Metrics for Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2

start0.0ms (0%)

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

analyze107.0ms (0.8%)

Memory

-33.9MiB live, 167.7MiB allocated; 36ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	49.9%	0.2%	0%	49.9%	0%	3
0%	0%	49.9%	0.2%	0%	49.9%	0%	4
0%	0%	49.9%	0.2%	0%	49.9%	0%	5
0%	0%	49.9%	0.2%	0%	49.9%	0%	6
0%	0%	25%	0.2%	0%	74.9%	0%	7
0%	0%	25%	0.2%	0%	74.9%	0%	8
0%	0%	25%	0.2%	0%	74.9%	0%	9
0%	0%	25%	0.2%	0%	74.9%	0%	10
50%	12.5%	12.5%	0.2%	0%	74.9%	0%	11
50%	12.5%	12.5%	0.2%	0%	74.9%	0%	12

Compiler

Compiled 19 to 16 computations (15.8% saved)

sample3.3s (25.1%)

Memory

64.2MiB live, 3 681.1MiB allocated; 724ms collecting garbage

Samples

1.6s	2 263×	1	valid
941.0ms	5 993×	0	valid

Precisions

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

ival-log: 1.2s (56.9% of total)

ival-sub: 319.0ms (15.6% of total)

adjust: 300.0ms (14.7% of total)

ival-mult: 176.0ms (8.6% of total)

ival-add: 69.0ms (3.4% of total)

ival-true: 7.0ms (0.3% of total)

exact: 6.0ms (0.3% of total)

ival-assert: 4.0ms (0.2% of total)

Bogosity

explain695.0ms (5.2%)

Memory

-18.4MiB live, 731.9MiB allocated; 126ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
254	-	-	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	-	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
0	-	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	-	`(log.f64 y)`
0	-	-	`t`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))`
0	-	-	`(-.f64 z #s(literal 1 binary64))`
0	-	-	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
0	-	-	`(-.f64 x #s(literal 1 binary64))`
0	-	-	`y`
0	-	-	`(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	254	1

Confusion

	Predicted +	Predicted -
+	25	0
-	229	2

Precision

0.0984251968503937

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	25	0	0
-	229	1	1

Precision?

0.09803921568627451

Recall?

1.0

Freqs

test

number	freq
0	2
1	254

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

322.0ms	340×	1	valid
143.0ms	144×	2	valid
4.0ms	28×	0	valid

Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 316.0ms

ival-log: 171.0ms (54.1% of total)

adjust: 58.0ms (18.4% of total)

ival-mult: 55.0ms (17.4% of total)

ival-sub: 25.0ms (7.9% of total)

ival-add: 6.0ms (1.9% of total)

ival-true: 1.0ms (0.3% of total)

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

exact: 0.0ms (0% of total)

preprocess33.0ms (0.2%)

Memory

-20.7MiB live, 82.4MiB allocated; 10ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16

Stop Event

1×	iter limit
1×	saturated
1×	iter limit
1×	saturated

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Outputs

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

(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)

Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	91.0%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify6.0ms (0%)

Memory

16.9MiB live, 16.9MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
cost-diff	0	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	1	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	66
0	23	66
1	33	66
2	52	66
3	82	66
4	115	66
5	121	66
6	124	66
0	124	64

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize121.0ms (0.9%)

Memory

-50.5MiB live, 194.8MiB allocated; 18ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.01953125	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.16796875	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	57.06284300200363	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

66.0ms	170×	1	valid
37.0ms	72×	2	valid
3.0ms	14×	0	valid

Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 87.0ms

ival-log: 44.0ms (50.5% of total)

adjust: 19.0ms (21.8% of total)

ival-mult: 11.0ms (12.6% of total)

ival-sub: 10.0ms (11.5% of total)

ival-add: 2.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

series139.0ms (1%)

Memory

20.1MiB live, 152.0MiB allocated; 32ms collecting garbage

Counts

6 → 86

Calls

Call 1

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

Outputs
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
-1
(- x 1)
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (- (/ 1 x) 1)))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* y (+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 1)))))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(* -1 (* (log (/ 1 y)) (- x 1)))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))
(+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 (* (log (/ -1 y)) (- z 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- z 1) y)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(* -1 (log (- 1 y)))
(+ (* -1 (log (- 1 y))) (* z (log (- 1 y))))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))

Calls

12 calls:

Time	Variable		Point	Expression
45.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
32.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
16.0ms	t	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
13.0ms	y	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
10.0ms	x	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))

simplify233.0ms (1.8%)

Memory

15.1MiB live, 245.9MiB allocated; 70ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	232	1560
1	786	1431
2	2849	1356
0	8511	1307

Stop Event

1×	iter limit
1×	node limit

Counts

86 → 85

Calls

Call 1

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

rewrite248.0ms (1.9%)

Memory

6.7MiB live, 235.9MiB allocated; 41ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	53
0	23	53
1	95	51
2	744	51
0	8347	47

Stop Event

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

Counts

6 → 210

Calls

Call 1

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

Outputs
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(+.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)))) (-.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)))) t))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t))) (/.f64 (.f64 (neg.f64 t) t) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t))))
(+.f64 (-.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(+.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(*.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(/.f64 (neg.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))) (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (neg.f64 (*.f64 (log.f64 y) (fma.f64 x x #s(literal -1 binary64)))) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (log.f64 y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(/.f64 (*.f64 (log.f64 y) (fma.f64 x x #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) x))
(/.f64 (*.f64 (log.f64 y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(-.f64 (log.f64 (pow.f64 y x)) (log.f64 y))
(+.f64 (log.f64 (pow.f64 y (/.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))) (log.f64 (pow.f64 y (/.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))))
(log.f64 (pow.f64 y (-.f64 x #s(literal 1 binary64))))
(*.f64 (/.f64 (+.f64 #s(literal 1 binary64) x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64)))
(/.f64 (-.f64 (.f64 (/.f64 (.f64 x x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (.f64 x x) (+.f64 #s(literal 1 binary64) x))) (.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))) (+.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))) (.f64 (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)))) (+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))))
(/.f64 (-.f64 (pow.f64 (/.f64 (.f64 x x) (+.f64 #s(literal 1 binary64) x)) #s(literal 3 binary64)) (pow.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) #s(literal 3 binary64))) (fma.f64 (/.f64 (.f64 x x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (.f64 x x) (+.f64 #s(literal 1 binary64) x)) (fma.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) #s(literal 3 binary64)) (pow.f64 (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (fma.f64 (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) (*.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 x x #s(literal -1 binary64)))) (neg.f64 (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))))
(/.f64 (-.f64 (fma.f64 x x (pow.f64 x #s(literal 3 binary64))) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal 1 binary64))) (*.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (neg.f64 (fma.f64 x x #s(literal -1 binary64))) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x))
(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(neg.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))))
(-.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))
(-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)))
(-.f64 x #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(/.f64 (-.f64 (.f64 (log1p.f64 (.f64 y (neg.f64 y))) (log1p.f64 (.f64 y (neg.f64 y)))) (.f64 (log1p.f64 y) (log1p.f64 y))) (+.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y)))
(/.f64 (-.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (.f64 (log1p.f64 (fma.f64 y y y)) (log1p.f64 (fma.f64 y y y)))) (+.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y))))
(/.f64 (-.f64 (pow.f64 (log1p.f64 (.f64 y (neg.f64 y))) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64))) (fma.f64 (log1p.f64 (.f64 y (neg.f64 y))) (log1p.f64 (.f64 y (neg.f64 y))) (fma.f64 (log1p.f64 y) (log1p.f64 y) (.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y)))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) #s(literal 3 binary64)) (pow.f64 (log1p.f64 (fma.f64 y y y)) #s(literal 3 binary64))) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 (log1p.f64 (fma.f64 y y y)) (log1p.f64 (fma.f64 y y y)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y))))))
(-.f64 (log.f64 (+.f64 #s(literal -1 binary64) (*.f64 y y))) (log.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (log.f64 (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(-.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (/.f64 (log1p.f64 (neg.f64 y)) (+.f64 z #s(literal 1 binary64))) (/.f64 (fma.f64 z z #s(literal -1 binary64)) #s(literal 1 binary64)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(/.f64 (neg.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (fma.f64 #s(literal -1 binary64) z #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (fma.f64 z z (+.f64 z #s(literal 1 binary64)))))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64)))) (fma.f64 #s(literal -1 binary64) z #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (fma.f64 z z (+.f64 z #s(literal 1 binary64)))))
(/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(neg.f64 (*.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))))
(-.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) z)) (log1p.f64 (neg.f64 y)))
(+.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))) (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))))
(log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))))

eval57.0ms (0.4%)

Memory: 13.6MiB live, 57.3MiB allocated; 7ms collecting garbage
Compiler: Compiled 12 005 to 1 192 computations (90.1% saved)

prune95.0ms (0.7%)

Memory

-21.8MiB live, 85.7MiB allocated; 51ms collecting garbage

Pruning

17 alts after pruning (17 fresh and 0 done)

	Pruned	Kept	Total
New	268	17	285
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	269	17	286

Accuracy

99.9%

Counts

286 → 17

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
	45.6%	(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
	53.5%	(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(literal 1 binary64) x) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (+.f64 #s(literal 1 binary64) x)))
	39.2%	(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64))))
	67.6%	(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	57.8%	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	91.0%	(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	47.0%	(-.f64 (log.f64 (*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) t)
	99.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
▶	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	76.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
	36.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
	70.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	78.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t)))
▶	35.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 048 to 700 computations (33.2% saved)

simplify265.0ms (2%)

Memory

10.2MiB live, 102.6MiB allocated; 5ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))
cost-diff	0	(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
cost-diff	0	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	1	(+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	0	(.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
cost-diff	0	(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	1	(+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	4	(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
cost-diff	0	(+.f64 #s(literal -1 binary64) x)
cost-diff	0	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(-.f64 z #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	391
0	83	387
1	131	387
2	236	387
3	461	387
4	794	387
5	1425	387
6	2332	387
7	2705	387
8	3005	387
9	4191	387
10	4665	387
11	5196	387
12	5618	371
13	5701	371
14	5701	371
15	5802	371
16	6046	371
17	6221	371
18	6290	371
19	6364	371
20	6364	371
21	6724	371
22	7545	371
0	8001	364

Stop Event

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

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
#s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) x)
x
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t
(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))
(-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))
(pow.f64 x #s(literal 3 binary64))
x
#s(literal 3 binary64)
#s(literal 1 binary64)
(log.f64 y)
y
(fma.f64 x x (+.f64 #s(literal 1 binary64) x))
(+.f64 #s(literal 1 binary64) x)
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t

Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 #s(approx (- x 1) (+.f64 #s(literal -1 binary64) x)) (log.f64 y))) t)
(+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 #s(approx (- x 1) (+.f64 #s(literal -1 binary64) x)) (log.f64 y)))
(.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
(*.f64 #s(approx (- x 1) (+.f64 #s(literal -1 binary64) x)) (log.f64 y))
#s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x))
#s(approx (- x 1) (+.f64 #s(literal -1 binary64) x))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(+.f64 #s(literal -1 binary64) x)
(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) x)
x
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t
(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(fma.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64)) (/.f64 (log.f64 y) (fma.f64 (+.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) t))
(+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64)) (/.f64 (log.f64 y) (fma.f64 (+.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64)) (/.f64 (log.f64 y) (fma.f64 (+.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))
(*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64)) (log.f64 y))
(-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))
(pow.f64 x #s(literal 3 binary64))
x
#s(literal 3 binary64)
#s(literal 1 binary64)
(log.f64 y)
y
(fma.f64 x x (+.f64 #s(literal 1 binary64) x))
(fma.f64 (+.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))
(+.f64 #s(literal 1 binary64) x)
(+.f64 x #s(literal 1 binary64))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t

localize413.0ms (3.1%)

Memory

15.0MiB live, 388.2MiB allocated; 65ms collecting garbage

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.01953125	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.05078125	(*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))
accuracy	20.954780238618472	(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
accuracy	57.06284300200363	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.01953125	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.05859375	(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
accuracy	0.16796875	(.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
accuracy	57.06284300200363	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
accuracy	0.0078125	(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy	0.15234375	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy	0.5821005317396512	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy	0.0	(neg.f64 t)
accuracy	41.010621837395256	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
accuracy	0.0078125	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
accuracy	0.16796875	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))

Samples

276.0ms	170×	1	valid
80.0ms	72×	2	valid
4.0ms	14×	0	valid

Compiler

Compiled 342 to 41 computations (88% saved)

Precisions

Click to see histograms. Total time spent on operations: 236.0ms

ival-log: 85.0ms (36.1% of total)

adjust: 68.0ms (28.8% of total)

ival-mult: 25.0ms (10.6% of total)

ival-add: 22.0ms (9.3% of total)

ival-sub: 18.0ms (7.6% of total)

ival-pow: 7.0ms (3% of total)

ival-div: 6.0ms (2.5% of total)

ival-log1p: 2.0ms (0.8% of total)

ival-neg: 2.0ms (0.8% of total)

exact: 1.0ms (0.4% of total)

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

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

series94.0ms (0.7%)

Memory

-7.8MiB live, 180.0MiB allocated; 27ms collecting garbage

Counts

24 → 182

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
(+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(log.f64 y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))

Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
-1
(- x 1)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(+ (* -1 (log y)) (+ (* x (- (* -1 (* x (+ (log y) (* -1 (log y))))) (* -1 (log y)))) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (+ (* x (- (* x (- (* x (+ (log y) (* -1 (log y)))) (+ (log y) (* -1 (log y))))) (* -1 (log y)))) (* (log (- 1 y)) (- z 1))))
(- (+ (* -1 (log y)) (+ (* x (- (* -1 (* x (+ (log y) (* -1 (log y))))) (* -1 (log y)))) (* (log (- 1 y)) (- z 1)))) t)
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(+ (* -1 (log y)) (* (pow x 3) (log y)))
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(- (+ (* -1 (log y)) (* x (log y))) t)
(* x (log y))
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x
(* x (- 1 (/ 1 x)))
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(* (log y) (- (pow x 3) 1))
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(+ (log -1) (* -1 (log (/ 1 y))))
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(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 3) 1)) (+ 1 (+ x (pow x 2))))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
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y
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z
(* z (- 1 (/ 1 z)))
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(* -1 (* z (- (/ 1 z) 1)))
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Calls

12 calls:

Time	Variable		Point	Expression
15.0ms	y	@	-inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (* (- 1 (/ 1 x)) x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) t) (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- (pow x 3) 1) (log y)) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
14.0ms	x	@	0	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (* (- 1 (/ 1 x)) x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) t) (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- (pow x 3) 1) (log y)) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
11.0ms	y	@	0	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (* (- 1 (/ 1 x)) x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) t) (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- (pow x 3) 1) (log y)) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
10.0ms	y	@	inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (* (- 1 (/ 1 x)) x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) t) (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- (pow x 3) 1) (log y)) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
9.0ms	t	@	-inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (* (- 1 (/ 1 x)) x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) t) (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- (pow x 3) 1) (log y)) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- z 1) (log (- 1 y))))

simplify214.0ms (1.6%)

Memory

-16.6MiB live, 287.7MiB allocated; 37ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	479	3889
1	1694	3472
2	6771	3441
0	8292	3260

Stop Event

1×	iter limit
1×	node limit

Counts

182 → 179

Calls

Call 1

Inputs
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(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
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(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
-1
(- x 1)
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(- (+ (* -1 (log y)) (+ (* x (- (* -1 (* x (+ (log y) (* -1 (log y))))) (* -1 (log y)))) (* (log (- 1 y)) (- z 1)))) t)
(- (+ (* -1 (log y)) (+ (* x (- (* x (- (* x (+ (log y) (* -1 (log y)))) (+ (log y) (* -1 (log y))))) (* -1 (log y)))) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* x (- (* -1 (* x (+ (log y) (* -1 (log y))))) (* -1 (log y)))))
(+ (* -1 (log y)) (* x (- (* x (- (* x (+ (log y) (* -1 (log y)))) (+ (log y) (* -1 (log y))))) (* -1 (log y)))))
(+ (* -1 (log y)) (* (pow x 3) (log y)))
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
x
(* x (- 1 (/ 1 x)))
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(* x (- (+ (log y) (+ (* -1 (/ (+ (log y) (* -1 (log y))) (pow x 2))) (/ (* (log (- 1 y)) (- z 1)) x))) (+ (/ t x) (/ (log y) x))))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (+ (* -1 (/ (+ (log y) (* -1 (log y))) x)) (* (log (- 1 y)) (- z 1)))) t) x)))))
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(* z (- 1 (/ 1 z)))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 3) 1)) (+ 1 (+ x (pow x 2))))) t) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 3) 1)) (+ 1 (+ x (pow x 2)))))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 3) 1)) (+ 1 (+ x (pow x 2))))))
(+ (* -1 t) (* (log y) (- x 1)))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 3) 1)) (* t (+ 1 (+ x (pow x 2))))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 3) 1)) (+ 1 (+ x (pow x 2))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))

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

rewrite224.0ms (1.7%)

Memory

44.1MiB live, 310.0MiB allocated; 46ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	49	294
0	83	285
1	360	260
2	2996	260
0	9055	260

Stop Event

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

Counts

24 → 461

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
(+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(log.f64 y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))

Outputs
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(/.f64 (*.f64 (neg.f64 y) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(neg.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (log.f64 (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (*.f64 y y)))) (log.f64 (neg.f64 (+.f64 y #s(literal 1 binary64)))))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y)))
(-.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (.f64 z z) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(-.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) z)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(+.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))) (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))))
(log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))))

eval239.0ms (1.8%)

Memory: -29.9MiB live, 409.9MiB allocated; 156ms collecting garbage
Compiler: Compiled 30 689 to 2 639 computations (91.4% saved)

prune52.0ms (0.4%)

Memory

30.0MiB live, 124.5MiB allocated; 5ms collecting garbage

Pruning

25 alts after pruning (24 fresh and 1 done)

	Pruned	Kept	Total
New	676	18	694
Fresh	6	6	12
Picked	4	1	5
Done	0	0	0
Total	686	25	711

Accuracy

99.9%

Counts

711 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
	56.5%	(fma.f64 (/.f64 (log.f64 y) (fma.f64 x (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) t))
	63.7%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
	99.6%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
	65.9%	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) #s(approx ( (- z 1) (log (- 1 y))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
	47.0%	(-.f64 (log.f64 (*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) t)
	55.0%	(-.f64 #s(approx (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (fma.f64 x x x) z z)) (log.f64 y) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))) z)) t)
	56.6%	(-.f64 #s(approx (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (+.f64 (fma.f64 x x x) #s(literal 1 binary64))) (log.f64 y))) t)
	46.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
▶	99.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
▶	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	54.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (log.f64 y)))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
	70.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	89.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
	72.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	84.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z))))) t)
▶	44.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
▶	62.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
▶	78.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t)))
✓	35.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	3.4%	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
	37.7%	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Compiler

Compiled 1 684 to 1 188 computations (29.5% saved)

simplify124.0ms (0.9%)

Memory

18.9MiB live, 204.6MiB allocated; 19ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	0	(/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t)))
cost-diff	4	(fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t))
cost-diff	0	#s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x))
cost-diff	0	(fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
cost-diff	0	(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
cost-diff	0	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
cost-diff	0	(*.f64 (neg.f64 y) z)
cost-diff	0	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
cost-diff	0	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
cost-diff	2	(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	640
0	97	634
1	162	634
2	328	632
3	971	611
4	3050	611
0	8509	607

Stop Event

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

Calls

Call 1

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

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

localize356.0ms (2.7%)

Memory

3.5MiB live, 522.6MiB allocated; 124ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.16015625	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.1875	(/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
accuracy	9.738372103102034	(fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t))
accuracy	57.06284300200363	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.0078125	(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy	0.05859375	(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
accuracy	0.15234375	(fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy	0.5821005317396512	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
accuracy	0.01171875	(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
accuracy	0.5821005317396512	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
accuracy	28.92020797824263	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
accuracy	0.0	(neg.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
accuracy	0.5821005317396512	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
accuracy	52.71149717704138	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
accuracy	0.00390625	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
accuracy	0.0390625	(.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)
accuracy	0.13658782610176037	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)))
accuracy	0.16015625	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))

Samples

199.0ms	173×	1	valid
96.0ms	69×	2	valid
5.0ms	14×	0	valid

Compiler

Compiled 435 to 46 computations (89.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 243.0ms

ival-log: 70.0ms (28.8% of total)

adjust: 60.0ms (24.7% of total)

ival-mult: 49.0ms (20.2% of total)

ival-add: 21.0ms (8.6% of total)

ival-sub: 20.0ms (8.2% of total)

ival-div: 12.0ms (4.9% of total)

ival-neg: 6.0ms (2.5% of total)

const: 4.0ms (1.6% of total)

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

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

exact: 0.0ms (0% of total)

series170.0ms (1.3%)

Memory

-11.8MiB live, 321.5MiB allocated; 84ms collecting garbage

Counts

27 → 171

Calls

Call 1

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

Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
-1
(- x 1)
(/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(+ (* -1 (/ (log y) t)) (+ (/ (* x (log y)) t) (/ (* (log (- 1 y)) (- z 1)) t)))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
x
(* x (- 1 (/ 1 x)))
(/ (* x (log y)) t)
(* x (+ (* -1 (/ (log y) (* t x))) (+ (/ (log y) t) (/ (* (log (- 1 y)) (- z 1)) (* t x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) x)))))
(- 1 z)
(- (+ 1 (* -1/2 (* y (- z 1)))) z)
(- (+ 1 (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))) z)
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(+ (* y (- (+ 1 (* -1/2 (* y (- z 1)))) z)) (* (log y) (- x 1)))
(+ (* y (- (+ 1 (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))) z)) (* (log y) (- x 1)))
(* -1 (* y z))
(* -1 (log y))
(- (* y (- 1 z)) (log y))
(/ (* (log y) (- x 1)) t)
(+ (* -1 (/ (* y (- z 1)) t)) (/ (* (log y) (- x 1)) t))
(+ (* y (+ (* -1 (/ (- z 1) t)) (* -1/2 (/ (* y (- z 1)) t)))) (/ (* (log y) (- x 1)) t))
(+ (* y (+ (* -1 (/ (- z 1) t)) (* y (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (* y (- z 1)) t)))))) (/ (* (log y) (- x 1)) t))
(* y (- 1 z))
(* y (- (+ 1 (* -1/2 (* y (- z 1)))) z))
(* y (- (+ 1 (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))) z))
(* -1/2 (- z 1))
(+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))
(* -1 y)
(log y)
(+ (log y) (* y (- z 1)))
(* -1 (* y (- z 1)))
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1/3 (* (pow y 2) (- z 1)))
(* (pow y 2) (+ (* -1/2 (/ (- z 1) y)) (* -1/3 (- z 1))))
(* (pow y 2) (- (+ (* -1/2 (/ (- z 1) y)) (+ (* -1/3 (- z 1)) (/ 1 (pow y 2)))) (/ z (pow y 2))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(* -1/3 (* (pow y 3) (- z 1)))
(* (pow y 3) (+ (* -1/2 (/ (- z 1) y)) (* -1/3 (- z 1))))
(* (pow y 3) (- (+ (* -1/2 (/ (- z 1) y)) (+ (* -1/3 (- z 1)) (/ 1 (pow y 2)))) (/ z (pow y 2))))
(* (pow y 3) (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 3))) (+ (* -1/2 (/ (- z 1) y)) (+ (* -1/3 (- z 1)) (/ 1 (pow y 2))))) (/ z (pow y 2))))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* y (- (+ 1 (/ (log (/ 1 y)) y)) z))
(/ (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)))
(+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (+ (* -1/2 (/ (- z 1) (* t (pow y 2)))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t))))
(+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (+ (* -1/2 (/ (- z 1) (* t (pow y 2)))) (+ (* -1/3 (/ (- z 1) (* t (pow y 3)))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)))))
(* -1/3 (* y (- z 1)))
(* y (+ (* -1/2 (/ (- z 1) y)) (* -1/3 (- z 1))))
(* y (- z 1))
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 1))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* (pow y 2) (+ (* -1 (/ (+ (* -1 (/ (- 1 z) y)) (* 1/2 (- z 1))) y)) (* -1/3 (- z 1))))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(* -1 (* (pow y 3) (+ (* 1/3 (- z 1)) (* 1/2 (/ (- z 1) y)))))
(* -1 (* (pow y 3) (+ (* -1 (/ (- (+ (* -1/2 (- z 1)) (/ 1 y)) (/ z y)) y)) (* 1/3 (- z 1)))))
(* -1 (* (pow y 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (- 1 z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) y)) (* -1/2 (- z 1))) y)) (* 1/3 (- z 1)))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) y)) (/ (log -1) y)) (* -1 (- z 1)))))
(/ (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (/ z t) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)))
(+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* 1/2 (/ (- z 1) (* t y))) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)))
(+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* -1 (/ (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (- z 1) (* t y)))) y)) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)))
(* -1 (* y (+ (* 1/3 (- z 1)) (* 1/2 (/ (- z 1) y)))))
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))
(+ 1 (+ (* -1 (* y (- (* -1/3 y) 1/2))) (* z (- (* y (- (* -1/3 y) 1/2)) 1))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) (* (log y) (- x 1)))
(+ (* y (* z (- (* y (- (* -1/3 y) 1/2)) 1))) (+ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) (* (log y) (- x 1))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* -1 (+ (log y) (* -1 y)))
(- (* -1 (* y z)) (+ (log y) (* -1 y)))
(/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(+ (* -1 (/ (log (- 1 y)) t)) (+ (/ (* z (log (- 1 y))) t) (/ (* (log y) (- x 1)) t)))
(* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))))
(+ (* y (* z (- (* y (- (* -1/3 y) 1/2)) 1))) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(* -1 (- (* -1/3 y) 1/2))
(+ (* -1 (- (* -1/3 y) 1/2)) (* z (- (* -1/3 y) 1/2)))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
y
(+ y (* -1 (* y z)))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (+ (* -1 (/ (* y (- (* -1/3 y) 1/2)) z)) (+ (* y (- (* -1/3 y) 1/2)) (/ 1 z))) 1))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (+ (/ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (- (* -1 (/ (+ (log y) (* -1 y)) z)) y))
(/ (* z (log (- 1 y))) t)
(* z (+ (* -1 (/ (log (- 1 y)) (* t z))) (+ (/ (log (- 1 y)) t) (/ (* (log y) (- x 1)) (* t z)))))
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) z)))
(* z (- (* -1/3 y) 1/2))
(* z (- (+ (* -1 (/ (- (* -1/3 y) 1/2) z)) (* -1/3 y)) 1/2))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* z (+ (* -1 y) (/ y z)))
(* -1 (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(* -1 (* z (+ 1 (+ (* -1 (* y (- (* -1/3 y) 1/2))) (* -1 (/ (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))) z))))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* y (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))))))
(* -1 (* z (+ (* -1 (/ (+ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) (* (log y) (- x 1))) z)) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ (log y) z)) (* -1 y))))
(* -1 (* z (+ (* -1 (/ (log (- 1 y)) t)) (* -1 (/ (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) z)))))
(* -1 (* z (+ (* -1 (/ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) z)) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))))
(* -1 (* z (- (+ (* -1 (- (* -1/3 y) 1/2)) (* -1/3 (/ y z))) (* 1/2 (/ 1 z)))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))

Calls

12 calls:

Time	Variable		Point	Expression
55.0ms	t	@	0	((+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (neg y) (+ (* (- z 1) y) (log y)) (* (- 1 (/ 1 x)) x) (* (neg y) (- z 1)) (log (- 1 y)))
27.0ms	t	@	-inf	((+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (neg y) (+ (* (- z 1) y) (log y)) (* (- 1 (/ 1 x)) x) (* (neg y) (- z 1)) (log (- 1 y)))
26.0ms	t	@	inf	((+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (neg y) (+ (* (- z 1) y) (log y)) (* (- 1 (/ 1 x)) x) (* (neg y) (- z 1)) (log (- 1 y)))
14.0ms	x	@	0	((+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (neg y) (+ (* (- z 1) y) (log y)) (* (- 1 (/ 1 x)) x) (* (neg y) (- z 1)) (log (- 1 y)))
11.0ms	y	@	-inf	((+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (neg y) (+ (* (- z 1) y) (log y)) (* (- 1 (/ 1 x)) x) (* (neg y) (- z 1)) (log (- 1 y)))

simplify202.0ms (1.5%)

Memory

10.0MiB live, 209.4MiB allocated; 56ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	536	3189
1	1882	2922
2	7260	2882
0	8172	2739

Stop Event

1×	iter limit
1×	node limit

Counts

171 → 169

Calls

Call 1

Inputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
-1
(- x 1)
(/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(+ (* -1 (/ (log y) t)) (+ (/ (* x (log y)) t) (/ (* (log (- 1 y)) (- z 1)) t)))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
x
(* x (- 1 (/ 1 x)))
(/ (* x (log y)) t)
(* x (+ (* -1 (/ (log y) (* t x))) (+ (/ (log y) t) (/ (* (log (- 1 y)) (- z 1)) (* t x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) x)))))
(- 1 z)
(- (+ 1 (* -1/2 (* y (- z 1)))) z)
(- (+ 1 (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))) z)
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
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(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
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(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
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(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 z t))
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(* y z)
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rewrite328.0ms (2.5%)

Memory

-12.3MiB live, 223.0MiB allocated; 32ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	60	557
0	96	551
1	395	542
2	3044	542
0	8103	542

Stop Event

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

Counts

27 → 383

Calls

Call 1

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

Outputs
(/.f64 (fma.f64 (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (-.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (.f64 (fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (-.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (neg.f64 (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 3 binary64))))) (.f64 (fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (-.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (-.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (+.f64 #s(literal 1 binary64) z) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64))))) (pow.f64 (+.f64 #s(literal 1 binary64) z) #s(literal 2 binary64)))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))))) (*.f64 (+.f64 #s(literal 1 binary64) z) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (neg.f64 (+.f64 #s(literal 1 binary64) z)) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 (.f64 z z) #s(literal 1 binary64)))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)))) (*.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (+.f64 #s(literal 1 binary64) z) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (-.f64 (.f64 z z) #s(literal 1 binary64))))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (neg.f64 (+.f64 #s(literal 1 binary64) z)) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (-.f64 (.f64 z z) #s(literal 1 binary64)))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))))
(/.f64 (fma.f64 (neg.f64 (-.f64 (.f64 z z) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) z) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (pow.f64 (+.f64 #s(literal 1 binary64) z) #s(literal 2 binary64)))
(/.f64 (fma.f64 (neg.f64 (-.f64 (.f64 z z) #s(literal 1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (*.f64 (+.f64 #s(literal 1 binary64) z) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (neg.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) z) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (fma.f64 (neg.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) z) (.f64 (neg.f64 (+.f64 #s(literal 1 binary64) z)) (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (.f64 (neg.f64 (+.f64 #s(literal 1 binary64) z)) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (fma.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (neg.f64 (+.f64 #s(literal 1 binary64) z)) (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (*.f64 (neg.f64 (+.f64 #s(literal 1 binary64) z)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (fma.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) z) (.f64 (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)))) (*.f64 (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (+.f64 #s(literal 1 binary64) z)))
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(/.f64 (-.f64 (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64))))))
(/.f64 (neg.f64 (+.f64 (neg.f64 (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 3 binary64))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (-.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64))) (-.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64)))))
(/.f64 (+.f64 (neg.f64 (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 3 binary64))) (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))) (+.f64 (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64)))))))
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(fma.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (neg.f64 (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (neg.f64 (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (-.f64 z #s(literal 1 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64))))
(fma.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (*.f64 y (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64))))
(fma.f64 y (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64))))
(-.f64 (/.f64 (pow.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (-.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64))))) (/.f64 (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)) (-.f64 (.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) (neg.f64 (-.f64 z #s(literal 1 binary64))))))
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(/.f64 (+.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (fma.f64 (log.f64 y) (log.f64 y) (-.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)))))
(/.f64 (+.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))))
(fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(-.f64 (/.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (-.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))))
(-.f64 (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 (/.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(+.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))
(+.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64))))
(*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -1 binary64))) x)
(*.f64 x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -1 binary64))))
(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64))) x) (+.f64 (pow.f64 x #s(literal -1 binary64)) #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -3 binary64))) x) (+.f64 (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64))) (pow.f64 x #s(literal -1 binary64))))
(/.f64 (*.f64 x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64)))) (+.f64 (pow.f64 x #s(literal -1 binary64)) #s(literal 1 binary64)))
(/.f64 (*.f64 x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -3 binary64)))) (+.f64 (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64))) (pow.f64 x #s(literal -1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)
(*.f64 y (neg.f64 (-.f64 z #s(literal 1 binary64))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y))
(/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (neg.f64 y)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 (neg.f64 y) (-.f64 (.f64 z z) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 (neg.f64 y) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(neg.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (*.f64 y y)))) (log.f64 (neg.f64 (+.f64 y #s(literal 1 binary64)))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (log.f64 (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y)))
(log.f64 (-.f64 #s(literal 1 binary64) y))

eval119.0ms (0.9%)

Memory: 10.3MiB live, 152.4MiB allocated; 16ms collecting garbage
Compiler: Compiled 33 834 to 3 052 computations (91% saved)

prune164.0ms (1.2%)

Memory

9.2MiB live, 55.5MiB allocated; 3ms collecting garbage

Pruning

30 alts after pruning (27 fresh and 3 done)

	Pruned	Kept	Total
New	536	17	553
Fresh	9	10	19
Picked	3	2	5
Done	0	1	1
Total	548	30	578

Accuracy

99.9%

Counts

578 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	56.5%	(fma.f64 (/.f64 (log.f64 y) (fma.f64 x (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) t))
▶	63.7%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
	65.9%	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) #s(approx ( (- z 1) (log (- 1 y))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
	55.0%	(-.f64 #s(approx (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (fma.f64 x x x) z z)) (log.f64 y) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))) z)) t)
	46.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
▶	99.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
▶	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
	54.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (log.f64 y)))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
▶	70.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	63.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
	20.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64) (fma.f64 #s(literal -1/3 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) z) y) y)))) (pow.f64 y #s(literal 3 binary64))))) t)
	45.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
	72.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	84.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
✓	44.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
✓	62.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	54.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
▶	45.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
	53.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
	75.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (/.f64 (log.f64 y) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t))) t (neg.f64 t)))
	53.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (+.f64 #s(literal -1 binary64) z)) t (.f64 t (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) (.f64 t t)) t (neg.f64 t)))
	78.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
	59.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
	63.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (+.f64 (/.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) t)) z)) t (neg.f64 t)))
	3.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
	37.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓	35.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 2 392 to 1 587 computations (33.7% saved)

simplify226.0ms (1.7%)

Memory

-3.5MiB live, 135.5MiB allocated; 21ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(-.f64 z #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
cost-diff	0	(+.f64 #s(literal -1 binary64) x)
cost-diff	0	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
cost-diff	0	(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))
cost-diff	0	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
cost-diff	0	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
cost-diff	5	(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	560
0	89	557
1	145	557
2	332	541
3	1163	533
4	3505	533
5	5164	533
6	7689	533
0	8231	516

Stop Event

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

Calls

Call 1

Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(neg.f64 y)
(.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)
(.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)
(fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))
#s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
t
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
(-.f64 (neg.f64 (log.f64 y)) t)
(neg.f64 (log.f64 y))
(log.f64 y)
t

Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) y)))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))
(.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(neg.f64 y)
(.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)
(.f64 (.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
(.f64 (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)))
(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
(*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)
(*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)
(fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))
(fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))
#s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
t
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
(-.f64 (neg.f64 (log.f64 y)) t)
(neg.f64 (log.f64 y))
(log.f64 y)
t

localize702.0ms (5.3%)

Memory

-59.7MiB live, 198.7MiB allocated; 962ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 (neg.f64 (log.f64 y)) t)
accuracy	0.0078125	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
accuracy	25.3705275084214	#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
accuracy	0.0078125	(*.f64 (-.f64 z #s(literal 1 binary64)) y)
accuracy	0.0390625	(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.15625	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
accuracy	0.21016780051562373	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
accuracy	0.296875	(*.f64 (log.f64 y) x)
accuracy	34.60124044794121	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0.0078125	(*.f64 (-.f64 z #s(literal 1 binary64)) y)
accuracy	0.5821005317396512	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))))
accuracy	28.92020797824263	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))
accuracy	48.33491741085704	#s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
accuracy	0.03515625	(*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)
accuracy	0.1015625	(.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)
accuracy	0.13658782610176037	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))))
accuracy	0.16015625	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))

Samples

576.0ms	87×	1	valid
79.0ms	169×	0	valid

Compiler

Compiled 386 to 47 computations (87.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 569.0ms

ival-log: 466.0ms (81.9% of total)

ival-mult: 54.0ms (9.5% of total)

adjust: 16.0ms (2.8% of total)

ival-add: 13.0ms (2.3% of total)

ival-sub: 10.0ms (1.8% of total)

const: 4.0ms (0.7% of total)

ival-neg: 4.0ms (0.7% of total)

ival-log1p: 2.0ms (0.4% of total)

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

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

exact: 0.0ms (0% of total)

series165.0ms (1.2%)

Memory

-57.6MiB live, 165.6MiB allocated; 28ms collecting garbage

Counts

27 → 171

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)
(*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)
#s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
(-.f64 (neg.f64 (log.f64 y)) t)

Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2)))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (+ (* x (log y)) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2))))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(* x (log y))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
-1
(- x 1)
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (+ (* -1 (/ (* y (- z 1)) x)) (/ (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2))) x)))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -1 (log y))
(- (* y (- 1 z)) (log y))
(log y)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1/2 (* (pow y 2) (- z 1)))
(* (pow y 2) (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))
(* -1/2 y)
(* y (- (* -1/3 y) 1/2))
(+ (log y) (* y (- z 1)))
(* y (- z 1))
(* -1 (+ t (log y)))
(* -1/3 (* (pow y 3) (- z 1)))
(* (pow y 3) (+ (* -1/2 (/ (- z 1) y)) (* -1/3 (- z 1))))
(* (pow y 3) (+ (* -1 (/ (- z 1) (pow y 2))) (+ (* -1/2 (/ (- z 1) y)) (* -1/3 (- z 1)))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(* (pow y 3) (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 3))) (+ (* -1 (/ (- z 1) (pow y 2))) (+ (* -1/2 (/ (- z 1) y)) (* -1/3 (- z 1))))))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* y (- 1 z))
(* y (- (+ 1 (/ (log (/ 1 y)) y)) z))
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* (pow y 2) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* (pow y 2) (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 2))) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1)))))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* -1/3 (pow y 2))
(* -1 (* (pow y 2) (+ 1/3 (* 1/2 (/ 1 y)))))
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 1))
(- (* -1 (* (log (/ 1 y)) (- x 1))) t)
(* -1 (+ t (* -1 (log (/ 1 y)))))
(* -1 (* (pow y 3) (+ (* 1/3 (- z 1)) (* 1/2 (/ (- z 1) y)))))
(* -1 (* (pow y 3) (+ (* -1 (/ (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))) y)) (* 1/3 (- z 1)))))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(* -1 (* (pow y 3) (+ (* -1 (/ (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))) y)) (* 1/3 (- z 1)))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) y)) (/ (log -1) y)) (* -1 (- z 1)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* (pow y 2) (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(- (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)
(* -1 (+ t (+ (log -1) (* -1 (log (/ -1 y))))))
(+ y (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))))
(+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* z (+ (* -1 y) (* (pow y 2) (- (* -1/3 y) 1/2))))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* (log y) (- x 1))))
(+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (+ (* z (+ (* -1 y) (* (pow y 2) (- (* -1/3 y) 1/2)))) (* (log y) (- x 1)))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* -1 (+ (log y) (* -1 y)))
(- (* -1 (* y z)) (+ (log y) (* -1 y)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (+ (* y (* z (- (* -1/2 y) 1))) (* (log y) (- x 1))))
(- z 1)
(* -1 (* (pow y 2) (- (* -1/3 y) 1/2)))
(+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* (pow y 2) (* z (- (* -1/3 y) 1/2))))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
(+ (* -1 y) (* y z))
(* -1 (* y (- (* -1/2 y) 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1))))
(* z (+ (* -1 y) (* (pow y 2) (- (* -1/3 y) 1/2))))
(* z (+ (* -1 y) (+ (* -1 (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z)) (+ (* (pow y 2) (- (* -1/3 y) 1/2)) (/ y z)))))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (+ (* -1 (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z)) (+ (* (pow y 2) (- (* -1/3 y) 1/2)) (+ (/ y z) (/ (* (log y) (- x 1)) z))))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (- (* -1 (/ (+ (log y) (* -1 y)) z)) y))
(* y (* z (- (* -1/2 y) 1)))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
z
(* z (- 1 (/ 1 z)))
(* (pow y 2) (* z (- (* -1/3 y) 1/2)))
(* z (+ (* -1 (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z)) (* (pow y 2) (- (* -1/3 y) 1/2))))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* z (+ y (* -1 (/ y z))))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))))
(* -1 (* z (+ y (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))))))
(* -1 (* z (+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* -1 (/ (+ y (* -1 (* (pow y 2) (- (* -1/3 y) 1/2)))) z))))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* -1 (/ (+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* (log y) (- x 1)))) z))))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ (log y) z)) (* -1 y))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(* -1 (* z (- (/ 1 z) 1)))
(* -1 (* z (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(* -1 (* z (+ (* -1 y) (/ y z))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (/ (* y (- (* -1/2 y) 1)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (* (log y) (- x 1)))
(- (* -1 t) (log y))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(* t (- (* -1 (/ (log y) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))
(* -1 (* t (+ 1 (/ (log y) t))))

Calls

12 calls:

Time	Variable		Point	Expression
32.0ms	t	@	0	((+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y) (* (+ (* y -1/3) -1/2) y) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (- (* (log y) (- x 1)) t) (- (neg (log y)) t))
30.0ms	y	@	inf	((+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y) (* (+ (* y -1/3) -1/2) y) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (- (* (log y) (- x 1)) t) (- (neg (log y)) t))
26.0ms	x	@	0	((+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y) (* (+ (* y -1/3) -1/2) y) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (- (* (log y) (- x 1)) t) (- (neg (log y)) t))
26.0ms	x	@	-inf	((+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y) (* (+ (* y -1/3) -1/2) y) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (- (* (log y) (- x 1)) t) (- (neg (log y)) t))
10.0ms	y	@	-inf	((+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (+ (* (- z 1) (neg y)) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (* (* (* (+ (* y -1/3) -1/2) y) (- z 1)) y) (* (+ (* y -1/3) -1/2) y) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (- (* (log y) (- x 1)) t) (- (neg (log y)) t))

simplify217.0ms (1.6%)

Memory

16.6MiB live, 205.5MiB allocated; 23ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	479	2828
1	1752	2598
2	6985	2573
0	8219	2442

Stop Event

1×	iter limit
1×	node limit

Counts

171 → 169

Calls

Call 1

Inputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2)))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (+ (* x (log y)) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2))))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(* x (log y))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
-1
(- x 1)
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (+ (* -1 (/ (* y (- z 1)) x)) (/ (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2))) x)))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
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Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(-.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
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(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
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(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* (pow y 2) (* (- z 1) (- (* -1/3 y) 1/2)))))
(fma.f64 (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
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(.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 (log.f64 y) t) x)) x)
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(* -1 (* x (- (/ 1 x) 1)))
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 (log.f64 y) t) x)) x)
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(- (* (log y) (- x 1)) t)
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(* -1/2 (* (pow y 2) (- z 1)))
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(+ (log y) (+ (* -1 y) (* y z)))
(fma.f64 y z (-.f64 (log.f64 y) y))
(+ (* -1 y) (* y z))
(fma.f64 y z (neg.f64 y))
(* -1 (* y (- (* -1/2 y) 1)))
(.f64 (neg.f64 y) (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1))))
(.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) (fma.f64 y z (neg.f64 y)))
(* z (+ (* -1 y) (* (pow y 2) (- (* -1/3 y) 1/2))))
(.f64 (fma.f64 (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y (neg.f64 y)) z)
(* z (+ (* -1 y) (+ (* -1 (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z)) (+ (* (pow y 2) (- (* -1/3 y) 1/2)) (/ y z)))))
(.f64 (-.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y (/.f64 (fma.f64 (neg.f64 y) (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y) z)) y) z)
(* z (log (- 1 y)))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log1p.f64 (neg.f64 y)))) t) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (* -1 y) (+ (* -1 (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z)) (+ (* (pow y 2) (- (* -1/3 y) 1/2)) (+ (/ y z) (/ (* (log y) (- x 1)) z))))))
(.f64 (-.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y (/.f64 (fma.f64 (.f64 (neg.f64 y) y) (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)) z)) y) z)
(* -1 (* y z))
(*.f64 (neg.f64 z) y)
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(* z (- (* -1 (/ (+ (log y) (* -1 y)) z)) y))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) #s(literal -1 binary64) y) z) y) z)
(* y (* z (- (* -1/2 y) 1)))
(.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y)
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(.f64 (fma.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (neg.f64 y) (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))) z)) z)
z
(* z (- 1 (/ 1 z)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) z)) z)
(* (pow y 2) (* z (- (* -1/3 y) 1/2)))
(.f64 (.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y) z)
(* z (+ (* -1 (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z)) (* (pow y 2) (- (* -1/3 y) 1/2))))
(.f64 (fma.f64 (.f64 (neg.f64 y) y) (/.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) z) (.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y)) z)
(* y z)
(*.f64 y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(*.f64 (+.f64 (/.f64 (-.f64 (log.f64 y) y) z) y) z)
(* z (+ y (* -1 (/ y z))))
(*.f64 (-.f64 y (/.f64 y z)) z)
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))))
(.f64 (fma.f64 (neg.f64 y) (/.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) z)
(* -1 (* z (+ y (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))))))
(.f64 (fma.f64 (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y (neg.f64 y)) z)
(* -1 (* z (+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* -1 (/ (+ y (* -1 (* (pow y 2) (- (* -1/3 y) 1/2)))) z))))))
(.f64 (neg.f64 z) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y (/.f64 (fma.f64 (neg.f64 y) (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y) z)) #s(literal -1 binary64) y))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(.f64 (.f64 #s(literal 1 binary64) (+.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log1p.f64 (neg.f64 y)))) t) z) (log1p.f64 (neg.f64 y)))) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(*.f64 (neg.f64 z) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log1p.f64 (neg.f64 y)))) z)))
(* -1 (* z (+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* -1 (/ (+ y (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (* (log y) (- x 1)))) z))))))
(.f64 (neg.f64 z) (-.f64 (fma.f64 (neg.f64 y) (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y) (/.f64 (fma.f64 (.f64 (neg.f64 y) y) (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)) z)))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(* -1 (* z (- (+ (* -1 (/ y z)) (/ (log y) z)) (* -1 y))))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) #s(literal -1 binary64) y) z) y) z)
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(fma.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (neg.f64 y) (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))) z) z (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))
(* -1 (* z (- (/ 1 z) 1)))
(*.f64 (neg.f64 z) (-.f64 (/.f64 #s(literal 1 binary64) z) #s(literal 1 binary64)))
(* -1 (* z (+ (* -1 (* (pow y 2) (- (* -1/3 y) 1/2))) (/ (* (pow y 2) (- (* -1/3 y) 1/2)) z))))
(.f64 (fma.f64 (.f64 (neg.f64 y) y) (/.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) z) (.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) y)) z)
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(*.f64 (+.f64 (/.f64 (-.f64 (log.f64 y) y) z) y) z)
(* -1 (* z (+ (* -1 y) (/ y z))))
(*.f64 (-.f64 y (/.f64 y z)) z)
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (/ (* y (- (* -1/2 y) 1)) z))))
(.f64 (fma.f64 (neg.f64 y) (/.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) z)
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(+ (* -1 t) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
(- (* -1 t) (log y))
(neg.f64 (+.f64 (log.f64 y) t))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) #s(literal 1 binary64)) t)
(* t (- (/ (* (log y) (- x 1)) t) 1))
(.f64 (-.f64 (.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) #s(literal 1 binary64)) t)
(* t (- (* -1 (/ (log y) t)) 1))
(*.f64 (-.f64 (/.f64 (log.f64 y) (neg.f64 t)) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))
(fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))
(* -1 (* t (+ 1 (/ (log y) t))))
(neg.f64 (fma.f64 (/.f64 (log.f64 y) t) t t))

rewrite278.0ms (2.1%)

Memory

-5.4MiB live, 130.0MiB allocated; 11ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	488
0	89	485
1	385	477
2	2891	477
0	8881	472

Stop Event

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

Counts

27 → 502

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)
(*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y)
#s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
(-.f64 (neg.f64 (log.f64 y)) t)

Outputs
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (neg.f64 (pow.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))))) (neg.f64 (+.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (+.f64 (pow.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64)))))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (-.f64 (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))))) (.f64 (-.f64 (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (pow.f64 (-.f64 (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) y) (-.f64 z #s(literal 1 binary64)))) #s(literal 2 binary64)))
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(/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) y) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 y (-.f64 (.f64 z z) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 y (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(neg.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (-.f64 z #s(literal 1 binary64))) y)
(.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)))
(.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 y (-.f64 z #s(literal 1 binary64))))
(.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(.f64 y (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(.f64 (-.f64 z #s(literal 1 binary64)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (.f64 y (-.f64 z #s(literal 1 binary64))))) (neg.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64))))
(/.f64 (neg.f64 (.f64 (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64) #s(literal -1 binary64)) (.f64 y (-.f64 z #s(literal 1 binary64))))) (neg.f64 (fma.f64 (.f64 y y) #s(literal 1/4 binary64) (-.f64 #s(literal 1 binary64) (.f64 y #s(literal 1/2 binary64))))))
(/.f64 (neg.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))) (neg.f64 (+.f64 #s(literal 1 binary64) z)))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (neg.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (-.f64 (pow.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)))) (neg.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64))))
(/.f64 (neg.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64) #s(literal -1 binary64)))) (neg.f64 (fma.f64 (.f64 y y) #s(literal 1/4 binary64) (-.f64 #s(literal 1 binary64) (.f64 y #s(literal 1/2 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
(/.f64 (neg.f64 (fma.f64 (pow.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (.f64 y (-.f64 z #s(literal 1 binary64)))) (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)))
(/.f64 (.f64 (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64) #s(literal -1 binary64)) (.f64 y (-.f64 z #s(literal 1 binary64)))) (fma.f64 (.f64 y y) #s(literal 1/4 binary64) (-.f64 #s(literal 1 binary64) (.f64 y #s(literal 1/2 binary64)))))
(/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (+.f64 #s(literal 1 binary64) z))
(/.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (-.f64 (pow.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64))) (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)))
(/.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64) #s(literal -1 binary64))) (fma.f64 (.f64 y y) #s(literal 1/4 binary64) (-.f64 #s(literal 1 binary64) (.f64 y #s(literal 1/2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(/.f64 (fma.f64 (pow.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))))
(fma.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal -1/2 binary64) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (.f64 #s(literal -1 binary64) (-.f64 z #s(literal 1 binary64))) y (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) y) (-.f64 z #s(literal 1 binary64))) y (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) y) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (.f64 #s(literal -1 binary64) y) (-.f64 z #s(literal 1 binary64)) (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y (.f64 (.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 (.f64 #s(literal -1/2 binary64) y) (.f64 y (-.f64 z #s(literal 1 binary64))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) (.f64 #s(literal -1/2 binary64) y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1 binary64) (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 #s(literal -1 binary64) (.f64 y (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 #s(literal -1/2 binary64) (.f64 y (.f64 y (-.f64 z #s(literal 1 binary64)))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (.f64 (.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 y (.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1 binary64)) (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 y (.f64 (-.f64 z #s(literal 1 binary64)) (.f64 #s(literal -1/2 binary64) y)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 y (.f64 #s(literal -1/2 binary64) (.f64 y (-.f64 z #s(literal 1 binary64)))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 y (neg.f64 (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (.f64 y (.f64 #s(literal -1/2 binary64) y)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (.f64 y #s(literal -1 binary64)) (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
(-.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 #s(literal 1 binary64) (*.f64 y (-.f64 z #s(literal 1 binary64)))))
(-.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) #s(literal -1 binary64)))
(+.f64 (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (.f64 (.f64 (.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))
#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 t t)))) (neg.f64 (neg.f64 (fma.f64 #s(literal -1 binary64) (log.f64 y) t))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) (log.f64 y) t)) (.f64 (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (.f64 t t))) (.f64 (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (fma.f64 #s(literal -1 binary64) (log.f64 y) t)))
(/.f64 (-.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (.f64 (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (pow.f64 t #s(literal 3 binary64)))) (*.f64 (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 t t))) (neg.f64 (fma.f64 #s(literal -1 binary64) (log.f64 y) t)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (neg.f64 (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 t t)) (fma.f64 #s(literal -1 binary64) (log.f64 y) t))
(/.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64))))
(-.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (fma.f64 #s(literal -1 binary64) (log.f64 y) t) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 #s(literal -1 binary64) (log.f64 y) t)) (/.f64 (*.f64 t t) (fma.f64 #s(literal -1 binary64) (log.f64 y) t)))
(-.f64 (neg.f64 (log.f64 y)) t)

eval156.0ms (1.2%)

Memory: 30.6MiB live, 269.0MiB allocated; 63ms collecting garbage
Compiler: Compiled 46 836 to 3 551 computations (92.4% saved)

prune65.0ms (0.5%)

Memory

-2.3MiB live, 182.1MiB allocated; 22ms collecting garbage

Pruning

33 alts after pruning (29 fresh and 4 done)

	Pruned	Kept	Total
New	752	8	760
Fresh	1	21	22
Picked	4	1	5
Done	0	3	3
Total	757	33	790

Accuracy

99.9%

Counts

790 → 33

Alt Table

Click to see full alt table

Status	Accuracy	Program
	56.5%	(fma.f64 (/.f64 (log.f64 y) (fma.f64 x (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) t))
	63.4%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
	65.9%	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) #s(approx ( (- z 1) (log (- 1 y))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
	55.0%	(-.f64 #s(approx (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (fma.f64 x x x) z z)) (log.f64 y) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))) z)) t)
	46.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
	54.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (log.f64 y)))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
✓	70.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	63.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
	20.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64) (fma.f64 #s(literal -1/3 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) z) y) y)))) (pow.f64 y #s(literal 3 binary64))))) t)
	45.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
	32.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) (.f64 y y)))) t)
	33.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
	45.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
	72.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	84.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
✓	44.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
✓	62.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	29.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
	54.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
	53.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
	45.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
	45.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
	75.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (/.f64 (log.f64 y) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t))) t (neg.f64 t)))
	53.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (+.f64 #s(literal -1 binary64) z)) t (.f64 t (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) (.f64 t t)) t (neg.f64 t)))
	78.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
	59.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
	63.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (+.f64 (/.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) t)) z)) t (neg.f64 t)))
	12.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	37.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓	35.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 3 808 to 1 341 computations (64.8% saved)

regimes207.0ms (1.6%)

Memory

-6.2MiB live, 274.7MiB allocated; 50ms collecting garbage

Counts

61 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) (.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (log.f64 y)))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (+.f64 (fma.f64 x x x) #s(literal 1 binary64))) (log.f64 y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t)))
(-.f64 (+.f64 (.f64 #s(approx (- x 1) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (/.f64 (log.f64 y) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (+.f64 #s(literal -1 binary64) z)) t (.f64 t (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) (.f64 t t)) t (neg.f64 t)))
(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) #s(approx ( (- z 1) (log (- 1 y))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 (log.f64 (*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
(fma.f64 (/.f64 (log.f64 y) (fma.f64 x (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) t))
(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (+.f64 (/.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) t)) z)) t (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64) (fma.f64 #s(literal -1/3 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) z) y) y)))) (pow.f64 y #s(literal 3 binary64))))) t)
(-.f64 #s(approx (+ (/ (* (- (pow x 3) 1) (log y)) (+ (* x x) (+ 1 x))) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (fma.f64 x x x) z z)) (log.f64 y) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))) z)) t)
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(literal 1 binary64) x) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (+.f64 #s(literal 1 binary64) x)))
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64))))

Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))

Calls

8 calls:

76.0ms	t
33.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
19.0ms	y
17.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
15.0ms	z

Results

Accuracy	Segments	Branch
99.8%	1	`(-.f64 z #s(literal 1 binary64))`
99.8%	1	`(-.f64 x #s(literal 1 binary64))`
99.8%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.8%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.8%	1	`x`
99.8%	1	`y`
99.8%	1	`z`
99.8%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes94.0ms (0.7%)

Memory

13.9MiB live, 204.8MiB allocated; 13ms collecting garbage

Counts

42 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) (.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (.f64 (+.f64 #s(literal 1 binary64) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (log.f64 y)))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (*.f64 (*.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)

Calls

8 calls:

13.0ms	z
13.0ms	y
12.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	(-.f64 x #s(literal 1 binary64))
11.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
99.6%	1	`(-.f64 z #s(literal 1 binary64))`
99.6%	1	`(-.f64 x #s(literal 1 binary64))`
99.6%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.6%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes118.0ms (0.9%)

Memory

7.3MiB live, 156.8MiB allocated; 41ms collecting garbage

Counts

38 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)

Calls

8 calls:

30.0ms	y
27.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	t
10.0ms	z
10.0ms	x

Results

Accuracy	Segments	Branch
99.6%	1	`(-.f64 z #s(literal 1 binary64))`
99.6%	1	`(-.f64 x #s(literal 1 binary64))`
99.6%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.6%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes107.0ms (0.8%)

Memory

-37.3MiB live, 151.5MiB allocated; 14ms collecting garbage

Counts

36 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))

Outputs

(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))

Calls

8 calls:

30.0ms	(-.f64 z #s(literal 1 binary64))
13.0ms	t
12.0ms	y
12.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
10.0ms	x

Results

Accuracy	Segments	Branch
99.6%	1	`(-.f64 z #s(literal 1 binary64))`
99.6%	1	`(-.f64 x #s(literal 1 binary64))`
99.6%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.6%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes83.0ms (0.6%)

Memory

5.9MiB live, 148.1MiB allocated; 14ms collecting garbage

Counts

35 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (fma.f64 (fma.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) (-.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) #s(approx ( (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)

Outputs

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

Calls

8 calls:

13.0ms	(-.f64 z #s(literal 1 binary64))
12.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
10.0ms	y
9.0ms	t
9.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
99.5%	1	`(-.f64 z #s(literal 1 binary64))`
99.5%	1	`(-.f64 x #s(literal 1 binary64))`
99.5%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.5%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.5%	1	`x`
99.5%	1	`y`
99.5%	1	`z`
99.5%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes69.0ms (0.5%)

Memory

15.7MiB live, 154.0MiB allocated; 11ms collecting garbage

Counts

28 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (log.f64 y) t) x)) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (+ -1 x) (log y)) (* (+ -1 z) (log (- 1 y)))) t) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y))) t (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)

Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)

Calls

8 calls:

11.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	y
8.0ms	(-.f64 z #s(literal 1 binary64))
8.0ms	z
8.0ms	x

Results

Accuracy	Segments	Branch
99.0%	1	`(-.f64 z #s(literal 1 binary64))`
99.0%	1	`(-.f64 x #s(literal 1 binary64))`
99.0%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.0%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.0%	1	`x`
99.0%	1	`y`
99.0%	1	`z`
99.0%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes55.0ms (0.4%)

Memory

22.4MiB live, 121.7MiB allocated; 9ms collecting garbage

Counts

21 → 3

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)

Outputs

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

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)

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

Calls

8 calls:

9.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	z
6.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	t
6.0ms	y

Results

Accuracy	Segments	Branch
95.3%	3	`(-.f64 x #s(literal 1 binary64))`
94.8%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
93.3%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
95.3%	3	`x`
89.9%	1	`y`
92.0%	2	`(-.f64 z #s(literal 1 binary64))`
92.0%	2	`z`
89.9%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes74.0ms (0.6%)

Memory

-30.1MiB live, 62.3MiB allocated; 5ms collecting garbage

Counts

20 → 2

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)

Calls

5 calls:

38.0ms	x
17.0ms	(-.f64 z #s(literal 1 binary64))
6.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	z
5.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
91.8%	2	`(-.f64 z #s(literal 1 binary64))`
91.8%	2	`z`
89.9%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
89.9%	1	`(-.f64 x #s(literal 1 binary64))`
89.9%	1	`x`

Compiler

Compiled 23 to 33 computations (-43.5% saved)

regimes25.0ms (0.2%)

Memory

-4.4MiB live, 47.0MiB allocated; 13ms collecting garbage

Counts

19 → 2

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)

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

Calls

3 calls:

14.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	z
5.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
89.8%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
91.7%	2	`(-.f64 z #s(literal 1 binary64))`
91.7%	2	`z`

Compiler

Compiled 21 to 24 computations (-14.3% saved)

regimes85.0ms (0.6%)

Memory

10.3MiB live, 147.0MiB allocated; 8ms collecting garbage

Counts

18 → 3

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)

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

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)

Calls

8 calls:

42.0ms	t
9.0ms	y
6.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	z

Results

Accuracy	Segments	Branch
88.5%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
74.8%	3	`t`
88.6%	3	`(-.f64 x #s(literal 1 binary64))`
88.6%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
88.6%	3	`x`
73.5%	2	`y`
73.2%	2	`(-.f64 z #s(literal 1 binary64))`
78.2%	4	`z`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes21.0ms (0.2%)

Memory

26.9MiB live, 26.9MiB allocated; 0ms collecting garbage

Counts

16 → 4

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)

Outputs
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Calls

4 calls:

5.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	x
5.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
62.8%	4	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
81.2%	3	`(-.f64 x #s(literal 1 binary64))`
83.1%	4	`x`
82.8%	4	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes6.0ms (0%)

Memory

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

Counts

15 → 4

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (* (- z 1) y) (*.f64 (-.f64 y (/.f64 y z)) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) y) (+.f64 #s(literal 1 binary64) z)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (.f64 y y)))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))

Outputs
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Calls

1 calls:

5.0ms

Results

Accuracy	Segments	Branch
83.0%	4	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes59.0ms (0.4%)

Memory

-47.0MiB live, 56.5MiB allocated; 7ms collecting garbage

Counts

11 → 3

Calls

Call 1

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

Outputs

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

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)

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

Calls

7 calls:

34.0ms	x
7.0ms	t
4.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	z
3.0ms	y

Results

Accuracy	Segments	Branch
59.9%	3	`t`
49.3%	3	`(-.f64 z #s(literal 1 binary64))`
55.3%	6	`y`
49.9%	3	`z`
71.2%	3	`(-.f64 x #s(literal 1 binary64))`
70.1%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
71.2%	3	`x`

Compiler

Compiled 25 to 41 computations (-64% saved)

regimes27.0ms (0.2%)

Memory

11.4MiB live, 56.5MiB allocated; 3ms collecting garbage

Counts

9 → 1

Calls

Call 1

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

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)

Calls

8 calls:

5.0ms	y
3.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms	x
3.0ms	t

Results

Accuracy	Segments	Branch
45.2%	1	`(-.f64 z #s(literal 1 binary64))`
45.2%	1	`z`
45.2%	1	`y`
45.2%	1	`t`
45.2%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
45.2%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
45.2%	1	`(-.f64 x #s(literal 1 binary64))`
45.2%	1	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes21.0ms (0.2%)

Memory

5.2MiB live, 51.5MiB allocated; 2ms collecting garbage

Counts

6 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

4.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	x
2.0ms	t
2.0ms	z

Results

Accuracy	Segments	Branch
45.1%	1	`t`
45.1%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
45.1%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
45.1%	1	`z`
45.1%	1	`(-.f64 x #s(literal 1 binary64))`
45.1%	1	`x`
45.1%	1	`y`
45.1%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes18.0ms (0.1%)

Memory

-13.1MiB live, 40.6MiB allocated; 4ms collecting garbage

Counts

4 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))))) t)

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)

Calls

8 calls:

4.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	z
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
45.0%	1	`t`
45.0%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
45.0%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
45.0%	1	`y`
45.0%	1	`z`
45.0%	1	`(-.f64 z #s(literal 1 binary64))`
45.0%	1	`(-.f64 x #s(literal 1 binary64))`
45.0%	1	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes12.0ms (0.1%)

Memory

33.3MiB live, 33.3MiB allocated; 0ms collecting garbage

Counts

2 → 1

Calls

Call 1

Inputs

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

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

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
44.7%	1	`t`
44.7%	1	`(-.f64 x #s(literal 1 binary64))`
44.7%	1	`x`
44.7%	1	`y`
44.7%	1	`(-.f64 z #s(literal 1 binary64))`
44.7%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
44.7%	1	`z`
44.7%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes11.0ms (0.1%)

Memory

-18.8MiB live, 28.5MiB allocated; 2ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

8 calls:

3.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms	y
1.0ms	x
1.0ms	t

Results

Accuracy	Segments	Branch
35.9%	1	`t`
35.9%	1	`z`
35.9%	1	`(-.f64 x #s(literal 1 binary64))`
35.9%	1	`y`
35.9%	1	`(-.f64 z #s(literal 1 binary64))`
35.9%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
35.9%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
35.9%	1	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch52.0ms (0.4%)

Memory

-18.4MiB live, 75.3MiB allocated; 7ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
11.0ms	2.5713716289582846e-21	3.3818436331759607e-21
28.0ms	-0.004805051879387592	-0.000284753105821827

Samples

20.0ms	52×	1	valid
10.0ms	108×	0	valid

Compiler

Compiled 660 to 501 computations (24.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 25.0ms

ival-log: 14.0ms (56.9% of total)

ival-sub: 4.0ms (16.3% of total)

adjust: 3.0ms (12.2% of total)

ival-mult: 3.0ms (12.2% of total)

ival-add: 1.0ms (4.1% of total)

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

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

exact: 0.0ms (0% of total)

bsearch100.0ms (0.8%)

Memory

-0.7MiB live, 95.3MiB allocated; 10ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
46.0ms	-2.2935687439188164e+218	-6.114535209632034e+215

Samples

33.0ms	86×	1	valid
4.0ms	42×	0	valid

Compiler

Compiled 788 to 549 computations (30.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 32.0ms

ival-log: 18.0ms (56.6% of total)

adjust: 5.0ms (15.7% of total)

ival-sub: 4.0ms (12.6% of total)

ival-mult: 3.0ms (9.4% of total)

ival-add: 1.0ms (3.1% of total)

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

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

exact: 0.0ms (0% of total)

bsearch2.0ms (0%)

Memory

3.5MiB live, 3.5MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-2.2935687439188164e+218	-6.114535209632034e+215

Compiler

Compiled 668 to 493 computations (26.2% saved)

bsearch1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	708.8150122681171	868.0468250450592
0.0ms	-27542.38055180793	11.294907671249447

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch126.0ms (0.9%)

Memory

6.3MiB live, 154.5MiB allocated; 24ms collecting garbage

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
48.0ms	4.303932208922148e+59	2.289797436436246e+81
40.0ms	3.133657558835129e-66	2.9964251885526204e-64
31.0ms	-13515.99976865616	-2.384102479516738

Samples

52.0ms	141×	1	valid
35.0ms	275×	0	valid

Compiler

Compiled 2 173 to 1 519 computations (30.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 73.0ms

ival-log: 40.0ms (55.1% of total)

ival-mult: 11.0ms (15.2% of total)

ival-sub: 10.0ms (13.8% of total)

adjust: 8.0ms (11% of total)

ival-add: 2.0ms (2.8% of total)

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

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

exact: 0.0ms (0% of total)

bsearch5.0ms (0%)

Memory

6.1MiB live, 6.1MiB allocated; 0ms collecting garbage

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
2.0ms	4.303932208922148e+59	2.289797436436246e+81
1.0ms	3.133657558835129e-66	2.9964251885526204e-64
1.0ms	-13515.99976865616	-2.384102479516738

Compiler

Compiled 2 143 to 1 504 computations (29.8% saved)

bsearch41.0ms (0.3%)

Memory

5.3MiB live, 50.7MiB allocated; 5ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
2.0ms	4.303932208922148e+59	2.289797436436246e+81
37.0ms	-6.528352348127813e+48	-1.2162158667742686e+47

Samples

17.0ms	77×	0	valid
14.0ms	35×	1	valid

Compiler

Compiled 1 460 to 1 065 computations (27.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 18.0ms

ival-log: 10.0ms (56.3% of total)

ival-sub: 3.0ms (16.9% of total)

adjust: 2.0ms (11.3% of total)

ival-mult: 2.0ms (11.3% of total)

ival-add: 1.0ms (5.6% of total)

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

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

exact: 0.0ms (0% of total)

simplify84.0ms (0.6%)

Memory

-6.1MiB live, 87.4MiB allocated; 6ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	172	1167
1	293	1167
2	511	1167
3	1325	1143
4	3367	1143
5	5049	1143
6	7863	1143

Stop Event

1×	node limit

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(if (<=.f64 x #s(literal -3504881374004815/9223372036854775808 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (if (<=.f64 x #s(literal 8772904772180445/2658455991569831745807614120560689152 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)))
(if (<=.f64 z #s(literal -150000000000000002600871629874125811755488911836537443561227391473610515933322611583692108612500336777642115796639363603155268856190001370491962559284437687889836164154768850797034065460112564868741119800260119779868672 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t))
(if (<=.f64 z #s(literal -150000000000000002600871629874125811755488911836537443561227391473610515933322611583692108612500336777642115796639363603155268856190001370491962559284437687889836164154768850797034065460112564868741119800260119779868672 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t))
(if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -20000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 800 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -13500 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 8744618579202119/29642774844752946028434172162224104410437116074403984394101141506025761187823616 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t) (if (<=.f64 x #s(literal 6600000000000000275172916096842087831927306560266606457056397361152 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -13500 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 8744618579202119/29642774844752946028434172162224104410437116074403984394101141506025761187823616 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t) (if (<=.f64 x #s(literal 6600000000000000275172916096842087831927306560266606457056397361152 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -269999999999999995612449939249236946593391837184 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 6600000000000000275172916096842087831927306560266606457056397361152 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (.f64 (.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) y) (-.f64 z #s(literal 1 binary64))) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(if (<=.f64 x #s(literal -3504881374004815/9223372036854775808 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (if (<=.f64 x #s(literal 8772904772180445/2658455991569831745807614120560689152 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)))
(if (or (<=.f64 x #s(literal -3504881374004815/9223372036854775808 binary64)) (not (<=.f64 x #s(literal 8772904772180445/2658455991569831745807614120560689152 binary64)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t))
(if (<=.f64 z #s(literal -150000000000000002600871629874125811755488911836537443561227391473610515933322611583692108612500336777642115796639363603155268856190001370491962559284437687889836164154768850797034065460112564868741119800260119779868672 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t))
(if (<=.f64 z #s(literal -150000000000000002600871629874125811755488911836537443561227391473610515933322611583692108612500336777642115796639363603155268856190001370491962559284437687889836164154768850797034065460112564868741119800260119779868672 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t))
(if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -20000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 800 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (or (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -20000 binary64)) (not (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 800 binary64)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t))
(if (<=.f64 x #s(literal -13500 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 8744618579202119/29642774844752946028434172162224104410437116074403984394101141506025761187823616 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t) (if (<=.f64 x #s(literal 6600000000000000275172916096842087831927306560266606457056397361152 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
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(if (<=.f64 x #s(literal -13500 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 8744618579202119/29642774844752946028434172162224104410437116074403984394101141506025761187823616 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t) (if (<=.f64 x #s(literal 6600000000000000275172916096842087831927306560266606457056397361152 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)))))
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

derivations1.8s (13.8%)

Memory

71.2MiB live, 1 583.7MiB allocated; 521ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	536	3189
1	1882	2922
2	7260	2882
0	8172	2739
0	479	2828
1	1752	2598
2	6985	2573
0	8219	2442
0	479	3889
1	1694	3472
2	6771	3441
0	8292	3260
0	14	53
0	23	53
1	95	51
2	744	51
0	8347	47
0	60	557
0	96	551
1	395	542
2	3044	542
0	8103	542
0	232	1560
1	786	1431
2	2849	1356
0	8511	1307

Stop Event

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

Compiler

Compiled 1 169 to 176 computations (84.9% saved)

preprocess92.0ms (0.7%)

Memory: 1.8MiB live, 185.2MiB allocated; 24ms collecting garbage
Compiler: Compiled 2 372 to 380 computations (84% saved)

end0.0ms (0%)

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

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16

start0.0ms (0%)

analyze107.0ms (0.8%)

sample3.3s (25.1%)

explain695.0ms (5.2%)

preprocess33.0ms (0.2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify6.0ms (0%)

localize121.0ms (0.9%)

series139.0ms (1%)

simplify233.0ms (1.8%)

rewrite248.0ms (1.9%)

eval57.0ms (0.4%)

prune95.0ms (0.7%)

simplify265.0ms (2%)

localize413.0ms (3.1%)

series94.0ms (0.7%)

simplify214.0ms (1.6%)

rewrite224.0ms (1.7%)

eval239.0ms (1.8%)

prune52.0ms (0.4%)

simplify124.0ms (0.9%)

localize356.0ms (2.7%)

series170.0ms (1.3%)

simplify202.0ms (1.5%)

rewrite328.0ms (2.5%)

eval119.0ms (0.9%)

prune164.0ms (1.2%)

simplify226.0ms (1.7%)

localize702.0ms (5.3%)

series165.0ms (1.2%)

simplify217.0ms (1.6%)

rewrite278.0ms (2.1%)

eval156.0ms (1.2%)

prune65.0ms (0.5%)

regimes207.0ms (1.6%)

regimes94.0ms (0.7%)

regimes118.0ms (0.9%)

regimes107.0ms (0.8%)

regimes83.0ms (0.6%)

regimes69.0ms (0.5%)

regimes55.0ms (0.4%)

regimes74.0ms (0.6%)

regimes25.0ms (0.2%)

regimes85.0ms (0.6%)

regimes21.0ms (0.2%)

regimes6.0ms (0%)

regimes59.0ms (0.4%)

regimes27.0ms (0.2%)

regimes21.0ms (0.2%)

regimes18.0ms (0.1%)

regimes12.0ms (0.1%)

regimes11.0ms (0.1%)

bsearch52.0ms (0.4%)

bsearch100.0ms (0.8%)

bsearch2.0ms (0%)

bsearch1.0ms (0%)

bsearch126.0ms (0.9%)

bsearch5.0ms (0%)

bsearch41.0ms (0.3%)

simplify84.0ms (0.6%)

derivations1.8s (13.8%)

preprocess92.0ms (0.7%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16