Metrics for Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, B

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze205.0ms (2.3%)

Memory

-14.9MiB live, 259.3MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
0%	0%	99.9%	0.1%	0%	0%	0%	3
0%	0%	99.9%	0.1%	0%	0%	0%	4
0%	0%	99.9%	0.1%	0%	0%	0%	5
3.2%	3.1%	93.7%	0.1%	0%	3.1%	0%	6
15.8%	14%	74.9%	0.1%	0%	10.9%	0%	7
22.1%	19.5%	68.7%	0.1%	0%	11.7%	0%	8
31.8%	26.9%	57.8%	0.1%	0%	15.2%	0%	9
36.3%	30.6%	53.9%	0.1%	0%	15.4%	0%	10
42%	34.8%	48%	0.1%	0%	17.1%	0%	11
44.6%	36.9%	45.9%	0.1%	0%	17.1%	0%	12

Compiler

Compiled 14 to 11 computations (21.4% saved)

sample1.8s (21%)

Memory

38.9MiB live, 2 824.0MiB allocated

Samples

521.0ms	5 977×	0	valid
430.0ms	2 279×	1	valid
364.0ms	1 043×	1	invalid
104.0ms	1 667×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.0s

ival-sub: 505.0ms (49% of total)

ival-log: 272.0ms (26.4% of total)

ival-div: 125.0ms (12.1% of total)

adjust: 110.0ms (10.7% of total)

ival-true: 8.0ms (0.8% of total)

exact: 7.0ms (0.7% of total)

ival-assert: 4.0ms (0.4% of total)

Bogosity

explain267.0ms (3.1%)

Memory

-16.4MiB live, 296.5MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
99	-	-	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
70	-	-	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
0	-	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`
0	-	-	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
0	-	-	`y`
0	-	-	`(-.f64 x y)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`	sensitivity	99	0
`-.f64`	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`	cancellation	70	0

Confusion

	Predicted +	Predicted -
+	70	0
-	99	87

Precision

0.41420118343195267

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	70	0	0
-	99	0	87

Precision?

0.41420118343195267

Recall?

1.0

Freqs

test

number	freq
0	87
1	169

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

52.0ms	290×	1	valid
30.0ms	32×	2	valid
16.0ms	190×	0	valid

Compiler

Compiled 157 to 40 computations (74.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 76.0ms

ival-log: 43.0ms (56.9% of total)

ival-sub: 16.0ms (21.2% of total)

adjust: 10.0ms (13.2% of total)

ival-div: 6.0ms (7.9% of total)

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

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

exact: 0.0ms (0% of total)

preprocess95.0ms (1.1%)

Memory

9.1MiB live, 82.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	25	68
1	64	62
2	172	60
3	430	60
4	967	60
5	1883	60
6	2365	60
7	2526	60
8	2571	60
9	2585	60
10	2585	60
0	9	12
0	15	12
1	27	12
2	46	12
3	97	12
4	222	12
5	453	12
6	801	12
7	985	12
8	1028	12
9	1057	12
0	1057	10

Stop Event

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

Calls

Call 1

Inputs
(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))

Outputs
(-.f64 #s(literal 1 binary64) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))))

Compiler

Compiled 12 to 9 computations (25% saved)

eval0.0ms (0%)

Memory: 0.5MiB live, 0.5MiB allocated
Compiler: Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.6MiB live, 1.6MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	75.0%	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))

Compiler

Compiled 12 to 9 computations (25% saved)

simplify27.0ms (0.3%)

Memory

0.3MiB live, 38.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
cost-diff	0	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
cost-diff	0	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
cost-diff	192	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	47
0	15	47
1	27	47
2	46	47
3	97	47
4	222	47
5	453	47
6	801	47
7	985	47
8	1028	47
9	1057	47
0	1057	43

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
#s(literal 1 binary64)
(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))
(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
(-.f64 x y)
x
y
(-.f64 #s(literal 1 binary64) y)

Outputs
(-.f64 #s(literal 1 binary64) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))))
#s(literal 1 binary64)
(log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y)))
(-.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y)) #s(literal -1 binary64))
(/.f64 (-.f64 y x) (-.f64 y #s(literal 1 binary64)))
(-.f64 x y)
x
y
(-.f64 #s(literal 1 binary64) y)

localize58.0ms (0.7%)

Memory

-8.3MiB live, 115.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
accuracy	0.02734375	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
accuracy	15.752291216653026	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
accuracy	22.871310578281136	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))

Samples

32.0ms	145×	1	valid
11.0ms	16×	2	valid
7.0ms	95×	0	valid

Compiler

Compiled 96 to 20 computations (79.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 36.0ms

ival-sub: 13.0ms (36% of total)

ival-log: 13.0ms (36% of total)

adjust: 5.0ms (13.9% of total)

ival-div: 5.0ms (13.9% of total)

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

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

exact: 0.0ms (0% of total)

series20.0ms (0.2%)

Memory

7.9MiB live, 45.5MiB allocated

Counts

4 → 96

Calls

Call 1

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

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

Calls

6 calls:

Time	Variable		Point	Expression
5.0ms	x	@	-inf	((log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)))
3.0ms	y	@	inf	((log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)))
2.0ms	x	@	0	((log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)))
2.0ms	y	@	-inf	((log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)))
2.0ms	x	@	inf	((log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)))

simplify180.0ms (2.1%)

Memory

-2.9MiB live, 179.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	432	2626
1	1404	2020
2	4892	1789
0	8560	1696

Stop Event

1×	iter limit
1×	node limit

Counts

96 → 95

Calls

Call 1

Inputs
(log (- 1 x))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* 1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (/ 1 (- 1 x))))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* y (+ (* 1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (/ 1 (- 1 x))))))
(- 1 (log (- 1 x)))
(- (+ 1 (* -1 (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* -1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* y (- (* -1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- 1 x)
(- (+ 1 (* y (+ 1 (* -1 x)))) x)
(- (+ 1 (* y (+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x))))))) x)
(- (+ 1 (* y (+ 1 (+ (* -1 x) (* y (+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x)))))))))) x)
x
(+ x (* -1 (* y (+ 1 (* -1 x)))))
(+ x (* y (- (* -1 (* y (+ 1 (* -1 x)))) (+ 1 (* -1 x)))))
(+ x (* y (- (* y (- (* -1 (* y (+ 1 (* -1 x)))) (+ 1 (* -1 x)))) (+ 1 (* -1 x)))))
(+ (log (neg (+ 1 (* -1 x)))) (log (/ 1 y)))
(+ (log (neg (+ 1 (* -1 x)))) (+ (log (/ 1 y)) (* -1 (/ (- x 1) (* y (+ 1 (* -1 x)))))))
(+ (log (neg (+ 1 (* -1 x)))) (+ (log (/ 1 y)) (+ (* -1 (/ (- x 1) (* y (+ 1 (* -1 x))))) (* 1/2 (/ (+ (* -2 (/ (- x 1) (+ 1 (* -1 x)))) (* -1 (/ (pow (- x 1) 2) (pow (+ 1 (* -1 x)) 2)))) (pow y 2))))))
(+ (log (neg (+ 1 (* -1 x)))) (+ (log (/ 1 y)) (+ (* -1 (/ (- x 1) (* y (+ 1 (* -1 x))))) (+ (* 1/6 (/ (+ (* -6 (/ (- x 1) (+ 1 (* -1 x)))) (+ (* -6 (/ (pow (- x 1) 2) (pow (+ 1 (* -1 x)) 2))) (* -2 (/ (pow (- x 1) 3) (pow (+ 1 (* -1 x)) 3))))) (pow y 3))) (* 1/2 (/ (+ (* -2 (/ (- x 1) (+ 1 (* -1 x)))) (* -1 (/ (pow (- x 1) 2) (pow (+ 1 (* -1 x)) 2)))) (pow y 2)))))))
(- 1 (+ (log (neg (+ 1 (* -1 x)))) (log (/ 1 y))))
(- (+ 1 (/ x (* y (+ 1 (* -1 x))))) (+ (log (neg (+ 1 (* -1 x)))) (+ (log (/ 1 y)) (/ 1 (* y (+ 1 (* -1 x)))))))
(- (+ 1 (* -1/2 (/ (+ (* -2 (/ (- x 1) (+ 1 (* -1 x)))) (* -1 (/ (pow (- x 1) 2) (pow (+ 1 (* -1 x)) 2)))) (pow y 2)))) (+ (log (neg (+ 1 (* -1 x)))) (+ (log (/ 1 y)) (* -1 (/ (- x 1) (* y (+ 1 (* -1 x))))))))
(- (+ 1 (* -1/6 (/ (+ (* -6 (/ (- x 1) (+ 1 (* -1 x)))) (+ (* -6 (/ (pow (- x 1) 2) (pow (+ 1 (* -1 x)) 2))) (* -2 (/ (pow (- x 1) 3) (pow (+ 1 (* -1 x)) 3))))) (pow y 3)))) (+ (log (neg (+ 1 (* -1 x)))) (+ (log (/ 1 y)) (+ (* -1 (/ (- x 1) (* y (+ 1 (* -1 x))))) (* 1/2 (/ (+ (* -2 (/ (- x 1) (+ 1 (* -1 x)))) (* -1 (/ (pow (- x 1) 2) (pow (+ 1 (* -1 x)) 2)))) (pow y 2)))))))
(* -1 (/ (+ 1 (* -1 x)) y))
(/ (- (/ x y) (+ 1 (+ (* -1 x) (/ 1 y)))) y)
(/ (- (+ (/ x y) (/ x (pow y 2))) (+ 1 (+ (* -1 x) (+ (/ 1 y) (/ 1 (pow y 2)))))) y)
(/ (- (+ (/ x y) (+ (/ x (pow y 2)) (/ x (pow y 3)))) (+ 1 (+ (* -1 x) (+ (/ 1 y) (+ (/ 1 (pow y 2)) (/ 1 (pow y 3))))))) y)
1
(+ 1 (+ (* -1 (/ x y)) (/ 1 y)))
(+ 1 (+ (* -1 (/ x y)) (+ (* -1 (/ x (pow y 2))) (+ (/ 1 y) (/ 1 (pow y 2))))))
(- (+ 1 (+ (* -1 (/ x y)) (+ (* -1 (/ x (pow y 3))) (+ (/ 1 y) (/ 1 (pow y 3)))))) (* -1 (/ (+ 1 (* -1 x)) (pow y 2))))
(+ (log (- 1 x)) (log (/ -1 y)))
(+ (log (- 1 x)) (+ (log (/ -1 y)) (* -1 (/ (- (/ x (- 1 x)) (/ 1 (- 1 x))) y))))
(+ (log (- 1 x)) (+ (log (/ -1 y)) (* -1 (/ (- (+ (* -1/2 (/ (+ (* -1 (/ (pow (- x 1) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))) y)) (/ x (- 1 x))) (/ 1 (- 1 x))) y))))
(+ (log (- 1 x)) (+ (log (/ -1 y)) (* -1 (/ (- (+ (* -1 (/ (+ (* -1/6 (/ (+ (* -6 (/ (* (+ 1 (* -1 x)) (- x 1)) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (- x 1) 3) (pow (- 1 x) 3))) (* 6 (/ (- x 1) (- 1 x))))) y)) (* 1/2 (+ (* -1 (/ (pow (- x 1) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) y)) (/ x (- 1 x))) (/ 1 (- 1 x))) y))))
(- 1 (+ (log (- 1 x)) (log (/ -1 y))))
(- (+ 1 (* -1 (/ (- (/ 1 (- 1 x)) (/ x (- 1 x))) y))) (+ (log (- 1 x)) (log (/ -1 y))))
(- (+ 1 (* -1 (/ (- (+ (* 1/2 (/ (+ (* -1 (/ (pow (- x 1) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))) y)) (/ 1 (- 1 x))) (/ x (- 1 x))) y))) (+ (log (- 1 x)) (log (/ -1 y))))
(- (+ 1 (* -1 (/ (- (+ (* -1 (/ (- (* 1/6 (/ (+ (* -6 (/ (* (+ 1 (* -1 x)) (- x 1)) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (- x 1) 3) (pow (- 1 x) 3))) (* 6 (/ (- x 1) (- 1 x))))) y)) (* 1/2 (+ (* -1 (/ (pow (- x 1) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) y)) (/ 1 (- 1 x))) (/ x (- 1 x))) y))) (+ (log (- 1 x)) (log (/ -1 y))))
(* -1 (/ (- 1 x) y))
(* -1 (/ (- (+ 1 (* -1 (/ (- x 1) y))) x) y))
(* -1 (/ (- (+ 1 (* -1 (/ (- (+ x (* -1 (/ (+ 1 (* -1 x)) y))) 1) y))) x) y))
(* -1 (/ (- (+ 1 (* -1 (/ (- (+ x (* -1 (/ (+ 1 (+ (* -1 x) (* -1 (/ (- x 1) y)))) y))) 1) y))) x) y))
1
(+ 1 (* -1 (/ (- x 1) y)))
(+ 1 (* -1 (/ (- (+ x (* -1 (/ (- 1 x) y))) 1) y)))
(+ 1 (* -1 (/ (- (+ x (* -1 (/ (- (+ 1 (* -1 (/ (- x 1) y))) x) y))) 1) y)))
(log (+ 1 (/ y (- 1 y))))
(+ (log (+ 1 (/ y (- 1 y)))) (* -1 (/ x (* (+ 1 (/ y (- 1 y))) (- 1 y)))))
(+ (log (+ 1 (/ y (- 1 y)))) (* x (- (* -1/2 (/ x (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)))) (/ 1 (* (+ 1 (/ y (- 1 y))) (- 1 y))))))
(+ (log (+ 1 (/ y (- 1 y)))) (* x (- (* x (- (* -1/3 (/ x (* (pow (+ 1 (/ y (- 1 y))) 3) (pow (- 1 y) 3)))) (* 1/2 (/ 1 (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)))))) (/ 1 (* (+ 1 (/ y (- 1 y))) (- 1 y))))))
(- 1 (log (+ 1 (/ y (- 1 y)))))
(- (+ 1 (/ x (* (+ 1 (/ y (- 1 y))) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))))
(- (+ 1 (* x (+ (* 1/2 (/ x (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)))) (/ 1 (* (+ 1 (/ y (- 1 y))) (- 1 y)))))) (log (+ 1 (/ y (- 1 y)))))
(- (+ 1 (* x (+ (* x (+ (* 1/3 (/ x (* (pow (+ 1 (/ y (- 1 y))) 3) (pow (- 1 y) 3)))) (* 1/2 (/ 1 (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)))))) (/ 1 (* (+ 1 (/ y (- 1 y))) (- 1 y)))))) (log (+ 1 (/ y (- 1 y)))))
(+ 1 (/ y (- 1 y)))
(+ 1 (+ (* -1 (/ x (- 1 y))) (/ y (- 1 y))))
(+ 1 (+ (* -1 (/ x (- 1 y))) (/ y (- 1 y))))
(+ 1 (+ (* -1 (/ x (- 1 y))) (/ y (- 1 y))))
(* -1 (/ y (- 1 y)))
(+ (* -1 (/ y (- 1 y))) (/ x (- 1 y)))
(+ (* -1 (/ y (- 1 y))) (/ x (- 1 y)))
(+ (* -1 (/ y (- 1 y))) (/ x (- 1 y)))
(+ (log (neg (/ 1 (- 1 y)))) (* -1 (log (/ 1 x))))
(+ (log (neg (/ 1 (- 1 y)))) (+ (* -1 (log (/ 1 x))) (* -1 (/ (* (+ 1 (/ y (- 1 y))) (- 1 y)) x))))
(+ (log (neg (/ 1 (- 1 y)))) (+ (* -1 (log (/ 1 x))) (+ (* -1 (/ (* (+ 1 (/ y (- 1 y))) (- 1 y)) x)) (* -1/2 (/ (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)) (pow x 2))))))
(+ (log (neg (/ 1 (- 1 y)))) (+ (* -1 (log (/ 1 x))) (+ (* -1 (/ (* (+ 1 (/ y (- 1 y))) (- 1 y)) x)) (+ (* -1/2 (/ (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)) (pow x 2))) (* -1/3 (/ (* (pow (+ 1 (/ y (- 1 y))) 3) (pow (- 1 y) 3)) (pow x 3)))))))
(- 1 (+ (log (neg (/ 1 (- 1 y)))) (* -1 (log (/ 1 x)))))
(- (+ 1 (/ (* (+ 1 (/ y (- 1 y))) (- 1 y)) x)) (+ (log (neg (/ 1 (- 1 y)))) (* -1 (log (/ 1 x)))))
(- (+ 1 (* 1/2 (/ (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)) (pow x 2)))) (+ (log (neg (/ 1 (- 1 y)))) (+ (* -1 (log (/ 1 x))) (* -1 (/ (* (+ 1 (/ y (- 1 y))) (- 1 y)) x)))))
(- (+ 1 (* 1/3 (/ (* (pow (+ 1 (/ y (- 1 y))) 3) (pow (- 1 y) 3)) (pow x 3)))) (+ (log (neg (/ 1 (- 1 y)))) (+ (* -1 (log (/ 1 x))) (+ (* -1 (/ (* (+ 1 (/ y (- 1 y))) (- 1 y)) x)) (* -1/2 (/ (* (pow (+ 1 (/ y (- 1 y))) 2) (pow (- 1 y) 2)) (pow x 2)))))))
(* -1 (/ x (- 1 y)))
(* x (- (+ (/ 1 x) (/ y (* x (- 1 y)))) (/ 1 (- 1 y))))
(* x (- (+ (/ 1 x) (/ y (* x (- 1 y)))) (/ 1 (- 1 y))))
(* x (- (+ (/ 1 x) (/ y (* x (- 1 y)))) (/ 1 (- 1 y))))
(/ x (- 1 y))
(* x (+ (* -1 (/ y (* x (- 1 y)))) (/ 1 (- 1 y))))
(* x (+ (* -1 (/ y (* x (- 1 y)))) (/ 1 (- 1 y))))
(* x (+ (* -1 (/ y (* x (- 1 y)))) (/ 1 (- 1 y))))
(+ (log (/ 1 (- 1 y))) (* -1 (log (/ -1 x))))
(+ (log (/ 1 (- 1 y))) (+ (* -1 (log (/ -1 x))) (* -1 (/ (* (- 1 y) (- 1 (* -1 (/ y (- 1 y))))) x))))
(+ (log (/ 1 (- 1 y))) (+ (* -1 (log (/ -1 x))) (* -1 (/ (+ (* 1/2 (/ (* (pow (- 1 y) 2) (pow (- 1 (* -1 (/ y (- 1 y)))) 2)) x)) (* (- 1 y) (- 1 (* -1 (/ y (- 1 y)))))) x))))
(+ (log (/ 1 (- 1 y))) (+ (* -1 (log (/ -1 x))) (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (* (pow (- 1 y) 2) (pow (- 1 (* -1 (/ y (- 1 y)))) 2))) (* -1/3 (/ (* (pow (- 1 y) 3) (pow (- 1 (* -1 (/ y (- 1 y)))) 3)) x))) x)) (* (- 1 y) (- 1 (* -1 (/ y (- 1 y)))))) x))))
(- 1 (+ (log (/ 1 (- 1 y))) (* -1 (log (/ -1 x)))))
(- (+ 1 (/ (* (- 1 y) (- 1 (* -1 (/ y (- 1 y))))) x)) (+ (log (/ 1 (- 1 y))) (* -1 (log (/ -1 x)))))
(- (+ 1 (* -1 (/ (- (* -1/2 (/ (* (pow (- 1 y) 2) (pow (- 1 (* -1 (/ y (- 1 y)))) 2)) x)) (* (- 1 y) (- 1 (* -1 (/ y (- 1 y)))))) x))) (+ (log (/ 1 (- 1 y))) (* -1 (log (/ -1 x)))))
(- (+ 1 (* -1 (/ (- (* -1 (/ (- (* 1/3 (/ (* (pow (- 1 y) 3) (pow (- 1 (* -1 (/ y (- 1 y)))) 3)) x)) (* -1/2 (* (pow (- 1 y) 2) (pow (- 1 (* -1 (/ y (- 1 y)))) 2)))) x)) (* (- 1 y) (- 1 (* -1 (/ y (- 1 y)))))) x))) (+ (log (/ 1 (- 1 y))) (* -1 (log (/ -1 x)))))
(* -1 (/ x (- 1 y)))
(* -1 (* x (+ (* -1 (/ (- 1 (* -1 (/ y (- 1 y)))) x)) (/ 1 (- 1 y)))))
(* -1 (* x (+ (* -1 (/ (- 1 (* -1 (/ y (- 1 y)))) x)) (/ 1 (- 1 y)))))
(* -1 (* x (+ (* -1 (/ (- 1 (* -1 (/ y (- 1 y)))) x)) (/ 1 (- 1 y)))))
(/ x (- 1 y))
(* -1 (* x (- (/ y (* x (- 1 y))) (/ 1 (- 1 y)))))
(* -1 (* x (- (/ y (* x (- 1 y))) (/ 1 (- 1 y)))))
(* -1 (* x (- (/ y (* x (- 1 y))) (/ 1 (- 1 y)))))

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

rewrite147.0ms (1.7%)

Memory

-20.4MiB live, 218.3MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	38
0	15	38
1	77	38
2	662	38
0	8723	34

Stop Event

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

Counts

4 → 261

Calls

Call 1

Inputs
(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))
(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))

Outputs
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eval54.0ms (0.6%)

Memory: -13.1MiB live, 105.6MiB allocated
Compiler: Compiled 10 907 to 1 616 computations (85.2% saved)

prune15.0ms (0.2%)

Memory

5.3MiB live, 44.3MiB allocated

Pruning

12 alts after pruning (12 fresh and 0 done)

	Pruned	Kept	Total
New	344	12	356
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	345	12	357

Accuracy

100.0%

Counts

357 → 12

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	74.1%	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))) (fma.f64 (+.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)))
	73.2%	(-.f64 #s(literal 1 binary64) (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))))
▶	2.3%	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64)))))
	39.2%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y))))
	38.1%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(literal 1 binary64)) y))))
▶	39.4%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))
	38.3%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (+.f64 (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y) (-.f64 x #s(literal 1 binary64))) y))))
	45.1%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))
	64.5%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (-.f64 #s(literal 1 binary64) x))))
	62.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)))
▶	41.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
▶	64.5%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))

Compiler

Compiled 520 to 346 computations (33.5% saved)

simplify80.0ms (0.9%)

Memory

30.5MiB live, 68.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 (-.f64 x #s(literal 1 binary64)) y)
cost-diff	0	#s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))
cost-diff	0	(log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y)))
cost-diff	0	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))
cost-diff	0	(/.f64 y (-.f64 #s(literal 1 binary64) y))
cost-diff	0	(log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y))))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
cost-diff	0	#s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64)))
cost-diff	0	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64)))))
cost-diff	64	(log.f64 (-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64))))
cost-diff	0	(neg.f64 x)
cost-diff	0	(log1p.f64 (neg.f64 x))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x)))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
cost-diff	0	(log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y)))
cost-diff	0	(pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))
cost-diff	0	(-.f64 #s(literal 1 binary64) (pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64)))
cost-diff	0	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))) (fma.f64 (+.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	306
0	61	306
1	105	306
2	173	298
3	297	298
4	539	298
5	986	298
6	1765	298
7	2137	298
8	2410	298
9	2521	298
10	2529	298
11	2529	298
0	2529	296

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize247.0ms (2.8%)

Memory

-6.1MiB live, 275.7MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(/.f64 (-.f64 x #s(literal 1 binary64)) y)
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))
accuracy	22.871310578281136	(log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y)))
accuracy	38.80432191189658	#s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
accuracy	0.015625	(/.f64 y (-.f64 #s(literal 1 binary64) y))
accuracy	15.824290405078488	(log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))
accuracy	31.557477806544423	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y))))
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64)))))
accuracy	13.372835309948298	(-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64)))
accuracy	22.871310578281136	(log.f64 (-.f64 #s(literal 1 binary64) #s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64))))
accuracy	41.098395100226796	#s(approx (/ (- x y) (- 1 y)) #s(literal 1 binary64))
accuracy	0	(neg.f64 x)
accuracy	0	(log1p.f64 (neg.f64 x))
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
accuracy	28.075952667461262	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x)))
accuracy	0.1875	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))) (fma.f64 (+.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)))
accuracy	0.281913769536884	(fma.f64 (+.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64))
accuracy	0.41679394536884046	(pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))
accuracy	13.55777558816381	(log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y)))

Samples

87.0ms	113×	1	valid
41.0ms	29×	0	invalid
32.0ms	48×	2	valid
17.0ms	66×	0	valid

Compiler

Compiled 590 to 63 computations (89.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 132.0ms

ival-sub: 39.0ms (29.5% of total)

ival-add: 23.0ms (17.4% of total)

adjust: 17.0ms (12.9% of total)

ival-div: 16.0ms (12.1% of total)

ival-log1p: 11.0ms (8.3% of total)

ival-log: 11.0ms (8.3% of total)

ival-pow: 7.0ms (5.3% of total)

ival-neg: 4.0ms (3% of total)

ival-mult: 3.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

series115.0ms (1.3%)

Memory

-6.5MiB live, 227.5MiB allocated

Counts

21 → 456

Calls

Call 1

Inputs
#s(alt #<batchref> (patch (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))) (fma.f64 (+.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64)) (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 1 binary64))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) (pow.f64 (log1p.f64 (/.f64 (-.f64 y x) (-.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))) #<representation binary64>) () ())
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Outputs
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Calls

6 calls:

Time	Variable		Point	Expression
20.0ms	x	@	inf	((/ (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1)) (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3) (log (+ 1 (/ (- y x) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ y (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ (- x 1) y) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1))
18.0ms	y	@	inf	((/ (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1)) (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3) (log (+ 1 (/ (- y x) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ y (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ (- x 1) y) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1))
17.0ms	y	@	-inf	((/ (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1)) (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3) (log (+ 1 (/ (- y x) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ y (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ (- x 1) y) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1))
14.0ms	x	@	-inf	((/ (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1)) (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3) (log (+ 1 (/ (- y x) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ y (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ (- x 1) y) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1))
11.0ms	y	@	0	((/ (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1)) (- 1 (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3)) (pow (log (+ 1 (/ (- y x) (- 1 y)))) 3) (log (+ 1 (/ (- y x) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (- 1 (/ (- x y) (- 1 y))) (/ (- x y) (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ y (- 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ (- x 1) y) (+ (* (+ (log (+ 1 (/ (- y x) (- 1 y)))) 1) (log (+ 1 (/ (- y x) (- 1 y))))) 1))

simplify296.0ms (3.4%)

Memory

13.0MiB live, 331.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1585	35799
1	5358	30611
0	8507	28604

Stop Event

1×	iter limit
1×	node limit

Counts

456 → 453

Calls

Call 1

Inputs
(/ (- 1 (pow (log (- 1 x)) 3)) (+ 1 (* (log (- 1 x)) (+ 1 (log (- 1 x))))))
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Outputs
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(/.f64 (neg.f64 x) (-.f64 #s(literal 1 binary64) y))
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(/.f64 x y)
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(*.f64 (-.f64 (/.f64 (/.f64 #s(literal 1 binary64) x) y) (/.f64 #s(literal 1 binary64) y)) (neg.f64 x))
(fma.f64 (-.f64 (-.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))) (-.f64 (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) x))) (log1p.f64 (neg.f64 y))) #s(literal 1 binary64))
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rewrite224.0ms (2.6%)

Memory

1.3MiB live, 278.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	265
0	61	265
1	296	242
2	2565	242
0	8191	236

Stop Event

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

Counts

21 → 361

Calls

Call 1

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

Outputs
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eval335.0ms (3.8%)

Memory: 16.5MiB live, 365.0MiB allocated
Compiler: Compiled 57 622 to 3 331 computations (94.2% saved)

prune39.0ms (0.4%)

Memory

-1.9MiB live, 121.9MiB allocated

Pruning

21 alts after pruning (18 fresh and 3 done)

	Pruned	Kept	Total
New	882	14	896
Fresh	3	4	7
Picked	2	3	5
Done	0	0	0
Total	887	21	908

Accuracy

100.0%

Counts

908 → 21

Alt Table

Click to see full alt table

Status	Accuracy	Program
	39.1%	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) #s(literal 3 binary64))) (fma.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) (+.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) #s(literal 1 binary64)) #s(literal 1 binary64)))
▶	73.2%	(-.f64 #s(literal 1 binary64) (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))))
✓	39.4%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))
▶	45.1%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))
	64.5%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (-.f64 #s(literal 1 binary64) x))))
	22.6%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 x y)))))
	22.0%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y)))))
▶	62.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)))
✓	41.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
✓	64.5%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
	40.4%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y)))))
	21.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal -1 binary64) #s(literal -1 binary64)) y)))))
	20.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1/2 binary64) (*.f64 y y))) (/.f64 #s(literal 1 binary64) y)))))
	21.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))))
	39.3%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 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))))
▶	39.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))))
	39.3%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y))))
	41.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) x #s(literal -1/3 binary64)) x #s(literal -1/2 binary64)) x #s(literal -1 binary64)) x))))
	42.4%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) x #s(literal -1/2 binary64)) x #s(literal -1 binary64)) x))))
	41.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 #s(literal -1/2 binary64) x #s(literal -1 binary64)) x))))
▶	42.7%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))

Compiler

Compiled 1 051 to 694 computations (34% saved)

simplify199.0ms (2.3%)

Memory

-21.0MiB live, 173.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 x (+.f64 #s(literal -1 binary64) y))
cost-diff	0	#s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))
cost-diff	0	(log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))))
cost-diff	0	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))
cost-diff	0	(log1p.f64 (neg.f64 x))
cost-diff	0	(+.f64 (log1p.f64 (neg.f64 x)) y)
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)))
cost-diff	0	(*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)
cost-diff	0	#s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))))
cost-diff	0	(neg.f64 x)
cost-diff	0	#s(approx (log (+ 1 (neg x))) (neg.f64 x))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x)))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))
cost-diff	128	(+.f64 #s(literal -1 binary64) (*.f64 y y))
cost-diff	128	(neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y))))
cost-diff	192	(log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)))
cost-diff	576	(fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	45	342
0	71	342
1	124	342
2	261	338
3	763	323
4	2727	323
5	6060	323
0	8059	298

Stop Event

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

Calls

Call 1

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

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

localize329.0ms (3.8%)

Memory

-14.4MiB live, 250.7MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))
accuracy	0.015625	(/.f64 x (+.f64 #s(literal -1 binary64) y))
accuracy	22.871310578281136	(log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))))
accuracy	36.36191862990376	#s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))
accuracy	0	(neg.f64 x)
accuracy	0	(log1p.f64 (neg.f64 x))
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)))
accuracy	16.674100043925097	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))
accuracy	0.0234375	(*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)
accuracy	0.09375	(fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64))
accuracy	16.679711664270677	#s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))
accuracy	31.557477806544423	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)))
accuracy	0	(neg.f64 x)
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))
accuracy	18.76223679225052	#s(approx (log (+ 1 (neg x))) (neg.f64 x))
accuracy	28.075952667461262	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x)))
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))))
accuracy	7.701572260395304	(/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))
accuracy	13.575846097703623	(fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))
accuracy	22.871310578281136	(log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)))

Samples

183.0ms	113×	1	valid
71.0ms	48×	2	valid
24.0ms	66×	0	valid
7.0ms	29×	0	invalid

Compiler

Compiled 611 to 82 computations (86.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 251.0ms

adjust: 51.0ms (20.3% of total)

ival-div: 45.0ms (17.9% of total)

ival-add: 44.0ms (17.5% of total)

const: 41.0ms (16.3% of total)

ival-sub: 28.0ms (11.1% of total)

ival-log1p: 17.0ms (6.8% of total)

ival-log: 11.0ms (4.4% of total)

ival-mult: 10.0ms (4% of total)

ival-neg: 3.0ms (1.2% of total)

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

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

exact: 0.0ms (0% of total)

series109.0ms (1.2%)

Memory

0.4MiB live, 116.1MiB allocated

Counts

23 → 468

Calls

Call 1

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

Outputs
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (fma.f64 (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) (*.f64 y y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 #s(literal -1 binary64) (*.f64 y y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 #s(literal -1 binary64) (*.f64 y y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 #s(literal -1 binary64) (*.f64 y y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 #s(literal -1 binary64) (*.f64 y y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (log1p.f64 (neg.f64 x)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (log1p.f64 (neg.f64 x)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (log1p.f64 (neg.f64 x)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (log1p.f64 (neg.f64 x)) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y))) #<representation binary64>) () ())) ())
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Calls

6 calls:

Time	Variable		Point	Expression
26.0ms	x	@	-inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (neg (/ (- y x) (+ -1 (* y y)))) (+ -1 (* y y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (* (+ (* (+ (* 1/3 y) 1/2) y) 1) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (log (+ 1 (neg x))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ x (+ -1 y)) (/ (- y x) (+ -1 (* y y))) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (+ (* 1/3 y) 1/2))
19.0ms	y	@	0	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (neg (/ (- y x) (+ -1 (* y y)))) (+ -1 (* y y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (* (+ (* (+ (* 1/3 y) 1/2) y) 1) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (log (+ 1 (neg x))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ x (+ -1 y)) (/ (- y x) (+ -1 (* y y))) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (+ (* 1/3 y) 1/2))
5.0ms	x	@	inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (neg (/ (- y x) (+ -1 (* y y)))) (+ -1 (* y y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (* (+ (* (+ (* 1/3 y) 1/2) y) 1) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (log (+ 1 (neg x))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ x (+ -1 y)) (/ (- y x) (+ -1 (* y y))) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (+ (* 1/3 y) 1/2))
5.0ms	y	@	-inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (neg (/ (- y x) (+ -1 (* y y)))) (+ -1 (* y y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (* (+ (* (+ (* 1/3 y) 1/2) y) 1) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (log (+ 1 (neg x))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ x (+ -1 y)) (/ (- y x) (+ -1 (* y y))) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (+ (* 1/3 y) 1/2))
4.0ms	x	@	0	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (neg (/ (- y x) (+ -1 (* y y)))) (+ -1 (* y y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (neg x) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (* (+ (* (+ (* 1/3 y) 1/2) y) 1) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (log (+ 1 (neg x))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (- 1 (/ (- x y) (- 1 y))) (/ x (+ -1 y)) (/ (- y x) (+ -1 (* y y))) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (+ (* 1/3 y) 1/2))

simplify264.0ms (3%)

Memory

3.1MiB live, 236.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	893	12488
1	2932	10424
0	8804	9641

Stop Event

1×	iter limit
1×	node limit

Counts

468 → 462

Calls

Call 1

Inputs
(+ 1 (* -1 x))
(+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x)))))
(+ 1 (+ (* -1 x) (* y (+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x))))))))
(+ 1 (+ (* -1 x) (* y (+ 1 (+ (* -1 x) (* y (+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x)))))))))))
(log (+ 1 (* -1 x)))
(+ y (log (+ 1 (* -1 x))))
(+ (log (+ 1 (* -1 x))) (* y (+ 1 (* 1/2 y))))
(+ (log (+ 1 (* -1 x))) (* y (+ 1 (* y (+ 1/2 (* 1/3 y))))))
(* -1 x)
(+ y (* -1 x))
(+ (* -1 x) (* y (+ 1 (* -1 (* x y)))))
(+ (* -1 x) (* y (+ 1 (* y (- y x)))))
-1
(- (pow y 2) 1)
(- (pow y 2) 1)
(- (pow y 2) 1)
(- 1 (log (- 1 x)))
(- (+ 1 (* -1 (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* -1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* y (- (* -1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(log (- 1 x))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* 1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (/ 1 (- 1 x))))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* y (+ (* 1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (/ 1 (- 1 x))))))
(- 1 (log (- 1 x)))
(- (+ 1 (* -1 (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* -1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* y (- (* -1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(log (- 1 x))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* 1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (/ 1 (- 1 x))))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* y (+ (* 1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (/ 1 (- 1 x))))))
y
(* y (+ 1 (* 1/2 y)))
(* y (+ 1 (* y (+ 1/2 (* 1/3 y)))))
(* y (+ 1 (* y (+ 1/2 (* y (+ 1/3 (* 1/4 y)))))))
y
(* y (+ 1 (* 1/2 y)))
(* y (+ 1 (* y (+ 1/2 (* 1/3 y)))))
(* y (+ 1 (* y (+ 1/2 (* 1/3 y)))))
(- 1 (log (- 1 x)))
(- (+ 1 (* -1 (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* -1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* y (- (* -1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(log (- 1 x))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* 1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (/ 1 (- 1 x))))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* y (+ (* 1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (/ 1 (- 1 x))))))
(log (- 1 x))
(+ y (log (- 1 x)))
(+ y (log (- 1 x)))
(+ y (log (- 1 x)))
(- 1 (log (- 1 x)))
(- (+ 1 (* -1 (* y (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* -1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(- (+ 1 (* y (- (* y (- (* -1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (+ (* -1 (/ x (- 1 x))) (/ 1 (- 1 x)))))) (log (- 1 x)))
(log (- 1 x))
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(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* 1/2 (* y (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x)))))) (/ 1 (- 1 x))))))
(+ (log (- 1 x)) (* y (+ (* -1 (/ x (- 1 x))) (+ (* y (+ (* 1/6 (* y (+ (* -6 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (+ (* 2 (/ (pow (+ 1 (* -1 x)) 3) (pow (- 1 x) 3))) (* 6 (/ (+ 1 (* -1 x)) (- 1 x))))))) (* 1/2 (+ (* -1 (/ (pow (+ 1 (* -1 x)) 2) (pow (- 1 x) 2))) (* 2 (/ (+ 1 (* -1 x)) (- 1 x))))))) (/ 1 (- 1 x))))))
(- 1 x)
(- (+ 1 (* y (+ 1 (* -1 x)))) x)
(- (+ 1 (* y (+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x))))))) x)
(- (+ 1 (* y (+ 1 (+ (* -1 x) (* y (+ 1 (+ (* -1 x) (* y (+ 1 (* -1 x)))))))))) x)
(* -1 x)
(+ (* -1 x) (* -1 (* x y)))
(+ (* -1 x) (* y (- (* -1 (* x y)) x)))
(+ (* -1 x) (* y (- (* y (- (* -1 (* x y)) x)) x)))
x
(+ x (* -1 y))
(+ x (* y (- (* x y) 1)))
(+ x (* y (- (* y (- (* -1 y) (* -1 x))) 1)))
(- 1 (log (+ 1 (* -1 x))))
(- (+ 1 (* -1 y)) (log (+ 1 (* -1 x))))
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(- (+ 1 (* y (- (* y (- (* -1/3 y) 1/2)) 1))) (log (+ 1 (* -1 x))))
1/2
(+ 1/2 (* 1/3 y))
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(+ 1/2 (* 1/3 y))
(/ (- x 1) y)
(/ (- (+ x (/ x y)) (+ 1 (/ 1 y))) y)
(/ (- (+ x (+ (/ x y) (/ x (pow y 2)))) (+ 1 (+ (/ 1 y) (/ 1 (pow y 2))))) y)
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(+ (log (- x 1)) (log (/ 1 y)))
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(/ -1 y)
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(/ (- (/ x y) (+ 1 (/ 1 (pow y 2)))) y)
(/ (- (+ (/ x y) (/ x (pow y 3))) (+ 1 (/ 1 (pow y 2)))) y)
(pow y 2)
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(* -1 (* x (+ (* -1 (/ (- 1 (* -1 (/ y (- 1 y)))) x)) (/ 1 (- 1 y)))))
(* -1 (* x (+ (* -1 (/ (- 1 (* -1 (/ y (- 1 y)))) x)) (/ 1 (- 1 y)))))
(* -1 (* x (+ (* -1 (/ (- 1 (* -1 (/ y (- 1 y)))) x)) (/ 1 (- 1 y)))))
(/ x (- y 1))
(/ x (- y 1))
(/ x (- y 1))
(/ x (- y 1))
(* -1 (/ x (- (pow y 2) 1)))
(* -1 (* x (+ (* -1 (/ y (* x (- (pow y 2) 1)))) (/ 1 (- (pow y 2) 1)))))
(* -1 (* x (+ (* -1 (/ y (* x (- (pow y 2) 1)))) (/ 1 (- (pow y 2) 1)))))
(* -1 (* x (+ (* -1 (/ y (* x (- (pow y 2) 1)))) (/ 1 (- (pow y 2) 1)))))
(- 1 (+ (log (* -1 (/ (+ 1 y) (- (pow y 2) 1)))) (* -1 (log (/ -1 x)))))
(- (+ 1 (* -1 (/ (* (+ 1 (* -1 (/ (* y (+ 1 y)) (- (pow y 2) 1)))) (- (pow y 2) 1)) (* x (+ 1 y))))) (+ (log (* -1 (/ (+ 1 y) (- (pow y 2) 1)))) (* -1 (log (/ -1 x)))))
(- (+ 1 (* -1 (/ (- (* -1/2 (/ (* (pow (+ 1 (* -1 (/ (* y (+ 1 y)) (- (pow y 2) 1)))) 2) (pow (- (pow y 2) 1) 2)) (* x (pow (+ 1 y) 2)))) (* -1 (/ (* (+ 1 (* -1 (/ (* y (+ 1 y)) (- (pow y 2) 1)))) (- (pow y 2) 1)) (+ 1 y)))) x))) (+ (log (* -1 (/ (+ 1 y) (- (pow y 2) 1)))) (* -1 (log (/ -1 x)))))
(- (+ 1 (* -1 (/ (- (* -1 (/ (- (* -1/3 (/ (* (pow (+ 1 (* -1 (/ (* y (+ 1 y)) (- (pow y 2) 1)))) 3) (pow (- (pow y 2) 1) 3)) (* x (pow (+ 1 y) 3)))) (* -1/2 (/ (* (pow (+ 1 (* -1 (/ (* y (+ 1 y)) (- (pow y 2) 1)))) 2) (pow (- (pow y 2) 1) 2)) (pow (+ 1 y) 2)))) x)) (* -1 (/ (* (+ 1 (* -1 (/ (* y (+ 1 y)) (- (pow y 2) 1)))) (- (pow y 2) 1)) (+ 1 y)))) x))) (+ (log (* -1 (/ (+ 1 y) (- (pow y 2) 1)))) (* -1 (log (/ -1 x)))))

Outputs
(-.f64 #s(literal 1 binary64) x)
(*.f64 (+.f64 #s(literal 1 binary64) y) (-.f64 #s(literal 1 binary64) x))
(fma.f64 (*.f64 (+.f64 #s(literal 1 binary64) y) (-.f64 #s(literal 1 binary64) x)) y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (fma.f64 (*.f64 (+.f64 #s(literal 1 binary64) y) (-.f64 #s(literal 1 binary64) x)) y (-.f64 #s(literal 1 binary64) x)) y (-.f64 #s(literal 1 binary64) x))
(log1p.f64 (neg.f64 x))
(+.f64 (log1p.f64 (neg.f64 x)) y)
(fma.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(neg.f64 x)
(-.f64 y x)
(fma.f64 (fma.f64 (neg.f64 x) y #s(literal 1 binary64)) y (neg.f64 x))
(fma.f64 (fma.f64 (-.f64 y x) y #s(literal 1 binary64)) y (neg.f64 x))
#s(literal -1 binary64)
(fma.f64 y y #s(literal -1 binary64))
(fma.f64 y y #s(literal -1 binary64))
(fma.f64 y y #s(literal -1 binary64))
(-.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 x)))
(-.f64 (-.f64 #s(literal 1 binary64) y) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(log1p.f64 (neg.f64 x))
(+.f64 (log1p.f64 (neg.f64 x)) y)
(fma.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(-.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 x)))
(-.f64 (-.f64 #s(literal 1 binary64) y) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(log1p.f64 (neg.f64 x))
(+.f64 (log1p.f64 (neg.f64 x)) y)
(fma.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
y
(*.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y)
(*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) 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)
y
(*.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y)
(*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)
(*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y)
(-.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 x)))
(-.f64 (-.f64 #s(literal 1 binary64) y) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(log1p.f64 (neg.f64 x))
(+.f64 (log1p.f64 (neg.f64 x)) y)
(fma.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(log1p.f64 (neg.f64 x))
(+.f64 (log1p.f64 (neg.f64 x)) y)
(+.f64 (log1p.f64 (neg.f64 x)) y)
(+.f64 (log1p.f64 (neg.f64 x)) y)
(-.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 x)))
(-.f64 (-.f64 #s(literal 1 binary64) y) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(log1p.f64 (neg.f64 x))
(+.f64 (log1p.f64 (neg.f64 x)) y)
(fma.f64 (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y (log1p.f64 (neg.f64 x)))
(-.f64 #s(literal 1 binary64) x)
(*.f64 (+.f64 #s(literal 1 binary64) y) (-.f64 #s(literal 1 binary64) x))
(fma.f64 (*.f64 (+.f64 #s(literal 1 binary64) y) (-.f64 #s(literal 1 binary64) x)) y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (fma.f64 (*.f64 (+.f64 #s(literal 1 binary64) y) (-.f64 #s(literal 1 binary64) x)) y (-.f64 #s(literal 1 binary64) x)) y (-.f64 #s(literal 1 binary64) x))
(neg.f64 x)
(neg.f64 (fma.f64 x y x))
(fma.f64 (neg.f64 y) (fma.f64 x y x) (neg.f64 x))
(fma.f64 (fma.f64 (neg.f64 y) (fma.f64 x y x) (neg.f64 x)) y (neg.f64 x))
x
(-.f64 x y)
(fma.f64 (fma.f64 x y #s(literal -1 binary64)) y x)
(fma.f64 (fma.f64 (-.f64 x y) y #s(literal -1 binary64)) y x)
(-.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 x)))
(-.f64 (-.f64 #s(literal 1 binary64) y) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
(-.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y #s(literal 1 binary64)) (log1p.f64 (neg.f64 x)))
#s(literal 1/2 binary64)
(fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64))
(fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64))
(fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64))
(/.f64 (-.f64 x #s(literal 1 binary64)) y)
(/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(literal 1 binary64)) y)
(/.f64 (-.f64 (+.f64 (+.f64 (/.f64 x (.f64 y y)) x) (/.f64 x y)) (+.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 y y)) #s(literal 1 binary64)) (/.f64 #s(literal 1 binary64) y))) y)
(/.f64 (-.f64 (-.f64 (+.f64 (+.f64 (+.f64 (/.f64 x (pow.f64 y #s(literal 3 binary64))) (/.f64 x (.f64 y y))) (/.f64 x y)) (-.f64 x #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) y)) (+.f64 (/.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (.f64 y y)))) y)
(-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y))
(+.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (/.f64 #s(literal 1 binary64) y))
(+.f64 (+.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (/.f64 #s(literal 1/2 binary64) (*.f64 y y))) (/.f64 #s(literal 1 binary64) y))
(+.f64 (+.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (+.f64 (/.f64 #s(literal 1/3 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) y))) (/.f64 #s(literal 1/2 binary64) (*.f64 y y)))
(/.f64 #s(literal -1 binary64) y)
(/.f64 (-.f64 (/.f64 x y) #s(literal 1 binary64)) y)
(/.f64 (-.f64 (-.f64 (/.f64 x y) #s(literal 1 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 y y))) y)
(/.f64 (-.f64 (+.f64 (/.f64 x (pow.f64 y #s(literal 3 binary64))) (/.f64 x y)) (+.f64 (/.f64 #s(literal 1 binary64) (*.f64 y y)) #s(literal 1 binary64))) y)
(*.f64 y y)
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 y y))) y) y)
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 y y))) y) y)
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 y y))) y) y)
(-.f64 #s(literal 1 binary64) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)))
(-.f64 (+.f64 (/.f64 x (.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(literal 1 binary64) x) y)) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y))))
(fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal -2 binary64) #s(literal -1 binary64)) (*.f64 y y)) #s(literal -1/2 binary64) (-.f64 #s(literal 1 binary64) (-.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) x)))))
(-.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 3 binary64))) #s(literal -2 binary64) (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 2 binary64))) #s(literal -6 binary64) (/.f64 (fma.f64 #s(literal -6 binary64) x #s(literal 6 binary64)) (-.f64 #s(literal 1 binary64) x)))) (pow.f64 y #s(literal 3 binary64))) #s(literal -1/6 binary64) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 x #s(literal 1 binary64))))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (/.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal -2 binary64) #s(literal -1 binary64)) y) (-.f64 (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) x) y) (-.f64 #s(literal 1 binary64) x)) (log.f64 y))))
(-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y))
(-.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) x)))
(+.f64 (-.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) x))) (/.f64 (fma.f64 (/.f64 (fma.f64 #s(literal -2 binary64) x #s(literal 2 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal 1/2 binary64) #s(literal -1/2 binary64)) (*.f64 y y)))
(+.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 3 binary64))) #s(literal -2 binary64) (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 2 binary64))) #s(literal -6 binary64) (/.f64 (fma.f64 #s(literal -6 binary64) x #s(literal 6 binary64)) (-.f64 #s(literal 1 binary64) x)))) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/6 binary64) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (/.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal -2 binary64) #s(literal -1 binary64)) y) (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) x) y) (-.f64 #s(literal 1 binary64) x)))) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)))
(-.f64 #s(literal 1 binary64) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)))
(-.f64 (+.f64 (/.f64 x (.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(literal 1 binary64) x) y)) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y))))
(fma.f64 (/.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal -2 binary64) #s(literal -1 binary64)) (*.f64 y y)) #s(literal -1/2 binary64) (-.f64 #s(literal 1 binary64) (-.f64 (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)) (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) x)))))
(-.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 3 binary64))) #s(literal -2 binary64) (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 2 binary64))) #s(literal -6 binary64) (/.f64 (fma.f64 #s(literal -6 binary64) x #s(literal 6 binary64)) (-.f64 #s(literal 1 binary64) x)))) (pow.f64 y #s(literal 3 binary64))) #s(literal -1/6 binary64) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 x #s(literal 1 binary64))))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (/.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal -2 binary64) #s(literal -1 binary64)) y) (-.f64 (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) x) y) (-.f64 #s(literal 1 binary64) x)) (log.f64 y))))
(-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y))
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(+.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 3 binary64))) #s(literal -2 binary64) (fma.f64 (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 2 binary64))) #s(literal -6 binary64) (/.f64 (fma.f64 #s(literal -6 binary64) x #s(literal 6 binary64)) (-.f64 #s(literal 1 binary64) x)))) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/6 binary64) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (/.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) #s(literal -2 binary64) #s(literal -1 binary64)) y) (/.f64 (/.f64 (-.f64 #s(literal 1 binary64) x) y) (-.f64 #s(literal 1 binary64) x)))) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y))
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(*.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 1/3 binary64))
(*.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1/3 binary64)) (pow.f64 y #s(literal 3 binary64)))
(.f64 (+.f64 (+.f64 #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (.f64 y y))) (/.f64 #s(literal 1/2 binary64) y)) (pow.f64 y #s(literal 3 binary64)))
(.f64 (+.f64 (+.f64 #s(literal 1/3 binary64) (/.f64 #s(literal 1 binary64) (.f64 y y))) (/.f64 #s(literal 1/2 binary64) y)) (pow.f64 y #s(literal 3 binary64)))
(-.f64 #s(literal 1 binary64) (-.f64 (log.f64 (-.f64 x #s(literal 1 binary64))) (log.f64 y)))
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(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(-.f64 #s(literal 1 binary64) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (fma.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) y) x) #s(literal 1 binary64)) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64))) (/.f64 (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 2 binary64)) x)) (*.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y))) x)) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
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(-.f64 (-.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64))) (/.f64 (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 2 binary64)) x) (.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y))) (neg.f64 x)) (log.f64 (/.f64 #s(literal -1 binary64) x))) (log1p.f64 (neg.f64 y)))
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(-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x)))
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(-.f64 y (log.f64 (/.f64 #s(literal -1 binary64) x)))
(-.f64 (-.f64 y (log.f64 (/.f64 #s(literal -1 binary64) x))) (/.f64 #s(literal 1 binary64) x))
(-.f64 (-.f64 y (log.f64 (/.f64 #s(literal -1 binary64) x))) (/.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) x) #s(literal 1 binary64)) x))
(-.f64 (-.f64 y (log.f64 (/.f64 #s(literal -1 binary64) x))) (/.f64 (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 #s(literal 1/3 binary64) (*.f64 x x))) (/.f64 #s(literal 1/2 binary64) x)) x))
(neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) x)))
(fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) x)) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) x))
(-.f64 (/.f64 (fma.f64 (/.f64 #s(literal 1/2 binary64) x) #s(literal -1 binary64) #s(literal -1 binary64)) x) (log.f64 (/.f64 #s(literal -1 binary64) x)))
(-.f64 (/.f64 (+.f64 (+.f64 #s(literal 1 binary64) (/.f64 #s(literal 1/3 binary64) (*.f64 x x))) (/.f64 #s(literal 1/2 binary64) x)) (neg.f64 x)) (log.f64 (/.f64 #s(literal -1 binary64) x)))
(-.f64 #s(literal 1 binary64) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (fma.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) y) x) #s(literal 1 binary64)) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64))) (/.f64 (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 2 binary64)) x)) (*.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y))) x)) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/3 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 3 binary64))) (/.f64 (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 3 binary64)) x) (.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 2 binary64))) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)))) (neg.f64 x)) (.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y))) x)) (-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (log.f64 (/.f64 #s(literal -1 binary64) x)))
(-.f64 (neg.f64 (fma.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) y) x) (log.f64 (/.f64 #s(literal -1 binary64) x)))) (log1p.f64 (neg.f64 y)))
(-.f64 (-.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64))) (/.f64 (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 2 binary64)) x) (.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y))) (neg.f64 x)) (log.f64 (/.f64 #s(literal -1 binary64) x))) (log1p.f64 (neg.f64 y)))
(-.f64 (-.f64 (/.f64 (fma.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y) (/.f64 (fma.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 3 binary64))) (/.f64 (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 3 binary64)) x) (.f64 (*.f64 #s(literal -1/2 binary64) (pow.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) #s(literal 2 binary64))) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)))) (neg.f64 x))) (neg.f64 x)) (log.f64 (/.f64 #s(literal -1 binary64) x))) (log1p.f64 (neg.f64 y)))
(/.f64 (neg.f64 x) (-.f64 #s(literal 1 binary64) y))
(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) y)) (/.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) x)) (neg.f64 x))
(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) y)) (/.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) x)) (neg.f64 x))
(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) y)) (/.f64 (+.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64)) x)) (neg.f64 x))
(/.f64 x (-.f64 y #s(literal 1 binary64)))
(/.f64 x (-.f64 y #s(literal 1 binary64)))
(/.f64 x (-.f64 y #s(literal 1 binary64)))
(/.f64 x (-.f64 y #s(literal 1 binary64)))
(/.f64 (neg.f64 x) (fma.f64 y y #s(literal -1 binary64)))
(.f64 (-.f64 (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal -1 binary64))) (/.f64 y (.f64 (fma.f64 y y #s(literal -1 binary64)) x))) (neg.f64 x))
(.f64 (-.f64 (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal -1 binary64))) (/.f64 y (.f64 (fma.f64 y y #s(literal -1 binary64)) x))) (neg.f64 x))
(.f64 (-.f64 (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal -1 binary64))) (/.f64 y (.f64 (fma.f64 y y #s(literal -1 binary64)) x))) (neg.f64 x))
(-.f64 #s(literal 1 binary64) (-.f64 (log.f64 (/.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) (fma.f64 y y #s(literal -1 binary64)))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (-.f64 #s(literal 1 binary64) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y y) (fma.f64 y y #s(literal -1 binary64)))) (/.f64 (fma.f64 y y #s(literal -1 binary64)) (fma.f64 x y x)))) (-.f64 (log.f64 (/.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) (fma.f64 y y #s(literal -1 binary64)))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y y) (fma.f64 y y #s(literal -1 binary64)))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (fma.f64 y y #s(literal -1 binary64)) #s(literal 2 binary64)) (.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) x)) #s(literal -1/2 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y y) (fma.f64 y y #s(literal -1 binary64)))) (/.f64 (fma.f64 y y #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) y)))) x)) (-.f64 (log.f64 (/.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) (fma.f64 y y #s(literal -1 binary64)))) (log.f64 (/.f64 #s(literal -1 binary64) x))))
(-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/3 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y y) (fma.f64 y y #s(literal -1 binary64)))) #s(literal 3 binary64))) (/.f64 (pow.f64 (fma.f64 y y #s(literal -1 binary64)) #s(literal 3 binary64)) (.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal 3 binary64)) x)) (.f64 (.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y y) (fma.f64 y y #s(literal -1 binary64)))) #s(literal 2 binary64)) (/.f64 (pow.f64 (fma.f64 y y #s(literal -1 binary64)) #s(literal 2 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)))) #s(literal 1/2 binary64))) x) #s(literal -1 binary64) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y y) (fma.f64 y y #s(literal -1 binary64)))) (/.f64 (fma.f64 y y #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) y)))) x)) (-.f64 (log.f64 (/.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) (fma.f64 y y #s(literal -1 binary64)))) (log.f64 (/.f64 #s(literal -1 binary64) x))))

rewrite246.0ms (2.8%)

Memory

2.4MiB live, 325.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	45	304
0	71	304
1	329	300
2	2851	300
0	8625	284

Stop Event

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

Counts

23 → 343

Calls

Call 1

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

Outputs
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eval148.0ms (1.7%)

Memory: 1.1MiB live, 271.2MiB allocated
Compiler: Compiled 29 774 to 2 735 computations (90.8% saved)

prune36.0ms (0.4%)

Memory

31.9MiB live, 108.3MiB allocated

Pruning

24 alts after pruning (17 fresh and 7 done)

	Pruned	Kept	Total
New	820	7	827
Fresh	3	10	13
Picked	1	4	5
Done	0	3	3
Total	824	24	848

Accuracy

100.0%

Counts

848 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
	39.1%	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) #s(literal 3 binary64))) (fma.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) (+.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) #s(literal 1 binary64)) #s(literal 1 binary64)))
▶	43.0%	(-.f64 #s(literal 1 binary64) (log.f64 (fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))))
✓	39.4%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))
✓	45.1%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))
	22.6%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 x y)))))
	22.0%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y)))))
	25.9%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ x (+ -1 y)) (neg.f64 (fma.f64 x y x))))))
	27.9%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ x (+ -1 y)) (neg.f64 x)))))
✓	62.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)))
✓	41.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
✓	64.5%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
▶	40.4%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y)))))
▶	41.1%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x))))
	21.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal -1 binary64) #s(literal -1 binary64)) y)))))
	20.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)) (/.f64 #s(literal 1/2 binary64) (*.f64 y y))))))
▶	21.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))))
	39.3%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 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))))
✓	39.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))))
	39.3%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (.f64 (fma.f64 #s(approx (+ ( 1/3 y) 1/2) #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))))
▶	42.6%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x)))))
	41.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) x #s(literal -1/3 binary64)) x #s(literal -1/2 binary64)) x #s(literal -1 binary64)) x))))
	42.4%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) x #s(literal -1/2 binary64)) x #s(literal -1 binary64)) x))))
	41.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 #s(literal -1/2 binary64) x #s(literal -1 binary64)) x))))
✓	42.7%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))

Compiler

Compiled 1 151 to 764 computations (33.6% saved)

simplify120.0ms (1.4%)

Memory

-0.6MiB live, 120.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y))))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))))
cost-diff	576	(+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y))
cost-diff	0	(log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y)))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y))))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y)))))
cost-diff	128	(*.f64 (+.f64 #s(literal 1 binary64) y) y)
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x)))))
cost-diff	64	(-.f64 #s(literal 0 binary64) (*.f64 x x))
cost-diff	192	(+.f64 #s(literal 0 binary64) x)
cost-diff	1024	(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x))
cost-diff	0	(-.f64 y x)
cost-diff	0	#s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x))
cost-diff	0	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x)))
cost-diff	0	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x))))
cost-diff	0	(neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64)))))
cost-diff	0	(-.f64 #s(literal 1 binary64) (log.f64 (fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))))
cost-diff	64	(log.f64 (fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)))
cost-diff	128	(fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	451
0	78	425
1	140	425
2	272	409
3	534	409
4	1046	409
5	2505	409
6	5248	405
7	7490	405
0	8061	367

Stop Event

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

Calls

Call 1

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

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

localize419.0ms (4.8%)

Memory

-22.8MiB live, 262.5MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))))
accuracy	0.0078125	(+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y))
accuracy	17.713149416443187	#s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))
accuracy	17.96597307204258	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y))))
accuracy	0.00390625	(*.f64 (+.f64 #s(literal 1 binary64) y) y)
accuracy	15.824290405078488	(log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y)))
accuracy	17.211601703655585	#s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y))
accuracy	17.96597307204258	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 #s(approx (/ y (- 1 y)) (*.f64 (+.f64 #s(literal 1 binary64) y) y))))
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x)))))
accuracy	11.333718766420885	#s(approx (log (+ 1 (neg x))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x)))
accuracy	17.025438361230115	(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x))
accuracy	20.814890424131615	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)) (+.f64 #s(literal 0 binary64) x))))
accuracy	0	(-.f64 y x)
accuracy	0.00390625	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x))))
accuracy	9.005411842691352	#s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x))
accuracy	16.477673457062313	#s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x)))
accuracy	7.6895405805828405	(/.f64 y (fma.f64 y y #s(literal -1 binary64)))
accuracy	10.416877089064348	(log.f64 (fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)))
accuracy	13.575846097703623	(fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))
accuracy	15.912333525757367	#s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))

Samples

293.0ms	71×	1	valid
47.0ms	114×	0	invalid
30.0ms	38×	2	valid
9.0ms	33×	0	valid

Compiler

Compiled 723 to 95 computations (86.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 342.0ms

adjust: 249.0ms (72.8% of total)

ival-sub: 29.0ms (8.5% of total)

ival-div: 15.0ms (4.4% of total)

ival-log: 13.0ms (3.8% of total)

ival-mult: 12.0ms (3.5% of total)

ival-add: 11.0ms (3.2% of total)

ival-log1p: 10.0ms (2.9% of total)

ival-neg: 3.0ms (0.9% of total)

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

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

exact: 0.0ms (0% of total)

series65.0ms (0.7%)

Memory

5.8MiB live, 79.3MiB allocated

Counts

25 → 480

Calls

Call 1

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

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

6 calls:

Time	Variable		Point	Expression
22.0ms	y	@	-inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (neg (/ (- y x) (+ -1 (* y y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (- y x) (/ (- 0 (* x x)) (+ 0 x)) (+ 0 x) (- 0 (* x x)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (* (+ 1 y) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (+ (log (/ -1 y)) (/ 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ (- y x) (+ -1 (* y y))) (/ y (+ (* y y) -1)) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (/ y (- 1 y)))
5.0ms	y	@	0	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (neg (/ (- y x) (+ -1 (* y y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (- y x) (/ (- 0 (* x x)) (+ 0 x)) (+ 0 x) (- 0 (* x x)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (* (+ 1 y) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (+ (log (/ -1 y)) (/ 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ (- y x) (+ -1 (* y y))) (/ y (+ (* y y) -1)) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (/ y (- 1 y)))
4.0ms	y	@	inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (neg (/ (- y x) (+ -1 (* y y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (- y x) (/ (- 0 (* x x)) (+ 0 x)) (+ 0 x) (- 0 (* x x)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (* (+ 1 y) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (+ (log (/ -1 y)) (/ 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ (- y x) (+ -1 (* y y))) (/ y (+ (* y y) -1)) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (/ y (- 1 y)))
2.0ms	x	@	-inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (neg (/ (- y x) (+ -1 (* y y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (- y x) (/ (- 0 (* x x)) (+ 0 x)) (+ 0 x) (- 0 (* x x)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (* (+ 1 y) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (+ (log (/ -1 y)) (/ 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ (- y x) (+ -1 (* y y))) (/ y (+ (* y y) -1)) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (/ y (- 1 y)))
2.0ms	x	@	inf	((+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1) (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1)) (- 1 (log (+ (* (neg (/ (- y x) (+ -1 (* y y)))) (+ y 1)) 1))) (neg (/ (- y x) (+ -1 (* y y)))) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (+ (log (+ 1 (neg x))) y) (- y x) (/ (- 0 (* x x)) (+ 0 x)) (+ 0 x) (- 0 (* x x)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (* (+ 1 y) y) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (+ (log (/ -1 y)) (/ 1 y)) (- 1 (log (- 1 (/ (- x y) (- 1 y))))) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (/ y (- 1 y)))) (/ (- y x) (+ -1 (* y y))) (/ y (+ (* y y) -1)) (log (- 1 (/ (- x y) (- 1 y)))) (log (+ 1 (neg x))) (/ y (- 1 y)))

simplify178.0ms (2%)

Memory

8.5MiB live, 163.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	862	11599
1	2787	10080
0	8678	9298

Stop Event

1×	iter limit
1×	node limit

Counts

480 → 457

Calls

Call 1

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

rewrite195.0ms (2.2%)

Memory

14.1MiB live, 171.9MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	414
0	78	383
1	395	371
2	3385	367
0	9070	326

Stop Event

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

Counts

25 → 603

Calls

Call 1

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

Outputs
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eval161.0ms (1.8%)

Memory: -17.7MiB live, 291.8MiB allocated
Compiler: Compiled 42 124 to 3 719 computations (91.2% saved)

prune49.0ms (0.6%)

Memory

-1.7MiB live, 165.8MiB allocated

Pruning

27 alts after pruning (17 fresh and 10 done)

	Pruned	Kept	Total
New	1 055	5	1 060
Fresh	0	12	12
Picked	2	3	5
Done	0	7	7
Total	1 057	27	1 084

Accuracy

100.0%

Counts

1 084 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
	39.1%	(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) #s(literal 3 binary64))) (fma.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) (+.f64 (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))) #s(literal 1 binary64)) #s(literal 1 binary64)))
	41.6%	(/.f64 (-.f64 #s(literal 1 binary64) (*.f64 #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) x)) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) x)))) (+.f64 #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) x)) #s(literal 1 binary64)))
✓	43.0%	(-.f64 #s(literal 1 binary64) (log.f64 (fma.f64 (neg.f64 #s(approx (/ (- y x) (+ -1 (* y y))) (/.f64 y (fma.f64 y y #s(literal -1 binary64))))) (+.f64 y #s(literal 1 binary64)) #s(literal 1 binary64))))
✓	39.4%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))
✓	45.1%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))
	22.6%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 x y)))))
	22.0%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y)))))
	25.9%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ x (+ -1 y)) (neg.f64 (fma.f64 x y x))))))
	27.9%	(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ x (+ -1 y)) (neg.f64 x)))))
✓	62.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y)))
✓	41.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
✓	64.5%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
	40.2%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 #s(approx (/ y (- 1 y)) #s(approx (* (+ 1 y) y) (*.f64 y y))))))
✓	41.1%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) (-.f64 y x))))
	41.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (+ (log (+ 1 (neg x))) y) #s(approx (- y x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 x y)) y)))))
	21.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal -1 binary64) #s(literal -1 binary64)) y)))))
	20.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)) (/.f64 #s(literal 1/2 binary64) (*.f64 y y))))))
✓	21.0%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 #s(literal 1 binary64) y)))))
	39.3%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 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))))
✓	39.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (*.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) y #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))))
	39.3%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) (.f64 (fma.f64 #s(approx (+ ( 1/3 y) 1/2) #s(literal 1/2 binary64)) y #s(literal 1 binary64)) y))))
	5.9%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (/ y (- 1 y)))) #s(approx (+ (log (/ -1 y)) (/ 1 y)) (/.f64 #s(literal 1 binary64) y)))))
	41.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) x #s(literal -1/3 binary64)) x #s(literal -1/2 binary64)) x #s(literal -1 binary64)) x))))
	42.4%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) x #s(literal -1/2 binary64)) x #s(literal -1 binary64)) x))))
	41.8%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (*.f64 (fma.f64 #s(literal -1/2 binary64) x #s(literal -1 binary64)) x))))
✓	42.7%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))
	41.7%	(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) x)))

Compiler

Compiled 1 836 to 748 computations (59.3% saved)

regimes71.0ms (0.8%)

Memory

4.4MiB live, 162.6MiB allocated

Counts

39 → 2

Calls

Call 1

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

Outputs

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

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

Calls

6 calls:

14.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
12.0ms	x
12.0ms	y
10.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
10.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
83.3%	3	`x`
100.0%	3	`y`
100.0%	2	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
100.0%	2	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
100.0%	2	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
100.0%	2	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`

Compiler

Compiled 40 to 34 computations (15% saved)

regimes52.0ms (0.6%)

Memory

-18.2MiB live, 86.3MiB allocated

Counts

36 → 2

Calls

Call 1

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

Outputs

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

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y))))

Calls

4 calls:

19.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
11.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
10.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
9.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
99.9%	2	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
99.9%	2	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
99.9%	2	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
99.9%	2	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`

Compiler

Compiled 38 to 30 computations (21.1% saved)

regimes83.0ms (0.9%)

Memory

7.1MiB live, 45.1MiB allocated

Counts

34 → 2

Calls

Call 1

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

Outputs

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

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(literal 1 binary64)) y))))

Calls

4 calls:

53.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))
10.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
9.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
8.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
99.9%	2	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
99.9%	2	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
99.9%	2	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
99.9%	2	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`

Compiler

Compiled 38 to 30 computations (21.1% saved)

regimes133.0ms (1.5%)

Memory

2.9MiB live, 41.0MiB allocated

Counts

30 → 2

Calls

Call 1

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

Outputs

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

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))

Calls

4 calls:

106.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
9.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
8.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
8.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
99.6%	2	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
99.6%	2	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
99.6%	2	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
99.6%	2	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`

Compiler

Compiled 38 to 30 computations (21.1% saved)

regimes112.0ms (1.3%)

Memory

6.8MiB live, 47.0MiB allocated

Counts

27 → 3

Calls

Call 1

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

Outputs

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))

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

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))

Calls

5 calls:

80.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))
8.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
8.0ms	y
8.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
7.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
99.1%	3	`y`
98.8%	3	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
98.8%	3	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
98.8%	3	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
98.8%	3	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`

Compiler

Compiled 39 to 32 computations (17.9% saved)

regimes135.0ms (1.5%)

Memory

7.5MiB live, 45.6MiB allocated

Counts

26 → 3

Calls

Call 1

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

Outputs

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y)))))

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

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

Calls

5 calls:

104.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
8.0ms	y
7.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
7.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))
7.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
91.7%	3	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
91.7%	3	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
91.7%	3	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
91.7%	3	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`
92.2%	3	`y`

Compiler

Compiled 39 to 32 computations (17.9% saved)

regimes90.0ms (1%)

Memory

-26.6MiB live, 11.6MiB allocated

Counts

25 → 3

Calls

Call 1

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

Outputs

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y)))))

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

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 x y)))))

Calls

1 calls:

88.0ms

Results

Accuracy	Segments	Branch
92.2%	3	`y`

Compiler

Compiled 1 to 2 computations (-100% saved)

regimes69.0ms (0.8%)

Memory

11.8MiB live, 49.9MiB allocated

Counts

23 → 2

Calls

Call 1

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

Outputs

(-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y)))))

(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))

Calls

6 calls:

34.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
7.0ms	y
7.0ms	x
7.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
6.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
64.5%	1	`x`
81.3%	2	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
81.3%	2	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`
81.3%	2	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
81.3%	2	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`
81.0%	2	`y`

Compiler

Compiled 40 to 34 computations (15% saved)

regimes50.0ms (0.6%)

Memory

0.2MiB live, 40.3MiB allocated

Counts

22 → 1

Calls

Call 1

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

Outputs
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))

Calls

5 calls:

24.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
7.0ms	y
7.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
6.0ms	(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))
6.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
64.5%	1	`y`
64.5%	1	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
64.5%	1	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`
64.5%	1	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
64.5%	1	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`

Compiler

Compiled 39 to 32 computations (17.9% saved)

regimes30.0ms (0.3%)

Memory

-2.8MiB live, 35.5MiB allocated

Counts

14 → 1

Calls

Call 1

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

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

Calls

6 calls:

6.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
5.0ms	x
5.0ms	y
4.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
4.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
42.7%	1	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
42.7%	1	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`
42.7%	1	`x`
42.7%	1	`y`
42.7%	1	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
42.7%	1	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`

Compiler

Compiled 40 to 34 computations (15% saved)

regimes8.0ms (0.1%)

Memory

13.7MiB live, 13.7MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

6 calls:

1.0ms	(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))
1.0ms	y
1.0ms	(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))
1.0ms	x
1.0ms	(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
41.7%	1	`(-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))))`
41.7%	1	`(/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))`
41.7%	1	`x`
41.7%	1	`y`
41.7%	1	`(log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))`
41.7%	1	`(-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)))`

Compiler

Compiled 40 to 34 computations (15% saved)

bsearch1.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	0.9570290599854422	0.9999640689546272

Compiler

Compiled 15 to 15 computations (0% saved)

bsearch0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	0.9570290599854422	0.9999640689546272

Compiler

Compiled 15 to 15 computations (0% saved)

bsearch0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	0.9999867755217922	0.9999999989572714

Compiler

Compiled 15 to 15 computations (0% saved)

bsearch0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	0.9999867755217922	0.9999999989572714

Compiler

Compiled 15 to 15 computations (0% saved)

bsearch145.0ms (1.7%)

Memory

-11.9MiB live, 141.2MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
103.0ms	0.00037997866772612927	4.136003459773172e+34
18.0ms	-27830.08561482356	-0.00021895490941557533

Samples

69.0ms	610×	0	invalid
20.0ms	320×	0	valid

Compiler

Compiled 735 to 594 computations (19.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 66.0ms

ival-sub: 50.0ms (75.7% of total)

ival-div: 7.0ms (10.6% of total)

ival-log: 7.0ms (10.6% of total)

ival-true: 1.0ms (1.5% of total)

exact: 1.0ms (1.5% of total)

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

bsearch35.0ms (0.4%)

Memory

24.6MiB live, 62.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	0.00037997866772612927	4.136003459773172e+34
18.0ms	-27830.08561482356	-0.00021895490941557533

Samples

15.0ms	240×	0	valid
3.0ms	43×	0	invalid

Compiler

Compiled 771 to 632 computations (18% saved)

Precisions

Click to see histograms. Total time spent on operations: 11.0ms

ival-sub: 5.0ms (45.2% of total)

ival-log: 3.0ms (27.1% of total)

ival-div: 2.0ms (18.1% of total)

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

exact: 0.0ms (0% of total)

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

bsearch3.0ms (0%)

Memory

5.9MiB live, 5.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	0.00037997866772612927	4.136003459773172e+34
1.0ms	-27830.08561482356	-0.00021895490941557533

Compiler

Compiled 815 to 643 computations (21.1% saved)

bsearch0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	3.593104537280567e-5	0.04297094001455781

Compiler

Compiled 15 to 15 computations (0% saved)

simplify62.0ms (0.7%)

Memory

-28.0MiB live, 90.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	99	501
1	148	501
2	222	501
3	292	501
4	360	501
5	471	501
6	581	501
7	769	501
8	977	501
9	1038	501
10	1056	501
11	1058	501

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)) #s(literal 1080863910568919/1125899906842624 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (+.f64 (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y) (-.f64 x #s(literal 1 binary64))) y)))))
(if (<=.f64 (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)) #s(literal 1080863910568919/1125899906842624 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y)))))
(if (<=.f64 (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)) #s(literal 9007109182748445/9007199254740992 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(literal 1 binary64)) y)))))
(if (<=.f64 (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y)) #s(literal 9007109182748445/9007199254740992 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y)))))
(if (<=.f64 y #s(literal -7/4 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y)))) (if (<=.f64 y #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))))
(if (<=.f64 y #s(literal -34 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y))))) (if (<=.f64 y #s(literal 1080863910568919/18014398509481984 binary64)) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))))
(if (<=.f64 y #s(literal -34 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y))))) (if (<=.f64 y #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 x y)))))))
(if (<=.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (-.f64 #s(literal 1 binary64) y))) #s(literal 7378697629483821/147573952589676412928 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y))))) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x)))))
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) x)))

Outputs
(if (<=.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y)) #s(literal 1080863910568919/1125899906842624 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) x)) y)))))
(if (<=.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y)) #s(literal 1080863910568919/1125899906842624 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (-.f64 x (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) y)) x) y)) #s(literal 1 binary64)) y)))))
(if (<=.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y)) #s(literal 9007109182748445/9007199254740992 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 (+.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) x) #s(literal 1 binary64)) y)))))
(if (<=.f64 (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y)) #s(literal 9007109182748445/9007199254740992 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y))))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y)))))
(if (<=.f64 y #s(literal -7/4 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y)))) (if (<=.f64 y #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 (-.f64 x #s(literal 1 binary64)) y))))))
(if (<=.f64 y #s(literal -34 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y))))) (if (<=.f64 y #s(literal 1080863910568919/18014398509481984 binary64)) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) (/.f64 x (+.f64 #s(literal -1 binary64) y)))))))
(if (<=.f64 y #s(literal -34 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y))))) (if (<=.f64 y #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (+.f64 (log1p.f64 (neg.f64 x)) y))) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 x y)))))))
(if (<=.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 y x) (+.f64 #s(literal -1 binary64) y))) #s(literal 7378697629483821/147573952589676412928 binary64)) (-.f64 #s(literal 1 binary64) (log.f64 #s(approx (- 1 (/ (- x y) (- 1 y))) #s(approx (/ (- x 1) y) (/.f64 #s(literal -1 binary64) y))))) (-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x)))))
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) (log1p.f64 (neg.f64 x))))
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) (neg.f64 x))))
(-.f64 #s(literal 1 binary64) #s(approx (log (- 1 (/ (- x y) (- 1 y)))) #s(approx (log (+ 1 (neg x))) x)))

soundness799.0ms (9.1%)

Memory

19.5MiB live, 772.9MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	45	304
0	71	304
1	329	300
2	2851	300
0	8625	284
0	1585	35799
1	5358	30611
0	8507	28604
0	432	2626
1	1404	2020
2	4892	1789
0	8560	1696
0	53	414
0	78	383
1	395	371
2	3385	367
0	9070	326

Stop Event

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

Compiler

Compiled 626 to 228 computations (63.6% saved)

preprocess112.0ms (1.3%)

Memory: 18.0MiB live, 132.1MiB allocated
Compiler: Compiled 1 132 to 262 computations (76.9% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze205.0ms (2.3%)

sample1.8s (21%)

explain267.0ms (3.1%)

preprocess95.0ms (1.1%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify27.0ms (0.3%)

localize58.0ms (0.7%)

series20.0ms (0.2%)

simplify180.0ms (2.1%)

rewrite147.0ms (1.7%)

eval54.0ms (0.6%)

prune15.0ms (0.2%)

simplify80.0ms (0.9%)

localize247.0ms (2.8%)

series115.0ms (1.3%)

simplify296.0ms (3.4%)

rewrite224.0ms (2.6%)

eval335.0ms (3.8%)

prune39.0ms (0.4%)

simplify199.0ms (2.3%)

localize329.0ms (3.8%)

series109.0ms (1.2%)

simplify264.0ms (3%)

rewrite246.0ms (2.8%)

eval148.0ms (1.7%)

prune36.0ms (0.4%)

simplify120.0ms (1.4%)

localize419.0ms (4.8%)

series65.0ms (0.7%)

simplify178.0ms (2%)

rewrite195.0ms (2.2%)

eval161.0ms (1.8%)

prune49.0ms (0.6%)

regimes71.0ms (0.8%)

regimes52.0ms (0.6%)

regimes83.0ms (0.9%)

regimes133.0ms (1.5%)

regimes112.0ms (1.3%)

regimes135.0ms (1.5%)

regimes90.0ms (1%)

regimes69.0ms (0.8%)

regimes50.0ms (0.6%)

regimes30.0ms (0.3%)

regimes8.0ms (0.1%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

bsearch145.0ms (1.7%)

bsearch35.0ms (0.4%)

bsearch3.0ms (0%)

bsearch0.0ms (0%)

simplify62.0ms (0.7%)

soundness799.0ms (9.1%)

preprocess112.0ms (1.3%)

end0.0ms (0%)

Profiling