Metrics for SynthBasics:moogVCF from YampaSynth-0.2

analyze72.0ms (0.5%)

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)

sample1.8s (11.8%)

Results

1.3s	8034×	0	valid
38.0ms	222×	1	valid

Precisions

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

ival-mult: 422.0ms (41.1% of total)

ival-tanh: 316.0ms (30.8% of total)

ival-div: 194.0ms (18.9% of total)

ival-add: 41.0ms (4% of total)

ival-sub: 38.0ms (3.7% of total)

ival-true: 6.0ms (0.6% of total)

adjust: 4.0ms (0.4% of total)

ival-assert: 4.0ms (0.4% of total)

Bogosity

preprocess163.0ms (1%)

Algorithm

1×	egg-herbie

Rules

493×	`times-frac`
448×	`sub-neg`
343×	`distribute-lft-neg-out`
320×	`distribute-rgt-neg-out`
304×	`fmm-def`

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	86	1108
1	414	1044
2	1256	1016
3	5017	1016

Stop Event

1×	node limit

Calls

Call 1

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

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

Symmetry

(abs y)

explain168.0ms (1.1%)

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*no**	15	0
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*ou**	5	0
↳	`(*.f64 y z)`	overflow	38
↳	`(/.f64 t y)`	underflow	35
↳	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`	underflow	49
↳	`(tanh.f64 (/.f64 x y))`	underflow	38
↳	`(/.f64 x y)`	underflow	38
↳	`(tanh.f64 (/.f64 t y))`	underflow	35
`*.f64`	`(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))`	*nu**	2	0

Confusion

	Predicted +	Predicted -
+	22	2
-	0	232

Precision

1.0

Recall

0.9166666666666666

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	22	0	2
-	0	0	232

Precision?

1.0

Recall?

0.9166666666666666

Freqs

test

number	freq
0	234
1	22

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Results

48.0ms	440×	0	valid
21.0ms	62×	2	valid
2.0ms	8×	1	valid
1.0ms	2×	3	valid

Compiler

Compiled 158 to 52 computations (67.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 37.0ms

ival-div: 11.0ms (30% of total)

ival-tanh: 7.0ms (19.1% of total)

ival-mult: 7.0ms (19.1% of total)

ival-add: 4.0ms (10.9% of total)

adjust: 3.0ms (8.2% of total)

ival-sub: 3.0ms (8.2% of total)

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

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

eval0.0ms (0%)

Compiler: Compiled 32 to 13 computations (59.4% saved)

prune1.0ms (0%)

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.8%	(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
▶	91.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 37 to 23 computations (37.8% saved)

simplify70.0ms (0.4%)

Algorithm

1×	egg-herbie

Localize:

Found 8 expressions of interest:

New	Metric	Program
✓	cost-diff	(tanh.f64 (/.f64 t y))
✓	cost-diff	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	cost-diff	(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
✓	cost-diff	(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
✓	cost-diff	(tanh.f64 (/.f64 t y))
✓	cost-diff	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	cost-diff	(*.f64 y z)
✓	cost-diff	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Rules

703×	`fmm-def`
652×	`times-frac`
450×	`distribute-lft-in`
444×	`distribute-rgt-in`
372×	`fma-define`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	472
1	66	472
2	175	472
3	448	472
4	1737	472
5	6948	472

Stop Event

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

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

localize82.0ms (0.5%)

Localize:

Found 8 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.1%	(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
✓	accuracy	97.9%	(*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	91.0%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Results

41.0ms	220×	0	valid
19.0ms	33×	2	valid
2.0ms	3×	3	valid

Compiler

Compiled 112 to 16 computations (85.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 32.0ms

ival-tanh: 9.0ms (28% of total)

ival-mult: 8.0ms (24.9% of total)

ival-div: 7.0ms (21.8% of total)

ival-fma: 3.0ms (9.3% of total)

adjust: 2.0ms (6.2% of total)

ival-sub: 1.0ms (3.1% of total)

ival-add: 1.0ms (3.1% of total)

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

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

series150.0ms (1%)

Counts

8 → 276

Calls

Call 1

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

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

Calls

75 calls:

Time	Variable		Point	Expression
14.0ms	x	@	inf	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))
10.0ms	y	@	inf	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))
9.0ms	z	@	0	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))
7.0ms	x	@	-inf	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))
5.0ms	y	@	0	(* (* y z) (- (tanh (/ t y)) (tanh (/ x y))))

rewrite696.0ms (4.4%)

Algorithm

1×	batch-egg-rewrite

Rules

1262×	`log1p-expm1-u`
564×	`expm1-log1p-u`
161×	`add-exp-log`
161×	`add-log-exp`
161×	`add-cube-cbrt`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	315
1	351	315
2	5141	315

Stop Event

1×	node limit

Counts

8 → 236

Calls

Call 1

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

Outputs
(+.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) (.f64 (.f64 y z) (neg.f64 (tanh.f64 (/.f64 x y)))))
(+.f64 (.f64 (tanh.f64 (/.f64 t y)) (.f64 y z)) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (.f64 y z)))
(-.f64 (exp.f64 (log1p.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) #s(literal 1 binary64))
(/.f64 (.f64 (.f64 y z) (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))) (+.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (*.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (.f64 (.f64 y z) (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(/.f64 (.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (.f64 y z)) (+.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (*.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64))) (.f64 y z)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))
(log.f64 (pow.f64 (pow.f64 (exp.f64 z) y) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(cbrt.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(log1p.f64 (expm1.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(exp.f64 (log.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(exp.f64 (.f64 (log.f64 (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (*.f64 y z))) #s(literal 1 binary64))
(pow.f64 (*.f64 y z) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (*.f64 y z)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (*.f64 y z) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (*.f64 y z)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (*.f64 y z) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 z) y))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 y z))))
(cbrt.f64 (pow.f64 (*.f64 y z) #s(literal 3 binary64)))
(cbrt.f64 (*.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))))
(cbrt.f64 (*.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))))
(expm1.f64 (log1p.f64 (*.f64 y z)))
(log1p.f64 (expm1.f64 (*.f64 y z)))
(exp.f64 (log.f64 (*.f64 y z)))
(exp.f64 (.f64 (log.f64 (.f64 y z)) #s(literal 1 binary64)))
(+.f64 (tanh.f64 (/.f64 t y)) (neg.f64 (tanh.f64 (/.f64 x y))))
(+.f64 (tanh.f64 (/.f64 t y)) (*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) #s(literal 1 binary64)))
(+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (fma.f64 (neg.f64 (tanh.f64 (/.f64 x y))) #s(literal 1 binary64) (tanh.f64 (/.f64 x y))))
(+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (fma.f64 (neg.f64 (cbrt.f64 (tanh.f64 (/.f64 x y)))) (pow.f64 (cbrt.f64 (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (tanh.f64 (/.f64 x y))))
(+.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (fma.f64 (neg.f64 (sqrt.f64 (tanh.f64 (/.f64 x y)))) (sqrt.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 x y))))
(+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y)))
(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(*.f64 (cbrt.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (pow.f64 (cbrt.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))
(*.f64 (pow.f64 (cbrt.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (cbrt.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(*.f64 (sqrt.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (sqrt.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(.f64 (-.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 3 binary64)) (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 (tanh.f64 (/.f64 t y)) #s(literal 2 binary64)) (.f64 (tanh.f64 (/.f64 x y)) (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
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(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z) x)
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(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
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simplify595.0ms (3.8%)

Algorithm

1×	egg-herbie

Rules

882×	`fma-define`
486×	`distribute-rgt-in`
486×	`distribute-lft-in`
308×	`times-frac`
269×	`*-commutative`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	1032	79048
1	3232	64774

Stop Event

1×	node limit

Counts

512 → 529

Calls

Call 1

Inputs
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(sqrt.f64 (pow.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) z))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(cbrt.f64 (pow.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))
(cbrt.f64 (*.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #s(literal 3 binary64))))
(cbrt.f64 (*.f64 (pow.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))))
(expm1.f64 (log1p.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(log1p.f64 (expm1.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(exp.f64 (log.f64 (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(exp.f64 (.f64 (log.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (tanh.f64 (/.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)))))
(-.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 (/.f64 #s(literal 1 binary64) (+.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)))))
(*.f64 (tanh.f64 (/.f64 x y)) #s(literal 1 binary64))
(.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y)))))
(*.f64 #s(literal 1 binary64) (tanh.f64 (/.f64 x y)))
(.f64 (expm1.f64 (.f64 (/.f64 x y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 x y)))))
(*.f64 (cbrt.f64 (tanh.f64 (/.f64 x y))) (pow.f64 (cbrt.f64 (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))
(*.f64 (pow.f64 (cbrt.f64 (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (cbrt.f64 (tanh.f64 (/.f64 x y))))
(*.f64 (sqrt.f64 (tanh.f64 (/.f64 x y))) (sqrt.f64 (tanh.f64 (/.f64 x y))))
(/.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 x y))) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 x y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)) (expm1.f64 (*.f64 (/.f64 x y) #s(literal 2 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.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 #s(literal -2 binary64)) (/.f64 x y)))))
(/.f64 (expm1.f64 (*.f64 (/.f64 x y) #s(literal 2 binary64))) (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64)))
(/.f64 (-.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 #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 (neg.f64 (expm1.f64 (*.f64 (/.f64 x y) #s(literal 2 binary64)))) (neg.f64 (+.f64 (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)) #s(literal 1 binary64))))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.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)))))
(pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (tanh.f64 (/.f64 x y))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (tanh.f64 (/.f64 x y))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 2 binary64)))
(log.f64 (exp.f64 (tanh.f64 (/.f64 x y))))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (tanh.f64 (/.f64 x y)))))
(cbrt.f64 (pow.f64 (tanh.f64 (/.f64 x y)) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (tanh.f64 (/.f64 x y))))
(log1p.f64 (expm1.f64 (tanh.f64 (/.f64 x y))))
(exp.f64 (log.f64 (tanh.f64 (/.f64 x y))))
(exp.f64 (*.f64 (log.f64 (tanh.f64 (/.f64 x y))) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x))) #s(literal 1 binary64))
(-.f64 (/.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) (/.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(.f64 (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 1 binary64))
(.f64 #s(literal 1 binary64) (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x))
(.f64 (cbrt.f64 (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) (pow.f64 (cbrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 2 binary64)))
(.f64 (pow.f64 (cbrt.f64 (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 2 binary64)) (cbrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(.f64 (sqrt.f64 (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) (sqrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x x (.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))))
(.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))) (+.f64 (pow.f64 (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.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 x (.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (-.f64 (pow.f64 x #s(literal 2 binary64)) (.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.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 x (.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (-.f64 (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (-.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))
(pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 2 binary64)))
(log.f64 (exp.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x))))
(cbrt.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(log1p.f64 (expm1.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(exp.f64 (log.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(exp.f64 (.f64 (log.f64 (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 1 binary64)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z) x)
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 #s(literal 1 binary64) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Outputs
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 (exp.f64 (neg.f64 (/.f64 x y))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))))) (+.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y)))))))))
(.f64 (.f64 y z) (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 x y)))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))))) (+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (/.f64 x (neg.f64 y))))))))
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 (exp.f64 (neg.f64 (/.f64 x y))) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y))))) (+.f64 (/.f64 (exp.f64 (/.f64 (neg.f64 t) y)) (+.f64 (exp.f64 (/.f64 t y)) (exp.f64 (/.f64 (neg.f64 t) y)))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (exp.f64 (neg.f64 (/.f64 x y)))))))))
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(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(.f64 #s(literal 1 binary64) (/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64))) (-.f64 x (.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (-.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))
(/.f64 (-.f64 (pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (-.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x))
(/.f64 (-.f64 (pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) (neg.f64 x)))
(pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 1 binary64))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(pow.f64 (cbrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 3 binary64))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(pow.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(pow.f64 (sqrt.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 2 binary64))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(sqrt.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 2 binary64)))
(sqrt.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 2 binary64)))
(fabs.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))
(log.f64 (exp.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x))))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(cbrt.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x) #s(literal 3 binary64)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(expm1.f64 (log1p.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(expm1.f64 (log1p.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(log1p.f64 (expm1.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(exp.f64 (log.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(exp.f64 (.f64 (log.f64 (fma.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)) #s(literal 1 binary64)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 #s(literal 1 binary64) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)

eval204.0ms (1.3%)

Compiler: Compiled 35675 to 3140 computations (91.2% saved)

prune208.0ms (1.3%)

Pruning

11 alts after pruning (10 fresh and 1 done)

	Pruned	Kept	Total
New	769	10	779
Fresh	0	0	0
Picked	1	1	2
Done	0	0	0
Total	770	11	781

Accuracy

100.0%

Counts

781 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.9%	(fma.f64 y (+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) x)
▶	63.4%	(fma.f64 y (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) x)
	55.6%	(+.f64 x (pow.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)))
	86.3%	(+.f64 x (+.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) (.f64 (.f64 y z) (neg.f64 (tanh.f64 (/.f64 x y))))))
▶	44.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
	60.9%	(+.f64 x (.f64 (.f64 y z) (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))))
▶	61.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	91.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	57.5%	(+.f64 x (*.f64 z (-.f64 t x)))
	76.9%	(+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 t y)))))
▶	57.0%	x

Compiler

Compiled 349 to 218 computations (37.5% saved)

simplify54.0ms (0.3%)

Algorithm

1×	egg-herbie

Localize:

Found 16 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(/.f64 t y)
✓	cost-diff	0	(-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))
✓	cost-diff	0	(*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))))
✓	cost-diff	0	(fma.f64 y (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) x)
✓	cost-diff	0	(/.f64 t y)
	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))
	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(-.f64 t x)
✓	cost-diff	0	(/.f64 (-.f64 t x) y)
	cost-diff	0	(*.f64 y z)
✓	cost-diff	256	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
	cost-diff	0	(tanh.f64 (/.f64 t y))
✓	cost-diff	0	(*.f64 (tanh.f64 (/.f64 t y)) z)
✓	cost-diff	192	(+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z))
✓	cost-diff	192	(fma.f64 y (+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) x)

Rules

695×	`distribute-lft-in`
640×	`distribute-rgt-in`
510×	`associate-r`
484×	`associate-l`
258×	`fma-define`

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	33	846
1	101	830
2	299	830
3	886	830
4	2958	792

Stop Event

1×	node limit

Calls

Call 1

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

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

localize183.0ms (1.2%)

Localize:

Found 16 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))
	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	95.2%	(*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))))
✓	accuracy	91.3%	(fma.f64 y (*.f64 z (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))) x)
	accuracy	100.0%	(*.f64 y z)
	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	accuracy	79.3%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))
	accuracy	100.0%	(*.f64 y z)
✓	accuracy	100.0%	(/.f64 (-.f64 t x) y)
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
✓	accuracy	73.2%	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.1%	(fma.f64 y (+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) x)
✓	accuracy	94.4%	(*.f64 (tanh.f64 (/.f64 t y)) z)
✓	accuracy	93.7%	(*.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)

Results

58.0ms	222×	0	valid
15.0ms	20×	2	valid
9.0ms	12×	1	valid
2.0ms	2×	3	valid

Compiler

Compiled 201 to 26 computations (87.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 40.0ms

ival-mult: 11.0ms (27.7% of total)

ival-div: 7.0ms (17.6% of total)

ival-fma: 6.0ms (15.1% of total)

ival-sub: 4.0ms (10.1% of total)

ival-add: 4.0ms (10.1% of total)

ival-tanh: 4.0ms (10.1% of total)

adjust: 3.0ms (7.6% of total)

ival-neg: 1.0ms (2.5% of total)

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

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

series293.0ms (1.9%)

Counts

15 → 573

Calls

Call 1

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

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

Calls

153 calls:

Time	Variable		Point	Expression
134.0ms	x	@	inf	(- (/ t y) (tanh (/ x y)))
12.0ms	z	@	-inf	(+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z))
4.0ms	z	@	-inf	(+ (* y (+ (* (tanh (/ t y)) z) (* (neg (tanh (/ x y))) z))) x)
4.0ms	t	@	0	(/ (- t x) y)
4.0ms	t	@	0	(* (* y z) (- (tanh (/ t y)) (/ x y)))

rewrite157.0ms (1%)

Algorithm

1×	batch-egg-rewrite

Rules

301×	`log1p-expm1-u`
301×	`expm1-log1p-u`
297×	`add-cube-cbrt`
294×	`add-exp-log`
294×	`add-log-exp`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	33	598
1	606	578

Stop Event

1×	node limit

Counts

15 → 399

Calls

Call 1

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

Outputs
(+.f64 (.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x)
(-.f64 (exp.f64 (log1p.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))) #s(literal 1 binary64))
(.f64 #s(literal 1 binary64) (fma.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))
(.f64 (pow.f64 (cbrt.f64 (fma.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)) #s(literal 2 binary64)) (cbrt.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(.f64 (sqrt.f64 (fma.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)) (sqrt.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(/.f64 (+.f64 (pow.f64 (.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 (.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) (-.f64 (pow.f64 x #s(literal 2 binary64)) (.f64 (.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) x))))
(pow.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 2 binary64)))
(log.f64 (exp.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x))))
(cbrt.f64 (pow.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(log1p.f64 (expm1.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(exp.f64 (log.f64 (fma.f64 y (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)))
(exp.f64 (.f64 (log.f64 (fma.f64 y (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) x)) #s(literal 1 binary64)))
(-.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 z (tanh.f64 (/.f64 x y))))
(-.f64 (exp.f64 (log1p.f64 (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) #s(literal 1 binary64))
(-.f64 (/.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (/.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(.f64 #s(literal 1 binary64) (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(.f64 (pow.f64 (cbrt.f64 (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (cbrt.f64 (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(.f64 (sqrt.f64 (.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (sqrt.f64 (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (*.f64 z (tanh.f64 (/.f64 x y)))))))
(/.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64))) (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (*.f64 z (tanh.f64 (/.f64 x y))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))) (neg.f64 (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))
(/.f64 (+.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (.f64 (.f64 z (tanh.f64 (/.f64 x y))) (*.f64 (tanh.f64 (/.f64 t y)) z)))))
(/.f64 (-.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (tanh.f64 (/.f64 t y)) z) #s(literal 2 binary64)) (+.f64 (pow.f64 (.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)) (.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (*.f64 z (tanh.f64 (/.f64 x y)))))))
(pow.f64 (cbrt.f64 (*.f64 z (+.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 3 binary64))
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(log1p.f64 (expm1.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(exp.f64 (log.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(exp.f64 (.f64 (log.f64 (fma.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 1 binary64)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) (*.f64 y z) x)
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 #s(literal 1 binary64) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)
(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))

simplify779.0ms (5%)

Algorithm

1×	egg-herbie

Rules

486×	`times-frac`
474×	`*-commutative`
379×	`+-commutative`
301×	`neg-sub0`
287×	`sub-neg`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	1826	73564
1	5634	72056

Stop Event

1×	node limit

Counts

972 → 1019

Calls

Call 1

Inputs
x
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(/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64))) (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (-.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (-.f64 (pow.f64 x #s(literal 2 binary64)) (.f64 (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x))))
(pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 2 binary64)))
(log.f64 (exp.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x))))
(cbrt.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(log1p.f64 (expm1.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(exp.f64 (log.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(exp.f64 (.f64 (log.f64 (fma.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 1 binary64)))
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) (*.f64 y z) x)
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 #s(literal 1 binary64) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)
(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))

Outputs
x
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(+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 x (.f64 y (+.f64 (.f64 #s(literal -1 binary64) (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))))))
(+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 x (.f64 y (+.f64 (.f64 #s(literal -1 binary64) (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))))))
(+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 x (+.f64 (.f64 #s(literal -1 binary64) (.f64 x z)) (*.f64 t z)))
(+.f64 x (fma.f64 #s(literal -1 binary64) (.f64 x z) (.f64 z t)))
(+.f64 (-.f64 x (.f64 x z)) (.f64 z t))
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(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64))) (fma.f64 x x (-.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))))))
(/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64))) (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (-.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))))
(.f64 #s(literal 1 binary64) (/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64))) (fma.f64 x x (-.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))
(neg.f64 (/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)))) (-.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))
(.f64 #s(literal 1 binary64) (/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64))) (-.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (-.f64 (pow.f64 x #s(literal 2 binary64)) (.f64 (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x))))
(/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 3 binary64))) (-.f64 (+.f64 (pow.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (.f64 x (.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))))
(pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 1 binary64))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(pow.f64 (cbrt.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 3 binary64))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(pow.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(pow.f64 (sqrt.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 2 binary64))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(sqrt.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 2 binary64)))
(sqrt.f64 (pow.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x) #s(literal 2 binary64)))
(fabs.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x))
(log.f64 (exp.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x))))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(cbrt.f64 (pow.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x) #s(literal 3 binary64)))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(expm1.f64 (log1p.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(expm1.f64 (log1p.f64 (fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)))
(log1p.f64 (expm1.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(exp.f64 (log.f64 (fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(exp.f64 (.f64 (log.f64 (fma.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)) #s(literal 1 binary64)))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 y (*.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) (*.f64 y z) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 #s(literal 1 binary64) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))) x)
(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) (sqrt.f64 (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) x)

eval205.0ms (1.3%)

Compiler: Compiled 48635 to 5888 computations (87.9% saved)

prune663.0ms (4.2%)

Pruning

20 alts after pruning (17 fresh and 3 done)

	Pruned	Kept	Total
New	1355	16	1371
Fresh	4	1	5
Picked	3	2	5
Done	0	1	1
Total	1362	20	1382

Accuracy

100.0%

Counts

1382 → 20

Alt Table

Click to see full alt table

Status	Accuracy	Program
	67.0%	(fma.f64 y (*.f64 z (neg.f64 (tanh.f64 (/.f64 x y)))) x)
	64.7%	(-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y))))
	58.2%	(+.f64 (-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y)))) (*.f64 z t))
	51.4%	(+.f64 x (/.f64 (.f64 (-.f64 t x) (.f64 y z)) y))
▶	41.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (neg.f64 x) y)))
	52.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
	44.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))))
✓	61.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	91.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	76.1%	(+.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
	57.5%	(+.f64 x (*.f64 z (-.f64 t x)))
	55.4%	(+.f64 x (*.f64 z t))
▶	96.8%	(+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y))))))
▶	66.5%	(+.f64 x (.f64 x (-.f64 (.f64 y (/.f64 (*.f64 z (tanh.f64 (/.f64 t y))) x)) z)))
	52.3%	(+.f64 x (.f64 x (-.f64 (.f64 t (/.f64 z x)) z)))
	60.1%	(*.f64 z (fma.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) (/.f64 x z)))
	42.1%	(.f64 y (.f64 z (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y)))))
▶	25.8%	(.f64 y (.f64 z (tanh.f64 (/.f64 t y))))
▶	50.4%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
✓	57.0%	x

Compiler

Compiled 548 to 347 computations (36.7% saved)

simplify55.0ms (0.4%)

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

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

Rules

767×	`times-frac`
346×	`associate-/l*`
275×	`associate-/r*`
223×	`fma-define`
215×	`fmm-def`

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	35	881
1	110	873
2	304	873
3	897	864
4	3211	820

Stop Event

1×	node limit

Calls

Call 1

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

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

localize664.0ms (4.2%)

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	97.3%	(/.f64 (*.f64 z (tanh.f64 (/.f64 t y))) x)
✓	accuracy	95.2%	(.f64 x (-.f64 (.f64 y (/.f64 (*.f64 z (tanh.f64 (/.f64 t y))) x)) z))
✓	accuracy	94.4%	(*.f64 z (tanh.f64 (/.f64 t y)))
✓	accuracy	87.9%	(.f64 y (/.f64 (.f64 z (tanh.f64 (/.f64 t y))) x))
	accuracy	100.0%	(/.f64 t y)
	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	94.4%	(*.f64 z (tanh.f64 (/.f64 t y)))
✓	accuracy	93.5%	(.f64 y (.f64 z (tanh.f64 (/.f64 t y))))
	accuracy	100.0%	(*.f64 y z)
✓	accuracy	100.0%	(neg.f64 x)
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 (neg.f64 x) y)))
✓	accuracy	73.6%	(.f64 (.f64 y z) (/.f64 (neg.f64 x) y))
✓	accuracy	100.0%	(-.f64 #s(literal 1 binary64) z)
✓	accuracy	100.0%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	96.1%	(.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y)))))
✓	accuracy	94.4%	(*.f64 z (tanh.f64 (/.f64 t y)))
✓	accuracy	93.7%	(*.f64 z (tanh.f64 (/.f64 x y)))

Results

602.0ms	222×	0	valid
18.0ms	20×	2	valid
6.0ms	12×	1	valid
2.0ms	2×	3	valid

Compiler

Compiled 219 to 29 computations (86.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 539.0ms

ival-neg: 497.0ms (92.3% of total)

ival-mult: 17.0ms (3.2% of total)

ival-div: 9.0ms (1.7% of total)

ival-tanh: 4.0ms (0.7% of total)

ival-sub: 4.0ms (0.7% of total)

ival-add: 4.0ms (0.7% of total)

adjust: 3.0ms (0.6% of total)

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

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

...in/eval/compile.rkt:70:19: 0.0ms (0% of total)

series518.0ms (3.3%)

Counts

16 → 576

Calls

Call 1

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

Outputs
#<alt (.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))>
#<alt (.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))>
#<alt (.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))>
#<alt (.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))>
#<alt (-.f64 (.f64 t z) (.f64 x z))>
#<alt (-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (.f64 t z)) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (.f64 x z)))>
#<alt (-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (+.f64 (.f64 x z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))))>
#<alt (-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (+.f64 (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/6 binary64) (pow.f64 t #s(literal 3 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 4 binary64))) (.f64 #s(literal 1/12 binary64) (pow.f64 t #s(literal 4 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))))))) (pow.f64 y #s(literal 3 binary64))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (+.f64 (.f64 x z) (+.f64 (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/6 binary64) (pow.f64 x #s(literal 3 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 x #s(literal 4 binary64))) (.f64 #s(literal 1/12 binary64) (pow.f64 x #s(literal 4 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))))))) (pow.f64 y #s(literal 3 binary64))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64)))))))>
#<alt (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (*.f64 x z))))>
#<alt (-.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (.f64 x z)))) (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y))) (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (*.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)))>
#<alt (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (.f64 x z)))) (.f64 #s(literal -1 binary64) (/.f64 (-.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) y)) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))))) (*.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) y)) y)))>
#<alt (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (.f64 x z)))) (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))))) (.f64 #s(literal -1 binary64) (/.f64 (-.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))))))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 4 binary64))) (+.f64 (.f64 #s(literal 1/12 binary64) (pow.f64 t #s(literal 4 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))))))) (+.f64 (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 t (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64))))))))))) y)) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 x #s(literal 4 binary64))) (+.f64 (.f64 #s(literal 1/12 binary64) (pow.f64 x #s(literal 4 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))))))))) (+.f64 (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (*.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64))))))))))) y)) y))) y)))>
#<alt (.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))>
#<alt (.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))>
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Calls

147 calls:

Time	Variable		Point	Expression
300.0ms	y	@	inf	(* y (- (* z (tanh (/ t y))) (* z (tanh (/ x y)))))
33.0ms	t	@	inf	(+ x (* x (- (* y (/ (* z (tanh (/ t y))) x)) z)))
20.0ms	x	@	-inf	(+ x (* x (- (* y (/ (* z (tanh (/ t y))) x)) z)))
4.0ms	t	@	-inf	(* y (* z (tanh (/ t y))))
4.0ms	x	@	0	(- (* z (tanh (/ t y))) (* z (tanh (/ x y))))

rewrite198.0ms (1.3%)

Algorithm

1×	batch-egg-rewrite

Rules

302×	`log1p-expm1-u`
302×	`expm1-log1p-u`
299×	`add-cube-cbrt`
297×	`add-exp-log`
296×	`add-log-exp`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	34	590
1	635	566

Stop Event

1×	node limit

Counts

16 → 394

Calls

Call 1

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

Outputs
(-.f64 (exp.f64 (log1p.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))) #s(literal 1 binary64))
(pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)))
(log.f64 (pow.f64 (pow.f64 (exp.f64 z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))))))
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(pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64))
(pow.f64 (/.f64 x (*.f64 z (tanh.f64 (/.f64 t y)))) #s(literal -1 binary64))
(sqrt.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 z) (/.f64 (tanh.f64 (/.f64 t y)) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))))
(cbrt.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 3 binary64)))
(cbrt.f64 (/.f64 (pow.f64 (*.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))
(expm1.f64 (log1p.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(log1p.f64 (expm1.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(exp.f64 (log.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(exp.f64 (.f64 (log.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 1 binary64)))

simplify1.3s (8.1%)

Algorithm

1×	egg-herbie

Rules

570×	`times-frac`
507×	`distribute-lft-in`
348×	`*-commutative`
236×	`+-commutative`
220×	`cancel-sign-sub-inv`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	1477	64479
1	4214	59430

Stop Event

1×	node limit

Counts

970 → 866

Calls

Call 1

Inputs
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(-.f64 (.f64 t z) (.f64 x z))
(-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (.f64 t z)) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (.f64 x z)))
(-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (+.f64 (.f64 x z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))))
(-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (+.f64 (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/6 binary64) (pow.f64 t #s(literal 3 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 4 binary64))) (.f64 #s(literal 1/12 binary64) (pow.f64 t #s(literal 4 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))))))) (pow.f64 y #s(literal 3 binary64))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (+.f64 (.f64 x z) (+.f64 (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/6 binary64) (pow.f64 x #s(literal 3 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 x #s(literal 4 binary64))) (.f64 #s(literal 1/12 binary64) (pow.f64 x #s(literal 4 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))))))) (pow.f64 y #s(literal 3 binary64))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64)))))))
(.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (*.f64 x z))))
(-.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (.f64 x z)))) (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y))) (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (*.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)))
(+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (.f64 x z)))) (.f64 #s(literal -1 binary64) (/.f64 (-.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) y)) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))))) (*.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) y)) y)))
(+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal -1 binary64) (.f64 t z)) (.f64 #s(literal -1 binary64) (.f64 x z)))) (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))))) (.f64 #s(literal -1 binary64) (/.f64 (-.f64 (+.f64 (.f64 #s(literal -1 binary64) (-.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))))))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 4 binary64))) (+.f64 (.f64 #s(literal 1/12 binary64) (pow.f64 t #s(literal 4 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))))))) (+.f64 (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 t (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64))))))))))) y)) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 x #s(literal 4 binary64))) (+.f64 (.f64 #s(literal 1/12 binary64) (pow.f64 x #s(literal 4 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))))))))) (+.f64 (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (*.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64))))))))))) y)) y))) y)))
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))
(.f64 y (.f64 z (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))) (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (/.f64 (exp.f64 (/.f64 x y)) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))))
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(/.f64 (-.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)) (pow.f64 z #s(literal 2 binary64))) (fma.f64 y (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) z))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)) (fma.f64 z z (.f64 (.f64 y (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)) (pow.f64 z #s(literal 2 binary64)))) (neg.f64 (fma.f64 y (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) z)))
(/.f64 (+.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64)) (pow.f64 (neg.f64 z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)) (-.f64 (.f64 (neg.f64 z) (neg.f64 z)) (.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) (neg.f64 z)))))
(pow.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z) #s(literal 2 binary64)))
(log.f64 (exp.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z))))
(cbrt.f64 (pow.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)))
(log1p.f64 (expm1.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)))
(exp.f64 (log.f64 (-.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)))
(exp.f64 (.f64 (log.f64 (-.f64 (.f64 y (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) z)) #s(literal 1 binary64)))
(fma.f64 y (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) (neg.f64 z))
(fma.f64 #s(literal 1 binary64) (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) (neg.f64 z))
(fma.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) y (neg.f64 z))
(fma.f64 (pow.f64 (cbrt.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) #s(literal 2 binary64)) (cbrt.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) (neg.f64 z))
(fma.f64 (sqrt.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) (sqrt.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) (neg.f64 z))
(-.f64 (exp.f64 (log1p.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))) #s(literal 1 binary64))
(/.f64 #s(literal 1 binary64) (/.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 t y))))))
(/.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 t y)))) x)
(/.f64 (neg.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 t y))))) x)
(pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)))
(log.f64 (pow.f64 (pow.f64 (exp.f64 z) (/.f64 (tanh.f64 (/.f64 t y)) x)) y))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))))
(cbrt.f64 (pow.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))))
(log1p.f64 (expm1.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))))
(exp.f64 (log.f64 (.f64 y (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))))
(exp.f64 (.f64 (log.f64 (.f64 y (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (*.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 1 binary64))
(pow.f64 (*.f64 z (tanh.f64 (/.f64 x y))) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (*.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (*.f64 z (tanh.f64 (/.f64 x y))) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (*.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (*.f64 z (tanh.f64 (/.f64 x y))) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 (tanh.f64 (/.f64 x y))) z))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 z (tanh.f64 (/.f64 x y))))))
(cbrt.f64 (pow.f64 (*.f64 z (tanh.f64 (/.f64 x y))) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (*.f64 z (tanh.f64 (/.f64 x y)))))
(log1p.f64 (expm1.f64 (*.f64 z (tanh.f64 (/.f64 x y)))))
(exp.f64 (log.f64 (*.f64 z (tanh.f64 (/.f64 x y)))))
(exp.f64 (.f64 (log.f64 (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 1 binary64)))
(-.f64 #s(literal 0 binary64) x)
(-.f64 (exp.f64 (log1p.f64 x)) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) x)
(*.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x))
(*.f64 (sqrt.f64 x) (sqrt.f64 x))
(*.f64 #s(literal -1 binary64) x)
(/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (+.f64 (pow.f64 x #s(literal 2 binary64)) (*.f64 #s(literal 0 binary64) x))))
(pow.f64 x #s(literal 1 binary64))
(pow.f64 (cbrt.f64 x) #s(literal 3 binary64))
(pow.f64 (sqrt.f64 x) #s(literal 2 binary64))
(pow.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1/3 binary64))
(sqrt.f64 (pow.f64 x #s(literal 2 binary64)))
(log.f64 (exp.f64 x))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 x)))
(cbrt.f64 (pow.f64 x #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 x))
(log1p.f64 (expm1.f64 x))
(exp.f64 (log.f64 x))
(exp.f64 (*.f64 (log.f64 x) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))) #s(literal 1 binary64))
(*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))
(.f64 (.f64 z (tanh.f64 (/.f64 t y))) (/.f64 #s(literal 1 binary64) x))
(.f64 #s(literal 1 binary64) (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))
(.f64 (pow.f64 (cbrt.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)) (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(.f64 (sqrt.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) (sqrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(.f64 (neg.f64 (.f64 z (tanh.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) x))
(*.f64 (/.f64 z #s(literal 1 binary64)) (/.f64 (tanh.f64 (/.f64 t y)) x))
(*.f64 (/.f64 z (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 (tanh.f64 (/.f64 t y)) (cbrt.f64 x)))
(*.f64 (/.f64 z (sqrt.f64 x)) (/.f64 (tanh.f64 (/.f64 t y)) (sqrt.f64 x)))
(*.f64 (/.f64 (tanh.f64 (/.f64 t y)) (sqrt.f64 x)) (/.f64 z (sqrt.f64 x)))
(*.f64 (/.f64 (tanh.f64 (/.f64 t y)) #s(literal 1 binary64)) (/.f64 z x))
(*.f64 (/.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 z (cbrt.f64 x)))
(.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 (.f64 z (tanh.f64 (/.f64 t y))) (cbrt.f64 x)))
(.f64 (/.f64 #s(literal 1 binary64) (sqrt.f64 x)) (/.f64 (.f64 z (tanh.f64 (/.f64 t y))) (sqrt.f64 x)))
(.f64 (/.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 (cbrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) x))
(.f64 (/.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(.f64 (/.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) (sqrt.f64 x)) (/.f64 (cbrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) (sqrt.f64 x)))
(.f64 (/.f64 (sqrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 1 binary64)) (/.f64 (sqrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) x))
(.f64 (/.f64 (sqrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 (sqrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) (cbrt.f64 x)))
(pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64))
(pow.f64 (/.f64 x (*.f64 z (tanh.f64 (/.f64 t y)))) #s(literal -1 binary64))
(sqrt.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 z) (/.f64 (tanh.f64 (/.f64 t y)) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))))
(cbrt.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 3 binary64)))
(cbrt.f64 (/.f64 (pow.f64 (*.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))
(expm1.f64 (log1p.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(log1p.f64 (expm1.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(exp.f64 (log.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(exp.f64 (.f64 (log.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 1 binary64)))

Outputs
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y)))))
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y)))))
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y)))))
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(.f64 y (-.f64 (/.f64 (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 (*.f64 z (-.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y))))) (+.f64 (exp.f64 (/.f64 x y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 x y)))))))
(.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y)))))
(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))
(-.f64 (.f64 t z) (.f64 x z))
(*.f64 z (-.f64 t x))
(-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (.f64 t z)) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (.f64 x z)))
(-.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z (/.f64 (.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 2 binary64))) y)) (.f64 z t)) (fma.f64 #s(literal 1/2 binary64) (.f64 z (/.f64 (.f64 #s(literal 0 binary64) (pow.f64 x #s(literal 2 binary64))) y)) (.f64 z x)))
(-.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z #s(literal 0 binary64)) (.f64 z t)) (fma.f64 #s(literal 1/2 binary64) (.f64 z #s(literal 0 binary64)) (.f64 z x)))
(-.f64 (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))) (+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64)))) y)) (+.f64 (.f64 x z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 x (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 x #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 x #s(literal 3 binary64)))))) (.f64 #s(literal 1/2 binary64) (pow.f64 x #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))))
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(*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (.f64 z (tanh.f64 (/.f64 t y))) (/.f64 #s(literal 1 binary64) x))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 #s(literal 1 binary64) (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (pow.f64 (cbrt.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64)) (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (sqrt.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) (sqrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (neg.f64 (.f64 z (tanh.f64 (/.f64 t y)))) (/.f64 #s(literal 1 binary64) x))
(neg.f64 (.f64 z (.f64 (tanh.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) x))))
(/.f64 (*.f64 z (tanh.f64 (/.f64 t y))) (neg.f64 x))
(*.f64 (/.f64 z #s(literal 1 binary64)) (/.f64 (tanh.f64 (/.f64 t y)) x))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(*.f64 (/.f64 z (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 (tanh.f64 (/.f64 t y)) (cbrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(*.f64 (/.f64 z (sqrt.f64 x)) (/.f64 (tanh.f64 (/.f64 t y)) (sqrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(*.f64 (/.f64 (tanh.f64 (/.f64 t y)) (sqrt.f64 x)) (/.f64 z (sqrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(*.f64 (/.f64 (tanh.f64 (/.f64 t y)) #s(literal 1 binary64)) (/.f64 z x))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(*.f64 (/.f64 (tanh.f64 (/.f64 t y)) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 z (cbrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 (.f64 z (tanh.f64 (/.f64 t y))) (cbrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (/.f64 #s(literal 1 binary64) (sqrt.f64 x)) (/.f64 (.f64 z (tanh.f64 (/.f64 t y))) (sqrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (/.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) #s(literal 1 binary64)) (/.f64 (cbrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) x))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (/.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(/.f64 (.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) (cbrt.f64 (*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y))))) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)))
(.f64 (/.f64 (pow.f64 (cbrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) (sqrt.f64 x)) (/.f64 (cbrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) (sqrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (/.f64 (sqrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) #s(literal 1 binary64)) (/.f64 (sqrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) x))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(.f64 (/.f64 (sqrt.f64 (.f64 z (tanh.f64 (/.f64 t y)))) (pow.f64 (cbrt.f64 x) #s(literal 2 binary64))) (/.f64 (sqrt.f64 (*.f64 z (tanh.f64 (/.f64 t y)))) (cbrt.f64 x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 1 binary64))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(pow.f64 (cbrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 3 binary64))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(pow.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(pow.f64 (sqrt.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 2 binary64))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(pow.f64 (/.f64 x (*.f64 z (tanh.f64 (/.f64 t y)))) #s(literal -1 binary64))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 x z) (tanh.f64 (/.f64 t y))))
(sqrt.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 2 binary64)))
(sqrt.f64 (pow.f64 (*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)))
(fabs.f64 (*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y))))
(log.f64 (pow.f64 (exp.f64 z) (/.f64 (tanh.f64 (/.f64 t y)) x)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)))))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(cbrt.f64 (pow.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x)) #s(literal 3 binary64)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(cbrt.f64 (/.f64 (pow.f64 (*.f64 z (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(expm1.f64 (log1p.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(expm1.f64 (log1p.f64 (*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))))
(log1p.f64 (expm1.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(exp.f64 (log.f64 (*.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))
(exp.f64 (.f64 (log.f64 (.f64 z (/.f64 (tanh.f64 (/.f64 t y)) x))) #s(literal 1 binary64)))
(*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y)))

eval386.0ms (2.5%)

Compiler: Compiled 46575 to 5812 computations (87.5% saved)

prune535.0ms (3.4%)

Pruning

30 alts after pruning (23 fresh and 7 done)

	Pruned	Kept	Total
New	1301	11	1312
Fresh	0	12	12
Picked	1	4	5
Done	0	3	3
Total	1302	30	1332

Accuracy

100.0%

Counts

1332 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	67.0%	(fma.f64 y (*.f64 z (neg.f64 (tanh.f64 (/.f64 x y)))) x)
▶	64.7%	(-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y))))
	58.2%	(+.f64 (-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y)))) (*.f64 z t))
	51.4%	(+.f64 x (/.f64 (.f64 (-.f64 t x) (.f64 y z)) y))
	43.1%	(+.f64 x (/.f64 (.f64 (.f64 y z) x) y))
	41.6%	(+.f64 x (.f64 (/.f64 #s(literal 1 binary64) y) (.f64 y (*.f64 z x))))
✓	41.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (neg.f64 x) y)))
	35.4%	(+.f64 x (.f64 (.f64 y z) (/.f64 x y)))
	52.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
	44.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))))
▶	35.4%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y x))))
✓	61.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	91.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	41.1%	(+.f64 x (.f64 (.f64 y z) (*.f64 x (/.f64 #s(literal 1 binary64) (neg.f64 y)))))
▶	76.1%	(+.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
	57.5%	(+.f64 x (*.f64 z (-.f64 t x)))
	55.4%	(+.f64 x (*.f64 z t))
✓	96.8%	(+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y))))))
▶	35.0%	(+.f64 x (.f64 y (.f64 z (/.f64 x y))))
	52.3%	(+.f64 x (.f64 x (-.f64 (.f64 t (/.f64 z x)) z)))
	69.8%	(+.f64 x (.f64 x (.f64 y (*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y))))))
	28.0%	(.f64 (.f64 z x) (+.f64 (*.f64 (/.f64 y x) (tanh.f64 (/.f64 t y))) #s(literal -1 binary64)))
	13.3%	(*.f64 (neg.f64 x) z)
	60.1%	(*.f64 z (fma.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)) (/.f64 x z)))
▶	16.6%	(*.f64 z t)
	14.8%	(.f64 y (.f64 z (/.f64 t y)))
	42.1%	(.f64 y (.f64 z (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y)))))
✓	25.8%	(.f64 y (.f64 z (tanh.f64 (/.f64 t y))))
✓	50.4%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
✓	57.0%	x

Compiler

Compiled 746 to 478 computations (35.9% saved)

simplify76.0ms (0.5%)

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(/.f64 x y)
	cost-diff	0	(tanh.f64 (/.f64 x y))
	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) (tanh.f64 (/.f64 x y)))
✓	cost-diff	0	(/.f64 y x)
	cost-diff	0	(*.f64 y z)
✓	cost-diff	128	(/.f64 #s(literal 1 binary64) (/.f64 y x))
✓	cost-diff	384	(.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y x)))
✓	cost-diff	-6016	(+.f64 x (.f64 y (.f64 z (/.f64 x y))))
✓	cost-diff	0	(/.f64 x y)
✓	cost-diff	0	(*.f64 z (/.f64 x y))
✓	cost-diff	256	(.f64 y (.f64 z (/.f64 x y)))
✓	cost-diff	0	(*.f64 z t)
	cost-diff	0	(/.f64 t y)
	cost-diff	0	(tanh.f64 (/.f64 t y))
	cost-diff	0	(*.f64 y z)
✓	cost-diff	0	(.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))

Rules

764×	`fma-define`
515×	`fmm-def`
402×	`times-frac`
353×	`div-sub`
333×	`associate-*r/`

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	30	534
1	97	522
2	291	522
3	791	450
4	2638	450
5	6505	450

Stop Event

1×	node limit

Calls

Call 1

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

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

localize93.0ms (0.6%)

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
	accuracy	100.0%	(*.f64 y z)
✓	accuracy	100.0%	(-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y))))
	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	86.0%	(.f64 (.f64 y z) (tanh.f64 (/.f64 x y)))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y x))))
	accuracy	100.0%	(*.f64 y z)
✓	accuracy	99.6%	(/.f64 #s(literal 1 binary64) (/.f64 y x))
✓	accuracy	73.5%	(.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y x)))
✓	accuracy	100.0%	(/.f64 x y)
✓	accuracy	100.0%	(+.f64 x (.f64 y (.f64 z (/.f64 x y))))
✓	accuracy	90.2%	(*.f64 z (/.f64 x y))
✓	accuracy	84.5%	(.f64 y (.f64 z (/.f64 x y)))
✓	accuracy	100.0%	(*.f64 z t)
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
	accuracy	100.0%	(*.f64 y z)
	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	87.3%	(.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))

Results

66.0ms

256×

valid

Compiler

Compiled 132 to 24 computations (81.8% saved)

Precisions

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

ival-mult: 13.0ms (36.3% of total)

ival-add: 12.0ms (33.5% of total)

ival-div: 7.0ms (19.6% of total)

ival-tanh: 2.0ms (5.6% of total)

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

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

...in/eval/compile.rkt:70:19: 0.0ms (0% of total)

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

series47.0ms (0.3%)

Counts

13 → 384

Calls

Call 1

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

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

Calls

108 calls:

Time	Variable		Point	Expression
4.0ms	y	@	-inf	(+ x (* (* y z) (tanh (/ t y))))
2.0ms	y	@	0	(* z (/ x y))
1.0ms	y	@	inf	(- x (* (* y z) (tanh (/ x y))))
1.0ms	y	@	-inf	(- x (* (* y z) (tanh (/ x y))))
1.0ms	z	@	inf	(* (* y z) (tanh (/ x y)))

rewrite413.0ms (2.6%)

Algorithm

1×	batch-egg-rewrite

Rules

549×	`log1p-expm1-u`
244×	`associate-r`
226×	`add-cube-cbrt`
226×	`expm1-log1p-u`
225×	`add-exp-log`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	30	374
1	539	362
2	7442	362

Stop Event

1×	node limit

Counts

13 → 417

Calls

Call 1

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

Outputs
(-.f64 (exp.f64 (log1p.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))) #s(literal 1 binary64))
(/.f64 (.f64 (.f64 y z) (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y)))) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))
(/.f64 (.f64 (.f64 y z) (expm1.f64 (/.f64 #s(literal 2 binary64) (/.f64 y t)))) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y))))
(/.f64 (.f64 (.f64 y z) (-.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 t y))))
(/.f64 (.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (/.f64 t y))) (.f64 y z)) (.f64 #s(literal 2 binary64) (cosh.f64 (/.f64 t y))))
(/.f64 (.f64 (expm1.f64 (/.f64 #s(literal 2 binary64) (/.f64 y t))) (.f64 y z)) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal 2 binary64)) (/.f64 t y))))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))) (.f64 y z)) (+.f64 #s(literal 1 binary64) (pow.f64 (exp.f64 #s(literal -2 binary64)) (/.f64 t y))))
(pow.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 (tanh.f64 (/.f64 t y))) (*.f64 y z)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))))
(cbrt.f64 (pow.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))))
(log1p.f64 (expm1.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))))
(exp.f64 (log.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))))
(exp.f64 (.f64 (log.f64 (.f64 (*.f64 y z) (tanh.f64 (/.f64 t y)))) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (*.f64 z t))) #s(literal 1 binary64))
(pow.f64 (*.f64 z t) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (*.f64 z t)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (*.f64 z t) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (*.f64 z t)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (*.f64 z t) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 t) z))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (*.f64 z t))))
(cbrt.f64 (pow.f64 (*.f64 z t) #s(literal 3 binary64)))
(cbrt.f64 (*.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
(cbrt.f64 (*.f64 (pow.f64 t #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))))
(expm1.f64 (log1p.f64 (*.f64 z t)))
(log1p.f64 (expm1.f64 (*.f64 z t)))
(exp.f64 (log.f64 (*.f64 z t)))
(exp.f64 (.f64 (log.f64 (.f64 z t)) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (.f64 y (/.f64 (.f64 z x) y)))) #s(literal 1 binary64))
(/.f64 (*.f64 y z) (/.f64 y x))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 y x) (*.f64 y z)))
(/.f64 (*.f64 y (neg.f64 z)) (/.f64 y (neg.f64 x)))
(/.f64 (/.f64 (*.f64 y z) (sqrt.f64 (/.f64 y x))) (sqrt.f64 (/.f64 y x)))
(/.f64 (/.f64 (*.f64 y z) y) (/.f64 #s(literal 1 binary64) x))
(/.f64 (/.f64 (*.f64 y z) #s(literal 1 binary64)) (/.f64 y x))
(/.f64 (/.f64 (*.f64 y z) (pow.f64 (cbrt.f64 (/.f64 y x)) #s(literal 2 binary64))) (cbrt.f64 (/.f64 y x)))
(/.f64 (.f64 x (.f64 y z)) y)
(/.f64 (.f64 (.f64 y z) x) y)
(/.f64 (.f64 y (.f64 z x)) y)
(/.f64 (.f64 (.f64 y z) #s(literal -1 binary64)) (/.f64 y (neg.f64 x)))
(/.f64 (.f64 (.f64 y z) (neg.f64 x)) (neg.f64 y))
(/.f64 (.f64 (neg.f64 x) (.f64 y z)) (neg.f64 y))
(/.f64 (.f64 (.f64 z x) y) y)
(pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (.f64 y (/.f64 (.f64 z x) y))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (.f64 y (/.f64 (.f64 z x) y))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 y) (/.f64 (*.f64 z x) y)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (.f64 y (/.f64 (.f64 z x) y)))))
(cbrt.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (.f64 y (/.f64 (.f64 z x) y))))
(log1p.f64 (expm1.f64 (.f64 y (/.f64 (.f64 z x) y))))
(exp.f64 (log.f64 (.f64 y (/.f64 (.f64 z x) y))))
(exp.f64 (.f64 (log.f64 (.f64 y (/.f64 (*.f64 z x) y))) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (/.f64 (*.f64 z x) y))) #s(literal 1 binary64))
(/.f64 z (/.f64 y x))
(/.f64 #s(literal 1 binary64) (/.f64 y (*.f64 z x)))
(/.f64 (*.f64 z x) y)
(/.f64 (neg.f64 (*.f64 z x)) (neg.f64 y))
(/.f64 (*.f64 z #s(literal -1 binary64)) (/.f64 y (neg.f64 x)))
(/.f64 (*.f64 z (neg.f64 x)) (neg.f64 y))
(/.f64 (*.f64 #s(literal -1 binary64) z) (/.f64 y (neg.f64 x)))
(/.f64 (*.f64 (neg.f64 x) z) (neg.f64 y))
(/.f64 (/.f64 (*.f64 z x) #s(literal 1 binary64)) y)
(/.f64 (/.f64 (*.f64 z x) (pow.f64 (cbrt.f64 y) #s(literal 2 binary64))) (cbrt.f64 y))
(/.f64 (/.f64 (*.f64 z x) (sqrt.f64 y)) (sqrt.f64 y))
(pow.f64 (/.f64 (*.f64 z x) y) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (/.f64 (*.f64 z x) y)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (/.f64 (*.f64 z x) y) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (/.f64 (*.f64 z x) y)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (/.f64 (*.f64 z x) y) #s(literal 2 binary64)))
(log.f64 (pow.f64 (exp.f64 (/.f64 x y)) z))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (/.f64 (*.f64 z x) y))))
(cbrt.f64 (pow.f64 (/.f64 (*.f64 z x) y) #s(literal 3 binary64)))
(cbrt.f64 (*.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (/.f64 x y) #s(literal 3 binary64))))
(cbrt.f64 (*.f64 (pow.f64 (/.f64 x y) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))))
(expm1.f64 (log1p.f64 (/.f64 (*.f64 z x) y)))
(log1p.f64 (expm1.f64 (/.f64 (*.f64 z x) y)))
(exp.f64 (log.f64 (/.f64 (*.f64 z x) y)))
(exp.f64 (.f64 (log.f64 (/.f64 (.f64 z x) y)) #s(literal 1 binary64)))
(-.f64 (exp.f64 (log1p.f64 (/.f64 x y))) #s(literal 1 binary64))
(*.f64 x (/.f64 #s(literal 1 binary64) y))
(*.f64 (/.f64 x y) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (/.f64 x y))
(*.f64 #s(literal -1 binary64) (/.f64 (neg.f64 x) y))
(*.f64 (cbrt.f64 (/.f64 x y)) (pow.f64 (cbrt.f64 (/.f64 x y)) #s(literal 2 binary64)))
(*.f64 (pow.f64 (cbrt.f64 (/.f64 x y)) #s(literal 2 binary64)) (cbrt.f64 (/.f64 x y)))
(*.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (/.f64 (cbrt.f64 x) y))
(.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (.f64 (cbrt.f64 x) (/.f64 #s(literal 1 binary64) y)))
(*.f64 (sqrt.f64 (/.f64 x y)) (sqrt.f64 (/.f64 x y)))
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(fma.f64 #s(literal 1 binary64) x (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))
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(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))

simplify402.0ms (2.6%)

Algorithm

1×	egg-herbie

Rules

625×	`associate-r`
574×	`fma-define`
313×	`distribute-lft-in`
310×	`distribute-rgt-in`
242×	`*-commutative`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	1015	47913
1	2824	31512

Stop Event

1×	node limit

Counts

801 → 550

Calls

Call 1

Inputs
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(*.f64 t z)
(+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (.f64 t z))
(+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (*.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64)))))
(+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (+.f64 (.f64 t z) (+.f64 (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/6 binary64) (pow.f64 t #s(literal 3 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 4 binary64))) (.f64 #s(literal 1/12 binary64) (pow.f64 t #s(literal 4 binary64))))))) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))))))) (pow.f64 y #s(literal 3 binary64))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1 binary64) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 #s(literal 1/3 binary64) (pow.f64 t #s(literal 3 binary64)))))) (*.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) (pow.f64 y #s(literal 2 binary64))))))
(*.f64 t z)
(+.f64 (.f64 #s(literal 1/2 binary64) (/.f64 (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))) y)) (.f64 t z))
(+.f64 (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64))))) y)) y)) (*.f64 t z))
(+.f64 (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (.f64 #s(literal -1 binary64) (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))) (.f64 #s(literal -1/2 binary64) (pow.f64 t #s(literal 3 binary64)))))) (/.f64 (.f64 z (-.f64 (.f64 #s(literal 1/2 binary64) (+.f64 (.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))) (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 4 binary64))) (+.f64 (.f64 #s(literal 1/12 binary64) (pow.f64 t #s(literal 4 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1/6 binary64) (pow.f64 t #s(literal 3 binary64))) (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64)))))))))))) (+.f64 (.f64 #s(literal 1/4 binary64) (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64))))) (.f64 #s(literal 1/2 binary64) (.f64 t (+.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (.f64 t (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 2 binary64))))))))))) y)) y)) (.f64 #s(literal -1/2 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) (pow.f64 t #s(literal 2 binary64))) (pow.f64 t #s(literal 2 binary64)))))) y)) (.f64 t z))
(.f64 y (.f64 z (-.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 #s(literal 1 binary64) (*.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))))))
(.f64 y (.f64 z (-.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 #s(literal 1 binary64) (*.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))))))
(.f64 y (.f64 z (-.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 #s(literal 1 binary64) (*.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))))))
(.f64 y (.f64 z (-.f64 (/.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y))))) (/.f64 #s(literal 1 binary64) (*.f64 (exp.f64 (/.f64 t y)) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(*.f64 t z)
(.f64 t (+.f64 z (.f64 #s(literal -1/3 binary64) (/.f64 (*.f64 (pow.f64 t #s(literal 2 binary64)) z) (pow.f64 y #s(literal 2 binary64))))))
(.f64 t (+.f64 z (.f64 (pow.f64 t #s(literal 2 binary64)) (+.f64 (.f64 #s(literal -1/3 binary64) (/.f64 z (pow.f64 y #s(literal 2 binary64)))) (.f64 #s(literal 2/15 binary64) (/.f64 (*.f64 (pow.f64 t #s(literal 2 binary64)) z) (pow.f64 y #s(literal 4 binary64))))))))
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(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(/.f64 (.f64 y (.f64 z (-.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))) (+.f64 (exp.f64 (/.f64 t y)) (/.f64 #s(literal 1 binary64) (exp.f64 (/.f64 t y)))))
(*.f64 t z)
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(.f64 #s(literal -1 binary64) (.f64 x (-.f64 (*.f64 #s(literal -1 binary64) z) #s(literal 1 binary64))))
(.f64 #s(literal -1 binary64) (.f64 x (-.f64 (*.f64 #s(literal -1 binary64) z) #s(literal 1 binary64))))
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x
(+.f64 x (*.f64 x z))
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(*.f64 x z)
(.f64 #s(literal -1 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) x) (.f64 #s(literal -1 binary64) (/.f64 x z)))))
(.f64 #s(literal -1 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) x) (.f64 #s(literal -1 binary64) (/.f64 x z)))))
(.f64 #s(literal -1 binary64) (.f64 z (+.f64 (.f64 #s(literal -1 binary64) x) (.f64 #s(literal -1 binary64) (/.f64 x z)))))
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(/.f64 (-.f64 (pow.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (-.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) x))
(pow.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x) #s(literal 2 binary64)))
(log.f64 (exp.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x))))
(cbrt.f64 (pow.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)))
(log1p.f64 (expm1.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)))
(exp.f64 (log.f64 (fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)))
(exp.f64 (.f64 (log.f64 (fma.f64 y (.f64 z (tanh.f64 (/.f64 t y))) x)) #s(literal 1 binary64)))
(fma.f64 y (*.f64 z (tanh.f64 (/.f64 t y))) x)
(fma.f64 (*.f64 y z) (tanh.f64 (/.f64 t y)) x)
(fma.f64 (tanh.f64 (/.f64 t y)) (*.f64 y z) x)
(fma.f64 #s(literal 1 binary64) (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) x)
(fma.f64 #s(literal 1 binary64) x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
(fma.f64 (pow.f64 (cbrt.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) #s(literal 2 binary64)) (cbrt.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
(fma.f64 (sqrt.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) (sqrt.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
(-.f64 (exp.f64 (log1p.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x))) #s(literal 1 binary64))
(-.f64 (/.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 x (.f64 y (/.f64 (.f64 z x) y)))) (/.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64)) (-.f64 x (.f64 y (/.f64 (.f64 z x) y)))))
(.f64 (fma.f64 y (/.f64 (.f64 z x) y) x) #s(literal 1 binary64))
(.f64 #s(literal 1 binary64) (fma.f64 y (/.f64 (.f64 z x) y) x))
(.f64 (cbrt.f64 (fma.f64 y (/.f64 (.f64 z x) y) x)) (pow.f64 (cbrt.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)) #s(literal 2 binary64)))
(.f64 (pow.f64 (cbrt.f64 (fma.f64 y (/.f64 (.f64 z x) y) x)) #s(literal 2 binary64)) (cbrt.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)))
(.f64 (sqrt.f64 (fma.f64 y (/.f64 (.f64 z x) y) x)) (sqrt.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)))
(.f64 (+.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x x (.f64 (.f64 y (/.f64 (.f64 z x) y)) (-.f64 (.f64 y (/.f64 (.f64 z x) y)) x)))))
(.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 y (/.f64 (*.f64 z x) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (.f64 (.f64 y (/.f64 (.f64 z x) y)) (-.f64 (.f64 y (/.f64 (.f64 z x) y)) x))) (+.f64 (pow.f64 (.f64 y (/.f64 (*.f64 z x) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 y (/.f64 (.f64 z x) y))) (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64)))))
(/.f64 (+.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x x (.f64 (.f64 y (/.f64 (.f64 z x) y)) (-.f64 (.f64 y (/.f64 (*.f64 z x) y)) x))))
(/.f64 (+.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 x #s(literal 2 binary64)) (.f64 (.f64 x y) (/.f64 (*.f64 z x) y)))))
(/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64))) (-.f64 x (.f64 y (/.f64 (.f64 z x) y))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (.f64 (.f64 y (/.f64 (.f64 z x) y)) (-.f64 (.f64 y (/.f64 (*.f64 z x) y)) x)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64)))) (neg.f64 (-.f64 x (.f64 y (/.f64 (.f64 z x) y)))))
(/.f64 (-.f64 (pow.f64 (.f64 y (/.f64 (.f64 z x) y)) #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))) (-.f64 (.f64 y (/.f64 (.f64 z x) y)) x))
(pow.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)) #s(literal 3 binary64))
(pow.f64 (pow.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x) #s(literal 2 binary64)))
(log.f64 (exp.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x))))
(cbrt.f64 (pow.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)))
(log1p.f64 (expm1.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)))
(exp.f64 (log.f64 (fma.f64 y (/.f64 (*.f64 z x) y) x)))
(exp.f64 (.f64 (log.f64 (fma.f64 y (/.f64 (.f64 z x) y) x)) #s(literal 1 binary64)))
(fma.f64 y (/.f64 (*.f64 z x) y) x)
(fma.f64 (*.f64 y z) (/.f64 x y) x)
(fma.f64 (/.f64 x y) (*.f64 y z) x)
(fma.f64 (/.f64 (*.f64 z x) y) y x)
(fma.f64 #s(literal 1 binary64) x (.f64 y (/.f64 (.f64 z x) y)))
(fma.f64 #s(literal 1 binary64) (.f64 y (/.f64 (.f64 z x) y)) x)
(fma.f64 (pow.f64 (cbrt.f64 (.f64 y (/.f64 (.f64 z x) y))) #s(literal 2 binary64)) (cbrt.f64 (.f64 y (/.f64 (.f64 z x) y))) x)
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 y (/.f64 (.f64 z x) y)))
(fma.f64 (sqrt.f64 (.f64 y (/.f64 (.f64 z x) y))) (sqrt.f64 (.f64 y (/.f64 (.f64 z x) y))) x)
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 y (/.f64 (.f64 z x) y)))
(+.f64 x (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))
(+.f64 x (.f64 (.f64 (tanh.f64 (/.f64 x y)) (*.f64 y (neg.f64 z))) #s(literal 1 binary64)))
(+.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (fma.f64 (neg.f64 (.f64 z (tanh.f64 (/.f64 x y)))) y (.f64 y (*.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (fma.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (.f64 y z) (.f64 y (*.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (fma.f64 (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))) #s(literal 1 binary64) (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (fma.f64 (.f64 y (neg.f64 z)) (tanh.f64 (/.f64 x y)) (.f64 y (*.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (fma.f64 (neg.f64 (cbrt.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) (pow.f64 (cbrt.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)) (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (fma.f64 (neg.f64 (sqrt.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) (sqrt.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))))
(+.f64 (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))) x)
(.f64 #s(literal 1 binary64) (-.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y))))))
(.f64 (-.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 1 binary64))
(.f64 (cbrt.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) (pow.f64 (cbrt.f64 (-.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))) #s(literal 2 binary64)))
(.f64 (pow.f64 (cbrt.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) #s(literal 2 binary64)) (cbrt.f64 (-.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))))
(.f64 (sqrt.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) (sqrt.f64 (-.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))))
(.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x x (.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))))))
(.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))))
(.f64 (+.f64 (sqrt.f64 x) (sqrt.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) (-.f64 (sqrt.f64 x) (sqrt.f64 (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64))) (fma.f64 x x (.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) (+.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y))))))))
(/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64))) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) (+.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))) #s(literal 2 binary64)))) (neg.f64 (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))))
(/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))) #s(literal 3 binary64))) (+.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (.f64 (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))) (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z)))) (.f64 x (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z)))))))
(/.f64 (-.f64 (pow.f64 x #s(literal 2 binary64)) (.f64 (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))) (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))) (-.f64 x (.f64 (tanh.f64 (/.f64 x y)) (*.f64 y (neg.f64 z)))))
(pow.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 1 binary64))
(pow.f64 (cbrt.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) #s(literal 3 binary64))
(pow.f64 (pow.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 3 binary64)) #s(literal 1/3 binary64))
(pow.f64 (sqrt.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))) #s(literal 2 binary64))
(sqrt.f64 (pow.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 2 binary64)))
(log.f64 (exp.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))))
(log.f64 (+.f64 #s(literal 1 binary64) (expm1.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))))))
(cbrt.f64 (pow.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y))))) #s(literal 3 binary64)))
(expm1.f64 (log1p.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))))
(log1p.f64 (expm1.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))))
(exp.f64 (log.f64 (-.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 x y)))))))
(exp.f64 (.f64 (log.f64 (-.f64 x (.f64 y (*.f64 z (tanh.f64 (/.f64 x y)))))) #s(literal 1 binary64)))
(fma.f64 #s(literal 1 binary64) x (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))
(fma.f64 (pow.f64 (cbrt.f64 x) #s(literal 2 binary64)) (cbrt.f64 x) (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))
(fma.f64 (sqrt.f64 x) (sqrt.f64 x) (.f64 (tanh.f64 (/.f64 x y)) (.f64 y (neg.f64 z))))

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

eval119.0ms (0.8%)

Compiler: Compiled 19097 to 3330 computations (82.6% saved)

prune406.0ms (2.6%)

Pruning

34 alts after pruning (23 fresh and 11 done)

	Pruned	Kept	Total
New	803	10	813
Fresh	5	13	18
Picked	0	5	5
Done	1	6	7
Total	809	34	843

Accuracy

100.0%

Counts

843 → 34

Alt Table

Click to see full alt table

Status	Accuracy	Program
	41.1%	(-.f64 x (.f64 (.f64 y z) (/.f64 x y)))
✓	64.7%	(-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y))))
	58.2%	(+.f64 (-.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 x y)))) (*.f64 z t))
	55.4%	(+.f64 (*.f64 z t) x)
	42.5%	(+.f64 x (/.f64 (/.f64 (*.f64 y z) y) (/.f64 #s(literal 1 binary64) x)))
	51.4%	(+.f64 x (/.f64 (.f64 (-.f64 t x) (.f64 y z)) y))
	35.8%	(+.f64 x (/.f64 (*.f64 y z) (/.f64 y x)))
	35.4%	(+.f64 x (.f64 (.f64 y z) (/.f64 x y)))
	52.2%	(+.f64 x (.f64 (.f64 y z) (/.f64 t y)))
	44.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))))
✓	35.4%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y x))))
✓	61.7%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
✓	91.0%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
	41.1%	(+.f64 x (.f64 (.f64 y z) (*.f64 x (/.f64 #s(literal 1 binary64) (neg.f64 y)))))
✓	76.1%	(+.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))))
	57.5%	(+.f64 x (*.f64 z (-.f64 t x)))
	40.7%	(+.f64 x (*.f64 z x))
✓	96.8%	(+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (*.f64 z (tanh.f64 (/.f64 x y))))))
✓	35.0%	(+.f64 x (.f64 y (.f64 z (/.f64 x y))))
	35.0%	(+.f64 x (.f64 y (.f64 z (*.f64 (/.f64 #s(literal 1 binary64) y) x))))
	52.3%	(+.f64 x (.f64 x (-.f64 (.f64 t (/.f64 z x)) z)))
	69.8%	(+.f64 x (.f64 x (.f64 y (*.f64 (/.f64 z x) (tanh.f64 (/.f64 t y))))))
	28.0%	(.f64 (.f64 z x) (+.f64 (*.f64 (/.f64 y x) (tanh.f64 (/.f64 t y))) #s(literal -1 binary64)))
	13.3%	(*.f64 (neg.f64 x) z)
	56.4%	(.f64 z (-.f64 (/.f64 x z) (.f64 y (tanh.f64 (/.f64 x y)))))
	66.6%	(.f64 z (+.f64 (/.f64 x z) (.f64 y (tanh.f64 (/.f64 t y)))))
✓	16.6%	(*.f64 z t)
	14.8%	(.f64 y (.f64 z (/.f64 t y)))
	42.1%	(.f64 y (.f64 z (+.f64 (neg.f64 (tanh.f64 (/.f64 x y))) (tanh.f64 (/.f64 t y)))))
✓	25.8%	(.f64 y (.f64 z (tanh.f64 (/.f64 t y))))
	63.9%	(.f64 x (-.f64 #s(literal 1 binary64) (.f64 (/.f64 (*.f64 y z) x) (tanh.f64 (/.f64 x y)))))
✓	50.4%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
	9.6%	(fabs.f64 (*.f64 z t))
✓	57.0%	x

Compiler

Compiled 1001 to 449 computations (55.1% saved)

regimes176.0ms (1.1%)

Counts

49 → 2

Calls

Call 1

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

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

Calls

5 calls:

112.0ms	x
18.0ms	t
14.0ms	y
14.0ms	z
14.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
96.9%	1	`x`
99.1%	2	`y`
96.9%	1	`z`
96.9%	1	`t`
96.9%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes23.0ms (0.1%)

Counts

47 → 2

Calls

Call 1

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

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

Calls

1 calls:

13.0ms

Results

Accuracy	Segments	Branch
99.1%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes123.0ms (0.8%)

Counts

44 → 2

Calls

Call 1

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

Calls

5 calls:

56.0ms	t
25.0ms	x
13.0ms	z
12.0ms	y
12.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
91.0%	1	`x`
91.0%	1	`z`
91.0%	1	`t`
98.4%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
98.3%	2	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes57.0ms (0.4%)

Counts

43 → 3

Calls

Call 1

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

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

Calls

4 calls:

14.0ms	z
14.0ms	x
13.0ms	y
12.0ms	t

Results

Accuracy	Segments	Branch
85.9%	3	`x`
84.8%	3	`z`
86.3%	3	`t`
86.9%	3	`y`

Compiler

Compiled 20 to 16 computations (20% saved)

regimes14.0ms (0.1%)

Counts

35 → 2

Calls

Call 1

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

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

Calls

1 calls:

12.0ms

Results

Accuracy	Segments	Branch
85.2%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes29.0ms (0.2%)

Counts

28 → 2

Calls

Call 1

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

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

Calls

3 calls:

9.0ms	x
9.0ms	y
8.0ms	t

Results

Accuracy	Segments	Branch
76.9%	1	`x`
82.1%	3	`t`
84.2%	2	`y`

Compiler

Compiled 15 to 12 computations (20% saved)

regimes36.0ms (0.2%)

Counts

27 → 2

Calls

Call 1

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

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

Calls

4 calls:

9.0ms	x
9.0ms	z
8.0ms	t
8.0ms	y

Results

Accuracy	Segments	Branch
66.9%	3	`x`
65.0%	4	`t`
65.0%	3	`z`
77.4%	2	`y`

Compiler

Compiled 20 to 16 computations (20% saved)

regimes4.0ms (0%)

Counts

8 → 2

Calls

Call 1

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

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

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
68.6%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes5.0ms (0%)

Counts

4 → 2

Calls

Call 1

Inputs
x
(*.f64 z t)
(*.f64 (neg.f64 x) z)
(*.f64 x (-.f64 #s(literal 1 binary64) z))

Outputs
x
(*.f64 x (-.f64 #s(literal 1 binary64) z))

Calls

2 calls:

2.0ms	y
2.0ms	x

Results

Accuracy	Segments	Branch
57.0%	1	`x`
65.0%	2	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes7.0ms (0%)

Counts

3 → 2

Calls

Call 1

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

Outputs
x
(*.f64 z t)

Calls

3 calls:

3.0ms	t
2.0ms	z
2.0ms	y

Results

Accuracy	Segments	Branch
57.0%	1	`t`
57.0%	1	`z`
61.7%	2	`y`

Compiler

Compiled 15 to 12 computations (20% saved)

regimes3.0ms (0%)

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
x

Outputs
x

Calls

2 calls:

1.0ms	t
1.0ms	y

Results

Accuracy	Segments	Branch
57.0%	1	`t`
57.0%	1	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

bsearch17.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
15.0ms	1.910399461801912e+188	3.657066144839558e+192

Results

11.0ms	127×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 294 to 195 computations (33.7% saved)

Precisions

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

ival-mult: 3.0ms (44.1% of total)

ival-div: 2.0ms (29.4% of total)

ival-add: 1.0ms (14.7% of total)

ival-sub: 1.0ms (14.7% of total)

ival-tanh: 1.0ms (14.7% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch17.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
15.0ms	1.910399461801912e+188	3.657066144839558e+192

Results

10.0ms

128×

valid

Compiler

Compiled 294 to 195 computations (33.7% saved)

Precisions

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

ival-div: 2.0ms (34.7% of total)

ival-mult: 2.0ms (34.7% of total)

ival-sub: 1.0ms (17.3% of total)

ival-add: 1.0ms (17.3% of total)

ival-tanh: 1.0ms (17.3% of total)

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

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

bsearch20.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
16.0ms	5.0827868278785627e+163	1.3654883303562458e+170

Results

11.0ms

144×

valid

Compiler

Compiled 310 to 208 computations (32.9% saved)

Precisions

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

ival-div: 2.0ms (30.4% of total)

ival-mult: 2.0ms (30.4% of total)

ival-sub: 1.0ms (15.2% of total)

ival-add: 1.0ms (15.2% of total)

ival-tanh: 1.0ms (15.2% of total)

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

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

bsearch34.0ms (0.2%)

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
17.0ms	2.5525458267167448e+154	5.0827868278785627e+163
14.0ms	2476.6665534150934	3419203.0293393675

Results

21.0ms	270×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 573 to 375 computations (34.6% saved)

Precisions

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

ival-div: 4.0ms (32.5% of total)

ival-mult: 4.0ms (32.5% of total)

ival-tanh: 2.0ms (16.3% of total)

ival-add: 1.0ms (8.1% of total)

ival-sub: 1.0ms (8.1% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch19.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
17.0ms	2.5525458267167448e+154	5.0827868278785627e+163

Results

12.0ms	143×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 265 to 181 computations (31.7% saved)

Precisions

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

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

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

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

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

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

adjust: 0.0ms (0% of total)

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

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

bsearch19.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
17.0ms	2.5525458267167448e+154	5.0827868278785627e+163

Results

12.0ms	143×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 265 to 181 computations (31.7% saved)

Precisions

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

ival-div: 2.0ms (29.5% of total)

ival-mult: 2.0ms (29.5% of total)

ival-add: 1.0ms (14.8% of total)

ival-sub: 1.0ms (14.8% of total)

ival-tanh: 1.0ms (14.8% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch22.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
19.0ms	7.72594233964971e+33	2.950978991137194e+45

Results

14.0ms	157×	0	valid
0.0ms	3×	1	valid

Compiler

Compiled 202 to 149 computations (26.2% saved)

Precisions

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

ival-div: 4.0ms (43.2% of total)

ival-mult: 2.0ms (21.6% of total)

ival-add: 1.0ms (10.8% of total)

ival-sub: 1.0ms (10.8% of total)

ival-tanh: 1.0ms (10.8% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch12.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
11.0ms	1.7750248499759134e+31	1.0462341823195688e+32

Results

7.0ms	95×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 118 to 91 computations (22.9% saved)

Precisions

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

ival-div: 1.0ms (22.7% of total)

ival-mult: 1.0ms (22.7% of total)

ival-tanh: 1.0ms (22.7% of total)

adjust: 0.0ms (0% of total)

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

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

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

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

bsearch31.0ms (0.2%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
29.0ms	2476.6665534150934	3419203.0293393675

Results

10.0ms	125×	0	valid
1.0ms	3×	1	valid

Compiler

Compiled 150 to 123 computations (18% saved)

Precisions

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

ival-div: 2.0ms (33% of total)

ival-mult: 2.0ms (33% of total)

ival-add: 1.0ms (16.5% of total)

ival-sub: 1.0ms (16.5% of total)

ival-tanh: 1.0ms (16.5% of total)

adjust: 0.0ms (0% of total)

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

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

bsearch216.0ms (1.4%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
215.0ms	5.094329687625271e+141	1.2752392313761778e+144

Results

211.0ms	110×	0	valid
0.0ms	2×	1	valid

Compiler

Compiled 120 to 96 computations (20% saved)

Precisions

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

ival-div: 2.0ms (38.4% of total)

ival-add: 1.0ms (19.2% of total)

ival-mult: 1.0ms (19.2% of total)

ival-tanh: 1.0ms (19.2% of total)

adjust: 0.0ms (0% of total)

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

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

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

simplify15.0ms (0.1%)

Algorithm

1×	egg-herbie

Rules

18×	`*-commutative`
18×	`+-commutative`
11×	`sub-neg`
6×	`neg-sub0`
6×	`neg-mul-1`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	82	829
1	124	829
2	142	829
3	153	829
4	159	829
5	160	829

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal 849999999999999990444140233466855797451065010805575959970480697488618751368098416574024964766997820846829702395840479294584083326261050437383551210958993881684780414706246487285522555786493952 binary64)) (fma.f64 y (+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) x) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 3099999999999999860863080983278338782134350588300861843902840758047523181224595044335425779525496530333851690679527248872241434384970490743952682892274408683357973290671591446203826805699248128 binary64)) (+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 z (tanh.f64 (/.f64 x y)))))) (+.f64 x (.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 12999999999999999978174428473070988034211915201459692709412370477024694514817437651744253503342683363339032845227545009809003087230160744672250636316909093679530067886080 binary64)) (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 940000 binary64)) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 t y))))) (if (<=.f64 y #s(literal 6200000000000000354114302683982849149062964813091662894117753264094037615140598095717976140741424708668136123676257964283987059045918632847873226691766648832 binary64)) (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) (+.f64 x (*.f64 z (-.f64 t x)))))
(if (<=.f64 y #s(literal 100000000000000000717623154091016830408061481189160311806712772146250661680488340128266606984576189330386573813296762136260081534229469225952733653677113344 binary64)) (+.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 7600000000000000483246283429849317722377038234110570167912332609151737875186789091269649603024607117056689906005435215666959740495781794641520628675471474688 binary64)) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 t y))))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 16999999999999999651239679083151360 binary64)) x (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 41999999999999995768604662431744 binary64)) x (+.f64 x (*.f64 z t)))
(if (<=.f64 y #s(literal 185000 binary64)) x (*.f64 x (-.f64 #s(literal 1 binary64) z)))
(if (<=.f64 y #s(literal 579999999999999961784794003252362490201755645457816229301414530132176924687879795565393503009847878595500547645010177997874974112219275519328256 binary64)) x (*.f64 z t))
x

Outputs
(if (<=.f64 y #s(literal 849999999999999990444140233466855797451065010805575959970480697488618751368098416574024964766997820846829702395840479294584083326261050437383551210958993881684780414706246487285522555786493952 binary64)) (fma.f64 y (+.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 (neg.f64 (tanh.f64 (/.f64 x y))) z)) x) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 849999999999999990444140233466855797451065010805575959970480697488618751368098416574024964766997820846829702395840479294584083326261050437383551210958993881684780414706246487285522555786493952 binary64)) (fma.f64 y (-.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 z (tanh.f64 (/.f64 x y)))) x) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 3099999999999999860863080983278338782134350588300861843902840758047523181224595044335425779525496530333851690679527248872241434384970490743952682892274408683357973290671591446203826805699248128 binary64)) (+.f64 x (.f64 y (-.f64 (.f64 z (tanh.f64 (/.f64 t y))) (.f64 z (tanh.f64 (/.f64 x y)))))) (+.f64 x (.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 3099999999999999860863080983278338782134350588300861843902840758047523181224595044335425779525496530333851690679527248872241434384970490743952682892274408683357973290671591446203826805699248128 binary64)) (+.f64 x (.f64 y (-.f64 (.f64 (tanh.f64 (/.f64 t y)) z) (.f64 z (tanh.f64 (/.f64 x y)))))) (+.f64 x (.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 12999999999999999978174428473070988034211915201459692709412370477024694514817437651744253503342683363339032845227545009809003087230160744672250636316909093679530067886080 binary64)) (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 940000 binary64)) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 t y))))) (if (<=.f64 y #s(literal 6200000000000000354114302683982849149062964813091662894117753264094037615140598095717976140741424708668136123676257964283987059045918632847873226691766648832 binary64)) (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) (+.f64 x (*.f64 z (-.f64 t x)))))
(if (<=.f64 y #s(literal 940000 binary64)) (+.f64 x (.f64 y (.f64 (tanh.f64 (/.f64 t y)) z))) (if (<=.f64 y #s(literal 6200000000000000354114302683982849149062964813091662894117753264094037615140598095717976140741424708668136123676257964283987059045918632847873226691766648832 binary64)) (+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) (+.f64 x (*.f64 z (-.f64 t x)))))
(if (<=.f64 y #s(literal 100000000000000000717623154091016830408061481189160311806712772146250661680488340128266606984576189330386573813296762136260081534229469225952733653677113344 binary64)) (+.f64 x (.f64 (.f64 y z) (tanh.f64 (/.f64 t y)))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 100000000000000000717623154091016830408061481189160311806712772146250661680488340128266606984576189330386573813296762136260081534229469225952733653677113344 binary64)) (+.f64 x (.f64 (tanh.f64 (/.f64 t y)) (.f64 y z))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 7600000000000000483246283429849317722377038234110570167912332609151737875186789091269649603024607117056689906005435215666959740495781794641520628675471474688 binary64)) (+.f64 x (.f64 y (.f64 z (tanh.f64 (/.f64 t y))))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 7600000000000000483246283429849317722377038234110570167912332609151737875186789091269649603024607117056689906005435215666959740495781794641520628675471474688 binary64)) (+.f64 x (.f64 y (.f64 (tanh.f64 (/.f64 t y)) z))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 16999999999999999651239679083151360 binary64)) x (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 41999999999999995768604662431744 binary64)) x (+.f64 x (*.f64 z t)))
(if (<=.f64 y #s(literal 41999999999999995768604662431744 binary64)) x (+.f64 x (*.f64 t z)))
(if (<=.f64 y #s(literal 185000 binary64)) x (*.f64 x (-.f64 #s(literal 1 binary64) z)))
(if (<=.f64 y #s(literal 579999999999999961784794003252362490201755645457816229301414530132176924687879795565393503009847878595500547645010177997874974112219275519328256 binary64)) x (*.f64 z t))
(if (<=.f64 y #s(literal 579999999999999961784794003252362490201755645457816229301414530132176924687879795565393503009847878595500547645010177997874974112219275519328256 binary64)) x (*.f64 t z))
x

soundness2.8s (17.7%)

Rules

1262×	`log1p-expm1-u`
882×	`fma-define`
570×	`times-frac`
564×	`expm1-log1p-u`
507×	`distribute-lft-in`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1032	79048
1	3232	64774
0	1826	73564
1	5634	72056
0	23	315
1	351	315
2	5141	315
0	86	1108
1	414	1044
2	1256	1016
3	5017	1016
0	1477	64479
1	4214	59430

Stop Event

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

Compiler

Compiled 988 to 267 computations (73% saved)

preprocess233.0ms (1.5%)

Compiler: Compiled 614 to 252 computations (59% saved)

analyze72.0ms (0.5%)

sample1.8s (11.8%)

preprocess163.0ms (1%)

explain168.0ms (1.1%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify70.0ms (0.4%)

localize82.0ms (0.5%)

series150.0ms (1%)

rewrite696.0ms (4.4%)

simplify595.0ms (3.8%)

eval204.0ms (1.3%)

prune208.0ms (1.3%)

simplify54.0ms (0.3%)

localize183.0ms (1.2%)

series293.0ms (1.9%)

rewrite157.0ms (1%)

simplify779.0ms (5%)

eval205.0ms (1.3%)

prune663.0ms (4.2%)

simplify55.0ms (0.4%)

localize664.0ms (4.2%)

series518.0ms (3.3%)

rewrite198.0ms (1.3%)

simplify1.3s (8.1%)

eval386.0ms (2.5%)

prune535.0ms (3.4%)

simplify76.0ms (0.5%)

localize93.0ms (0.6%)

series47.0ms (0.3%)

rewrite413.0ms (2.6%)

simplify402.0ms (2.6%)

eval119.0ms (0.8%)

prune406.0ms (2.6%)

regimes176.0ms (1.1%)

regimes23.0ms (0.1%)

regimes123.0ms (0.8%)

regimes57.0ms (0.4%)

regimes14.0ms (0.1%)

regimes29.0ms (0.2%)

regimes36.0ms (0.2%)

regimes4.0ms (0%)

regimes5.0ms (0%)

regimes7.0ms (0%)

regimes3.0ms (0%)

bsearch17.0ms (0.1%)

bsearch17.0ms (0.1%)

bsearch20.0ms (0.1%)

bsearch34.0ms (0.2%)

bsearch19.0ms (0.1%)

bsearch19.0ms (0.1%)

bsearch22.0ms (0.1%)

bsearch12.0ms (0.1%)

bsearch31.0ms (0.2%)

bsearch216.0ms (1.4%)

simplify15.0ms (0.1%)

soundness2.8s (17.7%)

preprocess233.0ms (1.5%)

end0.0ms (0%)

Profiling