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

analyze98.0ms (0.5%)

Memory

-3.5MiB live, 238.4MiB allocated

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)

sample2.4s (12.8%)

Memory

-82.3MiB live, 3 271.3MiB allocated

Samples

984.0ms	6 155×	0	valid
927.0ms	2 101×	1	valid
1.0ms	6×	0	invalid

Precisions

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

ival-log: 765.0ms (49% of total)

ival-sub: 531.0ms (34% of total)

ival-mult: 132.0ms (8.4% of total)

adjust: 74.0ms (4.7% of total)

ival-add: 45.0ms (2.9% of total)

ival-true: 8.0ms (0.5% of total)

exact: 5.0ms (0.3% of total)

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

Bogosity

preprocess377.0ms (2%)

Memory

3.1MiB live, 201.1MiB allocated

Algorithm

1×	egg-herbie

Rules

4 252×	`lower-fma.f64`
4 252×	`lower-fma.f32`
1 420×	`sub-neg`
1 040×	`lower-+.f32`
1 038×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	252
1	159	248
2	467	241
3	1721	240
4	4245	240
5	7008	240
0	14	17
0	23	17
1	38	17
2	64	17
3	140	17
4	297	17
5	818	17
6	2350	17
7	3514	17
8	3887	17
9	3933	17
10	3933	17
11	4316	17
12	4413	17
13	4413	17
14	4415	17
0	4415	15

Stop Event

1×	iter limit
1×	saturated
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 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) t))

explain585.0ms (3.2%)

Memory

-14.0MiB live, 449.3MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
255	-	-	`(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	255	0

Confusion

	Predicted +	Predicted -
+	23	0
-	232	1

Precision

0.09019607843137255

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	23	0	0
-	232	0	1

Precision?

0.09019607843137255

Recall?

1.0

Freqs

test

number	freq
0	1
1	255

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

206.0ms	366×	1	valid
95.0ms	130×	2	valid
2.0ms	16×	0	valid

Compiler

Compiled 178 to 60 computations (66.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 226.0ms

ival-log: 80.0ms (35.5% of total)

adjust: 71.0ms (31.5% of total)

ival-sub: 55.0ms (24.4% of total)

ival-mult: 14.0ms (6.2% of total)

ival-add: 5.0ms (2.2% of total)

ival-true: 1.0ms (0.4% of total)

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

exact: 0.0ms (0% of total)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	91.4%	(-.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)

Compiler

Compiled 21 to 14 computations (33.3% saved)

simplify199.0ms (1.1%)

Memory

-3.3MiB live, 79.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	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	64	(log.f64 (-.f64 #s(literal 1 binary64) y))
✓	cost-diff	128	(+.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))))

Rules

4 252×	`lower-fma.f64`
4 252×	`lower-fma.f32`
1 040×	`lower-+.f32`
1 038×	`lower-+.f64`
1 034×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	66
0	23	66
1	38	66
2	64	66
3	140	66
4	297	66
5	818	66
6	2350	66
7	3514	66
8	3887	66
9	3933	66
10	3933	66
11	4316	66
12	4413	66
13	4413	66
14	4415	66
0	4415	60

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize235.0ms (1.3%)

Memory

0.7MiB live, 157.7MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(+.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))))
✓	accuracy	100.0%	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
✓	accuracy	99.7%	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
✓	accuracy	7.6%	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

170.0ms	183×	1	valid
39.0ms	65×	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: 155.0ms

ival-log: 124.0ms (80% of total)

adjust: 11.0ms (7.1% of total)

ival-sub: 10.0ms (6.5% of total)

ival-mult: 7.0ms (4.5% of total)

ival-add: 3.0ms (1.9% of total)

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

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

exact: 0.0ms (0% of total)

series150.0ms (0.8%)

Memory

-4.9MiB live, 149.5MiB allocated

Counts

5 → 144

Calls

Call 1

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

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

Calls

36 calls:

Time	Variable		Point	Expression
84.0ms	x	@	0	(+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
31.0ms	y	@	0	(* (- x 1) (log y))
13.0ms	y	@	-inf	(* (- x 1) (log y))
6.0ms	y	@	inf	(* (- x 1) (log y))
4.0ms	t	@	0	(- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)

simplify855.0ms (4.6%)

Memory

-5.9MiB live, 784.8MiB allocated

Algorithm

1×	egg-herbie

Rules

17 812×	`lower-fma.f64`
17 812×	`lower-fma.f32`
4 506×	`lower-+.f64`
4 506×	`lower-+.f32`
3 766×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	226	2458
1	700	2291
2	2121	2149
3	7355	2149
0	8590	1990

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

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

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

rewrite446.0ms (2.4%)

Memory

15.0MiB live, 892.8MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

9 524×	`lower-fma.f64`
9 524×	`lower-fma.f32`
5 586×	`lower-*.f32`
5 582×	`lower-*.f64`
4 212×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	50
0	23	50
1	95	50
2	757	50
0	8471	44

Stop Event

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

Counts

5 → 485

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

eval81.0ms (0.4%)

Memory: 14.0MiB live, 208.7MiB allocated
Compiler: Compiled 21 670 to 1 790 computations (91.7% saved)

prune108.0ms (0.6%)

Memory

-36.8MiB live, 255.2MiB allocated

Pruning

18 alts after pruning (18 fresh and 0 done)

	Pruned	Kept	Total
New	611	18	629
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	612	18	630

Accuracy

99.9%

Counts

630 → 18

Alt Table

Click to see full alt table

Status	Accuracy	Program
	73.6%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal 1 binary64))) (log.f64 y)) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	62.3%	(fma.f64 (.f64 (fma.f64 x (.f64 x x) #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x)) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	73.2%	(fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal 1 binary64))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
▶	99.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))))
	64.8%	(-.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)
	91.3%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.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)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) 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 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	99.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
	99.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
▶	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	91.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t)
	73.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	87.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (.f64 t (/.f64 (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z))) t)) t))
	10.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	40.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
	82.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) t) #s(literal -1 binary64)))))
▶	35.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 728 to 476 computations (34.6% saved)

simplify380.0ms (2%)

Memory

30.8MiB live, 618.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(+.f64 x #s(literal -1 binary64))
✓	cost-diff	0	(fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
✓	cost-diff	128	(/.f64 #s(literal 1 binary64) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))))
✓	cost-diff	1280	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (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)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
✓	cost-diff	128	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
✓	cost-diff	0	(log1p.f64 (neg.f64 y))
✓	cost-diff	0	(*.f64 (log1p.f64 (neg.f64 y)) z)
✓	cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
✓	cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
✓	cost-diff	0	(neg.f64 t)
✓	cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
✓	cost-diff	0	(-.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
✓	cost-diff	128	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))

Rules

12 562×	`lower-fma.f32`
12 548×	`lower-fma.f64`
3 046×	`lower-+.f32`
3 038×	`lower-+.f64`
2 166×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	439
0	85	423
1	167	423
2	345	423
3	949	423
4	2299	423
5	4904	423
6	6532	423
0	8227	416

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

localize338.0ms (1.8%)

Memory

-3.5MiB live, 501.8MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	99.8%	(fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
✓	accuracy	99.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))))
✓	accuracy	99.4%	(/.f64 #s(literal 1 binary64) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))))
✓	accuracy	100.0%	(.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))
✓	accuracy	100.0%	(*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))
✓	accuracy	99.7%	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
✓	accuracy	99.4%	#s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))
✓	accuracy	100.0%	(log1p.f64 (neg.f64 y))
✓	accuracy	100.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
✓	accuracy	100.0%	(*.f64 (log1p.f64 (neg.f64 y)) z)
✓	accuracy	15.4%	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
✓	accuracy	100.0%	(neg.f64 t)
✓	accuracy	35.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
✓	accuracy	100.0%	(.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))
✓	accuracy	100.0%	(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
✓	accuracy	99.7%	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
✓	accuracy	99.6%	#s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))

Samples

178.0ms	183×	1	valid
68.0ms	65×	2	valid
3.0ms	8×	0	valid

Compiler

Compiled 369 to 44 computations (88.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 195.0ms

ival-mult: 65.0ms (33.4% of total)

ival-log: 43.0ms (22.1% of total)

adjust: 30.0ms (15.4% of total)

ival-add: 20.0ms (10.3% of total)

ival-div: 12.0ms (6.2% of total)

ival-sub: 10.0ms (5.1% of total)

const: 9.0ms (4.6% of total)

ival-log1p: 2.0ms (1% of total)

ival-neg: 2.0ms (1% of total)

exact: 1.0ms (0.5% of total)

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

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

series76.0ms (0.4%)

Memory

11.2MiB live, 139.3MiB allocated

Counts

23 → 648

Calls

Call 1

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

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

Calls

162 calls:

Time	Variable		Point	Expression
24.0ms	t	@	inf	(/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))))
18.0ms	z	@	0	(* (log (+ 1 (neg y))) z)
3.0ms	z	@	inf	(/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))
2.0ms	y	@	-inf	(/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))
2.0ms	y	@	inf	(/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))

simplify373.0ms (2%)

Memory

20.2MiB live, 615.8MiB allocated

Algorithm

1×	egg-herbie

Rules

7 076×	`lower-fma.f64`
7 076×	`lower-fma.f32`
4 518×	`lower-*.f64`
4 518×	`lower-*.f32`
3 938×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	628	13924
1	2002	13042
2	6853	12838
0	8150	11905

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 644

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

rewrite532.0ms (2.9%)

Memory

-16.0MiB live, 680.4MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 974×	`lower-*.f32`
4 962×	`lower-*.f64`
4 530×	`lower-fma.f32`
4 516×	`lower-fma.f64`
3 032×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	332
0	85	316
1	404	316
2	3208	316
0	8311	310

Stop Event

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

Counts

23 → 1 082

Calls

Call 1

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

Outputs
(+.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(+.f64 (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)))
(-.f64 (/.f64 (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (-.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))) (/.f64 (.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (-.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))))
(fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(fma.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64)) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(fma.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)))
(fma.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (+.f64 z #s(literal -1 binary64)) (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (-.f64 (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #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))) (fma.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64)))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (-.f64 (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))))))
(/.f64 (fma.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64)))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 3 binary64))) (fma.f64 (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (-.f64 (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #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 (fma.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64)))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 3 binary64))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (-.f64 (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) (+.f64 z #s(literal -1 binary64))) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))))
(/.f64 (-.f64 (pow.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64))) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))) (-.f64 (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) (.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))))
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(/.f64 (.f64 y (fma.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 y (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) #s(literal -1 binary64))) (-.f64 (fma.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 y (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (neg.f64 y))))
(/.f64 (.f64 y (fma.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 y (*.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) #s(literal -1 binary64))) (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal 1 binary64)))
(/.f64 (.f64 (fma.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 y (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) #s(literal -1 binary64)) y) (-.f64 (fma.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 y (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) #s(literal 1 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (neg.f64 y))))
(/.f64 (.f64 (fma.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 y (*.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) #s(literal -1 binary64)) y) (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal 1 binary64)))
(*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))
(*.f64 (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)) y)
(+.f64 (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) z) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(literal -1 binary64)))
(+.f64 (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(literal -1 binary64)) (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) z))
(+.f64 (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (.f64 #s(literal -1 binary64) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(+.f64 (.f64 #s(literal -1 binary64) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(fma.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 #s(literal -1 binary64) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(fma.f64 #s(literal -1 binary64) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
(fma.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) z (.f64 #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(literal -1 binary64)))
(fma.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) #s(literal -1 binary64) (.f64 #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) z))
(/.f64 (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (fma.f64 z (.f64 z z) #s(literal -1 binary64))) (-.f64 (fma.f64 z z #s(literal 1 binary64)) (.f64 z #s(literal -1 binary64))))
(/.f64 (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (fma.f64 z (*.f64 z z) #s(literal -1 binary64))) (+.f64 (fma.f64 z z #s(literal 1 binary64)) z))
(/.f64 (.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (fma.f64 z z #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (-.f64 (fma.f64 z z #s(literal 1 binary64)) (.f64 z #s(literal -1 binary64))))
(/.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (+.f64 (fma.f64 z z #s(literal 1 binary64)) z))
(/.f64 (.f64 (fma.f64 z z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (+.f64 #s(literal 1 binary64) z))
(.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))
(.f64 #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (+.f64 z #s(literal -1 binary64)))
(log.f64 y)
(+.f64 (log.f64 y) #s(literal 0 binary64))
(+.f64 #s(literal 0 binary64) (log.f64 y))

eval352.0ms (1.9%)

Memory: -3.7MiB live, 541.8MiB allocated
Compiler: Compiled 87 523 to 4 197 computations (95.2% saved)

prune528.0ms (2.8%)

Memory

13.3MiB live, 588.4MiB allocated

Pruning

28 alts after pruning (27 fresh and 1 done)

	Pruned	Kept	Total
New	1 862	18	1 880
Fresh	4	9	13
Picked	4	1	5
Done	0	0	0
Total	1 870	28	1 898

Accuracy

100.0%

Counts

1 898 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
	62.3%	(fma.f64 (.f64 (fma.f64 x (.f64 x x) #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x)) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	73.2%	(fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal 1 binary64))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	57.7%	(pow.f64 (pow.f64 (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	57.7%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
▶	40.0%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))
	39.8%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))) (/.f64 (-.f64 (/.f64 #s(literal -1 binary64) (log.f64 y)) (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x)) (neg.f64 x))))
	35.4%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	62.3%	(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x (.f64 x x) #s(literal -1 binary64)) (log.f64 y)) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	73.1%	(-.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)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
▶	91.3%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	61.4%	(-.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	61.4%	(-.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 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	99.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
▶	99.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
	91.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t)
	73.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) z)) t)
	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) z)) t)
	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) z)) t)
▶	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	10.8%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	40.1%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 (log.f64 y) x))
	82.0%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (/.f64 (log.f64 y) t) #s(literal -1 binary64)))))
▶	6.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	13.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	87.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (.f64 t (/.f64 (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z))) t)) t))
	82.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) t) #s(literal -1 binary64)))))
✓	35.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 159 to 747 computations (35.5% saved)

simplify565.0ms (3%)

Memory

-11.4MiB live, 404.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
✓	cost-diff	64	(log.f64 (-.f64 #s(literal 1 binary64) y))
✓	cost-diff	128	(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
✓	cost-diff	1088	(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))))
✓	cost-diff	0	(*.f64 (log.f64 y) x)
✓	cost-diff	0	#s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))
✓	cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x)))
✓	cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))
✓	cost-diff	64	(-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t)))
✓	cost-diff	192	(+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))
✓	cost-diff	320	(*.f64 #s(literal 0 binary64) t)
✓	cost-diff	1664	(/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))
✓	cost-diff	0	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
✓	cost-diff	0	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
✓	cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
✓	cost-diff	0	(*.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))
✓	cost-diff	0	(fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))
✓	cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))
✓	cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)

Rules

12 004×	`lower-fma.f32`
11 998×	`lower-fma.f64`
2 550×	`lower-*.f32`
2 536×	`lower-*.f64`
2 198×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	440
0	93	391
1	179	389
2	373	377
3	1019	377
4	2678	377
5	6058	377
0	8201	351

Stop Event

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

Calls

Call 1

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

Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 z #s(literal -1 binary64)) (fma.f64 y #s(literal -1/2 binary64) #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 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 z #s(literal -1 binary64)) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64)))))
(fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))
(fma.f64 y (.f64 (+.f64 z #s(literal -1 binary64)) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))
y
(*.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))
(*.f64 (+.f64 z #s(literal -1 binary64)) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))
(+.f64 #s(literal -1 binary64) z)
(+.f64 z #s(literal -1 binary64))
#s(literal -1 binary64)
z
(fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))
#s(literal -1/2 binary64)
(*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))
(*.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64)))
(log.f64 y)
(+.f64 #s(literal -1 binary64) x)
(+.f64 x #s(literal -1 binary64))
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
(*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
(neg.f64 y)
y
z
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))
(neg.f64 t)
(-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t)))
(neg.f64 (.f64 t (.f64 t t)))
#s(literal 0 binary64)
(.f64 t (.f64 t t))
t
(*.f64 t t)
(+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))
(*.f64 t t)
(fma.f64 t t (*.f64 #s(literal 0 binary64) t))
(*.f64 t t)
(*.f64 #s(literal 0 binary64) t)
#s(literal 0 binary64)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x)))
(/.f64 #s(literal 1 binary64) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y))))
#s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(log.f64 y)
y
x
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (*.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 #s(literal 1 binary64) z) t))
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))))
(*.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64)))
(log.f64 y)
y
(/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))
#s(literal 1 binary64)
(+.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 (+.f64 z #s(literal -1 binary64)) (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

localize463.0ms (2.5%)

Memory

9.4MiB live, 528.8MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))
✓	accuracy	100.0%	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
✓	accuracy	99.6%	(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))))
✓	accuracy	7.6%	(log.f64 (-.f64 #s(literal 1 binary64) y))
✓	accuracy	99.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))
✓	accuracy	99.5%	(*.f64 (log.f64 y) x)
✓	accuracy	99.4%	(/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x)))
✓	accuracy	40.3%	#s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))
✓	accuracy	100.0%	(*.f64 #s(literal 0 binary64) t)
✓	accuracy	99.8%	(.f64 t (.f64 t t))
✓	accuracy	37.2%	(/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))
✓	accuracy	35.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
✓	accuracy	100.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
✓	accuracy	100.0%	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
✓	accuracy	98.5%	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
✓	accuracy	15.4%	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	accuracy	100.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
✓	accuracy	100.0%	(*.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))
✓	accuracy	99.7%	(*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))
✓	accuracy	99.6%	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))

Samples

309.0ms	183×	1	valid
76.0ms	65×	2	valid
3.0ms	8×	0	valid

Compiler

Compiled 355 to 51 computations (85.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 313.0ms

ival-sub: 150.0ms (47.9% of total)

ival-log: 44.0ms (14% of total)

adjust: 39.0ms (12.4% of total)

ival-mult: 31.0ms (9.9% of total)

ival-add: 27.0ms (8.6% of total)

ival-div: 17.0ms (5.4% of total)

ival-log1p: 2.0ms (0.6% 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)

series47.0ms (0.3%)

Memory

-2.6MiB live, 116.5MiB allocated

Counts

25 → 720

Calls

Call 1

Inputs
#<alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)>
#<alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))>
#<alt (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))>
#<alt (*.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))>
#<alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)>
#<alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))>
#<alt (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)>
#<alt #s(approx (log (+ 1 (neg y))) (neg.f64 y))>
#<alt (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))>
#<alt (*.f64 #s(literal 0 binary64) t)>
#<alt (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))>
#<alt (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t)))>
#<alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))>
#<alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x)))>
#<alt #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))>
#<alt (*.f64 (log.f64 y) x)>
#<alt (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))))>
#<alt (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))>
#<alt (log.f64 (-.f64 #s(literal 1 binary64) y))>
#<alt (-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)>
#<alt (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))>
#<alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))>
#<alt (.f64 t (.f64 t t))>
#<alt (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))>
#<alt (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))>

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

Calls

180 calls:

Time	Variable		Point	Expression
14.0ms	x	@	0	(* (log y) x)
2.0ms	y	@	0	(* (log y) x)
1.0ms	z	@	0	(+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x)))
1.0ms	y	@	inf	(+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x)))
0.0ms	z	@	-inf	(+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x)))

simplify675.0ms (3.6%)

Memory

10.4MiB live, 943.2MiB allocated

Algorithm

1×	egg-herbie

Rules

8 214×	`lower-fma.f64`
8 214×	`lower-fma.f32`
4 960×	`lower-*.f64`
4 960×	`lower-*.f32`
3 928×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	701	14623
1	2241	13706
2	7485	13514
0	8079	12541

Stop Event

1×	iter limit
1×	node limit

Counts

720 → 720

Calls

Call 1

Inputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (log y))
(* -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))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(- (* (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 (* (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)) (- 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))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (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))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(* 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))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (log (- 1 y)))
(* -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))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (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))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (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)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (log y))
(* -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))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) 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 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(+ (* -1 (* (log (/ -1 y)) (- 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))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(* 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))))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (log (- 1 y)))
(* -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))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* (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)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(* -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)))))
(* (pow y 2) (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 2))) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1)))))
(* -1/2 (* (pow y 2) (- z 1)))
(* (pow y 2) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* (pow y 2) (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))))
(* (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 y) 1))) (* (log y) (- x 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (+ (* y (* z (- (* -1/2 y) 1))) (* (log y) (- x 1))))
(+ (* -1 (* y (- (* -1/2 y) 1))) (+ (* y (* z (- (* -1/2 y) 1))) (* (log y) (- x 1))))
(+ (* -1 (* y (- (* -1/2 y) 1))) (+ (* y (* z (- (* -1/2 y) 1))) (* (log y) (- x 1))))
(* y (* z (- (* -1/2 y) 1)))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(* y (* z (- (* -1/2 y) 1)))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (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 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (- (* -1/2 y) 1))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(* z (- (* -1/2 y) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* z (- (* -1/2 y) 1))
(* -1 (* z (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (* z (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (* z (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (- z 1))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(* -1/2 (* y (- z 1)))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* -1/2 (* y (- z 1)))
(* -1 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 y))))
(* -1 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 y))))
(* -1 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 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)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (log y))
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Outputs
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-1
#s(literal -1 binary64)
(- (* -1 x) 1)
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(/ 1 x)
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rewrite886.0ms (4.8%)

Memory

-12.9MiB live, 576.9MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

3 078×	`lower-fma.f32`
3 072×	`lower-fma.f64`
2 912×	`lower-/.f32`
2 902×	`lower-/.f64`
2 558×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	384
0	94	344
1	452	325
2	3895	321
0	8440	290

Stop Event

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

Counts

25 → 861

Calls

Call 1

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

Outputs
(+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t)
(+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t)
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64)))) (/.f64 (.f64 t (.f64 t t)) (fma.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64)) (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t)) (/.f64 (.f64 t t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t)))
(-.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 0 binary64)) t)
(fma.f64 #s(literal 1 binary64) t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 #s(literal -1 binary64) t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 t #s(literal 1 binary64) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 t #s(literal -1 binary64) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 t (/.f64 t t) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 t (pow.f64 (/.f64 t t) #s(literal 1 binary64)) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (.f64 t t) (/.f64 t (.f64 t t)) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (.f64 t t) (pow.f64 (/.f64 t (.f64 t t)) #s(literal 1 binary64)) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (.f64 t (.f64 t t)) (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (.f64 t (.f64 t t)) (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(literal 1 binary64)) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (/.f64 #s(literal 1 binary64) t) (.f64 t t) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (/.f64 #s(literal 1 binary64) t) (pow.f64 (/.f64 t (.f64 t (.f64 t t))) #s(literal -1 binary64)) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (.f64 t (.f64 t t)) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (/.f64 t t) t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) (.f64 t (.f64 t (.f64 t t))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (pow.f64 (/.f64 t t) #s(literal 1 binary64)) t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) #s(literal 1 binary64)) (pow.f64 (.f64 t (.f64 t (.f64 t t))) #s(literal 1 binary64)) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (pow.f64 (/.f64 (.f64 t t) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(fma.f64 (pow.f64 (/.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64))) (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 3 binary64)) (.f64 t (.f64 t t)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64)) (*.f64 t t))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64))) (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 3 binary64)) (.f64 t (.f64 t t))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64)) (*.f64 t t)))))
(/.f64 (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 3 binary64)) (.f64 t (.f64 t t))) (fma.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64))))
(/.f64 (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 3 binary64)) (.f64 t (.f64 t t))) (+.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) #s(literal 2 binary64)) (-.f64 (.f64 t t) (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) y) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64))))) t))))
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(fma.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (pow.f64 (/.f64 #s(literal 1 binary64) (*.f64 t t)) #s(literal 3 binary64)) #s(literal 0 binary64))
(fma.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (/.f64 #s(literal 1 binary64) (.f64 t (*.f64 t t))) #s(literal 0 binary64))
(fma.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(literal 3/2 binary64)) #s(literal 0 binary64))
(fma.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (pow.f64 (/.f64 t (.f64 t t)) #s(literal 3 binary64)) #s(literal 0 binary64))
(fma.f64 (pow.f64 t #s(literal 3/2 binary64)) (pow.f64 t #s(literal 3/2 binary64)) #s(literal 0 binary64))
(fma.f64 (pow.f64 #s(literal 1 binary64) #s(literal 3/2 binary64)) (.f64 t (.f64 t t)) #s(literal 0 binary64))
(fma.f64 (pow.f64 #s(literal -1 binary64) #s(literal 3/2 binary64)) (.f64 t (.f64 t t)) #s(literal 0 binary64))
(fma.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(literal 3 binary64)) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))) #s(literal 0 binary64))
(fma.f64 (pow.f64 (/.f64 t t) #s(literal 3 binary64)) (.f64 t (.f64 t t)) #s(literal 0 binary64))
(fma.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) #s(literal 3 binary64)) (.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))))) #s(literal 0 binary64))
(fma.f64 (pow.f64 (/.f64 #s(literal 1 binary64) t) #s(literal 3 binary64)) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))) #s(literal 0 binary64))
(neg.f64 (.f64 t (.f64 t t)))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))))
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(/.f64 #s(literal 1 binary64) (pow.f64 (/.f64 (/.f64 #s(literal 1 binary64) t) #s(literal 1 binary64)) #s(literal 3 binary64)))
(/.f64 #s(literal -1 binary64) (pow.f64 (/.f64 #s(literal 1 binary64) t) #s(literal 3 binary64)))
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(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t)))))
(/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))))
(/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))) #s(literal 0 binary64))))
(/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (neg.f64 (+.f64 #s(literal 0 binary64) (-.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))) #s(literal 0 binary64)))))
(/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (*.f64 t t)))
(/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))) (pow.f64 (-.f64 t #s(literal 0 binary64)) #s(literal 3 binary64)))
(/.f64 (.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))))) (pow.f64 (.f64 (.f64 t t) (.f64 t (*.f64 t t))) #s(literal 3 binary64)))
(/.f64 (pow.f64 t #s(literal 27 binary64)) (pow.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))) #s(literal 3 binary64)))
(/.f64 (pow.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t t)))) #s(literal 3 binary64)) (.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))))))
(/.f64 (pow.f64 (.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (/.f64 #s(literal 1 binary64) (.f64 t t))) #s(literal 3 binary64)) (.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))))
(/.f64 (pow.f64 (.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (/.f64 #s(literal 1 binary64) (.f64 t t))) #s(literal 3 binary64)) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))
(/.f64 (pow.f64 (/.f64 (.f64 t (.f64 t t)) t) #s(literal 3 binary64)) (.f64 t (.f64 t t)))
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(pow.f64 (.f64 t (.f64 t t)) #s(literal 1 binary64))
(pow.f64 (/.f64 #s(literal 1 binary64) t) #s(literal -3 binary64))
(pow.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t)))))) #s(literal -1 binary64))
(pow.f64 (pow.f64 t #s(literal 3/2 binary64)) #s(literal 2 binary64))
(pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) #s(literal -1 binary64))
(.f64 #s(literal 1 binary64) (.f64 t (*.f64 t t)))
(.f64 #s(literal -1 binary64) (.f64 t (*.f64 t t)))
(.f64 t (.f64 t t))
(.f64 (.f64 t t) t)
(.f64 (.f64 t (*.f64 t t)) #s(literal 1 binary64))
(.f64 (.f64 t (*.f64 t t)) #s(literal -1 binary64))
(.f64 (.f64 t (*.f64 t t)) (pow.f64 (/.f64 t t) #s(literal 3 binary64)))
(.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (/.f64 #s(literal 1 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))))
(.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t (.f64 t t)))) #s(literal 3/2 binary64)))
(.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(literal 3 binary64)))
(.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))))
(.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (pow.f64 (/.f64 #s(literal 1 binary64) (*.f64 t t)) #s(literal 3/2 binary64)))
(.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (pow.f64 (/.f64 t (*.f64 t t)) #s(literal 3 binary64)))
(*.f64 (pow.f64 t #s(literal 3/2 binary64)) (pow.f64 t #s(literal 3/2 binary64)))
(.f64 (pow.f64 #s(literal 1 binary64) #s(literal 3/2 binary64)) (.f64 t (*.f64 t t)))
(.f64 (pow.f64 #s(literal -1 binary64) #s(literal 3/2 binary64)) (.f64 t (*.f64 t t)))
(.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(literal 3 binary64)) (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))))
(.f64 (pow.f64 (/.f64 t t) #s(literal 3 binary64)) (.f64 t (*.f64 t t)))
(.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) #s(literal 3 binary64)) (.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))))))
(.f64 (pow.f64 (/.f64 #s(literal 1 binary64) t) #s(literal 3 binary64)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))))
(+.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)))
(+.f64 (.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) (.f64 (log1p.f64 (neg.f64 y)) z))
(+.f64 (.f64 z (log1p.f64 (neg.f64 y))) (.f64 #s(literal -1 binary64) (log1p.f64 (neg.f64 y))))
(+.f64 (.f64 #s(literal -1 binary64) (log1p.f64 (neg.f64 y))) (.f64 z (log1p.f64 (neg.f64 y))))
(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 #s(literal -1 binary64) (log1p.f64 (neg.f64 y))))
(fma.f64 #s(literal -1 binary64) (log1p.f64 (neg.f64 y)) (*.f64 z (log1p.f64 (neg.f64 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)))
(fma.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64) (*.f64 (log1p.f64 (neg.f64 y)) z))
(/.f64 (.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z (.f64 z z) #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) (fma.f64 z z z)))
(/.f64 (.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z (.f64 z z) #s(literal -1 binary64))) (fma.f64 z z (-.f64 #s(literal 1 binary64) (neg.f64 z))))
(/.f64 (.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z (.f64 z z) #s(literal -1 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 #s(literal 1 binary64) (.f64 z z))) (-.f64 #s(literal -1 binary64) z))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 #s(literal 1 binary64) (fma.f64 z z z)))
(/.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 z z (-.f64 #s(literal 1 binary64) (neg.f64 z))))
(/.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 z z)) (log1p.f64 (neg.f64 y))) (-.f64 #s(literal -1 binary64) z))
(/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (neg.f64 (.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z (.f64 z z) #s(literal -1 binary64)))) (neg.f64 (+.f64 #s(literal 1 binary64) (fma.f64 z z z))))
(/.f64 (neg.f64 (.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z (.f64 z z) #s(literal -1 binary64)))) (neg.f64 (fma.f64 z z (-.f64 #s(literal 1 binary64) (neg.f64 z)))))
(/.f64 (neg.f64 (.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z (.f64 z z) #s(literal -1 binary64)))) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (neg.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 #s(literal 1 binary64) (.f64 z z)))) (neg.f64 (-.f64 #s(literal -1 binary64) z)))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64)))) (neg.f64 (+.f64 #s(literal 1 binary64) z)))
(/.f64 (neg.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (+.f64 #s(literal 1 binary64) (fma.f64 z z z))))
(/.f64 (neg.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (fma.f64 z z (-.f64 #s(literal 1 binary64) (neg.f64 z)))))
(/.f64 (neg.f64 (.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (neg.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 z z)) (log1p.f64 (neg.f64 y)))) (neg.f64 (-.f64 #s(literal -1 binary64) z)))
(/.f64 (neg.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (+.f64 #s(literal 1 binary64) z)))
(*.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))
(*.f64 (log1p.f64 (neg.f64 y)) (+.f64 z #s(literal -1 binary64)))
(exp.f64 (*.f64 (log.f64 (+.f64 x #s(literal -1 binary64))) #s(literal -1 binary64)))
(neg.f64 (/.f64 #s(literal -1 binary64) (+.f64 x #s(literal -1 binary64))))
(/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))
(/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 #s(literal 1 binary64) (neg.f64 x))))
(/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (neg.f64 x)))
(/.f64 #s(literal -1 binary64) (neg.f64 (neg.f64 (+.f64 #s(literal 1 binary64) (neg.f64 x)))))
(pow.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -1 binary64))
(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))) #s(literal 1 binary64))
(pow.f64 (neg.f64 (+.f64 #s(literal 1 binary64) (neg.f64 x))) #s(literal -1 binary64))
(pow.f64 (pow.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -1/2 binary64)) #s(literal 2 binary64))
(pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (+.f64 x #s(literal -1 binary64))) #s(literal -1/2 binary64))
(pow.f64 (exp.f64 (log.f64 (+.f64 x #s(literal -1 binary64)))) #s(literal -1 binary64))
(*.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))))
(*.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (+.f64 x #s(literal -1 binary64))))
(*.f64 (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64))) #s(literal 1 binary64))
(*.f64 (pow.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -1/2 binary64)) (pow.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -1/2 binary64)))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (.f64 x x) #s(literal -1 binary64))) (fma.f64 x (+.f64 x #s(literal 1 binary64)) #s(literal 1 binary64)))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (.f64 x x) #s(literal -1 binary64))) (fma.f64 x x (-.f64 #s(literal 1 binary64) (neg.f64 x))))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (.f64 x x) #s(literal -1 binary64))) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (.f64 x x) #s(literal -1 binary64))) (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x)) #s(literal -1 binary64)))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (.f64 x x) #s(literal -1 binary64))) (pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (+.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))) #s(literal -1 binary64)))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (.f64 x x) #s(literal -1 binary64))) (pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x x (-.f64 #s(literal 1 binary64) (neg.f64 x)))) #s(literal -1 binary64)))
(.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (.f64 x x))) (-.f64 #s(literal -1 binary64) x))
(.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (.f64 x x))) (pow.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal -1 binary64) x)) #s(literal -1 binary64)))
(*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal -1 binary64))) (+.f64 x #s(literal 1 binary64)))
(*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal -1 binary64))) (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal 1 binary64))) #s(literal -1 binary64)))

eval251.0ms (1.4%)

Memory: 10.3MiB live, 555.6MiB allocated
Compiler: Compiled 40 100 to 3 115 computations (92.2% saved)

prune248.0ms (1.3%)

Memory

22.3MiB live, 545.4MiB allocated

Pruning

55 alts after pruning (52 fresh and 3 done)

	Pruned	Kept	Total
New	1 539	42	1 581
Fresh	12	10	22
Picked	3	2	5
Done	0	1	1
Total	1 554	55	1 609

Accuracy

100.0%

Counts

1 609 → 55

Alt Table

Click to see full alt table

Status	Accuracy	Program
	62.3%	(fma.f64 (.f64 (fma.f64 x (.f64 x x) #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x)) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	73.2%	(fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal 1 binary64))) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	21.1%	(pow.f64 (pow.f64 #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 x (log.f64 y))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	7.9%	(/.f64 (fma.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 t t)) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
	40.0%	(/.f64 (fma.f64 #s(literal 1 binary64) (-.f64 (pow.f64 (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) t) #s(literal 2 binary64)) (.f64 (log1p.f64 (neg.f64 y)) (.f64 (+.f64 z #s(literal -1 binary64)) t))) (.f64 (/.f64 #s(literal 1 binary64) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64)))) (fma.f64 t (.f64 t t) (pow.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))))) (.f64 (/.f64 #s(literal 1 binary64) (.f64 (log.f64 y) (+.f64 x #s(literal -1 binary64)))) (-.f64 (pow.f64 (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) t) #s(literal 2 binary64)) (.f64 (log1p.f64 (neg.f64 y)) (.f64 (+.f64 z #s(literal -1 binary64)) t)))))
	21.1%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 x (log.f64 y))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
✓	40.0%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))
	39.8%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))) (/.f64 (-.f64 (/.f64 #s(literal -1 binary64) (log.f64 y)) (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x)) (neg.f64 x))))
	35.4%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	99.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)))) t)
▶	61.4%	(-.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	61.4%	(-.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 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	91.1%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (+ x -1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t)
	73.3%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (+ x -1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶	99.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
	62.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (/.f64 (.f64 (fma.f64 x (*.f64 x x) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 x (+.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))))) t)
	73.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))))) t)
	61.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) #s(approx ( (log y) (+ -1 x)) (neg.f64 (log.f64 y))))) t)
✓	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	31.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) (*.f64 y y)) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))))) t)
▶	31.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))))) t)
	35.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 y (.f64 y (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)))))) t)
	86.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (neg.f64 (.f64 (neg.f64 z) (fma.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) (/.f64 (-.f64 (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) (*.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) z)))))) t)
	10.5%	(+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
	5.0%	(.f64 (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (fma.f64 t (+.f64 t #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))))
	7.9%	(.f64 (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 t t)) (/.f64 #s(literal 1 binary64) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))
	40.1%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 (log.f64 y) x))
	82.0%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (/.f64 (log.f64 y) t) #s(literal -1 binary64)))))
	82.0%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 t (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) t) (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) #s(literal -1 binary64)))))
▶	1.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
	1.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
	3.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t t)))) (.f64 t (.f64 t (*.f64 t t)))))
	4.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 t t))))
	0.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (neg.f64 (-.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) #s(literal 0 binary64))) (.f64 t (.f64 t (.f64 t t))))))
	6.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 t t)))))
	6.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (*.f64 t t)))
	0.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (/.f64 #s(literal 1 binary64) (.f64 t t))) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))
	0.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (neg.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))))
	0.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 (.f64 t t) (.f64 t (*.f64 t t)))))
	1.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (neg.f64 (.f64 (.f64 t t) (.f64 t (*.f64 t t))))))
	1.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 t (.f64 t t)) (*.f64 t t)))
	13.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 t t) (neg.f64 (-.f64 t #s(literal 0 binary64)))))
	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
	8.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (neg.f64 (/.f64 (.f64 t (.f64 t t)) t)) t))
	0.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (neg.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t t))))) (.f64 t (.f64 t (*.f64 t t)))))
	0.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (/.f64 #s(literal 1 binary64) (.f64 t t)))) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))
	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (/.f64 #s(literal 1 binary64) (.f64 t t)))) (.f64 t (*.f64 t t))))
	2.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) t)))
	87.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (-.f64 (.f64 t (/.f64 (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z))) t)) t))
	1.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) (.f64 t (.f64 t (.f64 t t)))))
	1.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (.f64 t (.f64 t t))))
	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) t) (.f64 t t)))
✓	35.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
▶	2.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) t)

Compiler

Compiled 2 584 to 1 331 computations (48.5% saved)

simplify286.0ms (1.5%)

Memory

4.8MiB live, 365.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(neg.f64 (log.f64 y))
✓	cost-diff	0	#s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))
✓	cost-diff	0	(-.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
✓	cost-diff	128	(+.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
✓	cost-diff	192	(+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))
✓	cost-diff	320	(*.f64 #s(literal 0 binary64) t)
✓	cost-diff	1664	(/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))))
✓	cost-diff	2304	(/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (*.f64 t t)))
✓	cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))))
✓	cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))))) t)
✓	cost-diff	64	(-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))
✓	cost-diff	832	(.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))
✓	cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) t)
✓	cost-diff	0	(-.f64 #s(literal 1 binary64) z)
✓	cost-diff	0	(fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))
✓	cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))
✓	cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)

Rules

11 008×	`lower-fma.f32`
10 996×	`lower-fma.f64`
3 656×	`lower-+.f32`
3 648×	`lower-+.f64`
2 108×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	66	580
0	102	514
1	216	500
2	577	496
3	1878	487
4	5392	479
0	8271	451

Stop Event

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

Calls

Call 1

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

localize410.0ms (2.2%)

Memory

-8.6MiB live, 514.1MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))
✓	accuracy	100.0%	(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
✓	accuracy	99.6%	#s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))
✓	accuracy	47.4%	#s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))
✓	accuracy	99.8%	(.f64 t (.f64 t t))
✓	accuracy	37.4%	(/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))))
✓	accuracy	21.9%	(/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (*.f64 t t)))
✓	accuracy	2.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
✓	accuracy	100.0%	(/.f64 (+.f64 #s(literal -1 binary64) z) y)
✓	accuracy	99.6%	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))))
✓	accuracy	48.2%	(.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))
✓	accuracy	16.1%	#s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))))
✓	accuracy	2.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) t)
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	100.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
✓	accuracy	99.7%	(*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))
✓	accuracy	99.5%	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))

Samples

222.0ms	183×	1	valid
73.0ms	65×	2	valid
3.0ms	8×	0	valid

Compiler

Compiled 398 to 56 computations (85.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 196.0ms

ival-mult: 61.0ms (31.1% of total)

ival-log: 41.0ms (20.9% of total)

adjust: 36.0ms (18.3% of total)

ival-add: 24.0ms (12.2% of total)

ival-sub: 14.0ms (7.1% of total)

ival-div: 9.0ms (4.6% of total)

const: 8.0ms (4.1% of total)

ival-neg: 2.0ms (1% of total)

exact: 1.0ms (0.5% of total)

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

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

series37.0ms (0.2%)

Memory

-5.2MiB live, 31.8MiB allocated

Counts

26 → 684

Calls

Call 1

Inputs
#<alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)>
#<alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))>
#<alt (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))>
#<alt (-.f64 #s(literal 1 binary64) z)>
#<alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) t)>
#<alt (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))>
#<alt (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))>
#<alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))))) t)>
#<alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y)))))>
#<alt (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (*.f64 t t)))>
#<alt (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))))>
#<alt (*.f64 #s(literal 0 binary64) t)>
#<alt (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))>
#<alt (+.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))>
#<alt (-.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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)>
#<alt #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))>
#<alt (neg.f64 (log.f64 y))>
#<alt (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))>
#<alt (log.f64 y)>
#<alt #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (+.f64 #s(literal -1 binary64) z) y))))>
#<alt (/.f64 (+.f64 #s(literal -1 binary64) z) y)>
#<alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))>
#<alt (.f64 t (.f64 t t))>
#<alt #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))>
#<alt (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))>
#<alt (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))>

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

Calls

171 calls:

Time	Variable		Point	Expression
15.0ms	t	@	-inf	(+ 0 (+ (* t t) (* 0 t)))
1.0ms	z	@	0	(* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y)))
1.0ms	z	@	-inf	(* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y)))
1.0ms	z	@	inf	(* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y)))
0.0ms	y	@	inf	(* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y)))

simplify700.0ms (3.8%)

Memory

2.7MiB live, 708.2MiB allocated

Algorithm

1×	egg-herbie

Rules

14 966×	`lower-fma.f64`
14 966×	`lower-fma.f32`
4 654×	`lower-+.f64`
4 654×	`lower-+.f32`
4 334×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	377	10617
1	1230	9950
2	4044	9277
0	8934	8580

Stop Event

1×	iter limit
1×	node limit

Counts

684 → 672

Calls

Call 1

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

rewrite550.0ms (3%)

Memory

25.8MiB live, 587.6MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 086×	`lower-/.f32`
4 080×	`lower-/.f64`
3 760×	`lower-fma.f32`
3 748×	`lower-fma.f64`
3 734×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	66	483
0	102	442
1	491	418
2	4473	410
0	9720	386

Stop Event

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

Counts

26 → 683

Calls

Call 1

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

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

eval201.0ms (1.1%)

Memory: 25.8MiB live, 395.0MiB allocated
Compiler: Compiled 38 512 to 2 767 computations (92.8% saved)

prune709.0ms (3.8%)

Memory

-39.2MiB live, 553.9MiB allocated

Pruning

67 alts after pruning (63 fresh and 4 done)

	Pruned	Kept	Total
New	1 412	28	1 440
Fresh	12	35	47
Picked	4	1	5
Done	0	3	3
Total	1 428	67	1 495

Accuracy

100.0%

Counts

1 495 → 67

Alt Table

Click to see full alt table

Status	Accuracy	Program
	61.4%	(fma.f64 (+.f64 z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (-.f64 #s(approx ( (- x 1) (log y)) (neg.f64 (log.f64 y))) t))
	62.3%	(fma.f64 (.f64 (fma.f64 x (.f64 x x) #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) (+.f64 (fma.f64 x x #s(literal 1 binary64)) x)) (fma.f64 (+.f64 z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	21.1%	(pow.f64 (pow.f64 #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 x (log.f64 y))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	7.9%	(/.f64 (fma.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 t t)) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
	21.1%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 x (log.f64 y))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
✓	40.0%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))) (*.f64 (log.f64 y) x))))
	39.8%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))) (/.f64 (-.f64 (/.f64 #s(literal -1 binary64) (log.f64 y)) (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x)) (neg.f64 x))))
	35.4%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	99.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (+.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)))) t)
	61.4%	(-.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 y (fma.f64 y (fma.f64 y #s(approx (+ (* y -1/4) -1/3) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	91.1%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (+ x -1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t)
	73.3%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (+ x -1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	73.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))))) t)
	81.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (*.f64 (log.f64 y) x)))) t)
	61.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) #s(approx ( (log y) (+ -1 x)) (neg.f64 (log.f64 y))))) t)
✓	43.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	91.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) y))) t)
	75.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (fma.f64 y (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) y) (neg.f64 z)) y))) t)
	44.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t)
	86.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (*.f64 (-.f64 y (/.f64 (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) y) z)) (neg.f64 z)))) t)
	86.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (*.f64 z (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) z) (-.f64 (/.f64 y z) y))))) t)
	31.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y (+.f64 #s(literal 1/2 binary64) (fma.f64 z #s(literal -1/2 binary64) (/.f64 (-.f64 #s(literal 1 binary64) z) y)))) y))) t)
	13.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (/.f64 (-.f64 (.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64))) (/.f64 (.f64 (+.f64 z #s(literal -1 binary64)) (+.f64 z #s(literal -1 binary64))) (*.f64 y y))) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)))))) t)
	25.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (fma.f64 z (.f64 z z) #s(literal -1 binary64)) (.f64 y (fma.f64 z (+.f64 #s(literal 1 binary64) z) #s(literal 1 binary64)))))))) t)
	27.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) (/.f64 (fma.f64 z z #s(literal -1 binary64)) (*.f64 y (+.f64 #s(literal 1 binary64) z))))))) t)
	21.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) (-.f64 (fma.f64 z #s(literal -1/2 binary64) #s(literal 1/2 binary64)) #s(approx (/ (+ -1 z) y) (fma.f64 z (/.f64 #s(literal -1 binary64) (*.f64 y z)) (/.f64 z y))))))) t)
	31.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) #s(approx (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y)) (/.f64 (-.f64 #s(literal 1 binary64) z) y))))) t)
	31.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) (.f64 (.f64 y y) #s(approx (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y)) (/.f64 (*.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) y))))) t)
	35.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (fma.f64 (*.f64 y y) #s(literal 1/2 binary64) y)))) t)
	44.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t)
	44.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 z (.f64 y (+.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) (/.f64 (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)) (neg.f64 z)))))))) t)
	10.5%	(+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
	5.0%	(.f64 (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (fma.f64 t (+.f64 t #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))))
	40.1%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 (log.f64 y) x))
	82.0%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (/.f64 (log.f64 y) t) #s(literal -1 binary64)))))
	82.0%	#s(approx (/ 1 (/ 1 (+ (* (+ x -1) (log y)) (+ (* (+ z -1) (log (+ 1 (neg y)))) (neg t))))) (*.f64 t (fma.f64 (log.f64 y) (/.f64 (+.f64 #s(literal -1 binary64) x) t) (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 (+.f64 #s(literal -1 binary64) z) t) #s(literal -1 binary64)))))
	87.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 t (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t) (neg.f64 t)))
	0.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (.f64 (.f64 t (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (.f64 t t)))))
	1.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (.f64 (.f64 t (.f64 t t)) (/.f64 #s(literal 1 binary64) t))))
	1.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (.f64 t t)))
	1.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (/.f64 #s(literal 1 binary64) (.f64 t (*.f64 t t)))))
	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (/.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) (.f64 t (.f64 t t)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
	3.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t t)))) (.f64 t (.f64 t (*.f64 t t)))))
	4.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 t t))))
	0.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (neg.f64 (-.f64 (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t)))) #s(literal 0 binary64))) (.f64 t (.f64 t (.f64 t t))))))
	6.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 t t)))))
	6.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (*.f64 t t)))
	0.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (/.f64 #s(literal 1 binary64) (.f64 t t))) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))
	0.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (neg.f64 (.f64 (.f64 t t) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))))
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	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
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	0.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (/.f64 #s(literal 1 binary64) (.f64 t t)))) (.f64 (.f64 t t) (.f64 t (.f64 t (*.f64 t t))))))
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	1.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (/.f64 (.f64 t (.f64 t t)) (neg.f64 (.f64 t (.f64 t (.f64 t t))))) (*.f64 t (neg.f64 t))))
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	1.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (.f64 t (.f64 t t))))
	2.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) t) (.f64 t t)))
	1.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (.f64 t (.f64 t t)) (/.f64 (.f64 t (.f64 t t)) (.f64 t (.f64 t (.f64 t (*.f64 t t)))))))
✓	35.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
✓	2.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) t)

Compiler

Compiled 3 572 to 1 142 computations (68% saved)

regimes385.0ms (2.1%)

Memory

-0.6MiB live, 562.9MiB allocated

Counts

107 → 1

Calls

Call 1

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

Calls

8 calls:

84.0ms	(+.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))))
66.0ms	t
60.0ms	x
47.0ms	(-.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)
32.0ms	z

Results

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

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes260.0ms (1.4%)

Memory

6.6MiB live, 315.2MiB allocated

Counts

82 → 1

Calls

Call 1

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

Calls

8 calls:

55.0ms	x
48.0ms	(-.f64 x #s(literal 1 binary64))
26.0ms	(-.f64 z #s(literal 1 binary64))
26.0ms	t
25.0ms	(+.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	`x`
99.7%	1	`y`
99.7%	1	`z`
99.7%	1	`t`
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	`(+.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 x #s(literal 1 binary64))`
99.7%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes199.0ms (1.1%)

Memory

-11.9MiB live, 429.5MiB allocated

Counts

79 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

26.0ms	(-.f64 z #s(literal 1 binary64))
25.0ms	(+.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))))
25.0ms	t
24.0ms	y
24.0ms	(-.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
99.7%	1	`x`
99.7%	1	`y`
99.7%	1	`z`
99.7%	1	`t`
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	`(+.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 x #s(literal 1 binary64))`
99.7%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes223.0ms (1.2%)

Memory

-2.1MiB live, 321.7MiB allocated

Counts

72 → 1

Calls

Call 1

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

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

Calls

8 calls:

49.0ms	(+.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))))
33.0ms	x
29.0ms	(-.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)
24.0ms	z
22.0ms	(-.f64 x #s(literal 1 binary64))

Results

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

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes174.0ms (0.9%)

Memory

-4.5MiB live, 231.0MiB allocated

Counts

68 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

27.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
25.0ms	z
20.0ms	x
19.0ms	(-.f64 x #s(literal 1 binary64))
19.0ms	(+.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
92.8%	2	`x`
91.2%	1	`y`
97.8%	3	`z`
91.2%	1	`t`
91.2%	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)`
91.2%	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))))`
92.8%	2	`(-.f64 x #s(literal 1 binary64))`
97.8%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes43.0ms (0.2%)

Memory

13.5MiB live, 88.5MiB allocated

Counts

67 → 2

Calls

Call 1

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

Outputs

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

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

Calls

2 calls:

21.0ms	z
17.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
93.8%	2	`z`
93.8%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 12 to 10 computations (16.7% saved)

regimes43.0ms (0.2%)

Memory

7.0MiB live, 87.1MiB allocated

Counts

66 → 2

Calls

Call 1

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

Outputs

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

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

Calls

2 calls:

22.0ms	z
17.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
93.7%	2	`z`
93.7%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 12 to 10 computations (16.7% saved)

regimes191.0ms (1%)

Memory

8.9MiB live, 261.3MiB allocated

Counts

64 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

40.0ms	(-.f64 z #s(literal 1 binary64))
27.0ms	(+.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))))
25.0ms	(-.f64 x #s(literal 1 binary64))
20.0ms	x
20.0ms	t

Results

Accuracy	Segments	Branch
73.3%	1	`t`
73.3%	1	`y`
79.6%	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)`
80.8%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
80.8%	3	`x`
80.8%	3	`(-.f64 x #s(literal 1 binary64))`
75.9%	2	`z`
75.9%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes408.0ms (2.2%)

Memory

-36.9MiB live, 241.5MiB allocated

Counts

61 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

120.0ms	y
118.0ms	z
52.0ms	x
18.0ms	(-.f64 x #s(literal 1 binary64))
18.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
64.6%	3	`t`
55.3%	5	`y`
51.2%	3	`z`
51.0%	3	`(-.f64 z #s(literal 1 binary64))`
53.7%	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)`
69.6%	3	`x`
69.2%	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))))`
69.6%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes323.0ms (1.7%)

Memory

1.9MiB live, 123.6MiB allocated

Counts

57 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

116.0ms	(-.f64 z #s(literal 1 binary64))
100.0ms	(-.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)
24.0ms	x
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))))
16.0ms	z

Results

Accuracy	Segments	Branch
44.0%	1	`(-.f64 z #s(literal 1 binary64))`
44.0%	1	`z`
44.0%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.0%	1	`y`
44.0%	1	`t`
44.0%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
44.0%	1	`x`
44.0%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes140.0ms (0.8%)

Memory

8.5MiB live, 48.1MiB allocated

Counts

13 → 1

Calls

Call 1

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

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

Calls

8 calls:

106.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	t
5.0ms	y
5.0ms	z

Results

Accuracy	Segments	Branch
44.0%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.0%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
44.0%	1	`x`
44.0%	1	`y`
44.0%	1	`t`
44.0%	1	`(-.f64 x #s(literal 1 binary64))`
44.0%	1	`z`
44.0%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes47.0ms (0.3%)

Memory

4.8MiB live, 44.1MiB allocated

Counts

4 → 1

Calls

Call 1

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

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

Calls

8 calls:

31.0ms	x
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	t
2.0ms	y

Results

Accuracy	Segments	Branch
43.8%	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))))`
43.8%	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)`
43.8%	1	`x`
43.8%	1	`y`
43.8%	1	`(-.f64 x #s(literal 1 binary64))`
43.8%	1	`t`
43.8%	1	`z`
43.8%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes32.0ms (0.2%)

Memory

-3.2MiB live, 35.5MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs

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

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

Outputs

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

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

Calls

8 calls:

18.0ms	t
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	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	x
2.0ms	z

Results

Accuracy	Segments	Branch
35.5%	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))))`
42.0%	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)`
42.7%	3	`t`
35.5%	1	`(-.f64 x #s(literal 1 binary64))`
35.5%	1	`x`
35.5%	1	`y`
38.0%	2	`z`
38.0%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes9.0ms (0%)

Memory

17.5MiB live, 17.5MiB allocated

Counts

2 → 1

Calls

Call 1

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

5 calls:

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

Results

Accuracy	Segments	Branch
35.5%	1	`y`
35.5%	1	`z`
35.5%	1	`(-.f64 z #s(literal 1 binary64))`
35.5%	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)`
35.5%	1	`t`

Compiler

Compiled 43 to 32 computations (25.6% saved)

regimes136.0ms (0.7%)

Memory

-30.5MiB live, 17.6MiB allocated

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) t)

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

Calls

8 calls:

126.0ms	(+.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	z
1.0ms	y
1.0ms	t

Results

Accuracy	Segments	Branch
2.3%	1	`x`
2.3%	1	`z`
2.3%	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)`
2.3%	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))))`
2.3%	1	`(-.f64 z #s(literal 1 binary64))`
2.3%	1	`(-.f64 x #s(literal 1 binary64))`
2.3%	1	`t`
2.3%	1	`y`

Compiler

Compiled 74 to 55 computations (25.7% saved)

bsearch1.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	3.896541474816799e+147	2.9091851727774815e+154
0.0ms	-2.5391919712790837e+138	-6.796742740626054e+135

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch0.0ms (0%)

Memory

0.2MiB live, 0.2MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	3.859150536079324e+244	3.059831180936207e+256

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch0.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	3.859150536079324e+244	3.059831180936207e+256

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	-0.999999966871152	-0.9996658589255111
0.0ms	-2.1611334284442313e+24	-897084674037591.1

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	7389498105555627000.0	3.297842578206615e+26
0.0ms	-2.1611334284442313e+24	-897084674037591.1

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch163.0ms (0.9%)

Memory

-3.5MiB live, 74.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
134.0ms	2.481959721108964e+60	1.840834814507514e+63
23.0ms	-1.9288397933246063e+34	-1.7976069420469996e+33

Samples

133.0ms	69×	1	valid
14.0ms	155×	0	valid

Compiler

Compiled 318 to 217 computations (31.8% saved)

Precisions

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

ival-log: 126.0ms (90% of total)

ival-sub: 5.0ms (3.6% of total)

ival-mult: 4.0ms (2.9% of total)

adjust: 2.0ms (1.4% of total)

ival-add: 1.0ms (0.7% of total)

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

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

exact: 0.0ms (0% of total)

simplify14.0ms (0.1%)

Memory

24.0MiB live, 24.0MiB allocated

Algorithm

1×	egg-herbie

Rules

48×	`+-commutative_binary64`
40×	`sub-neg_binary64`
34×	`*-commutative_binary64`
10×	`neg-sub0_binary64`
10×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	132	864
1	177	864
2	206	864
3	223	864
4	225	864

Stop Event

1×

saturated

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #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 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -2000000000000000065683124978409852157974025132719223391024626852517494013797575991088002631255454825367899009568644871157296981268422983680 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (.f64 (log.f64 y) x)))) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 5000000000000000244883632875752602897861135017653719443725211872950841317966923780806157646236382318965565323407551383810267164593312926085511380992 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (*.f64 (log.f64 y) x)))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 50000000000000002216397832979173719250214483304318128040098968915481738541309455929792089182585038346225505444281420986050205132811653363414864588844456074162727639905052485516551288455999908458318119026366376053636438477835715215872973713965056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 50000000000000002216397832979173719250214483304318128040098968915481738541309455929792089182585038346225505444281420986050205132811653363414864588844456074162727639905052485516551288455999908458318119026366376053636438477835715215872973713965056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1999999999999999966445568 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2251349453722511/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1999999999999999966445568 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 10000000000000000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
(if (<=.f64 t #s(literal -1999999999999999891150461974085632 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2649999999999999830194716219597152970996510042948158284103680 binary64)) (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) 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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #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 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #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 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #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 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 #s(literal -1 binary64) z) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (.f64 (+.f64 z #s(literal -1 binary64)) (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)))) t)
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -2000000000000000065683124978409852157974025132719223391024626852517494013797575991088002631255454825367899009568644871157296981268422983680 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (.f64 (log.f64 y) x)))) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 5000000000000000244883632875752602897861135017653719443725211872950841317966923780806157646236382318965565323407551383810267164593312926085511380992 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (*.f64 (log.f64 y) x)))) t)))
(if (<=.f64 (+.f64 z #s(literal -1 binary64)) #s(literal -2000000000000000065683124978409852157974025132719223391024626852517494013797575991088002631255454825367899009568644871157296981268422983680 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (.f64 x (log.f64 y))))) t) (if (<=.f64 (+.f64 z #s(literal -1 binary64)) #s(literal 5000000000000000244883632875752602897861135017653719443725211872950841317966923780806157646236382318965565323407551383810267164593312926085511380992 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (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)))) (fma.f64 y (-.f64 #s(literal 1 binary64) z) #s(approx (* (log y) (+ -1 x)) (*.f64 x (log.f64 y))))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 50000000000000002216397832979173719250214483304318128040098968915481738541309455929792089182585038346225505444281420986050205132811653363414864588844456074162727639905052485516551288455999908458318119026366376053636438477835715215872973713965056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t))
(if (<=.f64 (+.f64 z #s(literal -1 binary64)) #s(literal 50000000000000002216397832979173719250214483304318128040098968915481738541309455929792089182585038346225505444281420986050205132811653363414864588844456074162727639905052485516551288455999908458318119026366376053636438477835715215872973713965056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (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 (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 50000000000000002216397832979173719250214483304318128040098968915481738541309455929792089182585038346225505444281420986050205132811653363414864588844456074162727639905052485516551288455999908458318119026366376053636438477835715215872973713965056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t))
(if (<=.f64 (+.f64 z #s(literal -1 binary64)) #s(literal 50000000000000002216397832979173719250214483304318128040098968915481738541309455929792089182585038346225505444281420986050205132811653363414864588844456074162727639905052485516551288455999908458318119026366376053636438477835715215872973713965056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1999999999999999966445568 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2251349453722511/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -1999999999999999966445568 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -2251349453722511/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 z #s(literal -1 binary64)) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1999999999999999966445568 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 10000000000000000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 (+.f64 x #s(literal -1 binary64)) #s(literal -1999999999999999966445568 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 (+.f64 x #s(literal -1 binary64)) #s(literal 10000000000000000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 z #s(literal -1 binary64)) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 #s(literal -1 binary64) z) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (* (+ -1 z) (+ (* y -1/2) -1))) (* (log y) (+ -1 x))) #s(approx (* (* y y) (- (+ (* z -1/2) 1/2) (/ (+ -1 z) y))) (.f64 (+.f64 z #s(literal -1 binary64)) (.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* y (- 1 z)) (* (log y) (+ -1 x))) (-.f64 y (*.f64 y z)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(if (<=.f64 t #s(literal -1999999999999999891150461974085632 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2649999999999999830194716219597152970996510042948158284103680 binary64)) (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
(if (<=.f64 t #s(literal -1999999999999999891150461974085632 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2649999999999999830194716219597152970996510042948158284103680 binary64)) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) t)

soundness1.5s (8.3%)

Memory

-8.1MiB live, 1 259.7MiB allocated

Rules

17 812×	`lower-fma.f64`
17 812×	`lower-fma.f32`
14 966×	`lower-fma.f64`
14 966×	`lower-fma.f32`
8 214×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	384
0	94	344
1	452	325
2	3895	321
0	8440	290
0	50	332
0	85	316
1	404	316
2	3208	316
0	8311	310
0	628	13924
1	2002	13042
2	6853	12838
0	8150	11905
0	701	14623
1	2241	13706
2	7485	13514
0	8079	12541
0	377	10617
1	1230	9950
2	4044	9277
0	8934	8580
0	226	2458
1	700	2291
2	2121	2149
3	7355	2149
0	8590	1990

Stop Event

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

Compiler

Compiled 678 to 348 computations (48.7% saved)

preprocess104.0ms (0.6%)

Memory: 4.7MiB live, 163.0MiB allocated
Compiler: Compiled 686 to 182 computations (73.5% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze98.0ms (0.5%)

sample2.4s (12.8%)

preprocess377.0ms (2%)

explain585.0ms (3.2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify199.0ms (1.1%)

localize235.0ms (1.3%)

series150.0ms (0.8%)

simplify855.0ms (4.6%)

rewrite446.0ms (2.4%)

eval81.0ms (0.4%)

prune108.0ms (0.6%)

simplify380.0ms (2%)

localize338.0ms (1.8%)

series76.0ms (0.4%)

simplify373.0ms (2%)

rewrite532.0ms (2.9%)

eval352.0ms (1.9%)

prune528.0ms (2.8%)

simplify565.0ms (3%)

localize463.0ms (2.5%)

series47.0ms (0.3%)

simplify675.0ms (3.6%)

rewrite886.0ms (4.8%)

eval251.0ms (1.4%)

prune248.0ms (1.3%)

simplify286.0ms (1.5%)

localize410.0ms (2.2%)

series37.0ms (0.2%)

simplify700.0ms (3.8%)

rewrite550.0ms (3%)

eval201.0ms (1.1%)

prune709.0ms (3.8%)

regimes385.0ms (2.1%)

regimes260.0ms (1.4%)

regimes199.0ms (1.1%)

regimes223.0ms (1.2%)

regimes174.0ms (0.9%)

regimes43.0ms (0.2%)

regimes43.0ms (0.2%)

regimes191.0ms (1%)

regimes408.0ms (2.2%)

regimes323.0ms (1.7%)

regimes140.0ms (0.8%)

regimes47.0ms (0.3%)

regimes32.0ms (0.2%)

regimes9.0ms (0%)

regimes136.0ms (0.7%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch163.0ms (0.9%)

simplify14.0ms (0.1%)

soundness1.5s (8.3%)

preprocess104.0ms (0.6%)

end0.0ms (0%)

Profiling