Metrics for Logistic regression 2

start0.0ms (0%)

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

analyze103.0ms (1%)

Memory

26.8MiB live, 26.8MiB allocated; 0ms 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)

sample1.2s (11.6%)

Memory

9.7MiB live, 1 033.0MiB allocated; 243ms collecting garbage

Samples

566.0ms	8 256×	0	valid
225.0ms	2 649×	1	exit

Precisions

Click to see histograms. Total time spent on operations: 450.0ms

ival-exp: 176.0ms (39.1% of total)

ival-log1p: 117.0ms (26% of total)

ival-mult!: 70.0ms (15.6% of total)

adjust: 54.0ms (12% of total)

ival-sub!: 32.0ms (7.1% of total)

Bogosity

preprocess51.0ms (0.5%)

Memory

-3.1MiB live, 37.0MiB allocated; 13ms 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 16 to 16 computations (0% saved)

series204.0ms (1.9%)

Memory

-11.0MiB live, 194.0MiB allocated; 36ms collecting garbage

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	Expression
27.0ms	x	@	inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) x (* x y) y)
25.0ms	x	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) x (* x y) y)
4.0ms	y	@	0	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) x (* x y) y)
2.0ms	y	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) x (* x y) y)
2.0ms	y	@	inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) x (* x y) y)

rewrite1.6s (14.7%)

Memory

90.2MiB live, 876.6MiB allocated; 204ms collecting garbage

Counts

8 → 388

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

eval82.0ms (0.8%)

Memory: 1.8MiB live, 91.0MiB allocated; 44ms collecting garbage
Compiler: Compiled 3 477 to 1 753 computations (49.6% saved)

prune21.0ms (0.2%)

Memory

-20.4MiB live, 22.7MiB allocated; 12ms collecting garbage

Pruning

8 alts after pruning (7 fresh and 1 done)

	Pruned	Kept	Total
New	400	7	407
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	400	8	408

Accuracy

99.7%

Counts

408 → 8

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.6%	(-.f64 (log1p.f64 (exp.f64 x)) (*.f64 x y))
✓	99.6%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
	69.0%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))) (*.f64 x y))
▶	91.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
	79.2%	#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))))
▶	84.2%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
▶	52.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
▶	47.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))

Compiler

Compiled 172 to 172 computations (0% saved)

series188.0ms (1.8%)

Memory

-7.3MiB live, 190.3MiB allocated; 49ms collecting garbage

Counts

20 → 42

Calls

Call 1

Inputs
(-.f64 (log1p.f64 (exp.f64 x)) (*.f64 x y))
(log1p.f64 (exp.f64 x))
(exp.f64 x)
x
(*.f64 x y)
y
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
(.f64 #s(literal -1 binary64) (.f64 x y))
#s(literal -1 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))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
(+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y)))
(*.f64 x (-.f64 #s(literal 1/2 binary64) y))
(-.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)

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

Calls

6 calls:

Time	Variable		Point	Expression
19.0ms	x	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) x (* x y) y (- (log (+ 1 (exp x))) (* x y)) (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* -1 (* x y)) -1 (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) 1/2)
9.0ms	x	@	inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) x (* x y) y (- (log (+ 1 (exp x))) (* x y)) (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* -1 (* x y)) -1 (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) 1/2)
4.0ms	x	@	0	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) x (* x y) y (- (log (+ 1 (exp x))) (* x y)) (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* -1 (* x y)) -1 (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) 1/2)
4.0ms	y	@	0	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) x (* x y) y (- (log (+ 1 (exp x))) (* x y)) (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* -1 (* x y)) -1 (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) 1/2)
3.0ms	y	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) x (* x y) y (- (log (+ 1 (exp x))) (* x y)) (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* -1 (* x y)) -1 (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) 1/2)

rewrite1.8s (16.7%)

Memory

50.8MiB live, 988.4MiB allocated; 287ms collecting garbage

Counts

20 → 480

Calls

Call 1

Inputs
(-.f64 (log1p.f64 (exp.f64 x)) (*.f64 x y))
(log1p.f64 (exp.f64 x))
(exp.f64 x)
x
(*.f64 x y)
y
#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
#s(approx (- (log (+ 1 (exp x))) (* x y)) (.f64 #s(literal -1 binary64) (.f64 x y)))
(.f64 #s(literal -1 binary64) (.f64 x y))
#s(literal -1 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))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))))
(+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y)))
(*.f64 x (-.f64 #s(literal 1/2 binary64) y))
(-.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)

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

eval226.0ms (2.1%)

Memory: -34.6MiB live, 116.6MiB allocated; 122ms collecting garbage
Compiler: Compiled 5 525 to 2 505 computations (54.7% saved)

prune16.0ms (0.2%)

Memory

25.8MiB live, 25.8MiB allocated; 0ms collecting garbage

Pruning

10 alts after pruning (7 fresh and 3 done)

	Pruned	Kept	Total
New	831	5	836
Fresh	0	2	2
Picked	3	2	5
Done	0	1	1
Total	834	10	844

Accuracy

99.7%

Counts

844 → 10

Alt Table

Click to see full alt table

Status	Accuracy	Program
	69.0%	(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
✓	99.6%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
▶	69.0%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))) (*.f64 x y))
✓	91.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
▶	84.2%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (log.f64 #s(literal 2 binary64))))
	79.2%	#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))))
▶	48.7%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x #s(approx (- 1/2 y) #s(literal 1/2 binary64)))))
▶	52.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
✓	47.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
▶	84.1%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y))))

Compiler

Compiled 233 to 233 computations (0% saved)

series293.0ms (2.8%)

Memory

-31.8MiB live, 111.4MiB allocated; 23ms collecting garbage

Counts

28 → 56

Calls

Call 1

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

Calls

6 calls:

Time	Variable		Point	Expression
80.0ms	x	@	inf	((- (log (+ 1 (exp x))) (* x y)) (+ (* (- 1/2 y) x) (log 2)) (- 1/2 y) 1/2 y x (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* (neg y) x) (neg y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (/ (log 2) x))
24.0ms	x	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (+ (* (- 1/2 y) x) (log 2)) (- 1/2 y) 1/2 y x (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* (neg y) x) (neg y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (/ (log 2) x))
12.0ms	x	@	0	((- (log (+ 1 (exp x))) (* x y)) (+ (* (- 1/2 y) x) (log 2)) (- 1/2 y) 1/2 y x (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* (neg y) x) (neg y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (/ (log 2) x))
4.0ms	y	@	0	((- (log (+ 1 (exp x))) (* x y)) (+ (* (- 1/2 y) x) (log 2)) (- 1/2 y) 1/2 y x (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* (neg y) x) (neg y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (/ (log 2) x))
3.0ms	y	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (+ (* (- 1/2 y) x) (log 2)) (- 1/2 y) 1/2 y x (log 2) 2 (- (log (+ 1 (exp x))) (* x y)) (* (neg y) x) (neg y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- 1/2 y)) (- 1/2 y) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (+ 1 (exp x)) 1 (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (/ (log 2) x))

rewrite2.8s (26.2%)

Memory

68.1MiB live, 1 453.1MiB allocated; 500ms collecting garbage

Counts

28 → 1 106

Calls

Call 1

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

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

eval201.0ms (1.9%)

Memory: -22.3MiB live, 229.7MiB allocated; 39ms collecting garbage
Compiler: Compiled 13 718 to 6 812 computations (50.3% saved)

prune29.0ms (0.3%)

Memory

-6.1MiB live, 49.5MiB allocated; 5ms collecting garbage

Pruning

11 alts after pruning (5 fresh and 6 done)

	Pruned	Kept	Total
New	1 572	3	1 575
Fresh	0	2	2
Picked	2	3	5
Done	0	3	3
Total	1 574	11	1 585

Accuracy

99.7%

Counts

1 585 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	69.0%	(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
✓	99.6%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
✓	91.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
✓	84.2%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (log.f64 #s(literal 2 binary64))))
▶	79.2%	#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))))
✓	48.7%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x #s(approx (- 1/2 y) #s(literal 1/2 binary64)))))
✓	52.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
✓	47.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
▶	84.0%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))))
▶	37.5%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y))))
▶	48.6%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))

Compiler

Compiled 275 to 271 computations (1.5% saved)

series272.0ms (2.6%)

Memory

49.0MiB live, 185.0MiB allocated; 9ms collecting garbage

Counts

35 → 71

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))))
#s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y))))
(*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))
x
(fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y))
(/.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)
y
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y))))
#s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y)))
(*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y))
(-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y)
#s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
#s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)))))
#s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))
(*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)))
(+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))
(/.f64 (log.f64 #s(literal 2 binary64)) x)
(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
(log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
(+.f64 #s(literal 1 binary64) x)
(*.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))
(*.f64 #s(literal 1/8 binary64) x)
#s(literal 1/8 binary64)

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 x x)
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/.f64 (log.f64 #s(literal 2 binary64)) x))
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/.f64 (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 x (-.f64 #s(literal 1/2 binary64) y))) x))
#s(approx (/ 1 x) (/.f64 #s(literal 1 binary64) x))
#s(approx (+ 1/2 (/ (log 2) x)) (/.f64 (+.f64 (log.f64 #s(literal 2 binary64)) (*.f64 #s(literal 1/2 binary64) x)) x))
#s(approx (* x (+ 1/2 (/ (log 2) 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 (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 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 (- (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 2) (* x (- 1/2 y))) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y)))
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y))
#s(approx (+ 1/2 (/ (log 2) x)) (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)))
#s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 #s(literal 1/2 binary64) x))
#s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))
#s(approx (log (+ 1 (exp x))) (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))))
#s(approx (exp x) (exp.f64 x))
#s(approx (+ 1 x) (*.f64 x (+.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) 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 (- (+ 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))) (* 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 y))) (.f64 #s(literal -1 binary64) (.f64 x (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))))))
#s(approx (* x (+ 1/2 (/ (log 2) x))) (.f64 #s(literal -1 binary64) (.f64 x (-.f64 (*.f64 #s(literal -1 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) #s(literal 1/2 binary64)))))
#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))) (* x y)) (+.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (.f64 #s(literal -1 binary64) (.f64 x y))))
#s(approx (+ (log 2) (* x (- 1/2 y))) (+.f64 (log.f64 #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 #s(literal 1/2 binary64) x))))
#s(approx (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) (fma.f64 #s(literal -1 binary64) (.f64 x y) (.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)))))
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (+.f64 #s(literal 1/2 binary64) (fma.f64 #s(literal -1 binary64) y (/.f64 (log.f64 #s(literal 2 binary64)) x))))
#s(approx (- 1/2 y) (+.f64 #s(literal 1/2 binary64) (*.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))) (* 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 y))) (*.f64 y (fma.f64 #s(literal -1 binary64) x (fma.f64 #s(literal 1/2 binary64) (/.f64 x y) (/.f64 (log.f64 #s(literal 2 binary64)) y)))))
#s(approx (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) (.f64 y (fma.f64 #s(literal -1 binary64) x (/.f64 (.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))) y))))
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (*.f64 #s(literal -1 binary64) y))
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (.f64 y (-.f64 (fma.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y) (/.f64 (log.f64 #s(literal 2 binary64)) (.f64 x y))) #s(literal 1 binary64))))
#s(approx (- 1/2 y) (.f64 y (-.f64 (.f64 #s(literal 1/2 binary64) (/.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64))))
#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))) (* 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 y))) (.f64 #s(literal -1 binary64) (.f64 y (+.f64 x (.f64 #s(literal -1 binary64) (/.f64 (+.f64 (log.f64 #s(literal 2 binary64)) (.f64 #s(literal 1/2 binary64) x)) y))))))
#s(approx (* x (+ (* (/ 1 x) (log 2)) (- 1/2 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 (log.f64 #s(literal 2 binary64)) x))) y))))))
#s(approx (+ (* (/ 1 x) (log 2)) (- 1/2 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 (log.f64 #s(literal 2 binary64)) x)) y))))))
#s(approx (- 1/2 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))))))
#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	Expression
21.0ms	x	@	inf	((- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) x (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/ 1 x) 1 (log 2) 2 (- 1/2 y) 1/2 y (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (* x (+ 1/2 (/ (log 2) x))) (+ 1/2 (/ (log 2) x)) (/ (log 2) x) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (* x (- (+ 1/2 (* 1/8 x)) y)) (- (+ 1/2 (* 1/8 x)) y) (+ 1/2 (* 1/8 x)) (* 1/8 x) 1/8)
19.0ms	x	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) x (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/ 1 x) 1 (log 2) 2 (- 1/2 y) 1/2 y (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (* x (+ 1/2 (/ (log 2) x))) (+ 1/2 (/ (log 2) x)) (/ (log 2) x) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (* x (- (+ 1/2 (* 1/8 x)) y)) (- (+ 1/2 (* 1/8 x)) y) (+ 1/2 (* 1/8 x)) (* 1/8 x) 1/8)
9.0ms	x	@	0	((- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) x (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/ 1 x) 1 (log 2) 2 (- 1/2 y) 1/2 y (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (* x (+ 1/2 (/ (log 2) x))) (+ 1/2 (/ (log 2) x)) (/ (log 2) x) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (* x (- (+ 1/2 (* 1/8 x)) y)) (- (+ 1/2 (* 1/8 x)) y) (+ 1/2 (* 1/8 x)) (* 1/8 x) 1/8)
4.0ms	y	@	0	((- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) x (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/ 1 x) 1 (log 2) 2 (- 1/2 y) 1/2 y (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (* x (+ 1/2 (/ (log 2) x))) (+ 1/2 (/ (log 2) x)) (/ (log 2) x) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (* x (- (+ 1/2 (* 1/8 x)) y)) (- (+ 1/2 (* 1/8 x)) y) (+ 1/2 (* 1/8 x)) (* 1/8 x) 1/8)
4.0ms	y	@	-inf	((- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (+ (* (/ 1 x) (log 2)) (- 1/2 y))) x (+ (* (/ 1 x) (log 2)) (- 1/2 y)) (/ 1 x) 1 (log 2) 2 (- 1/2 y) 1/2 y (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (- (+ 1/2 (/ (log 2) x)) y) (+ 1/2 (/ (log 2) x)) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- 1/2 y))) (* x (- (+ 1/2 (/ (log 2) x)) y)) (* x (+ 1/2 (/ (log 2) x))) (+ 1/2 (/ (log 2) x)) (/ (log 2) x) (- (log (+ 1 (exp x))) (* x y)) (log (+ 1 (exp x))) (exp x) (+ 1 x) (* x y) (- (log (+ 1 (exp x))) (* x y)) (+ (log 2) (* x (- (+ 1/2 (* 1/8 x)) y))) (* x (- (+ 1/2 (* 1/8 x)) y)) (- (+ 1/2 (* 1/8 x)) y) (+ 1/2 (* 1/8 x)) (* 1/8 x) 1/8)

rewrite1.3s (12.2%)

Memory

6.7MiB live, 558.1MiB allocated; 276ms collecting garbage

Counts

35 → 582

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))))
#s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y))))
(*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))
x
(fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y))
(/.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
(log.f64 #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)
y
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y))))
#s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y)))
(*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y))
(-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y)
#s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
#s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)))))
#s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))
(*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)))
(+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))
(/.f64 (log.f64 #s(literal 2 binary64)) x)
(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
(log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
(+.f64 #s(literal 1 binary64) x)
(*.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))
(*.f64 #s(literal 1/8 binary64) x)
#s(literal 1/8 binary64)

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

eval107.0ms (1%)

Memory: -37.3MiB live, 117.5MiB allocated; 33ms collecting garbage
Compiler: Compiled 7 209 to 3 957 computations (45.1% saved)

prune20.0ms (0.2%)

Memory

32.8MiB live, 32.8MiB allocated; 0ms collecting garbage

Pruning

13 alts after pruning (4 fresh and 9 done)

	Pruned	Kept	Total
New	873	4	877
Fresh	0	0	0
Picked	1	4	5
Done	1	5	6
Total	875	13	888

Accuracy

99.7%

Counts

888 → 13

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	69.0%	(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
✓	99.6%	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
✓	91.7%	(-.f64 (log.f64 #s(approx (+ 1 (exp x)) #s(literal 2 binary64))) (*.f64 x y))
✓	84.2%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (log.f64 #s(literal 2 binary64))))
	52.7%	#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))))))
✓	52.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
✓	47.9%	#s(approx (- (log (+ 1 (exp x))) (* x y)) (log.f64 #s(literal 2 binary64)))
✓	84.0%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))))
✓	37.5%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) y))))
	48.7%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (+ (log 2) (* x (- 1/2 y))) (fma.f64 x #s(literal 1/2 binary64) (log.f64 #s(literal 2 binary64))))))
	48.5%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) #s(literal 1/2 binary64))))))
✓	48.6%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
	3.3%	#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) #s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 #s(literal 1/2 binary64) x)))))

Compiler

Compiled 403 to 341 computations (15.4% saved)

regimes21.0ms (0.2%)

Memory

-26.0MiB live, 19.6MiB allocated; 4ms collecting garbage

Counts

20 → 1

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) #s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 #s(literal 1/2 binary64) x)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) 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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (+ (log 2) (* x (- 1/2 y))) (fma.f64 x #s(literal 1/2 binary64) (log.f64 #s(literal 2 binary64))))))
(-.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)) (*.f64 x #s(approx (- 1/2 y) #s(literal 1/2 binary64)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 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))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y))))
(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.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))))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
(-.f64 (log1p.f64 (exp.f64 x)) (*.f64 x y))

Outputs
(-.f64 (log1p.f64 (exp.f64 x)) (*.f64 x y))

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
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 10 to 12 computations (-20% saved)

regimes17.0ms (0.2%)

Memory

18.7MiB live, 18.7MiB allocated; 0ms collecting garbage

Counts

19 → 1

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) #s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 #s(literal 1/2 binary64) x)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) 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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (+ (log 2) (* x (- 1/2 y))) (fma.f64 x #s(literal 1/2 binary64) (log.f64 #s(literal 2 binary64))))))
(-.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)) (*.f64 x #s(approx (- 1/2 y) #s(literal 1/2 binary64)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 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))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y))))
(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.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))))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
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 10 to 12 computations (-20% saved)

regimes16.0ms (0.2%)

Memory

17.9MiB live, 17.9MiB allocated; 0ms collecting garbage

Counts

18 → 2

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) #s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 #s(literal 1/2 binary64) x)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) 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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (+ (log 2) (* x (- 1/2 y))) (fma.f64 x #s(literal 1/2 binary64) (log.f64 #s(literal 2 binary64))))))
(-.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)) (*.f64 x #s(approx (- 1/2 y) #s(literal 1/2 binary64)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 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))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y))))
(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.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))))

Outputs

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
97.9%	2	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
99.3%	2	`x`
91.7%	1	`y`

Compiler

Compiled 10 to 12 computations (-20% saved)

regimes15.0ms (0.1%)

Memory

-49.6MiB live, 7.1MiB allocated; 11ms collecting garbage

Counts

17 → 2

Calls

Call 1

Inputs
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) #s(approx (* x (+ 1/2 (/ (log 2) x))) (*.f64 #s(literal 1/2 binary64) x)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (*.f64 (neg.f64 y) x))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 #s(approx (+ 1/2 (/ (log 2) x)) #s(literal 1/2 binary64)) 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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (+ (log 2) (* x (- 1/2 y))) (fma.f64 x #s(literal 1/2 binary64) (log.f64 #s(literal 2 binary64))))))
(-.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)) (*.f64 x #s(approx (- 1/2 y) #s(literal 1/2 binary64)))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) (fma.f64 (-.f64 #s(literal 1/2 binary64) y) x (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)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x))))))
(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) #s(approx (* x (- (+ 1/2 (/ (log 2) x)) y)) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 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))))))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (-.f64 (+.f64 #s(literal 1/2 binary64) (/.f64 (log.f64 #s(literal 2 binary64)) x)) y))))
(-.f64 (log1p.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (*.f64 x y))
#s(approx (- (log (+ 1 (exp x))) (* x y)) #s(approx (+ (log 2) (* x (- 1/2 y))) (*.f64 x (fma.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 #s(literal 2 binary64)) (-.f64 #s(literal 1/2 binary64) y)))))

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

Calls

1 calls:

14.0ms

Results

Accuracy	Segments	Branch
99.1%	2	`x`

Compiler

Compiled 1 to 2 computations (-100% saved)

regimes4.0ms (0%)

Memory

5.1MiB live, 5.1MiB allocated; 0ms collecting garbage

Counts

8 → 2

Calls

Call 1

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

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

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
98.2%	2	`x`

Compiler

Compiled 1 to 2 computations (-100% saved)

regimes5.0ms (0%)

Memory

7.6MiB live, 7.6MiB allocated; 0ms collecting garbage

Counts

6 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

2.0ms	x
2.0ms	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))

Results

Accuracy	Segments	Branch
97.4%	3	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`
82.1%	3	`x`

Compiler

Compiled 9 to 10 computations (-11.1% saved)

regimes2.0ms (0%)

Memory

3.7MiB live, 3.7MiB allocated; 0ms collecting garbage

Counts

5 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

2.0ms

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

Results

Accuracy	Segments	Branch
96.6%	3	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`

Compiler

Compiled 8 to 8 computations (0% saved)

regimes5.0ms (0%)

Memory

8.5MiB live, 8.5MiB allocated; 0ms collecting garbage

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

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

Calls

3 calls:

2.0ms	x
2.0ms	y
1.0ms	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))

Results

Accuracy	Segments	Branch
52.3%	1	`x`
52.3%	1	`y`
52.3%	1	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`

Compiler

Compiled 10 to 12 computations (-20% saved)

regimes4.0ms (0%)

Memory

7.5MiB live, 7.5MiB allocated; 0ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

3 calls:

1.0ms	x
1.0ms	(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))
1.0ms	y

Results

Accuracy	Segments	Branch
3.3%	1	`y`
3.3%	1	`x`
3.3%	1	`(-.f64 (log.f64 (+.f64 #s(literal 1 binary64) (exp.f64 x))) (*.f64 x y))`

Compiler

Compiled 10 to 12 computations (-20% saved)

bsearch13.0ms (0.1%)

Memory

13.7MiB live, 13.7MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
12.0ms	-21688998977531.906	-29230216.436425585

Samples

6.0ms

144×

valid

Compiler

Compiled 273 to 290 computations (-6.2% saved)

Precisions

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

ival-exp: 2.0ms (57% of total)

ival-log1p: 1.0ms (28.5% of total)

ival-mult!: 1.0ms (28.5% of total)

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

adjust: 0.0ms (0% of total)

bsearch5.0ms (0%)

Memory

-43.9MiB live, 1.4MiB allocated; 3ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-21688998977531.906	-29230216.436425585

Compiler

Compiled 237 to 254 computations (-7.2% saved)

bsearch1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-21688998977531.906	-29230216.436425585

Compiler

Compiled 201 to 218 computations (-8.5% saved)

bsearch0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	20.145352591010568	3537.561639848687
0.0ms	4.450811433797427e-20	0.5793302984045687

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	20.145352591010568	3537.561639848687
0.0ms	4.450811433797427e-20	0.5793302984045687

Compiler

Compiled 11 to 13 computations (-18.2% saved)

derivations2.0ms (0%)

Memory

3.6MiB live, 3.6MiB allocated; 0ms collecting garbage

Stop Event

1×

fuel

Compiler

Compiled 106 to 69 computations (34.9% saved)

preprocess62.0ms (0.6%)

Memory: 10.1MiB live, 100.2MiB allocated; 11ms collecting garbage
Compiler: Compiled 135 to 95 computations (29.6% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze103.0ms (1%)

sample1.2s (11.6%)

preprocess51.0ms (0.5%)

series204.0ms (1.9%)

rewrite1.6s (14.7%)

eval82.0ms (0.8%)

prune21.0ms (0.2%)

series188.0ms (1.8%)

rewrite1.8s (16.7%)

eval226.0ms (2.1%)

prune16.0ms (0.2%)

series293.0ms (2.8%)

rewrite2.8s (26.2%)

eval201.0ms (1.9%)

prune29.0ms (0.3%)

series272.0ms (2.6%)

rewrite1.3s (12.2%)

eval107.0ms (1%)

prune20.0ms (0.2%)

regimes21.0ms (0.2%)

regimes17.0ms (0.2%)

regimes16.0ms (0.2%)

regimes15.0ms (0.1%)

regimes4.0ms (0%)

regimes5.0ms (0%)

regimes2.0ms (0%)

regimes5.0ms (0%)

regimes4.0ms (0%)

bsearch13.0ms (0.1%)

bsearch5.0ms (0%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

derivations2.0ms (0%)

preprocess62.0ms (0.6%)

end0.0ms (0%)

Profiling