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

start10.0ms (0.7%)

Memory: 0.1MiB live, 0.1MiB allocated; 13ms collecting garbage

analyze1.0ms (0.1%)

Memory

-40.3MiB live, 1.6MiB 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)

sample797.0ms (57.2%)

Memory

17.8MiB live, 707.0MiB allocated; 198ms collecting garbage

Samples

544.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 328.0ms

ival-mult!: 122.0ms (37.2% of total)

ival-log: 108.0ms (32.9% of total)

ival-exp: 58.0ms (17.7% of total)

ival-add!: 21.0ms (6.4% of total)

ival-sub!: 18.0ms (5.5% of total)

adjust: 2.0ms (0.6% of total)

Bogosity

explain94.0ms (6.8%)

Memory

-1.7MiB live, 91.7MiB allocated; 9ms collecting garbage

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
-	-	`(*.f64 y (log.f64 y))`
-	-	`(log.f64 y)`
-	-	`y`
-	-	`(+.f64 x (*.f64 y (log.f64 y)))`
-	-	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
-	-	`z`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	1	255

Precision?

0.0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0.0

Recall?

0/0

Samples

31.0ms

512×

valid

Compiler

Compiled 77 to 28 computations (63.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 15.0ms

ival-log: 6.0ms (39.5% of total)

ival-exp: 4.0ms (26.3% of total)

ival-mult!: 3.0ms (19.7% of total)

ival-sub!: 1.0ms (6.6% of total)

ival-add!: 1.0ms (6.6% of total)

adjust: 0.0ms (0% of total)

preprocess69.0ms (4.9%)

Memory

-43.1MiB live, 18.0MiB allocated; 57ms collecting garbage

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	37	99
1	112	99
2	329	91
3	1001	91
4	3915	89

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))

Compiler

Compiled 18 to 16 computations (11.1% saved)

series72.0ms (5.1%)

Memory

7.1MiB live, 102.6MiB allocated; 11ms collecting garbage

Counts

8 → 48

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))
#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))
#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 (log y)) #s(hole binary64 (* y (log y))))
#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 (* -1 (* y (log (/ 1 y))))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* y (+ (* -1 (log (/ 1 y))) (/ x y)))))
#s(approx (* y (log y)) #s(hole binary64 (* -1 (* y (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 (+ x (* y (log y))) #s(hole binary64 (* y (+ (log -1) (* -1 (log (/ -1 y)))))))
#s(approx (+ x (* y (log y))) #s(hole binary64 (* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))))
#s(approx (* y (log y)) #s(hole binary64 (* y (+ (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 (* 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
36.0ms	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)
7.0ms	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)
6.0ms	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)
4.0ms	z	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) x (* y (log y)) y (log y) z)

rewrite181.0ms (13%)

Memory

39.8MiB live, 177.3MiB allocated; 38ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	181	1008
0	189	950
1	996	859
0	8745	811

Stop Event

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

Counts

56 → 165

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

eval18.0ms (1.3%)

Memory: -23.2MiB live, 23.5MiB allocated; 2ms collecting garbage
Compiler: Compiled 3 394 to 648 computations (80.9% saved)

prune141.0ms (10.1%)

Memory

-13.2MiB live, 131.6MiB allocated; 14ms collecting garbage

Pruning

1 alts after pruning (0 fresh and 1 done)

	Pruned	Kept	Total
New	161	0	161
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	161	1	162

Accuracy

100.0%

Counts

162 → 1

Alt Table

Click to see full alt table

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

Compiler

Compiled 18 to 16 computations (11.1% saved)

derivations0.0ms (0%)

Memory

0.2MiB live, 0.2MiB allocated; 0ms collecting garbage

Stop Event

1×

done

Compiler

Compiled 9 to 8 computations (11.1% saved)

preprocess10.0ms (0.7%)

Memory: 13.2MiB live, 13.2MiB allocated; 0ms collecting garbage
Compiler: Compiled 36 to 32 computations (11.1% saved)

end0.0ms (0%)

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

start10.0ms (0.7%)

analyze1.0ms (0.1%)

sample797.0ms (57.2%)

explain94.0ms (6.8%)

preprocess69.0ms (4.9%)

series72.0ms (5.1%)

rewrite181.0ms (13%)

eval18.0ms (1.3%)

prune141.0ms (10.1%)

derivations0.0ms (0%)

preprocess10.0ms (0.7%)

end0.0ms (0%)

Profiling