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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze117.0ms (0.7%)

Memory

-2.3MiB live, 157.7MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 19 to 16 computations (15.8% saved)

sample2.9s (18.3%)

Memory

7.8MiB live, 2 543.9MiB allocated

Samples

1.2s	2 103×	1	valid
932.0ms	6 153×	0	valid
0.0ms	4×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.8s

ival-log: 791.0ms (44.6% of total)

ival-sub: 647.0ms (36.5% of total)

ival-mult: 136.0ms (7.7% of total)

adjust: 130.0ms (7.3% of total)

ival-add: 52.0ms (2.9% of total)

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

exact: 6.0ms (0.3% of total)

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

Bogosity

explain524.0ms (3.3%)

Memory

-5.1MiB live, 473.0MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	252	0

Confusion

	Predicted +	Predicted -
+	26	0
-	226	4

Precision

0.10317460317460317

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	26	0	0
-	226	0	4

Precision?

0.10317460317460317

Recall?

1.0

Freqs

test

number	freq
0	4
1	252

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

159.0ms	352×	1	valid
99.0ms	126×	2	valid
4.0ms	34×	0	valid

Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 178.0ms

ival-log: 117.0ms (65.7% of total)

adjust: 21.0ms (11.8% of total)

ival-sub: 20.0ms (11.2% of total)

ival-mult: 14.0ms (7.9% of total)

ival-add: 5.0ms (2.8% of total)

ival-true: 1.0ms (0.6% of total)

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

exact: 0.0ms (0% of total)

preprocess210.0ms (1.3%)

Memory

22.8MiB live, 136.2MiB allocated

Algorithm

1×	egg-herbie

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 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	91.7%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify149.0ms (0.9%)

Memory

8.0MiB live, 127.0MiB 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))))

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

localize170.0ms (1.1%)

Memory

-45.2MiB live, 177.0MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.015625	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.01953125	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.12109375	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	57.91496973291239	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

77.0ms	176×	1	valid
34.0ms	63×	2	valid
2.0ms	17×	0	valid

Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 94.0ms

ival-log: 64.0ms (68% of total)

adjust: 11.0ms (11.7% of total)

ival-sub: 10.0ms (10.6% of total)

ival-mult: 7.0ms (7.4% of total)

ival-add: 3.0ms (3.2% of total)

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

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

exact: 0.0ms (0% of total)

series104.0ms (0.7%)

Memory

25.9MiB live, 226.1MiB 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>) () ())) ())
#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) (+ (* -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
24.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
17.0ms	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))))
10.0ms	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))))
9.0ms	z	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))

simplify187.0ms (1.2%)

Memory

13.7MiB live, 276.0MiB allocated

Algorithm

1×	egg-herbie

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)
(* -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)))))
(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)
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(* 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))) (/ 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)) (+ (* -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)
(* (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)
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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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(* -1 (* y (- z 1)))
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rewrite209.0ms (1.3%)

Memory

-15.9MiB live, 350.3MiB allocated

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
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eval84.0ms (0.5%)

Memory: 6.8MiB live, 198.1MiB allocated
Compiler: Compiled 21 050 to 1 850 computations (91.2% saved)

prune34.0ms (0.2%)

Memory

22.4MiB live, 100.5MiB allocated

Pruning

27 alts after pruning (27 fresh and 0 done)

	Pruned	Kept	Total
New	602	27	629
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	603	27	630

Accuracy

100.0%

Counts

630 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
	69.8%	(fma.f64 (fma.f64 (.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 (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 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (fma.f64 (.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 (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))) #s(literal -1 binary64))) (neg.f64 t))
	99.3%	(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)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
	76.0%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	73.7%	(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)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	76.1%	(fma.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	66.6%	(fma.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (*.f64 (pow.f64 (fma.f64 x x (-.f64 x #s(literal -1 binary64))) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
▶	99.8%	(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)))
	99.6%	(/.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)
	91.6%	(-.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)
	67.9%	(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	99.8%	(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64))))) t)
	99.7%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	99.6%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	99.5%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx ( (- z 1) (log (- 1 y))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	99.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))) t)
▶	62.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	90.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
	45.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
	74.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	84.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) 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)))
▶	99.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
▶	78.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.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))
	10.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	38.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶	37.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 108 to 806 computations (27.3% saved)

simplify200.0ms (1.3%)

Memory

-17.0MiB live, 268.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 (-.f64 z #s(literal 1 binary64)) t)
cost-diff	0	(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)))
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.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))
cost-diff	1600	(*.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)
cost-diff	0	(-.f64 z #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
cost-diff	0	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))
cost-diff	0	(-.f64 #s(literal 1 binary64) z)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
cost-diff	128	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 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)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	38	329
0	63	316
1	116	316
2	206	316
3	521	316
4	1430	314
5	3408	311
6	6272	311
0	8425	307

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

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

localize225.0ms (1.4%)

Memory

10.1MiB live, 292.8MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(/.f64 (-.f64 z #s(literal 1 binary64)) t)
accuracy	0.19140625	(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
accuracy	4.958967608585079	(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)))
accuracy	9.681090241421552	(*.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)
accuracy	0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
accuracy	0.03125	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))
accuracy	30.23093729376759	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y))))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
accuracy	0.1015625	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))
accuracy	0.46362356124447673	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
accuracy	0	(neg.f64 t)
accuracy	39.84464591501165	#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	0.015625	(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
accuracy	0.09375	(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

125.0ms	82×	1	valid
48.0ms	174×	0	valid

Compiler

Compiled 299 to 37 computations (87.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 145.0ms

ival-sub: 73.0ms (50.5% of total)

ival-log: 21.0ms (14.5% of total)

ival-mult: 17.0ms (11.8% of total)

adjust: 12.0ms (8.3% of total)

ival-add: 11.0ms (7.6% of total)

ival-div: 5.0ms (3.5% of total)

ival-neg: 4.0ms (2.8% of total)

ival-log1p: 2.0ms (1.4% of total)

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

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

exact: 0.0ms (0% of total)

series175.0ms (1.1%)

Memory

-5.6MiB live, 318.1MiB allocated

Counts

20 → 648

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

12 calls:

Time	Variable		Point	Expression
56.0ms	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) (neg t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- 1 z) (+ (* (- x 1) (log y)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (log (+ 1 (neg y))) (+ (* (/ (- x 1) t) (log y)) -1))
15.0ms	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) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- 1 z) (+ (* (- x 1) (log y)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (log (+ 1 (neg y))) (+ (* (/ (- x 1) t) (log y)) -1))
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) (neg t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- 1 z) (+ (* (- x 1) (log y)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (log (+ 1 (neg y))) (+ (* (/ (- x 1) t) (log y)) -1))
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) (neg t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- 1 z) (+ (* (- x 1) (log y)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (log (+ 1 (neg y))) (+ (* (/ (- x 1) t) (log y)) -1))
9.0ms	t	@	-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) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (- 1 z) (+ (* (- x 1) (log y)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (log (+ 1 (neg y))) (+ (* (/ (- x 1) t) (log y)) -1))

simplify325.0ms (2%)

Memory

7.6MiB live, 361.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	542	11157
1	1714	10490
2	5430	10195
0	8205	9343

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 644

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))))
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(+ (* -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)
(+ (* y (- 1 z)) (* (log y) (- x 1)))
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(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* (log y) (- x 1))
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(+ (* -1 t) (* (log y) (- x 1)))
(+ (* -1 t) (* (log y) (- x 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))))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
(/ (- z 1) t)
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(/ (- z 1) t)
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(/ (* (log y) (- x 1)) t)
(/ (+ (* -1 t) (* (log y) (- x 1))) t)
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(* -1 t)
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
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(* -1 t)
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(* -1 t)
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
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(* -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))
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(* -1 t)
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
-1
(- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
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(/ (- z 1) t)
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-1
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1
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-1
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(/ -1 t)
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z
(* z (- 1 (/ 1 z)))
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(*.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)))))
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(* x (log y))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))))
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(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (- (* -1 (/ (log y) t)) 1) x)))))
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rewrite236.0ms (1.5%)

Memory

-0.5MiB live, 324.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	38	266
0	63	258
1	301	258
2	2528	258
0	9597	256

Stop Event

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

Counts

20 → 853

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

Outputs
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eval966.0ms (6.1%)

Memory: -20.4MiB live, 485.0MiB allocated
Compiler: Compiled 60 637 to 4 747 computations (92.2% saved)

prune218.0ms (1.4%)

Memory

33.6MiB live, 196.0MiB allocated

Pruning

35 alts after pruning (34 fresh and 1 done)

	Pruned	Kept	Total
New	1 739	27	1 766
Fresh	15	7	22
Picked	4	1	5
Done	0	0	0
Total	1 758	35	1 793

Accuracy

100.0%

Counts

1 793 → 35

Alt Table

Click to see full alt table

Status	Accuracy	Program
	66.6%	(fma.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (*.f64 (pow.f64 (fma.f64 x x (-.f64 x #s(literal -1 binary64))) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	99.6%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
▶	99.7%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))))
	99.1%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (-.f64 #s(literal 1 binary64) z) 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)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
▶	90.2%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	99.6%	(/.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)))))
	91.6%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	99.8%	(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64))))) t)
	62.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	62.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	74.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	62.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y))))) t)
	62.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	54.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (+.f64 (log1p.f64 (neg.f64 y)) (log.f64 y))))) t)
	53.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (log.f64 y)))) t)
	75.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y) (neg.f64 t))))
	52.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 1 binary64) x) (.f64 (+.f64 #s(literal 0 binary64) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) (+.f64 #s(literal 1 binary64) x)))))
	62.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))))
	46.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 x (log.f64 y)))))
	45.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (neg.f64 t))))
	98.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
	18.1%	#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)))
	78.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
▶	77.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
	84.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (-.f64 (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) #s(literal 1 binary64))) t))
	25.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
	73.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)) t))
	10.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	38.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
✓	37.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	10.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (fma.f64 (neg.f64 y) z y)))
	90.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t)))
	55.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (-.f64 #s(literal 1 binary64) (+.f64 (/.f64 t y) z))) y)))
▶	10.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z)))

Compiler

Compiled 1 069 to 934 computations (12.6% saved)

simplify278.0ms (1.7%)

Memory

-30.6MiB live, 202.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
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 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))))
cost-diff	192	(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z))
cost-diff	0	(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
cost-diff	0	#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
cost-diff	0	(.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
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	(neg.f64 y)
cost-diff	0	(*.f64 (neg.f64 y) z)
cost-diff	0	#s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z))
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z)))
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 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64))))) t)
cost-diff	128	(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64)))))
cost-diff	1088	(/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	61	438
0	92	430
1	166	424
2	316	424
3	880	424
4	2880	420
5	5851	420
0	8232	405

Stop Event

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

Calls

Call 1

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

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

localize314.0ms (2%)

Memory

-3.8MiB live, 249.2MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
accuracy	0.0078125	(fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))
accuracy	0.09375	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))))
accuracy	0.3221416577895373	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t)))
accuracy	0.00390625	(/.f64 (-.f64 x #s(literal 1 binary64)) t)
accuracy	0.19140625	(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
accuracy	5.730554222851821	#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
accuracy	9.681090241421552	(.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
accuracy	0	(neg.f64 t)
accuracy	0	(log.f64 y)
accuracy	0.09375	(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	23.196529535300236	#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t))
accuracy	0	(*.f64 (neg.f64 y) z)
accuracy	0	(neg.f64 y)
accuracy	0.46362356124447673	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z)))
accuracy	57.431465244278854	#s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z))
accuracy	0.0078125	(/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64)))
accuracy	0.015625	(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64)))))
accuracy	0.12109375	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.16015625	(/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64))))

Samples

132.0ms	61×	1	valid
117.0ms	195×	0	valid

Compiler

Compiled 352 to 48 computations (86.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 220.0ms

ival-add: 67.0ms (30.4% of total)

ival-log: 63.0ms (28.6% of total)

adjust: 42.0ms (19.1% of total)

ival-mult: 22.0ms (10% of total)

ival-sub: 9.0ms (4.1% of total)

ival-div: 8.0ms (3.6% of total)

const: 4.0ms (1.8% of total)

ival-log1p: 2.0ms (0.9% of total)

ival-neg: 2.0ms (0.9% of total)

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

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

exact: 0.0ms (0% of total)

series155.0ms (1%)

Memory

21.8MiB live, 140.5MiB allocated

Counts

24 → 768

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
27.0ms	z	@	inf	((/ (log (+ 1 (neg y))) (/ 1 (- z 1))) (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (neg y) z) (neg y) (+ (* (- 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) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (/ (- x 1) t) (log y)) -1) (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (/ 1 (- z 1)) (neg t) (/ (- x 1) t) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (* (- z 1) (+ (* -1/3 y) -1/2)))
11.0ms	y	@	-inf	((/ (log (+ 1 (neg y))) (/ 1 (- z 1))) (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (neg y) z) (neg y) (+ (* (- 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) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (/ (- x 1) t) (log y)) -1) (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (/ 1 (- z 1)) (neg t) (/ (- x 1) t) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (* (- z 1) (+ (* -1/3 y) -1/2)))
9.0ms	y	@	inf	((/ (log (+ 1 (neg y))) (/ 1 (- z 1))) (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (neg y) z) (neg y) (+ (* (- 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) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (/ (- x 1) t) (log y)) -1) (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (/ 1 (- z 1)) (neg t) (/ (- x 1) t) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (* (- z 1) (+ (* -1/3 y) -1/2)))
8.0ms	y	@	0	((/ (log (+ 1 (neg y))) (/ 1 (- z 1))) (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (neg y) z) (neg y) (+ (* (- 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) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (/ (- x 1) t) (log y)) -1) (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (/ 1 (- z 1)) (neg t) (/ (- x 1) t) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (* (- z 1) (+ (* -1/3 y) -1/2)))
6.0ms	t	@	0	((/ (log (+ 1 (neg y))) (/ 1 (- z 1))) (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (* (- x 1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (neg y) z) (neg y) (+ (* (- 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) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (/ (- x 1) t) (log y)) -1) (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (/ 1 (- z 1)) (neg t) (/ (- x 1) t) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (* (- z 1) (+ (* -1/3 y) -1/2)))

simplify228.0ms (1.4%)

Memory

-14.4MiB live, 255.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	637	13029
1	2002	12304
2	6653	11957
0	8164	10909

Stop Event

1×	iter limit
1×	node limit

Counts

768 → 766

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

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

rewrite187.0ms (1.2%)

Memory

23.3MiB live, 252.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	61	380
0	92	372
1	400	366
2	3547	366
0	10112	357

Stop Event

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

Counts

24 → 363

Calls

Call 1

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

Outputs
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eval268.0ms (1.7%)

Memory: -14.4MiB live, 342.1MiB allocated
Compiler: Compiled 29 612 to 2 833 computations (90.4% saved)

prune130.0ms (0.8%)

Memory

-4.1MiB live, 222.9MiB allocated

Pruning

35 alts after pruning (32 fresh and 3 done)

	Pruned	Kept	Total
New	1 295	12	1 307
Fresh	9	20	29
Picked	3	2	5
Done	0	1	1
Total	1 307	35	1 342

Accuracy

100.0%

Counts

1 342 → 35

Alt Table

Click to see full alt table

Status	Accuracy	Program
	66.4%	(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (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)) (fma.f64 (fma.f64 #s(approx (* (- z 1) (+ (* -1/3 y) -1/2)) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z)) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))))
	99.1%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 t))))
	90.8%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 #s(approx (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) y (neg.f64 t))))
✓	90.2%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	62.3%	(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) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))))
▶	99.6%	(/.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)))))
	91.6%	(-.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)
	74.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (*.f64 x (log.f64 y))) t)
	62.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
▶	62.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y))))) t)
	62.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	54.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (+.f64 (log1p.f64 (neg.f64 y)) (log.f64 y))))) t)
	53.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (log.f64 y)))) t)
	10.3%	#s(approx (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	38.1%	#s(approx (- (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) t) (*.f64 x (log.f64 y)))
	52.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 1 binary64) x) (.f64 (+.f64 #s(literal 0 binary64) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) (+.f64 #s(literal 1 binary64) x)))))
	62.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))))
	46.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 x (log.f64 y)))))
	45.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (neg.f64 t))))
	98.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
	18.1%	#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)))
	78.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
	56.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 (.f64 #s(literal 1 binary64) t) (.f64 (/.f64 t x) #s(literal 1 binary64))) (*.f64 (/.f64 t x) t)) (log.f64 y) #s(literal -1 binary64))) t))
	61.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (/.f64 x t)) (log.f64 y) #s(literal -1 binary64))) t))
▶	71.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)) (log.f64 y) #s(literal -1 binary64))) t))
	84.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (-.f64 (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) #s(literal 1 binary64))) t))
	25.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
	73.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)) t))
✓	37.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
▶	90.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t)))
	55.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (-.f64 #s(literal 1 binary64) (+.f64 (/.f64 t y) z))) y)))
	8.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y)) z)))
▶	10.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
✓	10.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z)))

Compiler

Compiled 1 020 to 896 computations (12.2% saved)

simplify168.0ms (1.1%)

Memory

6.0MiB live, 196.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)) (log.f64 y) #s(literal -1 binary64))) t)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)) (log.f64 y) #s(literal -1 binary64))) t))
cost-diff	768	(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)
cost-diff	960	(-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t))
cost-diff	0	(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y)))
cost-diff	0	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y))))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y)))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y))))) t)
cost-diff	0	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y)
cost-diff	0	(-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t)
cost-diff	0	#s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t))
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t)))
cost-diff	0	(-.f64 #s(literal 1 binary64) z)
cost-diff	0	(*.f64 (-.f64 #s(literal 1 binary64) z) y)
cost-diff	0	#s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(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)))
cost-diff	128	(/.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))))
cost-diff	1280	(/.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)))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	68	615
0	105	596
1	188	596
2	364	596
3	949	556
4	2722	556
5	5501	555
0	8198	542

Stop Event

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

Calls

Call 1

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

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

localize255.0ms (1.6%)

Memory

-14.8MiB live, 464.7MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.2578125	(/.f64 (/.f64 #s(literal 1 binary64) x) t)
accuracy	5.730554222851821	#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)) (log.f64 y) #s(literal -1 binary64)))
accuracy	6.091717256513203	(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)
accuracy	9.681090241421552	(.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)) (log.f64 y) #s(literal -1 binary64))) t)
accuracy	0.0078125	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.03125	(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y)))
accuracy	0.6931057399179784	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y))))
accuracy	30.23093729376759	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (log.f64 y)))))
accuracy	0	(log.f64 y)
accuracy	0.1328125	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y)
accuracy	0.46362356124447673	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t)))
accuracy	5.682424330756144	#s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t))
accuracy	0	(-.f64 #s(literal 1 binary64) z)
accuracy	0.0078125	(*.f64 (-.f64 #s(literal 1 binary64) z) y)
accuracy	0.46362356124447673	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
accuracy	57.14106439333064	#s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
accuracy	0.01171875	(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)))
accuracy	0.1015625	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
accuracy	0.23828125	(/.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)))))
accuracy	0.323139729149581	(/.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))))

Samples

108.0ms	82×	1	valid
92.0ms	174×	0	valid

Compiler

Compiled 402 to 53 computations (86.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 157.0ms

ival-neg: 44.0ms (28% of total)

ival-mult: 35.0ms (22.2% of total)

ival-log: 26.0ms (16.5% of total)

ival-add: 15.0ms (9.5% of total)

ival-div: 14.0ms (8.9% of total)

adjust: 11.0ms (7% of total)

ival-sub: 10.0ms (6.4% of total)

ival-log1p: 2.0ms (1.3% of total)

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

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

exact: 0.0ms (0% of total)

series227.0ms (1.4%)

Memory

27.9MiB live, 305.6MiB allocated

Counts

25 → 864

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
31.0ms	y	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (- 1 z) y) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) y) t) (+ (* (- x 1) (log y)) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (- (/ 1 t) (/ (/ 1 x) t)) (* (- (/ 1 t) (/ (/ 1 x) t)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (log y) (- x 1)) (neg t)) (log y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (/ 1 x) t))
30.0ms	y	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (- 1 z) y) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) y) t) (+ (* (- x 1) (log y)) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (- (/ 1 t) (/ (/ 1 x) t)) (* (- (/ 1 t) (/ (/ 1 x) t)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (log y) (- x 1)) (neg t)) (log y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (/ 1 x) t))
25.0ms	z	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (- 1 z) y) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) y) t) (+ (* (- x 1) (log y)) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (- (/ 1 t) (/ (/ 1 x) t)) (* (- (/ 1 t) (/ (/ 1 x) t)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (log y) (- x 1)) (neg t)) (log y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (/ 1 x) t))
13.0ms	y	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (- 1 z) y) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) y) t) (+ (* (- x 1) (log y)) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (- (/ 1 t) (/ (/ 1 x) t)) (* (- (/ 1 t) (/ (/ 1 x) t)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (log y) (- x 1)) (neg t)) (log y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (/ 1 x) t))
9.0ms	x	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (* (- 1 z) y) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (- (+ (* (- x 1) (log y)) y) t) (+ (* (- x 1) (log y)) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (- (/ 1 t) (/ (/ 1 x) t)) (* (- (/ 1 t) (/ (/ 1 x) t)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (log y) (- x 1)) (neg t)) (log y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (/ 1 x) t))

simplify238.0ms (1.5%)

Memory

-17.7MiB live, 413.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	939	17526
1	3014	16444
0	8118	15213

Stop Event

1×	iter limit
1×	node limit

Counts

864 → 859

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

rewrite314.0ms (2%)

Memory

48.9MiB live, 465.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	68	519
0	105	490
1	477	490
2	3928	490
0	9224	478

Stop Event

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

Counts

25 → 704

Calls

Call 1

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

Outputs
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eval365.0ms (2.3%)

Memory: -19.2MiB live, 550.9MiB allocated
Compiler: Compiled 41 612 to 4 641 computations (88.8% saved)

prune107.0ms (0.7%)

Memory

-8.4MiB live, 282.1MiB allocated

Pruning

41 alts after pruning (37 fresh and 4 done)

	Pruned	Kept	Total
New	1 593	15	1 608
Fresh	5	22	27
Picked	4	1	5
Done	0	3	3
Total	1 602	41	1 643

Accuracy

100.0%

Counts

1 643 → 41

Alt Table

Click to see full alt table

Status	Accuracy	Program
	66.4%	(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (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)) (fma.f64 (fma.f64 #s(approx (* (- z 1) (+ (* -1/3 y) -1/2)) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z)) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))))
	99.1%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 t))))
	90.8%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 #s(approx (+ (* (* (- z 1) (+ (* -1/3 y) -1/2)) y) (- 1 z)) (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y))) y (neg.f64 t))))
✓	90.2%	(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
	62.3%	(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) (+ (* -1/3 y) -1/2)) y) (- 1 z)) y) (neg t)) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))))
	38.1%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
	37.8%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (fma.f64 (/.f64 (-.f64 (+.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (/.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) x) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y))) (neg.f64 x))))
	37.7%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	91.6%	(-.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)
	74.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (/ (log (+ 1 (neg y))) (/ 1 (- z 1)))) (*.f64 x (log.f64 y))) t)
	62.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	62.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (log.f64 y))))) t)
	54.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (+.f64 (log1p.f64 (neg.f64 y)) (log.f64 y))))) t)
	53.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (log.f64 y)))) t)
	32.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)) (.f64 y y))))) t)
	45.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))) t)
	54.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (neg (log y))) (neg.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y (log.f64 y)))))) t)
	38.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 x (log.f64 y)))
	52.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 1 binary64) x) (.f64 (+.f64 #s(literal 0 binary64) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) (+.f64 #s(literal 1 binary64) x)))))
	62.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))))
	46.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 x (log.f64 y)))))
	45.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (neg.f64 t))))
	98.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
	18.1%	#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)))
	78.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
	56.3%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 (.f64 #s(literal 1 binary64) t) (.f64 (/.f64 t x) #s(literal 1 binary64))) (*.f64 (/.f64 t x) t)) (log.f64 y) #s(literal -1 binary64))) t))
	61.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (/.f64 x t)) (log.f64 y) #s(literal -1 binary64))) t))
	61.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 #s(approx (/ (- x 1) t) (*.f64 #s(approx (- (/ 1 t) (/ (/ 1 x) t)) (/.f64 #s(literal 1 binary64) t)) x)) (log.f64 y) #s(literal -1 binary64))) t))
	25.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
	73.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)) t))
✓	37.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	4.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))
	54.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) y) (-.f64 y (log.f64 y))) t)))
	64.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) y) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) #s(literal 1 binary64)) y)) t)))
	8.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y)) z)))
	4.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (.f64 (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 z #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (.f64 z z)))) y)))
✓	10.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
✓	10.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 (neg.f64 y) z)))
	3.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) y)))
	53.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) #s(approx (- (+ (* (- x 1) (log y)) y) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))))

Compiler

Compiled 1 966 to 922 computations (53.1% saved)

regimes557.0ms (3.5%)

Memory

3.9MiB live, 528.4MiB allocated

Counts

82 → 1

Calls

Call 1

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

170.0ms	t
154.0ms	(-.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)
71.0ms	(-.f64 x #s(literal 1 binary64))
40.0ms	y
33.0ms	z

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes194.0ms (1.2%)

Memory

-19.6MiB live, 292.3MiB allocated

Counts

65 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

35.0ms	(+.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))))
30.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
24.0ms	y
22.0ms	z
21.0ms	t

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes155.0ms (1%)

Memory

32.1MiB live, 225.5MiB allocated

Counts

58 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

22.0ms	t
21.0ms	x
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))))
21.0ms	z
20.0ms	(-.f64 x #s(literal 1 binary64))

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes157.0ms (1%)

Memory

6.7MiB live, 201.8MiB allocated

Counts

56 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

28.0ms	(+.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))))
20.0ms	(-.f64 z #s(literal 1 binary64))
20.0ms	y
20.0ms	t
19.0ms	z

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes144.0ms (0.9%)

Memory

1.1MiB live, 206.4MiB allocated

Counts

55 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

22.0ms	(+.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))))
21.0ms	(-.f64 z #s(literal 1 binary64))
18.0ms	t
18.0ms	y
17.0ms	z

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes133.0ms (0.8%)

Memory

-11.0MiB live, 222.6MiB allocated

Counts

53 → 1

Calls

Call 1

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

Calls

8 calls:

18.0ms	t
18.0ms	z
18.0ms	(+.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 z #s(literal 1 binary64))
16.0ms	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 42 to 55 computations (-31% saved)

regimes115.0ms (0.7%)

Memory

-18.5MiB live, 185.4MiB allocated

Counts

47 → 1

Calls

Call 1

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

17.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
14.0ms	t
14.0ms	y
13.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	z

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 42 to 55 computations (-31% saved)

regimes103.0ms (0.6%)

Memory

34.8MiB live, 151.1MiB allocated

Counts

43 → 1

Calls

Call 1

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

Calls

8 calls:

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))))
14.0ms	t
13.0ms	y
12.0ms	z
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)

Results

Accuracy	Segments	Branch
99.1%	1	`x`
99.1%	1	`y`
99.1%	1	`z`
99.1%	1	`t`
99.1%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.1%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.1%	1	`(-.f64 x #s(literal 1 binary64))`
99.1%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes93.0ms (0.6%)

Memory

-13.2MiB live, 139.7MiB allocated

Counts

34 → 1

Calls

Call 1

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

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

Calls

8 calls:

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))))
14.0ms	z
12.0ms	x
10.0ms	(-.f64 z #s(literal 1 binary64))
10.0ms	(-.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
99.1%	1	`x`
99.1%	1	`y`
99.1%	1	`z`
99.1%	1	`t`
99.1%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.1%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.1%	1	`(-.f64 x #s(literal 1 binary64))`
99.1%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes261.0ms (1.6%)

Memory

3.8MiB live, 122.8MiB allocated

Counts

33 → 1

Calls

Call 1

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

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

Calls

8 calls:

184.0ms	t
16.0ms	x
10.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
10.0ms	z
10.0ms	(-.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
98.7%	1	`x`
98.7%	1	`y`
98.7%	1	`z`
98.7%	1	`t`
98.7%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.7%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
98.7%	1	`(-.f64 x #s(literal 1 binary64))`
98.7%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes388.0ms (2.4%)

Memory

-164.9MiB live, 123.1MiB allocated

Counts

32 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

300.0ms	y
28.0ms	(-.f64 x #s(literal 1 binary64))
11.0ms	t
10.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
10.0ms	(-.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
96.6%	3	`x`
90.6%	1	`y`
92.5%	2	`z`
97.2%	3	`t`
94.9%	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)`
95.5%	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))))`
96.6%	3	`(-.f64 x #s(literal 1 binary64))`
92.5%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes156.0ms (1%)

Memory

-18.8MiB live, 25.2MiB allocated

Counts

30 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

3 calls:

9.0ms	t
9.0ms	x
8.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
96.6%	3	`x`
96.6%	3	`(-.f64 x #s(literal 1 binary64))`
90.6%	1	`t`

Compiler

Compiled 5 to 14 computations (-180% saved)

regimes96.0ms (0.6%)

Memory

15.5MiB live, 89.3MiB allocated

Counts

28 → 2

Calls

Call 1

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

Outputs

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

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

Calls

6 calls:

49.0ms	z
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))))
9.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	x
8.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
92.5%	2	`z`
92.5%	2	`(-.f64 z #s(literal 1 binary64))`
90.6%	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)`
90.6%	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))))`
90.6%	1	`x`
90.6%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 40 to 47 computations (-17.5% saved)

regimes18.0ms (0.1%)

Memory

14.5MiB live, 14.5MiB allocated

Counts

27 → 1

Calls

Call 1

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

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

Calls

2 calls:

8.0ms	z
7.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
90.6%	1	`z`
90.6%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 4 to 10 computations (-150% saved)

regimes79.0ms (0.5%)

Memory

10.8MiB live, 92.8MiB allocated

Counts

26 → 1

Calls

Call 1

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

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
90.2%	1	`y`
90.2%	1	`x`
90.2%	1	`t`
90.2%	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)`
90.2%	1	`(-.f64 x #s(literal 1 binary64))`
90.2%	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))))`
90.2%	1	`z`
90.2%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes75.0ms (0.5%)

Memory

-33.4MiB live, 84.9MiB allocated

Counts

24 → 3

Calls

Call 1

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

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

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

Calls

8 calls:

16.0ms	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)
8.0ms	t
8.0ms	(+.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))))
7.0ms	z

Results

Accuracy	Segments	Branch
74.0%	1	`y`
89.9%	3	`x`
89.5%	3	`t`
89.7%	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)`
89.9%	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))))`
89.9%	3	`(-.f64 x #s(literal 1 binary64))`
77.2%	3	`z`
74.0%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes36.0ms (0.2%)

Memory

29.5MiB live, 66.3MiB allocated

Counts

20 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
63.9%	3	`t`
64.2%	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)`
80.5%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
80.1%	3	`(-.f64 x #s(literal 1 binary64))`
80.1%	3	`x`

Compiler

Compiled 37 to 41 computations (-10.8% saved)

regimes20.0ms (0.1%)

Memory

3.8MiB live, 40.4MiB allocated

Counts

17 → 3

Calls

Call 1

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

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

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

Calls

3 calls:

8.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	x
5.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
79.7%	3	`x`
79.7%	3	`(-.f64 x #s(literal 1 binary64))`
80.1%	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))))`

Compiler

Compiled 19 to 23 computations (-21.1% saved)

regimes41.0ms (0.3%)

Memory

-4.3MiB live, 75.7MiB allocated

Counts

16 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

11.0ms	z
8.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	y
5.0ms	x
5.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
50.9%	3	`y`
48.8%	3	`(-.f64 z #s(literal 1 binary64))`
52.1%	5	`z`
70.8%	3	`x`
70.8%	3	`(-.f64 x #s(literal 1 binary64))`
70.3%	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 24 to 37 computations (-54.2% saved)

regimes44.0ms (0.3%)

Memory

-9.1MiB live, 101.8MiB allocated

Counts

13 → 1

Calls

Call 1

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

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

Calls

8 calls:

8.0ms	y
7.0ms	(-.f64 x #s(literal 1 binary64))
5.0ms	(-.f64 z #s(literal 1 binary64))
5.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
45.6%	1	`(-.f64 z #s(literal 1 binary64))`
45.6%	1	`z`
45.6%	1	`y`
45.6%	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)`
45.6%	1	`t`
45.6%	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))))`
45.6%	1	`(-.f64 x #s(literal 1 binary64))`
45.6%	1	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes70.0ms (0.4%)

Memory

-18.5MiB live, 34.6MiB allocated

Counts

5 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

52.0ms	x
3.0ms	t
3.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
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	y

Results

Accuracy	Segments	Branch
37.7%	1	`x`
39.6%	2	`z`
41.8%	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)`
37.7%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
37.7%	1	`(-.f64 x #s(literal 1 binary64))`
39.6%	2	`(-.f64 z #s(literal 1 binary64))`
37.7%	1	`y`
44.1%	3	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes2.0ms (0%)

Memory

4.0MiB live, 4.0MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs

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

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

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

Outputs

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

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

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
43.7%	3	`t`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes9.0ms (0.1%)

Memory

25.1MiB live, 25.1MiB allocated

Accuracy

Total -22.7b remaining (-57%)

Threshold costs -22.7b (-57%)

Counts

2 → 1

Calls

Call 1

Inputs

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

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

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

Calls

5 calls:

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

Results

Accuracy	Segments	Branch
37.7%	1	`(-.f64 x #s(literal 1 binary64))`
37.7%	1	`z`
37.7%	1	`(-.f64 z #s(literal 1 binary64))`
37.7%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
37.7%	1	`t`

Compiler

Compiled 25 to 34 computations (-36% saved)

bsearch43.0ms (0.3%)

Memory

5.8MiB live, 80.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	predicate-same
1×	narrow-enough

Steps

Time	Left	Right
4.0ms	7.511082299809722e-38	2.2802336459044214e-26
37.0ms	-0.00025776409184352086	-1.3354174738486371e-9

Samples

20.0ms	51×	1	valid
13.0ms	109×	0	valid

Compiler

Compiled 258 to 270 computations (-4.7% saved)

Precisions

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

ival-log: 15.0ms (54.2% of total)

ival-sub: 7.0ms (25.3% of total)

ival-mult: 3.0ms (10.8% of total)

adjust: 2.0ms (7.2% of total)

ival-add: 1.0ms (3.6% of total)

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

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

exact: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	-0.9999999999991184	-0.9999999979837136
0.0ms	-1.0000000000985942	-1.0000000000163445

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	9.049080526992378e+221	4.219690194511192e+224

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch106.0ms (0.7%)

Memory

1.5MiB live, 84.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
30.0ms	5.038667616789364e-20	1.8117392045863634e-15
71.0ms	-3540.4022495027125	-9.859432280919761e-11

Samples

53.0ms	184×	0	valid
36.0ms	104×	1	valid

Compiler

Compiled 308 to 381 computations (-23.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 79.0ms

ival-mult: 36.0ms (45.8% of total)

ival-log: 30.0ms (38.1% of total)

ival-sub: 7.0ms (8.9% of total)

adjust: 4.0ms (5.1% of total)

ival-add: 2.0ms (2.5% of total)

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

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

exact: 0.0ms (0% of total)

bsearch6.0ms (0%)

Memory

-37.8MiB live, 1.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	13733556258140963000.0	1.1502986806829415e+20
0.0ms	-8.317895062358832e+51	-6.951642990462119e+51

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	13733556258140963000.0	1.1502986806829415e+20
0.0ms	-8.317895062358832e+51	-6.951642990462119e+51

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch55.0ms (0.3%)

Memory

36.8MiB live, 74.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
27.0ms	7.657788100019325e+133	2.6424842983922625e+138
24.0ms	-9.859432280919761e-11	-1.634448424515308e-11

Samples

26.0ms	69×	1	valid
15.0ms	155×	0	valid

Compiler

Compiled 216 to 287 computations (-32.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 33.0ms

ival-log: 20.0ms (59.9% of total)

ival-sub: 5.0ms (15% of total)

ival-mult: 4.0ms (12% of total)

adjust: 3.0ms (9% of total)

ival-add: 1.0ms (3% of total)

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

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

exact: 0.0ms (0% of total)

bsearch63.0ms (0.4%)

Memory

-9.3MiB live, 27.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
28.0ms	2.6385994263769904e-9	1.7801999475215949e-6
31.0ms	-2.3838972829615772e-51	-8.952073815238552e-52

Samples

25.0ms	69×	1	valid
25.0ms	139×	0	valid

Compiler

Compiled 150 to 242 computations (-61.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 43.0ms

ival-log: 19.0ms (44.5% of total)

ival-sub: 17.0ms (39.8% of total)

ival-mult: 3.0ms (7% of total)

adjust: 2.0ms (4.7% of total)

ival-add: 1.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

bsearch2.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	2.6385994263769904e-9	1.7801999475215949e-6
1.0ms	-2.3838972829615772e-51	-8.952073815238552e-52

Compiler

Compiled 137 to 229 computations (-67.2% saved)

simplify44.0ms (0.3%)

Memory

-7.8MiB live, 37.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	171	1330
1	214	1330
2	245	1330
3	261	1330
4	262	1330

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)))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #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)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (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)) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(if (<=.f64 t #s(literal -2582544170319337/147573952589676412928 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t))) (if (<=.f64 t #s(literal 4789048565205903/47890485652059026823698344598447161988085597568237568 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1125899906898919/1125899906842624 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -9007199236726593/9007199254740992 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 1000000000000000046601807174820697568405085809949376861420980458018682781323086299572767712214195712321033976595985489865317261666006898091360622097492643440587430127367316221899487205895055238326459735771560242784354959360 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y) t))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (*.f64 x (log.f64 y))))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 (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)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(if (<=.f64 x #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 2281771080410813/1267650600228229401496703205376 binary64)) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) y) (-.f64 y (log.f64 y))) t))) (-.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 -7999999999999999945767589394893023811693667535552512 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 x (log.f64 y))) (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 20000000000000000000 binary64)) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) y) (-.f64 y (log.f64 y))) t))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(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 -7999999999999999945767589394893023811693667535552512 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 x (log.f64 y))) (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 20000000000000000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (log.f64 y)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(if (<=.f64 x #s(literal -3791191370311477/38685626227668133590597632 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 78000000000000002752082802666893742648111019111271837981776249469337500609366591197304864742704776293284406177587315043532441202458624 binary64)) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (neg.f64 t)))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (+ (* (- x 1) (log y)) (neg t)) (neg.f64 t))))
(if (<=.f64 t #s(literal -7750984666805809/3369993333393829974333376885877453834204643052817571560137951281152 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 8264141345021879/4722366482869645213696 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (.f64 (-.f64 #s(literal 1 binary64) z) y))) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
(if (<=.f64 t #s(literal -7750984666805809/3369993333393829974333376885877453834204643052817571560137951281152 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 8264141345021879/4722366482869645213696 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (- 1 z) y) (+ (* (- x 1) (log y)) (neg t))) (.f64 (neg.f64 y) z))) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

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

soundness1.9s (11.9%)

Memory

19.9MiB live, 1 359.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	939	17526
1	3014	16444
0	8118	15213
0	226	2467
1	700	2291
2	2128	2149
3	7406	2149
0	8633	1990
0	14	50
0	23	50
1	95	50
2	757	50
0	8471	44
0	542	11157
1	1714	10490
2	5430	10195
0	8205	9343
0	637	13029
1	2002	12304
2	6653	11957
0	8164	10909

Stop Event

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

Compiler

Compiled 1 037 to 629 computations (39.3% saved)

preprocess487.0ms (3.1%)

Memory: 0.6MiB live, 201.9MiB allocated
Compiler: Compiled 1 116 to 320 computations (71.3% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze117.0ms (0.7%)

sample2.9s (18.3%)

explain524.0ms (3.3%)

preprocess210.0ms (1.3%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify149.0ms (0.9%)

localize170.0ms (1.1%)

series104.0ms (0.7%)

simplify187.0ms (1.2%)

rewrite209.0ms (1.3%)

eval84.0ms (0.5%)

prune34.0ms (0.2%)

simplify200.0ms (1.3%)

localize225.0ms (1.4%)

series175.0ms (1.1%)

simplify325.0ms (2%)

rewrite236.0ms (1.5%)

eval966.0ms (6.1%)

prune218.0ms (1.4%)

simplify278.0ms (1.7%)

localize314.0ms (2%)

series155.0ms (1%)

simplify228.0ms (1.4%)

rewrite187.0ms (1.2%)

eval268.0ms (1.7%)

prune130.0ms (0.8%)

simplify168.0ms (1.1%)

localize255.0ms (1.6%)

series227.0ms (1.4%)

simplify238.0ms (1.5%)

rewrite314.0ms (2%)

eval365.0ms (2.3%)

prune107.0ms (0.7%)

regimes557.0ms (3.5%)

regimes194.0ms (1.2%)

regimes155.0ms (1%)

regimes157.0ms (1%)

regimes144.0ms (0.9%)

regimes133.0ms (0.8%)

regimes115.0ms (0.7%)

regimes103.0ms (0.6%)

regimes93.0ms (0.6%)

regimes261.0ms (1.6%)

regimes388.0ms (2.4%)

regimes156.0ms (1%)

regimes96.0ms (0.6%)

regimes18.0ms (0.1%)

regimes79.0ms (0.5%)

regimes75.0ms (0.5%)

regimes36.0ms (0.2%)

regimes20.0ms (0.1%)

regimes41.0ms (0.3%)

regimes44.0ms (0.3%)

regimes70.0ms (0.4%)

regimes2.0ms (0%)

regimes9.0ms (0.1%)

bsearch43.0ms (0.3%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch106.0ms (0.7%)

bsearch6.0ms (0%)

bsearch1.0ms (0%)

bsearch55.0ms (0.3%)

bsearch63.0ms (0.4%)

bsearch2.0ms (0%)

simplify44.0ms (0.3%)

soundness1.9s (11.9%)

preprocess487.0ms (3.1%)

end0.0ms (0%)

Profiling