Metrics for Logistic regression 2

start0.0ms (0%)

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

analyze116.0ms (3.5%)

Memory

21.8MiB live, 118.0MiB allocated; 80ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
50%	50%	50%	0.1%	0%	0%	0%	2
50%	50%	50%	0.1%	0%	0%	0%	3
75%	74.9%	25%	0.1%	0%	0%	0%	4
75%	74.9%	25%	0.1%	0%	0%	0%	5
75%	74.9%	25%	0.1%	0%	0%	0%	6
75%	74.9%	25%	0.1%	0%	0%	0%	7
75%	74.9%	25%	0.1%	0%	0%	0%	8
75%	74.9%	25%	0.1%	0%	0%	0%	9
75%	74.9%	25%	0.1%	0%	0%	0%	10
75%	74.9%	25%	0.1%	0%	0%	0%	11
75%	74.9%	25%	0.1%	0%	0%	0%	12

Compiler

Compiled 11 to 8 computations (27.3% saved)

sample1.8s (55.1%)

Memory

-28.9MiB live, 1 724.0MiB allocated; 1.7s collecting garbage

Samples

573.0ms	8 256×	0	valid
215.0ms	2 657×	1	exit

Precisions

Click to see histograms. Total time spent on operations: 447.0ms

ival-log1p: 158.0ms (35.3% of total)

ival-exp: 108.0ms (24.2% of total)

ival-mult!: 104.0ms (23.3% of total)

adjust: 50.0ms (11.2% of total)

ival-sub!: 28.0ms (6.3% of total)

Bogosity

preprocess53.0ms (1.6%)

Memory

-19.4MiB live, 74.9MiB allocated; 4ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	24	59
1	82	58
2	232	58
3	927	58

Stop Event

1×	node-limit

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.6%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))

Compiler

Compiled 18 to 16 computations (11.1% saved)

series116.0ms (3.6%)

Memory

7.3MiB live, 155.2MiB allocated; 56ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	95	344

Stop Event

1×	iter-limit

Counts

8 → 27

Calls

Call 1

Inputs
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
(log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x)))
(+.f64 #s(literal 1 binary64) (exp.f64 x))
#s(literal 1 binary64)
(exp.f64 x)
x
(*.f64 x y)
y

Outputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))) y))))
#s(approx (log (+ 1 (exp x))) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 #s(literal 1/2 binary64) x)))
#s(approx (log (+ 1 (exp x))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))))
#s(approx (log (+ 1 (exp x))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))))))
#s(approx (+ 1 (exp x)) #s(literal 2 binary64))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 2 binary64) x))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx (exp x) #s(literal 1 binary64))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx x x)
#s(approx (* x y) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x) y)))
#s(approx (log (+ 1 (exp x))) (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 1 binary64) (exp.f64 x)))
#s(approx (exp x) (exp.f64 x))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x)) (.f64 #s(literal -1 binary64) y)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))))
#s(approx y y)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 y (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)) (.f64 #s(literal -1 binary64) x)))))

Calls

6 calls:

Time	Variable	Point
78.0ms	x	inf
22.0ms	x	-inf
4.0ms	y	-inf
3.0ms	y	0
1.0ms	y	inf

rewrite45.0ms (1.4%)

Memory

17.0MiB live, 63.6MiB allocated; 2ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	26
0	13	26
1	62	26
0	559	22

Stop Event

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

Counts

8 → 87

Calls

Call 1

Inputs
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
(log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x)))
(+.f64 #s(literal 1 binary64) (exp.f64 x))
#s(literal 1 binary64)
(exp.f64 x)
x
(*.f64 x y)
y

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

eval20.0ms (0.6%)

Memory: -8.2MiB live, 42.5MiB allocated; 7ms collecting garbage
Compiler: Compiled 1 840 to 444 computations (75.9% saved)

prune6.0ms (0.2%)

Memory

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

Pruning

9 alts after pruning (9 fresh and 0 done)

	Pruned	Kept	Total
New	99	9	108
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	100	9	109

Accuracy

99.7%

Counts

109 → 9

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.6%	(fma.f64 (neg.f64 y) x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
	65.4%	(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 (.f64 y x) y) x) (.f64 y x))) (fma.f64 (.f64 y x) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64))))
	99.6%	(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
▶	88.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
▶	74.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
	80.6%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
▶	99.6%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
	51.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
▶	48.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))

Compiler

Compiled 312 to 232 computations (25.6% saved)

series107.0ms (3.3%)

Memory

5.3MiB live, 238.3MiB allocated; 23ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	264	1366

Stop Event

1×	iter-limit

Counts

30 → 75

Calls

Call 1

Inputs
(fma.f64 (neg.f64 y) x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(neg.f64 y)
y
x
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(exp.f64 x)
#s(literal -1 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
(log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64)))
#s(approx (+ 1 (exp x)) #s(literal 2 binary64))
(*.f64 x y)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
(+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y)))
(.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))
(-.f64 (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)) y)
(+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))
#s(literal 1/2 binary64)
(*.f64 #s(literal 1/8 binary64) x)
#s(literal 1/8 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
(*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x))
(-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)
(/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)
(log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x)))
(+.f64 #s(literal 1 binary64) (exp.f64 x))
#s(literal 1 binary64)

Outputs
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (log.f64 #s(literal 2 binary64)))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal -1 binary64) y)))))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (.f64 #s(literal 1/8 binary64) x))))))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64))))))))))
#s(approx x x)
#s(approx (log (- (exp x) -1)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 #s(literal 1/2 binary64) x)))
#s(approx (log (- (exp x) -1)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))))
#s(approx (log (- (exp x) -1)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))))))
#s(approx (- (exp x) -1) #s(literal 2 binary64))
#s(approx (- (exp x) -1) (+.f64 #s(literal 2 binary64) x))
#s(approx (- (exp x) -1) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (- (exp x) -1) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx (exp x) #s(literal 1 binary64))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))) y))))
#s(approx (* x y) (*.f64 x y))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y)))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y)))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (-.f64 #s(literal 1/2 binary64) y))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (-.f64 (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)) y))
#s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))
#s(approx (+ 1/2 (* 1/8 x)) (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))
#s(approx (* 1/8 x) (*.f64 #s(literal 1/8 binary64) x))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (.f64 y (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64))))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (fma.f64 #s(literal 1/8 binary64) x (.f64 y (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)))))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (fma.f64 x (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))) (.f64 y (-.f64 (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)))))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (log.f64 #s(literal 2 binary64)) y))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y) (.f64 x (fma.f64 #s(literal -1/192 binary64) (/.f64 (pow.f64 x #s(literal 2 binary64)) y) (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) y))))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (/ (log (+ 1 (exp x))) y) (fma.f64 #s(literal 1/2 binary64) (/.f64 x y) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (/ (log (+ 1 (exp x))) y) (fma.f64 x (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (/ (log (+ 1 (exp x))) y) (fma.f64 x (fma.f64 x (fma.f64 #s(literal -1/192 binary64) (/.f64 (pow.f64 x #s(literal 2 binary64)) y) (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) y))) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (*.f64 x (fma.f64 #s(literal -1 binary64) y (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x))))
#s(approx (log (- (exp x) -1)) (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))))
#s(approx (- (exp x) -1) (+.f64 #s(literal 1 binary64) (exp.f64 x)))
#s(approx (exp x) (exp.f64 x))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x) y)))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (*.f64 #s(literal 1/8 binary64) (pow.f64 x #s(literal 2 binary64))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x))) (/.f64 y x))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (*.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (+.f64 #s(literal 1/8 binary64) (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))))) (/.f64 y x))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 x (-.f64 (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x))) (/.f64 y x))))
#s(approx (+ 1/2 (* 1/8 x)) (.f64 x (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x)))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (*.f64 #s(literal -1 binary64) x))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)) #s(literal 1 binary64))))
#s(approx (/ (log (+ 1 (exp x))) y) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (.f64 #s(literal -1 binary64) (.f64 x (+.f64 y (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x)) (.f64 #s(literal -1 binary64) y)))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal -1 binary64) (/.f64 (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal 1/2 binary64) y) (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))) x)))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (*.f64 #s(literal -1 binary64) (/.f64 (-.f64 #s(literal 1/2 binary64) y) x)) #s(literal 1/8 binary64)))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)))))))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))))
#s(approx (neg y) (*.f64 #s(literal -1 binary64) y))
#s(approx y y)
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (+.f64 (log.f64 #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (*.f64 #s(literal 1/8 binary64) x))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))) y))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (*.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 y (fma.f64 #s(literal -1 binary64) x (+.f64 (/.f64 (log.f64 #s(literal 2 binary64)) y) (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y)))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 y (-.f64 (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 y (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)) (.f64 #s(literal -1 binary64) x)))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))) y))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y))))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal -1 binary64) (/.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))))

Calls

6 calls:

Time	Variable	Point
39.0ms	y	inf
16.0ms	y	0
14.0ms	y	-inf
14.0ms	x	inf
11.0ms	x	-inf

rewrite94.0ms (2.9%)

Memory

-23.2MiB live, 167.5MiB allocated; 8ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	185
0	55	185
1	259	185
0	2402	158

Stop Event

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

Counts

30 → 412

Calls

Call 1

Inputs
(fma.f64 (neg.f64 y) x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(neg.f64 y)
y
x
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(exp.f64 x)
#s(literal -1 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
(log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64)))
#s(approx (+ 1 (exp x)) #s(literal 2 binary64))
(*.f64 x y)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
(+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y)))
(.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))
(-.f64 (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)) y)
(+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))
#s(literal 1/2 binary64)
(*.f64 #s(literal 1/8 binary64) x)
#s(literal 1/8 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
(*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x))
(-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)
(/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)
(log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x)))
(+.f64 #s(literal 1 binary64) (exp.f64 x))
#s(literal 1 binary64)

Outputs
(.f64 (.f64 (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 x (neg.f64 y))) #s(literal 1 binary64)) x) (neg.f64 y))
(.f64 (.f64 (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 x (neg.f64 y))) #s(literal 1 binary64)) (neg.f64 y)) x)
(.f64 (+.f64 #s(literal 1 binary64) (/.f64 (.f64 x (neg.f64 y)) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (.f64 x (neg.f64 y)))) (*.f64 x (neg.f64 y)))
(.f64 (-.f64 (.f64 (.f64 (.f64 x y) x) y) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))))
(.f64 (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (.f64 x (neg.f64 y))) #s(literal 1 binary64)) (*.f64 x (neg.f64 y)))
(.f64 (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (.f64 x y) x) y)) (/.f64 #s(literal 1 binary64) (fma.f64 x y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
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(.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(.f64 (-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (.f64 x y)) (/.f64 #s(literal 1 binary64) y))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 y))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) #s(literal 1 binary64)) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(/.f64 (+.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (pow.f64 (neg.f64 x) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (-.f64 (.f64 x x) (.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 x)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (*.f64 x x))) (neg.f64 (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (.f64 (.f64 x x) x))) (neg.f64 (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))))
(/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (*.f64 x y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(/.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (*.f64 x x)) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x))
(/.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (.f64 (.f64 x x) x)) (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))))
(/.f64 (-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 x y)) y)
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x) (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (*.f64 x x))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))) (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (.f64 (.f64 x x) x))))
(neg.f64 (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)))
(fma.f64 (/.f64 #s(literal 1 binary64) y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (neg.f64 x))
(fma.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 y)) (neg.f64 x))
(fma.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (/.f64 #s(literal 1 binary64) y) (neg.f64 x))
(fma.f64 #s(literal 1 binary64) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 x))
(fma.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 x))
(-.f64 (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)) (/.f64 (*.f64 x x) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(-.f64 (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))) (/.f64 (.f64 (.f64 x x) x) (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))))
(-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 (neg.f64 x)))
(-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)
(+.f64 (neg.f64 x) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))
(+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 x))
(*.f64 (/.f64 #s(literal 1 binary64) y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(*.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 y)))
(*.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (/.f64 #s(literal 1 binary64) y))
(*.f64 #s(literal 1 binary64) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))
(*.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(pow.f64 (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) #s(literal -1 binary64))
(/.f64 (*.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 1 binary64)) y)
(/.f64 (neg.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 (neg.f64 y)))
(/.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (neg.f64 y))
(/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(neg.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (neg.f64 y)))
(neg.f64 (/.f64 #s(literal -1 binary64) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(neg.f64 (/.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y))
(log1p.f64 (neg.f64 (neg.f64 (exp.f64 x))))
(log1p.f64 (exp.f64 x))
(-.f64 (log.f64 (neg.f64 (expm1.f64 (+.f64 x x)))) (log.f64 (neg.f64 (expm1.f64 x))))
(-.f64 (log.f64 (expm1.f64 (+.f64 x x))) (log.f64 (expm1.f64 x)))
(-.f64 (log.f64 (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))) (log.f64 (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64))))
(-.f64 (log.f64 (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))) (log.f64 (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x)))))
(+.f64 (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x)))) (log.f64 (exp.f64 x)))
(+.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 0 binary64))
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(.f64 (.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)) #s(literal -1 binary64)) #s(literal -1 binary64))
(*.f64 (+.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (exp.f64 x))) (exp.f64 x))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (exp.f64 x)) #s(literal 1 binary64))) #s(literal 1 binary64))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))) (exp.f64 x))
(*.f64 (neg.f64 (expm1.f64 (+.f64 x x))) (/.f64 #s(literal 1 binary64) (neg.f64 (expm1.f64 x))))
(*.f64 (expm1.f64 (+.f64 x x)) (/.f64 #s(literal 1 binary64) (expm1.f64 x)))
(.f64 (-.f64 (exp.f64 (.f64 x #s(literal 3 binary64))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x)))))
(.f64 (-.f64 (exp.f64 (.f64 x #s(literal 3 binary64))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64))))
(*.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(*.f64 (exp.f64 x) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (neg.f64 (exp.f64 x)) #s(literal 3 binary64))) (+.f64 #s(literal 1 binary64) (+.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 1 binary64) (neg.f64 (exp.f64 x))))))
(/.f64 (neg.f64 (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))) (neg.f64 (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64))))
(/.f64 (neg.f64 (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))) (neg.f64 (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x)))))
(/.f64 (neg.f64 (expm1.f64 (+.f64 x x))) (neg.f64 (expm1.f64 x)))
(/.f64 (expm1.f64 (+.f64 x x)) (neg.f64 (neg.f64 (expm1.f64 x))))
(/.f64 (expm1.f64 (+.f64 x x)) (expm1.f64 x))
(/.f64 (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64)) (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64)))
(/.f64 (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64)) (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x))))
(/.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)) #s(literal 1 binary64))
(/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 (expm1.f64 x)) (neg.f64 (expm1.f64 (+.f64 x x)))))
(/.f64 #s(literal 1 binary64) (/.f64 (expm1.f64 x) (expm1.f64 (+.f64 x x))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64)) (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x))) (-.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))))
(neg.f64 (*.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)) #s(literal -1 binary64)))
(neg.f64 (-.f64 (neg.f64 (exp.f64 x)) #s(literal 1 binary64)))
(neg.f64 (-.f64 #s(literal -1 binary64) (exp.f64 x)))
(fma.f64 (+.f64 #s(literal 1 binary64) (/.f64 (sinh.f64 x) (cosh.f64 x))) (cosh.f64 x) #s(literal 1 binary64))
(fma.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))) (cosh.f64 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))) (sinh.f64 x)))
(fma.f64 (cosh.f64 x) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))) (*.f64 (sinh.f64 x) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x)))))
(fma.f64 #s(literal 1 binary64) (exp.f64 x) #s(literal 1 binary64))
(fma.f64 #s(literal -1 binary64) (*.f64 #s(literal -1 binary64) (exp.f64 x)) #s(literal 1 binary64))
(fma.f64 (exp.f64 x) #s(literal 1 binary64) #s(literal 1 binary64))
(-.f64 (/.f64 #s(literal 1 binary64) (neg.f64 (expm1.f64 x))) (/.f64 (exp.f64 (+.f64 x x)) (neg.f64 (expm1.f64 x))))
(-.f64 (/.f64 (exp.f64 (+.f64 x x)) (expm1.f64 x)) (/.f64 #s(literal 1 binary64) (expm1.f64 x)))
(-.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal -1 binary64) (+.f64 (neg.f64 (expm1.f64 x)) (exp.f64 (+.f64 x x)))))
(-.f64 #s(literal 1 binary64) (neg.f64 (exp.f64 x)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(+.f64 (+.f64 #s(literal 1 binary64) (cosh.f64 x)) (sinh.f64 x))
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))) (cosh.f64 x)) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x))) (sinh.f64 x)))
(+.f64 (.f64 (cosh.f64 x) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x)))) (.f64 (sinh.f64 x) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (exp.f64 x)))))
(+.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 (exp.f64 x) (expm1.f64 x) #s(literal 1 binary64))))
(+.f64 (cosh.f64 x) (+.f64 (sinh.f64 x) #s(literal 1 binary64)))
(+.f64 (cosh.f64 x) (-.f64 (sinh.f64 x) #s(literal -1 binary64)))
(+.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (exp.f64 x))))
(+.f64 #s(literal 1 binary64) (exp.f64 x))
(+.f64 (exp.f64 x) #s(literal 1 binary64))
#s(literal 1 binary64)

eval60.0ms (1.8%)

Memory: 22.8MiB live, 168.5MiB allocated; 19ms collecting garbage
Compiler: Compiled 11 697 to 1 909 computations (83.7% saved)

prune12.0ms (0.4%)

Memory

-5.6MiB live, 41.7MiB allocated; 2ms collecting garbage

Pruning

9 alts after pruning (7 fresh and 2 done)

	Pruned	Kept	Total
New	438	6	444
Fresh	3	1	4
Picked	3	2	5
Done	0	0	0
Total	444	9	453

Accuracy

99.7%

Counts

453 → 9

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	88.8%	(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
▶	99.6%	(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
✓	88.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
	65.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
▶	80.6%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
▶	52.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
	88.7%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
▶	51.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
✓	48.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))

Compiler

Compiled 337 to 249 computations (26.1% saved)

series47.0ms (1.4%)

Memory

-30.4MiB live, 112.9MiB allocated; 10ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	258	1338

Stop Event

1×	iter-limit

Counts

31 → 74

Calls

Call 1

Inputs
(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(exp.f64 x)
x
#s(literal -1 binary64)
(*.f64 y x)
y
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (*.f64 #s(literal -1 binary64) x))
(*.f64 #s(literal -1 binary64) x)
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
(neg.f64 y)
(log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64)))
#s(approx (- (exp x) -1) #s(literal 2 binary64))
#s(literal 2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
(+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y)))
(log.f64 #s(literal 2 binary64))
(.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))
(-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y)
#s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))
#s(literal 1/2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
(+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))
(.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))
(+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))
(*.f64 #s(literal 1/8 binary64) x)
#s(literal 1/8 binary64)

Outputs
#s(approx (- (log (- (exp x) -1)) (* y x)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (- (exp x) -1)) (* y x)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (- (exp x) -1)) (* y x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
#s(approx (- (log (- (exp x) -1)) (* y x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))) y))))
#s(approx (log (- (exp x) -1)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 #s(literal 1/2 binary64) x)))
#s(approx (log (- (exp x) -1)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))))
#s(approx (log (- (exp x) -1)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))))))
#s(approx (- (exp x) -1) #s(literal 2 binary64))
#s(approx (- (exp x) -1) (+.f64 #s(literal 2 binary64) x))
#s(approx (- (exp x) -1) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (- (exp x) -1) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx (exp x) #s(literal 1 binary64))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx x x)
#s(approx (* y x) (*.f64 x y))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (.f64 y (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64))))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (fma.f64 #s(literal 1/8 binary64) x (.f64 y (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)))))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (fma.f64 x (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))) (.f64 y (-.f64 (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)))))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (log.f64 #s(literal 2 binary64)) y))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y) (.f64 x (fma.f64 #s(literal -1/192 binary64) (/.f64 (pow.f64 x #s(literal 2 binary64)) y) (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) y))))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (* -1 x) (*.f64 #s(literal -1 binary64) x))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal -1 binary64) y)))))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (.f64 #s(literal 1/8 binary64) x))))))
#s(approx (+ (* (neg y) x) (log (- (exp x) -1))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64))))))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y)))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y)))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (-.f64 #s(literal 1/2 binary64) y))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (-.f64 (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)) y))
#s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))
#s(approx (+ 1/2 (* 1/8 x)) (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))
#s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x))
#s(approx (* x (+ 1/2 (* 1/8 x))) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))
#s(approx (* 1/8 x) (*.f64 #s(literal 1/8 binary64) x))
#s(approx (- (log (- (exp x) -1)) (* y x)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (- (exp x) -1)) (* y x)) (*.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x) y)))
#s(approx (log (- (exp x) -1)) (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))))
#s(approx (- (exp x) -1) (+.f64 #s(literal 1 binary64) (exp.f64 x)))
#s(approx (exp x) (exp.f64 x))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (*.f64 x (fma.f64 #s(literal -1 binary64) y (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)) #s(literal 1 binary64))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (*.f64 #s(literal 1/8 binary64) (pow.f64 x #s(literal 2 binary64))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x))) (/.f64 y x))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (*.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (+.f64 #s(literal 1/8 binary64) (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))))) (/.f64 y x))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 x (-.f64 (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x))) (/.f64 y x))))
#s(approx (+ 1/2 (* 1/8 x)) (.f64 x (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x)))))
#s(approx (* x (+ 1/2 (* 1/8 x))) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x)))))
#s(approx (- (log (- (exp x) -1)) (* y x)) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x)) (.f64 #s(literal -1 binary64) y)))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (.f64 #s(literal -1 binary64) (.f64 x (+.f64 y (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x))))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)))))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal -1 binary64) (/.f64 (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal 1/2 binary64) y) (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))) x)))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (*.f64 #s(literal -1 binary64) (/.f64 (-.f64 #s(literal 1/2 binary64) y) x)) #s(literal 1/8 binary64)))))
#s(approx (- (log (- (exp x) -1)) (* y x)) (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))))
#s(approx y y)
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))) y))
#s(approx (neg y) (*.f64 #s(literal -1 binary64) y))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (+.f64 (log.f64 #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (*.f64 #s(literal 1/8 binary64) x))))
#s(approx (- (log (- (exp x) -1)) (* y x)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (*.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 y (fma.f64 #s(literal -1 binary64) x (+.f64 (/.f64 (log.f64 #s(literal 2 binary64)) y) (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y)))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 y (-.f64 (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64))))
#s(approx (- (log (- (exp x) -1)) (* y x)) (.f64 #s(literal -1 binary64) (.f64 y (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)) (.f64 #s(literal -1 binary64) x)))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))) y))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y))))))
#s(approx (- (+ 1/2 (* 1/8 x)) y) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal -1 binary64) (/.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))))

Calls

6 calls:

Time	Variable	Point
10.0ms	x	inf
9.0ms	x	-inf
6.0ms	y	0
4.0ms	y	-inf
4.0ms	y	inf

rewrite99.0ms (3%)

Memory

42.0MiB live, 177.9MiB allocated; 13ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	260
0	65	256
1	315	256
0	2692	225

Stop Event

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

Counts

31 → 308

Calls

Call 1

Inputs
(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(exp.f64 x)
x
#s(literal -1 binary64)
(*.f64 y x)
y
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (*.f64 #s(literal -1 binary64) x))
(*.f64 #s(literal -1 binary64) x)
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
(neg.f64 y)
(log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64)))
#s(approx (- (exp x) -1) #s(literal 2 binary64))
#s(literal 2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
(+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y)))
(log.f64 #s(literal 2 binary64))
(.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))
(-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y)
#s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))
#s(literal 1/2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
(+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))
(.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))
(+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))
(*.f64 #s(literal 1/8 binary64) x)
#s(literal 1/8 binary64)

Outputs
(.f64 (+.f64 #s(literal 1 binary64) (/.f64 (.f64 (neg.f64 y) x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(.f64 (-.f64 #s(literal 1 binary64) (/.f64 (.f64 y x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (.f64 y x) y) x)) (/.f64 #s(literal 1 binary64) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 x x) x) (.f64 (.f64 y y) y))) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 y x) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)))))
(.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 y x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (*.f64 y x) y) x))) (neg.f64 (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 x x) x) (.f64 (.f64 y y) y)))) (neg.f64 (fma.f64 (.f64 y x) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (*.f64 y x) y) x)) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 x x) x) (.f64 (.f64 y y) y))) (+.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)) (-.f64 (.f64 (.f64 (.f64 y x) y) x) (.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (.f64 (neg.f64 y) x)))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 x x) x) (.f64 (.f64 y y) y))) (fma.f64 (.f64 y x) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (*.f64 y x) y) x))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 y x) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64))) (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 x x) x) (.f64 (.f64 y y) y)))))
(neg.f64 (-.f64 (*.f64 y x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(fma.f64 (neg.f64 x) y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(fma.f64 (neg.f64 y) x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(fma.f64 y (neg.f64 x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(fma.f64 #s(literal -1 binary64) (*.f64 y x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
(fma.f64 x (*.f64 #s(literal -1 binary64) y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
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#s(literal 1/8 binary64)

eval58.0ms (1.8%)

Memory: -12.3MiB live, 127.1MiB allocated; 21ms collecting garbage
Compiler: Compiled 11 004 to 1 525 computations (86.1% saved)

prune14.0ms (0.4%)

Memory

-7.5MiB live, 38.7MiB allocated; 3ms collecting garbage

Pruning

10 alts after pruning (6 fresh and 4 done)

	Pruned	Kept	Total
New	361	4	365
Fresh	0	2	2
Picked	3	2	5
Done	0	2	2
Total	364	10	374

Accuracy

99.7%

Counts

374 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	88.8%	(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
✓	99.6%	(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
✓	88.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
	57.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (-.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 (-.f64 y #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64))) x) #s(literal 3 binary64))) (fma.f64 (log.f64 #s(literal 2 binary64)) (log.f64 #s(literal 2 binary64)) (fma.f64 (.f64 (.f64 (-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y) x) x) (-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y) (.f64 (log.f64 #s(literal 2 binary64)) (.f64 (-.f64 y #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))) x))))))
▶	65.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
▶	52.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
▶	49.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
▶	51.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
▶	88.7%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
✓	48.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))

Compiler

Compiled 475 to 293 computations (38.3% saved)

series96.0ms (2.9%)

Memory

41.7MiB live, 225.7MiB allocated; 28ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	391	2372

Stop Event

1×	iter-limit

Counts

40 → 97

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
(*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x))
y
(-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)
(/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y)
(log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64))))
(+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))
#s(literal 1 binary64)
#s(approx (exp x) #s(literal 1 binary64))
x
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
(*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y)
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x))
(neg.f64 x)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x))))
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))
#s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x))
(*.f64 #s(literal 1/2 binary64) x)
#s(literal 1/2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
(+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x)))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))
(*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x)
(fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64))
#s(literal 1/8 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x))
(.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y)
(-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (*.f64 x x))
(pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))
(/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(exp.f64 x)
#s(literal -1 binary64)
(*.f64 x x)
(+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)

Outputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))) y))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (.f64 y (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64))))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (fma.f64 #s(literal 1/8 binary64) x (.f64 y (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)))))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (fma.f64 x (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))) (.f64 y (-.f64 (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)))))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (log.f64 #s(literal 2 binary64)) y))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (fma.f64 x (-.f64 (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y) (.f64 x (fma.f64 #s(literal -1/192 binary64) (/.f64 (pow.f64 x #s(literal 2 binary64)) y) (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) y))))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (/ (log (+ 1 (exp x))) y) (fma.f64 #s(literal 1/2 binary64) (/.f64 x y) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (/ (log (+ 1 (exp x))) y) (fma.f64 x (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (/ (log (+ 1 (exp x))) y) (fma.f64 x (fma.f64 x (fma.f64 #s(literal -1/192 binary64) (/.f64 (pow.f64 x #s(literal 2 binary64)) y) (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) y))) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (log (+ 1 (exp x))) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 #s(literal 1/2 binary64) x)))
#s(approx (log (+ 1 (exp x))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)))))
#s(approx (log (+ 1 (exp x))) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 x (+.f64 #s(literal 1/8 binary64) (*.f64 #s(literal -1/192 binary64) (pow.f64 x #s(literal 2 binary64)))))))))
#s(approx (+ 1 (exp x)) #s(literal 2 binary64))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 2 binary64) x))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 2 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx (exp x) #s(literal 1 binary64))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) x)))))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/6 binary64) x)))))))
#s(approx x x)
#s(approx (neg x) (*.f64 #s(literal -1 binary64) x))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y)))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y)))
#s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x))
#s(approx (* x (+ 1/2 (* 1/8 x))) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))
#s(approx (+ (* 1/8 x) 1/2) #s(literal 1/2 binary64))
#s(approx (+ (* 1/8 x) 1/2) (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))
#s(approx (/ (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (+ (/ (log (- (exp x) -1)) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(literal 1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))))))
#s(approx (/ (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (+ (/ (log (- (exp x) -1)) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1 binary64) (.f64 x (-.f64 (/.f64 (.f64 (pow.f64 y #s(literal 2 binary64)) (-.f64 (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))) #s(literal 1 binary64))) (log.f64 #s(literal 2 binary64))) (+.f64 #s(literal 1/8 binary64) (/.f64 (.f64 y (.f64 (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (-.f64 #s(literal 1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))))) (log.f64 #s(literal 2 binary64))))))) (.f64 y (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))))))
#s(approx (/ (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (+ (/ (log (- (exp x) -1)) y) x)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1 binary64) (.f64 x (-.f64 (fma.f64 x (-.f64 (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) (log.f64 #s(literal 2 binary64)))) (fma.f64 #s(literal 1/8 binary64) (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))) (log.f64 #s(literal 2 binary64))) (/.f64 (.f64 y (.f64 (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (-.f64 (/.f64 (.f64 (pow.f64 y #s(literal 2 binary64)) (-.f64 (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))) #s(literal 1 binary64))) (log.f64 #s(literal 2 binary64))) (+.f64 #s(literal 1/8 binary64) (/.f64 (.f64 y (.f64 (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (-.f64 #s(literal 1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))))) (log.f64 #s(literal 2 binary64))))))) (log.f64 #s(literal 2 binary64))))) (/.f64 (.f64 (pow.f64 y #s(literal 2 binary64)) (-.f64 (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))) #s(literal 1 binary64))) (log.f64 #s(literal 2 binary64)))) (+.f64 #s(literal 1/8 binary64) (/.f64 (.f64 y (.f64 (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (-.f64 #s(literal 1 binary64) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))))) (log.f64 #s(literal 2 binary64))))))) (.f64 y (+.f64 #s(literal 1 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))))))))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) y))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (+.f64 (/.f64 (*.f64 x (log.f64 #s(literal 2 binary64))) y) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) y)))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (fma.f64 x (fma.f64 x (.f64 y (-.f64 (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))) #s(literal 1 binary64))) (/.f64 (log.f64 #s(literal 2 binary64)) y)) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) y)))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (fma.f64 x (fma.f64 x (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (.f64 y (-.f64 (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))) #s(literal 1 binary64)))) (/.f64 (log.f64 #s(literal 2 binary64)) y)) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) y)))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (+.f64 (/.f64 (*.f64 x (log.f64 #s(literal 2 binary64))) (pow.f64 y #s(literal 2 binary64))) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (fma.f64 x (fma.f64 x (-.f64 (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (*.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (fma.f64 x (fma.f64 x (-.f64 (fma.f64 #s(literal 1/8 binary64) (/.f64 x (pow.f64 y #s(literal 2 binary64))) (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (*.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))) #s(literal 1 binary64)) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))
#s(approx (pow (/ (log (- (exp x) -1)) y) 2) (fma.f64 x (fma.f64 x (fma.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))) (*.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))))) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))
#s(approx (pow (/ (log (- (exp x) -1)) y) 2) (fma.f64 x (fma.f64 x (fma.f64 #s(literal 1/8 binary64) (/.f64 x (pow.f64 y #s(literal 2 binary64))) (fma.f64 #s(literal 1/4 binary64) (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 2 binary64))) (*.f64 #s(literal 1/4 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))))
#s(approx (* x x) (pow.f64 x #s(literal 2 binary64)))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (fma.f64 x (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (fma.f64 x (+.f64 #s(literal 1 binary64) (fma.f64 #s(literal 1/8 binary64) (/.f64 x y) (*.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (fma.f64 x (+.f64 #s(literal 1 binary64) (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y) (.f64 x (fma.f64 #s(literal -1/192 binary64) (/.f64 (pow.f64 x #s(literal 2 binary64)) y) (.f64 #s(literal 1/8 binary64) (/.f64 #s(literal 1 binary64) y)))))) (/.f64 (log.f64 #s(literal 2 binary64)) y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x) y)))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (*.f64 x (fma.f64 #s(literal -1 binary64) y (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 x (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)) #s(literal 1 binary64))))
#s(approx (/ (log (+ 1 (exp x))) y) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))
#s(approx (log (+ 1 (exp x))) (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))))
#s(approx (+ 1 (exp x)) (+.f64 #s(literal 1 binary64) (exp.f64 x)))
#s(approx (exp x) (exp.f64 x))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (*.f64 #s(literal 1/8 binary64) (pow.f64 x #s(literal 2 binary64))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x))) (/.f64 y x))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (*.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (+.f64 #s(literal 1/8 binary64) (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x) (/.f64 (log.f64 #s(literal 2 binary64)) (pow.f64 x #s(literal 2 binary64))))) (/.f64 y x))))
#s(approx (* x (+ 1/2 (* 1/8 x))) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x)))))
#s(approx (+ (* 1/8 x) 1/2) (*.f64 #s(literal 1/8 binary64) x))
#s(approx (+ (* 1/8 x) 1/2) (.f64 x (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) x)))))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (.f64 #s(literal -1 binary64) (.f64 (pow.f64 x #s(literal 2 binary64)) y)))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (.f64 (pow.f64 x #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) y (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) (.f64 (pow.f64 x #s(literal 2 binary64)) y)))))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (*.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64))))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (.f64 (pow.f64 x #s(literal 2 binary64)) (-.f64 (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) (.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64)))) #s(literal 1 binary64))))
#s(approx (pow (/ (log (- (exp x) -1)) y) 2) (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (.f64 x (+.f64 #s(literal 1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x)) (.f64 #s(literal -1 binary64) y)))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (.f64 #s(literal -1 binary64) (.f64 x (+.f64 y (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) x))))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) (.f64 x (+.f64 #s(literal 1 binary64) (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y)))))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 (pow.f64 x #s(literal 2 binary64)) (+.f64 #s(literal 1/8 binary64) (.f64 #s(literal -1 binary64) (/.f64 (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal 1/2 binary64) y) (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))) x)))))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 x y))) #s(literal 1 binary64)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))))
#s(approx y y)
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (/.f64 (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))) y))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (+.f64 (log.f64 #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) y))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))) (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64))) y))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 x #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))) (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64))) (pow.f64 y #s(literal 2 binary64))))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (/.f64 (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (*.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))))
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 y (fma.f64 #s(literal -1 binary64) x (+.f64 (/.f64 (log.f64 #s(literal 2 binary64)) y) (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y)))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y))))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (*.f64 y (fma.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 2 binary64)) (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))))))
#s(approx (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) (-.f64 (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))
#s(approx (+ (/ (log (- (exp x) -1)) y) x) (+.f64 x (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 y (-.f64 (.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y)) (.f64 #s(literal -1 binary64) x)))))
#s(approx (* y (- (/ (log (+ 1 (exp x))) y) x)) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y))))))
#s(approx (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)))) y))))))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x))) y))))))
#s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (.f64 #s(literal -1 binary64) (.f64 y (fma.f64 #s(literal -1 binary64) (/.f64 (pow.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) #s(literal 2 binary64)) (pow.f64 y #s(literal 2 binary64))) (pow.f64 x #s(literal 2 binary64))))))

Calls

6 calls:

Time	Variable	Point
20.0ms	x	inf
16.0ms	y	-inf
16.0ms	y	inf
14.0ms	y	0
11.0ms	x	-inf

rewrite150.0ms (4.6%)

Memory

-3.4MiB live, 184.8MiB allocated; 43ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	52	428
0	76	418
1	377	390
0	3651	348

Stop Event

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

Counts

40 → 530

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
(*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x))
y
(-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)
(/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y)
(log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64))))
(+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))
#s(literal 1 binary64)
#s(approx (exp x) #s(literal 1 binary64))
x
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
(*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y)
#s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x))
(neg.f64 x)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x))))
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))
#s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x))
(*.f64 #s(literal 1/2 binary64) x)
#s(literal 1/2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
(+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x)))
#s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))
(*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x)
(fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64))
#s(literal 1/8 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x))
(.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y)
(-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (*.f64 x x))
(pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))
(/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)
(log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))
(-.f64 (exp.f64 x) #s(literal -1 binary64))
(exp.f64 x)
#s(literal -1 binary64)
(*.f64 x x)
(+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)

Outputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (-.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x) y))
(.f64 (.f64 y (-.f64 #s(literal 1 binary64) (*.f64 (/.f64 x (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) y))) (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y))
(.f64 (-.f64 #s(literal 1 binary64) (.f64 (/.f64 x (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) y)) (*.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) y))
(*.f64 (-.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x) y)
(*.f64 y (-.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x))
(/.f64 (.f64 y (-.f64 (/.f64 (.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (.f64 y y)) (.f64 x x))) (+.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x))
(/.f64 (.f64 y (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (.f64 (.f64 x x) x))) (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x) (/.f64 (.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (*.f64 y y))))
(/.f64 (.f64 (-.f64 (/.f64 (.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (.f64 y y)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x))
(/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (.f64 (.f64 x x) x)) y) (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x) (/.f64 (.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (*.f64 y y))))
(neg.f64 (*.f64 (-.f64 x (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y)) y))
(neg.f64 (*.f64 y (-.f64 x (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y))))
(fma.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) y (*.f64 (neg.f64 y) x))
(fma.f64 y (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) (*.f64 (neg.f64 y) x))
(+.f64 (.f64 y (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y)) (.f64 (neg.f64 y) x))
(+.f64 (.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) y) (.f64 (neg.f64 y) x))
y
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (*.f64 (/.f64 x (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) y)) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) y))
(*.f64 (+.f64 #s(literal 1 binary64) (/.f64 (neg.f64 x) (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y))) (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y))
(.f64 (-.f64 #s(literal 1 binary64) (.f64 (/.f64 x (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) y)) (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y))
(.f64 (-.f64 (/.f64 (.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (.f64 y y)) (.f64 x x)) (/.f64 #s(literal 1 binary64) (+.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x)))
(.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (.f64 (.f64 x x) x)) (/.f64 #s(literal 1 binary64) (fma.f64 x (+.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) x) (/.f64 (.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) (*.f64 y y)))))
(.f64 (/.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))) y) (-.f64 #s(literal 1 binary64) (.f64 (/.f64 x (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) y)))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 (/.f64 x (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64)))) y)) (neg.f64 (log.f64 (-.f64 #s(approx (exp x) #s(literal 1 binary64)) #s(literal -1 binary64))))) (neg.f64 y))
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(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 (neg.f64 x) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))
(*.f64 (fma.f64 (/.f64 x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y #s(literal 1 binary64)) (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)))
(*.f64 (fma.f64 (/.f64 x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y #s(literal 1 binary64)) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))
(.f64 (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))) (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(*.f64 (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) y))
(.f64 (fma.f64 (.f64 x x) x (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))))
(.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) (/.f64 #s(literal 1 binary64) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(*.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (fma.f64 (/.f64 x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y #s(literal 1 binary64)))
(/.f64 (*.f64 (fma.f64 (/.f64 x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 y))
(/.f64 (*.f64 (fma.f64 (/.f64 x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y #s(literal 1 binary64)) #s(literal 1 binary64)) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(/.f64 (/.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 y x) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))
(/.f64 (fma.f64 (neg.f64 y) x (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 y))
(/.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (pow.f64 (neg.f64 x) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (fma.f64 x x (*.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 x)))))
(/.f64 (neg.f64 (fma.f64 (*.f64 x x) x (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)))) (neg.f64 (fma.f64 x (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))))
(/.f64 (-.f64 (*.f64 x x) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))) (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)))
(/.f64 (fma.f64 (/.f64 x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y #s(literal 1 binary64)) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))))
(/.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 4 binary64)) (.f64 (.f64 (.f64 x x) x) x)) (.f64 (fma.f64 x x (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(/.f64 (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) y)
(/.f64 (fma.f64 (.f64 x x) x (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64))) (fma.f64 x x (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x))))
(/.f64 (fma.f64 (*.f64 x x) x (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64))) (fma.f64 x (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))))
(/.f64 (-.f64 (exp.f64 (.f64 (.f64 (log.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)) #s(literal 2 binary64)) #s(literal 3 binary64))) (.f64 (.f64 (.f64 (.f64 x x) x) x) (.f64 x x))) (.f64 (fma.f64 (*.f64 x x) (fma.f64 x x (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64))) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 4 binary64))) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(/.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (*.f64 x x)) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(neg.f64 (-.f64 (neg.f64 x) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)))
(fma.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 1/2 binary64)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 1/2 binary64)) (neg.f64 (neg.f64 x)))
(fma.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 1/2 binary64)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 1/2 binary64)) x)
(fma.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1 binary64)) (neg.f64 (neg.f64 x)))
(fma.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1 binary64)) x)
(fma.f64 (/.f64 #s(literal 1 binary64) y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (neg.f64 (neg.f64 x)))
(fma.f64 (/.f64 #s(literal 1 binary64) y) (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) x)
(fma.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 y)) (neg.f64 (neg.f64 x)))
(fma.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 y)) x)
(fma.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) (neg.f64 (neg.f64 x)))
(fma.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (/.f64 y (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))) x)
(fma.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (/.f64 #s(literal 1 binary64) y) (neg.f64 (neg.f64 x)))
(fma.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (/.f64 #s(literal 1 binary64) y) x)
(fma.f64 #s(literal 1 binary64) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 (neg.f64 x)))
(fma.f64 #s(literal 1 binary64) (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)
(-.f64 (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)) (/.f64 (*.f64 x x) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 x))
(-.f64 x (*.f64 (neg.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (/.f64 #s(literal 1 binary64) y)))
(-.f64 x (neg.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)))
(+.f64 (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 3 binary64)) (fma.f64 x (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))) (/.f64 (.f64 (.f64 x x) x) (fma.f64 x (-.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y)) (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)) (/.f64 (*.f64 (neg.f64 x) x) (-.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
(+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) (neg.f64 (neg.f64 x)))
(+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)
(+.f64 x (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y))

eval101.0ms (3.1%)

Memory: 6.2MiB live, 240.3MiB allocated; 39ms collecting garbage
Compiler: Compiled 26 004 to 3 561 computations (86.3% saved)

prune15.0ms (0.5%)

Memory

2.4MiB live, 48.7MiB allocated; 4ms collecting garbage

Pruning

10 alts after pruning (3 fresh and 7 done)

	Pruned	Kept	Total
New	596	2	598
Fresh	0	1	1
Picked	2	3	5
Done	0	4	4
Total	598	10	608

Accuracy

99.7%

Counts

608 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	88.8%	(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
✓	99.6%	(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
✓	88.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
	57.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (-.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 (-.f64 y #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64))) x) #s(literal 3 binary64))) (fma.f64 (log.f64 #s(literal 2 binary64)) (log.f64 #s(literal 2 binary64)) (fma.f64 (.f64 (.f64 (-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y) x) x) (-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y) (.f64 (log.f64 #s(literal 2 binary64)) (.f64 (-.f64 y #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))) x))))))
	49.1%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 #s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (+.f64 (/.f64 (*.f64 x (log.f64 #s(literal 2 binary64))) y) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) y))) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
✓	52.4%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
✓	49.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
✓	51.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
	88.7%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) y) x)))
✓	48.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))

Compiler

Compiled 273 to 177 computations (35.2% saved)

regimes85.0ms (2.6%)

Memory

-22.2MiB live, 211.4MiB allocated; 21ms collecting garbage

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

4 → 3

6 → 2

7 → 2

13 → 2

14 → 2

16 → 1

22 → 1

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))

Outputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))

Call 2

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))

Outputs

#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))

#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))

#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))

Call 3

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))

Outputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))

Call 4

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))

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

Call 5

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))

Outputs

#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))

#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))

Call 6

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))

Outputs

#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))

#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (*.f64 #s(literal 1/8 binary64) x)) y))))

Call 7

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))

Outputs
(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))

Call 8

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 #s(approx (- (/ (log (+ 1 (exp x))) y) x) (neg.f64 x)) y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 y #s(approx (- (/ (log (+ 1 (exp x))) y) x) (.f64 #s(literal -1 binary64) x))))
(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) #s(approx (* x (+ 1/2 (* 1/8 x))) (*.f64 #s(literal 1/2 binary64) x)))))
(fma.f64 (neg.f64 y) x (log.f64 #s(approx (- (exp x) -1) #s(literal 2 binary64))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64)) y))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (*.f64 (fma.f64 #s(literal 1/8 binary64) x #s(literal 1/2 binary64)) x))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) #s(approx (* x (- (+ 1/2 (* 1/8 x)) y)) (.f64 x (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) #s(literal 1 binary64)))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (.f64 #s(literal 1/8 binary64) x)) y))))
(-.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) (*.f64 y x))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
(fma.f64 (neg.f64 y) x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 y (-.f64 (/.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 #s(approx (* (- (pow (/ (log (- (exp x) -1)) y) 2) (* x x)) y) (+.f64 (/.f64 (*.f64 x (log.f64 #s(literal 2 binary64))) y) (/.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 2 binary64)) y))) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) #s(literal 2 binary64)) (.f64 x x)) y) (+.f64 (/.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) y) x)))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (/.f64 (-.f64 (pow.f64 (log.f64 #s(literal 2 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 (-.f64 y #s(approx (+ 1/2 ( 1/8 x)) #s(literal 1/2 binary64))) x) #s(literal 3 binary64))) (fma.f64 (log.f64 #s(literal 2 binary64)) (log.f64 #s(literal 2 binary64)) (fma.f64 (.f64 (.f64 (-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y) x) x) (-.f64 #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64)) y) (.f64 (log.f64 #s(literal 2 binary64)) (.f64 (-.f64 y #s(approx (+ 1/2 (* 1/8 x)) #s(literal 1/2 binary64))) x))))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 (.f64 y x) y) x) (.f64 y x))) (fma.f64 (.f64 y x) (fma.f64 y x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64)))) (pow.f64 (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))) #s(literal 2 binary64))))

Outputs
(fma.f64 (neg.f64 y) x (log.f64 (-.f64 (exp.f64 x) #s(literal -1 binary64))))

Calls

17 calls:

12.0ms	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
8.0ms	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
6.0ms	y
6.0ms	x
5.0ms	y

Results

Accuracy	Segments	Branch
51.9%	1	`x`
51.9%	1	`y`
51.9%	1	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
97.4%	3	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
84.9%	2	`x`
98.7%	2	`x`
98.8%	2	`x`
99.2%	2	`x`
97.5%	2	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
99.4%	2	`x`
92.1%	3	`y`
99.6%	1	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
99.6%	1	`x`
99.6%	1	`y`

Compiler

Compiled 600 to 206 computations (65.7% saved)

bsearch10.0ms (0.3%)

Memory

25.4MiB live, 25.4MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
9.0ms	-1548543005892.2178	-11326762204.40922

Samples

5.0ms

112×

valid

Compiler

Compiled 334 to 249 computations (25.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 2.0ms

ival-exp: 1.0ms (43.1% of total)

ival-log1p: 1.0ms (43.1% of total)

ival-mult!: 1.0ms (43.1% of total)

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

adjust: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory

3.1MiB live, 3.1MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-1548543005892.2178	-11326762204.40922

Compiler

Compiled 306 to 228 computations (25.5% saved)

bsearch1.0ms (0%)

Memory

2.6MiB live, 2.6MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-1548543005892.2178	-11326762204.40922

Compiler

Compiled 257 to 193 computations (24.9% saved)

bsearch1.0ms (0%)

Memory

2.6MiB live, 2.6MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-1548543005892.2178	-11326762204.40922

Compiler

Compiled 257 to 193 computations (24.9% saved)

bsearch0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	0.7040874895808653	1508.578720358051
0.0ms	1.4841195257159462e-16	0.6928458352154173

Compiler

Compiled 12 to 13 computations (-8.3% saved)

derivations22.0ms (0.7%)

Memory

-1.7MiB live, 44.3MiB allocated; 5ms collecting garbage

Stop Event

1×

fuel

Compiler

Compiled 300 to 61 computations (79.7% saved)

preprocess137.0ms (4.2%)

Memory: -37.7MiB live, 160.0MiB allocated; 153ms collecting garbage
Compiler: Compiled 335 to 87 computations (74% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze116.0ms (3.5%)

sample1.8s (55.1%)

preprocess53.0ms (1.6%)

series116.0ms (3.6%)

rewrite45.0ms (1.4%)

eval20.0ms (0.6%)

prune6.0ms (0.2%)

series107.0ms (3.3%)

rewrite94.0ms (2.9%)

eval60.0ms (1.8%)

prune12.0ms (0.4%)

series47.0ms (1.4%)

rewrite99.0ms (3%)

eval58.0ms (1.8%)

prune14.0ms (0.4%)

series96.0ms (2.9%)

rewrite150.0ms (4.6%)

eval101.0ms (3.1%)

prune15.0ms (0.5%)

regimes85.0ms (2.6%)

bsearch10.0ms (0.3%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

derivations22.0ms (0.7%)

preprocess137.0ms (4.2%)

end0.0ms (0%)

Profiling