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

start0.0ms (0%)

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

analyze139.0ms (1.1%)

Memory

27.5MiB live, 171.8MiB allocated; 30ms 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)

sample2.7s (21.7%)

Memory

54.9MiB live, 3 662.6MiB allocated; 639ms collecting garbage

Samples

1.2s	2 226×	1	valid
956.0ms	6 030×	0	valid
0.0ms	2×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.6s

ival-log: 776.0ms (48% of total)

ival-sub: 334.0ms (20.6% of total)

ival-mult: 252.0ms (15.6% of total)

adjust: 150.0ms (9.3% of total)

ival-add: 91.0ms (5.6% of total)

ival-true: 6.0ms (0.4% of total)

exact: 5.0ms (0.3% of total)

ival-assert: 3.0ms (0.2% of total)

Bogosity

explain516.0ms (4.2%)

Memory

-13.4MiB live, 691.2MiB allocated; 176ms 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 -
+	33	0
-	221	2

Precision

0.12992125984251968

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	33	0	0
-	221	1	1

Precision?

0.12941176470588237

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

230.0ms	378×	1	valid
97.0ms	118×	2	valid
2.0ms	16×	0	valid

Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 265.0ms

ival-log: 119.0ms (44.9% of total)

ival-mult: 62.0ms (23.4% of total)

ival-sub: 42.0ms (15.8% of total)

adjust: 37.0ms (13.9% of total)

ival-add: 5.0ms (1.9% of total)

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

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

exact: 0.0ms (0% of total)

preprocess226.0ms (1.8%)

Memory

20.5MiB live, 342.2MiB allocated; 42ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	252
1	141	252
2	309	252
3	604	252
4	985	250
5	1780	247
6	5541	243
0	14	17
0	23	17
1	33	17
2	55	17
3	97	17
4	171	17
5	438	17
6	3213	17
7	7368	17
0	8008	15

Stop Event

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

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)

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	90.8%	(-.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)

simplify169.0ms (1.4%)

Memory

-13.2MiB live, 179.3MiB allocated; 37ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
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	(log.f64 (-.f64 #s(literal 1 binary64) y))
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	55	66
3	97	66
4	171	66
5	438	66
6	3213	66
7	7368	66
0	8008	60

Stop Event

1×	iter limit
1×	node limit
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)
(fma.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 (-.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 (log1p.f64 (neg.f64 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 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
t

localize217.0ms (1.8%)

Memory

9.2MiB live, 257.8MiB allocated; 52ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.015625	(+.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	0.015625	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	57.377007668998445	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

80.0ms	189×	1	valid
79.0ms	59×	2	valid
1.0ms	8×	0	valid

Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 140.0ms

adjust: 64.0ms (45.6% of total)

ival-log: 46.0ms (32.8% of total)

ival-sub: 21.0ms (15% of total)

ival-mult: 7.0ms (5% of total)

ival-add: 2.0ms (1.4% of total)

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

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

exact: 0.0ms (0% of total)

series110.0ms (0.9%)

Memory

9.4MiB live, 141.7MiB allocated; 31ms collecting garbage

Counts

5 → 81

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))))
(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 (-.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)))
(* 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))))
(* -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))))
(* (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 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))
(- (* (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 (- 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))))))
(+ (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 (* (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 (/ (- 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)))
(- (* -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))) (* (+ (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)) (- 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
28.0ms	z	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
24.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
13.0ms	y	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
12.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
10.0ms	x	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))

simplify222.0ms (1.8%)

Memory

24.0MiB live, 205.7MiB allocated; 48ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	226	1538
1	775	1410
2	2917	1327
0	8682	1276

Stop Event

1×	iter limit
1×	node limit

Counts

81 → 81

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

rewrite74.0ms (0.6%)

Memory

-7.3MiB live, 93.9MiB allocated; 37ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	14	50
0	23	50
1	95	48
0	784	48

Stop Event

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

Counts

5 → 58

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))))
(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 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))

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

eval22.0ms (0.2%)

Memory: -17.1MiB live, 28.3MiB allocated; 10ms collecting garbage
Compiler: Compiled 4 041 to 530 computations (86.9% saved)

prune12.0ms (0.1%)

Memory

33.6MiB live, 33.6MiB allocated; 0ms collecting garbage

Pruning

16 alts after pruning (16 fresh and 0 done)

	Pruned	Kept	Total
New	112	16	128
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	113	16	129

Accuracy

99.9%

Counts

129 → 16

Alt Table

Click to see full alt table

Status	Accuracy	Program
	44.6%	(/.f64 (-.f64 (pow.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)))) #s(literal 2 binary64)) (.f64 t t)) (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)) t)))
▶	69.8%	(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	59.6%	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	99.8%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t)
	99.7%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	99.5%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	99.3%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
▶	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
	88.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
	75.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	50.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
	80.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t))
▶	41.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 900 to 666 computations (26% saved)

simplify237.0ms (1.9%)

Memory

-33.1MiB live, 283.4MiB allocated; 100ms collecting garbage

Localize:

Found 18 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	52	460
0	88	455
1	155	455
2	331	455
3	931	437
4	3120	437
0	8394	414

Stop Event

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

localize492.0ms (4%)

Memory

13.6MiB live, 483.5MiB allocated; 65ms collecting garbage

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.015625	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.1328125	(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
accuracy	13.501219167900231	(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
accuracy	57.377007668998445	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.01953125	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
accuracy	0.02734375	(.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	0.1328125	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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	0.36020332367104346	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
accuracy	0.01953125	(fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
accuracy	0.125	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy	1.291911921824951	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))))
accuracy	0.0	(neg.f64 t)
accuracy	37.238351217206436	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.015625	(.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)))
accuracy	0.015625	(log1p.f64 (*.f64 (neg.f64 y) y))
accuracy	0.03515625	(-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y))
accuracy	0.125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))

Samples

310.0ms	189×	1	valid
122.0ms	59×	2	valid
3.0ms	8×	0	valid

Compiler

Compiled 422 to 46 computations (89.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 369.0ms

ival-mult: 100.0ms (27.1% of total)

adjust: 71.0ms (19.2% of total)

ival-log1p: 53.0ms (14.4% of total)

ival-add: 48.0ms (13% of total)

ival-log: 46.0ms (12.5% of total)

ival-sub: 38.0ms (10.3% of total)

const: 4.0ms (1.1% of total)

ival-neg: 4.0ms (1.1% of total)

ival-div: 3.0ms (0.8% of total)

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

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

exact: 0.0ms (0% of total)

series193.0ms (1.6%)

Memory

-17.6MiB live, 171.9MiB allocated; 37ms collecting garbage

Counts

26 → 264

Calls

Call 1

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

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

12 calls:

Time	Variable		Point	Expression
74.0ms	x	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (neg y) (+ (* (* (- 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)))) (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y)))) (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
24.0ms	y	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (neg y) (+ (* (* (- 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)))) (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y)))) (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
14.0ms	z	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (neg y) (+ (* (* (- 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)))) (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y)))) (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
12.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (neg y) (+ (* (* (- 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)))) (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y)))) (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
12.0ms	t	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (neg y) (+ (* (* (- 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)))) (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y)))) (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y) (* (- z 1) (+ (* -1/3 y) -1/2)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))

simplify328.0ms (2.7%)

Memory

-8.8MiB live, 375.8MiB allocated; 61ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	662	5869
1	2269	5276
0	8669	4917

Stop Event

1×	iter limit
1×	node limit

Counts

264 → 263

Calls

Call 1

Inputs
(+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
-1
(- x 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 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(+ (* -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)) (* (pow x 2) (log y)))
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))) (/ t x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
x
(* x (- 1 (/ 1 x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) 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) (/ (* (log (- 1 y)) (- z 1)) x)) (/ (log y) x)))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(* (pow x 2) (log y))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (- (/ 1 x) 1)))
(* -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)) (* -1 (* y (- z 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)) (* y (- (+ 1 (* y (* (- z 1) (- (* -1/3 y) 1/2)))) z))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* (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)
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(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* -1 y)
(- 1 z)
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(+ (* y (- 1 z)) (* (log y) (- x 1)))
(+ (* y (- (+ 1 (* -1/2 (* y (- z 1)))) z)) (* (log y) (- x 1)))
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(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(+ (* -1 (* y (- z 1))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(- (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)) t)
(- (+ (* -1 (* y (- z 1))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
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(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(* -1 (pow y 2))
(* (pow y 2) (- (* -1/2 (pow y 2)) 1))
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(* (pow y 2) (- (* (pow y 2) (- (* (pow y 2) (- (* -1/4 (pow y 2)) 1/3)) 1/2)) 1))
(* -1 (* y (- z 1)))
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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))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))))) 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))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))))) t)
(* -1 (* (log (/ 1 y)) (- x 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)
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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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))))))
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(* (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))))
(* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x)))
(+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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(+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -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))))))
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(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -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)
(- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -2 (log (/ 1 y)))) (+ (* -1 (log (/ 1 y))) (/ 1 y)))
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(+ (* -1 (/ (- z 1) y)) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))))
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(* -1/3 (* y (- z 1)))
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(* -1 (* (log (/ 1 y)) (- (pow x 2) 1)))
(* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))
(+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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(+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))))
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(* z (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))
(.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) z)
(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (+ (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z)) (/ (* (log y) (- x 1)) z))) (log (+ 1 y))))
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(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (+ (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z)) (/ (* (log y) (- x 1)) z))) (+ (log (+ 1 y)) (/ t z))))
(.f64 (+.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (-.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t) z) (log1p.f64 y))) z)
(* 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 (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)) 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 (+ (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)
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(.f64 (-.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)) z)
(* z (- (+ (* -1 (/ (* y (- (* -1/3 y) 1/2)) z)) (+ (* y (- (* -1/3 y) 1/2)) (/ 1 z))) 1))
(.f64 (-.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y (/.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) z)) #s(literal 1 binary64)) z)
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(.f64 (.f64 (-.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)) z) y)
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (+ (/ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) z) (/ (* (log y) (- x 1)) z))))
(.f64 (fma.f64 (-.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)) y (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) z)) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(.f64 (+.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z)) z)
(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z))) (log (+ 1 y))))
(.f64 (-.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (/.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) z)) (log1p.f64 y)) z)
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) z)))
(.f64 (.f64 y (+.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) z) (-.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)))) z)
(* z (- (* -1/3 y) 1/2))
(*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z)
(* z (- (+ (* -1 (/ (- (* -1/3 y) 1/2) z)) (* -1/3 y)) 1/2))
(*.f64 (fma.f64 (/.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) #s(literal -1 binary64) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) 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 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) z)))))
(.f64 (neg.f64 z) (-.f64 (neg.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y))) (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) z)))
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t) z)))))
(.f64 (neg.f64 z) (-.f64 (neg.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y))) (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t) 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 (+ 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) (- 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 (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)))
(* -1 (* z (+ 1 (+ (* -1 (* y (- (* -1/3 y) 1/2))) (* -1 (/ (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))) z))))))
(neg.f64 (fma.f64 (neg.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y (/.f64 (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) z))) z z))
(* -1 (* y (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))))))
(.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z)
(* -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))))))))
(.f64 (neg.f64 z) (fma.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (neg.f64 z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) z)))))
(.f64 (neg.f64 z) (neg.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (fma.f64 z x z)) (-.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 2) 1)) (+ 1 x))) 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 (-.f64 (.f64 x x) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z)))
(* -1 (* z (- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (/ (log (+ 1 (* -1 (pow y 2)))) z)) (/ (log (+ 1 y)) z))))
(.f64 (neg.f64 z) (fma.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) #s(literal -1 binary64) (/.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) z)))
(* -1 (* z (+ (* -1 (/ (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))) z)) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))))
(.f64 (neg.f64 z) (fma.f64 (neg.f64 y) (/.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y)))
(* -1 (* z (- (+ (* -1 (- (* -1/3 y) 1/2)) (* -1/3 (/ y z))) (* 1/2 (/ 1 z)))))
(*.f64 (neg.f64 z) (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) #s(literal -1 binary64) (/.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) 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)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(+ (* (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 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(* -1 t)
(neg.f64 t)
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(fma.f64 (log.f64 y) (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) t)) 1))
(.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) #s(literal 1 binary64)) 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 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(.f64 (-.f64 (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (.f64 (log.f64 y) (-.f64 (*.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x))) t) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)))))
(.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))) t)) (neg.f64 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 2) 1)) (+ 1 x))) t)))))
(neg.f64 (fma.f64 (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x))) (neg.f64 t)) t t))

rewrite191.0ms (1.5%)

Memory

6.7MiB live, 152.8MiB allocated; 19ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	52	384
0	88	353
1	394	344
0	2987	344

Stop Event

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

Counts

26 → 405

Calls

Call 1

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

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

eval92.0ms (0.7%)

Memory: 4.4MiB live, 193.1MiB allocated; 27ms collecting garbage
Compiler: Compiled 25 568 to 2 533 computations (90.1% saved)

prune61.0ms (0.5%)

Memory

24.2MiB live, 71.3MiB allocated; 4ms collecting garbage

Pruning

24 alts after pruning (23 fresh and 1 done)

	Pruned	Kept	Total
New	553	20	573
Fresh	8	3	11
Picked	4	1	5
Done	0	0	0
Total	565	24	589

Accuracy

99.9%

Counts

589 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
▶	99.7%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	78.5%	(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- 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 (.f64 (log.f64 y) (-.f64 (*.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)))) t)
	62.7%	(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (fma.f64 z x z)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))) z)) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
▶	88.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
	75.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	67.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64))))))) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	88.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
	75.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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)
▶	85.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
▶	51.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
	64.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	52.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
	52.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
	67.8%	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) t))
	59.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))))
	50.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
	80.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t))
	4.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
✓	41.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 912 to 1 286 computations (32.7% saved)

simplify307.0ms (2.5%)

Memory

-38.0MiB live, 252.8MiB allocated; 53ms collecting garbage

Localize:

Found 20 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)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #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)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
cost-diff	0	(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
cost-diff	0	#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
cost-diff	0	(*.f64 (neg.f64 z) y)
cost-diff	0	#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
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)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
cost-diff	1	(-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64))
cost-diff	1	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	785
0	110	778
1	185	772
2	379	772
3	1029	772
4	3372	772
5	6728	772
0	8099	740

Stop Event

1×	iter limit
1×	node limit
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)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 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)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))
(-.f64 z #s(literal 1 binary64))
z
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y)))
(.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))
(-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64))
(.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y)
(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
(fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64))
(fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64))
(*.f64 #s(literal -1/4 binary64) y)
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
(*.f64 y y)
#s(literal -1/2 binary64)
(log1p.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(neg.f64 z)
z
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
z
t
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #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)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))
(-.f64 z #s(literal 1 binary64))
z
#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64))
(fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
#s(literal -1 binary64)
t

Outputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 (.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)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (.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)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))
(.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))
(-.f64 z #s(literal 1 binary64))
z
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y)))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))
(.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))
(.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)
(-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64))
(fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64))
(.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y)
(.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y)
(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
(.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y)
(fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64))
(fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64))
(fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64))
(*.f64 #s(literal -1/4 binary64) y)
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
(*.f64 y y)
#s(literal -1/2 binary64)
(log1p.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(neg.f64 z)
z
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
z
t
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (fma.f64 #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #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)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
(fma.f64 #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #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)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))
(.f64 #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64))
(fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
#s(literal -1 binary64)
t

localize427.0ms (3.5%)

Memory

21.7MiB live, 816.3MiB allocated; 154ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.0234375	(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
accuracy	0.02734375	(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
accuracy	0.125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.28312742989342166	#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
accuracy	0.1328125	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
accuracy	0.19140625	(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
accuracy	1.291911921824951	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
accuracy	8.3590878834241	(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
accuracy	0.125	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy	10.130506608240202	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
accuracy	0.0	(neg.f64 z)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
accuracy	1.291911921824951	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y)))
accuracy	53.031199961333584	#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))
accuracy	0.02734375	(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
accuracy	0.03515625	(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))
accuracy	0.125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.1539844720459004	#s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y)))

Samples

251.0ms	189×	1	valid
108.0ms	59×	2	valid
3.0ms	8×	0	valid

Compiler

Compiled 536 to 53 computations (90.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 308.0ms

adjust: 90.0ms (29.2% of total)

ival-sub: 69.0ms (22.4% of total)

ival-mult: 62.0ms (20.1% of total)

ival-log: 42.0ms (13.6% of total)

ival-add: 19.0ms (6.2% of total)

ival-log1p: 10.0ms (3.2% of total)

const: 8.0ms (2.6% of total)

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

ival-neg: 2.0ms (0.6% of total)

exact: 1.0ms (0.3% of total)

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

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

series144.0ms (1.2%)

Memory

1.1MiB live, 281.4MiB allocated; 20ms collecting garbage

Counts

28 → 193

Calls

Call 1

Inputs
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))))
(-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 x #s(literal 1 binary64))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y)))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))
(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
(neg.f64 z)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))

Outputs
(+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(- (+ (* -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))))
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x
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(* -1/4 (pow y 6))
(* -1 (* (pow y 6) (+ 1/4 (* 1/3 (/ 1 (pow y 2))))))
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(* -1 (* (log (/ 1 y)) (- x 1)))
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(* -1 (* (pow y 5) (+ 1/4 (* 1/3 (/ 1 (pow y 2))))))
(* (pow y 5) (- (* -1 (/ (+ 1/3 (* 1/2 (/ 1 (pow y 2)))) (pow y 2))) 1/4))
(/ y z)
(* y (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (* y z))) (/ 1 z)))
y
(* y (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(+ (log -1) (* -1 (log (/ 1 y))))
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(+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))))
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(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t) z)))))
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(* -1 t)
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Calls

12 calls:

Time	Variable		Point	Expression
25.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (* (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) y) 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg z) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- x 1) (log (+ 1 (* (neg y) y))) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) (neg z) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (log (- 1 y)) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) y) (+ (* -1/4 y) -1/3))
21.0ms	z	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (* (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) y) 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg z) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- x 1) (log (+ 1 (* (neg y) y))) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) (neg z) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (log (- 1 y)) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) y) (+ (* -1/4 y) -1/3))
17.0ms	z	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (* (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) y) 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg z) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- x 1) (log (+ 1 (* (neg y) y))) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) (neg z) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (log (- 1 y)) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) y) (+ (* -1/4 y) -1/3))
16.0ms	z	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (* (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) y) 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg z) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- x 1) (log (+ 1 (* (neg y) y))) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) (neg z) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (log (- 1 y)) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) y) (+ (* -1/4 y) -1/3))
12.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (- (* (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) y) 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg z) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- x 1) (log (+ 1 (* (neg y) y))) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (* (+ (* (+ (* (* -1/4 y) y) -1/3) (* y y)) -1/2) y) (neg z) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (log (- 1 y)) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) y) (+ (* -1/4 y) -1/3))

simplify207.0ms (1.7%)

Memory

3.0MiB live, 257.4MiB allocated; 87ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	521	3720
1	1760	3266
2	6694	3224
0	8374	2999

Stop Event

1×	iter limit
1×	node limit

Counts

193 → 191

Calls

Call 1

Inputs
(+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
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(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
(* -1 (log y))
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(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
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(* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y))
(+ (* x (log y)) (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)))
-1
(- x 1)
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(+ (* -1 (/ (log y) z)) (+ (/ y z) (/ (* x (log y)) z)))
(+ y (* -1 (log y)))
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(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))) (/ t x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
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(* x (+ (log y) (/ (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)) x)))
x
(* x (- 1 (/ 1 x)))
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(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
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-1/3
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y
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(- (+ (* -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)))
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(* -1 z)
(/ (+ y (* (log y) (- x 1))) z)
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(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
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(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t) z)))))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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Outputs
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(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t) x)))))
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(* -1 (* y z))
(*.f64 (neg.f64 z) y)
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(+ (log -1) (* -2 (log (/ -1 y))))
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(- (+ (log -1) (* -2 (log (/ -1 y)))) (/ 1 (pow y 2)))
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(- (+ (log -1) (+ (* -2 (log (/ -1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 (pow y 2)))) (pow y 4))))) (/ 1 (pow y 2)))
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(+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1)))
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(- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t)
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t)
(- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (+ (* z (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1)))) t)
(fma.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (+.f64 #s(literal -1 binary64) z) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(- (+ (* -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 (log.f64 (-.f64 #s(literal 1 binary64) y)) (+.f64 #s(literal -1 binary64) z) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (+.f64 #s(literal -1 binary64) z) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(* -1 z)
(neg.f64 z)
(/ (+ y (* (log y) (- x 1))) z)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(* z (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))
(.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) z)
(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (+ (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z)) (/ (* (log y) (- x 1)) z))) (log (+ 1 y))))
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(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (+ (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z)) (/ (* (log y) (- x 1)) z))) (+ (log (+ 1 y)) (/ t z))))
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(* 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 (+ (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)
(* 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)
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) z)))))
(.f64 (neg.f64 z) (-.f64 (neg.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y))) (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) z)))
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t) z)))))
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(* -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 (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)))
(+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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(* -1 t)
(neg.f64 t)
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(* 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)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)))))
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rewrite143.0ms (1.2%)

Memory

-4.3MiB live, 189.8MiB allocated; 30ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	583
0	110	567
1	472	555
0	3592	542

Stop Event

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

Counts

28 → 236

Calls

Call 1

Inputs
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))))
(-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 x #s(literal 1 binary64))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y)))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y))
(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
(neg.f64 z)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))

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 y (-.f64 y (.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 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y (-.f64 y (.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 (log.f64 y) (-.f64 x #s(literal 1 binary64))) y)
(+.f64 y (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(*.f64 y (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) #s(literal 1 binary64)) y) (-.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal -1 binary64)))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal 3 binary64)) #s(literal -1 binary64)) y) (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal -1 binary64) (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y)) (pow.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal 2 binary64))))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) #s(literal 1 binary64))) (-.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal -1 binary64)))
(/.f64 (.f64 y (+.f64 (pow.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal 3 binary64)) #s(literal -1 binary64))) (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal -1 binary64) (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y)) (pow.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) #s(literal 2 binary64))))
(fma.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) y (.f64 #s(literal -1 binary64) y))
(fma.f64 #s(literal -1 binary64) y (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) y))
(fma.f64 y (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) (.f64 y #s(literal -1 binary64)))
(fma.f64 y #s(literal -1 binary64) (.f64 y (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y)))
(+.f64 (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) y) (*.f64 #s(literal -1 binary64) y))
(+.f64 (.f64 y (.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y)) (*.f64 y #s(literal -1 binary64)))
(+.f64 (.f64 y #s(literal -1 binary64)) (.f64 y (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y)))
(+.f64 (.f64 #s(literal -1 binary64) y) (.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y) y))
(/.f64 (-.f64 #s(literal 1/9 binary64) (.f64 #s(literal 1/16 binary64) (.f64 y y))) (-.f64 #s(literal -1/3 binary64) (*.f64 #s(literal -1/4 binary64) y)))
(/.f64 (neg.f64 (fma.f64 #s(literal 1/16 binary64) (.f64 y y) #s(literal -1/9 binary64))) (neg.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal -1/3 binary64))))
(/.f64 (neg.f64 (fma.f64 #s(literal -1/64 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1/27 binary64))) (neg.f64 (fma.f64 #s(literal 1/16 binary64) (.f64 y y) (-.f64 #s(literal 1/9 binary64) (.f64 y #s(literal 1/12 binary64))))))
(/.f64 (fma.f64 #s(literal 1/16 binary64) (.f64 y y) #s(literal -1/9 binary64)) (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal -1/3 binary64)))
(/.f64 (fma.f64 #s(literal -1/64 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1/27 binary64)) (+.f64 #s(literal 1/9 binary64) (-.f64 (.f64 #s(literal 1/16 binary64) (.f64 y y)) (*.f64 y #s(literal 1/12 binary64)))))
(/.f64 (fma.f64 #s(literal -1/64 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1/27 binary64)) (fma.f64 #s(literal 1/16 binary64) (.f64 y y) (-.f64 #s(literal 1/9 binary64) (.f64 y #s(literal 1/12 binary64)))))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(-.f64 (/.f64 (.f64 #s(literal 1/16 binary64) (.f64 y y)) (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal -1/3 binary64))) (/.f64 #s(literal 1/9 binary64) (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal -1/3 binary64))))
(-.f64 #s(literal -1/3 binary64) (*.f64 #s(literal 1/4 binary64) y))
(-.f64 #s(literal -1/3 binary64) (*.f64 (neg.f64 y) #s(literal -1/4 binary64)))
(+.f64 (/.f64 (pow.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 3 binary64)) (fma.f64 #s(literal 1/16 binary64) (.f64 y y) (-.f64 #s(literal 1/9 binary64) (.f64 y #s(literal 1/12 binary64))))) (/.f64 #s(literal -1/27 binary64) (fma.f64 #s(literal 1/16 binary64) (.f64 y y) (-.f64 #s(literal 1/9 binary64) (*.f64 y #s(literal 1/12 binary64))))))
(+.f64 #s(literal -1/3 binary64) (*.f64 #s(literal -1/4 binary64) y))
(+.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal -1/3 binary64))

eval79.0ms (0.6%)

Memory: 25.3MiB live, 118.3MiB allocated; 7ms collecting garbage
Compiler: Compiled 25 502 to 2 459 computations (90.4% saved)

prune96.0ms (0.8%)

Memory

-29.8MiB live, 68.0MiB allocated; 10ms collecting garbage

Pruning

28 alts after pruning (25 fresh and 3 done)

	Pruned	Kept	Total
New	464	11	475
Fresh	4	14	18
Picked	3	2	5
Done	0	1	1
Total	471	28	499

Accuracy

100.0%

Counts

499 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
	65.7%	(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	78.5%	(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- 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 (.f64 (log.f64 y) (-.f64 (*.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)))) t)
▶	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
	67.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
	57.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))))) t)
✓	88.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
▶	54.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
	75.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	88.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
	54.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) #s(literal 2 binary64)) (.f64 y y)) z) (+.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)))) t)
	85.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
	60.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 (/.f64 (-.f64 (.f64 (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z))) (.f64 (/.f64 y z) (/.f64 y z))) (-.f64 (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 y z))) y) z))) t)
	51.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
	72.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
✓	51.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
▶	51.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	64.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	52.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
	52.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
	59.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))))
▶	50.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
	80.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t))
	4.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
✓	41.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 2 282 to 1 466 computations (35.8% saved)

simplify188.0ms (1.5%)

Memory

33.9MiB live, 215.8MiB allocated; 50ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
cost-diff	1	(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff	0	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
cost-diff	0	(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))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
cost-diff	0	(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
cost-diff	0	#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
cost-diff	0	#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))
cost-diff	0	(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
cost-diff	0	(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
cost-diff	1	(.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	66	614
0	107	604
1	185	601
2	433	601
3	1333	596
4	3717	596
5	7541	596
0	8345	578

Stop Event

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

Calls

Call 1

Inputs
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))
(.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)
(.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y)
(fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64))
(.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y)
(fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64))
(*.f64 y y)
y
(fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64))
(*.f64 #s(literal -1/4 binary64) y)
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
#s(literal -1 binary64)
(log1p.f64 y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(-.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
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
y
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64))))
(*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))
(log.f64 y)
y
#s(approx (- x 1) #s(literal -1 binary64))
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)))))
(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))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(-.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)
y
#s(literal -1 binary64)
(*.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) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(*.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)

Outputs
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (fma.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) (neg.f64 y)) y)) (log1p.f64 y)) (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (fma.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) (neg.f64 y)) y)) (log1p.f64 y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (fma.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) (neg.f64 y)) y))
(.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)
(.f64 (fma.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) (neg.f64 y)) y)
(.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y)
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) (neg.f64 y))
(fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64))
(fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64))
(.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y)
(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
(fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64))
(fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64))
(*.f64 y y)
y
(fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64))
(*.f64 #s(literal -1/4 binary64) y)
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
#s(literal -1 binary64)
(log1p.f64 y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y))))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y)))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y))
(neg.f64 y)
y
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y)))
(*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))
(*.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y))
(log.f64 y)
y
#s(approx (- x 1) #s(literal -1 binary64))
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 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))))
(fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (-.f64 z #s(literal 1 binary64)))
(-.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)
y
#s(literal -1 binary64)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (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) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)

localize650.0ms (5.3%)

Memory

20.6MiB live, 743.2MiB allocated; 229ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.015625	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.1328125	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	25.944259852403242	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
accuracy	57.377007668998445	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.01953125	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.0234375	(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))))
accuracy	0.125	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy	0.5922406371119244	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)))))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
accuracy	0.125	(*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))
accuracy	10.130506608240202	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64))))
accuracy	33.114362298691056	#s(approx (- x 1) #s(literal -1 binary64))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
accuracy	0.00390625	(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy	1.291911921824951	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy	52.671313070892715	#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy	0.02734375	(.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y)
accuracy	0.03515625	(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
accuracy	0.125	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy	0.1539844720459004	#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))

Samples

415.0ms	189×	1	valid
167.0ms	59×	2	valid
3.0ms	8×	0	valid

Compiler

Compiled 467 to 51 computations (89.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 531.0ms

adjust: 231.0ms (43.5% of total)

ival-mult: 174.0ms (32.8% of total)

ival-log: 59.0ms (11.1% of total)

ival-add: 36.0ms (6.8% of total)

ival-sub: 16.0ms (3% of total)

const: 8.0ms (1.5% of total)

ival-log1p: 6.0ms (1.1% of total)

exact: 1.0ms (0.2% of total)

ival-neg: 1.0ms (0.2% of total)

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

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

series223.0ms (1.8%)

Memory

9.4MiB live, 196.6MiB allocated; 83ms collecting garbage

Counts

23 → 200

Calls

Call 1

Inputs
(.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y)
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64))))
(*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)))))
(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))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y)
#s(approx (- x 1) #s(literal -1 binary64))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))

Outputs
(- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
(- (+ (* -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 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(* -1 (log y))
(+ (* -1 (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)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))) (/ t x)))
(* 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 (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) 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)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 y)
(* y (- (* -1/2 (pow y 2)) 1))
(* y (- (* (pow y 2) (- (* -1/3 (pow y 2)) 1/2)) 1))
(* y (- (* (pow y 2) (- (* (pow y 2) (- (* -1/4 (pow y 2)) 1/3)) 1/2)) 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)
(* 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 (pow y 2))
(* (pow y 2) (- (* -1/2 (pow y 2)) 1))
(* (pow y 2) (- (* (pow y 2) (- (* -1/3 (pow y 2)) 1/2)) 1))
(* (pow y 2) (- (* (pow y 2) (- (* (pow y 2) (- (* -1/4 (pow y 2)) 1/3)) 1/2)) 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)))
(* -1 (* y (- z 1)))
(log y)
(* -1 (- z 1))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(* -1/2 y)
(* y (- (* -1/3 (pow y 2)) 1/2))
(* y (- (* (pow y 2) (- (* -1/4 (pow y 2)) 1/3)) 1/2))
(* 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)))))))))
(* -1/4 (pow y 7))
(* -1 (* (pow y 7) (+ 1/4 (* 1/3 (/ 1 (pow y 2))))))
(* (pow y 7) (- (* -1 (/ (+ 1/3 (* 1/2 (/ 1 (pow y 2)))) (pow y 2))) 1/4))
(* (pow y 7) (- (* -1 (/ (+ 1/2 (/ 1 (pow y 2))) (pow y 4))) (+ 1/4 (* 1/3 (/ 1 (pow y 2))))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))))) 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))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))))) t)
(- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -2 (log (/ 1 y)))) (+ (* -1 (log (/ 1 y))) (/ 1 y)))
(- (+ (log -1) (+ (* -2 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))) (* -1 (log (/ 1 y))))
(- (+ (log -1) (+ (* -2 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (+ (* -1 (log (/ 1 y))) (/ 1 y)))
(+ (log -1) (* -2 (log (/ 1 y))))
(- (+ (log -1) (* -2 (log (/ 1 y)))) (/ 1 (pow y 2)))
(+ (log -1) (+ (* -2 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 (pow y 2)))) (pow y 2)))))
(- (+ (log -1) (+ (* -2 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 (pow y 2)))) (pow y 4))))) (/ 1 (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))))))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))))))
(* -1 (* (log (/ 1 y)) (- x 1)))
(* -1 (log (/ 1 y)))
(* -1/2 (* (pow y 2) (- z 1)))
(* (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)))))
(* -1/2 (* y (- z 1)))
(* y (+ (* -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))
(* -1/4 (pow y 5))
(* -1 (* (pow y 5) (+ 1/4 (* 1/3 (/ 1 (pow y 2))))))
(* (pow y 5) (- (* -1 (/ (+ 1/3 (* 1/2 (/ 1 (pow y 2)))) (pow y 2))) 1/4))
(* (+ (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 (* (pow y 7) (+ 1/4 (+ (/ 1/2 (pow y 4)) (* 1/3 (/ 1 (pow y 2)))))))
(* -1 (* (pow y 7) (+ 1/4 (+ (/ 1/2 (pow y 4)) (+ (* 1/3 (/ 1 (pow y 2))) (/ 1 (pow y 6)))))))
(- (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (/ (- z 1) y)) (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))))) t)
(- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))
(- (* -2 (log (/ -1 y))) (+ (* -1 (log (/ -1 y))) (/ 1 y)))
(- (+ (* -2 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))) (* -1 (log (/ -1 y))))
(- (+ (* -2 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y))) (* -1 (log (/ -1 y))))
(+ (log -1) (* -2 (log (/ -1 y))))
(- (+ (log -1) (* -2 (log (/ -1 y)))) (/ 1 (pow y 2)))
(+ (log -1) (+ (* -2 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 (pow y 2)))) (pow y 2)))))
(- (+ (log -1) (+ (* -2 (log (/ -1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 (pow y 2)))) (pow y 4))))) (/ 1 (pow y 2)))
(- (+ (* -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))))
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(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y))))))
(+ (* -1 (/ (- z 1) y)) (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y)))))))
(+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y)))))))
(+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (+ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* (- z 1) (- (* -2 (log (/ -1 y))) (* -1 (log (/ -1 y)))))))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(+ (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 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 y))))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
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(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 (* (pow y 5) (+ 1/4 (+ (/ 1/2 (pow y 4)) (* 1/3 (/ 1 (pow y 2)))))))
(* -1 (* (log (/ -1 y)) (- z 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- z 1) y)))
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(- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t)
(- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (+ (* z (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1)))) t)
(- (+ (* -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 (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
y
(+ y (* -1 (* y z)))
(+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1)))
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(* -1 (- (* -1/2 y) 1))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(* -1 (log (- 1 y)))
(+ (* -1 (log (- 1 y))) (* z (log (- 1 y))))
(* z (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))
(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (+ (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z)) (/ (* (log y) (- x 1)) z))) (+ (log (+ 1 y)) (/ t 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))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ y z)))
(* z (- (+ (log (+ 1 (* -1 (pow y 2)))) (+ (* -1 (/ (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))) z)) (/ (* (log y) (- x 1)) z))) (log (+ 1 y))))
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(* z (- (* -1/2 y) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (- (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) t) 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 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(* -1 (* z (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(+ (* (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) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))

Calls

12 calls:

Time	Variable		Point	Expression
58.0ms	t	@	inf	((* (+ (* (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) y) -1) y) (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (* (- z 1) (log (- 1 y)))) (* (log y) (- x 1)) (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) (- x 1) (* (- z 1) (log (- 1 y))))
45.0ms	x	@	-inf	((* (+ (* (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) y) -1) y) (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (* (- z 1) (log (- 1 y)))) (* (log y) (- x 1)) (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) (- x 1) (* (- z 1) (log (- 1 y))))
35.0ms	y	@	-inf	((* (+ (* (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) y) -1) y) (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (* (- z 1) (log (- 1 y)))) (* (log y) (- x 1)) (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) (- x 1) (* (- z 1) (log (- 1 y))))
20.0ms	z	@	inf	((* (+ (* (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) y) -1) y) (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (* (- z 1) (log (- 1 y)))) (* (log y) (- x 1)) (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) (- x 1) (* (- z 1) (log (- 1 y))))
13.0ms	y	@	inf	((* (+ (* (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) y) -1) y) (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (log (+ 1 (* (neg y) y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (* (neg y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (* (log y) (- x 1)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (* (- z 1) (log (- 1 y)))) (* (log y) (- x 1)) (* (+ (* (* y y) (+ (* (* -1/4 y) y) -1/3)) -1/2) y) (- x 1) (* (- z 1) (log (- 1 y))))

simplify241.0ms (2%)

Memory

-10.7MiB live, 226.0MiB allocated; 41ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	529	4000
1	1808	3506
2	6948	3479
0	8318	3254

Stop Event

1×	iter limit
1×	node limit

Counts

200 → 198

Calls

Call 1

Inputs
(- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
(- (+ (* -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 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))))
(* -1 (log y))
(+ (* -1 (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)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))) (/ t x)))
(* 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 (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) 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)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 y)
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(* y (- (* (pow y 2) (- (* (pow y 2) (- (* -1/4 (pow y 2)) 1/3)) 1/2)) 1))
(- (* (log y) (- x 1)) 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)
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(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (pow y 2))
(* (pow y 2) (- (* -1/2 (pow y 2)) 1))
(* (pow y 2) (- (* (pow y 2) (- (* -1/3 (pow y 2)) 1/2)) 1))
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(* (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)))
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(* -1/4 (pow y 7))
(* -1 (* (pow y 7) (+ 1/4 (* 1/3 (/ 1 (pow y 2))))))
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(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (- z 1) (- (+ (log -1) (* -2 (log (/ 1 y)))) (* -1 (log (/ 1 y)))))) t)
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(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
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y
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(* z (log (- 1 y)))
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(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ y z)))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
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(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* -1 (/ (+ (* -1 (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) (* (log y) (- x 1))) z)))))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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Outputs
(- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)
(-.f64 (fma.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))))) t)
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(-.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)
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(*.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)
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(* 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)
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(* x (+ (log y) (* -1 (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
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(* x (- 1 (/ 1 x)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t) x)))))
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(*.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)))
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(*.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)))
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(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) (log.f64 y)))
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(*.f64 (neg.f64 x) (-.f64 (/.f64 (log.f64 y) x) (log.f64 y)))
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(* -1 (* x (- (/ 1 x) 1)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 #s(literal 1 binary64) x) #s(literal 1 binary64)))
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(- (* (log y) (- x 1)) t)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
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(fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
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(* y (- (* -1/2 y) 1))
(.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
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(*.f64 (neg.f64 y) y)
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(.f64 (-.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (*.f64 y y))
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(* (log y) (- x 1))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
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(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
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(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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))
(* -1 (* y (- z 1)))
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(* -1/4 (pow y 7))
(*.f64 (pow.f64 y #s(literal 7 binary64)) #s(literal -1/4 binary64))
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y)))) t)) 1))
(.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) #s(literal 1 binary64)) 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)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (- z 1) (- (log (+ 1 (* -1 (pow y 2)))) (log (+ 1 y))))) t)))))
(neg.f64 (fma.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))) (neg.f64 t)) t 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))

rewrite148.0ms (1.2%)

Memory

16.7MiB live, 199.8MiB allocated; 50ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	66	476
0	106	442
1	438	439
0	3241	436

Stop Event

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

Counts

23 → 217

Calls

Call 1

Inputs
(.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y)
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))
#s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64))))
(*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)))))
(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))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(.f64 (fma.f64 (.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y)
#s(approx (- x 1) #s(literal -1 binary64))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))

Outputs
(.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y)
(.f64 y (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 2 binary64)) #s(literal 1 binary64)) y) (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal -1 binary64)))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 3 binary64)) #s(literal -1 binary64)) y) (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal -1 binary64) (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y)) (pow.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 2 binary64))))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 2 binary64)) #s(literal 1 binary64))) (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal -1 binary64)))
(/.f64 (.f64 y (+.f64 (pow.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 3 binary64)) #s(literal -1 binary64))) (fma.f64 #s(literal -1 binary64) (-.f64 #s(literal -1 binary64) (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y)) (pow.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 2 binary64))))
(fma.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) y (*.f64 #s(literal -1 binary64) y))
(fma.f64 #s(literal -1 binary64) y (.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y) y))
(fma.f64 y (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) (*.f64 y #s(literal -1 binary64)))
(fma.f64 y #s(literal -1 binary64) (.f64 y (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y)))
(+.f64 (.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) y) (.f64 #s(literal -1 binary64) y))
(+.f64 (.f64 y (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y)) (.f64 y #s(literal -1 binary64)))
(+.f64 (.f64 y #s(literal -1 binary64)) (.f64 y (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y)))
(+.f64 (.f64 #s(literal -1 binary64) y) (.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) y))
(/.f64 (-.f64 (.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))))) (.f64 t t)) (+.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) t))
(/.f64 (-.f64 (pow.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 2 binary64)) (pow.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) #s(literal 2 binary64))) (-.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))))
(/.f64 (-.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) (fma.f64 t t (.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) t))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) #s(literal 2 binary64)) (pow.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 3 binary64)) (pow.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (-.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)))) (pow.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) #s(literal 2 binary64)) (pow.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 2 binary64))) (-.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 #s(approx (log (+ 1 ( (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y))) (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t)))
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(+.f64 (/.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (fma.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))))
(+.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (neg.f64 (neg.f64 (-.f64 z #s(literal 1 binary64)))) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))))
(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)))))
(log.f64 (*.f64 (pow.f64 y (-.f64 x #s(literal 1 binary64))) (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #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 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #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 x #s(literal -1 binary64))))
(/.f64 (*.f64 (log.f64 y) (fma.f64 x x #s(literal -1 binary64))) (-.f64 x #s(literal -1 binary64)))
(/.f64 (*.f64 (log.f64 y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x x (-.f64 x #s(literal -1 binary64))))
(log.f64 (pow.f64 y (-.f64 x #s(literal 1 binary64))))
(.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)) y)
(.f64 y (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (*.f64 y y) #s(literal -1/2 binary64)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) y) (-.f64 (.f64 (.f64 (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal -1/2 binary64)))
(/.f64 (.f64 (+.f64 #s(literal -1/8 binary64) (pow.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal 3 binary64))) y) (fma.f64 #s(literal -1/2 binary64) (-.f64 #s(literal -1/2 binary64) (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y)) (pow.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal 2 binary64))))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal 2 binary64)) #s(literal 1/4 binary64))) (-.f64 (.f64 (.f64 (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal -1/2 binary64)))
(/.f64 (.f64 y (+.f64 #s(literal -1/8 binary64) (pow.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal 3 binary64)))) (fma.f64 #s(literal -1/2 binary64) (-.f64 #s(literal -1/2 binary64) (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y)) (pow.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) #s(literal 2 binary64))))
(fma.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) y (.f64 #s(literal -1/2 binary64) y))
(fma.f64 #s(literal -1/2 binary64) y (.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) y))
(fma.f64 #s(literal -1/2 binary64) y (.f64 y (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y)))
(fma.f64 y (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) (.f64 #s(literal -1/2 binary64) y))
(fma.f64 y #s(literal -1/2 binary64) (.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) y))
(fma.f64 y #s(literal -1/2 binary64) (.f64 y (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y)))
(+.f64 (.f64 (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) y) (*.f64 #s(literal -1/2 binary64) y))
(+.f64 (.f64 y (.f64 (.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y)) (*.f64 #s(literal -1/2 binary64) y))
(+.f64 (.f64 #s(literal -1/2 binary64) y) (.f64 (.f64 (.f64 (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y) y))
(+.f64 (.f64 #s(literal -1/2 binary64) y) (.f64 y (.f64 (.f64 (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) y) y)))
#s(approx (- x 1) #s(literal -1 binary64))
(*.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 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64)) (pow.f64 (log1p.f64 y) #s(literal 2 binary64))) (-.f64 z #s(literal 1 binary64))) (+.f64 (log1p.f64 y) (log1p.f64 (*.f64 (neg.f64 y) y))))
(/.f64 (.f64 (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64))) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 y) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64))))
(/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))) (-.f64 z #s(literal -1 binary64)))
(/.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 z #s(literal -1 binary64))))
(/.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (fma.f64 z z #s(literal -1 binary64))) (-.f64 z #s(literal -1 binary64)))
(/.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 z #s(literal -1 binary64))))
(/.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64)) (pow.f64 (log1p.f64 y) #s(literal 2 binary64)))) (+.f64 (log1p.f64 y) (log1p.f64 (*.f64 (neg.f64 y) y))))
(/.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64)))) (fma.f64 (log1p.f64 y) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64))))
(/.f64 (.f64 (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64)) (pow.f64 (log1p.f64 y) #s(literal 2 binary64))) (fma.f64 z z #s(literal -1 binary64))) (.f64 (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (-.f64 z #s(literal -1 binary64))))
(/.f64 (.f64 (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64)) (pow.f64 (log1p.f64 y) #s(literal 2 binary64))) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (.f64 (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (fma.f64 z z (-.f64 z #s(literal -1 binary64)))))
(/.f64 (.f64 (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64))) (fma.f64 z z #s(literal -1 binary64))) (.f64 (fma.f64 (log1p.f64 y) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (pow.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) #s(literal 2 binary64))) (-.f64 z #s(literal -1 binary64))))
(/.f64 (.f64 (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64))) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (.f64 (fma.f64 (log1p.f64 y) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (pow.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) #s(literal 2 binary64))) (fma.f64 z z (-.f64 z #s(literal -1 binary64)))))
(/.f64 (.f64 (fma.f64 z z #s(literal -1 binary64)) (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64)) (pow.f64 (log1p.f64 y) #s(literal 2 binary64)))) (.f64 (-.f64 z #s(literal -1 binary64)) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y)))))
(/.f64 (.f64 (fma.f64 z z #s(literal -1 binary64)) (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64)))) (.f64 (-.f64 z #s(literal -1 binary64)) (fma.f64 (log1p.f64 y) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (pow.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) #s(literal 2 binary64)))))
(/.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 2 binary64)) (pow.f64 (log1p.f64 y) #s(literal 2 binary64)))) (.f64 (fma.f64 z z (-.f64 z #s(literal -1 binary64))) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y)))))
(/.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (pow.f64 (log1p.f64 (.f64 (neg.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64)))) (.f64 (fma.f64 z z (-.f64 z #s(literal -1 binary64))) (fma.f64 (log1p.f64 y) (+.f64 (log1p.f64 y) (log1p.f64 (.f64 (neg.f64 y) y))) (pow.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) #s(literal 2 binary64)))))
(log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))))

eval87.0ms (0.7%)

Memory: 24.5MiB live, 112.9MiB allocated; 24ms collecting garbage
Compiler: Compiled 22 753 to 1 941 computations (91.5% saved)

prune741.0ms (6%)

Memory

-68.7MiB live, 114.7MiB allocated; 952ms collecting garbage

Pruning

32 alts after pruning (27 fresh and 5 done)

	Pruned	Kept	Total
New	421	8	429
Fresh	1	19	20
Picked	3	2	5
Done	0	3	3
Total	425	32	457

Accuracy

100.0%

Counts

457 → 32

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.8%	(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
	65.7%	(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	78.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))))) t)
	88.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (neg.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))) y (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
	67.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
	57.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))))) t)
✓	88.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
	75.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
	37.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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)
	52.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
	54.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
	98.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	88.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
	36.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
	54.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) #s(literal 2 binary64)) (.f64 y y)) z) (+.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)))) t)
	85.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
	60.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 (/.f64 (-.f64 (.f64 (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z))) (.f64 (/.f64 y z) (/.f64 y z))) (-.f64 (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 y z))) y) z))) t)
	51.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
	72.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
✓	51.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
	64.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	51.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
	52.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y) #s(literal 1 binary64)) z) y))) t)
	52.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
	59.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))))
✓	50.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
	80.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t))
	4.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
✓	41.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	35.0%	#s(approx (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Compiler

Compiled 3 578 to 1 251 computations (65% saved)

regimes175.0ms (1.4%)

Memory

-10.2MiB live, 230.7MiB allocated; 31ms collecting garbage

Counts

56 → 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (neg.f64 (-.f64 (.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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (* (neg y) y))) (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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (-.f64 x #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- 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 (.f64 (log.f64 y) (-.f64 (*.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.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 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t))
(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64))))))) t)
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.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)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 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 x #s(literal -1 binary64)))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (fma.f64 z x z)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (.f64 (-.f64 (pow.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) #s(literal 2 binary64)) (.f64 y y)) z) (+.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 (/.f64 (-.f64 (.f64 (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z))) (.f64 (/.f64 y z) (/.f64 y z))) (-.f64 (.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 y z))) y) z))) t)
(/.f64 (-.f64 (pow.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)))) #s(literal 2 binary64)) (.f64 t t)) (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)) t)))

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

Calls

8 calls:

45.0ms	t
28.0ms	(-.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)
27.0ms	y
16.0ms	(+.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)

regimes163.0ms (1.3%)

Memory

-26.9MiB live, 209.0MiB allocated; 11ms collecting garbage

Counts

50 → 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (neg.f64 (-.f64 (.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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (* (neg y) y))) (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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (-.f64 x #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- 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 (.f64 (log.f64 y) (-.f64 (*.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.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 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t))
(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 x #s(literal -1 binary64))))))) t)
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.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)) (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (-.f64 (.f64 (.f64 (fma.f64 (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) (.f64 y y) #s(literal -1/2 binary64)) y) y) #s(literal 1 binary64)) (.f64 y y))) (log1p.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 (log1p.f64 (.f64 (neg.f64 y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)))))

Outputs

(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (*.f64 (*.f64 (fma.f64 (*.f64 (fma.f64 (*.f64 y y) (fma.f64 (*.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))

Calls

8 calls:

42.0ms	(-.f64 z #s(literal 1 binary64))
38.0ms	t
15.0ms	z
15.0ms	x
15.0ms	(-.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
99.8%	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)

regimes126.0ms (1%)

Memory

3.0MiB live, 98.1MiB allocated; 10ms collecting garbage

Counts

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

Outputs

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

Calls

8 calls:

39.0ms	(-.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)
15.0ms	(-.f64 z #s(literal 1 binary64))
12.0ms	t
12.0ms	x
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))))

Results

Accuracy	Segments	Branch
99.7%	1	`(-.f64 z #s(literal 1 binary64))`
99.7%	1	`(-.f64 x #s(literal 1 binary64))`
99.7%	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))))`
99.7%	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)`
99.7%	1	`x`
99.7%	1	`y`
99.7%	1	`z`
99.7%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes91.0ms (0.7%)

Memory

15.6MiB live, 160.7MiB allocated; 13ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (neg.f64 (-.f64 (.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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (* (neg y) y))) (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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (-.f64 x #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))) (.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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.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:

16.0ms	(-.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)
13.0ms	z
11.0ms	(-.f64 x #s(literal 1 binary64))
10.0ms	t
10.0ms	(+.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)

regimes126.0ms (1%)

Memory

-20.7MiB live, 170.2MiB allocated; 56ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (neg.f64 (-.f64 (.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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (* (neg y) y))) (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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (fma.f64 (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64))) y (-.f64 #s(literal 1 binary64) z))) y))) t)
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)

Outputs

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

Calls

8 calls:

25.0ms	z
15.0ms	(-.f64 x #s(literal 1 binary64))
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)
10.0ms	x
10.0ms	(+.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
99.5%	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)

regimes86.0ms (0.7%)

Memory

8.9MiB live, 103.7MiB allocated; 8ms collecting garbage

Counts

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

Outputs

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

20.0ms	(-.f64 z #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))))
9.0ms	x
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

Results

Accuracy	Segments	Branch
99.3%	1	`(-.f64 z #s(literal 1 binary64))`
99.3%	1	`z`
99.3%	1	`t`
99.3%	1	`(-.f64 x #s(literal 1 binary64))`
99.3%	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))))`
99.3%	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)`
99.3%	1	`x`
99.3%	1	`y`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes78.0ms (0.6%)

Memory

2.7MiB live, 94.9MiB allocated; 22ms collecting garbage

Counts

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

Outputs

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

Calls

8 calls:

18.0ms	(-.f64 z #s(literal 1 binary64))
12.0ms	x
8.0ms	(-.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)
8.0ms	t
8.0ms	z

Results

Accuracy	Segments	Branch
99.3%	1	`(-.f64 z #s(literal 1 binary64))`
99.3%	1	`(-.f64 x #s(literal 1 binary64))`
99.3%	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))))`
99.3%	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)`
99.3%	1	`x`
99.3%	1	`y`
99.3%	1	`z`
99.3%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes68.0ms (0.6%)

Memory

5.4MiB live, 96.1MiB allocated; 7ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (neg.f64 (-.f64 (.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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))))) t)
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (/.f64 (.f64 (log.f64 y) (-.f64 (.f64 x x) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 #s(approx (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)

Calls

8 calls:

12.0ms	(-.f64 z #s(literal 1 binary64))
10.0ms	(+.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))))
8.0ms	(-.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)
8.0ms	z
8.0ms	x

Results

Accuracy	Segments	Branch
98.5%	1	`(-.f64 z #s(literal 1 binary64))`
98.5%	1	`z`
98.5%	1	`t`
98.5%	1	`(-.f64 x #s(literal 1 binary64))`
98.5%	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))))`
98.5%	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)`
98.5%	1	`x`
98.5%	1	`y`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes57.0ms (0.5%)

Memory

5.9MiB live, 106.2MiB allocated; 14ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)

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

Calls

8 calls:

11.0ms	(-.f64 x #s(literal 1 binary64))
10.0ms	x
6.0ms	z
6.0ms	(-.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	t

Results

Accuracy	Segments	Branch
92.5%	2	`(-.f64 z #s(literal 1 binary64))`
95.9%	3	`(-.f64 x #s(literal 1 binary64))`
94.4%	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))))`
92.8%	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)`
95.9%	3	`x`
90.8%	2	`y`
92.5%	2	`z`
88.7%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes52.0ms (0.4%)

Memory

-3.9MiB live, 42.4MiB allocated; 3ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (*.f64 (*.f64 (-.f64 (*.f64 (fma.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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)

Calls

5 calls:

29.0ms	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	x
5.0ms	(-.f64 z #s(literal 1 binary64))
5.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
92.5%	2	`(-.f64 z #s(literal 1 binary64))`
92.5%	2	`z`
88.7%	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))))`
88.7%	1	`(-.f64 x #s(literal 1 binary64))`
88.7%	1	`x`

Compiler

Compiled 23 to 33 computations (-43.5% saved)

regimes12.0ms (0.1%)

Memory

17.4MiB live, 17.4MiB allocated; 0ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) 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 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)

Outputs

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

Calls

2 calls:

6.0ms	z
5.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
92.2%	2	`(-.f64 z #s(literal 1 binary64))`
92.2%	2	`z`

Compiler

Compiled 4 to 10 computations (-150% saved)

regimes41.0ms (0.3%)

Memory

-17.1MiB live, 75.7MiB allocated; 5ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
#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)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) (*.f64 (log.f64 y) #s(approx (- x 1) #s(literal -1 binary64)))) 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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 (* (neg y) y))) (log (+ 1 y))))) #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)

Calls

8 calls:

6.0ms	(-.f64 z #s(literal 1 binary64))
5.0ms	(-.f64 x #s(literal 1 binary64))
5.0ms	z
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

Results

Accuracy	Segments	Branch
87.8%	3	`(-.f64 x #s(literal 1 binary64))`
89.5%	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))))`
87.8%	3	`x`
75.1%	1	`t`
77.9%	2	`y`
87.6%	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)`
79.4%	2	`(-.f64 z #s(literal 1 binary64))`
79.4%	2	`z`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes35.0ms (0.3%)

Memory

1.2MiB live, 53.2MiB allocated; 6ms collecting garbage

Counts

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

Calls

8 calls:

7.0ms	z
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	t
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)
4.0ms	x

Results

Accuracy	Segments	Branch
67.9%	3	`t`
61.0%	3	`y`
63.3%	3	`z`
63.3%	3	`(-.f64 z #s(literal 1 binary64))`
63.8%	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)`
76.8%	4	`(-.f64 x #s(literal 1 binary64))`
79.2%	5	`x`
78.2%	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 42 to 55 computations (-31% saved)

regimes11.0ms (0.1%)

Memory

17.8MiB live, 17.8MiB allocated; 0ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (neg.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (neg.f64 y)) (-.f64 z #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))) (- z 1)) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Outputs

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

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

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

Calls

3 calls:

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	x
3.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
72.2%	3	`(-.f64 x #s(literal 1 binary64))`
72.2%	3	`x`
69.6%	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))))`

Compiler

Compiled 19 to 23 computations (-21.1% saved)

regimes44.0ms (0.4%)

Memory

-9.3MiB live, 37.4MiB allocated; 2ms collecting garbage

Counts

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

Calls

8 calls:

21.0ms	t
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	z
3.0ms	x

Results

Accuracy	Segments	Branch
52.4%	1	`y`
52.4%	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)`
52.4%	1	`(-.f64 z #s(literal 1 binary64))`
52.4%	1	`z`
52.4%	1	`t`
52.4%	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))))`
52.4%	1	`x`
52.4%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes19.0ms (0.2%)

Memory

22.3MiB live, 22.3MiB allocated; 0ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (.f64 (-.f64 #s(approx (/ (+ ( (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)

Outputs

(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) 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))))
2.0ms	(-.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	z
2.0ms	x
2.0ms	t

Results

Accuracy	Segments	Branch
52.2%	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))))`
52.2%	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)`
52.2%	1	`(-.f64 z #s(literal 1 binary64))`
52.2%	1	`t`
52.2%	1	`(-.f64 x #s(literal 1 binary64))`
52.2%	1	`z`
52.2%	1	`x`
52.2%	1	`y`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes37.0ms (0.3%)

Memory

-20.5MiB live, 26.0MiB allocated; 3ms 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)

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

Calls

8 calls:

23.0ms	(-.f64 x #s(literal 1 binary64))
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	(-.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	z
2.0ms	x

Results

Accuracy	Segments	Branch
51.5%	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))))`
51.5%	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)`
51.5%	1	`(-.f64 z #s(literal 1 binary64))`
51.5%	1	`t`
51.5%	1	`z`
51.5%	1	`(-.f64 x #s(literal 1 binary64))`
51.5%	1	`y`
51.5%	1	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes11.0ms (0.1%)

Memory

22.8MiB live, 22.8MiB 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)

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

Calls

8 calls:

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	(-.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	x
1.0ms	z
1.0ms	t

Results

Accuracy	Segments	Branch
51.4%	1	`(-.f64 z #s(literal 1 binary64))`
51.4%	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))))`
51.4%	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)`
51.4%	1	`t`
51.4%	1	`(-.f64 x #s(literal 1 binary64))`
51.4%	1	`x`
51.4%	1	`y`
51.4%	1	`z`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes15.0ms (0.1%)

Memory

-20.5MiB live, 24.0MiB allocated; 4ms 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:

7.0ms	z
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	(+.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

Results

Accuracy	Segments	Branch
41.8%	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))))`
41.8%	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)`
41.8%	1	`(-.f64 z #s(literal 1 binary64))`
41.8%	1	`t`
41.8%	1	`(-.f64 x #s(literal 1 binary64))`
41.8%	1	`y`
41.8%	1	`z`
41.8%	1	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch109.0ms (0.9%)

Memory

-11.7MiB live, 86.5MiB allocated; 34ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
62.0ms	1.8351818082581282e+39	5.287096761703415e+42
42.0ms	-13593709.44629417	-976.3134380022619

Samples

48.0ms	172×	0	valid
45.0ms	84×	1	valid

Compiler

Compiled 1 028 to 741 computations (27.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 85.0ms

ival-log: 53.0ms (62.7% of total)

ival-add: 16.0ms (18.9% of total)

ival-sub: 6.0ms (7.1% of total)

adjust: 5.0ms (5.9% of total)

ival-mult: 4.0ms (4.7% of total)

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

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

exact: 0.0ms (0% of total)

bsearch42.0ms (0.3%)

Memory

4.7MiB live, 49.0MiB allocated; 6ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
39.0ms	-8.362378580907469e+179	-1.3704792693359361e+176

Samples

27.0ms	73×	1	valid
5.0ms	55×	0	valid

Compiler

Compiled 780 to 509 computations (34.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 28.0ms

ival-log: 16.0ms (58.2% of total)

ival-sub: 4.0ms (14.5% of total)

adjust: 4.0ms (14.5% of total)

ival-mult: 3.0ms (10.9% of total)

ival-add: 1.0ms (3.6% 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

4.3MiB live, 4.3MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-8.362378580907469e+179	-1.3704792693359361e+176

Compiler

Compiled 660 to 469 computations (28.9% saved)

bsearch1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated; 0ms collecting garbage

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	664.7811955101265	667.113025967814
0.0ms	122.71408075295929	150.0951773471733
0.0ms	-1.0161449646439955e+48	-1.6744292691056532e+45

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch1.0ms (0%)

Memory

2.9MiB live, 2.9MiB allocated; 0ms collecting garbage

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	9.100105468636821e+141	1.7957083676017544e+147
0.0ms	122.71408075295929	150.0951773471733
0.0ms	-1.6046906868714356e+102	-6.274780546787051e+100

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch1.0ms (0%)

Memory

2.2MiB live, 2.2MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	2.582514273819393e+98	1.786384509432638e+100
0.0ms	-4.3238997480183164e+144	-1.7884629350820203e+139

Compiler

Compiled 20 to 22 computations (-10% saved)

simplify66.0ms (0.5%)

Memory

12.1MiB live, 57.5MiB allocated; 5ms collecting garbage

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	190	1242
1	312	1237
2	507	1222
3	1017	1222
4	2718	1222
5	6464	1222

Stop Event

1×	node limit

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t)
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.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)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
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(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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 x #s(literal 1 binary64)) (.f64 #s(approx (+ ( (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(if (<=.f64 x #s(literal -1000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) (if (<=.f64 x #s(literal 1850000000000000062245044357068824248320 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 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 (log.f64 y) x)) t)))
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Outputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t)
(fma.f64 (-.f64 #s(approx (log (+ 1 (* (neg y) y))) (.f64 (.f64 (fma.f64 (.f64 (fma.f64 (.f64 y y) (fma.f64 (.f64 #s(literal -1/4 binary64) y) y #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) y) y #s(literal -1 binary64)) y) y)) (log1p.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.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)
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (- (log (+ 1 (* (neg y) y))) (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)
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (neg (- z 1))) y)) (.f64 (.f64 (-.f64 (*.f64 (fma.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 (* (neg y) y))) (log (+ 1 y))))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) #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)))) #s(approx (+ (* (neg y) (- z 1)) (* (log y) (- x 1))) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

derivations1.1s (8.9%)

Memory

-2.9MiB live, 856.4MiB allocated; 149ms collecting garbage

Stop Event

1×

fuel

Compiler

Compiled 1 251 to 195 computations (84.4% saved)

preprocess101.0ms (0.8%)

Memory: -2.7MiB live, 138.4MiB allocated; 19ms collecting garbage
Compiler: Compiled 2 536 to 418 computations (83.5% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze139.0ms (1.1%)

sample2.7s (21.7%)

explain516.0ms (4.2%)

preprocess226.0ms (1.8%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify169.0ms (1.4%)

localize217.0ms (1.8%)

series110.0ms (0.9%)

simplify222.0ms (1.8%)

rewrite74.0ms (0.6%)

eval22.0ms (0.2%)

prune12.0ms (0.1%)

simplify237.0ms (1.9%)

localize492.0ms (4%)

series193.0ms (1.6%)

simplify328.0ms (2.7%)

rewrite191.0ms (1.5%)

eval92.0ms (0.7%)

prune61.0ms (0.5%)

simplify307.0ms (2.5%)

localize427.0ms (3.5%)

series144.0ms (1.2%)

simplify207.0ms (1.7%)

rewrite143.0ms (1.2%)

eval79.0ms (0.6%)

prune96.0ms (0.8%)

simplify188.0ms (1.5%)

localize650.0ms (5.3%)

series223.0ms (1.8%)

simplify241.0ms (2%)

rewrite148.0ms (1.2%)

eval87.0ms (0.7%)

prune741.0ms (6%)

regimes175.0ms (1.4%)

regimes163.0ms (1.3%)

regimes126.0ms (1%)

regimes91.0ms (0.7%)

regimes126.0ms (1%)

regimes86.0ms (0.7%)

regimes78.0ms (0.6%)

regimes68.0ms (0.6%)

regimes57.0ms (0.5%)

regimes52.0ms (0.4%)

regimes12.0ms (0.1%)

regimes41.0ms (0.3%)

regimes35.0ms (0.3%)

regimes11.0ms (0.1%)

regimes44.0ms (0.4%)

regimes19.0ms (0.2%)

regimes37.0ms (0.3%)

regimes11.0ms (0.1%)

regimes15.0ms (0.1%)

bsearch109.0ms (0.9%)

bsearch42.0ms (0.3%)

bsearch2.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

simplify66.0ms (0.5%)

derivations1.1s (8.9%)

preprocess101.0ms (0.8%)

end0.0ms (0%)

Profiling