Metrics for SynthBasics:moogVCF from YampaSynth-0.2

analyze106.0ms (0.9%)

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 20 to 13 computations (35% saved)

Precisions

Click to see histograms. Total time spent on operations: 47.0ms

ival-div: 16.0ms (34.4% of total)

ival-mult: 15.0ms (32.2% of total)

ival-tanh: 8.0ms (17.2% of total)

ival-sub: 4.0ms (8.6% of total)

ival-add: 4.0ms (8.6% of total)

const: 1.0ms (2.1% of total)

backward-pass: 0.0ms (0% of total)

sample1.5s (12.1%)

Results

878.0ms	8036×	0	valid
48.0ms	220×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 557.0ms

ival-mult: 179.0ms (32.1% of total)

ival-div: 166.0ms (29.8% of total)

ival-tanh: 103.0ms (18.5% of total)

ival-sub: 49.0ms (8.8% of total)

ival-add: 45.0ms (8.1% of total)

const: 8.0ms (1.4% of total)

backward-pass: 8.0ms (1.4% of total)

Bogosity

preprocess298.0ms (2.5%)

Algorithm

2×	egg-herbie

Rules

3416×	`+-lowering-+.f64`
3416×	`+-lowering-+.f32`
3180×	`-lowering-.f32`
3180×	`-lowering-.f64`
1862×	`sum4-define`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	78	238
1	406	223
2	1245	210
3	5327	210
0	12	15
1	54	14
2	162	14
3	443	14
4	1777	14
0	8982	14

Stop Event

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

Calls

Call 1

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

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

Call 2

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

Outputs
(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
(fma y (* z (- (tanh (/ t y)) (tanh (/ x y)))) x)
(+ (neg x) (* (* y z) (- (tanh (/ t y)) (tanh (/ (neg x) y)))))
(fmsub (* y z) (+ (tanh (/ t y)) (tanh (/ x y))) x)
(+ x (* (* (neg y) z) (- (tanh (/ t (neg y))) (tanh (/ x (neg y))))))
(fma y (* z (- (tanh (/ t y)) (tanh (/ x y)))) x)
(+ x (* (* y (neg z)) (- (tanh (/ t y)) (tanh (/ x y)))))
(fma y (* z (- (tanh (/ x y)) (tanh (/ t y)))) x)
(+ x (* (* y z) (- (tanh (/ (neg t) y)) (tanh (/ x y)))))
(fnmadd y (* z (+ (tanh (/ t y)) (tanh (/ x y)))) x)
(neg (+ (neg x) (* (* y z) (- (tanh (/ t y)) (tanh (/ (neg x) y))))))
(fnmadd y (* z (+ (tanh (/ t y)) (tanh (/ x y)))) x)
(neg (+ x (* (* (neg y) z) (- (tanh (/ t (neg y))) (tanh (/ x (neg y)))))))
(fnmsub y (* z (- (tanh (/ t y)) (tanh (/ x y)))) x)
(neg (+ x (* (* y (neg z)) (- (tanh (/ t y)) (tanh (/ x y))))))
(fnmsub y (* z (- (tanh (/ x y)) (tanh (/ t y)))) x)
(neg (+ x (* (* y z) (- (tanh (/ (neg t) y)) (tanh (/ x y))))))
(fmsub (* y z) (+ (tanh (/ t y)) (tanh (/ x y))) x)
(+ y (* (* x z) (- (tanh (/ t x)) (tanh (/ y x)))))
(fma x (* z (- (tanh (/ t x)) (tanh (/ y x)))) y)
(+ z (* (* y x) (- (tanh (/ t y)) (tanh (/ z y)))))
(fma y (* x (- (tanh (/ t y)) (tanh (/ z y)))) z)
(+ t (* (* y z) (- (tanh (/ x y)) (tanh (/ t y)))))
(fma y (* z (- (tanh (/ x y)) (tanh (/ t y)))) t)
(+ x (* (* z y) (- (tanh (/ t z)) (tanh (/ x z)))))
(fma z (* y (- (tanh (/ t z)) (tanh (/ x z)))) x)
(+ x (* (* t z) (- (tanh (/ y t)) (tanh (/ x t)))))
(fma (* z t) (- (tanh (/ y t)) (tanh (/ x t))) x)
(+ x (* (* y t) (- (tanh (/ z y)) (tanh (/ x y)))))
(fma y (* t (- (tanh (/ z y)) (tanh (/ x y)))) x)

Symmetry

(abs y)

explain240.0ms (2%)

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))))`
1	-	-	`(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))`
0	-	-	`x`
0	-	-	`(*.f64 y z)`
0	-	-	`y`
0	-	-	`(tanh.f64 (/.f64 t y))`
0	-	-	`z`
0	-	-	`(tanh.f64 (/.f64 x y))`
0	-	-	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
0	-	-	`t`
0	-	-	`(/.f64 t y)`
0	-	-	`(/.f64 x y)`

Results

78.0ms	406×	0	valid
43.0ms	90×	2	valid
5.0ms	14×	1	valid
1.0ms	2×	3	valid

Compiler

Compiled 145 to 38 computations (73.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 44.0ms

ival-div: 12.0ms (27% of total)

ival-mult: 11.0ms (24.8% of total)

ival-tanh: 8.0ms (18% of total)

backward-pass: 6.0ms (13.5% of total)

ival-sub: 4.0ms (9% of total)

ival-add: 4.0ms (9% of total)

const: 1.0ms (2.3% of total)

eval0.0ms (0%)

Compiler: Compiled 19 to 12 computations (36.8% saved)

prune1.0ms (0%)

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	91.3%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Compiler

Compiled 19 to 12 computations (36.8% saved)

simplify219.0ms (1.8%)

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Rules

3416×	`+-lowering-+.f64`
3416×	`+-lowering-+.f32`
3180×	`-lowering-.f32`
3180×	`-lowering-.f64`
1862×	`sum4-define`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	12	58
1	54	57
2	162	57
3	443	57
4	1777	57
0	8982	57

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

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

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

localize105.0ms (0.9%)

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(tanh.f64 (/.f64 t y))
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.6%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	91.0%	(.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))))

Results

38.0ms	203×	0	valid
24.0ms	45×	2	valid
8.0ms	7×	1	valid
1.0ms	1×	3	valid

Compiler

Compiled 63 to 13 computations (79.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 24.0ms

ival-div: 6.0ms (25% of total)

backward-pass: 5.0ms (20.8% of total)

ival-mult: 5.0ms (20.8% of total)

ival-tanh: 4.0ms (16.7% of total)

ival-sub: 2.0ms (8.3% of total)

ival-add: 2.0ms (8.3% of total)

const: 0.0ms (0% of total)

series60.0ms (0.5%)

Counts

6 → 204

Calls

Call 1

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

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

Calls

51 calls:

Time	Variable		Point	Expression
9.0ms	t	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
9.0ms	y	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	y	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	t	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))
3.0ms	x	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (tanh (/ x y)))))

rewrite381.0ms (3.1%)

Algorithm

1×	batch-egg-rewrite

Rules

4676×	`-lowering-.f32`
4676×	`-lowering-.f64`
3988×	`/-lowering-/.f32`
3988×	`/-lowering-/.f64`
2132×	`--lowering--.f32`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	12	48
1	91	47
2	896	47
0	8317	47

Stop Event

1×	iter limit
1×	node limit

Counts

6 → 272

Calls

Call 1

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

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

simplify566.0ms (4.7%)

Algorithm

1×	egg-herbie

Rules

3608×	`-lowering-.f32`
3608×	`-lowering-.f64`
3606×	`+-lowering-+.f64`
3606×	`+-lowering-+.f32`
1352×	`fma-define`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	495	9897
1	1835	6884
0	8974	6884

Stop Event

1×	iter limit
1×	node limit

Counts

204 → 204

Calls

Call 1

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

eval121.0ms (1%)

Compiler: Compiled 21924 to 1875 computations (91.4% saved)

prune59.0ms (0.5%)

Pruning

7 alts after pruning (7 fresh and 0 done)

	Pruned	Kept	Total
New	469	7	476
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	470	7	477

Accuracy

100.0%

Counts

477 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	96.3%	(+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z))
	95.6%	(+.f64 x (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y))
▶	40.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 t x) y)))
	61.3%	(+.f64 x (.f64 (.f64 y z) (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))))
▶	57.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
▶	56.0%	(+.f64 x (*.f64 z (-.f64 t x)))
▶	62.3%	x

Compiler

Compiled 210 to 132 computations (37.1% saved)

simplify267.0ms (2.2%)

Algorithm

1×	egg-herbie

Localize:

Found 15 expressions of interest:

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

Rules

4228×	`+-lowering-+.f64`
4228×	`+-lowering-+.f32`
3440×	`-lowering-.f32`
3440×	`-lowering-.f64`
1406×	`--lowering--.f32`

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	22	163
1	80	159
2	237	159
3	685	159
4	2390	158
0	8211	158

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

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

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

localize208.0ms (1.7%)

Localize:

Found 15 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(-.f64 (tanh.f64 (/.f64 t y)) (/.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)) (/.f64 x y))))
✓	accuracy	79.2%	(.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	75.3%	(.f64 (.f64 y z) (/.f64 (-.f64 t x) y))
✓	accuracy	100.0%	(-.f64 t x)
✓	accuracy	100.0%	(*.f64 z (-.f64 t x))
✓	accuracy	100.0%	(+.f64 x (*.f64 z (-.f64 t x)))
✓	accuracy	100.0%	(.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z)
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.6%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	95.1%	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y)

Results

77.0ms	203×	0	valid
76.0ms	45×	2	valid
5.0ms	7×	1	valid
1.0ms	1×	3	valid

Compiler

Compiled 176 to 23 computations (86.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 48.0ms

ival-mult: 15.0ms (31.2% of total)

ival-div: 8.0ms (16.7% of total)

ival-tanh: 7.0ms (14.6% of total)

backward-pass: 6.0ms (12.5% of total)

ival-add: 6.0ms (12.5% of total)

ival-sub: 5.0ms (10.4% of total)

const: 0.0ms (0% of total)

series64.0ms (0.5%)

Counts

16 → 600

Calls

Call 1

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

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

Calls

150 calls:

Time	Variable		Point	Expression
17.0ms	y	@	-inf	(+ x (* (* y z) (- (tanh (/ t y)) (/ x y))))
3.0ms	x	@	inf	(* (- (tanh (/ t y)) (tanh (/ x y))) y)
1.0ms	y	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (/ x y))))
1.0ms	y	@	-inf	(* (- (tanh (/ t y)) (tanh (/ x y))) y)
1.0ms	t	@	inf	(+ x (* (* y z) (- (tanh (/ t y)) (/ x y))))

rewrite409.0ms (3.4%)

Algorithm

1×	batch-egg-rewrite

Rules

3610×	`/-lowering-/.f32`
3610×	`/-lowering-/.f64`
3470×	`-lowering-.f32`
3470×	`-lowering-.f64`
2244×	`+-lowering-+.f64`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	22	133
1	171	129
2	1951	129
0	9645	129

Stop Event

1×	iter limit
1×	node limit

Counts

16 → 521

Calls

Call 1

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

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

simplify423.0ms (3.5%)

Algorithm

1×	egg-herbie

Rules

5944×	`+-lowering-+.f64`
5944×	`+-lowering-+.f32`
3696×	`-lowering-.f32`
3696×	`-lowering-.f64`
1384×	`--lowering--.f32`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	745	17770
1	2714	14129
0	9070	14129

Stop Event

1×	iter limit
1×	node limit

Counts

600 → 600

Calls

Call 1

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

eval257.0ms (2.1%)

Compiler: Compiled 37788 to 3199 computations (91.5% saved)

prune177.0ms (1.5%)

Pruning

24 alts after pruning (22 fresh and 2 done)

	Pruned	Kept	Total
New	1225	22	1247
Fresh	2	0	2
Picked	3	2	5
Done	0	0	0
Total	1230	24	1254

Accuracy

100.0%

Counts

1254 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
	24.4%	(/.f64 (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x))) (.f64 x x)) (-.f64 (*.f64 z (-.f64 t x)) x))
	6.1%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (.f64 x x) (.f64 (/.f64 (.f64 y (.f64 z (-.f64 t x))) y) (-.f64 (/.f64 (.f64 y (.f64 z (-.f64 t x))) y) x))) (+.f64 (.f64 x (.f64 x x)) (/.f64 (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 y (.f64 z (-.f64 t x))))) (.f64 y (.f64 y y))))))
	60.7%	(+.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
	53.7%	(+.f64 x (+.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) (.f64 (.f64 y z) (-.f64 #s(literal 0 binary64) (/.f64 x y)))))
▶	44.0%	(+.f64 x (*.f64 (/.f64 z (/.f64 y (-.f64 t x))) y))
▶	42.5%	(+.f64 x (*.f64 (/.f64 z y) (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 t x)))))
	55.9%	(+.f64 x (*.f64 (/.f64 y y) (/.f64 z (/.f64 #s(literal 1 binary64) (-.f64 t x)))))
	16.5%	(+.f64 x (.f64 (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))))) (/.f64 (.f64 y z) (+.f64 (.f64 t t) (.f64 x (+.f64 x t))))))
	51.2%	(+.f64 x (.f64 (-.f64 t x) (.f64 (/.f64 #s(literal 1 binary64) y) (*.f64 y z))))
	64.8%	(+.f64 x (.f64 (.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z))
▶	95.6%	(+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y))
	46.6%	(+.f64 x (.f64 (.f64 y (*.f64 z (-.f64 t x))) (/.f64 #s(literal 1 binary64) y)))
	21.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 t t) (.f64 x x)) (*.f64 y (+.f64 x t)))))
	39.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 x (neg.f64 y))))
	40.7%	(+.f64 x (.f64 (.f64 y z) (/.f64 #s(literal 1 binary64) (/.f64 y (-.f64 t x)))))
✓	57.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
▶	22.8%	(+.f64 x (.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (.f64 t t) (.f64 x (+.f64 x t))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x)))))))
	35.3%	(+.f64 x (.f64 z (.f64 (-.f64 (.f64 t t) (.f64 x x)) (/.f64 #s(literal 1 binary64) (+.f64 x t)))))
	56.0%	(+.f64 x (*.f64 z t))
	24.4%	(.f64 (-.f64 (.f64 x x) (.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 z (-.f64 t x)))))
	24.8%	(*.f64 z (-.f64 t x))
▶	14.8%	(*.f64 z t)
	51.7%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
✓	62.3%	x

Compiler

Compiled 943 to 521 computations (44.8% saved)

simplify233.0ms (1.9%)

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

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

Rules

2756×	`+-lowering-+.f64`
2756×	`+-lowering-+.f32`
2740×	`-lowering-.f32`
2740×	`-lowering-.f64`
1862×	`fma-define`

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	36	261
1	123	250
2	319	248
3	918	232
4	3425	232
0	8134	232

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

Inputs
(+ x (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y))
x
(* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y)
(* (- (tanh (/ t y)) (tanh (/ x y))) z)
(- (tanh (/ t y)) (tanh (/ x y)))
(tanh (/ t y))
(/ t y)
t
y
(tanh (/ x y))
(/ x y)
z
(* z t)
z
t
(+ x (* (/ z (/ y (- t x))) y))
x
(* (/ z (/ y (- t x))) y)
(/ z (/ y (- t x)))
z
(/ y (- t x))
y
(- t x)
t
(+ x (* (/ z y) (/ y (/ 1 (- t x)))))
x
(* (/ z y) (/ y (/ 1 (- t x))))
(/ z y)
z
y
(/ y (/ 1 (- t x)))
(/ 1 (- t x))
1
(- t x)
t
(+ x (* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))))
x
(* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x))))))
z
(/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))
1
(/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x))))
(+ (* t t) (* x (+ x t)))
(* t t)
t
(* x (+ x t))
(+ x t)
(- (* t (* t t)) (* x (* x x)))
(* t (* t t))
(* x (* x x))
(* x x)

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

localize318.0ms (2.6%)

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.7%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (.f64 t t) (.f64 x (+.f64 x t))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))))
✓	accuracy	97.8%	(+.f64 (.f64 t t) (.f64 x (+.f64 x t)))
✓	accuracy	95.3%	(-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))
✓	accuracy	32.4%	(/.f64 (+.f64 (.f64 t t) (.f64 x (+.f64 x t))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))))
✓	accuracy	100.0%	(/.f64 #s(literal 1 binary64) (-.f64 t x))
✓	accuracy	100.0%	(+.f64 x (*.f64 (/.f64 z y) (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 t x)))))
✓	accuracy	99.7%	(/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 t x)))
✓	accuracy	72.5%	(*.f64 (/.f64 z y) (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 t x))))
✓	accuracy	100.0%	(+.f64 x (*.f64 (/.f64 z (/.f64 y (-.f64 t x))) y))
✓	accuracy	100.0%	(/.f64 y (-.f64 t x))
✓	accuracy	90.8%	(/.f64 z (/.f64 y (-.f64 t x)))
✓	accuracy	81.0%	(*.f64 (/.f64 z (/.f64 y (-.f64 t x))) y)
✓	accuracy	100.0%	(*.f64 z t)
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	99.6%	(-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))
✓	accuracy	98.4%	(*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z)
✓	accuracy	92.9%	(.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y)

Results

145.0ms	203×	0	valid
108.0ms	49×	2	valid
5.0ms	3×	3	valid
1.0ms	1×	1	valid

Compiler

Compiled 306 to 37 computations (87.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 84.0ms

ival-mult: 23.0ms (27.4% of total)

ival-div: 21.0ms (25.1% of total)

ival-add: 16.0ms (19.1% of total)

backward-pass: 14.0ms (16.7% of total)

ival-tanh: 5.0ms (6% of total)

ival-sub: 5.0ms (6% of total)

const: 0.0ms (0% of total)

series62.0ms (0.5%)

Counts

21 → 756

Calls

Call 1

Inputs
#<alt (+ x (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y))>
#<alt (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y)>
#<alt (* (- (tanh (/ t y)) (tanh (/ x y))) z)>
#<alt (- (tanh (/ t y)) (tanh (/ x y)))>
#<alt (* z t)>
#<alt (+ x (* (/ z (/ y (- t x))) y))>
#<alt (* (/ z (/ y (- t x))) y)>
#<alt (/ z (/ y (- t x)))>
#<alt (/ y (- t x))>
#<alt (+ x (* (/ z y) (/ y (/ 1 (- t x)))))>
#<alt (* (/ z y) (/ y (/ 1 (- t x))))>
#<alt (/ y (/ 1 (- t x)))>
#<alt (/ z y)>
#<alt (+ x (* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))))>
#<alt (* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x))))))>
#<alt (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))>
#<alt (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x))))>
#<alt (tanh (/ x y))>
#<alt (/ 1 (- t x))>
#<alt (- (* t (* t t)) (* x (* x x)))>
#<alt (+ (* t t) (* x (+ x t)))>

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

Calls

189 calls:

Time	Variable		Point	Expression
5.0ms	x	@	inf	(+ x (* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))))
3.0ms	x	@	-inf	(+ (* t t) (* x (+ x t)))
3.0ms	x	@	0	(/ y (- t x))
2.0ms	z	@	-inf	(* z t)
1.0ms	z	@	0	(+ x (* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))))

rewrite320.0ms (2.6%)

Algorithm

1×	batch-egg-rewrite

Rules

2742×	`-lowering-.f32`
2742×	`-lowering-.f64`
2436×	`fma-lowering-fma.f32`
2436×	`fma-lowering-fma.f64`
1730×	`prod-diff`

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	36	164
1	285	156
2	2561	132
0	8399	132

Stop Event

1×	iter limit
1×	node limit

Counts

21 → 799

Calls

Call 1

Inputs
(+ x (* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y))
(* (* (- (tanh (/ t y)) (tanh (/ x y))) z) y)
(* (- (tanh (/ t y)) (tanh (/ x y))) z)
(- (tanh (/ t y)) (tanh (/ x y)))
(* z t)
(+ x (* (/ z (/ y (- t x))) y))
(* (/ z (/ y (- t x))) y)
(/ z (/ y (- t x)))
(/ y (- t x))
(+ x (* (/ z y) (/ y (/ 1 (- t x)))))
(* (/ z y) (/ y (/ 1 (- t x))))
(/ y (/ 1 (- t x)))
(/ z y)
(+ x (* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))))
(* z (/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x))))))
(/ 1 (/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x)))))
(/ (+ (* t t) (* x (+ x t))) (- (* t (* t t)) (* x (* x x))))
(tanh (/ x y))
(/ 1 (- t x))
(- (* t (* t t)) (* x (* x x)))
(+ (* t t) (* x (+ x t)))

Outputs
(+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)))
(+.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) x)
(-.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)))) (/.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z)))))
(fma.f64 y (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) x)
(fma.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z) x)
(fma.f64 z (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) x)
(fma.f64 (*.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y x)
(fma.f64 (*.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) x)
(fma.f64 (*.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) z x)
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (.f64 x x) (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) (-.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) x))) (+.f64 (.f64 x (.f64 x x)) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))) (-.f64 (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z)) #s(literal 2 binary64)))))
(/.f64 (+.f64 (.f64 x (.f64 x x)) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 3 binary64))) (+.f64 (.f64 x x) (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) (-.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) x))))
(/.f64 (+.f64 (.f64 x (.f64 x x)) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 2 binary64)) (-.f64 (.f64 x x) (.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 2 binary64))) (-.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (*.f64 y z))))
(/.f64 (neg.f64 (+.f64 (.f64 x (.f64 x x)) (pow.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) #s(literal 3 binary64)))) (neg.f64 (+.f64 (.f64 x x) (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) (-.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z)) x)))))
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simplify504.0ms (4.2%)

Algorithm

1×	egg-herbie

Rules

4372×	`-lowering-.f32`
4372×	`-lowering-.f64`
3696×	`+-lowering-+.f64`
3696×	`+-lowering-+.f32`
1342×	`distribute-lft-in`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	1106	17664
1	3979	14109
0	9254	14109

Stop Event

1×	iter limit
1×	node limit

Counts

756 → 756

Calls

Call 1

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

eval264.0ms (2.2%)

Compiler: Compiled 41301 to 3513 computations (91.5% saved)

prune171.0ms (1.4%)

Pruning

34 alts after pruning (29 fresh and 5 done)

	Pruned	Kept	Total
New	1540	15	1555
Fresh	3	14	17
Picked	2	3	5
Done	0	2	2
Total	1545	34	1579

Accuracy

100.0%

Counts

1579 → 34

Alt Table

Click to see full alt table

Status	Accuracy	Program
	24.4%	(/.f64 (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x))) (.f64 x x)) (-.f64 (*.f64 z (-.f64 t x)) x))
	6.1%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (.f64 x x) (.f64 (/.f64 (.f64 y (.f64 z (-.f64 t x))) y) (-.f64 (/.f64 (.f64 y (.f64 z (-.f64 t x))) y) x))) (+.f64 (.f64 x (.f64 x x)) (/.f64 (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 y (.f64 z (-.f64 t x))))) (.f64 y (.f64 y y))))))
	60.7%	(+.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
	55.9%	(+.f64 x (/.f64 z (/.f64 #s(literal 1 binary64) (-.f64 t x))))
	45.2%	(+.f64 x (/.f64 z (.f64 (/.f64 #s(literal 1 binary64) (.f64 y (-.f64 t x))) y)))
	52.0%	(+.f64 x (/.f64 y (/.f64 y (*.f64 z (-.f64 t x)))))
	51.6%	(+.f64 x (/.f64 y (*.f64 (/.f64 #s(literal 1 binary64) (-.f64 t x)) (/.f64 y z))))
	53.7%	(+.f64 x (+.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) (.f64 (.f64 y z) (-.f64 #s(literal 0 binary64) (/.f64 x y)))))
▶	15.5%	(+.f64 x (.f64 (/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 y (+.f64 (.f64 t t) (*.f64 x (+.f64 x t))))) y))
▶	49.5%	(+.f64 x (.f64 (/.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) y) y))
	14.1%	(+.f64 x (.f64 (/.f64 z (/.f64 (.f64 y (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))))) y))
✓	44.0%	(+.f64 x (*.f64 (/.f64 z (/.f64 y (-.f64 t x))) y))
	43.6%	(+.f64 x (.f64 (/.f64 z y) (.f64 y t)))
	51.2%	(+.f64 x (.f64 (-.f64 t x) (.f64 (/.f64 #s(literal 1 binary64) y) (*.f64 y z))))
▶	64.8%	(+.f64 x (.f64 (.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z))
	31.1%	(+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (.f64 x (+.f64 (/.f64 #s(literal 1 binary64) y) (/.f64 (.f64 #s(literal -1/3 binary64) (.f64 x x)) (.f64 y (*.f64 y y)))))) z) y))
✓	95.6%	(+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y))
	46.6%	(+.f64 x (.f64 (.f64 y (*.f64 z (-.f64 t x))) (/.f64 #s(literal 1 binary64) y)))
	21.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 t t) (.f64 x x)) (*.f64 y (+.f64 x t)))))
	39.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 x (neg.f64 y))))
✓	57.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
	22.0%	(+.f64 x (.f64 z (/.f64 (/.f64 #s(literal 1 binary64) (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))) (/.f64 #s(literal 1 binary64) (-.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x)))))))
	13.5%	(+.f64 x (.f64 z (/.f64 (.f64 (/.f64 #s(literal 1 binary64) (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))) (.f64 (+.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))))) (+.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x))))))
	10.9%	(+.f64 x (.f64 z (/.f64 (.f64 (+.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 (+.f64 (.f64 t t) (.f64 x (+.f64 x t))) (+.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x)))))))
▶	60.4%	(+.f64 x (.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 1 binary64) (/.f64 (+.f64 x (/.f64 (.f64 x x) t)) t)) t))))
	16.9%	(+.f64 x (.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (.f64 x x) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))))))
	51.6%	(+.f64 x (*.f64 z (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) x))))
	35.3%	(+.f64 x (.f64 z (.f64 (-.f64 (.f64 t t) (.f64 x x)) (/.f64 #s(literal 1 binary64) (+.f64 x t)))))
	56.0%	(+.f64 x (*.f64 z t))
	24.4%	(.f64 (-.f64 (.f64 x x) (.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 z (-.f64 t x)))))
	24.8%	(*.f64 z (-.f64 t x))
✓	14.8%	(*.f64 z t)
▶	51.7%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
✓	62.3%	x

Compiler

Compiled 1448 to 769 computations (46.9% saved)

simplify515.0ms (4.3%)

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

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

Rules

3576×	`-lowering-.f32`
3576×	`-lowering-.f64`
2320×	`/-lowering-/.f32`
2320×	`/-lowering-/.f64`
1714×	`sum5-define`

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	41	315
1	131	306
2	368	289
3	1056	277
4	3549	277
5	7736	277
0	8555	277

Stop Event

1×	iter limit
1×	node limit

Calls

Call 1

Inputs
(+ x (* (* (- (/ t y) (tanh (/ x y))) y) z))
x
(* (* (- (/ t y) (tanh (/ x y))) y) z)
(* (- (/ t y) (tanh (/ x y))) y)
(- (/ t y) (tanh (/ x y)))
(/ t y)
t
y
(tanh (/ x y))
(/ x y)
z
(* x (- 1 z))
x
(- 1 z)
1
z
(+ x (* (/ (* z (- 0 x)) y) y))
x
(* (/ (* z (- 0 x)) y) y)
(/ (* z (- 0 x)) y)
(* z (- 0 x))
z
(- 0 x)
0
y
(+ x (* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))))
x
(* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)))
z
(/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))
1
(/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)
(+ 1 (/ (+ x (/ (* x x) t)) t))
(/ (+ x (/ (* x x) t)) t)
(+ x (/ (* x x) t))
(/ (* x x) t)
(* x x)
t
(+ x (* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y))
x
(* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y)
(/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t)))))
(* z (- (* t (* t t)) (* x (* x x))))
z
(- (* t (* t t)) (* x (* x x)))
(* t (* t t))
t
(* t t)
(* x (* x x))
(* x x)
(* y (+ (* t t) (* x (+ x t))))
y
(+ (* t t) (* x (+ x t)))
(* x (+ x t))
(+ x t)

Outputs
(+ x (* (* (- (/ t y) (tanh (/ x y))) y) z))
(+.f64 x (.f64 (-.f64 t (.f64 y (tanh.f64 (/.f64 x y)))) z))
x
(* (* (- (/ t y) (tanh (/ x y))) y) z)
(.f64 (-.f64 t (.f64 y (tanh.f64 (/.f64 x y)))) z)
(* (- (/ t y) (tanh (/ x y))) y)
(-.f64 t (*.f64 y (tanh.f64 (/.f64 x y))))
(- (/ t y) (tanh (/ x y)))
(-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y)))
(/ t y)
(/.f64 t y)
t
y
(tanh (/ x y))
(tanh.f64 (/.f64 x y))
(/ x y)
(/.f64 x y)
z
(* x (- 1 z))
(*.f64 x (-.f64 #s(literal 1 binary64) z))
x
(- 1 z)
(-.f64 #s(literal 1 binary64) z)
1
#s(literal 1 binary64)
z
(+ x (* (/ (* z (- 0 x)) y) y))
(*.f64 x (-.f64 #s(literal 1 binary64) z))
x
(* (/ (* z (- 0 x)) y) y)
(-.f64 #s(literal 0 binary64) (*.f64 x z))
(/ (* z (- 0 x)) y)
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x z)) y)
(* z (- 0 x))
(-.f64 #s(literal 0 binary64) (*.f64 x z))
z
(- 0 x)
(-.f64 #s(literal 0 binary64) x)
0
#s(literal 0 binary64)
y
(+ x (* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))))
(+.f64 x (/.f64 (.f64 t z) (+.f64 #s(literal 1 binary64) (.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 x t)))))
x
(* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)))
(/.f64 (.f64 t z) (+.f64 #s(literal 1 binary64) (.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 x t))))
z
(/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))
(/.f64 t (+.f64 #s(literal 1 binary64) (*.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 x t))))
1
#s(literal 1 binary64)
(/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)
(/.f64 (+.f64 #s(literal 1 binary64) (*.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 x t))) t)
(+ 1 (/ (+ x (/ (* x x) t)) t))
(+.f64 #s(literal 1 binary64) (*.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 x t)))
(/ (+ x (/ (* x x) t)) t)
(*.f64 (+.f64 #s(literal 1 binary64) (/.f64 x t)) (/.f64 x t))
(+ x (/ (* x x) t))
(*.f64 x (+.f64 #s(literal 1 binary64) (/.f64 x t)))
(/ (* x x) t)
(/.f64 (*.f64 x x) t)
(* x x)
(*.f64 x x)
t
(+ x (* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y))
(+.f64 x (/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (+.f64 (.f64 t t) (*.f64 x (+.f64 x t)))))
x
(* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y)
(/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (+.f64 (.f64 t t) (*.f64 x (+.f64 x t))))
(/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t)))))
(/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 y (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))))
(* z (- (* t (* t t)) (* x (* x x))))
(.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x))))
z
(- (* t (* t t)) (* x (* x x)))
(-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))
(* t (* t t))
(.f64 t (.f64 t t))
t
(* t t)
(*.f64 t t)
(* x (* x x))
(.f64 x (.f64 x x))
(* x x)
(*.f64 x x)
(* y (+ (* t t) (* x (+ x t))))
(.f64 y (+.f64 (.f64 t t) (*.f64 x (+.f64 x t))))
y
(+ (* t t) (* x (+ x t)))
(+.f64 (.f64 t t) (.f64 x (+.f64 x t)))
(* x (+ x t))
(*.f64 x (+.f64 x t))
(+ x t)
(+.f64 x t)

localize322.0ms (2.7%)

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	94.0%	(.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x))))
✓	accuracy	88.2%	(.f64 y (+.f64 (.f64 t t) (*.f64 x (+.f64 x t))))
✓	accuracy	81.0%	(.f64 (/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 y (+.f64 (.f64 t t) (*.f64 x (+.f64 x t))))) y)
✓	accuracy	45.9%	(/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 y (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))))
✓	accuracy	98.9%	(/.f64 (+.f64 #s(literal 1 binary64) (/.f64 (+.f64 x (/.f64 (*.f64 x x) t)) t)) t)
✓	accuracy	97.0%	(/.f64 (+.f64 x (/.f64 (*.f64 x x) t)) t)
✓	accuracy	93.9%	(.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 1 binary64) (/.f64 (+.f64 x (/.f64 (.f64 x x) t)) t)) t)))
✓	accuracy	87.5%	(/.f64 (*.f64 x x) t)
✓	accuracy	100.0%	(*.f64 z (-.f64 #s(literal 0 binary64) x))
✓	accuracy	100.0%	(+.f64 x (.f64 (/.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) y) y))
✓	accuracy	92.9%	(/.f64 (*.f64 z (-.f64 #s(literal 0 binary64) x)) y)
✓	accuracy	82.8%	(.f64 (/.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) y) y)
✓	accuracy	100.0%	(-.f64 #s(literal 1 binary64) z)
✓	accuracy	100.0%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
✓	accuracy	100.0%	(+.f64 x (.f64 (.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z))
✓	accuracy	100.0%	(.f64 (.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z)
✓	accuracy	100.0%	(tanh.f64 (/.f64 x y))
✓	accuracy	84.1%	(*.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y)

Results

262.0ms

256×

valid

Compiler

Compiled 369 to 42 computations (88.6% saved)

Precisions

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

ival-mult: 37.0ms (54.7% of total)

ival-div: 14.0ms (20.7% of total)

ival-add: 9.0ms (13.3% of total)

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

ival-tanh: 2.0ms (3% of total)

const: 1.0ms (1.5% of total)

backward-pass: 0.0ms (0% of total)

series111.0ms (0.9%)

Counts

22 → 744

Calls

Call 1

Inputs
#<alt (+ x (* (* (- (/ t y) (tanh (/ x y))) y) z))>
#<alt (* (* (- (/ t y) (tanh (/ x y))) y) z)>
#<alt (* (- (/ t y) (tanh (/ x y))) y)>
#<alt (- (/ t y) (tanh (/ x y)))>
#<alt (* x (- 1 z))>
#<alt (- 1 z)>
#<alt (+ x (* (/ (* z (- 0 x)) y) y))>
#<alt (* (/ (* z (- 0 x)) y) y)>
#<alt (/ (* z (- 0 x)) y)>
#<alt (* z (- 0 x))>
#<alt (+ x (* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))))>
#<alt (* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)))>
#<alt (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))>
#<alt (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)>
#<alt (+ x (* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y))>
#<alt (* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y)>
#<alt (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t)))))>
#<alt (* z (- (* t (* t t)) (* x (* x x))))>
#<alt (tanh (/ x y))>
#<alt (/ (* x x) t)>
#<alt (/ (+ x (/ (* x x) t)) t)>
#<alt (* y (+ (* t t) (* x (+ x t))))>

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

Calls

186 calls:

Time	Variable		Point	Expression
17.0ms	t	@	-inf	(* (- (/ t y) (tanh (/ x y))) y)
16.0ms	y	@	0	(/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t)))))
7.0ms	y	@	inf	(+ x (* (* (- (/ t y) (tanh (/ x y))) y) z))
4.0ms	x	@	-inf	(/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))
4.0ms	x	@	0	(/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t)))))

rewrite329.0ms (2.7%)

Algorithm

1×	batch-egg-rewrite

Rules

3088×	`-lowering-.f32`
3088×	`-lowering-.f64`
2344×	`pow-lowering-pow.f64`
2344×	`pow-lowering-pow.f32`
2204×	`/-lowering-/.f32`

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	41	236
1	313	227
2	3095	223
0	8453	223

Stop Event

1×	iter limit
1×	node limit

Counts

22 → 456

Calls

Call 1

Inputs
(+ x (* (* (- (/ t y) (tanh (/ x y))) y) z))
(* (* (- (/ t y) (tanh (/ x y))) y) z)
(* (- (/ t y) (tanh (/ x y))) y)
(- (/ t y) (tanh (/ x y)))
(* x (- 1 z))
(- 1 z)
(+ x (* (/ (* z (- 0 x)) y) y))
(* (/ (* z (- 0 x)) y) y)
(/ (* z (- 0 x)) y)
(* z (- 0 x))
(+ x (* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))))
(* z (/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)))
(/ 1 (/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t))
(/ (+ 1 (/ (+ x (/ (* x x) t)) t)) t)
(+ x (* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y))
(* (/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t))))) y)
(/ (* z (- (* t (* t t)) (* x (* x x)))) (* y (+ (* t t) (* x (+ x t)))))
(* z (- (* t (* t t)) (* x (* x x))))
(tanh (/ x y))
(/ (* x x) t)
(/ (+ x (/ (* x x) t)) t)
(* y (+ (* t t) (* x (+ x t))))

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

simplify403.0ms (3.3%)

Algorithm

1×	egg-herbie

Rules

4800×	`-lowering-.f32`
4800×	`-lowering-.f64`
3930×	`+-lowering-+.f64`
3930×	`+-lowering-+.f32`
1484×	`distribute-lft-in`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	1137	13430
1	4105	10940
0	9780	10940

Stop Event

1×	iter limit
1×	node limit

Counts

744 → 744

Calls

Call 1

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

eval179.0ms (1.5%)

Compiler: Compiled 30935 to 2989 computations (90.3% saved)

prune181.0ms (1.5%)

Pruning

42 alts after pruning (35 fresh and 7 done)

	Pruned	Kept	Total
New	1186	14	1200
Fresh	3	21	24
Picked	3	2	5
Done	0	5	5
Total	1192	42	1234

Accuracy

100.0%

Counts

1234 → 42

Alt Table

Click to see full alt table

Status	Accuracy	Program
	24.6%	(/.f64 (-.f64 (.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64))) (.f64 x x)) (-.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) x))
	24.4%	(/.f64 (-.f64 (.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x))) (.f64 x x)) (-.f64 (*.f64 z (-.f64 t x)) x))
	17.2%	(/.f64 (+.f64 (.f64 x (.f64 x x)) (.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) (.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64))))) (+.f64 (.f64 x x) (.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) (-.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) x))))
	6.1%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (.f64 x x) (.f64 (/.f64 (.f64 y (.f64 z (-.f64 t x))) y) (-.f64 (/.f64 (.f64 y (.f64 z (-.f64 t x))) y) x))) (+.f64 (.f64 x (.f64 x x)) (/.f64 (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 (.f64 y (.f64 z (-.f64 t x))) (.f64 y (.f64 z (-.f64 t x))))) (.f64 y (.f64 y y))))))
	14.4%	(-.f64 #s(literal 0 binary64) (*.f64 z x))
	60.7%	(+.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x)
	27.6%	(+.f64 (.f64 t z) (.f64 x (+.f64 (-.f64 #s(literal 1 binary64) z) (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 z (.f64 x x))) (.f64 y y)))))
	56.0%	(+.f64 (*.f64 t z) x)
	55.9%	(+.f64 x (/.f64 z (/.f64 #s(literal 1 binary64) (-.f64 t x))))
	45.2%	(+.f64 x (/.f64 z (.f64 (/.f64 #s(literal 1 binary64) (.f64 y (-.f64 t x))) y)))
	52.0%	(+.f64 x (/.f64 y (/.f64 y (*.f64 z (-.f64 t x)))))
	51.6%	(+.f64 x (/.f64 y (*.f64 (/.f64 #s(literal 1 binary64) (-.f64 t x)) (/.f64 y z))))
	53.7%	(+.f64 x (+.f64 (.f64 (.f64 y z) (tanh.f64 (/.f64 t y))) (.f64 (.f64 y z) (-.f64 #s(literal 0 binary64) (/.f64 x y)))))
	10.4%	(+.f64 x (.f64 (/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 y (.f64 t t))) y))
	17.5%	(+.f64 x (.f64 (/.f64 (.f64 z (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) y) (/.f64 y (+.f64 (.f64 t t) (.f64 x (+.f64 x t))))))
	49.5%	(+.f64 x (.f64 (/.f64 (.f64 z x) (neg.f64 y)) y))
	14.1%	(+.f64 x (.f64 (/.f64 z (/.f64 (.f64 y (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))))) y))
✓	44.0%	(+.f64 x (*.f64 (/.f64 z (/.f64 y (-.f64 t x))) y))
	43.6%	(+.f64 x (.f64 (/.f64 z y) (.f64 y t)))
	51.2%	(+.f64 x (.f64 (-.f64 t x) (.f64 (/.f64 #s(literal 1 binary64) y) (*.f64 y z))))
	30.0%	(+.f64 x (.f64 (+.f64 t (.f64 x (+.f64 (/.f64 (.f64 #s(literal 1/3 binary64) (.f64 x x)) (*.f64 y y)) #s(literal -1 binary64)))) z))
✓	64.8%	(+.f64 x (.f64 (.f64 (-.f64 (/.f64 t y) (tanh.f64 (/.f64 x y))) y) z))
✓	95.6%	(+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z) y))
	46.6%	(+.f64 x (.f64 (.f64 y (*.f64 z (-.f64 t x))) (/.f64 #s(literal 1 binary64) y)))
	21.1%	(+.f64 x (.f64 (.f64 y z) (/.f64 (-.f64 (.f64 t t) (.f64 x x)) (*.f64 y (+.f64 x t)))))
	39.5%	(+.f64 x (.f64 (.f64 y z) (/.f64 x (neg.f64 y))))
✓	57.1%	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))
	39.6%	(+.f64 x (.f64 (.f64 t (-.f64 (/.f64 z y) (/.f64 (*.f64 x (/.f64 z t)) y))) y))
	13.5%	(+.f64 x (.f64 z (/.f64 (.f64 (/.f64 #s(literal 1 binary64) (+.f64 (.f64 t t) (.f64 x (+.f64 x t)))) (.f64 (+.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))))) (+.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x))))))
	10.9%	(+.f64 x (.f64 z (/.f64 (.f64 (+.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x))) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))) (.f64 (+.f64 (.f64 t t) (.f64 x (+.f64 x t))) (+.f64 (.f64 t (.f64 t t)) (.f64 x (*.f64 x x)))))))
	50.9%	(+.f64 x (.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 1 binary64) (/.f64 (.f64 x x) (*.f64 t t))) t))))
	16.9%	(+.f64 x (.f64 z (/.f64 #s(literal 1 binary64) (/.f64 (.f64 x x) (-.f64 (.f64 t (.f64 t t)) (.f64 x (.f64 x x)))))))
	51.6%	(+.f64 x (*.f64 z (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) x))))
	33.8%	(+.f64 x (.f64 z (/.f64 #s(literal 1 binary64) (.f64 (.f64 x x) (+.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 x (.f64 t t))) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t)))) (/.f64 #s(literal 1 binary64) (.f64 t (*.f64 x x))))))))
	35.3%	(+.f64 x (.f64 z (.f64 (-.f64 (.f64 t t) (.f64 x x)) (/.f64 #s(literal 1 binary64) (+.f64 x t)))))
	42.4%	(+.f64 x (.f64 z (.f64 (-.f64 #s(literal 0 binary64) (/.f64 x y)) y)))
	24.5%	(.f64 (-.f64 (.f64 x x) (.f64 (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) (.f64 (.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 (*.f64 z (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)))))
	24.4%	(.f64 (-.f64 (.f64 x x) (.f64 (.f64 z (-.f64 t x)) (.f64 z (-.f64 t x)))) (/.f64 #s(literal 1 binary64) (-.f64 x (.f64 z (-.f64 t x)))))
	24.8%	(*.f64 z (-.f64 t x))
✓	14.8%	(*.f64 z t)
✓	51.7%	(*.f64 x (-.f64 #s(literal 1 binary64) z))
✓	62.3%	x

Compiler

Compiled 2067 to 769 computations (62.8% saved)

regimes126.0ms (1%)

Counts

59 → 2

Calls

Call 1

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

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

Calls

5 calls:

20.0ms	t
19.0ms	z
19.0ms	y
18.0ms	x
16.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))

Results

Accuracy	Segments	Branch
96.3%	1	`x`
99.3%	2	`y`
96.3%	1	`z`
96.3%	1	`t`
96.3%	1	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes39.0ms (0.3%)

Counts

57 → 2

Calls

Call 1

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

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

Calls

1 calls:

31.0ms

Results

Accuracy	Segments	Branch
98.9%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes95.0ms (0.8%)

Counts

56 → 2

Calls

Call 1

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

18.0ms	(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))
17.0ms	x
17.0ms	y
17.0ms	z
17.0ms	t

Results

Accuracy	Segments	Branch
91.3%	1	`x`
91.3%	1	`z`
91.3%	1	`t`
97.7%	3	`(+.f64 x (.f64 (.f64 y z) (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))))`
97.7%	2	`y`

Compiler

Compiled 39 to 28 computations (28.2% saved)

regimes95.0ms (0.8%)

Counts

55 → 3

Calls

Call 1

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

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

Calls

4 calls:

32.0ms	x
19.0ms	z
18.0ms	y
16.0ms	t

Results

Accuracy	Segments	Branch
79.3%	3	`x`
70.7%	2	`z`
76.7%	3	`t`
84.8%	3	`y`

Compiler

Compiled 20 to 16 computations (20% saved)

regimes26.0ms (0.2%)

Counts

52 → 3

Calls

Call 1

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

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

Calls

1 calls:

15.0ms

Results

Accuracy	Segments	Branch
84.5%	3	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes19.0ms (0.2%)

Counts

49 → 2

Calls

Call 1

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

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

Calls

1 calls:

16.0ms

Results

Accuracy	Segments	Branch
79.2%	2	`y`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes9.0ms (0.1%)

Counts

7 → 3

Calls

Call 1

Inputs
x
(*.f64 z t)
(*.f64 x (-.f64 #s(literal 1 binary64) z))
(*.f64 z (-.f64 t x))
(+.f64 x (*.f64 z t))
(+.f64 (*.f64 t z) x)
(-.f64 #s(literal 0 binary64) (*.f64 z x))

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

Calls

3 calls:

3.0ms	y
3.0ms	t
3.0ms	x

Results

Accuracy	Segments	Branch
67.7%	4	`t`
69.2%	4	`x`
72.7%	3	`y`

Compiler

Compiled 15 to 12 computations (20% saved)

regimes7.0ms (0.1%)

Counts

4 → 2

Calls

Call 1

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

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

Calls

2 calls:

4.0ms	y
2.0ms	z

Results

Accuracy	Segments	Branch
65.4%	2	`z`
70.6%	2	`y`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes7.0ms (0.1%)

Counts

2 → 3

Calls

Call 1

Inputs
x
(*.f64 z t)

Outputs
x
(*.f64 z t)
x

Calls

4 calls:

2.0ms	x
2.0ms	y
2.0ms	t
1.0ms	z

Results

Accuracy	Segments	Branch
62.3%	1	`t`
62.3%	1	`z`
65.6%	3	`x`
62.3%	1	`y`

Compiler

Compiled 20 to 16 computations (20% saved)

regimes1.0ms (0%)

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

Inputs
x

Outputs
x

Calls

1 calls:

1.0ms

Results

Accuracy	Segments	Branch
62.3%	1	`x`

Compiler

Compiled 5 to 4 computations (20% saved)

bsearch14.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
12.0ms	6.992527432973893e+203	2.1824738292107806e+204

Results

7.0ms

80×

valid

Compiler

Compiled 186 to 123 computations (33.9% saved)

Precisions

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

ival-div: 1.0ms (24.3% of total)

ival-mult: 1.0ms (24.3% of total)

ival-tanh: 1.0ms (24.3% of total)

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

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

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch21.0ms (0.2%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
20.0ms	1.1681681874553748e+183	1.8647920226141318e+183

Results

6.0ms

64×

valid

Compiler

Compiled 154 to 102 computations (33.8% saved)

Precisions

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

ival-div: 1.0ms (29.2% of total)

ival-mult: 1.0ms (29.2% of total)

ival-tanh: 1.0ms (29.2% of total)

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

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

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch9.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
8.0ms	1.1681681874553748e+183	1.8647920226141318e+183

Results

6.0ms

64×

valid

Compiler

Compiled 154 to 102 computations (33.8% saved)

Precisions

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

ival-div: 1.0ms (30.4% of total)

ival-mult: 1.0ms (30.4% of total)

ival-tanh: 1.0ms (30.4% of total)

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

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

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch34.0ms (0.3%)

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
11.0ms	1.1681681874553748e+183	1.8647920226141318e+183
20.0ms	9.239971639936638e-34	3.0835546528200037e-31

Results

20.0ms	182×	0	valid
2.0ms	10×	1	valid

Compiler

Compiled 350 to 234 computations (33.1% saved)

Precisions

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

ival-mult: 6.0ms (44% of total)

ival-div: 3.0ms (22% of total)

ival-tanh: 2.0ms (14.7% of total)

ival-add: 1.0ms (7.3% of total)

ival-sub: 1.0ms (7.3% of total)

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch34.0ms (0.3%)

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
8.0ms	1.1681681874553748e+183	1.8647920226141318e+183
17.0ms	9.239971639936638e-34	3.0835546528200037e-31

Results

17.0ms	186×	0	valid
1.0ms	6×	1	valid

Compiler

Compiled 350 to 234 computations (33.1% saved)

Precisions

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

ival-div: 3.0ms (29.4% of total)

ival-mult: 3.0ms (29.4% of total)

ival-tanh: 2.0ms (19.6% of total)

ival-add: 1.0ms (9.8% of total)

ival-sub: 1.0ms (9.8% of total)

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch15.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
13.0ms	1.2123419944879045e+34	9.631609746565056e+34

Results

8.0ms	89×	0	valid
2.0ms	7×	1	valid

Compiler

Compiled 134 to 96 computations (28.4% saved)

Precisions

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

ival-mult: 2.0ms (36.2% of total)

ival-div: 1.0ms (18.1% of total)

ival-tanh: 1.0ms (18.1% of total)

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

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

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch36.0ms (0.3%)

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
19.0ms	5.1630495037478085e+222	5.835515362938299e+227
13.0ms	7.427514159198923e+86	5.099286538280066e+87

Results

24.0ms	239×	0	valid
0.0ms	1×	1	valid

Compiler

Compiled 302 to 225 computations (25.5% saved)

Precisions

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

ival-div: 4.0ms (32.6% of total)

ival-mult: 4.0ms (32.6% of total)

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

ival-add: 1.0ms (8.2% of total)

ival-sub: 1.0ms (8.2% of total)

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch15.0ms (0.1%)

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
14.0ms	1.2123419944879045e+34	9.631609746565056e+34

Results

10.0ms	90×	0	valid
1.0ms	6×	1	valid

Compiler

Compiled 122 to 96 computations (21.3% saved)

Precisions

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

ival-mult: 2.0ms (37.4% of total)

ival-div: 1.0ms (18.7% of total)

ival-tanh: 1.0ms (18.7% of total)

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

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

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

bsearch34.0ms (0.3%)

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
20.0ms	9.71790388643362e-244	4.1779815045173605e-236
12.0ms	-2.1350252865112457e-173	-5.40786233022424e-174

Results

23.0ms	219×	0	valid
1.0ms	5×	1	valid

Compiler

Compiled 222 to 172 computations (22.5% saved)

Precisions

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

ival-div: 3.0ms (22.6% of total)

ival-mult: 3.0ms (22.6% of total)

ival-add: 2.0ms (15.1% of total)

ival-tanh: 2.0ms (15.1% of total)

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

const: 0.0ms (0% of total)

backward-pass: 0.0ms (0% of total)

simplify14.0ms (0.1%)

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	71	193
1	104	193
2	120	193
3	130	193
4	136	193
5	137	193

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal 1899999999999999909043985968140962345926049327516280615608137086079027724867333387841115843892387946751024993248424271471486165227137643265682135411880666570495518047464404578397736340687452086500769923072 binary64)) (+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z)) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 1499999999999999978860472315184426137264580630270934705393751229477273753118857415668317575145966107833220580031591277031996202215014182641704803744692100169310048910994705948000387072 binary64)) (+.f64 x (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y)) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 1260000000000000057722045241185745000133339349192962970869175441089718520143966234073870010965588572302439790779712023536244310475888811414443727744037216793449126113889473869308231680 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 2454866031454251/11417981541647679048466287755595961091061972992 binary64)) x (if (<=.f64 y #s(literal 1549999999999999923118869363709762288317395678534377869701775139386759964403144117608575792765327551838313190525120626286648939756875250608107271349778610950099467707967712176380051456 binary64)) (+.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x) (+.f64 x (*.f64 z (-.f64 t x)))))
(if (<=.f64 y #s(literal 6942132777321789/730750818665451459101842416358141509827966271488 binary64)) x (if (<=.f64 y #s(literal 1200000000000000077437438472686074715850529028923470037238031493992829711900243438675258119920494188419744593466742210162306337541107468607628458743873495949483895414613165849635192832 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 45999999999999996343539120797122560 binary64)) x (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 749999999999999969562543342262772048618997067236338579752304257355027942213215819137024 binary64)) x (if (<=.f64 y #s(literal 24500000000000000178584625841388308582481630624986173738907074903737905236236249763959294368483484262107055520304931020197043750140005115356359121359797084278312673377112861336337789731359163728708268796607806525982824726528 binary64)) (+.f64 x (.f64 z t)) (.f64 x (-.f64 #s(literal 1 binary64) z))))
(if (<=.f64 y #s(literal 18000000000000000173275662373617664 binary64)) x (*.f64 x (-.f64 #s(literal 1 binary64) z)))
(if (<=.f64 x #s(literal -6683262623470013/1113877103911668754551067286547922686741510866027480451801560673315252726369306002564920119950530126899082595110740822097336109551117050292542153642510306198303709637294986560078826707091456 binary64)) x (if (<=.f64 x #s(literal 3096850691881939/469219801800293764373197355969328553831984974596843971042368711922664472663701981746713137411270711303034626199044091413698918166643890203860091306664994072502482932661931411083539271868071588269998735494868914134645646190292788569954038367952474854129664 binary64)) (*.f64 z t) x))
x

Outputs
(if (<=.f64 y #s(literal 1899999999999999909043985968140962345926049327516280615608137086079027724867333387841115843892387946751024993248424271471486165227137643265682135411880666570495518047464404578397736340687452086500769923072 binary64)) (+.f64 x (.f64 (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) y) z)) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 1899999999999999909043985968140962345926049327516280615608137086079027724867333387841115843892387946751024993248424271471486165227137643265682135411880666570495518047464404578397736340687452086500769923072 binary64)) (+.f64 x (.f64 (.f64 y (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) z)) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 1499999999999999978860472315184426137264580630270934705393751229477273753118857415668317575145966107833220580031591277031996202215014182641704803744692100169310048910994705948000387072 binary64)) (+.f64 x (.f64 (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y)))) y)) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 1499999999999999978860472315184426137264580630270934705393751229477273753118857415668317575145966107833220580031591277031996202215014182641704803744692100169310048910994705948000387072 binary64)) (+.f64 x (.f64 y (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) z))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 1260000000000000057722045241185745000133339349192962970869175441089718520143966234073870010965588572302439790779712023536244310475888811414443727744037216793449126113889473869308231680 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 1260000000000000057722045241185745000133339349192962970869175441089718520143966234073870010965588572302439790779712023536244310475888811414443727744037216793449126113889473869308231680 binary64)) (+.f64 x (.f64 (-.f64 (tanh.f64 (/.f64 t y)) (tanh.f64 (/.f64 x y))) (.f64 y z))) (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 2454866031454251/11417981541647679048466287755595961091061972992 binary64)) x (if (<=.f64 y #s(literal 1549999999999999923118869363709762288317395678534377869701775139386759964403144117608575792765327551838313190525120626286648939756875250608107271349778610950099467707967712176380051456 binary64)) (+.f64 (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y)))) x) (+.f64 x (*.f64 z (-.f64 t x)))))
(if (<=.f64 y #s(literal 2454866031454251/11417981541647679048466287755595961091061972992 binary64)) x (if (<=.f64 y #s(literal 1549999999999999923118869363709762288317395678534377869701775139386759964403144117608575792765327551838313190525120626286648939756875250608107271349778610950099467707967712176380051456 binary64)) (+.f64 x (.f64 y (.f64 z (-.f64 (tanh.f64 (/.f64 t y)) (/.f64 x y))))) (+.f64 x (*.f64 z (-.f64 t x)))))
(if (<=.f64 y #s(literal 6942132777321789/730750818665451459101842416358141509827966271488 binary64)) x (if (<=.f64 y #s(literal 1200000000000000077437438472686074715850529028923470037238031493992829711900243438675258119920494188419744593466742210162306337541107468607628458743873495949483895414613165849635192832 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 45999999999999996343539120797122560 binary64)) x (+.f64 x (*.f64 z (-.f64 t x))))
(if (<=.f64 y #s(literal 749999999999999969562543342262772048618997067236338579752304257355027942213215819137024 binary64)) x (if (<=.f64 y #s(literal 24500000000000000178584625841388308582481630624986173738907074903737905236236249763959294368483484262107055520304931020197043750140005115356359121359797084278312673377112861336337789731359163728708268796607806525982824726528 binary64)) (+.f64 x (.f64 z t)) (.f64 x (-.f64 #s(literal 1 binary64) z))))
(if (<=.f64 y #s(literal 749999999999999969562543342262772048618997067236338579752304257355027942213215819137024 binary64)) x (if (<=.f64 y #s(literal 24500000000000000178584625841388308582481630624986173738907074903737905236236249763959294368483484262107055520304931020197043750140005115356359121359797084278312673377112861336337789731359163728708268796607806525982824726528 binary64)) (+.f64 x (.f64 t z)) (.f64 x (-.f64 #s(literal 1 binary64) z))))
(if (<=.f64 y #s(literal 18000000000000000173275662373617664 binary64)) x (*.f64 x (-.f64 #s(literal 1 binary64) z)))
(if (<=.f64 x #s(literal -6683262623470013/1113877103911668754551067286547922686741510866027480451801560673315252726369306002564920119950530126899082595110740822097336109551117050292542153642510306198303709637294986560078826707091456 binary64)) x (if (<=.f64 x #s(literal 3096850691881939/469219801800293764373197355969328553831984974596843971042368711922664472663701981746713137411270711303034626199044091413698918166643890203860091306664994072502482932661931411083539271868071588269998735494868914134645646190292788569954038367952474854129664 binary64)) (*.f64 z t) x))
(if (<=.f64 x #s(literal -6683262623470013/1113877103911668754551067286547922686741510866027480451801560673315252726369306002564920119950530126899082595110740822097336109551117050292542153642510306198303709637294986560078826707091456 binary64)) x (if (<=.f64 x #s(literal 3096850691881939/469219801800293764373197355969328553831984974596843971042368711922664472663701981746713137411270711303034626199044091413698918166643890203860091306664994072502482932661931411083539271868071588269998735494868914134645646190292788569954038367952474854129664 binary64)) (*.f64 t z) x))
x

soundness2.1s (16.9%)

Rules

5944×	`+-lowering-+.f64`
5944×	`+-lowering-+.f32`
4676×	`-lowering-.f32`
4676×	`-lowering-.f64`
3988×	`/-lowering-/.f32`

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	22	133
1	171	129
2	1951	129
0	9645	129
0	745	17770
1	2714	14129
0	9070	14129
0	495	9897
1	1835	6884
0	8974	6884
0	12	48
1	91	47
2	896	47
0	8317	47

Stop Event

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

Compiler

Compiled 468 to 251 computations (46.4% saved)

preprocess71.0ms (0.6%)

Compiler: Compiled 530 to 226 computations (57.4% saved)

analyze106.0ms (0.9%)

sample1.5s (12.1%)

preprocess298.0ms (2.5%)

explain240.0ms (2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify219.0ms (1.8%)

localize105.0ms (0.9%)

series60.0ms (0.5%)

rewrite381.0ms (3.1%)

simplify566.0ms (4.7%)

eval121.0ms (1%)

prune59.0ms (0.5%)

simplify267.0ms (2.2%)

localize208.0ms (1.7%)

series64.0ms (0.5%)

rewrite409.0ms (3.4%)

simplify423.0ms (3.5%)

eval257.0ms (2.1%)

prune177.0ms (1.5%)

simplify233.0ms (1.9%)

localize318.0ms (2.6%)

series62.0ms (0.5%)

rewrite320.0ms (2.6%)

simplify504.0ms (4.2%)

eval264.0ms (2.2%)

prune171.0ms (1.4%)

simplify515.0ms (4.3%)

localize322.0ms (2.7%)

series111.0ms (0.9%)

rewrite329.0ms (2.7%)

simplify403.0ms (3.3%)

eval179.0ms (1.5%)

prune181.0ms (1.5%)

regimes126.0ms (1%)

regimes39.0ms (0.3%)

regimes95.0ms (0.8%)

regimes95.0ms (0.8%)

regimes26.0ms (0.2%)

regimes19.0ms (0.2%)

regimes9.0ms (0.1%)

regimes7.0ms (0.1%)

regimes7.0ms (0.1%)

regimes1.0ms (0%)

bsearch14.0ms (0.1%)

bsearch21.0ms (0.2%)

bsearch9.0ms (0.1%)

bsearch34.0ms (0.3%)

bsearch34.0ms (0.3%)

bsearch15.0ms (0.1%)

bsearch36.0ms (0.3%)

bsearch15.0ms (0.1%)

bsearch34.0ms (0.3%)

simplify14.0ms (0.1%)

soundness2.1s (16.9%)

preprocess71.0ms (0.6%)

end0.0ms (0%)

Profiling