Metrics for SynthBasics:moogVCF from YampaSynth-0.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze96.0ms (1%)

Memory

12.5MiB live, 152.9MiB allocated; 41ms collecting garbage

Algorithm

1×

Search

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

sample1.1s (12.4%)

Memory

10.1MiB live, 1 182.9MiB allocated; 177ms collecting garbage

Samples

764.0ms	8 004×	0	valid
43.0ms	252×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 562.0ms

ival-mult: 220.0ms (39.1% of total)

ival-div: 129.0ms (22.9% of total)

ival-tanh: 116.0ms (20.6% of total)

ival-add: 41.0ms (7.3% of total)

ival-sub: 36.0ms (6.4% of total)

adjust: 10.0ms (1.8% of total)

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

ival-assert: 3.0ms (0.5% of total)

Bogosity

explain247.0ms (2.7%)

Memory

-42.7MiB live, 179.0MiB allocated; 119ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
25	-	-	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`
2	-	-	`(-.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 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**	15	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	4	0
↳	`(*.f64 y z)`	overflow	31
↳	`(/.f64 t y)`	underflow	29
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	52
↳	`(tanh.f64 (/.f64 x y))`	underflow	25
↳	`(/.f64 x y)`	underflow	25
↳	`(tanh.f64 (/.f64 t y))`	underflow	29
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	3	0
`-.f64`	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	cancellation	1	0

Confusion

	Predicted +	Predicted -
+	23	3
-	0	230

Precision

1.0

Recall

0.8846153846153846

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	23	0	3
-	0	0	230

Precision?

1.0

Recall?

0.8846153846153846

Freqs

test

number	freq
0	233
1	23

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

37.0ms	426×	0	valid
16.0ms	62×	2	valid
4.0ms	20×	1	valid
1.0ms	4×	3	valid

Compiler

Compiled 135 to 40 computations (70.4% saved)

Precisions

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

ival-div: 10.0ms (28.5% of total)

ival-mult: 8.0ms (22.8% of total)

ival-tanh: 6.0ms (17.1% of total)

adjust: 5.0ms (14.2% of total)

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

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

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

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

preprocess182.0ms (2%)

Memory

40.6MiB live, 183.0MiB allocated; 22ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	76	228
1	392	223
2	1066	222
3	2734	222
4	7935	222
0	12	15
0	20	15
1	63	15
2	167	15
3	392	15
4	1315	15
5	7128	15
0	8506	14

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 15 to 12 computations (20% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	90.5%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 15 to 12 computations (20% saved)

simplify143.0ms (1.5%)

Memory

-1.4MiB live, 232.9MiB allocated; 20ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	58
0	20	58
1	63	58
2	167	58
3	392	58
4	1315	58
5	7128	58
0	8506	57

Stop Event

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

Calls

Call 1

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

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

localize67.0ms (0.7%)

Memory

-25.1MiB live, 21.1MiB allocated; 3ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	0.01171875	(tanh.f64 (/.f64 t y))
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	6.022564903220896	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Samples

18.0ms	213×	0	valid
8.0ms	31×	2	valid
2.0ms	10×	1	valid
1.0ms	2×	3	valid

Compiler

Compiled 60 to 14 computations (76.7% saved)

Precisions

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

ival-div: 5.0ms (28.8% of total)

ival-mult: 4.0ms (23.1% of total)

ival-tanh: 3.0ms (17.3% of total)

adjust: 2.0ms (11.5% of total)

ival-sub: 1.0ms (5.8% of total)

ival-add: 1.0ms (5.8% of total)

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

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

series71.0ms (0.8%)

Memory

1.4MiB live, 57.7MiB allocated; 6ms collecting garbage

Counts

6 → 78

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
17.0ms	z	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (tanh (/ x y)))
10.0ms	z	@	0	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (tanh (/ x y)))
7.0ms	y	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (tanh (/ x y)))
7.0ms	y	@	-inf	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (tanh (/ x y)))
5.0ms	y	@	0	((+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (tanh (/ x y)))

simplify192.0ms (2.1%)

Memory

4.0MiB live, 137.8MiB allocated; 13ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	495	4459
1	1796	2917
0	9485	2762

Stop Event

1×	iter limit
1×	node limit

Counts

78 → 77

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

rewrite207.0ms (2.2%)

Memory

4.1MiB live, 193.7MiB allocated; 28ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	48
0	20	48
1	93	48
2	780	48
0	8262	47

Stop Event

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

Counts

6 → 163

Calls

Call 1

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

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

eval58.0ms (0.6%)

Memory: 1.5MiB live, 56.7MiB allocated; 5ms collecting garbage
Compiler: Compiled 12 528 to 1 415 computations (88.7% saved)

prune11.0ms (0.1%)

Memory

-20.6MiB live, 25.2MiB allocated; 3ms collecting garbage

Pruning

9 alts after pruning (9 fresh and 0 done)

	Pruned	Kept	Total
New	227	9	236
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	228	9	237

Accuracy

99.6%

Counts

237 → 9

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	46.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))))))
▶	64.9%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))))
	63.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (expm1.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))))))
▶	40.9%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
	60.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
▶	61.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	42.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
▶	57.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))

Compiler

Compiled 456 to 296 computations (35.1% saved)

simplify117.0ms (1.3%)

Memory

23.3MiB live, 167.5MiB allocated; 16ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))))
cost-diff	13	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y))))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
cost-diff	2	(*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y))))
cost-diff	5	(/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))
cost-diff	0	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
cost-diff	0	(-.f64 t x)
cost-diff	0	(fma.f64 (-.f64 t x) z x)
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
cost-diff	0	(tanh.f64 (/.f64 t y))
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
cost-diff	0	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
cost-diff	0	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	400
0	74	322
1	158	322
2	364	322
3	1059	320
4	4212	312
0	8219	311

Stop Event

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

Calls

Call 1

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

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

localize308.0ms (3.3%)

Memory

0.2MiB live, 374.3MiB allocated; 155ms collecting garbage

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.045469706782118535	(pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
accuracy	5.272569031308454	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
accuracy	21.957488818035486	(-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))
accuracy	0.03250753162065376	(cosh.f64 (/.f64 x y))
accuracy	0.2500027510508252	(/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))
accuracy	5.272569031308454	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y))))))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	0.30344149762103617	(-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	5.272569031308454	(.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))))
accuracy	10.875764423429452	#s(approx (tanh (/ t y)) (/.f64 t y))
accuracy	0.0	(fma.f64 (-.f64 t x) z x)
accuracy	0.0	(-.f64 t x)
accuracy	9.385483569497364	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
accuracy	1.0358409417728516	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
accuracy	1.0461057483550953	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)

Samples

131.0ms	109×	1	valid
63.0ms	15×	2	valid
36.0ms	129×	0	exit
1.0ms	3×	0	valid

Compiler

Compiled 381 to 37 computations (90.3% saved)

Precisions

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

adjust: 75.0ms (38.4% of total)

ival-exp: 24.0ms (12.3% of total)

ival-sinh: 23.0ms (11.8% of total)

ival-pow: 18.0ms (9.2% of total)

ival-mult: 17.0ms (8.7% of total)

ival-div: 11.0ms (5.6% of total)

ival-add: 10.0ms (5.1% of total)

ival-sub: 8.0ms (4.1% of total)

ival-tanh: 4.0ms (2% of total)

ival-cosh: 4.0ms (2% of total)

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

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

exact: 0.0ms (0% of total)

series196.0ms (2.1%)

Memory

34.2MiB live, 272.1MiB allocated; 33ms collecting garbage

Counts

25 → 225

Calls

Call 1

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

Outputs
(* 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))))))))))
(* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ (* -1 (/ (* x z) y)) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ (* -1 (/ z y)) (* 1/3 (/ (* (pow x 2) z) (pow y 3))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ (* -1 (/ z y)) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 5))) (* 1/3 (/ z (pow y 3))))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(- (/ (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)))))))
(- (+ (* 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)))))))
(- (+ (* 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)))))))
(* t z)
(+ (* t z) (* x (+ 1 (* -1 z))))
t
(+ t (* -1 x))
(+ (* -1 (* x z)) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
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(* -1 (/ (- (* 2 (/ (pow x 2) y)) (* 2 x)) y))
(* -1 (/ (- (* -1 (/ (- (* 4/3 (/ (pow x 3) y)) (* 2 (pow x 2))) y)) (* 2 x)) y))
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(* -1 (/ (+ x (+ (* -1 t) (* -1 (/ (- (+ (* -1 (/ (- (+ (* -1 (* x (+ (* -1/2 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1 (/ (- (+ (* -1 (* x (+ (* -1 (* x (+ (* -1/2 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/2 (pow x 3)) (* 1/3 (pow x 3)))))) (+ (* -1 (* (pow x 2) (+ (* -1/2 (pow x 2)) (* 1/2 (pow x 2))))) (+ (* -1/3 (pow x 4)) (+ (* 1/3 (pow x 4)) (* 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))))))) (+ (* 2/3 (* (pow x 3) (- x (* 1/2 x)))) (+ (* x (- (* 2/3 (pow x 3)) (+ (* 1/3 (pow x 3)) (+ (* x (- (pow x 2) (+ (* 1/2 (pow x 2)) (* x (- x (* 1/2 x)))))) (* (pow x 2) (- x (* 1/2 x))))))) (* (pow x 2) (- (pow x 2) (+ (* 1/2 (pow x 2)) (* x (- x (* 1/2 x))))))))))) 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))))))) (* 2/3 (pow x 3)))))) (+ (* -1/2 (pow t 3)) (+ (* x (- (pow x 2) (+ (* 1/2 (pow x 2)) (* x (- x (* 1/2 x)))))) (* (pow x 2) (- x (* 1/2 x)))))) y)) (+ (* -1/2 (pow x 2)) (+ (* 1/2 (+ (* -1 (pow t 2)) (pow t 2))) (pow x 2)))) (* x (- x (* 1/2 x)))) y)))) y))
(+ 1 (* -1 (/ (+ (* -2 (/ (pow x 2) y)) (* 2 x)) y)))
(+ 1 (* -1 (/ (+ (* -1 (/ (+ (* -4/3 (/ (pow x 3) y)) (* 2 (pow x 2))) y)) (* 2 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 (- (+ t (/ x z)) x))
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(+ 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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(+ (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (* t z) y))
(+ (* t (+ (* -1/3 (/ (* (pow t 2) z) (pow y 3))) (/ z y))) (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t (+ (* (pow t 2) (+ (* -1/3 (/ z (pow y 3))) (* 2/15 (/ (* (pow t 2) z) (pow y 5))))) (/ z y))) (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
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(- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y)))
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(+ x (* -1 (* x z)))
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(- t x)
(* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
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(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))))
(* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))
(+ (* t z) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (/ t y) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(* t (+ z (+ (* -1 (/ (* x z) t)) (/ x t))))
(* t (+ 1 (* -1 (/ x t))))
(* -1 (* t (+ (* -1 z) (* -1 (/ (+ x (* -1 (* x z))) t)))))
(* -1 (* t (- (/ x t) 1)))

Calls

12 calls:

Time	Variable		Point	Expression
54.0ms	z	@	0	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (sinh (/ x y)) (cosh (/ x y))) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))))) (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))))) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (tanh (/ x y)) (tanh (/ t y)) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))) (cosh (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (pow (exp -2) (/ x y)))
22.0ms	x	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (sinh (/ x y)) (cosh (/ x y))) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))))) (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))))) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (tanh (/ x y)) (tanh (/ t y)) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))) (cosh (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (pow (exp -2) (/ x y)))
16.0ms	y	@	-inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (sinh (/ x y)) (cosh (/ x y))) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))))) (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))))) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (tanh (/ x y)) (tanh (/ t y)) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))) (cosh (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (pow (exp -2) (/ x y)))
16.0ms	y	@	inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (sinh (/ x y)) (cosh (/ x y))) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))))) (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))))) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (tanh (/ x y)) (tanh (/ t y)) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))) (cosh (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (pow (exp -2) (/ x y)))
16.0ms	t	@	inf	((+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (tanh (/ t y)) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (- t x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (* y z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (sinh (/ x y)) (cosh (/ x y))) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))) (+ x (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))))) (* (* y z) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y)))))) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (tanh (/ x y)) (tanh (/ t y)) (- (tanh (/ t y)) (* 1 (/ (sinh (/ x y)) (cosh (/ x y))))) (cosh (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (pow (exp -2) (/ x y)))

simplify286.0ms (3.1%)

Memory

13.3MiB live, 279.5MiB allocated; 38ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1297	13496
1	4664	12809
0	9017	12099

Stop Event

1×	iter limit
1×	node limit

Counts

225 → 223

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

rewrite254.0ms (2.7%)

Memory

-3.5MiB live, 301.7MiB allocated; 59ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	322
0	74	244
1	327	234
2	2407	234
0	8241	233

Stop Event

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

Counts

25 → 803

Calls

Call 1

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

Outputs
(/.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (-.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))) (.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))))))
(/.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x))) (-.f64 (.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x))) (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x)))) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x))) (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (.f64 x x)))))))
(/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (fma.f64 x x (-.f64 (.f64 (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (.f64 x (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 (neg.f64 y) z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (+.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x (.f64 (*.f64 (neg.f64 y) z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))))
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(-.f64 (/.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (cosh.f64 (/.f64 x y))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (cosh.f64 (/.f64 x y)))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (sinh.f64 (/.f64 x y))) (*.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (cosh.f64 (/.f64 x y)))))
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(-.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))))
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(-.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))))
(-.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
(-.f64 (/.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))) (*.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))))
(-.f64 (/.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
(-.f64 (/.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))))
(-.f64 (/.f64 (.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (/.f64 (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) (*.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
(-.f64 (/.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))) (/.f64 (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))))
(-.f64 (/.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (/.f64 (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)))) (.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
(-.f64 (/.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))) (/.f64 (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))))
(-.f64 (/.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) (/.f64 (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) (.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))))
(-.f64 (/.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))) (/.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
(-.f64 (/.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))) (/.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)))))
(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
(+.f64 (/.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (+.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)) (.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))))) (/.f64 (pow.f64 (neg.f64 (tanh.f64 (/.f64 x y))) #s(literal 3 binary64)) (+.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)) (.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))))))
(+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)) #s(literal -1 binary64))) (/.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(+.f64 (/.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))) (/.f64 (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 x y))) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y)))))
(+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y)))
(+.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))
(*.f64 (neg.f64 (neg.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))) (neg.f64 (neg.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))))
(.f64 (fabs.f64 (.f64 #s(literal 1 binary64) (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))) (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))
(.f64 (.f64 #s(literal 1 binary64) (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))
(*.f64 (neg.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) (neg.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))))
(.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (fabs.f64 (.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) #s(literal 1 binary64))))
(.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) #s(literal 1 binary64)))
(*.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))
(*.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))
(pow.f64 (neg.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) #s(literal 2 binary64))
(pow.f64 (exp.f64 #s(literal -4 binary64)) (/.f64 (/.f64 x y) #s(literal 2 binary64)))
(pow.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) #s(literal 2 binary64))
(pow.f64 (exp.f64 (/.f64 x y)) #s(literal -2 binary64))
(pow.f64 (exp.f64 #s(literal -2 binary64)) (*.f64 (/.f64 (/.f64 x y) #s(literal 2 binary64)) #s(literal 2 binary64)))
(pow.f64 (exp.f64 #s(literal -2 binary64)) (*.f64 #s(literal 2 binary64) (/.f64 (/.f64 x y) #s(literal 2 binary64))))
(pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y)) #s(literal 2 binary64)))
(pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))
(/.f64 (+.f64 (pow.f64 (cosh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 3 binary64)) (pow.f64 (sinh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) #s(literal 3 binary64))) (fma.f64 (cosh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (cosh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (-.f64 (.f64 (sinh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (sinh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y)))) (.f64 (cosh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (sinh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y)))))))
(/.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 (neg.f64 x) y)))
(sqrt.f64 (pow.f64 (exp.f64 #s(literal -4 binary64)) (/.f64 x y)))
(fabs.f64 (neg.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))))
(fabs.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))
(exp.f64 (fma.f64 #s(literal -2 binary64) (/.f64 (/.f64 x y) #s(literal 2 binary64)) (*.f64 #s(literal -2 binary64) (/.f64 (/.f64 x y) #s(literal 2 binary64)))))
(exp.f64 (.f64 (.f64 #s(literal -2 binary64) (/.f64 (/.f64 x y) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (*.f64 (log.f64 (exp.f64 #s(literal -4 binary64))) (/.f64 (/.f64 x y) #s(literal 2 binary64))))
(exp.f64 (*.f64 (log.f64 (sqrt.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))) #s(literal 2 binary64)))
(exp.f64 (.f64 #s(literal -2 binary64) (.f64 #s(literal 2 binary64) (/.f64 (/.f64 x y) #s(literal 2 binary64)))))
(exp.f64 (.f64 #s(literal -2 binary64) (/.f64 (.f64 #s(literal 2 binary64) (/.f64 x y)) #s(literal 2 binary64))))
(exp.f64 (*.f64 #s(literal -2 binary64) (/.f64 x y)))
(+.f64 (cosh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))) (sinh.f64 (.f64 #s(literal -2 binary64) (/.f64 x y))))

eval119.0ms (1.3%)

Memory: -9.7MiB live, 179.5MiB allocated; 21ms collecting garbage
Compiler: Compiled 38 645 to 3 880 computations (90% saved)

prune32.0ms (0.3%)

Memory

1.9MiB live, 47.0MiB allocated; 7ms collecting garbage

Pruning

19 alts after pruning (17 fresh and 2 done)

	Pruned	Kept	Total
New	685	14	699
Fresh	1	3	4
Picked	3	2	5
Done	0	0	0
Total	689	19	708

Accuracy

99.7%

Counts

708 → 19

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.4%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
	61.6%	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
✓	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	61.0%	(fma.f64 (*.f64 (+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)) #s(literal -1 binary64))) (/.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z) y x)
	47.4%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
	58.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (/.f64 (.f64 #s(literal -2 binary64) (-.f64 (/.f64 (.f64 x x) y) x)) y) #s(literal -1 binary64) #s(literal 1 binary64))) #s(literal 1 binary64))))))
▶	58.4%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
	63.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (expm1.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))))))
	60.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
	28.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
▶	31.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x))) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y))) y))))
	42.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
	41.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
✓	57.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	51.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) z x))
	56.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) x)) z x))
	54.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
▶	51.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x)))
▶	13.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))

Compiler

Compiled 1 036 to 690 computations (33.4% saved)

simplify161.0ms (1.7%)

Memory

-21.5MiB live, 113.8MiB allocated; 33ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64)))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
cost-diff	3	(fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (*.f64 x x))
cost-diff	3	(fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x)))
cost-diff	4	(.f64 #s(literal 0 binary64) (.f64 t t))
cost-diff	14	(-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x))) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y)))
cost-diff	0	(+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64))
cost-diff	0	#s(approx (+ (* (- t x) z) x) (*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x)))
cost-diff	1	(*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x)
cost-diff	0	(*.f64 z t)
cost-diff	0	#s(approx (+ (* (- t x) z) x) (*.f64 z t))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
cost-diff	0	(/.f64 t y)
cost-diff	0	(tanh.f64 (/.f64 t y))
cost-diff	0	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
cost-diff	2	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	73	732
0	122	657
1	267	591
2	718	559
3	2393	503
0	8037	492

Stop Event

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

Calls

Call 1

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

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

localize449.0ms (4.9%)

Memory

13.1MiB live, 295.7MiB allocated; 33ms collecting garbage

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))
accuracy	5.768660029250082	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64)))))
accuracy	18.794802506304787	#s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64)))
accuracy	21.957488818035486	(-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))
accuracy	7.209396973187326	(/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x))) y)
accuracy	10.828064454715822	(.f64 #s(literal 0 binary64) (.f64 t t))
accuracy	14.224420841047381	(-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x))) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y)))
accuracy	28.79907114665216	#s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x))) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y))) y))
accuracy	0.0	#s(approx (+ (* (- t x) z) x) (*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x))
accuracy	3.0795944039916794	(fma.f64 t (/.f64 z x) (neg.f64 z))
accuracy	6.18195430828995	(*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x)
accuracy	20.8471802825189	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x)))
accuracy	0.0	(*.f64 z t)
accuracy	20.8471802825189	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
accuracy	29.179115301015692	#s(approx (+ (* (- t x) z) x) (*.f64 z t))
accuracy	0.01171875	(tanh.f64 (/.f64 x y))
accuracy	1.0422125942681455	(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))
accuracy	1.0461057483550953	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
accuracy	2.150441609756914	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)

Samples

262.0ms	153×	1	valid
72.0ms	36×	2	valid
23.0ms	58×	0	exit
4.0ms	9×	0	valid

Compiler

Compiled 564 to 63 computations (88.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 271.0ms

adjust: 114.0ms (42% of total)

ival-mult: 62.0ms (22.8% of total)

ival-add: 24.0ms (8.8% of total)

ival-div: 21.0ms (7.7% of total)

ival-pow: 17.0ms (6.3% of total)

ival-exp: 12.0ms (4.4% of total)

ival-sub: 10.0ms (3.7% of total)

ival-tanh: 5.0ms (1.8% of total)

ival-neg: 4.0ms (1.5% of total)

exact: 1.0ms (0.4% of total)

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

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

series307.0ms (3.3%)

Memory

-11.9MiB live, 199.4MiB allocated; 83ms collecting garbage

Counts

26 → 228

Calls

Call 1

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

Outputs
(/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(+ (* -1 (/ (* x z) y)) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(+ (* 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))))))
(+ (* 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))))))
(/ (* y (* z (- (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(+ (* x (+ 1 (* -1 z))) (/ (* y (* z (- (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)) (/ 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)) (/ 1 (exp (/ t y)))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
(* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* 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))))))))))
(* t z)
(+ (* t z) (* x (+ 1 (* -1 z))))
(+ (* t z) (* x (- 1 z)))
(/ (* t z) x)
(/ (+ (* t z) (* x (- 1 z))) x)
t
(+ t (* -1 x))
(* 1/2 (pow x 2))
(pow x 2)
(+ (* -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 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 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))))))))))
(- (/ (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)))))))
(- (+ (* 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)))))))
(- (+ (* 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)))))))
(* -1 (/ (* x z) y))
(* x (+ (* -1 (/ z y)) (* 1/3 (/ (* (pow x 2) z) (pow y 3)))))
(* x (+ (* -1 (/ z y)) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 5))) (* 1/3 (/ z (pow y 3)))))))
(* x (+ (* -1 (/ z y)) (* (pow x 2) (+ (* 1/3 (/ z (pow y 3))) (* (pow x 2) (+ (* -2/15 (/ z (pow y 5))) (* 17/315 (/ (* (pow x 2) z) (pow y 7)))))))))
(/ x y)
(* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))
(* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* x (+ (* (pow x 2) (- (* (pow x 2) (+ (* -17/315 (/ (pow x 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(/ (+ (* -1 (* x z)) (* t z)) x)
(* 1/2 (/ (pow x 2) y))
(* 2 (/ x y))
(* x (+ (* -2 (/ x (pow y 2))) (* 2 (/ 1 y))))
(* x (+ (* x (- (* 4/3 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -2/3 (/ x (pow y 4))) (* 4/3 (/ 1 (pow y 3))))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y))))
1
(+ 1 (* -2 (/ x y)))
(+ 1 (* x (- (* 2 (/ x (pow y 2))) (* 2 (/ 1 y)))))
(+ 1 (* x (- (* x (+ (* -4/3 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))))
(+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))
x
(* x (+ 1 (/ (* y (+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))) x)))
(* 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 (* -1 z)))
(* x (+ 1 (+ (* -1 z) (/ (* t z) x))))
(* x (- 1 z))
(* x (- (+ 1 (/ (* t z) x)) z))
(- 1 z)
(- (+ 1 (/ (* t z) x)) z)
(* -1 x)
(* x (- (/ t x) 1))
(* x (+ 1 (/ (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))) x)))
(* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))
(* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(* -1 z)
(- (/ (* t z) x) z)
(- 1 (exp (* -2 (/ x y))))
(exp (* -2 (/ x y)))
(* -1 (* x (- (* -1 (/ (* y (+ (* -1 (/ (* z (- (exp (/ x y)) (/ 1 (exp (/ x y))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (* z (- (exp (/ t y)) (/ 1 (exp (/ t y))))) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))) x)) 1)))
(* -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 (- z 1)))
(* -1 (* x (- (+ z (* -1 (/ (* t z) x))) 1)))
(* -1 (* x (+ (* -1 (- 1 z)) (* -1 (/ (* t z) x)))))
(* -1 (* x (+ 1 (* -1 (/ t x)))))
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))) x)) 1)))
(+ 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))))))))
(/ (- (exp (/ t y)) (/ 1 (exp (/ t y)))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(/ t 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))))))))))
(/ (- (+ (* -1/2 (pow x 2)) (pow x 2)) (* 1/2 (pow x 2))) y)
(/ (- (+ (* -1/2 (pow x 2)) (+ (* y (+ t (* -1 x))) (pow x 2))) (* 1/2 (pow x 2))) y)
(+ x (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))))
(* y z)
(/ (+ (* -1/2 (pow x 2)) (pow x 2)) y)
(/ (+ (* -1 (* x z)) (* t z)) y)
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(+ (* -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))))
(+ x (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t z)))
(+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2)))))))
(+ x (+ (* -1 (/ (* y (* z (- (exp (/ x y)) (/ 1 (exp (/ x y)))))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4)))))))))
(* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* -1 (* x z)))
(- (+ (* -1 x) (+ (* -1/2 (/ (pow x 2) y)) (/ (pow x 2) y))) (* 1/2 (/ (pow x 2) y)))
0
(+ (* -1/2 (pow x 2)) (pow x 2))
(+ x (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ 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 (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))))
(* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))
(+ (* t z) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(- (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (/ t y) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(* t (+ z (+ (* -1 (/ (* x z) t)) (/ x t))))
(* t (+ z (/ (* x (- 1 z)) t)))
(* t (- (+ (/ 1 t) (/ z x)) (/ z t)))
(* t (- (+ 1 (+ (* -1 (/ x t)) (+ (* -1/2 (/ (pow x 2) (* t y))) (/ (pow x 2) (* t y))))) (* 1/2 (/ (pow x 2) (* t y)))))
(* t (+ (* -1 (/ z t)) (/ z x)))
(* -1 (* t (+ (* -1 z) (* -1 (/ (+ x (* -1 (* x z))) t)))))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x (- 1 z)) t)))))
(* -1 (* t (+ (* -1 (/ z x)) (* -1 (/ (- 1 z) t)))))
(* -1 (* t (- (* -1 (/ (- (+ (* -1 x) (+ (* -1/2 (/ (pow x 2) y)) (/ (pow x 2) y))) (* 1/2 (/ (pow x 2) y))) t)) 1)))
(* -1 (* t (+ (* -1 (/ z x)) (/ z t))))

Calls

12 calls:

Time	Variable		Point	Expression
80.0ms	y	@	0	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* z t) (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (+ (+ (* t (/ z x)) (neg z)) 1) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (* 0 (* t t)) (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) (+ (* (* 0 (* t t)) 1/2) (* x x)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (* (neg (tanh (/ x y))) z) (tanh (/ x y)) (+ (* t (/ z x)) (neg z)) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y) (- 1 (pow (exp -2) (/ x y))) (pow (exp -2) (/ x y)))
50.0ms	t	@	-inf	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* z t) (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (+ (+ (* t (/ z x)) (neg z)) 1) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (* 0 (* t t)) (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) (+ (* (* 0 (* t t)) 1/2) (* x x)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (* (neg (tanh (/ x y))) z) (tanh (/ x y)) (+ (* t (/ z x)) (neg z)) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y) (- 1 (pow (exp -2) (/ x y))) (pow (exp -2) (/ x y)))
39.0ms	z	@	inf	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* z t) (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (+ (+ (* t (/ z x)) (neg z)) 1) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (* 0 (* t t)) (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) (+ (* (* 0 (* t t)) 1/2) (* x x)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (* (neg (tanh (/ x y))) z) (tanh (/ x y)) (+ (* t (/ z x)) (neg z)) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y) (- 1 (pow (exp -2) (/ x y))) (pow (exp -2) (/ x y)))
36.0ms	t	@	0	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* z t) (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (+ (+ (* t (/ z x)) (neg z)) 1) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (* 0 (* t t)) (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) (+ (* (* 0 (* t t)) 1/2) (* x x)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (* (neg (tanh (/ x y))) z) (tanh (/ x y)) (+ (* t (/ z x)) (neg z)) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y) (- 1 (pow (exp -2) (/ x y))) (pow (exp -2) (/ x y)))
34.0ms	z	@	0	((+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) (+ (* (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z)) y) x) (tanh (/ t y)) (/ t y) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* z t) (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (+ (+ (* t (/ z x)) (neg z)) 1) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (* 0 (* t t)) (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) (+ (* (* 0 (* t t)) 1/2) (* x x)) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (* (neg (tanh (/ x y))) z) (tanh (/ x y)) (+ (* t (/ z x)) (neg z)) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y) (- 1 (pow (exp -2) (/ x y))) (pow (exp -2) (/ x y)))

simplify213.0ms (2.3%)

Memory

9.9MiB live, 296.3MiB allocated; 32ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1178	10651
1	4219	10256
0	8172	9735

Stop Event

1×	iter limit
1×	node limit

Counts

228 → 226

Calls

Call 1

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

rewrite220.0ms (2.4%)

Memory

-12.1MiB live, 327.2MiB allocated; 44ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	71	424
0	118	378
1	514	358
2	4461	358
0	8602	350

Stop Event

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

Counts

26 → 385

Calls

Call 1

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

Outputs
(*.f64 (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y))) z)
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
(*.f64 z (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y))))
(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(/.f64 (*.f64 z (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))))
(/.f64 (*.f64 z (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (fma.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 x y)) (tanh.f64 (/.f64 t y))) (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64))))
(/.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64))) (-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 z (tanh.f64 (/.f64 t y)))))
(/.f64 (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)) (.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 (tanh.f64 (/.f64 x y)) z)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)))) (neg.f64 (*.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 x y)) (neg.f64 z)) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #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 z (tanh.f64 (/.f64 t y)))) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64))) (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z))))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #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 z (tanh.f64 (/.f64 t y)))) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64))))
(fma.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z (*.f64 z (tanh.f64 (/.f64 t y))))
(fma.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z) (*.f64 z (tanh.f64 (/.f64 t y))))
(fma.f64 z (neg.f64 (tanh.f64 (/.f64 x y))) (*.f64 z (tanh.f64 (/.f64 t y))))
(fma.f64 z (tanh.f64 (/.f64 t y)) (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))
(fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))
(-.f64 (/.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))) (/.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) z) #s(literal 2 binary64)) (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y)))))))
(-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (neg.f64 z) (neg.f64 (tanh.f64 (/.f64 x y)))))
(-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (tanh.f64 (/.f64 x y)) z))
(-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (neg.f64 z) (tanh.f64 (/.f64 t y))))
(-.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 (neg.f64 (tanh.f64 (/.f64 t y))) z))
(+.f64 (/.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #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 z (tanh.f64 (/.f64 t y)))) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)))) (/.f64 (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 z (tanh.f64 (/.f64 t y)))) (pow.f64 (.f64 z (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)))))
(+.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)))
(+.f64 (.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z)) (.f64 z (tanh.f64 (/.f64 t y))))
(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 (neg.f64 y) z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (fma.f64 x x (+.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x (.f64 (*.f64 (neg.f64 y) z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (-.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (*.f64 x x))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (.f64 x x)) (-.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) (*.f64 x x)))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))))
(fma.f64 (pow.f64 (neg.f64 x) #s(literal 1 binary64)) #s(literal -1 binary64) (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (pow.f64 (neg.f64 x) #s(literal 1 binary64)) #s(literal -1 binary64) (.f64 (.f64 z y) (-.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 z y) (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y))) x)
(fma.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(fma.f64 (neg.f64 x) #s(literal -1 binary64) (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (neg.f64 x) #s(literal -1 binary64) (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal -1 binary64) (pow.f64 (neg.f64 x) #s(literal 1 binary64)) (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal -1 binary64) (pow.f64 (neg.f64 x) #s(literal 1 binary64)) (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal -1 binary64) (neg.f64 x) (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal -1 binary64) (neg.f64 x) (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal 1 binary64) x (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(fma.f64 x #s(literal 1 binary64) (.f64 (neg.f64 (.f64 (neg.f64 y) z)) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 x #s(literal 1 binary64) (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 z (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 z (*.f64 (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y))) y) x)
(fma.f64 y (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) x)
(-.f64 (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (-.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)) (/.f64 (.f64 x x) (-.f64 (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(-.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) (/.f64 (pow.f64 (.f64 (.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (-.f64 x (.f64 (*.f64 z y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(-.f64 x (.f64 (neg.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)) y))
(-.f64 x (.f64 (neg.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (.f64 z y)))
(-.f64 x (.f64 (neg.f64 y) (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)))
(-.f64 x (.f64 (.f64 (neg.f64 y) z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
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(tanh.f64 (/.f64 t y))
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(/.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))
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#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
#s(approx (+ (* (- t x) z) x) (*.f64 z t))
(*.f64 z t)
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(*.f64 (+.f64 #s(literal 1 binary64) (fma.f64 (/.f64 z x) t (neg.f64 z))) x)
(*.f64 x (+.f64 #s(literal 1 binary64) (fma.f64 (/.f64 z x) t (neg.f64 z))))
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(fma.f64 (pow.f64 (neg.f64 x) #s(literal 1 binary64)) #s(literal -1 binary64) (*.f64 x (fma.f64 (/.f64 z x) t (neg.f64 z))))
(fma.f64 (.f64 (/.f64 z x) t) x (.f64 (+.f64 #s(literal 1 binary64) (neg.f64 z)) x))
(fma.f64 (neg.f64 x) #s(literal -1 binary64) (*.f64 (fma.f64 (/.f64 z x) t (neg.f64 z)) x))
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eval151.0ms (1.6%)

Memory: 28.4MiB live, 205.2MiB allocated; 38ms collecting garbage
Compiler: Compiled 35 729 to 3 698 computations (89.6% saved)

prune55.0ms (0.6%)

Memory

33.6MiB live, 111.5MiB allocated; 30ms collecting garbage

Pruning

29 alts after pruning (26 fresh and 3 done)

	Pruned	Kept	Total
New	610	15	625
Fresh	1	11	12
Picked	4	1	5
Done	0	2	2
Total	615	29	644

Accuracy

99.7%

Counts

644 → 29

Alt Table

Click to see full alt table

Status	Accuracy	Program
	68.3%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (.f64 (neg.f64 (/.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z)) y x)
	65.4%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 #s(approx (tanh (/ x y)) (/.f64 x y))) z)) y x)
	61.6%	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
✓	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	61.0%	(fma.f64 (*.f64 (+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)) #s(literal -1 binary64))) (/.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z) y x)
▶	47.4%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
	59.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) #s(literal 1 binary64)) #s(literal 1 binary64))))))
	63.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (expm1.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))))))
▶	71.3%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
▶	60.6%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
	28.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
	30.8%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (/.f64 x y)) x (+.f64 (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (*.f64 x x)) y) (-.f64 t x))) y))))
	35.6%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 x x (.f64 (.f64 #s(literal -1/2 binary64) x) x)) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y))) y))))
	35.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (+.f64 (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (.f64 x x)) y) (-.f64 (-.f64 t x) (.f64 (.f64 #s(literal 1/2 binary64) x) (/.f64 x y)))) y))))
	42.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (fma.f64 #s(literal -1 binary64) x t) y (*.f64 x x)))) y)) y))))
▶	43.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)) y))))
	44.0%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (neg.f64 x)) y))))
	42.9%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
	41.9%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
✓	57.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	51.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) z x))
	56.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) x)) z x))
	54.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
▶	22.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
	49.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (+.f64 #s(approx (+ ( t (/ z x)) (neg z)) (*.f64 (fma.f64 (/.f64 z t) #s(literal -1 binary64) (/.f64 z x)) t)) #s(literal 1 binary64)) x)))
	9.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (+ (+ ( t (/ z x)) (neg z)) 1) (/.f64 (*.f64 z t) x)) x)))
✓	13.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
	45.7%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (*.f64 (fma.f64 x (/.f64 (-.f64 #s(literal 1 binary64) z) t) z) t))))
	18.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (.f64 (.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) z) x))))

Compiler

Compiled 2 061 to 1 312 computations (36.3% saved)

simplify195.0ms (2.1%)

Memory

-36.7MiB live, 204.5MiB allocated; 62ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
cost-diff	0	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)) y)))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)) y))))
cost-diff	2	(/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)
cost-diff	4	(.f64 (.f64 x x) #s(literal 0 binary64))
cost-diff	0	(/.f64 (-.f64 t x) y)
cost-diff	0	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
cost-diff	0	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z)
cost-diff	0	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
cost-diff	0	(-.f64 t x)
cost-diff	0	(*.f64 (-.f64 t x) z)
cost-diff	0	#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
cost-diff	0	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))
cost-diff	0	(*.f64 y z)
cost-diff	0	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64)))))
cost-diff	1	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	77	728
0	106	658
1	244	594
2	621	564
3	1830	494
4	5242	494
0	8672	488

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

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

localize347.0ms (3.8%)

Memory

28.2MiB live, 366.3MiB allocated; 78ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(tanh.f64 (/.f64 t y))
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))
accuracy	5.768660029250082	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))))
accuracy	18.126418156511114	#s(approx (tanh (/ x y)) (/.f64 x y))
accuracy	5.768660029250082	(.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)) y)))
accuracy	8.859325462949307	(.f64 (.f64 x x) #s(literal 0 binary64))
accuracy	28.79907114665216	#s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)) y))
accuracy	48.069823244840094	#s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y))
accuracy	0.00390625	(/.f64 (-.f64 t x) y)
accuracy	1.0397471917728516	(*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z)
accuracy	1.0461057483550953	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
accuracy	28.79907114665216	#s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))
accuracy	0.0	(-.f64 t x)
accuracy	0.00390625	(*.f64 (-.f64 t x) z)
accuracy	15.627304575829028	#s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z))
accuracy	20.8471802825189	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
accuracy	0.30344149762103617	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))
accuracy	5.768660029250082	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64)))))
accuracy	18.525711510660667	#s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y)))
accuracy	18.794802506304787	#s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64)))

Samples

214.0ms	150×	1	valid
42.0ms	36×	2	valid
21.0ms	58×	0	exit
4.0ms	3×	3	valid
3.0ms	9×	0	valid

Compiler

Compiled 455 to 58 computations (87.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 205.0ms

adjust: 76.0ms (37% of total)

ival-mult: 34.0ms (16.6% of total)

ival-pow: 22.0ms (10.7% of total)

ival-div: 22.0ms (10.7% of total)

ival-add: 21.0ms (10.2% of total)

ival-exp: 12.0ms (5.8% of total)

ival-sub: 10.0ms (4.9% of total)

ival-tanh: 5.0ms (2.4% of total)

exact: 1.0ms (0.5% of total)

ival-neg: 1.0ms (0.5% of total)

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

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

series105.0ms (1.1%)

Memory

-17.9MiB live, 172.9MiB allocated; 20ms collecting garbage

Counts

25 → 198

Calls

Call 1

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

Outputs
(* 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))))))))))
(+ (* -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 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 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))))))))))
(- (/ (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)))))))
(- (+ (* 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)))))))
(- (+ (* 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)))))))
(* t z)
(+ (* t z) (* x (+ 1 (* -1 z))))
(+ (* -1 (* x z)) (* t z))
t
(+ t (* -1 x))
(* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
(+ (* -1 (/ (* x z) y)) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ (* -1 (/ z y)) (* 1/3 (/ (* (pow x 2) z) (pow y 3))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ (* -1 (/ z y)) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 5))) (* 1/3 (/ z (pow y 3))))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(/ t y)
(+ (* -1 (/ x y)) (/ t y))
0
1
(+ 1 (* -2 (/ x y)))
(+ 1 (* x (- (* 2 (/ x (pow y 2))) (* 2 (/ 1 y)))))
(+ 1 (* x (- (* x (+ (* -4/3 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))))
(* 2 (/ x y))
(* x (+ (* -2 (/ x (pow y 2))) (* 2 (/ 1 y))))
(* x (+ (* x (- (* 4/3 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -2/3 (/ x (pow y 4))) (* 4/3 (/ 1 (pow y 3))))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y))))
(/ x y)
(* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))
(* x (+ (* (pow x 2) (- (* 2/15 (/ (pow x 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* x (+ (* (pow x 2) (- (* (pow x 2) (+ (* -17/315 (/ (pow x 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
x
(* x (+ 1 (/ (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))) x)))
(* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
(- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))
(* 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 (* -1 z)))
(* x (+ 1 (+ (* -1 z) (/ (* t z) x))))
(* -1 (* x z))
(* x (+ (* -1 z) (/ (* t z) x)))
(* -1 x)
(* x (- (/ t x) 1))
(* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (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)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (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 y))
(* x (- (/ t (* x y)) (/ 1 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)))))))))
(exp (* -2 (/ x y)))
(- 1 (exp (* -2 (/ x y))))
(/ (- (exp (/ x y)) (/ 1 (exp (/ x y)))) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))
(* -1 (* x (- (* -1 (/ (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ 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 (- z 1)))
(* -1 (* x (- (+ z (* -1 (/ (* t z) x))) 1)))
(* -1 (* x (+ z (* -1 (/ (* t z) x)))))
(* -1 (* x (+ 1 (* -1 (/ t x)))))
(* -1 (* x (+ (* -1 (/ t (* x y))) (/ 1 y))))
(+ x (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))))
(* y z)
(+ x (* y (* z (- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(/ (- t x) y)
(/ (- (+ (* -1/2 (pow x 2)) (pow x 2)) (* 1/2 (pow x 2))) y)
(/ (- (+ (* -1/2 (pow x 2)) (+ (* y (+ t (* -1 x))) (pow x 2))) (* 1/2 (pow x 2))) y)
(/ (- (exp (/ t y)) (/ 1 (exp (/ t y)))) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))
(+ x (* z (+ t (* -1 x))))
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(- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))
(+ x (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ x (+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))))
(+ x (* -1 (* x z)))
(+ x (+ (* -1 (* x z)) (* t z)))
(- t x)
(* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))
(+ (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (* t z) y))
(+ (* t (+ (* -1/3 (/ (* (pow t 2) z) (pow y 3))) (/ z y))) (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t (+ (* (pow t 2) (+ (* -1/3 (/ z (pow y 3))) (* 2/15 (/ (* (pow t 2) z) (pow y 5))))) (/ z y))) (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ t y)) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(- (+ (* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y))) (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))
(* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y))))))))
(+ (* t z) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ (* t (+ z (* -1/3 (/ (* (pow t 2) z) (pow y 2))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(+ (* t (+ z (* (pow t 2) (+ (* -1/3 (/ z (pow y 2))) (* 2/15 (/ (* (pow t 2) z) (pow y 4))))))) (* y (* z (- (/ 1 (* (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))) (/ (exp (/ x y)) (+ (exp (/ x y)) (/ 1 (exp (/ x y)))))))))
(- (+ (* -1 x) (+ (* -1/2 (/ (pow x 2) y)) (/ (pow x 2) y))) (* 1/2 (/ (pow x 2) y)))
(* t (+ (* -1/3 (/ (pow t 2) (pow y 3))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* 2/15 (/ (pow t 2) (pow y 5))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* t (+ (* (pow t 2) (- (* (pow t 2) (+ (* -17/315 (/ (pow t 2) (pow y 7))) (* 2/15 (/ 1 (pow y 5))))) (* 1/3 (/ 1 (pow y 3))))) (/ 1 y)))
(* t (+ z (+ (* -1 (/ (* x z) t)) (/ x t))))
(* t (+ z (* -1 (/ (* x z) t))))
(* t (+ 1 (* -1 (/ x t))))
(* t (+ (* -1 (/ x (* t y))) (/ 1 y)))
(* t (- (+ 1 (+ (* -1 (/ x t)) (+ (* -1/2 (/ (pow x 2) (* t y))) (/ (pow x 2) (* t y))))) (* 1/2 (/ (pow x 2) (* t y)))))
(* -1 (* t (+ (* -1 z) (* -1 (/ (+ x (* -1 (* x z))) t)))))
(* -1 (* t (+ (* -1 z) (/ (* x z) t))))
(* -1 (* t (- (/ x t) 1)))
(* -1 (* t (- (/ x (* t y)) (/ 1 y))))
(* -1 (* t (- (* -1 (/ (- (+ (* -1 x) (+ (* -1/2 (/ (pow x 2) y)) (/ (pow x 2) y))) (* 1/2 (/ (pow x 2) y))) t)) 1)))

Calls

12 calls:

Time	Variable		Point	Expression
17.0ms	z	@	0	((+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (* (* x x) 0) (/ (* (* x x) 0) y) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (pow (exp -2) (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (tanh (/ x y)) (tanh (/ t y)))
13.0ms	t	@	-inf	((+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (* (* x x) 0) (/ (* (* x x) 0) y) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (pow (exp -2) (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (tanh (/ x y)) (tanh (/ t y)))
13.0ms	z	@	-inf	((+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (* (* x x) 0) (/ (* (* x x) 0) y) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (pow (exp -2) (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (tanh (/ x y)) (tanh (/ t y)))
11.0ms	z	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (* (* x x) 0) (/ (* (* x x) 0) y) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (pow (exp -2) (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (tanh (/ x y)) (tanh (/ t y)))
11.0ms	t	@	inf	((+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (+ (* (- t x) z) x) (* (- t x) z) (- t x) (+ (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y) x) (* (- (tanh (/ t y)) (tanh (/ x y))) z) (- (tanh (/ t y)) (tanh (/ x y))) (/ (- t x) y) (* (* x x) 0) (/ (* (* x x) 0) y) (+ x (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))))) (* (* y z) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1)))) (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))) (- (tanh (/ t y)) (tanh (/ x y))) (pow (exp -2) (/ x y)) (- 1 (pow (exp -2) (/ x y))) (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (tanh (/ x y)) (tanh (/ t y)))

simplify503.0ms (5.4%)

Memory

-57.5MiB live, 282.4MiB allocated; 766ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1023	10142
1	3663	9413
0	8211	8950

Stop Event

1×	iter limit
1×	node limit

Counts

198 → 196

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))))))))))
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(+ (* x (+ (* -1 z) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 4))) (* 1/3 (/ z (pow y 2))))))) (* y (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))))
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(* t z)
(+ (* t z) (* x (+ 1 (* -1 z))))
(+ (* -1 (* x z)) (* t z))
t
(+ t (* -1 x))
(* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))))))
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(+ (* x (+ (* -1 (/ z y)) (* 1/3 (/ (* (pow x 2) z) (pow y 3))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(+ (* x (+ (* -1 (/ z y)) (* (pow x 2) (+ (* -2/15 (/ (* (pow x 2) z) (pow y 5))) (* 1/3 (/ z (pow y 3))))))) (* z (- (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y))))) (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))))))
(/ t y)
(+ (* -1 (/ x y)) (/ t y))
0
1
(+ 1 (* -2 (/ x y)))
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(* 2 (/ x y))
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(* x (+ (* x (- (* 4/3 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y))))
(* x (+ (* x (- (* x (+ (* -2/3 (/ x (pow y 4))) (* 4/3 (/ 1 (pow y 3))))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y))))
(/ x y)
(* x (+ (* -1/3 (/ (pow x 2) (pow y 3))) (/ 1 y)))
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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)))
x
(* x (+ 1 (/ (* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y))))))))) x)))
(* y (* z (- (+ (/ (exp (* -2 (/ x y))) (+ 1 (exp (* -2 (/ x y))))) (/ (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (+ (/ 1 (* (exp (/ t y)) (+ (exp (/ t y)) (/ 1 (exp (/ t y)))))) (/ 1 (+ 1 (exp (* -2 (/ x y)))))))))
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Outputs
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rewrite247.0ms (2.7%)

Memory

8.2MiB live, 243.9MiB allocated; 36ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	77	578
0	107	481
1	503	453
2	4222	453
0	8209	443

Stop Event

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

Counts

25 → 237

Calls

Call 1

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

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

eval106.0ms (1.1%)

Memory: 32.4MiB live, 76.7MiB allocated; 5ms collecting garbage
Compiler: Compiled 28 283 to 2 286 computations (91.9% saved)

prune51.0ms (0.5%)

Memory

-26.4MiB live, 72.9MiB allocated; 16ms collecting garbage

Pruning

35 alts after pruning (31 fresh and 4 done)

	Pruned	Kept	Total
New	463	17	480
Fresh	7	14	21
Picked	4	1	5
Done	0	3	3
Total	474	35	509

Accuracy

99.7%

Counts

509 → 35

Alt Table

Click to see full alt table

Status	Accuracy	Program
	68.3%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (.f64 (neg.f64 (/.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z)) y x)
	65.4%	(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 #s(approx (tanh (/ x y)) (/.f64 x y))) z)) y x)
	60.6%	(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
	61.6%	(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
	76.4%	(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (.f64 (/.f64 x y) #s(literal 2 binary64))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (/.f64 x y) #s(literal -2 binary64) #s(literal 1 binary64))) #s(literal 1 binary64)))) z) y x)
✓	96.4%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
	66.2%	(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
	61.0%	(fma.f64 (*.f64 (+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)) #s(literal -1 binary64))) (/.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z) y x)
	48.2%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
	32.1%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (*.f64 (+.f64 t x) y))) z) y x)
	62.5%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x)
	43.7%	(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) y)) z) y x)
	47.1%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
	52.0%	(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
	42.9%	(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
	59.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) #s(literal 1 binary64)) #s(literal 1 binary64))))))
	63.2%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (expm1.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))))))
	68.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (-.f64 (.f64 (/.f64 x (*.f64 y y)) #s(literal 2 binary64)) (/.f64 #s(literal 2 binary64) y)) x #s(literal 1 binary64))) #s(literal 1 binary64))))))
	44.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 (fma.f64 (/.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) y) #s(literal 1/2 binary64) t) y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
	28.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
	30.8%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (/.f64 x y)) x (+.f64 (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (*.f64 x x)) y) (-.f64 t x))) y))))
	35.6%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 x x (.f64 (.f64 #s(literal -1/2 binary64) x) x)) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y))) y))))
	35.2%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (+.f64 (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (.f64 x x)) y) (-.f64 (-.f64 t x) (.f64 (.f64 #s(literal 1/2 binary64) x) (/.f64 x y)))) y))))
	42.4%	(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (fma.f64 (fma.f64 #s(literal -1 binary64) x t) y (*.f64 x x)))) y)) y))))
✓	57.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
	54.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
✓	22.3%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
	49.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (+.f64 #s(approx (+ ( t (/ z x)) (neg z)) (*.f64 (fma.f64 (/.f64 z t) #s(literal -1 binary64) (/.f64 z x)) t)) #s(literal 1 binary64)) x)))
	21.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) z)))
	21.2%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) x)) z)))
	12.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
	9.8%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (+ (+ ( t (/ z x)) (neg z)) 1) (/.f64 (*.f64 z t) x)) x)))
✓	13.4%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
	16.1%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (- t x) z) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) z) t))))
	18.5%	#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (.f64 (.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) z) x))))

Compiler

Compiled 3 207 to 1 144 computations (64.3% saved)

regimes101.0ms (1.1%)

Memory

31.2MiB live, 162.6MiB allocated; 16ms collecting garbage

Counts

56 → 1

Calls

Call 1

Inputs
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (+ (+ ( t (/ z x)) (neg z)) 1) (/.f64 (*.f64 z t) x)) x)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (.f64 (.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) z) x))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (- t x) z) (*.f64 (fma.f64 (neg.f64 x) (/.f64 z t) z) t))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) x)) z)))
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (neg.f64 x)) y)) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) #s(approx (* (+ (+ (* t (/ z x)) (neg z)) 1) x) (*.f64 (fma.f64 x (/.f64 (-.f64 #s(literal 1 binary64) z) t) z) t))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 (/.f64 t x) #s(literal 1 binary64)) x)) z x))
(fma.f64 (*.f64 z y) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) y) z x)
(fma.f64 (*.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y)) z) y x)
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) z)))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (neg.f64 x)) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (+.f64 (fma.f64 t (/.f64 z x) (neg.f64 z)) #s(literal 1 binary64)) x)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (*.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) z x))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (-.f64 t x) y))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (/.f64 (*.f64 (+.f64 x t) (-.f64 t x)) (+.f64 x t)) z x))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (+.f64 #s(approx (+ ( t (/ z x)) (neg z)) (*.f64 (fma.f64 (/.f64 z t) #s(literal -1 binary64) (/.f64 z x)) t)) #s(literal 1 binary64)) x)))
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 (.f64 (+.f64 t x) (-.f64 t x)) (*.f64 (+.f64 t x) y))) z) y x)
(fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- t x) (.f64 (-.f64 (/.f64 x t) #s(literal 1 binary64)) (neg.f64 t))) y)) z) y x)
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (.f64 (.f64 x x) #s(literal 0 binary64)) y)) y))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (fma.f64 #s(literal -1 binary64) x t) y (*.f64 x x)))) y)) y))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (fma.f64 (fma.f64 #s(literal -1 binary64) x t) y (*.f64 x x)))) y)) y))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) (/.f64 x y)) x (+.f64 (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (*.f64 x x)) y) (-.f64 t x))) y))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (+.f64 (/.f64 (fma.f64 (.f64 x x) #s(literal -1/2 binary64) (.f64 x x)) y) (-.f64 (-.f64 t x) (.f64 (.f64 #s(literal 1/2 binary64) x) (/.f64 x y)))) y))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 x x (.f64 (.f64 #s(literal -1/2 binary64) x) x)) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y))) y))))
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 (fma.f64 (/.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) y) #s(literal 1/2 binary64) t) y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
(+.f64 x (.f64 (.f64 y z) #s(approx (- (tanh (/ t y)) (/ (- 1 (pow (exp -2) (/ x y))) (+ (pow (exp -2) (/ x y)) 1))) (/.f64 (-.f64 (+.f64 (fma.f64 #s(literal -1 binary64) x t) (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 x x) (fma.f64 (.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1/2 binary64) (.f64 x x))) y)) (.f64 (neg.f64 x) (/.f64 (.f64 #s(literal -1/2 binary64) x) y))) y))))
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)
(fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) (*.f64 z y) x)
(+.f64 x (.f64 (.f64 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y)))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 #s(approx (tanh (/ x y)) (/.f64 x y))) z)) y x)
(fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (.f64 (/.f64 x y) #s(literal 2 binary64))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (/.f64 x y) #s(literal -2 binary64) #s(literal 1 binary64))) #s(literal 1 binary64)))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (-.f64 (.f64 (/.f64 x (*.f64 y y)) #s(literal 2 binary64)) (/.f64 #s(literal 2 binary64) y)) x #s(literal 1 binary64))) #s(literal 1 binary64))))))
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(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 y z) (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) #s(literal 1 binary64)) #s(literal 1 binary64))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (*.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 (/.f64 x y)) (cosh.f64 (/.f64 x y)))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 #s(literal -2 binary64) (/.f64 x y) #s(literal 1 binary64))) #s(literal 1 binary64))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (/.f64 (.f64 #s(literal -2 binary64) (-.f64 (/.f64 (.f64 x x) y) x)) y) #s(literal -1 binary64) #s(literal 1 binary64))) #s(literal 1 binary64))))))
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (expm1.f64 (*.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))))))
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (.f64 (neg.f64 (/.f64 (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z)) y x)
(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))))
(fma.f64 (*.f64 (+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)) #s(literal -1 binary64))) (/.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))) z) y x)
(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (expm1.f64 (.f64 #s(literal 2 binary64) (/.f64 x y))))) (.f64 (+.f64 (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y)) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.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)

Calls

5 calls:

29.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
23.0ms	y
17.0ms	t
14.0ms	z
14.0ms	x

Results

Accuracy	Segments	Branch
96.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
96.4%	1	`x`
96.4%	1	`y`
96.4%	1	`z`
96.4%	1	`t`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes78.0ms (0.8%)

Memory

-16.9MiB live, 134.6MiB allocated; 13ms collecting garbage

Counts

45 → 1

Calls

Call 1

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

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

Calls

5 calls:

25.0ms	x
14.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
14.0ms	z
11.0ms	t
11.0ms	y

Results

Accuracy	Segments	Branch
96.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
96.4%	1	`y`
96.4%	1	`z`
96.4%	1	`t`
96.4%	1	`x`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes124.0ms (1.3%)

Memory

-34.7MiB live, 115.0MiB allocated; 12ms collecting garbage

Counts

43 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

49.0ms	x
25.0ms	z
11.0ms	t
11.0ms	y
11.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
84.4%	4	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
85.4%	3	`y`
79.8%	3	`z`
81.6%	3	`t`
86.7%	3	`x`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes33.0ms (0.4%)

Memory

27.5MiB live, 27.5MiB allocated; 0ms collecting garbage

Counts

40 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
80.8%	5	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
82.3%	3	`y`
82.1%	3	`x`

Compiler

Compiled 17 to 20 computations (-17.6% saved)

regimes74.0ms (0.8%)

Memory

-23.1MiB live, 23.8MiB allocated; 1ms collecting garbage

Counts

34 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

46.0ms	z
9.0ms	t
9.0ms	y
9.0ms	x

Results

Accuracy	Segments	Branch
67.2%	3	`z`
66.4%	3	`t`
68.2%	3	`x`
77.8%	3	`y`

Compiler

Compiled 4 to 16 computations (-300% saved)

regimes14.0ms (0.2%)

Memory

27.1MiB live, 27.1MiB allocated; 0ms collecting garbage

Counts

7 → 4

Calls

Call 1

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
59.7%	2	`t`
64.8%	4	`z`
59.3%	2	`x`
63.6%	4	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
66.3%	4	`y`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes3.0ms (0%)

Memory

5.7MiB live, 5.7MiB allocated; 0ms collecting garbage

Counts

6 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
64.2%	3	`y`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes60.0ms (0.7%)

Memory

-29.8MiB live, 13.2MiB allocated; 7ms collecting garbage

Counts

4 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

3 calls:

56.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
2.0ms	y
2.0ms	z

Results

Accuracy	Segments	Branch
59.3%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
61.4%	3	`z`
54.4%	1	`y`

Compiler

Compiled 17 to 20 computations (-17.6% saved)

regimes9.0ms (0.1%)

Memory

16.3MiB live, 16.3MiB allocated; 0ms collecting garbage

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
22.3%	1	`y`
22.3%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
22.3%	1	`x`
22.3%	1	`t`
22.3%	1	`z`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes7.0ms (0.1%)

Memory

15.6MiB live, 15.6MiB allocated; 0ms collecting garbage

Counts

2 → 3

Calls

Call 1

Inputs

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

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

Outputs

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

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
18.0%	3	`t`
16.5%	2	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
13.4%	1	`y`
18.3%	3	`x`
15.7%	2	`z`

Compiler

Compiled 19 to 28 computations (-47.4% saved)

regimes5.0ms (0%)

Memory

10.7MiB live, 10.7MiB allocated; 0ms collecting garbage

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
13.4%	1	`z`
13.4%	1	`t`
13.4%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
13.4%	1	`x`

Compiler

Compiled 18 to 24 computations (-33.3% saved)

bsearch49.0ms (0.5%)

Memory

-44.2MiB live, 11.5MiB allocated; 22ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
12.0ms	5.486939773150256e+76	2.749027175314127e+77
34.0ms	-2.4488682275130764e+100	-2.6222745219700915e+98

Samples

35.0ms	201×	0	valid
1.0ms	7×	1	valid

Compiler

Compiled 1 017 to 693 computations (31.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 10.0ms

ival-div: 3.0ms (28.6% of total)

ival-mult: 3.0ms (28.6% of total)

ival-tanh: 2.0ms (19.1% of total)

ival-sub: 1.0ms (9.5% of total)

ival-add: 1.0ms (9.5% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch39.0ms (0.4%)

Memory

35.5MiB live, 35.5MiB allocated; 0ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
17.0ms	4.317741636848095e-63	2.104991603442446e-56
18.0ms	-3.0591686591961694e+59	-6.5681865065086245e+53

Samples

21.0ms	279×	0	valid
1.0ms	9×	1	valid

Compiler

Compiled 1 296 to 919 computations (29.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 14.0ms

ival-div: 4.0ms (28.6% of total)

ival-mult: 4.0ms (28.6% of total)

ival-tanh: 3.0ms (21.5% of total)

ival-sub: 1.0ms (7.2% of total)

ival-add: 1.0ms (7.2% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch53.0ms (0.6%)

Memory

-29.0MiB live, 17.6MiB allocated; 4ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
47.0ms	2.8410637536506727e+61	2.971431331152445e+62
4.0ms	-1.6456565599037081e+87	-1.5079183003765487e+87

Samples

45.0ms	127×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 618 to 435 computations (29.6% saved)

Precisions

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

ival-div: 2.0ms (33.2% of total)

ival-mult: 2.0ms (33.2% of total)

ival-add: 1.0ms (16.6% of total)

ival-sub: 1.0ms (16.6% of total)

ival-tanh: 1.0ms (16.6% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch30.0ms (0.3%)

Memory

31.8MiB live, 31.8MiB allocated; 0ms collecting garbage

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
15.0ms	1.815719600897805e-111	1.6684690561607524e-108
10.0ms	-7.621192591394512e-121	-3.2678201776555737e-121
3.0ms	-3.0591686591961694e+59	-6.5681865065086245e+53

Samples

16.0ms	217×	0	valid
1.0ms	7×	1	valid

Compiler

Compiled 1 053 to 763 computations (27.5% saved)

Precisions

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

ival-div: 3.0ms (27.2% of total)

ival-mult: 3.0ms (27.2% of total)

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

ival-sub: 1.0ms (9.1% of total)

ival-add: 1.0ms (9.1% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch35.0ms (0.4%)

Memory

-32.7MiB live, 12.5MiB allocated; 5ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.815719600897805e-111	1.6684690561607524e-108
33.0ms	-7.621192591394512e-121	-3.2678201776555737e-121

Samples

5.0ms	62×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 629 to 461 computations (26.7% saved)

Precisions

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

ival-div: 1.0ms (31.1% of total)

ival-tanh: 1.0ms (31.1% of total)

ival-mult: 1.0ms (31.1% of total)

adjust: 0.0ms (0% of total)

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

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

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

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

bsearch48.0ms (0.5%)

Memory

6.4MiB live, 52.8MiB allocated; 2ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
25.0ms	258364856.51130104	5499652499580.11
18.0ms	-8816641.986896861	-5.271279171879503e-9

Samples

32.0ms

288×

valid

Compiler

Compiled 990 to 703 computations (29% saved)

Precisions

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

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

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

ival-tanh: 3.0ms (22.5% of total)

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

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

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

adjust: 0.0ms (0% of total)

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

bsearch62.0ms (0.7%)

Memory

-12.6MiB live, 40.1MiB allocated; 6ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
43.0ms	3.138282485955631e-131	1.3871027206483697e-120
15.0ms	-3.2159310114779024e-21	-1.327227341030462e-25

Samples

44.0ms	277×	0	valid
2.0ms	11×	1	valid

Compiler

Compiled 1 080 to 739 computations (31.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 14.0ms

ival-div: 4.0ms (28.4% of total)

ival-mult: 4.0ms (28.4% of total)

ival-tanh: 3.0ms (21.3% of total)

ival-sub: 1.0ms (7.1% of total)

ival-add: 1.0ms (7.1% of total)

adjust: 0.0ms (0% of total)

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

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

simplify59.0ms (0.6%)

Memory

28.3MiB live, 73.4MiB allocated; 5ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	137	643
1	261	634
2	595	616
3	1662	604
4	5182	604

Stop Event

1×	node 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 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(if (<=.f64 x #s(literal -699999999999999952851957010060070505201399394770602498012487757478163076497554382089814342853722112 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x) (if (<=.f64 x #s(literal 239999999999999985583423570873468292726036956330197497987441128312872623931392 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (.f64 (/.f64 x y) #s(literal 2 binary64))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (/.f64 x y) #s(literal -2 binary64) #s(literal 1 binary64))) #s(literal 1 binary64)))) z) y x) (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)))
(if (<=.f64 y #s(literal -679999999999999995390245098565907023993961740521963520 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x) (if (<=.f64 y #s(literal 6113822311730295/463168356949264781694283940034751631413079938662562256157830336031652518559744 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x) (fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)))
(if (<=.f64 y #s(literal -1519999999999999911810715201976786408118371545121868450885744841771905591061357707395072 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (if (<=.f64 y #s(literal 29000000000000000673098462674086368729374659493631596693553152 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))))
(if (<=.f64 y #s(literal -690000000000000016590102517868177270219491789426917376 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (if (<=.f64 y #s(literal -5582121402590261/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x) (if (<=.f64 y #s(literal 475960297528979/661055968790248598951915308032771039828404682964281219284648795274405791236311345825189210439715284847591212025023358304256 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))))
(if (<=.f64 y #s(literal -8140593712110797/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (if (<=.f64 y #s(literal 475960297528979/661055968790248598951915308032771039828404682964281219284648795274405791236311345825189210439715284847591212025023358304256 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))))
(if (<=.f64 z #s(literal -7200 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 z #s(literal 2600000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
(if (<=.f64 x #s(literal -8294382693697875/21267647932558653966460912964485513216 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) (if (<=.f64 x #s(literal 3256237484844319/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 z t))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))

Outputs
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) y x)
(fma.f64 (fma.f64 (tanh.f64 (/.f64 t y)) z (*.f64 (tanh.f64 (/.f64 x y)) (neg.f64 z))) y x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(if (<=.f64 x #s(literal -699999999999999952851957010060070505201399394770602498012487757478163076497554382089814342853722112 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x) (if (<=.f64 x #s(literal 239999999999999985583423570873468292726036956330197497987441128312872623931392 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(approx (- 1 (pow (exp -2) (/ x y))) (.f64 (/.f64 x y) #s(literal 2 binary64))) (+.f64 #s(approx (pow (exp -2) (/ x y)) (fma.f64 (/.f64 x y) #s(literal -2 binary64) #s(literal 1 binary64))) #s(literal 1 binary64)))) z) y x) (fma.f64 (-.f64 #s(approx (tanh (/ t y)) (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 z y) x)))
(if (<=.f64 y #s(literal -679999999999999995390245098565907023993961740521963520 binary64)) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x) (if (<=.f64 y #s(literal 6113822311730295/463168356949264781694283940034751631413079938662562256157830336031652518559744 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x) (fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x)))
(if (or (<=.f64 y #s(literal -679999999999999995390245098565907023993961740521963520 binary64)) (not (<=.f64 y #s(literal 6113822311730295/463168356949264781694283940034751631413079938662562256157830336031652518559744 binary64)))) (fma.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) #s(approx (tanh (/ x y)) (/.f64 x y))) y) z x) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ (* -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x))
(if (<=.f64 y #s(literal -1519999999999999911810715201976786408118371545121868450885744841771905591061357707395072 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (if (<=.f64 y #s(literal 29000000000000000673098462674086368729374659493631596693553152 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))))
(if (or (<=.f64 y #s(literal -1519999999999999911810715201976786408118371545121868450885744841771905591061357707395072 binary64)) (not (<=.f64 y #s(literal 29000000000000000673098462674086368729374659493631596693553152 binary64)))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) (/.f64 #s(approx (- (+ (+ ( -1 x) t) (/ (+ (* -1/2 (* x x)) (+ (* (* 0 (* t t)) 1/2) (* x x))) y)) (* (neg x) (/ (* -1/2 x) y))) #s(literal 0 binary64)) y)) z) y x))
(if (<=.f64 y #s(literal -690000000000000016590102517868177270219491789426917376 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (if (<=.f64 y #s(literal -5582121402590261/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) (fma.f64 (.f64 #s(approx (- (tanh (/ t y)) (tanh (/ x y))) #s(approx (/ (- t x) y) (/.f64 t y))) z) y x) (if (<=.f64 y #s(literal 475960297528979/661055968790248598951915308032771039828404682964281219284648795274405791236311345825189210439715284847591212025023358304256 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)))))
(if (<=.f64 y #s(literal -8140593712110797/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) (if (<=.f64 y #s(literal 475960297528979/661055968790248598951915308032771039828404682964281219284648795274405791236311345825189210439715284847591212025023358304256 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x))))
(if (or (<=.f64 y #s(literal -8140593712110797/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) (not (<=.f64 y #s(literal 475960297528979/661055968790248598951915308032771039828404682964281219284648795274405791236311345825189210439715284847591212025023358304256 binary64)))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 (-.f64 t x) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)))
(if (<=.f64 z #s(literal -7200 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) (if (<=.f64 z #s(literal 2600000000 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))))
(if (or (<=.f64 z #s(literal -7200 binary64)) (not (<=.f64 z #s(literal 2600000000 binary64)))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 (-.f64 t x) z))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) (fma.f64 #s(approx (- t x) (neg.f64 x)) z x)))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 (-.f64 t x) z)))
(if (<=.f64 x #s(literal -8294382693697875/21267647932558653966460912964485513216 binary64)) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) (if (<=.f64 x #s(literal 3256237484844319/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 z t))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 #s(approx (- t x) (neg.f64 x)) z)))))
(if (or (<=.f64 x #s(literal -8294382693697875/21267647932558653966460912964485513216 binary64)) (not (<=.f64 x #s(literal 3256237484844319/11629419588729710248789180926208072549658261770997088964503843186890228609814366773219056811420217048972200345700258846936553626057834496 binary64)))) #s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (.f64 #s(approx (- t x) (neg.f64 x)) z))) #s(approx (+ x ( (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t))))
#s(approx (+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))) #s(approx (+ (* (- t x) z) x) (*.f64 z t)))

derivations1.4s (14.8%)

Memory

13.4MiB live, 1 129.4MiB allocated; 196ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	322
0	74	244
1	327	234
2	2407	234
0	8241	233
0	12	48
0	20	48
1	93	48
2	780	48
0	8262	47
0	77	578
0	107	481
1	503	453
2	4222	453
0	8209	443
0	1297	13496
1	4664	12809
0	9017	12099
0	1023	10142
1	3663	9413
0	8211	8950
0	1178	10651
1	4219	10256
0	8172	9735
0	495	4459
1	1796	2917
0	9485	2762

Stop Event

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

Compiler

Compiled 661 to 146 computations (77.9% saved)

preprocess148.0ms (1.6%)

Memory: 15.0MiB live, 171.4MiB allocated; 44ms collecting garbage
Compiler: Compiled 1 382 to 340 computations (75.4% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

start0.0ms (0%)

analyze96.0ms (1%)

sample1.1s (12.4%)

explain247.0ms (2.7%)

preprocess182.0ms (2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify143.0ms (1.5%)

localize67.0ms (0.7%)

series71.0ms (0.8%)

simplify192.0ms (2.1%)

rewrite207.0ms (2.2%)

eval58.0ms (0.6%)

prune11.0ms (0.1%)

simplify117.0ms (1.3%)

localize308.0ms (3.3%)

series196.0ms (2.1%)

simplify286.0ms (3.1%)

rewrite254.0ms (2.7%)

eval119.0ms (1.3%)

prune32.0ms (0.3%)

simplify161.0ms (1.7%)

localize449.0ms (4.9%)

series307.0ms (3.3%)

simplify213.0ms (2.3%)

rewrite220.0ms (2.4%)

eval151.0ms (1.6%)

prune55.0ms (0.6%)

simplify195.0ms (2.1%)

localize347.0ms (3.8%)

series105.0ms (1.1%)

simplify503.0ms (5.4%)

rewrite247.0ms (2.7%)

eval106.0ms (1.1%)

prune51.0ms (0.5%)

regimes101.0ms (1.1%)

regimes78.0ms (0.8%)

regimes124.0ms (1.3%)

regimes33.0ms (0.4%)

regimes74.0ms (0.8%)

regimes14.0ms (0.2%)

regimes3.0ms (0%)

regimes60.0ms (0.7%)

regimes9.0ms (0.1%)

regimes7.0ms (0.1%)

regimes5.0ms (0%)

bsearch49.0ms (0.5%)

bsearch39.0ms (0.4%)

bsearch53.0ms (0.6%)

bsearch30.0ms (0.3%)

bsearch35.0ms (0.4%)

bsearch48.0ms (0.5%)

bsearch62.0ms (0.7%)

simplify59.0ms (0.6%)

derivations1.4s (14.8%)

preprocess148.0ms (1.6%)

end0.0ms (0%)

Profiling