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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze103.0ms (0.6%)

Memory

18.5MiB live, 137.8MiB 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)

sample3.1s (19%)

Memory

-63.4MiB live, 3 080.6MiB allocated

Samples

1.5s	6 155×	0	valid
1.2s	2 101×	1	valid
1.0ms	6×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 2.5s

ival-sub: 1.1s (46.2% of total)

ival-log: 969.0ms (39.5% of total)

ival-mult: 144.0ms (5.9% of total)

ival-add: 111.0ms (4.5% of total)

adjust: 78.0ms (3.2% of total)

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

exact: 5.0ms (0.2% of total)

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

Bogosity

explain873.0ms (5.3%)

Memory

-15.5MiB live, 425.7MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
254	-	1	(-1.2250959826031451e+197 0.015380626967414103 1.4514851351174003e-233 -5.504736042870352e+227)	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	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	-	0	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	0	-	`(log.f64 y)`
0	-	0	-	`t`
0	-	0	-	`#s(literal 1 binary64)`
0	-	0	-	`z`
0	-	0	-	`(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))`
0	-	0	-	`(-.f64 z #s(literal 1 binary64))`
0	-	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	-	0	-	`(-.f64 x #s(literal 1 binary64))`
0	-	0	-	`y`
0	-	0	-	`(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	253	2

Confusion

	Predicted +	Predicted -
+	36	0
-	217	3

Precision

0.1422924901185771

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	36	0	0
-	217	2	1

Precision?

0.1411764705882353

Recall?

1.0

Freqs

test

number	freq
0	3
1	253

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

288.0ms	344×	1	valid
135.0ms	134×	2	valid
4.0ms	34×	0	valid

Compiler

Compiled 157 to 46 computations (70.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 391.0ms

ival-sub: 147.0ms (37.6% of total)

adjust: 93.0ms (23.8% of total)

ival-log: 78.0ms (19.9% of total)

ival-add: 58.0ms (14.8% of total)

ival-mult: 15.0ms (3.8% of total)

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

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

exact: 0.0ms (0% of total)

preprocess190.0ms (1.2%)

Memory

8.6MiB live, 156.9MiB 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 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))

Compiler

Compiled 21 to 14 computations (33.3% saved)

eval0.0ms (0%)

Memory: 0.6MiB live, 0.6MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

2.1MiB live, 2.1MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	88.5%	(-.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)

simplify154.0ms (0.9%)

Memory

31.0MiB live, 106.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

localize164.0ms (1%)

Memory

-48.6MiB live, 295.1MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.015625	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.11328125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	57.81064201207495	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

68.0ms	172×	1	valid
62.0ms	67×	2	valid
22.0ms	17×	0	valid

Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 114.0ms

ival-log: 68.0ms (59.8% of total)

ival-sub: 23.0ms (20.2% of total)

adjust: 10.0ms (8.8% of total)

ival-mult: 9.0ms (7.9% of total)

ival-add: 2.0ms (1.8% of total)

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

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

exact: 0.0ms (0% of total)

series98.0ms (0.6%)

Memory

22.1MiB live, 257.9MiB allocated

Counts

5 → 144

Calls

Call 1

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

Outputs
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (taylor inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (taylor inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (taylor inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor -inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t))))) (taylor -inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t))))) (taylor -inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t))))) (taylor -inf t) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) (taylor 0 z) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) (taylor 0 z) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) (taylor 0 z) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
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#s(alt (* x (log y)) (taylor inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x)))) (taylor inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x)))) (taylor inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x)))) (taylor inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x))) (taylor inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x))) (taylor inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x))) (taylor inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ (log y) x)))) (taylor inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ (log y) x)))) (taylor inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ (log y) x)))) (taylor inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x))))) (taylor -inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x))))) (taylor -inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x))))) (taylor -inf x) (#s(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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
23.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
18.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
15.0ms	y	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
12.0ms	t	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
5.0ms	x	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))

simplify192.0ms (1.2%)

Memory

15.5MiB live, 241.2MiB 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	2467
1	700	2291
2	2128	2149
3	7406	2149
0	8633	1990

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

Calls

Call 1

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

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

rewrite320.0ms (2%)

Memory

-20.0MiB live, 307.1MiB allocated

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

eval81.0ms (0.5%)

Memory: 3.9MiB live, 157.4MiB allocated
Compiler: Compiled 21 670 to 1 753 computations (91.9% saved)

prune131.0ms (0.8%)

Memory

-23.9MiB live, 231.8MiB allocated

Pruning

14 alts after pruning (14 fresh and 0 done)

	Pruned	Kept	Total
New	615	14	629
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	616	14	630

Accuracy

100.0%

Counts

630 → 14

Alt Table

Click to see full alt table

Status	Accuracy	Program
	99.4%	(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))) (neg.f64 t))
▶	99.9%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	79.3%	(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 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	99.8%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
▶	67.9%	(-.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)
	88.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	99.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	49.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
▶	70.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	87.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
	12.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	33.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶	39.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 538 to 328 computations (39% saved)

simplify188.0ms (1.1%)

Memory

18.7MiB live, 204.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	64	(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff	128	(+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	1088	(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
cost-diff	0	(-.f64 #s(literal 1 binary64) z)
cost-diff	0	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) 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	(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
cost-diff	0	(log.f64 y)
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 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))

Rules

13 986×	`lower-fma.f32`
13 978×	`lower-fma.f64`
2 864×	`lower--.f32`
2 848×	`lower--.f64`
2 596×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	41	297
0	66	276
1	109	276
2	190	276
3	496	271
4	1368	271
5	3522	271
6	7213	271
0	8077	266

Stop Event

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

Calls

Call 1

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

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

localize313.0ms (1.9%)

Memory

17.7MiB live, 263.3MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.015625	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.08984375	(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
accuracy	13.300760967594272	(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
accuracy	57.81064201207495	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
accuracy	0.01171875	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy	0.11328125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
accuracy	0.24609375	(*.f64 x (log.f64 y))
accuracy	34.69066228102215	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y)))
accuracy	0	(neg.f64 t)
accuracy	38.88906041125803	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
accuracy	0.07421875	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))

Samples

189.0ms	172×	1	valid
91.0ms	67×	2	valid
4.0ms	17×	0	valid

Compiler

Compiled 277 to 34 computations (87.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 187.0ms

ival-log: 85.0ms (45.4% of total)

adjust: 44.0ms (23.5% of total)

ival-mult: 20.0ms (10.7% of total)

ival-sub: 15.0ms (8% of total)

ival-add: 14.0ms (7.5% of total)

ival-div: 3.0ms (1.6% of total)

ival-log1p: 2.0ms (1.1% of total)

ival-neg: 2.0ms (1.1% of total)

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

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

exact: 0.0ms (0% of total)

series512.0ms (3.1%)

Memory

1.3MiB live, 232.4MiB allocated

Counts

21 → 612

Calls

Call 1

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

Outputs
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* (log (- 1 y)) (- z 1)) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (patch (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (patch (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (patch (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (patch (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (patch (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (patch (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (patch (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (patch (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (patch (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (patch (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (patch (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (patch (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (+.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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x))))) (taylor -inf x) (#s(alt (+.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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x))))) (taylor -inf x) (#s(alt (+.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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x))))) (taylor -inf x) (#s(alt (+.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)))) (patch (+.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)))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x))))) (taylor -inf x) (#s(alt (-.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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x))))) (taylor -inf x) (#s(alt (-.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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x))))) (taylor -inf x) (#s(alt (-.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) (patch (-.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) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (log y)) (taylor -inf x) (#s(alt (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (patch (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2))))) (taylor -inf x) (#s(alt (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (patch (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2))))) (taylor -inf x) (#s(alt (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (patch (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2))))) (taylor -inf x) (#s(alt (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (patch (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
135.0ms	x	@	0	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (+ 1 (neg y))) (* (- x 1) (log y)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
90.0ms	y	@	0	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (+ 1 (neg y))) (* (- x 1) (log y)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
84.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (+ 1 (neg y))) (* (- x 1) (log y)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
21.0ms	t	@	0	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (+ 1 (neg y))) (* (- x 1) (log y)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))
9.0ms	x	@	-inf	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (+ 1 (neg y))) (* (- x 1) (log y)) (* (+ (* x x) -1) (log y)) (* (- z 1) (log (- 1 y))))

simplify427.0ms (2.6%)

Memory

-9.9MiB live, 238.2MiB allocated

Algorithm

1×	egg-herbie

Rules

14 896×	`lower-fma.f64`
14 896×	`lower-fma.f32`
4 732×	`lower-+.f64`
4 732×	`lower-+.f32`
4 358×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	406	10300
1	1306	9459
2	3940	9113
0	8196	8389

Stop Event

1×	iter limit
1×	node limit

Counts

612 → 610

Calls

Call 1

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

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

rewrite520.0ms (3.2%)

Memory

-13.4MiB live, 385.1MiB allocated

Rules

6 462×	`lower-*.f32`
6 454×	`lower-*.f64`
4 866×	`lower-/.f32`
4 864×	`lower-/.f64`
4 312×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	41	248
0	66	237
1	286	222
2	2477	222
0	10216	217

Stop Event

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

Counts

21 → 1 263

Calls

Call 1

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

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

eval370.0ms (2.3%)

Memory: 61.8MiB live, 388.3MiB allocated
Compiler: Compiled 83 685 to 3 626 computations (95.7% saved)

prune563.0ms (3.4%)

Memory

-26.3MiB live, 468.4MiB allocated

Pruning

20 alts after pruning (18 fresh and 2 done)

	Pruned	Kept	Total
New	1 956	16	1 972
Fresh	7	2	9
Picked	3	2	5
Done	0	0	0
Total	1 966	20	1 986

Accuracy

100.0%

Counts

1 986 → 20

Alt Table

Click to see full alt table

Status	Accuracy	Program
	99.4%	(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))) (neg.f64 t))
▶	99.8%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t))))
	99.5%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
	87.6%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	88.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	67.0%	(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
	68.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (.f64 (fma.f64 (.f64 x x) x #s(literal -1 binary64)) (log.f64 y)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))))) t)
	81.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)
▶	67.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
✓	70.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	87.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
	49.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
	87.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y) (-.f64 (/.f64 y z) y)) z))) t)
▶	87.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z))))) t)
▶	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
	12.9%	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
▶	33.3%	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
	7.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) t)) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	15.4%	#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)))
✓	39.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 706 to 412 computations (41.6% saved)

simplify233.0ms (1.4%)

Memory

-16.4MiB live, 224.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z))))) t)
cost-diff	832	(*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z)))
cost-diff	0	(-.f64 #s(literal 1 binary64) z)
cost-diff	0	(fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
cost-diff	0	(*.f64 (neg.f64 z) y)
cost-diff	0	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t)))
cost-diff	0	(log.f64 y)
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t))))

Rules

10 906×	`lower-fma.f32`
10 896×	`lower-fma.f64`
3 428×	`lower-+.f64`
3 428×	`lower-+.f32`
2 838×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	493
0	86	489
1	152	489
2	313	489
3	854	473
4	2789	465
5	7878	465
0	8423	449

Stop Event

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

Calls

Call 1

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

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

localize155.0ms (0.9%)

Memory

-1.8MiB live, 401.6MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.12890625	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y)
accuracy	0.25390625	(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z)
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z)))))
accuracy	7.683423207488786	(*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) z)))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
accuracy	0.01171875	(fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))))
accuracy	30.973261811138414	#s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))
accuracy	0	(log.f64 y)
accuracy	0.24609375	(*.f64 x (log.f64 y))
accuracy	42.632142605961924	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
accuracy	0	(neg.f64 z)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
accuracy	52.400945287170664	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
accuracy	0.0078125	(*.f64 (-.f64 z #s(literal 1 binary64)) y)
accuracy	0.01953125	(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t))
accuracy	0.07421875	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t))))
accuracy	0.1277397830663388	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t)))

Samples

66.0ms	79×	1	valid
56.0ms	177×	0	valid

Compiler

Compiled 321 to 47 computations (85.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 89.0ms

ival-mult: 25.0ms (28% of total)

ival-log: 21.0ms (23.5% of total)

ival-sub: 12.0ms (13.4% of total)

ival-add: 12.0ms (13.4% of total)

adjust: 8.0ms (8.9% of total)

ival-div: 5.0ms (5.6% of total)

ival-neg: 4.0ms (4.5% of total)

ival-log1p: 2.0ms (2.2% of total)

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

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

exact: 0.0ms (0% of total)

series153.0ms (0.9%)

Memory

19.2MiB live, 379.5MiB allocated

Counts

24 → 768

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
15.0ms	z	@	-inf	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (* (- z 1) y) (neg z) (* (- x 1) (log y)) (/ (+ (* (- x 1) (log y)) y) z) (+ (* (- x 1) (log y)) y))
13.0ms	z	@	inf	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (* (- z 1) y) (neg z) (* (- x 1) (log y)) (/ (+ (* (- x 1) (log y)) y) z) (+ (* (- x 1) (log y)) y))
12.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (* (- z 1) y) (neg z) (* (- x 1) (log y)) (/ (+ (* (- x 1) (log y)) y) z) (+ (* (- x 1) (log y)) y))
11.0ms	x	@	0	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (* (- z 1) y) (neg z) (* (- x 1) (log y)) (/ (+ (* (- x 1) (log y)) y) z) (+ (* (- x 1) (log y)) y))
11.0ms	y	@	inf	((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (* (- z 1) y) (neg z) (* (- x 1) (log y)) (/ (+ (* (- x 1) (log y)) y) z) (+ (* (- x 1) (log y)) y))

simplify188.0ms (1.1%)

Memory

-19.8MiB live, 333.6MiB allocated

Algorithm

1×	egg-herbie

Rules

13 176×	`lower-fma.f64`
13 176×	`lower-fma.f32`
5 164×	`lower-*.f64`
5 164×	`lower-*.f32`
2 950×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	449	12034
1	1481	11235
2	4730	10721
0	8285	9898

Stop Event

1×	iter limit
1×	node limit

Counts

768 → 764

Calls

Call 1

Inputs
(+ (* (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))))
(* (log (- 1 y)) (- z 1))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* (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))))
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(+ (* (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))))
(+ (* (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))))
(* y (* (- z 1) (- (* -1/2 y) 1)))
(+ (* -1 t) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 t) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 t) (* y (* (- z 1) (- (* -1/2 y) 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)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 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)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 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)
(* 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)
(* t (- (/ (* y (* (- z 1) (- (* -1/2 y) 1))) t) 1))
(* t (- (/ (* y (* (- z 1) (- (* -1/2 y) 1))) t) 1))
(* t (- (/ (* y (* (- z 1) (- (* -1/2 y) 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 t)
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
(* -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 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -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 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 t)
(* -1 (* t (+ 1 (* -1 (/ (* y (* (- z 1) (- (* -1/2 y) 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* y (* (- z 1) (- (* -1/2 y) 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* y (* (- z 1) (- (* -1/2 y) 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)
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(- (+ (* -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)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
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(- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) 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)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
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(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
1
(+ 1 (* -1 z))
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(+ y (* (log y) (- x 1)))
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(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
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(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(- (* -1 (* y (- (* -1/2 y) 1))) t)
(- (+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1)))) t)
(- (+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1)))) t)
(- (+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1)))) t)
(* -1 y)
(+ (* -1 y) (* y z))
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(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(/ (+ y (* (log y) (- x 1))) z)
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(/ (+ y (* (log y) (- x 1))) z)
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))) (/ t z)))
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (log (- 1 y)))
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(* 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))))
(* -1 (* y z))
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(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (log (- 1 y)))
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(* 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))))
(* -1 (* y z))
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(* -1 z)
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(* -1 (* y z))
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (log (- 1 y)))
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(* 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))))
(* -1 (* y z))
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(* z (- (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))) (/ t z)))
(* y z)
(* z (+ y (* -1 (/ y z))))
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(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(/ (+ y (* (log y) (- x 1))) z)
(/ (+ y (* (log y) (- x 1))) z)
(/ (+ y (* (log y) (- x 1))) z)
(/ (+ y (* (log y) (- x 1))) z)
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
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rewrite245.0ms (1.5%)

Memory

29.1MiB live, 394.1MiB allocated

Rules

6 836×	`lower-*.f32`
6 828×	`lower-*.f64`
6 130×	`lower-fma.f32`
6 120×	`lower-fma.f64`
3 642×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	438
0	86	434
1	385	428
2	3264	428
0	9621	406

Stop Event

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

Counts

24 → 340

Calls

Call 1

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

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

eval144.0ms (0.9%)

Memory: 13.8MiB live, 360.0MiB allocated
Compiler: Compiled 27 296 to 1 644 computations (94% saved)

prune156.0ms (0.9%)

Memory

-25.2MiB live, 310.0MiB allocated

Pruning

29 alts after pruning (25 fresh and 4 done)

	Pruned	Kept	Total
New	1 184	15	1 199
Fresh	3	10	13
Picked	3	2	5
Done	0	2	2
Total	1 190	29	1 219

Accuracy

100.0%

Counts

1 219 → 29

Alt Table

Click to see full alt table

Status	Accuracy	Program
	99.4%	(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))) (neg.f64 t))
▶	99.5%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
▶	87.6%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	61.7%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) #s(approx (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))))
	7.1%	(/.f64 (fma.f64 (.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 (.f64 t t) t)) (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	23.0%	(/.f64 (.f64 (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))
	7.1%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t))) (fma.f64 (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 (*.f64 t t) t))))
▶	22.9%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	88.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	67.0%	(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
	81.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)
	67.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
	56.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) #s(literal 1 binary64)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
✓	70.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
▶	49.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
	37.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
▶	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) t)
	87.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) (-.f64 y (/.f64 #s(literal 1 binary64) (/.f64 z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))))) t)
	87.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) (/.f64 #s(literal 1 binary64) z)))))) t)
	87.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y #s(approx (/ (+ ( (- x 1) (log y)) y) z) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y))))))) t)
	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y #s(approx (/ (+ ( (- x 1) (log y)) y) z) (*.f64 (/.f64 (log.f64 y) z) x)))))) t)
✓	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
	7.0%	(.f64 (fma.f64 (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 (.f64 t t) t)) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))))
	22.9%	(.f64 (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (/.f64 #s(literal 1 binary64) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
	12.9%	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
✓	33.3%	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
	7.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) t)) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	15.4%	#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)))
✓	39.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 305 to 617 computations (52.7% saved)

simplify148.0ms (0.9%)

Memory

4.0MiB live, 204.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) t)
cost-diff	832	(.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
cost-diff	0	(+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
cost-diff	1600	(/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
cost-diff	0	(fma.f64 (neg.f64 y) z y)
cost-diff	0	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(-.f64 x #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
cost-diff	128	(-.f64 (fma.f64 (neg.f64 y) z y) t)

Rules

9 512×	`lower-fma.f32`
9 506×	`lower-fma.f64`
2 424×	`lower--.f32`
2 412×	`lower--.f64`
2 248×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	842
0	76	908
1	128	694
2	233	690
3	635	686
4	2062	678
5	4104	678
6	7305	678
0	8167	628

Stop Event

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

Calls

Call 1

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

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

localize235.0ms (1.4%)

Memory

-9.6MiB live, 184.1MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.25390625	(/.f64 #s(approx (+ (* (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))))
accuracy	7.683423207488786	(.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))
accuracy	32.66506785308733	#s(approx (+ (* (- x 1) (log y)) y) (*.f64 x (log.f64 y)))
accuracy	0	(neg.f64 t)
accuracy	0	(log.f64 y)
accuracy	0.07421875	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
accuracy	21.195345320939218	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t))
accuracy	0.2265625	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
accuracy	29.704934243700947	(/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
accuracy	52.400945287170664	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
accuracy	0	(neg.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
accuracy	0.8025631108432459	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y)))
accuracy	52.05679529185316	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))
accuracy	0	(neg.f64 y)
accuracy	0	(log.f64 y)
accuracy	0.07421875	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
accuracy	0.552807260300343	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t))

Samples

64.0ms	180×	0	valid
54.0ms	76×	1	valid

Compiler

Compiled 471 to 39 computations (91.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 75.0ms

ival-log: 21.0ms (27.9% of total)

ival-mult: 17.0ms (22.6% of total)

ival-sub: 10.0ms (13.3% of total)

ival-add: 9.0ms (12% of total)

adjust: 7.0ms (9.3% of total)

ival-div: 6.0ms (8% of total)

ival-neg: 3.0ms (4% of total)

ival-log1p: 2.0ms (2.7% of total)

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

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

exact: 0.0ms (0% of total)

series239.0ms (1.5%)

Memory

-0.2MiB live, 196.5MiB allocated

Counts

24 → 828

Calls

Call 1

Inputs
#s(alt (-.f64 (fma.f64 (neg.f64 y) z y) t) (patch (-.f64 (fma.f64 (neg.f64 y) z y) t) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t))) #<representation binary64>) () ())
#s(alt (-.f64 x #s(literal 1 binary64)) (patch (-.f64 x #s(literal 1 binary64)) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
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Outputs
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z))))) t) (patch (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) t) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z))))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z))))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z))))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z))))) (patch #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z)))) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z)))) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z)))) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (.f64 x (log.f64 y))) z)))) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z)))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)) (patch #s(approx (+ ( (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) (patch #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ y (* -1 (log y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) (patch #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ y (* -1 (log y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) (patch #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ y (* -1 (log y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) (patch #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (/ (* x (log y)) z) (taylor -inf x) (#s(alt (/.f64 #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) z) (patch (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (+ (* -1 (/ (log y) z)) (/ y z)) x))))) (taylor -inf x) (#s(alt (/.f64 #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) z) (patch (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (+ (* -1 (/ (log y) z)) (/ y z)) x))))) (taylor -inf x) (#s(alt (/.f64 #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) z) (patch (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (+ (* -1 (/ (log y) z)) (/ y z)) x))))) (taylor -inf x) (#s(alt (/.f64 #s(approx (+ (* (- x 1) (log y)) y) (.f64 x (log.f64 y))) z) (patch (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
36.0ms	y	@	inf	((- (+ (* (neg y) z) y) t) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (neg y) z) y) (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/ 1 (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)))) (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg y) (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg t) (+ (* (- x 1) (log y)) y) (/ (+ (* (- x 1) (log y)) y) z))
33.0ms	t	@	-inf	((- (+ (* (neg y) z) y) t) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (neg y) z) y) (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/ 1 (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)))) (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg y) (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg t) (+ (* (- x 1) (log y)) y) (/ (+ (* (- x 1) (log y)) y) z))
21.0ms	z	@	inf	((- (+ (* (neg y) z) y) t) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (neg y) z) y) (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/ 1 (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)))) (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg y) (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg t) (+ (* (- x 1) (log y)) y) (/ (+ (* (- x 1) (log y)) y) z))
12.0ms	z	@	-inf	((- (+ (* (neg y) z) y) t) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (neg y) z) y) (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/ 1 (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)))) (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg y) (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg t) (+ (* (- x 1) (log y)) y) (/ (+ (* (- x 1) (log y)) y) z))
10.0ms	y	@	-inf	((- (+ (* (neg y) z) y) t) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (neg y) z) y) (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/ 1 (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)))) (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (* (neg z) (- y (/ (+ (* (- x 1) (log y)) y) z))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg y) (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg t) (+ (* (- x 1) (log y)) y) (/ (+ (* (- x 1) (log y)) y) z))

simplify341.0ms (2.1%)

Memory

24.6MiB live, 263.0MiB allocated

Algorithm

1×	egg-herbie

Rules

8 346×	`lower-fma.f64`
8 346×	`lower-fma.f32`
5 472×	`lower-*.f64`
5 472×	`lower-*.f32`
4 460×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	723	16468
1	2369	15326
0	8180	14121

Stop Event

1×	iter limit
1×	node limit

Counts

828 → 821

Calls

Call 1

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

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

rewrite282.0ms (1.7%)

Memory

11.2MiB live, 237.3MiB allocated

Rules

4 522×	`lower-/.f32`
4 516×	`lower-/.f64`
3 786×	`lower-*.f32`
3 778×	`lower-*.f64`
3 712×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	673
0	76	665
1	331	521
2	2676	521
0	8449	484

Stop Event

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

Counts

24 → 508

Calls

Call 1

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

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

eval364.0ms (2.2%)

Memory: 6.3MiB live, 279.4MiB allocated
Compiler: Compiled 50 185 to 2 848 computations (94.3% saved)

prune378.0ms (2.3%)

Memory

-44.1MiB live, 655.6MiB allocated

Pruning

49 alts after pruning (42 fresh and 7 done)

	Pruned	Kept	Total
New	1 678	29	1 707
Fresh	7	13	20
Picked	2	3	5
Done	0	4	4
Total	1 687	49	1 736

Accuracy

100.0%

Counts

1 736 → 49

Alt Table

Click to see full alt table

Status	Accuracy	Program
	99.4%	(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))) (neg.f64 t))
✓	87.6%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	61.3%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) #s(approx (- (+ (* (neg y) z) y) t) (*.f64 (neg.f64 z) y))))
	61.7%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) #s(approx (+ (* (* (- z 1) y) (+ (* -1/2 y) -1)) (neg t)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))))
	67.4%	(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
	56.1%	(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	7.1%	(/.f64 (fma.f64 (.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 (.f64 t t) t)) (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	22.9%	(/.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (/.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	23.0%	(/.f64 (.f64 (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))
	7.1%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t))) (fma.f64 (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 (*.f64 t t) t))))
	20.4%	(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 (.f64 (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	22.9%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 z) y y))) t) (.f64 (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	22.9%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 z) y y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	20.4%	(/.f64 #s(literal 1 binary64) (/.f64 (.f64 (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t))) (.f64 (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))))
	20.4%	(/.f64 #s(literal 1 binary64) (/.f64 (.f64 (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (/.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)))) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
	49.4%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
	7.1%	(/.f64 #s(literal 1 binary64) (.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 t t) t (.f64 (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))))) (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))))
	22.9%	(/.f64 #s(literal 1 binary64) (.f64 (/.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t))) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
	87.5%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/.f64 #s(literal 1 binary64) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
	33.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/.f64 #s(literal 1 binary64) (*.f64 x (log.f64 y)))))
	39.2%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t))) (/.f64 #s(literal -1 binary64) t)))
	88.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	67.0%	(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
	81.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)
	67.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
	56.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) #s(literal 1 binary64)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
✓	70.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	27.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 y y) y)) (+.f64 #s(literal 0 binary64) (fma.f64 y y (*.f64 #s(literal 0 binary64) y)))) z y))) t)
	47.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)) z y))) t)
✓	49.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
	23.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (/.f64 (fma.f64 (.f64 z y) (.f64 (.f64 z y) (.f64 z y)) (.f64 (.f64 y y) y)) (fma.f64 (.f64 z y) (.f64 z y) (.f64 y (-.f64 y (.f64 (neg.f64 z) y))))))) t)
	31.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 (*.f64 z z) z)) y) (+.f64 (fma.f64 z z z) #s(literal 1 binary64))))) t)
	37.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 z z)) y) (+.f64 #s(literal 1 binary64) z)))) t)
	23.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 z y) (.f64 z y) (.f64 y (-.f64 y (.f64 (neg.f64 z) y)))) (fma.f64 (.f64 z y) (.f64 (.f64 z y) (.f64 z y)) (.f64 (.f64 y y) y)))))) t)
	22.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (fma.f64 (.f64 z y) (.f64 (.f64 z y) (.f64 z y)) (.f64 (.f64 y y) y)) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 z y) (.f64 z y) (.f64 y (-.f64 y (*.f64 (neg.f64 z) y)))))))) t)
	45.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (.f64 (fma.f64 z (neg.f64 y) y) (fma.f64 (neg.f64 z) y (neg.f64 y))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 z) y (neg.f64 y)))))) t)
✓	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (/.f64 #s(approx (+ ( (- x 1) (log y)) y) (*.f64 x (log.f64 y))) z))))) t)
	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y (.f64 (/.f64 #s(literal 1 binary64) z) #s(approx (+ (* (- x 1) (log y)) y) (*.f64 (log.f64 y) x))))))) t)
	87.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) (-.f64 y #s(approx (/ (+ ( (- x 1) (log y)) y) z) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y))))))) t)
✓	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
	7.0%	(.f64 (fma.f64 (.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y)))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 (.f64 t t) t)) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) (.f64 t (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))))
	22.9%	(.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
	22.9%	(.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (.f64 (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)))
	49.4%	(.f64 (.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t)) (+.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t))
	12.9%	#s(approx (/ 1 (/ (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
✓	33.3%	#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
	7.8%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) t)) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	15.4%	#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)))
✓	39.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 2 868 to 831 computations (71% saved)

regimes381.0ms (2.3%)

Memory

24.9MiB live, 302.8MiB allocated

Counts

75 → 1

Calls

Call 1

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

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

Calls

8 calls:

153.0ms	(-.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)
46.0ms	x
46.0ms	(-.f64 z #s(literal 1 binary64))
41.0ms	(+.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))))
28.0ms	y

Results

Accuracy	Segments	Branch
99.9%	1	`x`
99.9%	1	`y`
99.9%	1	`z`
99.9%	1	`t`
99.9%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.9%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.9%	1	`(-.f64 x #s(literal 1 binary64))`
99.9%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes175.0ms (1.1%)

Memory

-1.2MiB live, 430.4MiB allocated

Counts

68 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

25.0ms	x
23.0ms	(-.f64 x #s(literal 1 binary64))
22.0ms	t
21.0ms	(-.f64 z #s(literal 1 binary64))
21.0ms	(+.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
99.8%	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)

regimes385.0ms (2.3%)

Memory

15.0MiB live, 329.8MiB allocated

Counts

59 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

166.0ms	x
93.0ms	t
32.0ms	z
23.0ms	(+.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))))
18.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
99.8%	1	`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)

regimes691.0ms (4.2%)

Memory

-8.6MiB live, 380.5MiB allocated

Counts

58 → 1

Calls

Call 1

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

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

Calls

8 calls:

161.0ms	(-.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)
154.0ms	(-.f64 x #s(literal 1 binary64))
154.0ms	(-.f64 z #s(literal 1 binary64))
18.0ms	t
18.0ms	x

Results

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

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes130.0ms (0.8%)

Memory

14.5MiB live, 348.1MiB allocated

Counts

52 → 1

Calls

Call 1

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

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

Calls

8 calls:

24.0ms	t
15.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
15.0ms	y
15.0ms	x
15.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

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

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes258.0ms (1.6%)

Memory

-5.0MiB live, 313.4MiB allocated

Counts

51 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

136.0ms	(+.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))))
26.0ms	x
19.0ms	(-.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)
16.0ms	t
15.0ms	z

Results

Accuracy	Segments	Branch
98.8%	3	`x`
92.3%	2	`y`
95.9%	3	`z`
98.3%	3	`t`
98.8%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.8%	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))))`
98.8%	3	`(-.f64 x #s(literal 1 binary64))`
95.9%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes65.0ms (0.4%)

Memory

-11.0MiB live, 145.9MiB allocated

Counts

50 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

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	(-.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)
16.0ms	x
14.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
98.8%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.8%	3	`x`
98.8%	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))))`
98.8%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 52 to 37 computations (28.8% saved)

regimes87.0ms (0.5%)

Memory

-6.2MiB live, 201.2MiB allocated

Counts

49 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

24.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
15.0ms	t
15.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
15.0ms	x
14.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
97.1%	3	`t`
94.6%	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)`
97.4%	3	`x`
96.1%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
97.4%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 57 to 41 computations (28.1% saved)

regimes35.0ms (0.2%)

Memory

1.8MiB live, 81.3MiB allocated

Counts

47 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

16.0ms	(-.f64 x #s(literal 1 binary64))
15.0ms	x

Results

Accuracy	Segments	Branch
97.3%	3	`x`
97.3%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 12 to 10 computations (16.7% saved)

regimes126.0ms (0.8%)

Memory

23.7MiB live, 293.6MiB allocated

Counts

46 → 2

Calls

Call 1

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

Outputs

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

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

Calls

8 calls:

18.0ms	y
18.0ms	t
17.0ms	z
15.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
14.0ms	x

Results

Accuracy	Segments	Branch
87.6%	1	`y`
87.6%	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)`
89.3%	2	`z`
89.3%	2	`(-.f64 z #s(literal 1 binary64))`
87.6%	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))))`
87.6%	1	`t`
87.6%	1	`x`
87.6%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes114.0ms (0.7%)

Memory

-38.7MiB live, 290.3MiB allocated

Counts

45 → 2

Calls

Call 1

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

Outputs

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

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

Calls

8 calls:

19.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	(+.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))))
13.0ms	y
13.0ms	x
13.0ms	z

Results

Accuracy	Segments	Branch
87.6%	1	`t`
87.6%	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))))`
87.6%	1	`(-.f64 x #s(literal 1 binary64))`
87.6%	1	`y`
87.6%	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)`
87.6%	1	`x`
89.2%	2	`z`
89.2%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes178.0ms (1.1%)

Memory

31.3MiB live, 189.1MiB allocated

Counts

42 → 4

Calls

Call 1

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

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

Calls

8 calls:

91.0ms	z
13.0ms	(+.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))))
13.0ms	y
12.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
12.0ms	x

Results

Accuracy	Segments	Branch
73.3%	3	`t`
88.6%	4	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
70.1%	1	`y`
86.9%	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)`
86.9%	3	`(-.f64 x #s(literal 1 binary64))`
86.9%	3	`x`
72.3%	2	`z`
72.3%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes65.0ms (0.4%)

Memory

6.2MiB live, 83.6MiB allocated

Counts

40 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

26.0ms	(-.f64 x #s(literal 1 binary64))
12.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
11.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	x

Results

Accuracy	Segments	Branch
76.5%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
79.3%	3	`(-.f64 x #s(literal 1 binary64))`
79.3%	3	`x`
78.0%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 52 to 37 computations (28.8% saved)

regimes117.0ms (0.7%)

Memory

-25.6MiB live, 216.4MiB allocated

Counts

39 → 3

Calls

Call 1

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

Outputs

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

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

Calls

8 calls:

27.0ms	y
14.0ms	x
14.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	t
12.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
49.6%	1	`y`
61.3%	3	`t`
49.6%	1	`z`
49.6%	1	`(-.f64 z #s(literal 1 binary64))`
49.6%	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)`
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))))`
70.3%	3	`x`
70.3%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes100.0ms (0.6%)

Memory

16.1MiB live, 94.7MiB allocated

Counts

34 → 1

Calls

Call 1

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

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

Calls

4 calls:

67.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
10.0ms	x
10.0ms	t
9.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
49.6%	1	`t`
49.6%	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))))`
49.6%	1	`x`
49.6%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 36 to 27 computations (25% saved)

regimes15.0ms (0.1%)

Memory

-7.3MiB live, 32.3MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs

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

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

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

Calls

8 calls:

4.0ms	(-.f64 z #s(literal 1 binary64))
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	t

Results

Accuracy	Segments	Branch
49.5%	1	`z`
49.5%	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))))`
49.5%	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)`
49.5%	1	`(-.f64 z #s(literal 1 binary64))`
49.5%	1	`y`
49.5%	1	`t`
49.5%	1	`(-.f64 x #s(literal 1 binary64))`
49.5%	1	`x`

Compiler

Compiled 74 to 55 computations (25.7% saved)

regimes14.0ms (0.1%)

Memory

-9.5MiB live, 31.1MiB 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) (neg.f64 t))

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

Calls

8 calls:

4.0ms	(-.f64 z #s(literal 1 binary64))
1.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms	t
1.0ms	z

Results

Accuracy	Segments	Branch
39.2%	1	`t`
39.2%	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))))`
39.2%	1	`(-.f64 z #s(literal 1 binary64))`
39.2%	1	`y`
39.2%	1	`z`
39.2%	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)`
39.2%	1	`(-.f64 x #s(literal 1 binary64))`
39.2%	1	`x`

Compiler

Compiled 74 to 55 computations (25.7% saved)

bsearch1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1481791.8289398514	512674141.80120146
0.0ms	-5.842009058853201e+24	-128587728463011.63

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1481791.8289398514	512674141.80120146
0.0ms	-5.842009058853201e+24	-128587728463011.63

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1481791.8289398514	512674141.80120146
0.0ms	-5.842009058853201e+24	-128587728463011.63

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1481791.8289398514	512674141.80120146
0.0ms	-5.842009058853201e+24	-128587728463011.63

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	-2.8302274918970356e+241	-1.0173616196121972e+236

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	-2.8302274918970356e+241	-1.0173616196121972e+236

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	49894339555120640.0	9.895695075677334e+26
0.0ms	161.57756058451704	179.06335503216928
0.0ms	-338425392505.18634	-273691.26510896237

Compiler

Compiled 24 to 21 computations (12.5% saved)

bsearch1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1481791.8289398514	512674141.80120146
0.0ms	-5.842009058853201e+24	-128587728463011.63

Compiler

Compiled 24 to 22 computations (8.3% saved)

bsearch1.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	3.137789514514449e+97	1.1272083243614269e+99
0.0ms	-5.309768011793817e+110	-2.003187010263786e+110

Compiler

Compiled 24 to 22 computations (8.3% saved)

simplify30.0ms (0.2%)

Memory

-13.5MiB live, 25.7MiB allocated

Algorithm

1×	egg-herbie

Rules

54×	`+-commutative_binary64`
52×	`sub-neg_binary64`
38×	`*-commutative_binary64`
22×	`neg-mul-1_binary64`
20×	`neg-sub0_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	135	1134
1	179	1134
2	221	1134
3	243	1134
4	252	1134
5	259	1134
6	263	1134

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 x (log.f64 y))))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2000000 binary64)) (fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ ( (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 x (log.f64 y))))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -20000000000000001019220591274005456279710505470622733232619203286613548419128326636838181727778134043521316213363512555228359822654904417182365028760483854715262087764856296628876189602931571523608705123012237845488278935519238250121771614208 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -20000000000000001019220591274005456279710505470622733232619203286613548419128326636838181727778134043521316213363512555228359822654904417182365028760483854715262087764856296628876189602931571523608705123012237845488278935519238250121771614208 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -200000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 170 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 y y) y)) (+.f64 #s(literal 0 binary64) (fma.f64 y y (.f64 #s(literal 0 binary64) y)))) z y))) t) (if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 50000000000000000 binary64)) (fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ ( (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 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 -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) 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 -499999999999999978409886320820907879202552238629189140897698107811441303810555744076971465473716161022374445056 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 49999999999999999884518512257185400348306273996201919460278431983048793274064838238955966239342592 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) 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 (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Outputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #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 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.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 (-.f64 #s(literal 1 binary64) z) y (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 x (log.f64 y))))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2000000 binary64)) (fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ ( (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 (log.f64 y) x)))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2000000 binary64)) (fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ ( (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (fma.f64 (neg.f64 y) z y) t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 (log.f64 y) x)))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 x (log.f64 y))))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 (log.f64 y) x)))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 (log.f64 y) x)))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -20000000000000001019220591274005456279710505470622733232619203286613548419128326636838181727778134043521316213363512555228359822654904417182365028760483854715262087764856296628876189602931571523608705123012237845488278935519238250121771614208 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -20000000000000001019220591274005456279710505470622733232619203286613548419128326636838181727778134043521316213363512555228359822654904417182365028760483854715262087764856296628876189602931571523608705123012237845488278935519238250121771614208 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -200000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 170 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 y y) y)) (+.f64 #s(literal 0 binary64) (fma.f64 y y (.f64 #s(literal 0 binary64) y)))) z y))) t) (if (<=.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 50000000000000000 binary64)) (fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ ( (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t))))
(if (<=.f64 (+.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal -200000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 (+.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 170 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (/.f64 (.f64 (.f64 (neg.f64 y) y) y) (fma.f64 y y (.f64 #s(literal 0 binary64) y))) z y))) t) (if (<=.f64 (+.f64 (.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 50000000000000000 binary64)) (fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ ( (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 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 -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) 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 -5000000000000000452984832 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 2000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) 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 -499999999999999978409886320820907879202552238629189140897698107811441303810555744076971465473716161022374445056 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 49999999999999999884518512257185400348306273996201919460278431983048793274064838238955966239342592 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t) #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 -499999999999999978409886320820907879202552238629189140897698107811441303810555744076971465473716161022374445056 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 49999999999999999884518512257185400348306273996201919460278431983048793274064838238955966239342592 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) 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 (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.8s (10.8%)

Memory

20.5MiB live, 1 144.3MiB allocated

Rules

17 812×	`lower-fma.f64`
17 812×	`lower-fma.f32`
14 896×	`lower-fma.f64`
14 896×	`lower-fma.f32`
13 176×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	723	16468
1	2369	15326
0	8180	14121
0	226	2467
1	700	2291
2	2128	2149
3	7406	2149
0	8633	1990
0	449	12034
1	1481	11235
2	4730	10721
0	8285	9898
0	53	673
0	76	665
1	331	521
2	2676	521
0	8449	484
0	406	10300
1	1306	9459
2	3940	9113
0	8196	8389
0	14	50
0	23	50
1	95	50
2	757	50
0	8471	44

Stop Event

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

Compiler

Compiled 1 190 to 547 computations (54% saved)

preprocess88.0ms (0.5%)

Memory: 13.6MiB live, 167.2MiB allocated
Compiler: Compiled 1 034 to 208 computations (79.9% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze103.0ms (0.6%)

sample3.1s (19%)

explain873.0ms (5.3%)

preprocess190.0ms (1.2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify154.0ms (0.9%)

localize164.0ms (1%)

series98.0ms (0.6%)

simplify192.0ms (1.2%)

rewrite320.0ms (2%)

eval81.0ms (0.5%)

prune131.0ms (0.8%)

simplify188.0ms (1.1%)

localize313.0ms (1.9%)

series512.0ms (3.1%)

simplify427.0ms (2.6%)

rewrite520.0ms (3.2%)

eval370.0ms (2.3%)

prune563.0ms (3.4%)

simplify233.0ms (1.4%)

localize155.0ms (0.9%)

series153.0ms (0.9%)

simplify188.0ms (1.1%)

rewrite245.0ms (1.5%)

eval144.0ms (0.9%)

prune156.0ms (0.9%)

simplify148.0ms (0.9%)

localize235.0ms (1.4%)

series239.0ms (1.5%)

simplify341.0ms (2.1%)

rewrite282.0ms (1.7%)

eval364.0ms (2.2%)

prune378.0ms (2.3%)

regimes381.0ms (2.3%)

regimes175.0ms (1.1%)

regimes385.0ms (2.3%)

regimes691.0ms (4.2%)

regimes130.0ms (0.8%)

regimes258.0ms (1.6%)

regimes65.0ms (0.4%)

regimes87.0ms (0.5%)

regimes35.0ms (0.2%)

regimes126.0ms (0.8%)

regimes114.0ms (0.7%)

regimes178.0ms (1.1%)

regimes65.0ms (0.4%)

regimes117.0ms (0.7%)

regimes100.0ms (0.6%)

regimes15.0ms (0.1%)

regimes14.0ms (0.1%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

simplify30.0ms (0.2%)

soundness1.8s (10.8%)

preprocess88.0ms (0.5%)

end0.0ms (0%)

Profiling