.5%)

Memory

6.5MiB live, 82.9MiB 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)

sample1.3s (9.7%)

Memory

24.0MiB live, 1 482.7MiB allocated

Samples

728.0ms	8 051×	0	valid
53.0ms	205×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 514.0ms

ival-div: 164.0ms (31.9% of total)

ival-mult: 155.0ms (30.1% of total)

ival-tanh: 101.0ms (19.6% of total)

ival-add: 46.0ms (8.9% of total)

ival-sub: 36.0ms (7% of total)

ival-true: 6.0ms (1.2% of total)

adjust: 4.0ms (0.8% of total)

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

Bogosity

preprocess402.0ms (3%)

Memory

-30.8MiB live, 498.6MiB 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)

explain162.0ms (1.2%)

Memory

-8.3MiB live, 308.6MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

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

Confusion

	Predicted +	Predicted -
+	17	0
-	0	239

Precision

1.0

Recall

1.0

Confusion?

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

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	239
1	17

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

39.0ms	422×	0	valid
19.0ms	80×	2	valid
2.0ms	10×	1	valid

Compiler

Compiled 158 to 52 computations (67.1% saved)

Precisions

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

ival-div: 11.0ms (30.3% of total)

ival-mult: 7.0ms (19.3% of total)

ival-tanh: 6.0ms (16.5% of total)

ival-sub: 5.0ms (13.8% of total)

adjust: 3.0ms (8.3% of total)

ival-add: 3.0ms (8.3% 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

1.7MiB live, 1.7MiB allocated

Alt Table

Click to see full alt table

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

Compiler

Compiled 19 to 12 computations (36.8% saved)

simplify427.0ms (3.1%)

Memory

37.5MiB live, 577.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Calls

Call 1

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

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

localize379.0ms (2.8%)

Memory

-82.4MiB live, 66.8MiB allocated

Localize:

Found 4 expressions of interest:

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

Samples

347.0ms	211×	0	valid
9.0ms	40×	2	valid
1.0ms	5×	1	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 345.0ms

ival-div: 334.0ms (96.7% of total)

ival-mult: 4.0ms (1.2% of total)

ival-tanh: 3.0ms (0.9% of total)

adjust: 1.0ms (0.3% of total)

ival-sub: 1.0ms (0.3% of total)

ival-add: 1.0ms (0.3% of total)

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

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

series90.0ms (0.7%)

Memory

13.9MiB live, 90.5MiB allocated

Counts

5 → 180

Calls

Call 1

Inputs
#<alt (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))>
#<alt (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))>
#<alt (*.f64 y z)>
#<alt (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))>
#<alt (tanh.f64 (/.f64 x y))>

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

Calls

45 calls:

Time	Variable		Point	Expression
35.0ms	y	@	inf	(- (tanh (/ t y)) (tanh (/ x y)))
9.0ms	z	@	0	(+ 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)))))

rewrite311.0ms (2.3%)

Memory

-8.0MiB live, 552.4MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Counts

5 → 266

Calls

Call 1

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

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

simplify944.0ms (7%)

Memory

15.1MiB live, 481.3MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

1×	iter limit
1×	node limit

Counts

180 → 176

Calls

Call 1

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

eval63.0ms (0.5%)

Memory: 22.6MiB live, 133.2MiB allocated
Compiler: Compiled 20 269 to 1 580 computations (92.2% saved)

prune64.0ms (0.5%)

Memory

-8.7MiB live, 156.0MiB allocated

Pruning

10 alts after pruning (10 fresh and 0 done)

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

Accuracy

100.0%

Counts

443 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
▶	23.2%	(fma.f64 z (-.f64 t x) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x))
▶	62.0%	(fma.f64 z (-.f64 t x) x)
	25.1%	(-.f64 (fma.f64 z (-.f64 t x) x) (/.f64 (fma.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 (.f64 x (*.f64 x x)) #s(literal 1/6 binary64)))) (/.f64 z y) #s(literal 0 binary64)) y))
	82.0%	(+.f64 x (/.f64 (.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (.f64 y z)) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
▶	47.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
	21.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 (+.f64 (/.f64 (/.f64 (fma.f64 x (.f64 (.f64 x x) #s(literal -1/2 binary64)) (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 (.f64 x (*.f64 x x)) #s(literal 1/6 binary64)))) y) y) (-.f64 x t)) (neg.f64 y))))
▶	66.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
	40.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (/.f64 (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) x) y)))))
	62.0%	(+.f64 x (*.f64 z (-.f64 t x)))

Compiler

Compiled 542 to 298 computations (45% saved)

simplify335.0ms (2.5%)

Memory

20.2MiB live, 733.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	cost-diff	384	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))
✓	cost-diff	0	(fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x)
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	320	(fma.f64 z (-.f64 t x) (fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x))
✓	cost-diff	1536	(-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))
✓	cost-diff	0	(/.f64 (-.f64 t x) y)
✓	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
✓	cost-diff	1024	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(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

12 696×	`lower-fma.f32`
12 684×	`lower-fma.f64`
4 580×	`lower-*.f32`
4 558×	`lower-*.f64`
2 576×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	339
0	69	300
1	161	300
2	399	300
3	1198	268
4	4706	264
0	8589	255

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

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

localize217.0ms (1.6%)

Memory

-22.9MiB live, 250.1MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	accuracy	80.0%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))
✓	accuracy	97.4%	(fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x)))
✓	accuracy	89.0%	(/.f64 z (*.f64 y y))
✓	accuracy	82.6%	(fma.f64 (.f64 #s(literal 1/2 binary64) (-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))) (/.f64 z (.f64 y y)) x)
✓	accuracy	47.8%	(-.f64 (fma.f64 t (.f64 (.f64 t t) #s(literal 1/3 binary64)) (.f64 x (.f64 x x))) (fma.f64 t (.f64 t t) (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x)))))
✓	accuracy	100.0%	(*.f64 y z)
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	74.2%	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(fma.f64 z (-.f64 t x) x)
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.2%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
✓	accuracy	98.8%	(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

109.0ms	211×	0	valid
36.0ms	41×	2	valid
4.0ms	4×	3	valid

Compiler

Compiled 356 to 42 computations (88.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 68.0ms

ival-mult: 25.0ms (36.8% of total)

ival-div: 13.0ms (19.1% of total)

ival-add: 10.0ms (14.7% of total)

adjust: 7.0ms (10.3% of total)

ival-sub: 5.0ms (7.4% of total)

const: 4.0ms (5.9% of total)

ival-tanh: 3.0ms (4.4% of total)

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

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

exact: 0.0ms (0% of total)

series75.0ms (0.6%)

Memory

20.6MiB live, 132.3MiB allocated

Counts

19 → 696

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

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

Calls

174 calls:

Time	Variable		Point	Expression
12.0ms	z	@	0	(+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x))
3.0ms	y	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (/ x y))))
2.0ms	y	@	0	(- (tanh (/ t y)) (/ x y))
1.0ms	y	@	0	(+ (* z (- t x)) (+ (* (* 1/2 (- (+ (* t (* (* t t) 1/3)) (* x (* x x))) (+ (* t (* t t)) (* 1/3 (* x (* x x)))))) (/ z (* y y))) x))
1.0ms	y	@	inf	(* (* y z) (- (tanh (/ t y)) (/ x y)))

rewrite354.0ms (2.6%)

Memory

25.8MiB live, 506.4MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 556×	`lower-/.f32`
4 548×	`lower-/.f64`
3 726×	`lower-*.f32`
3 704×	`lower-*.f64`
3 250×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	228
0	69	207
1	313	207
2	3060	207
0	8644	198

Stop Event

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

Counts

19 → 651

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

Outputs
(+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))
(+.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) x)
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y) (neg.f64 x))) (/.f64 (.f64 x x) (fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) (neg.f64 x))))
(-.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)))) (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y)))))
(fma.f64 z (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(fma.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(fma.f64 (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) z x)
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y))) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 z y)) #s(literal 2 binary64))) (fma.f64 x (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y)) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (-.f64 (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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(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (+.f64 (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) #s(literal 1 binary64)) (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y))) (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y))))))
(/.f64 (neg.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) (neg.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(/.f64 (neg.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64)))) (neg.f64 (+.f64 (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) #s(literal 1 binary64))))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y)))) (neg.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y)))))
(/.f64 (neg.f64 (neg.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))))) (neg.f64 (neg.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))))
(/.f64 (neg.f64 (neg.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (+.f64 (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) #s(literal 1 binary64)))))
(/.f64 (neg.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y))))) (neg.f64 (neg.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y))))))
(pow.f64 (/.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (+.f64 (exp.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) #s(literal 1 binary64)) (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y))) (-.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (.f64 #s(literal -2 binary64) x) y)))) #s(literal -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 (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 #s(literal -2 binary64) x) y))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (/.f64 (*.f64 #s(literal -2 binary64) x) y)))))
(tanh.f64 (/.f64 x y))
(exp.f64 (.f64 (log.f64 (/.f64 (.f64 y y) z)) #s(literal -1 binary64)))
(-.f64 (/.f64 #s(literal 0 binary64) (neg.f64 (.f64 y y))) (/.f64 z (neg.f64 (.f64 y y))))
(neg.f64 (/.f64 z (neg.f64 (*.f64 y y))))
(neg.f64 (/.f64 (neg.f64 z) (*.f64 y y)))
(/.f64 z (*.f64 y y))
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 y y) z))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 (*.f64 y y) z) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 y (/.f64 z y)))
(/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (/.f64 (*.f64 y y) z))))
(/.f64 (neg.f64 z) (neg.f64 (*.f64 y y)))
(/.f64 (/.f64 z y) y)
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (*.f64 y y) z)))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (/.f64 (*.f64 y y) z) #s(literal 1 binary64))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 y (/.f64 z y))))
(/.f64 (neg.f64 (neg.f64 z)) (neg.f64 (neg.f64 (*.f64 y y))))
(/.f64 (neg.f64 (/.f64 z y)) (neg.f64 y))
(/.f64 (.f64 z #s(literal 1 binary64)) (.f64 y y))
(/.f64 (neg.f64 (.f64 z #s(literal 1 binary64))) (neg.f64 (.f64 y y)))
(/.f64 (neg.f64 (neg.f64 (neg.f64 z))) (neg.f64 (neg.f64 (neg.f64 (*.f64 y y)))))
(/.f64 (neg.f64 (neg.f64 (/.f64 z y))) (neg.f64 (neg.f64 y)))
(pow.f64 (/.f64 (*.f64 y y) z) #s(literal -1 binary64))
(pow.f64 (/.f64 (/.f64 (*.f64 y y) z) #s(literal 1 binary64)) #s(literal -1 binary64))
(pow.f64 (/.f64 y (/.f64 z y)) #s(literal -1 binary64))
(.f64 z (/.f64 #s(literal 1 binary64) (.f64 y y)))
(.f64 #s(literal 1 binary64) (/.f64 z (.f64 y y)))
(.f64 (neg.f64 z) (/.f64 #s(literal 1 binary64) (neg.f64 (.f64 y y))))
(*.f64 (/.f64 #s(literal 1 binary64) y) (/.f64 z y))
(.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) z)
(.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (pow.f64 (/.f64 #s(literal 1 binary64) z) #s(literal -1 binary64)))
(*.f64 (/.f64 z y) (/.f64 #s(literal 1 binary64) y))
(+.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (*.f64 t #s(literal 1/3 binary64)))))
(+.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (*.f64 x x)))
(-.f64 (/.f64 (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64)) (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (.f64 x x)))) (/.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (*.f64 x x)))))
(-.f64 (/.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))))) (/.f64 (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (*.f64 t #s(literal 1/3 binary64)))))))
(fma.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))) (.f64 x (.f64 x x)))
(fma.f64 x (.f64 x x) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))))
(fma.f64 (.f64 t t) (.f64 t #s(literal 1/3 binary64)) (.f64 x (.f64 x x)))
(fma.f64 #s(literal 1/3 binary64) (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))
(fma.f64 (.f64 t (.f64 t #s(literal 1/3 binary64))) t (.f64 x (.f64 x x)))
(fma.f64 (.f64 x x) x (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))))
(fma.f64 (.f64 t (.f64 t t)) #s(literal 1/3 binary64) (.f64 x (.f64 x x)))
(fma.f64 (.f64 t #s(literal 1/3 binary64)) (.f64 t t) (.f64 x (.f64 x x)))
(fma.f64 (pow.f64 x #s(literal 3/2 binary64)) (pow.f64 x #s(literal 3/2 binary64)) (.f64 t (.f64 t (*.f64 t #s(literal 1/3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64))) (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (*.f64 t t))) #s(literal 1/27 binary64))))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (.f64 x x))) (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (*.f64 x x)))))))
(/.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/27 binary64)))) (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (*.f64 t t))) #s(literal 1/9 binary64))))
(/.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/27 binary64)))) (fma.f64 x (.f64 (.f64 x x) (.f64 x (.f64 x x))) (-.f64 (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64)) (.f64 (.f64 t (.f64 t #s(literal 1/3 binary64))) (.f64 t (.f64 x (.f64 x x)))))))
(/.f64 (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))))) (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (*.f64 x x))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64))) (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (*.f64 t t))) #s(literal 1/27 binary64)))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (.f64 x x))) (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (*.f64 x x))))))))
(/.f64 (neg.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/27 binary64))))) (neg.f64 (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (*.f64 t t))) #s(literal 1/9 binary64)))))
(/.f64 (neg.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/27 binary64))))) (neg.f64 (fma.f64 x (.f64 (.f64 x x) (.f64 x (.f64 x x))) (-.f64 (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64)) (.f64 (.f64 t (.f64 t #s(literal 1/3 binary64))) (.f64 t (.f64 x (.f64 x x))))))))
(/.f64 (neg.f64 (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x)))))) (neg.f64 (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (*.f64 x x)))))
(/.f64 (-.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64))) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/27 binary64)))))) (neg.f64 (neg.f64 (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (*.f64 t t))) #s(literal 1/9 binary64))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))))))) (neg.f64 (neg.f64 (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (*.f64 x x))))))
(/.f64 (neg.f64 (-.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64)))) (neg.f64 (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))))))
(pow.f64 (/.f64 (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64))) (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (*.f64 t t))) #s(literal 1/27 binary64))))) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (.f64 x x))) (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (*.f64 x x)))))) #s(literal -1 binary64))
(.f64 (fma.f64 (.f64 x (.f64 x x)) (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/27 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 x (.f64 x x)) (-.f64 (.f64 x (.f64 x x)) (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64))))) (.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64)))))
(.f64 (fma.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t t))) #s(literal 1/9 binary64) (neg.f64 (.f64 (.f64 x x) (.f64 (.f64 x x) (.f64 x x))))) (/.f64 #s(literal 1 binary64) (-.f64 (.f64 t (.f64 t (.f64 t #s(literal 1/3 binary64)))) (.f64 x (.f64 x x)))))

simplify575.0ms (4.2%)

Memory

-44.9MiB live, 845.5MiB allocated

Algorithm

1×	egg-herbie

Rules

11 874×	`lower-fma.f64`
11 874×	`lower-fma.f32`
6 914×	`lower-+.f64`
6 914×	`lower-+.f32`
4 868×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	908	19108
1	3037	17164
0	8393	16615

Stop Event

1×	iter limit
1×	node limit

Counts

696 → 682

Calls

Call 1

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

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

eval208.0ms (1.5%)

Memory: 31.1MiB live, 516.8MiB allocated
Compiler: Compiled 58 734 to 3 751 computations (93.6% saved)

prune215.0ms (1.6%)

Memory

-2.8MiB live, 416.4MiB allocated

Pruning

31 alts after pruning (30 fresh and 1 done)

	Pruned	Kept	Total
New	1 471	29	1 500
Fresh	4	1	5
Picked	4	1	5
Done	0	0	0
Total	1 479	31	1 510

Accuracy

100.0%

Counts

1 510 → 31

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.1%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
	47.7%	(fma.f64 (/.f64 (-.f64 t x) y) (*.f64 z y) x)
▶	58.2%	(fma.f64 (/.f64 (*.f64 z (-.f64 t x)) y) y x)
	59.7%	(fma.f64 (-.f64 t x) (.f64 (/.f64 #s(literal 1 binary64) y) (.f64 z y)) x)
	51.9%	(fma.f64 (*.f64 (/.f64 (-.f64 t x) y) y) z x)
	70.6%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
	62.0%	(fma.f64 (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) y x)
	45.2%	(fma.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (.f64 x (fma.f64 #s(literal -1/3 binary64) (/.f64 (.f64 x x) (.f64 y (*.f64 y y))) (/.f64 #s(literal 1 binary64) y))))) y x)
✓	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	53.9%	(fma.f64 (neg.f64 x) (fma.f64 (neg.f64 t) (/.f64 z x) z) x)
	56.0%	(fma.f64 z (fma.f64 t (/.f64 (neg.f64 x) t) t) x)
	23.5%	(fma.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t t (.f64 x (+.f64 t x))) (.f64 (fma.f64 t t (*.f64 x (+.f64 t x))) (-.f64 t x)))) x)
	18.2%	(fma.f64 z (-.f64 t x) (.f64 (.f64 x (.f64 x x)) (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (*.f64 x x)))))
	51.1%	(fma.f64 z (neg.f64 x) x)
	18.9%	(fma.f64 x (-.f64 #s(literal 1 binary64) z) (/.f64 (.f64 #s(literal 1/2 binary64) (.f64 z (.f64 (.f64 x (.f64 x x)) #s(literal 2/3 binary64)))) (.f64 y y)))
	18.7%	(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (/.f64 (.f64 y (.f64 z (-.f64 t x))) y)) (-.f64 (.f64 x x) (/.f64 (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 y (.f64 z (-.f64 t x)))) (*.f64 y y)))))
	48.1%	(+.f64 x (/.f64 (*.f64 z y) (/.f64 y (-.f64 t x))))
	66.1%	(+.f64 x (.f64 (.f64 y z) (fma.f64 (neg.f64 x) (/.f64 #s(literal 1 binary64) y) (tanh.f64 (/.f64 t y)))))
▶	26.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	31.6%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))))
	42.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (neg.f64 x) y)))
	50.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
	40.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (/.f64 (-.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x (.f64 x x))) (.f64 y y)) x) y)))))
	47.7%	(+.f64 x (.f64 (.f64 y z) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))))
	44.3%	(+.f64 x (.f64 (.f64 y z) (.f64 x (+.f64 (/.f64 t (.f64 x y)) (/.f64 #s(literal -1 binary64) y)))))
	27.5%	(+.f64 x (.f64 (.f64 y z) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64)))))
	57.7%	(+.f64 x (*.f64 z t))
	11.4%	(.f64 (.f64 x (.f64 x x)) (-.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (.f64 x x))) (/.f64 z (.f64 x x))))
	28.7%	(*.f64 z (-.f64 t x))
▶	20.2%	(*.f64 z t)
▶	2.4%	(.f64 #s(literal 1/3 binary64) (.f64 (.f64 x (.f64 x x)) (/.f64 z (*.f64 y y))))

Compiler

Compiled 1 178 to 683 computations (42% saved)

simplify483.0ms (3.6%)

Memory

22.8MiB live, 461.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	64	(-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y)))
✓	cost-diff	128	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
✓	cost-diff	384	(*.f64 (/.f64 t y) (/.f64 t y))
✓	cost-diff	3904	(/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))
✓	cost-diff	0	(*.f64 x x)
✓	cost-diff	0	(.f64 x (.f64 x x))
✓	cost-diff	0	(.f64 (.f64 x (.f64 x x)) (/.f64 z (.f64 y y)))
✓	cost-diff	0	(.f64 #s(literal 1/3 binary64) (.f64 (.f64 x (.f64 x x)) (/.f64 z (*.f64 y y))))
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(*.f64 z (-.f64 t x))
✓	cost-diff	0	(/.f64 (*.f64 z (-.f64 t x)) y)
✓	cost-diff	1024	(fma.f64 (/.f64 (*.f64 z (-.f64 t x)) y) y x)
✓	cost-diff	0	(*.f64 z t)
✓	cost-diff	0	(/.f64 t y)
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
✓	cost-diff	320	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))

Rules

8 956×	`lower-fma.f32`
8 950×	`lower-fma.f64`
4 572×	`lower-*.f32`
4 550×	`lower-*.f64`
3 694×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	271
0	62	263
1	155	253
2	413	248
3	1139	242
4	3766	208
0	8174	206

Stop Event

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

Calls

Call 1

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

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

localize280.0ms (2.1%)

Memory

-1.6MiB live, 194.5MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	accuracy	83.5%	(-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y)))
✓	accuracy	80.4%	(/.f64 (.f64 x x) (.f64 y y))
✓	accuracy	74.2%	(.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y))))
✓	accuracy	45.7%	(/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))
✓	accuracy	99.8%	(.f64 x (.f64 x x))
✓	accuracy	99.8%	(.f64 #s(literal 1/3 binary64) (.f64 (.f64 x (.f64 x x)) (/.f64 z (*.f64 y y))))
✓	accuracy	89.0%	(/.f64 z (*.f64 y y))
✓	accuracy	78.7%	(.f64 (.f64 x (.f64 x x)) (/.f64 z (.f64 y y)))
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(*.f64 z (-.f64 t x))
✓	accuracy	92.6%	(/.f64 (*.f64 z (-.f64 t x)) y)
✓	accuracy	87.7%	(fma.f64 (/.f64 (*.f64 z (-.f64 t x)) y) y x)
✓	accuracy	100.0%	(*.f64 z t)
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.5%	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))
✓	accuracy	99.2%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
✓	accuracy	93.7%	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)

Samples

187.0ms	212×	0	valid
17.0ms	26×	2	valid
8.0ms	18×	1	valid

Compiler

Compiled 277 to 37 computations (86.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 159.0ms

ival-div: 64.0ms (40.3% of total)

ival-add: 59.0ms (37.1% of total)

ival-mult: 22.0ms (13.9% of total)

const: 4.0ms (2.5% of total)

adjust: 3.0ms (1.9% of total)

ival-sub: 3.0ms (1.9% of total)

ival-tanh: 3.0ms (1.9% of total)

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

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

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

series149.0ms (1.1%)

Memory

9.4MiB live, 122.5MiB allocated

Counts

22 → 720

Calls

Call 1

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

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

Calls

180 calls:

Time	Variable		Point	Expression
31.0ms	y	@	-inf	(+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z))
21.0ms	y	@	0	(+ x (* (* y z) (/ (- (* (/ t y) (/ t y)) (/ (* x x) (* y y))) (+ (/ t y) (/ x y)))))
20.0ms	y	@	0	(* 1/3 (* (* x (* x x)) (/ z (* y y))))
17.0ms	t	@	inf	(/ (- (* (/ t y) (/ t y)) (/ (* x x) (* y y))) (+ (/ t y) (/ x y)))
1.0ms	y	@	0	(/ (- (* (/ t y) (/ t y)) (/ (* x x) (* y y))) (+ (/ t y) (/ x y)))

rewrite536.0ms (3.9%)

Memory

-30.6MiB live, 426.8MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 636×	`lower-/.f32`
4 624×	`lower-/.f64`
4 384×	`lower-fma.f32`
4 378×	`lower-fma.f64`
3 698×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	220
0	62	185
1	271	147
2	2493	143
0	8619	141

Stop Event

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

Counts

22 → 783

Calls

Call 1

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

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

simplify528.0ms (3.9%)

Memory

-5.3MiB live, 906.3MiB allocated

Algorithm

1×	egg-herbie

Rules

13 516×	`lower-fma.f64`
13 516×	`lower-fma.f32`
5 888×	`lower-*.f64`
5 888×	`lower-*.f32`
4 452×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	715	12568
1	2345	10953
0	8821	10750

Stop Event

1×	iter limit
1×	node limit

Counts

720 → 711

Calls

Call 1

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

eval225.0ms (1.7%)

Memory: 36.7MiB live, 612.3MiB allocated
Compiler: Compiled 44 480 to 4 099 computations (90.8% saved)

prune225.0ms (1.7%)

Memory

26.5MiB live, 459.3MiB allocated

Pruning

40 alts after pruning (37 fresh and 3 done)

	Pruned	Kept	Total
New	1 646	18	1 664
Fresh	6	19	25
Picked	3	2	5
Done	0	1	1
Total	1 655	40	1 695

Accuracy

100.0%

Counts

1 695 → 40

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.1%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
	22.0%	(fma.f64 (/.f64 (/.f64 (.f64 (.f64 (fma.f64 x (+.f64 t x) (.f64 t t)) (-.f64 t x)) z) (fma.f64 x (+.f64 t x) (.f64 t t))) y) y x)
▶	47.7%	(fma.f64 (/.f64 (-.f64 t x) y) (*.f64 z y) x)
	22.0%	(fma.f64 (/.f64 (.f64 z (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y y))) (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x))) y x)
	48.0%	(fma.f64 (/.f64 (*.f64 z (neg.f64 x)) y) y x)
	55.2%	(fma.f64 (/.f64 (*.f64 z t) y) y x)
	59.7%	(fma.f64 (-.f64 t x) (.f64 (/.f64 #s(literal 1 binary64) y) (.f64 z y)) x)
	51.9%	(fma.f64 (*.f64 (/.f64 (-.f64 t x) y) y) z x)
	20.8%	(fma.f64 (.f64 (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y y)) (.f64 y z)) (/.f64 #s(literal 1 binary64) (*.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x))) x)
▶	70.6%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
	56.6%	(fma.f64 (*.f64 (-.f64 t x) (/.f64 z y)) y x)
	62.0%	(fma.f64 (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) y x)
✓	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	55.3%	(fma.f64 (.f64 x (.f64 (/.f64 z y) (+.f64 #s(literal -1 binary64) (/.f64 t x)))) y x)
	53.9%	(fma.f64 (neg.f64 x) (fma.f64 (neg.f64 t) (/.f64 z x) z) x)
	56.0%	(fma.f64 z (fma.f64 t (/.f64 (neg.f64 x) t) t) x)
	51.1%	(fma.f64 z (neg.f64 x) x)
	2.5%	(/.f64 (.f64 (.f64 z (.f64 x (.f64 x x))) #s(literal 1/3 binary64)) (*.f64 y y))
	18.7%	(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (/.f64 (.f64 y (.f64 z (-.f64 t x))) y)) (-.f64 (.f64 x x) (/.f64 (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 y (.f64 z (-.f64 t x)))) (*.f64 y y)))))
	48.1%	(+.f64 x (/.f64 (*.f64 z y) (/.f64 y (-.f64 t x))))
	66.1%	(+.f64 x (.f64 (.f64 y z) (fma.f64 (neg.f64 x) (/.f64 #s(literal 1 binary64) y) (tanh.f64 (/.f64 t y)))))
	13.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 (/.f64 (-.f64 (.f64 (.f64 t y) (.f64 t y)) (.f64 (.f64 y y) (.f64 x x))) (.f64 (.f64 y y) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	21.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (/.f64 (.f64 x x) (neg.f64 (.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	26.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (/.f64 (.f64 x x) (.f64 y y))) (+.f64 (.f64 (/.f64 #s(literal 1 binary64) y) t) (/.f64 x y)))))
	32.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (/.f64 t y) (/.f64 t y)) (.f64 x (*.f64 (/.f64 #s(literal 1 binary64) y) (/.f64 x y)))) (+.f64 (/.f64 t y) (/.f64 x y)))))
▶	32.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (+.f64 (/.f64 t y) (/.f64 x y)))))
	31.6%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))))
	16.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 x x) (fma.f64 t (/.f64 t (.f64 x (.f64 x (.f64 y y)))) (/.f64 #s(literal -1 binary64) (.f64 y y)))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	30.6%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 t (/.f64 t (.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	42.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (neg.f64 x) y)))
	50.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
	16.0%	(+.f64 x (.f64 (.f64 y z) (.f64 (/.f64 (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y y)) (fma.f64 t y (.f64 y x))) (*.f64 y y))))
	47.7%	(+.f64 x (.f64 (.f64 y z) (*.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x))))
	27.5%	(+.f64 x (.f64 (.f64 y z) (exp.f64 (*.f64 (log.f64 (/.f64 y (-.f64 t x))) #s(literal -1 binary64)))))
	57.7%	(+.f64 x (*.f64 z t))
	2.5%	(.f64 (/.f64 (.f64 z (.f64 x (.f64 x x))) (*.f64 y y)) #s(literal 1/3 binary64))
	11.4%	(.f64 (.f64 x (.f64 x x)) (-.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (.f64 x x))) (/.f64 z (.f64 x x))))
▶	28.7%	(*.f64 z (-.f64 t x))
✓	20.2%	(*.f64 z t)
▶	3.9%	(.f64 #s(literal 1/3 binary64) (/.f64 (/.f64 (.f64 z (.f64 x (.f64 x x))) y) y))

Compiler

Compiled 1 619 to 906 computations (44% saved)

simplify258.0ms (1.9%)

Memory

-31.9MiB live, 375.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	384	(.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y))
✓	cost-diff	704	(+.f64 (/.f64 t y) (/.f64 x y))
✓	cost-diff	1024	(.f64 (.f64 y z) (/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (+.f64 (/.f64 t y) (/.f64 x y))))
✓	cost-diff	2432	(/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (+.f64 (/.f64 t y) (/.f64 x y)))
✓	cost-diff	0	(.f64 z (.f64 x (*.f64 x x)))
✓	cost-diff	0	(/.f64 (.f64 z (.f64 x (*.f64 x x))) y)
✓	cost-diff	0	(.f64 #s(literal 1/3 binary64) (/.f64 (/.f64 (.f64 z (.f64 x (.f64 x x))) y) y))
✓	cost-diff	384	(/.f64 (/.f64 (.f64 z (.f64 x (*.f64 x x))) y) y)
✓	cost-diff	0	(*.f64 z y)
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(/.f64 (-.f64 t x) y)
✓	cost-diff	1024	(fma.f64 (/.f64 (-.f64 t x) y) (*.f64 z y) x)
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(*.f64 z (-.f64 t x))
✓	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
✓	cost-diff	704	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y)

Rules

4 938×	`lower-fma.f32`
4 934×	`lower-fma.f64`
3 888×	`lower-*.f32`
3 866×	`lower-*.f64`
2 234×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	261
0	60	198
1	136	192
2	356	192
3	1323	184
4	6310	182
0	8397	180

Stop Event

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

Calls

Call 1

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

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

localize126.0ms (0.9%)

Memory

11.5MiB live, 248.6MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.6%	(.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y))
✓	accuracy	96.3%	(+.f64 (/.f64 t y) (/.f64 x y))
✓	accuracy	74.2%	(.f64 (.f64 y z) (/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (+.f64 (/.f64 t y) (/.f64 x y))))
✓	accuracy	45.7%	(/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (+.f64 (/.f64 t y) (/.f64 x y)))
✓	accuracy	99.8%	(.f64 #s(literal 1/3 binary64) (/.f64 (/.f64 (.f64 z (.f64 x (.f64 x x))) y) y))
✓	accuracy	94.5%	(/.f64 (.f64 z (.f64 x (*.f64 x x))) y)
✓	accuracy	93.9%	(/.f64 (/.f64 (.f64 z (.f64 x (*.f64 x x))) y) y)
✓	accuracy	89.8%	(.f64 z (.f64 x (*.f64 x x)))
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(*.f64 z y)
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	76.8%	(fma.f64 (/.f64 (-.f64 t x) y) (*.f64 z y) x)
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(*.f64 z (-.f64 t x))
✓	accuracy	100.0%	(/.f64 t y)
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
✓	accuracy	83.2%	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y)

Samples

66.0ms

256×

valid

Compiler

Compiled 265 to 36 computations (86.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 43.0ms

ival-mult: 18.0ms (41.7% of total)

ival-div: 12.0ms (27.8% of total)

ival-add: 5.0ms (11.6% of total)

const: 4.0ms (9.3% of total)

ival-sub: 2.0ms (4.6% of total)

ival-tanh: 1.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

series41.0ms (0.3%)

Memory

-1.4MiB live, 77.6MiB allocated

Counts

18 → 624

Calls

Call 1

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

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

Calls

156 calls:

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

rewrite369.0ms (2.7%)

Memory

25.7MiB live, 583.3MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

6 516×	`lower-/.f32`
6 502×	`lower-/.f64`
3 466×	`lower-fma.f32`
3 462×	`lower-fma.f64`
3 440×	`lower-*.f32`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	31	170
0	58	146
1	232	126
2	2265	126
0	9021	126

Stop Event

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

Counts

18 → 1 153

Calls

Call 1

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

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

simplify508.0ms (3.7%)

Memory

-15.6MiB live, 688.4MiB allocated

Algorithm

1×	egg-herbie

Rules

12 618×	`lower-fma.f64`
12 618×	`lower-fma.f32`
5 276×	`lower-*.f64`
5 276×	`lower-*.f32`
4 032×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	766	8957
1	2590	7648
0	9039	7494

Stop Event

1×	iter limit
1×	node limit

Counts

624 → 619

Calls

Call 1

Inputs
(* -1 x)
(+ t (* -1 x))
(+ (* -1 x) (* t (+ 1 (* -1/3 (/ (pow t 2) (pow y 2))))))
(+ (* -1 x) (* t (+ 1 (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 4))) (* 1/3 (/ 1 (pow y 2))))))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))
(* -1 x)
(+ (* -1 x) (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* -1 x) (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* -1 x) (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(- t x)
(- (+ t (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y))) x)
(- (+ t (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y)))) (+ x (* 1/2 (/ (pow t 3) (pow y 2)))))
(- (+ t (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/6 (pow t 3)))))) (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (* 1/12 (pow t 4))))) (pow y 3))) (+ (* 1/2 (/ (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3)))) (pow y 2))) (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y))))) (+ x (+ (* -1/2 (/ (* t (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (* -1/2 (pow t 3)))) (pow y 3))) (+ (* 1/4 (/ (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2))) (pow y 3))) (* 1/2 (/ (pow t 3) (pow y 2)))))))
(* -1 (- (* -1 t) (* -1 x)))
(+ (* -1 (- (* -1 t) (* -1 x))) (* 1/2 (/ (+ (* -1 (pow t 2)) (pow t 2)) y)))
(+ (* -1 (- (* -1 t) (* -1 x))) (* -1 (/ (- (+ (* -1/2 (+ (* -1 (pow t 2)) (pow t 2))) (* 1/2 (/ (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))) y))) (* -1/2 (/ (pow t 3) y))) y)))
(+ (* -1 (- (* -1 t) (* -1 x))) (* -1 (/ (+ (* -1 (/ (- (+ (* -1 (- (* 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 (/ (+ (* -1/2 (* (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)))))))))) y))) (+ (* 1/4 (/ (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2))) y)) (* 1/2 (/ (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))) y)))) y)) (* -1/2 (+ (* -1 (pow t 2)) (pow t 2)))) y)))
(* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ (* -1 x) (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* -1 x) (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* -1 x) (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(* -1 x)
(* x (- (/ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x) 1))
(* x (- (/ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x) 1))
(* x (- (/ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x) 1))
(* -1 x)
(* -1 (* x (+ 1 (* -1 (/ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x)))))
(* -1 (* x (+ 1 (* -1 (/ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x)))))
(* -1 (* x (+ 1 (* -1 (/ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))) x)))))
(+ x (* -1 (* x z)))
(+ x (+ (* -1 (* x z)) (* t z)))
(+ x (+ (* -1 (* x z)) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))))
(+ x (+ (* -1 (* x z)) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4)))))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* -1 (* x z)))
(+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))
(+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))
(+ x (+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))))
(+ x (* z (- t x)))
(+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (* z (- t x))))
(+ x (+ (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y)) (+ (* z (- t x)) (/ (* z (- (* 1/2 (+ (* -1 (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/2 (pow t 3)) (* 1/3 (pow t 3))))) (* 1/2 (pow t 3)))) (pow y 2)))))
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(+ x (* -1 (* z (- (* -1 t) (* -1 x)))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* 1/2 (/ (* z (+ (* -1 (pow t 2)) (pow t 2))) y))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1/2 (* z (+ (* -1 (pow t 2)) (pow t 2)))) (/ (* z (- (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* -1/2 (pow t 3)))) y)) y))))
(+ x (+ (* -1 (* z (- (* -1 t) (* -1 x)))) (* -1 (/ (+ (* -1 (/ (+ (* -1 (* z (- (* 1/2 (+ (* -1/3 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))) (* -1/2 (pow t 3))))) (/ (* z (- (* 1/2 (+ (* -1/2 (* (pow t 2) (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))) (+ (* -1/6 (pow t 4)) (+ (* 1/12 (pow t 4)) (* t (+ (* -1/6 (pow t 3)) (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2))))))))))) (+ (* 1/4 (* (pow t 2) (+ (* -1 (pow t 2)) (pow t 2)))) (* 1/2 (* t (+ (* 1/2 (pow t 3)) (* t (+ (* -1 (pow t 2)) (* 1/2 (pow t 2)))))))))) y)) y)) (* -1/2 (* z (+ (* -1 (pow t 2)) (pow t 2))))) y))))
(* 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))) (* 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)))
(* 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))))
(* 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))))
(* 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 (* x (- z 1)))
(* -1 (* x (- (+ z (* -1 (/ (* 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 (* x (- (+ z (* -1 (/ (* 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 (* x (- (+ z (* -1 (/ (* 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)))
x
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(+ x (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))))
(* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y)))))
(* z (+ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y)))) (/ x z)))
(* z (+ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y)))) (/ x z)))
(* z (+ (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y)))) (/ 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)))))) (/ x y)))))
(* -1 (* z (+ (* -1 (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))) (* -1 (/ x z)))))
(* -1 (* z (+ (* -1 (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))) (* -1 (/ x z)))))
(* -1 (* z (+ (* -1 (* y (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y))))) (* -1 (/ x z)))))
(* -1 (/ x y))
(- (/ t y) (/ x y))
(- (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ x y))
(- (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ x y))
(- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ x y)))
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Outputs
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(*.f64 (-.f64 t x) z)
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(* x (- (+ (* -1 z) (+ (/ (* z (+ t (* -1 t))) x) (/ (* (pow t 2) z) (pow x 2)))) (+ (* -1 (/ (* t z) x)) (/ (* t (- (* z (+ t (* -1 t))) (* -1 (* t z)))) (pow x 2)))))
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(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(/ (* (+ t x) (- t x)) (pow y 2))
(/.f64 (.f64 (-.f64 t x) (+.f64 x t)) (.f64 y y))
(* -1 (/ (pow x 2) (pow y 2)))
(/.f64 (.f64 x x) (neg.f64 (.f64 y y)))
(+ (* -1 (/ (pow x 2) (pow y 2))) (* t (+ (* -1 (/ x (pow y 2))) (/ x (pow y 2)))))
(/.f64 (.f64 x x) (neg.f64 (.f64 y y)))
(+ (* -1 (/ (pow x 2) (pow y 2))) (* t (+ (* -1 (/ x (pow y 2))) (+ (/ t (pow y 2)) (/ x (pow y 2))))))
(-.f64 (.f64 t (+.f64 (/.f64 t (.f64 y y)) #s(literal 0 binary64))) (/.f64 (.f64 x x) (.f64 y y)))
(+ (* -1 (/ (pow x 2) (pow y 2))) (* t (+ (* -1 (/ x (pow y 2))) (+ (/ t (pow y 2)) (/ x (pow y 2))))))
(-.f64 (.f64 t (+.f64 (/.f64 t (.f64 y y)) #s(literal 0 binary64))) (/.f64 (.f64 x x) (.f64 y y)))
(/ (pow t 2) (pow y 2))
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(* (pow t 2) (+ (* -1 (/ x (* t (pow y 2)))) (+ (/ 1 (pow y 2)) (/ x (* t (pow y 2))))))
(.f64 (.f64 t t) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 x (.f64 t (.f64 y y)))) (/.f64 x (.f64 t (*.f64 y y)))))
(* (pow t 2) (+ (* -1 (/ x (* t (pow y 2)))) (+ (* -1 (/ (pow x 2) (* (pow t 2) (pow y 2)))) (+ (/ 1 (pow y 2)) (/ x (* t (pow y 2)))))))
(.f64 (.f64 t t) (-.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 x (.f64 t (.f64 y y)))) (/.f64 (.f64 x x) (.f64 t (.f64 t (.f64 y y))))) (/.f64 x (.f64 t (*.f64 y y)))))
(* (pow t 2) (+ (* -1 (/ x (* t (pow y 2)))) (+ (* -1 (/ (pow x 2) (* (pow t 2) (pow y 2)))) (+ (/ 1 (pow y 2)) (/ x (* t (pow y 2)))))))
(.f64 (.f64 t t) (-.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 x (.f64 t (.f64 y y)))) (/.f64 (.f64 x x) (.f64 t (.f64 t (.f64 y y))))) (/.f64 x (.f64 t (*.f64 y y)))))
(/ (pow t 2) (pow y 2))
(/.f64 (.f64 t t) (.f64 y y))
(* (pow t 2) (+ (* -1 (/ x (* t (pow y 2)))) (+ (/ 1 (pow y 2)) (/ x (* t (pow y 2))))))
(.f64 (.f64 t t) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 x (.f64 t (.f64 y y)))) (/.f64 x (.f64 t (*.f64 y y)))))
(* (pow t 2) (+ (* -1 (/ (+ (* -1 (+ (* -1 (/ x (pow y 2))) (/ x (pow y 2)))) (/ (pow x 2) (* t (pow y 2)))) t)) (/ 1 (pow y 2))))
(.f64 t (.f64 t (-.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 (+.f64 (/.f64 (.f64 x x) (.f64 t (.f64 y y))) #s(literal 0 binary64)) t))))
(* (pow t 2) (+ (* -1 (/ (+ (* -1 (+ (* -1 (/ x (pow y 2))) (/ x (pow y 2)))) (/ (pow x 2) (* t (pow y 2)))) t)) (/ 1 (pow y 2))))
(.f64 t (.f64 t (-.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 (+.f64 (/.f64 (.f64 x x) (.f64 t (.f64 y y))) #s(literal 0 binary64)) t))))
(/ (pow t 2) (pow y 2))
(/.f64 (.f64 t t) (.f64 y y))
(+ (* x (+ (* -1 (/ t (pow y 2))) (/ t (pow y 2)))) (/ (pow t 2) (pow y 2)))
(+.f64 (/.f64 (.f64 t t) (.f64 y y)) #s(literal 0 binary64))
(+ (* x (+ (* -1 (/ t (pow y 2))) (+ (* -1 (/ x (pow y 2))) (/ t (pow y 2))))) (/ (pow t 2) (pow y 2)))
(fma.f64 x (+.f64 (neg.f64 (/.f64 x (.f64 y y))) #s(literal 0 binary64)) (/.f64 (.f64 t t) (*.f64 y y)))
(+ (* x (+ (* -1 (/ t (pow y 2))) (+ (* -1 (/ x (pow y 2))) (/ t (pow y 2))))) (/ (pow t 2) (pow y 2)))
(fma.f64 x (+.f64 (neg.f64 (/.f64 x (.f64 y y))) #s(literal 0 binary64)) (/.f64 (.f64 t t) (*.f64 y y)))
(* -1 (/ (pow x 2) (pow y 2)))
(/.f64 (.f64 x x) (neg.f64 (.f64 y y)))
(* (pow x 2) (- (+ (* -1 (/ t (* x (pow y 2)))) (/ t (* x (pow y 2)))) (/ 1 (pow y 2))))
(.f64 (.f64 x x) (/.f64 #s(literal -1 binary64) (*.f64 y y)))
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(.f64 (.f64 x x) (+.f64 (+.f64 (/.f64 (.f64 t t) (.f64 x (.f64 x (.f64 y y)))) #s(literal 0 binary64)) (/.f64 #s(literal -1 binary64) (*.f64 y y))))
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(.f64 (.f64 x x) (+.f64 (+.f64 (/.f64 (.f64 t t) (.f64 x (.f64 x (.f64 y y)))) #s(literal 0 binary64)) (/.f64 #s(literal -1 binary64) (*.f64 y y))))
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(/.f64 (.f64 x x) (neg.f64 (.f64 y y)))
(* (pow x 2) (- (* -1 (/ (+ (* -1 (/ t (pow y 2))) (/ t (pow y 2))) x)) (/ 1 (pow y 2))))
(.f64 (.f64 x x) (+.f64 (/.f64 #s(literal 0 binary64) x) (/.f64 #s(literal -1 binary64) (*.f64 y y))))
(* (pow x 2) (- (* -1 (/ (+ (* -1 (/ t (pow y 2))) (+ (* -1 (/ (pow t 2) (* x (pow y 2)))) (/ t (pow y 2)))) x)) (/ 1 (pow y 2))))
(.f64 (.f64 x x) (+.f64 (/.f64 (+.f64 (/.f64 (.f64 t (neg.f64 t)) (.f64 x (.f64 y y))) #s(literal 0 binary64)) (neg.f64 x)) (/.f64 #s(literal -1 binary64) (.f64 y y))))
(* (pow x 2) (- (* -1 (/ (+ (* -1 (/ t (pow y 2))) (+ (* -1 (/ (pow t 2) (* x (pow y 2)))) (/ t (pow y 2)))) x)) (/ 1 (pow y 2))))
(.f64 (.f64 x x) (+.f64 (/.f64 (+.f64 (/.f64 (.f64 t (neg.f64 t)) (.f64 x (.f64 y y))) #s(literal 0 binary64)) (neg.f64 x)) (/.f64 #s(literal -1 binary64) (.f64 y y))))
(/ t y)
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(/ t y)
(/.f64 t y)
(/ t y)
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(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
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(/ t y)
(/.f64 t y)
(/ t y)
(/.f64 t y)
(/ t y)
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eval384.0ms (2.8%)

Memory: 54.9MiB live, 671.4MiB allocated
Compiler: Compiled 58 266 to 5 980 computations (89.7% saved)

prune722.0ms (5.3%)

Memory

-79.5MiB live, 753.0MiB allocated

Pruning

48 alts after pruning (42 fresh and 6 done)

	Pruned	Kept	Total
New	2 122	31	2 153
Fresh	21	11	32
Picked	2	3	5
Done	0	3	3
Total	2 145	48	2 193

Accuracy

100.0%

Counts

2 193 → 48

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	98.1%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
	23.9%	(fma.f64 (/.f64 (.f64 (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (fma.f64 t (.f64 t t) (.f64 x (.f64 x x)))) (fma.f64 x (-.f64 x t) (.f64 t t))) y) (*.f64 z y) x)
	48.0%	(fma.f64 (/.f64 (*.f64 z (neg.f64 x)) y) y x)
	42.2%	(fma.f64 (/.f64 (neg.f64 x) y) (*.f64 z y) x)
	50.0%	(fma.f64 (/.f64 t y) (*.f64 z y) x)
	59.7%	(fma.f64 (-.f64 t x) (/.f64 (*.f64 y z) y) x)
	70.6%	(fma.f64 (*.f64 (fma.f64 (neg.f64 x) (/.f64 #s(literal 1 binary64) y) (tanh.f64 (/.f64 t y))) y) z x)
	47.6%	(fma.f64 (.f64 (/.f64 (/.f64 (-.f64 t x) y) (/.f64 #s(literal 1 binary64) y)) (/.f64 (/.f64 (+.f64 t x) y) (+.f64 t x))) (.f64 z y) x)
	16.0%	(fma.f64 (.f64 (/.f64 (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y y)) (fma.f64 t y (.f64 y x))) (.f64 y y)) (.f64 z y) x)
	22.8%	(fma.f64 (.f64 (/.f64 (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y y)) (+.f64 t x)) y) (.f64 z y) x)
	45.7%	(fma.f64 (.f64 (/.f64 (-.f64 t x) y) (.f64 (/.f64 (+.f64 t x) y) (/.f64 y (+.f64 t x)))) (*.f64 z y) x)
	43.1%	(fma.f64 (*.f64 (/.f64 x (neg.f64 y)) y) z x)
	47.7%	(fma.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 t x)) (.f64 z y) x)
✓	70.6%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x)
	56.6%	(fma.f64 (*.f64 (-.f64 t x) (/.f64 z y)) y x)
	54.4%	(fma.f64 (.f64 (-.f64 t x) (.f64 y z)) (/.f64 #s(literal 1 binary64) y) x)
	62.0%	(fma.f64 (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) y x)
✓	98.0%	(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
	55.3%	(fma.f64 (.f64 x (.f64 (/.f64 z y) (+.f64 #s(literal -1 binary64) (/.f64 t x)))) y x)
	51.1%	(fma.f64 (neg.f64 x) z x)
	11.3%	(/.f64 (.f64 (.f64 (fma.f64 x (+.f64 t x) (.f64 t t)) (-.f64 t x)) z) (fma.f64 x (+.f64 t x) (.f64 t t)))
	2.5%	(/.f64 (.f64 (.f64 #s(literal 1/3 binary64) z) (.f64 x (.f64 x x))) (*.f64 y y))
	58.1%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 y (/.f64 (*.f64 z (-.f64 t x)) y) x)))
	48.9%	(+.f64 x (/.f64 (.f64 (-.f64 t x) (.f64 (+.f64 x t) z)) (*.f64 y (+.f64 (/.f64 t y) (/.f64 x y)))))
	48.1%	(+.f64 x (/.f64 (*.f64 z y) (/.f64 y (-.f64 t x))))
	22.8%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 t x) (/.f64 (.f64 (.f64 y z) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (.f64 y y))) (/.f64 #s(literal 1 binary64) y)))))
	54.4%	(+.f64 x (/.f64 #s(literal 1 binary64) (/.f64 y (.f64 (-.f64 t x) (.f64 y z)))))
	13.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 (/.f64 (-.f64 (.f64 (.f64 t y) (.f64 t y)) (.f64 (.f64 y y) (.f64 x x))) (.f64 (.f64 y y) (*.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	21.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (/.f64 (.f64 x x) (neg.f64 (.f64 y y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	28.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (/.f64 (.f64 t t) (.f64 y y)) (+.f64 (/.f64 t y) (/.f64 x y)))))
	31.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (-.f64 t x) (.f64 (/.f64 #s(literal 1 binary64) y) (/.f64 (+.f64 t x) y))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	18.8%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) #s(literal 1 binary64)) (*.f64 (-.f64 t x) y)))))
	15.8%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) y) (+.f64 t x)) (/.f64 (-.f64 t x) y)) (.f64 (/.f64 (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (*.f64 y y)) (-.f64 t x)) y))))
	31.6%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 (+.f64 t x) (-.f64 t x)) (/.f64 #s(literal 1 binary64) y)) (+.f64 t x))))
	16.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 (.f64 (.f64 x x) (fma.f64 t (/.f64 t (.f64 x (.f64 x (.f64 y y)))) (/.f64 #s(literal -1 binary64) (.f64 y y)))) (+.f64 (/.f64 t y) (/.f64 x y)))))
	57.7%	(+.f64 x (*.f64 z t))
	43.8%	(+.f64 x (.f64 x (-.f64 (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (neg.f64 z)) (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (/.f64 (.f64 t (neg.f64 z)) x)))))
	22.1%	(+.f64 x (.f64 t (+.f64 z (-.f64 (-.f64 (/.f64 (.f64 (fma.f64 x (.f64 x z) (.f64 x (.f64 x (neg.f64 z)))) x) (.f64 t (.f64 t t))) (/.f64 (.f64 x (.f64 x z)) (.f64 t t))) (.f64 x (+.f64 (/.f64 z t) (/.f64 (.f64 x (neg.f64 z)) (*.f64 t t))))))))
	32.6%	(+.f64 x (neg.f64 (.f64 t (-.f64 (neg.f64 z) (/.f64 (neg.f64 (fma.f64 x z (/.f64 (fma.f64 x (/.f64 (fma.f64 x (.f64 x (neg.f64 z)) (.f64 x (.f64 x z))) t) (fma.f64 x (.f64 x z) (.f64 x (*.f64 x (neg.f64 z))))) t))) t)))))
	11.4%	(.f64 (.f64 x (.f64 x x)) (-.f64 (fma.f64 (/.f64 z (.f64 y y)) #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (.f64 x x))) (/.f64 z (.f64 x x))))
	28.4%	(*.f64 z (fma.f64 t (/.f64 x (neg.f64 t)) t))
	28.6%	(*.f64 z (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 t x))))
✓	28.7%	(*.f64 z (-.f64 t x))
	11.6%	(*.f64 z (neg.f64 x))
✓	20.2%	(*.f64 z t)
	25.3%	(.f64 x (-.f64 (/.f64 (.f64 t z) x) z))
✓	3.9%	(.f64 #s(literal 1/3 binary64) (/.f64 (/.f64 (.f64 z (.f64 x (.f64 x x))) y) y))
	2.6%	(.f64 #s(literal 1/3 binary64) (/.f64 (.f64 x (.f64 x (.f64 x z))) (*.f64 y y)))

Compiler

Compiled 2 742 to 971 computations (64.6% saved)

regimes144.0ms (1.1%)

Memory

-15.8MiB live, 229.9MiB allocated

Counts

89 → 1

Calls

Call 1

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

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

Calls

5 calls:

34.0ms	y
28.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
27.0ms	t
27.0ms	x
24.0ms	z

Results

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

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes136.0ms (1%)

Memory

-15.7MiB live, 260.7MiB allocated

Counts

87 → 1

Calls

Call 1

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

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

Calls

5 calls:

27.0ms	t
27.0ms	x
26.0ms	z
26.0ms	y
25.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

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

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes193.0ms (1.4%)

Memory

38.5MiB live, 195.2MiB allocated

Counts

85 → 3

Calls

Call 1

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

Outputs

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

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

(+.f64 x (*.f64 z t))

Calls

5 calls:

79.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
35.0ms	z
26.0ms	y
25.0ms	x
23.0ms	t

Results

Accuracy	Segments	Branch
81.1%	3	`x`
75.7%	2	`y`
74.3%	3	`z`
78.4%	3	`t`
75.9%	2	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes128.0ms (0.9%)

Memory

-36.4MiB live, 247.1MiB allocated

Counts

78 → 2

Calls

Call 1

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

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

Calls

5 calls:

25.0ms	t
24.0ms	x
23.0ms	z
23.0ms	y
23.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
69.8%	3	`z`
68.6%	2	`y`
67.4%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
67.8%	3	`t`
66.5%	3	`x`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes52.0ms (0.4%)

Memory

9.5MiB live, 121.9MiB allocated

Counts

77 → 2

Calls

Call 1

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

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

Calls

2 calls:

24.0ms	z
23.0ms	y

Results

Accuracy	Segments	Branch
65.5%	3	`z`
66.5%	2	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes17.0ms (0.1%)

Memory

-3.1MiB live, 42.2MiB allocated

Counts

6 → 3

Calls

Call 1

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

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

Calls

5 calls:

6.0ms	z
3.0ms	y
3.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
3.0ms	t
3.0ms	x

Results

Accuracy	Segments	Branch
65.3%	3	`z`
62.1%	2	`x`
66.0%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
62.7%	3	`t`
60.0%	2	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes7.0ms (0.1%)

Memory

18.3MiB live, 18.3MiB allocated

Counts

4 → 3

Calls

Call 1

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
62.5%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
57.7%	1	`x`
62.8%	3	`z`

Compiler

Compiled 29 to 20 computations (31% saved)

regimes11.0ms (0.1%)

Memory

-7.2MiB live, 31.4MiB allocated

Counts

3 → 1

Calls

Call 1

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

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

Calls

5 calls:

3.0ms	t
2.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	y
2.0ms	z
2.0ms	x

Results

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

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes8.0ms (0.1%)

Memory

18.5MiB live, 18.5MiB allocated

Counts

2 → 3

Calls

Call 1

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

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

Calls

5 calls:

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

Results

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

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes59.0ms (0.4%)

Memory

-25.1MiB live, 14.3MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
(*.f64 z t)

Outputs
(*.f64 z t)

Calls

3 calls:

56.0ms	x
1.0ms	z
1.0ms	t

Results

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

Compiler

Compiled 15 to 12 computations (20% saved)

bsearch49.0ms (0.4%)

Memory

9.6MiB live, 48.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
32.0ms	4.4881297902558636e+106	1.4785116164278217e+130
14.0ms	-2.8959328267892637e+62	-3.318678308344594e+58

Samples

34.0ms	301×	0	valid
0.0ms	3×	1	valid

Compiler

Compiled 762 to 433 computations (43.2% saved)

Precisions

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

ival-add: 15.0ms (55.4% of total)

ival-div: 4.0ms (14.8% of total)

ival-mult: 4.0ms (14.8% of total)

ival-tanh: 3.0ms (11.1% of total)

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

adjust: 0.0ms (0% of total)

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

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

bsearch19.0ms (0.1%)

Memory

-12.9MiB live, 27.8MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
17.0ms	1.5878170016790165e-69	5.25935885347089e-67

Samples

11.0ms	122×	0	valid
1.0ms	6×	1	valid

Compiler

Compiled 246 to 163 computations (33.7% saved)

Precisions

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

ival-sub: 3.0ms (34.2% of total)

ival-div: 2.0ms (22.8% of total)

ival-mult: 2.0ms (22.8% of total)

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

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

adjust: 0.0ms (0% of total)

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

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

bsearch11.0ms (0.1%)

Memory

19.4MiB live, 19.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
9.0ms	1.5878170016790165e-69	5.25935885347089e-67

Samples

5.0ms	76×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 190 to 131 computations (31.1% saved)

Precisions

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

ival-div: 1.0ms (25.3% of total)

ival-mult: 1.0ms (25.3% of total)

ival-tanh: 1.0ms (25.3% of total)

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

adjust: 0.0ms (0% of total)

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

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

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

bsearch31.0ms (0.2%)

Memory

16.7MiB live, 54.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
12.0ms	6081.465964457305	365431.3034466655
16.0ms	-9.918627041072028e-9	-1.899546964245491e-17

Samples

19.0ms

256×

valid

Compiler

Compiled 342 to 243 computations (28.9% saved)

Precisions

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

ival-div: 5.0ms (39.8% of total)

ival-mult: 3.0ms (23.9% of total)

ival-tanh: 2.0ms (15.9% of total)

ival-sub: 1.0ms (8% of total)

ival-add: 1.0ms (8% of total)

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

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

bsearch58.0ms (0.4%)

Memory

-28.4MiB live, 48.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
37.0ms	6081.465964457305	365431.3034466655
18.0ms	-1.9540301908010747e+44	-1.2510662548106662e+32

Samples

18.0ms	254×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 362 to 257 computations (29% saved)

Precisions

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

ival-div: 3.0ms (26.5% of total)

ival-mult: 3.0ms (26.5% of total)

ival-tanh: 2.0ms (17.7% of total)

ival-add: 1.0ms (8.8% of total)

ival-sub: 1.0ms (8.8% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch44.0ms (0.3%)

Memory

-11.2MiB live, 82.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
23.0ms	2.524389167905596e-135	1.3211749586245526e-107
17.0ms	-7.456635101908681e-151	-1.3149572145173236e-167

Samples

26.0ms	332×	0	valid
1.0ms	4×	1	valid

Compiler

Compiled 379 to 292 computations (23% saved)

Precisions

Click to see histograms. Total time spent on operations: 15.0ms

ival-div: 4.0ms (26.2% of total)

ival-mult: 4.0ms (26.2% of total)

ival-tanh: 3.0ms (19.7% of total)

ival-add: 2.0ms (13.1% of total)

ival-sub: 2.0ms (13.1% of total)

adjust: 0.0ms (0% of total)

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

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

simplify11.0ms (0.1%)

Memory

21.8MiB live, 21.8MiB allocated

Algorithm

1×	egg-herbie

Rules

46×	`*-commutative_binary64`
36×	`+-commutative_binary64`
32×	`sub-neg_binary64`
22×	`neg-sub0_binary64`
22×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	196
1	103	196
2	138	196
3	161	196
4	172	196
5	175	196

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(if (<=.f64 x #s(literal -780000000000000042588707862310427877083086351936430199013376 binary64)) (+.f64 x (.f64 x (-.f64 (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (neg.f64 z)) (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (/.f64 (.f64 t (neg.f64 z)) x))))) (if (<=.f64 x #s(literal 819999999999999985418087166375162225243647306505003308448593989788128245232967096552875529738139866800574437523456 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x) (+.f64 x (.f64 z t))))
(if (<=.f64 y #s(literal 1942668892225729/60708402882054033466233184588234965832575213720379360039119137804340758912662765568 binary64)) (fma.f64 z (neg.f64 x) x) (fma.f64 (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) y x))
(if (<=.f64 y #s(literal 4553130216154053/60708402882054033466233184588234965832575213720379360039119137804340758912662765568 binary64)) (fma.f64 z (neg.f64 x) x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 z #s(literal -2030995376952577/4835703278458516698824704 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 z #s(literal 6800 binary64)) (fma.f64 z (neg.f64 x) x) (.f64 z (-.f64 t x))))
(if (<=.f64 z #s(literal -2650000000000000119793386670631419904 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 z #s(literal 360000 binary64)) (+.f64 x (.f64 z t)) (*.f64 z (-.f64 t x))))
(*.f64 z (-.f64 t x))
(if (<=.f64 t #s(literal -7597989933253771/126633165554229521438977290762059361297987250739820462036000284719563379254544315991201997343356439034674007770120263341747898897565056619503383631412169301973302667340133957632 binary64)) (.f64 z t) (if (<=.f64 t #s(literal 1004781852466247/744282853678701455922507579277316643178128753343813693728245963960974631028119473486019635930893891134220822124816566203939432067701407744 binary64)) (.f64 z (neg.f64 x)) (*.f64 z t)))
(*.f64 z t)

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z))) y x)
(fma.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y x)
(if (<=.f64 x #s(literal -780000000000000042588707862310427877083086351936430199013376 binary64)) (+.f64 x (.f64 x (-.f64 (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (neg.f64 z)) (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (/.f64 (.f64 t (neg.f64 z)) x))))) (if (<=.f64 x #s(literal 819999999999999985418087166375162225243647306505003308448593989788128245232967096552875529738139866800574437523456 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) y) z x) (+.f64 x (.f64 z t))))
(if (<=.f64 x #s(literal -780000000000000042588707862310427877083086351936430199013376 binary64)) (+.f64 x (.f64 x (-.f64 (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (neg.f64 z)) (fma.f64 t (.f64 t (/.f64 z (.f64 x x))) (/.f64 (.f64 t (neg.f64 z)) x))))) (if (<=.f64 x #s(literal 819999999999999985418087166375162225243647306505003308448593989788128245232967096552875529738139866800574437523456 binary64)) (fma.f64 (.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) z x) (+.f64 x (.f64 t z))))
(if (<=.f64 y #s(literal 1942668892225729/60708402882054033466233184588234965832575213720379360039119137804340758912662765568 binary64)) (fma.f64 z (neg.f64 x) x) (fma.f64 (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) y x))
(if (<=.f64 y #s(literal 4553130216154053/60708402882054033466233184588234965832575213720379360039119137804340758912662765568 binary64)) (fma.f64 z (neg.f64 x) x) (fma.f64 z (-.f64 t x) x))
(if (<=.f64 z #s(literal -2030995376952577/4835703278458516698824704 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 z #s(literal 6800 binary64)) (fma.f64 z (neg.f64 x) x) (.f64 z (-.f64 t x))))
(if (<=.f64 z #s(literal -2650000000000000119793386670631419904 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 z #s(literal 360000 binary64)) (+.f64 x (.f64 z t)) (*.f64 z (-.f64 t x))))
(if (<=.f64 z #s(literal -2650000000000000119793386670631419904 binary64)) (.f64 z (-.f64 t x)) (if (<=.f64 z #s(literal 360000 binary64)) (+.f64 x (.f64 t z)) (*.f64 z (-.f64 t x))))
(*.f64 z (-.f64 t x))
(if (<=.f64 t #s(literal -7597989933253771/126633165554229521438977290762059361297987250739820462036000284719563379254544315991201997343356439034674007770120263341747898897565056619503383631412169301973302667340133957632 binary64)) (.f64 z t) (if (<=.f64 t #s(literal 1004781852466247/744282853678701455922507579277316643178128753343813693728245963960974631028119473486019635930893891134220822124816566203939432067701407744 binary64)) (.f64 z (neg.f64 x)) (*.f64 z t)))
(if (<=.f64 t #s(literal -7597989933253771/126633165554229521438977290762059361297987250739820462036000284719563379254544315991201997343356439034674007770120263341747898897565056619503383631412169301973302667340133957632 binary64)) (.f64 t z) (if (<=.f64 t #s(literal 1004781852466247/744282853678701455922507579277316643178128753343813693728245963960974631028119473486019635930893891134220822124816566203939432067701407744 binary64)) (.f64 z (neg.f64 x)) (*.f64 t z)))
(*.f64 z t)
(*.f64 t z)

soundness1.2s (9%)

Memory

-14.6MiB live, 1 107.3MiB allocated

Rules

12 618×	`lower-fma.f64`
12 618×	`lower-fma.f32`
11 874×	`lower-fma.f64`
11 874×	`lower-fma.f32`
10 022×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	228
0	69	207
1	313	207
2	3060	207
0	8644	198
0	908	19108
1	3037	17164
0	8393	16615
0	766	8957
1	2590	7648
0	9039	7494
0	32	220
0	62	185
1	271	147
2	2493	143
0	8619	141
0	447	9354
1	1515	7627
2	6277	7212
0	9374	7079
0	12	44
0	20	44
1	99	44
2	871	44
0	8208	43

Stop Event

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

Compiler

Compiled 638 to 336 computations (47.3% saved)

preprocess343.0ms (2.5%)

Memory: -3.1MiB live, 74.6MiB allocated
Remove: (abs y)
Compiler: Compiled 596 to 258 computations (56.7% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze69.0ms (0.5%)

sample1.3s (9.7%)

preprocess402.0ms (3%)

explain162.0ms (1.2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify427.0ms (3.1%)

localize379.0ms (2.8%)

series90.0ms (0.7%)

rewrite311.0ms (2.3%)

simplify944.0ms (7%)

eval63.0ms (0.5%)

prune64.0ms (0.5%)

simplify335.0ms (2.5%)

localize217.0ms (1.6%)

series75.0ms (0.6%)

rewrite354.0ms (2.6%)

simplify575.0ms (4.2%)

eval208.0ms (1.5%)

prune215.0ms (1.6%)

simplify483.0ms (3.6%)

localize280.0ms (2.1%)

series149.0ms (1.1%)

rewrite536.0ms (3.9%)

simplify528.0ms (3.9%)

eval225.0ms (1.7%)

prune225.0ms (1.7%)

simplify258.0ms (1.9%)

localize126.0ms (0.9%)

series41.0ms (0.3%)

rewrite369.0ms (2.7%)

simplify508.0ms (3.7%)

eval384.0ms (2.8%)

prune722.0ms (5.3%)

regimes144.0ms (1.1%)

regimes136.0ms (1%)

regimes193.0ms (1.4%)

regimes128.0ms (0.9%)

regimes52.0ms (0.4%)

regimes17.0ms (0.1%)

regimes7.0ms (0.1%)

regimes11.0ms (0.1%)

regimes8.0ms (0.1%)

regimes59.0ms (0.4%)

bsearch49.0ms (0.4%)

bsearch19.0ms (0.1%)

bsearch11.0ms (0.1%)

bsearch31.0ms (0.2%)

bsearch58.0ms (0.4%)

bsearch44.0ms (0.3%)

simplify11.0ms (0.1%)

soundness1.2s (9%)

preprocess343.0ms (2.5%)

end0.0ms (0%)

Profiling