Metrics for Statistics.Distribution.Poisson.Internal:probability from math-functions-0.1.5.2

start0.0ms (0%)

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

analyze1.0ms (0%)

Memory

0.8MiB live, 0.8MiB 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
0%	0%	99.9%	0.1%	0%	0%	0%	2
100%	49.9%	0%	0.1%	0%	49.9%	0%	3

Compiler

Compiled 11 to 10 computations (9.1% saved)

sample1.1s (59.1%)

Memory

-9.8MiB live, 1 379.5MiB allocated; 317ms collecting garbage

Samples

862.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 537.0ms

ival-log: 307.0ms (57.2% of total)

ival-mult!: 115.0ms (21.4% of total)

ival-exp: 65.0ms (12.1% of total)

ival-add!: 31.0ms (5.8% of total)

ival-sub!: 17.0ms (3.2% of total)

adjust: 2.0ms (0.4% of total)

Bogosity

preprocess54.0ms (2.8%)

Memory

-9.7MiB live, 42.5MiB allocated; 5ms collecting garbage

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	37	96
1	168	93
2	937	85
3	4855	83

Stop Event

1×	node-limit

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))

Symmetry

(abs y)

Compiler

Compiled 16 to 16 computations (0% saved)

series80.0ms (4.2%)

Memory

4.7MiB live, 190.6MiB allocated; 28ms collecting garbage

Counts

8 → 40

Calls

Call 1

Inputs
(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
(+.f64 x (*.f64 y (log.f64 y)))
x
(*.f64 y (log.f64 y))
y
(log.f64 y)
z

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* y (log y))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (+ x (* y (log y)))))
#s(approx x #s(hole binary64 x))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* x (+ 1 (/ (* y (log y)) x)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- x z)))
#s(approx y #s(hole binary64 y))
#s(approx (log y) #s(hole binary64 (log y)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* y (+ (* -1 (log (/ 1 y))) (/ x y)))))
#s(approx (log y) #s(hole binary64 (* -1 (log (/ 1 y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))))
#s(approx (log y) #s(hole binary64 (+ (log -1) (* -1 (log (/ -1 y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx z #s(hole binary64 z))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))

Calls

9 calls:

Time	Variable		Point	Expression
38.0ms	y	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) x (* y (log y)) y (log y) z)
12.0ms	y	@	-inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) x (* y (log y)) y (log y) z)
11.0ms	y	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) x (* y (log y)) y (log y) z)
5.0ms	x	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) x (* y (log y)) y (log y) z)
2.0ms	z	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) x (* y (log y)) y (log y) z)

rewrite67.0ms (3.5%)

Memory

29.7MiB live, 121.0MiB allocated; 11ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	173	904
0	181	855
0	1140	782
1	3339	782

Stop Event

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

Counts

48 → 66

Calls

Call 1

Inputs
(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
(+.f64 x (*.f64 y (log.f64 y)))
x
(*.f64 y (log.f64 y))
y
(log.f64 y)
z
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* y (log y))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (+ x (* y (log y)))))
#s(approx x #s(hole binary64 x))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* x (+ 1 (/ (* y (log y)) x)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- x z)))
#s(approx y #s(hole binary64 y))
#s(approx (log y) #s(hole binary64 (log y)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* y (+ (* -1 (log (/ 1 y))) (/ x y)))))
#s(approx (log y) #s(hole binary64 (* -1 (log (/ 1 y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))))
#s(approx (log y) #s(hole binary64 (+ (log -1) (* -1 (log (/ -1 y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx z #s(hole binary64 z))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))

Outputs
(.f64 (exp.f64 x) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)))
(/.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) (exp.f64 z))
(fabs.f64 (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(+.f64 (cosh.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)) (sinh.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
(neg.f64 (-.f64 z (fma.f64 (log.f64 y) y x)))
(-.f64 (fma.f64 (log.f64 y) y x) z)
(-.f64 x (neg.f64 (-.f64 (*.f64 (log.f64 y) y) z)))
(+.f64 (-.f64 x z) (*.f64 (log.f64 y) y))
(+.f64 (-.f64 (*.f64 (log.f64 y) y) z) x)
(+.f64 (fma.f64 (log.f64 y) y x) (neg.f64 z))
(+.f64 x (-.f64 (*.f64 (log.f64 y) y) z))
(fma.f64 (log.f64 y) y x)
(fma.f64 y (log.f64 y) x)
(-.f64 x (*.f64 (neg.f64 y) (log.f64 y)))
(-.f64 x (neg.f64 (*.f64 (log.f64 y) y)))
(+.f64 (*.f64 (log.f64 y) y) x)
(+.f64 x (*.f64 (log.f64 y) y))
x
(*.f64 (log.f64 y) y)
(*.f64 y (log.f64 y))
(log.f64 (pow.f64 y y))
y
(log.f64 (fabs.f64 y))
(log.f64 y)
z
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (*.f64 (log.f64 y) y) z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (+.f64 x #s(literal 1 binary64)) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) #s(literal 1/2 binary64) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 x (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) #s(literal 1/2 binary64))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (*.f64 (log.f64 y) y) z))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y))
#s(approx (+ x (* y (log y))) (fma.f64 (log.f64 y) y x))
#s(approx x x)
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (.f64 (+.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) x))
#s(approx (+ x (* y (log y))) (*.f64 (fma.f64 y (/.f64 (log.f64 y) x) #s(literal 1 binary64)) x))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (-.f64 (*.f64 (log.f64 y) y) z) (neg.f64 x))))
#s(approx (- (+ x (* y (log y))) z) (.f64 (neg.f64 x) (-.f64 (neg.f64 (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) #s(literal 1 binary64))))
#s(approx (+ x (* y (log y))) (*.f64 (neg.f64 x) (neg.f64 (fma.f64 y (/.f64 (log.f64 y) x) #s(literal 1 binary64)))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 x z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y)) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (.f64 (.f64 (log.f64 y) (log.f64 y)) (exp.f64 (-.f64 x z))) y) #s(literal 1/2 binary64) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 y (fma.f64 y (fma.f64 (.f64 #s(literal 1/2 binary64) (exp.f64 (-.f64 x z))) (.f64 (log.f64 y) (log.f64 y)) (.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) y) #s(literal 1/6 binary64))) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) (exp.f64 (-.f64 x z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
#s(approx y y)
#s(approx (log y) (log.f64 y))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (neg.f64 (log.f64 y)) y)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 (neg.f64 (neg.f64 (log.f64 y))) (/.f64 (-.f64 x z) y)) y))
#s(approx (+ x (* y (log y))) (*.f64 (+.f64 (/.f64 x y) (neg.f64 (neg.f64 (log.f64 y)))) y))
#s(approx (log y) (neg.f64 (neg.f64 (log.f64 y))))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))) y))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (+.f64 (neg.f64 (/.f64 (-.f64 x z) y)) (neg.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))) y)))
#s(approx (+ x (* y (log y))) (neg.f64 (*.f64 (+.f64 (/.f64 (neg.f64 x) y) (neg.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))) y)))
#s(approx (log y) (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (fma.f64 (log.f64 y) y x)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (neg.f64 z) (exp.f64 (fma.f64 (log.f64 y) y x)) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (*.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) #s(literal 1/2 binary64) (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) z (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 z (fma.f64 (fma.f64 #s(literal -1/6 binary64) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) #s(literal 1/2 binary64))) z (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx z z)
#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal 1 binary64)) z))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 z) (+.f64 (neg.f64 (/.f64 (fma.f64 (log.f64 y) y x) z)) #s(literal 1 binary64))))

eval6.0ms (0.3%)

Memory: 14.0MiB live, 14.0MiB allocated; 0ms collecting garbage
Compiler: Compiled 590 to 240 computations (59.3% saved)

prune2.0ms (0.1%)

Memory

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

Pruning

3 alts after pruning (3 fresh and 0 done)

	Pruned	Kept	Total
New	56	3	59
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	57	3	60

Accuracy

100.0%

Counts

60 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	79.5%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
▶	56.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (neg.f64 (log.f64 y)) y))))
▶	50.3%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))

Status

Accuracy

Program

▶

79.5%

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

▶

56.6%

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

▶

50.3%

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

Compiler

Compiled 33 to 33 computations (0% saved)

series64.0ms (3.4%)

Memory

-42.8MiB live, 103.4MiB allocated; 11ms collecting garbage

Counts

15 → 47

Calls

Call 1

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

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx (- x z) #s(hole binary64 (* -1 z)))
#s(approx (- x z) #s(hole binary64 (- x z)))
#s(approx x #s(hole binary64 x))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (- x z) #s(hole binary64 (* x (+ 1 (* -1 (/ z x))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (- x z) #s(hole binary64 (* -1 (* x (- (/ z x) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (neg (* (neg (log y)) y)) #s(hole binary64 (* y (log y))))
#s(approx (* (neg (log y)) y) #s(hole binary64 (* -1 (* y (log y)))))
#s(approx (neg (log y)) #s(hole binary64 (* -1 (log y))))
#s(approx (log y) #s(hole binary64 (log y)))
#s(approx y #s(hole binary64 y))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (* (neg (log y)) y) #s(hole binary64 (* y (log (/ 1 y)))))
#s(approx (neg (log y)) #s(hole binary64 (log (/ 1 y))))
#s(approx (log y) #s(hole binary64 (* -1 (log (/ 1 y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (* (neg (log y)) y) #s(hole binary64 (* -1 (* y (+ (log -1) (* -1 (log (/ -1 y))))))))
#s(approx (neg (log y)) #s(hole binary64 (* -1 (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (log y) #s(hole binary64 (+ (log -1) (* -1 (log (/ -1 y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (* y (log y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx z #s(hole binary64 z))
#s(approx (- x z) #s(hole binary64 (+ x (* -1 z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (- x z) #s(hole binary64 (* z (- (/ x z) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))
#s(approx (- x z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ x z)))))))

Calls

9 calls:

Time	Variable		Point	Expression
18.0ms	y	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) z (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (neg (log y)) y) (neg (log y)) (log y) y (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) x)
16.0ms	x	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) z (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (neg (log y)) y) (neg (log y)) (log y) y (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) x)
9.0ms	y	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) z (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (neg (log y)) y) (neg (log y)) (log y) y (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) x)
8.0ms	y	@	-inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) z (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (neg (log y)) y) (neg (log y)) (log y) y (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) x)
6.0ms	z	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) z (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (neg (log y)) y) (neg (log y)) (log y) y (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) x)

rewrite61.0ms (3.2%)

Memory

14.6MiB live, 108.4MiB allocated; 3ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	196	1017
0	207	961
0	1226	894
1	3525	894

Stop Event

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

Counts

62 → 93

Calls

Call 1

Inputs
(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
(neg.f64 z)
z
(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (neg.f64 (log.f64 y)) y))))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (neg.f64 (log.f64 y)) y)))
(neg.f64 (*.f64 (neg.f64 (log.f64 y)) y))
(*.f64 (neg.f64 (log.f64 y)) y)
(neg.f64 (log.f64 y))
(log.f64 y)
y
(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
(-.f64 x z)
x
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx (- x z) #s(hole binary64 (* -1 z)))
#s(approx (- x z) #s(hole binary64 (- x z)))
#s(approx x #s(hole binary64 x))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (- x z) #s(hole binary64 (* x (+ 1 (* -1 (/ z x))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (- x z) #s(hole binary64 (* -1 (* x (- (/ z x) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (neg (* (neg (log y)) y)) #s(hole binary64 (* y (log y))))
#s(approx (* (neg (log y)) y) #s(hole binary64 (* -1 (* y (log y)))))
#s(approx (neg (log y)) #s(hole binary64 (* -1 (log y))))
#s(approx (log y) #s(hole binary64 (log y)))
#s(approx y #s(hole binary64 y))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (* (neg (log y)) y) #s(hole binary64 (* y (log (/ 1 y)))))
#s(approx (neg (log y)) #s(hole binary64 (log (/ 1 y))))
#s(approx (log y) #s(hole binary64 (* -1 (log (/ 1 y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (* (neg (log y)) y) #s(hole binary64 (* -1 (* y (+ (log -1) (* -1 (log (/ -1 y))))))))
#s(approx (neg (log y)) #s(hole binary64 (* -1 (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (log y) #s(hole binary64 (+ (log -1) (* -1 (log (/ -1 y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (* y (log y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx z #s(hole binary64 z))
#s(approx (- x z) #s(hole binary64 (+ x (* -1 z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (- x z) #s(hole binary64 (* z (- (/ x z) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))
#s(approx (- x z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ x z)))))))

Outputs
(fabs.f64 (exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z))))
(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
(+.f64 (cosh.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z))) (sinh.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z))))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
(*.f64 #s(literal -1 binary64) z)
(*.f64 z #s(literal -1 binary64))
(neg.f64 z)
z
(fabs.f64 (exp.f64 #s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 (log.f64 y)) (neg.f64 y)))))
(exp.f64 #s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 (log.f64 y)) (neg.f64 y))))
(+.f64 (cosh.f64 #s(approx (- (+ x (* y (log y))) z) (.f64 (neg.f64 (log.f64 y)) (neg.f64 y)))) (sinh.f64 #s(approx (- (+ x ( y (log y))) z) (*.f64 (neg.f64 (log.f64 y)) (neg.f64 y)))))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 (log.f64 y)) (neg.f64 y)))
(.f64 (.f64 #s(literal -1 binary64) y) (neg.f64 (log.f64 y)))
(*.f64 (neg.f64 (neg.f64 (log.f64 y))) y)
(.f64 (.f64 (neg.f64 (log.f64 y)) y) #s(literal -1 binary64))
(*.f64 (neg.f64 (log.f64 y)) (neg.f64 y))
(.f64 #s(literal -1 binary64) (.f64 (neg.f64 (log.f64 y)) y))
(neg.f64 (*.f64 (neg.f64 (log.f64 y)) y))
(.f64 (.f64 #s(literal -1 binary64) y) (log.f64 y))
(*.f64 (neg.f64 (log.f64 y)) y)
(.f64 #s(literal -1 binary64) (.f64 (log.f64 y) y))
(.f64 (.f64 (log.f64 y) y) #s(literal -1 binary64))
(*.f64 y (neg.f64 (log.f64 y)))
(neg.f64 (*.f64 (log.f64 y) y))
(log.f64 (pow.f64 (/.f64 #s(literal 1 binary64) y) y))
(*.f64 #s(literal -1 binary64) (log.f64 y))
(*.f64 (log.f64 y) #s(literal -1 binary64))
(neg.f64 (log.f64 y))
(log.f64 (fabs.f64 (/.f64 #s(literal 1 binary64) y)))
(log.f64 (/.f64 #s(literal 1 binary64) y))
(log.f64 (fabs.f64 y))
(log.f64 y)
y
(fabs.f64 (exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z))))
(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
(+.f64 (cosh.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z))) (sinh.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
(neg.f64 (-.f64 z x))
(fma.f64 #s(literal -1 binary64) z x)
(fma.f64 z #s(literal -1 binary64) x)
(-.f64 x (*.f64 #s(literal 1 binary64) z))
(-.f64 x (neg.f64 (neg.f64 z)))
(-.f64 x z)
(+.f64 (neg.f64 z) x)
(+.f64 x (neg.f64 z))
x
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (*.f64 (log.f64 y) y) z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (+.f64 x #s(literal 1 binary64)) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) #s(literal 1/2 binary64) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 x (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) #s(literal 1/2 binary64))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (*.f64 (log.f64 y) y) z))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx (- x z) (neg.f64 z))
#s(approx (- x z) (-.f64 x z))
#s(approx x x)
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (.f64 (+.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) x))
#s(approx (- x z) (*.f64 (+.f64 (/.f64 (neg.f64 z) x) #s(literal 1 binary64)) x))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (-.f64 (*.f64 (log.f64 y) y) z) (neg.f64 x))))
#s(approx (- (+ x (* y (log y))) z) (.f64 (neg.f64 x) (-.f64 (neg.f64 (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) #s(literal 1 binary64))))
#s(approx (- x z) (*.f64 (neg.f64 x) (-.f64 (/.f64 z x) #s(literal 1 binary64))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 x z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y)) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (.f64 (.f64 (log.f64 y) (log.f64 y)) (exp.f64 (-.f64 x z))) y) #s(literal 1/2 binary64) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 y (fma.f64 y (fma.f64 (.f64 #s(literal 1/2 binary64) (exp.f64 (-.f64 x z))) (.f64 (log.f64 y) (log.f64 y)) (.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) y) #s(literal 1/6 binary64))) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) (exp.f64 (-.f64 x z))))
#s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))
#s(approx (* (neg (log y)) y) (*.f64 (neg.f64 (log.f64 y)) y))
#s(approx (neg (log y)) (neg.f64 (log.f64 y)))
#s(approx (log y) (log.f64 y))
#s(approx y y)
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 (log.f64 y)) (neg.f64 y)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 (neg.f64 (neg.f64 (log.f64 y))) (/.f64 (-.f64 x z) y)) y))
#s(approx (* (neg (log y)) y) (*.f64 (neg.f64 (log.f64 y)) y))
#s(approx (neg (log y)) (neg.f64 (log.f64 y)))
#s(approx (log y) (neg.f64 (neg.f64 (log.f64 y))))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))) y))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (+.f64 (neg.f64 (/.f64 (-.f64 x z) y)) (neg.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))) y)))
#s(approx (* (neg (log y)) y) (neg.f64 (*.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))) y)))
#s(approx (neg (log y)) (neg.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y))))))
#s(approx (log y) (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (fma.f64 (log.f64 y) y x)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (neg.f64 z) (exp.f64 (fma.f64 (log.f64 y) y x)) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (*.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) #s(literal 1/2 binary64) (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) z (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 z (fma.f64 (fma.f64 #s(literal -1/6 binary64) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) #s(literal 1/2 binary64))) z (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (- (+ x (* y (log y))) z) (fma.f64 (log.f64 y) y x))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx z z)
#s(approx (- x z) (-.f64 x z))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal 1 binary64)) z))
#s(approx (- x z) (*.f64 (-.f64 (/.f64 x z) #s(literal 1 binary64)) z))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 z) (+.f64 (neg.f64 (/.f64 (fma.f64 (log.f64 y) y x) z)) #s(literal 1 binary64))))
#s(approx (- x z) (*.f64 (neg.f64 z) (+.f64 (/.f64 (neg.f64 x) z) #s(literal 1 binary64))))

eval7.0ms (0.4%)

Memory: 22.3MiB live, 22.3MiB allocated; 0ms collecting garbage
Compiler: Compiled 740 to 333 computations (55% saved)

prune3.0ms (0.2%)

Memory

7.9MiB live, 7.9MiB allocated; 0ms collecting garbage

Pruning

3 alts after pruning (1 fresh and 2 done)

	Pruned	Kept	Total
New	74	1	75
Fresh	0	0	0
Picked	1	2	3
Done	0	0	0
Total	75	3	78

Accuracy

100.0%

Counts

78 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	79.5%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
✓	50.3%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
▶	56.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))))

Status

Accuracy

Program

✓

79.5%

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

✓

50.3%

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

▶

56.6%

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

Compiler

Compiled 36 to 35 computations (2.8% saved)

series51.0ms (2.7%)

Memory

-12.5MiB live, 87.0MiB allocated; 13ms collecting garbage

Counts

6 → 35

Calls

Call 1

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

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 x))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- x z)))
#s(approx (neg (* (neg (log y)) y)) #s(hole binary64 (* y (log y))))
#s(approx (log y) #s(hole binary64 (log y)))
#s(approx y #s(hole binary64 y))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (log y) #s(hole binary64 (* -1 (log (/ 1 y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (log y) #s(hole binary64 (+ (log -1) (* -1 (log (/ -1 y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (* y (log y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))

Calls

9 calls:

Time	Variable		Point	Expression
11.0ms	y	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (log y) y) (log y) y)
9.0ms	y	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (log y) y) (log y) y)
7.0ms	y	@	-inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (log y) y) (log y) y)
4.0ms	x	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (log y) y) (log y) y)
2.0ms	z	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg (* (neg (log y)) y)) (* (log y) y) (log y) y)

rewrite52.0ms (2.7%)

Memory

5.7MiB live, 52.2MiB allocated; 2ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	161	852
0	165	812
0	1073	746
1	3126	746

Stop Event

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

Counts

41 → 46

Calls

Call 1

Inputs
(exp.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))))
#s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y)))
#s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))
(*.f64 (log.f64 y) y)
(log.f64 y)
y
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 x))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- x z)))
#s(approx (neg (* (neg (log y)) y)) #s(hole binary64 (* y (log y))))
#s(approx (log y) #s(hole binary64 (log y)))
#s(approx y #s(hole binary64 y))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (log y) #s(hole binary64 (* -1 (log (/ 1 y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (log y) #s(hole binary64 (+ (log -1) (* -1 (log (/ -1 y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (* y (log y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))

Outputs
(fabs.f64 (exp.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y)))))
(exp.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))))
(+.f64 (cosh.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (.f64 (log.f64 y) y)))) (sinh.f64 #s(approx (- (+ x ( y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y)))))
#s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y)))
#s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))
(*.f64 (log.f64 y) y)
(*.f64 y (log.f64 y))
(log.f64 (pow.f64 y y))
(log.f64 (fabs.f64 y))
(log.f64 y)
y
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (*.f64 (log.f64 y) y) z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (+.f64 x #s(literal 1 binary64)) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) #s(literal 1/2 binary64) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 x (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) #s(literal 1/2 binary64))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (*.f64 (log.f64 y) y) z))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) x)
#s(approx (- (+ x (* y (log y))) z) (.f64 (+.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) x))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (-.f64 (*.f64 (log.f64 y) y) z) (neg.f64 x))))
#s(approx (- (+ x (* y (log y))) z) (.f64 (neg.f64 x) (-.f64 (neg.f64 (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) #s(literal 1 binary64))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 x z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y)) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (.f64 (.f64 (log.f64 y) (log.f64 y)) (exp.f64 (-.f64 x z))) y) #s(literal 1/2 binary64) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 y (fma.f64 y (fma.f64 (.f64 #s(literal 1/2 binary64) (exp.f64 (-.f64 x z))) (.f64 (log.f64 y) (log.f64 y)) (.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) y) #s(literal 1/6 binary64))) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) (exp.f64 (-.f64 x z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
#s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))
#s(approx (log y) (log.f64 y))
#s(approx y y)
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 (log.f64 y)) (neg.f64 y)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 (neg.f64 (neg.f64 (log.f64 y))) (/.f64 (-.f64 x z) y)) y))
#s(approx (log y) (neg.f64 (neg.f64 (log.f64 y))))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))) y))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (+.f64 (neg.f64 (/.f64 (-.f64 x z) y)) (neg.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))) y)))
#s(approx (log y) (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (fma.f64 (log.f64 y) y x)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (neg.f64 z) (exp.f64 (fma.f64 (log.f64 y) y x)) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (*.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) #s(literal 1/2 binary64) (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) z (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 z (fma.f64 (fma.f64 #s(literal -1/6 binary64) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) #s(literal 1/2 binary64))) z (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (- (+ x (* y (log y))) z) (fma.f64 (log.f64 y) y x))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal 1 binary64)) z))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 z) (+.f64 (neg.f64 (/.f64 (fma.f64 (log.f64 y) y x) z)) #s(literal 1 binary64))))

eval20.0ms (1.1%)

Memory: -32.8MiB live, 12.3MiB allocated; 4ms collecting garbage
Compiler: Compiled 469 to 175 computations (62.7% saved)

prune1.0ms (0.1%)

Memory

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

Pruning

3 alts after pruning (1 fresh and 2 done)

	Pruned	Kept	Total
New	34	1	35
Fresh	0	0	0
Picked	0	1	1
Done	1	1	2
Total	35	3	38

Accuracy

100.0%

Counts

38 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	50.3%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
✓	56.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))))
▶	55.4%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) x))

Status

Accuracy

Program

✓

50.3%

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

✓

56.6%

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

▶

55.4%

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

Compiler

Compiled 35 to 34 computations (2.9% saved)

series42.0ms (2.2%)

Memory

23.2MiB live, 69.7MiB allocated; 14ms collecting garbage

Counts

3 → 30

Calls

Call 1

Inputs
(exp.f64 #s(approx (- (+ x (* y (log y))) z) x))
#s(approx (- (+ x (* y (log y))) z) x)
x

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx x #s(hole binary64 x))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- x z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (* y (log y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))

Calls

9 calls:

Time	Variable		Point	Expression
30.0ms	y	@	-inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) x)
2.0ms	z	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) x)
2.0ms	y	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) x)
2.0ms	x	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) x)
2.0ms	y	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) x)

rewrite58.0ms (3%)

Memory

6.7MiB live, 52.3MiB allocated; 9ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	150	768
0	151	732
0	1052	667
1	3103	667

Stop Event

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

Counts

33 → 35

Calls

Call 1

Inputs
(exp.f64 #s(approx (- (+ x (* y (log y))) z) x))
#s(approx (- (+ x (* y (log y))) z) x)
x
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (* y (log y)) z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- (+ x (* y (log y))) z)))
#s(approx x #s(hole binary64 x))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (+ x (* y (log y))) z))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- (* y (log y)) (+ z (* -1 x))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (- x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (- x z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (log (/ 1 y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (* y (log y))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (* y (log y)))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (+ x (+ (* -1 z) (* y (log y))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 z)))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(hole binary64 (exp (+ x (+ (* -1 z) (* y (log y)))))))
#s(approx (- (+ x (* y (log y))) z) #s(hole binary64 (* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))))

Outputs
(fabs.f64 (exp.f64 #s(approx (- (+ x (* y (log y))) z) x)))
(exp.f64 #s(approx (- (+ x (* y (log y))) z) x))
(+.f64 (cosh.f64 #s(approx (- (+ x (* y (log y))) z) x)) (sinh.f64 #s(approx (- (+ x (* y (log y))) z) x)))
#s(approx (- (+ x (* y (log y))) z) x)
x
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (*.f64 (log.f64 y) y) z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (+.f64 x #s(literal 1 binary64)) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) #s(literal 1/2 binary64) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 x (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) x) (.f64 (exp.f64 (-.f64 (.f64 (log.f64 y) y) z)) #s(literal 1/2 binary64))) x (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))) (exp.f64 (-.f64 (.f64 (log.f64 y) y) z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (*.f64 (log.f64 y) y) z))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx x x)
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (.f64 (+.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) x))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (-.f64 (*.f64 (log.f64 y) y) z) (neg.f64 x))))
#s(approx (- (+ x (* y (log y))) z) (.f64 (neg.f64 x) (-.f64 (neg.f64 (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x)) #s(literal 1 binary64))))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 x z)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y)) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (.f64 (.f64 (.f64 (log.f64 y) (log.f64 y)) (exp.f64 (-.f64 x z))) y) #s(literal 1/2 binary64) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 y (fma.f64 y (fma.f64 (.f64 #s(literal 1/2 binary64) (exp.f64 (-.f64 x z))) (.f64 (log.f64 y) (log.f64 y)) (.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) y) #s(literal 1/6 binary64))) (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) (exp.f64 (-.f64 x z))))
#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (neg.f64 (log.f64 y)) y)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 (neg.f64 (neg.f64 (log.f64 y))) (/.f64 (-.f64 x z) y)) y))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))) y))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 (*.f64 (+.f64 (neg.f64 (/.f64 (-.f64 x z) y)) (neg.f64 (+.f64 #s(literal 0 binary64) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)))))) y)))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (fma.f64 (log.f64 y) y x)))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (neg.f64 z) (exp.f64 (fma.f64 (log.f64 y) y x)) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 (fma.f64 (*.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) #s(literal 1/2 binary64) (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) z (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (fma.f64 z (fma.f64 (fma.f64 #s(literal -1/6 binary64) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) z) (.f64 (exp.f64 (fma.f64 (log.f64 y) y x)) #s(literal 1/2 binary64))) z (neg.f64 (exp.f64 (fma.f64 (log.f64 y) y x)))) (exp.f64 (fma.f64 (log.f64 y) y x))))
#s(approx (- (+ x (* y (log y))) z) (fma.f64 (log.f64 y) y x))
#s(approx (- (+ x (* y (log y))) z) (-.f64 (fma.f64 (log.f64 y) y x) z))
#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal 1 binary64)) z))
#s(approx (exp (- (+ x (* y (log y))) z)) (exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
#s(approx (- (+ x (* y (log y))) z) (*.f64 (neg.f64 z) (+.f64 (neg.f64 (/.f64 (fma.f64 (log.f64 y) y x) z)) #s(literal 1 binary64))))

eval3.0ms (0.2%)

Memory: 7.2MiB live, 7.2MiB allocated; 0ms collecting garbage
Compiler: Compiled 399 to 138 computations (65.4% saved)

prune15.0ms (0.8%)

Memory

-40.4MiB live, 7.2MiB allocated; 2ms collecting garbage

Pruning

3 alts after pruning (0 fresh and 3 done)

	Pruned	Kept	Total
New	29	0	29
Fresh	0	0	0
Picked	0	1	1
Done	0	2	2
Total	29	3	32

Accuracy

100.0%

Counts

32 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	50.3%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
✓	56.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) #s(approx (neg (* (neg (log y)) y)) (*.f64 (log.f64 y) y))))
✓	55.4%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) x))

Status

Accuracy

Program

✓

50.3%

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

✓

56.6%

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

✓

55.4%

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

Compiler

Compiled 82 to 66 computations (19.5% saved)

regimes16.0ms (0.9%)

Memory

35.3MiB live, 35.3MiB allocated; 0ms collecting garbage

Counts

6 → 1

Calls

Call 1

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

Outputs
(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))

Calls

7 calls:

2.0ms	x
2.0ms	(+.f64 x (*.f64 y (log.f64 y)))
2.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
2.0ms	(*.f64 y (log.f64 y))
2.0ms	z

Results

Accuracy	Segments	Branch
100.0%	1	`(*.f64 y (log.f64 y))`
100.0%	1	`(+.f64 x (*.f64 y (log.f64 y)))`
100.0%	1	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
100.0%	1	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`

Compiler

Compiled 26 to 35 computations (-34.6% saved)

regimes31.0ms (1.6%)

Memory

-11.4MiB live, 35.8MiB allocated; 1ms collecting garbage

Counts

5 → 2

Calls

Call 1

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

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

Calls

7 calls:

18.0ms	y
2.0ms	(*.f64 y (log.f64 y))
2.0ms	x
2.0ms	(+.f64 x (*.f64 y (log.f64 y)))
2.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)

Results

Accuracy	Segments	Branch
93.9%	2	`(*.f64 y (log.f64 y))`
87.1%	2	`(+.f64 x (*.f64 y (log.f64 y)))`
83.0%	2	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
82.2%	2	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
85.0%	3	`x`
93.9%	2	`y`
83.3%	3	`z`

Compiler

Compiled 26 to 35 computations (-34.6% saved)

regimes25.0ms (1.3%)

Memory

-17.5MiB live, 32.0MiB allocated; 12ms collecting garbage

Counts

3 → 1

Calls

Call 1

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

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

Calls

7 calls:

15.0ms	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
2.0ms	x
2.0ms	(*.f64 y (log.f64 y))
2.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
2.0ms	(+.f64 x (*.f64 y (log.f64 y)))

Results

Accuracy	Segments	Branch
79.5%	1	`z`
79.5%	1	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
79.5%	1	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
79.5%	1	`x`
79.5%	1	`(+.f64 x (*.f64 y (log.f64 y)))`
79.5%	1	`(*.f64 y (log.f64 y))`
79.5%	1	`y`

Compiler

Compiled 26 to 35 computations (-34.6% saved)

regimes9.0ms (0.5%)

Memory

22.4MiB live, 22.4MiB allocated; 0ms collecting garbage

Counts

2 → 3

Calls

Call 1

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

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

Calls

7 calls:

1.0ms	(+.f64 x (*.f64 y (log.f64 y)))
1.0ms	(*.f64 y (log.f64 y))
1.0ms	x
1.0ms	y
1.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)

Results

Accuracy	Segments	Branch
74.9%	3	`x`
60.4%	3	`(*.f64 y (log.f64 y))`
70.4%	3	`(+.f64 x (*.f64 y (log.f64 y)))`
55.4%	1	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
60.4%	3	`y`
55.4%	1	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
76.1%	3	`z`

Compiler

Compiled 26 to 35 computations (-34.6% saved)

regimes9.0ms (0.5%)

Memory

-28.8MiB live, 19.9MiB allocated; 2ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
(exp.f64 #s(approx (- (+ x (* y (log y))) z) x))

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

Calls

7 calls:

2.0ms	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
1.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
1.0ms	y
1.0ms	(+.f64 x (*.f64 y (log.f64 y)))
1.0ms	(*.f64 y (log.f64 y))

Results

Accuracy	Segments	Branch
55.4%	1	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
55.4%	1	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
55.4%	1	`y`
55.4%	1	`(*.f64 y (log.f64 y))`
55.4%	1	`(+.f64 x (*.f64 y (log.f64 y)))`
55.4%	1	`x`
55.4%	1	`z`

Compiler

Compiled 26 to 35 computations (-34.6% saved)

bsearch11.0ms (0.6%)

Memory

19.7MiB live, 19.7MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
9.0ms	22559028575865870.0	1803867595708852500.0

Samples

5.0ms

112×

valid

Compiler

Compiled 194 to 203 computations (-4.6% saved)

Precisions

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

ival-log: 1.0ms (33.3% of total)

ival-exp: 1.0ms (33.3% of total)

ival-mult!: 1.0ms (33.3% of total)

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

adjust: 0.0ms (0% of total)

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

bsearch27.0ms (1.4%)

Memory

-2.5MiB live, 44.5MiB allocated; 2ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
8.0ms	5.216268258949168e+44	2.1789810359572563e+45
16.0ms	-0.0011623375931101498	-6.569261581057423e-35

Samples

15.0ms

272×

valid

Compiler

Compiled 335 to 371 computations (-10.7% saved)

Precisions

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

ival-log: 3.0ms (33.9% of total)

ival-exp: 3.0ms (33.9% of total)

ival-sub!: 1.0ms (11.3% of total)

ival-add!: 1.0ms (11.3% of total)

ival-mult!: 1.0ms (11.3% of total)

adjust: 0.0ms (0% of total)

derivations12.0ms (0.6%)

Memory

20.1MiB live, 20.1MiB allocated; 0ms collecting garbage

Stop Event

1×

done

Compiler

Compiled 50 to 36 computations (28% saved)

preprocess52.0ms (2.7%)

Memory: -4.2MiB live, 91.1MiB allocated; 6ms collecting garbage
Remove: (abs y)
Compiler: Compiled 208 to 176 computations (15.4% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze1.0ms (0%)

sample1.1s (59.1%)

preprocess54.0ms (2.8%)

series80.0ms (4.2%)

rewrite67.0ms (3.5%)

eval6.0ms (0.3%)

prune2.0ms (0.1%)

series64.0ms (3.4%)

rewrite61.0ms (3.2%)

eval7.0ms (0.4%)

prune3.0ms (0.2%)

series51.0ms (2.7%)

rewrite52.0ms (2.7%)

eval20.0ms (1.1%)

prune1.0ms (0.1%)

series42.0ms (2.2%)

rewrite58.0ms (3%)

eval3.0ms (0.2%)

prune15.0ms (0.8%)

regimes16.0ms (0.9%)

regimes31.0ms (1.6%)

regimes25.0ms (1.3%)

regimes9.0ms (0.5%)

regimes9.0ms (0.5%)

bsearch11.0ms (0.6%)

bsearch27.0ms (1.4%)

derivations12.0ms (0.6%)

preprocess52.0ms (2.7%)

end0.0ms (0%)

Profiling