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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze85.0ms (0.6%)

Memory

7.1MiB live, 120.4MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 19 to 16 computations (15.8% saved)

sample2.5s (17.1%)

Memory

14.5MiB live, 2 727.4MiB allocated

Samples

983.0ms	2 066×	1	valid
919.0ms	6 190×	0	valid
1.0ms	6×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.5s

ival-log: 778.0ms (52.3% of total)

ival-sub: 386.0ms (25.9% of total)

ival-mult: 157.0ms (10.5% of total)

adjust: 101.0ms (6.8% of total)

ival-add: 51.0ms (3.4% of total)

ival-true: 7.0ms (0.5% of total)

exact: 5.0ms (0.3% of total)

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

Bogosity

explain647.0ms (4.5%)

Memory

32.6MiB live, 745.0MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	256	0

Confusion

	Predicted +	Predicted -
+	31	0
-	225	0

Precision

0.12109375

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	31	0	0
-	225	0	0

Precision?

0.12109375

Recall?

1.0

Freqs

test

number	freq
1	256

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

289.0ms	116×	2	valid
208.0ms	378×	1	valid
2.0ms	18×	0	valid

Compiler

Compiled 219 to 60 computations (72.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 250.0ms

ival-log: 135.0ms (54% of total)

ival-mult: 66.0ms (26.4% of total)

ival-sub: 22.0ms (8.8% of total)

adjust: 21.0ms (8.4% of total)

ival-add: 5.0ms (2% of total)

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

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

exact: 0.0ms (0% of total)

preprocess201.0ms (1.4%)

Memory

-28.5MiB live, 161.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.7MiB live, 0.7MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune12.0ms (0.1%)

Memory

25.4MiB live, 25.4MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	89.3%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify129.0ms (0.9%)

Memory

3.2MiB live, 117.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize186.0ms (1.3%)

Memory

-38.9MiB live, 185.9MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.0234375	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.12109375	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	59.35718235126797	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

100.0ms	189×	1	valid
55.0ms	58×	2	valid
1.0ms	9×	0	valid

Compiler

Compiled 134 to 30 computations (77.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 109.0ms

ival-log: 43.0ms (39.6% of total)

adjust: 35.0ms (32.2% of total)

ival-sub: 20.0ms (18.4% of total)

ival-mult: 7.0ms (6.4% of total)

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

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

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

exact: 0.0ms (0% of total)

series376.0ms (2.6%)

Memory

12.6MiB live, 120.0MiB allocated

Counts

5 → 144

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
146.0ms	y	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
106.0ms	x	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
77.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
13.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
10.0ms	t	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))

simplify323.0ms (2.2%)

Memory

18.7MiB live, 288.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	226	2467
1	700	2291
2	2128	2149
3	7416	2149
0	8643	1990

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

Calls

Call 1

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

Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(neg.f64 t)
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(neg.f64 t)
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
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(-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (log1p.f64 (neg.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)) (log1p.f64 (neg.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(neg.f64 (log1p.f64 (neg.f64 y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(.f64 (+.f64 (/.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(.f64 (+.f64 (/.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(.f64 (+.f64 (/.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (-.f64 (log1p.f64 (neg.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) z)) z)
(*.f64 (-.f64 (log1p.f64 (neg.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) z)) z)
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rewrite440.0ms (3.1%)

Memory

28.6MiB live, 420.9MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Counts

5 → 485

Calls

Call 1

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

Outputs
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eval170.0ms (1.2%)

Memory: -15.3MiB live, 253.7MiB allocated
Compiler: Compiled 22 790 to 1 860 computations (91.8% saved)

prune60.0ms (0.4%)

Memory

0.5MiB live, 83.4MiB allocated

Pruning

16 alts after pruning (16 fresh and 0 done)

	Pruned	Kept	Total
New	613	16	629
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	614	16	630

Accuracy

100.0%

Counts

630 → 16

Alt Table

Click to see full alt table

Status	Accuracy	Program
	99.3%	(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
	80.1%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
	80.1%	(fma.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
▶	99.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
	69.2%	(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	89.3%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶	69.2%	(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	88.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
▶	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	68.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	86.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
	81.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
	13.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	32.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	38.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 822 to 596 computations (27.5% saved)

simplify188.0ms (1.3%)

Memory

-42.4MiB live, 187.3MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	64	(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff	128	(+.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	1792	(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))))
cost-diff	0	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	64	(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff	128	(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff	1088	(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(*.f64 (log1p.f64 (neg.f64 y)) z)
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	43	346
0	71	309
1	123	301
2	241	298
3	726	298
4	2556	298
5	5881	298
0	8097	294

Stop Event

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

Calls

Call 1

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

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

localize323.0ms (2.2%)

Memory

4.0MiB live, 399.0MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.05859375	(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
accuracy	0.29296875	(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))))
accuracy	13.298453622284498	(/.f64 (-.f64 x #s(literal -1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))
accuracy	59.35718235126797	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.0234375	(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.03125	(/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))
accuracy	0.17416000976844204	(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
accuracy	59.35718235126797	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.0078125	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	52.868968269171404	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(neg.f64 t)
accuracy	39.26240857353568	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.0078125	(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
accuracy	0.09375	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
accuracy	0.25	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
accuracy	0.3820929224913767	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))

Samples

216.0ms	189×	1	valid
54.0ms	58×	2	valid
2.0ms	9×	0	valid

Compiler

Compiled 704 to 83 computations (88.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 190.0ms

ival-sub: 45.0ms (23.7% of total)

ival-log: 44.0ms (23.2% of total)

ival-mult: 38.0ms (20% of total)

adjust: 25.0ms (13.2% of total)

ival-div: 18.0ms (9.5% of total)

ival-add: 15.0ms (7.9% of total)

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

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

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

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

exact: 0.0ms (0% of total)

series234.0ms (1.6%)

Memory

15.4MiB live, 362.6MiB allocated

Counts

21 → 660

Calls

Call 1

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

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

12 calls:

Time	Variable		Point	Expression
69.0ms	z	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (- (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg t)) (neg y) (/ 1 (- x 1)) (/ (- x -1) (* (+ (* x x) -1) (log y))) (* (+ (* x x) -1) (log y)))
33.0ms	y	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (- (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg t)) (neg y) (/ 1 (- x 1)) (/ (- x -1) (* (+ (* x x) -1) (log y))) (* (+ (* x x) -1) (log y)))
21.0ms	z	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (- (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg t)) (neg y) (/ 1 (- x 1)) (/ (- x -1) (* (+ (* x x) -1) (log y))) (* (+ (* x x) -1) (log y)))
16.0ms	y	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (- (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg t)) (neg y) (/ 1 (- x 1)) (/ (- x -1) (* (+ (* x x) -1) (log y))) (* (+ (* x x) -1) (log y)))
14.0ms	y	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (- (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg t)) (neg y) (/ 1 (- x 1)) (/ (- x -1) (* (+ (* x x) -1) (log y))) (* (+ (* x x) -1) (log y)))

simplify552.0ms (3.8%)

Memory

-108.0MiB live, 445.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	757	14309
1	2396	13435
2	7892	13339
0	8559	12378

Stop Event

1×	iter limit
1×	node limit

Counts

660 → 660

Calls

Call 1

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

rewrite282.0ms (2%)

Memory

11.2MiB live, 360.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	43	265
0	71	231
1	330	220
2	2887	220
0	8876	216

Stop Event

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

Counts

21 → 2 120

Calls

Call 1

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

Outputs
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#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval625.0ms (4.4%)

Memory: 22.8MiB live, 756.4MiB allocated
Compiler: Compiled 125 090 to 5 472 computations (95.6% saved)

prune272.0ms (1.9%)

Memory

-9.4MiB live, 184.7MiB allocated

Pruning

27 alts after pruning (26 fresh and 1 done)

	Pruned	Kept	Total
New	2 858	24	2 882
Fresh	9	2	11
Picked	4	1	5
Done	0	0	0
Total	2 871	27	2 898

Accuracy

100.0%

Counts

2 898 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	80.1%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	64.0%	(pow.f64 (pow.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	38.4%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 3 binary64))) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (neg.f64 (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))))))
	74.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1 binary64) (.f64 (+.f64 #s(literal 0 binary64) t) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal 1 binary64))))))
	99.3%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
	32.3%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 (log.f64 y) x))))
▶	32.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
	13.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
	38.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	70.9%	(-.f64 (/.f64 (fma.f64 (.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))) (.f64 (+.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))) (*.f64 (+.f64 z #s(literal 1 binary64)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
	60.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal 1 binary64))))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	99.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)))) t)
	89.2%	(-.f64 (+.f64 (/.f64 #s(literal -1 binary64) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))) (log.f64 y))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	88.7%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
	68.9%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	79.4%	(-.f64 #s(approx (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))) t)
	68.6%	(-.f64 #s(approx (+ (/ 1 (/ (- x -1) (* (+ (* x x) -1) (log y)))) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
▶	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	49.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	49.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
▶	49.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	49.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
	13.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
▶	32.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
	86.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
	16.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	38.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 580 to 1 156 computations (26.8% saved)

simplify292.0ms (2%)

Memory

-14.9MiB live, 174.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	318
0	78	307
1	129	307
2	232	307
3	689	307
4	2042	303
5	5055	303
0	8238	293

Stop Event

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

Calls

Call 1

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

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

localize303.0ms (2.1%)

Memory

28.3MiB live, 189.1MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0	(log.f64 y)
accuracy	0.0078125	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))
accuracy	0.1171875	(/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64)))
accuracy	12.7116820347929	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
accuracy	0.25	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
accuracy	0.2578125	(/.f64 #s(literal 1 binary64) (log.f64 y))
accuracy	0.26171875	(/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)
accuracy	43.192958912977964	#s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x))
accuracy	0	(log.f64 y)
accuracy	0.2578125	(*.f64 (log.f64 y) x)
accuracy	43.19882550261872	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 y)
accuracy	0.0078125	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
accuracy	0.6651419487936183	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy	52.868968269171404	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
accuracy	0	(log.f64 y)
accuracy	0.01171875	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy	0.12109375	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.3191875979758392	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))

Samples

160.0ms	95×	1	valid
114.0ms	161×	0	valid

Compiler

Compiled 607 to 92 computations (84.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 169.0ms

ival-log: 96.0ms (56.7% of total)

ival-mult: 31.0ms (18.3% of total)

ival-div: 10.0ms (5.9% of total)

ival-add: 10.0ms (5.9% of total)

ival-sub: 9.0ms (5.3% of total)

adjust: 8.0ms (4.7% of total)

ival-log1p: 2.0ms (1.2% of total)

ival-neg: 2.0ms (1.2% of total)

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

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

exact: 0.0ms (0% of total)

series413.0ms (2.9%)

Memory

-17.5MiB live, 219.9MiB allocated

Counts

21 → 624

Calls

Call 1

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

12 calls:

Time	Variable		Point	Expression
127.0ms	z	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log y) x) (log y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/ (/ 1 (log y)) x) (/ 1 (log y)) (+ (* (+ (* x x) -1) (/ (log y) (- x -1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t))) (+ (* x x) -1) (/ (log y) (- x -1)) (* (- x 1) (log y)) (neg y) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)))
123.0ms	t	@	0	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log y) x) (log y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/ (/ 1 (log y)) x) (/ 1 (log y)) (+ (* (+ (* x x) -1) (/ (log y) (- x -1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t))) (+ (* x x) -1) (/ (log y) (- x -1)) (* (- x 1) (log y)) (neg y) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)))
28.0ms	x	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log y) x) (log y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/ (/ 1 (log y)) x) (/ 1 (log y)) (+ (* (+ (* x x) -1) (/ (log y) (- x -1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t))) (+ (* x x) -1) (/ (log y) (- x -1)) (* (- x 1) (log y)) (neg y) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)))
20.0ms	x	@	0	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log y) x) (log y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/ (/ 1 (log y)) x) (/ 1 (log y)) (+ (* (+ (* x x) -1) (/ (log y) (- x -1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t))) (+ (* x x) -1) (/ (log y) (- x -1)) (* (- x 1) (log y)) (neg y) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)))
15.0ms	y	@	0	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log y) x) (log y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/ (/ 1 (log y)) x) (/ 1 (log y)) (+ (* (+ (* x x) -1) (/ (log y) (- x -1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t))) (+ (* x x) -1) (/ (log y) (- x -1)) (* (- x 1) (log y)) (neg y) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)))

simplify379.0ms (2.6%)

Memory

17.7MiB live, 142.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	788	12839
1	2516	12004
0	8229	11055

Stop Event

1×	iter limit
1×	node limit

Counts

624 → 624

Calls

Call 1

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

rewrite471.0ms (3.3%)

Memory

-29.1MiB live, 252.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	50	277
0	78	266
1	339	262
2	2566	262
0	9262	241

Stop Event

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

Counts

21 → 691

Calls

Call 1

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

Outputs
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eval395.0ms (2.8%)

Memory: 12.8MiB live, 356.9MiB allocated
Compiler: Compiled 56 621 to 3 641 computations (93.6% saved)

prune59.0ms (0.4%)

Memory

31.7MiB live, 158.0MiB allocated

Pruning

28 alts after pruning (24 fresh and 4 done)

	Pruned	Kept	Total
New	1 407	12	1 419
Fresh	9	12	21
Picked	2	3	5
Done	0	1	1
Total	1 418	28	1 446

Accuracy

100.0%

Counts

1 446 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
	79.8%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
	69.0%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)) (neg.f64 t)))
	17.3%	(pow.f64 (pow.f64 #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow.f64 (*.f64 (log.f64 y) x) #s(literal -1 binary64))) #s(literal -1/2 binary64)) #s(literal 2 binary64))
	74.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1 binary64) (.f64 (+.f64 #s(literal 0 binary64) t) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal 1 binary64))))))
▶	32.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y))))
✓	32.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
	13.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
	38.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	70.9%	(-.f64 (/.f64 (fma.f64 (.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))) (.f64 (+.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))) (*.f64 (+.f64 z #s(literal 1 binary64)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
▶	99.5%	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)))) t)
	88.7%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
	68.9%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y)))))) t)
	79.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (log.f64 y) (.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))))) t)
	79.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 (log.f64 y) x)))) t)
	68.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
	49.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	49.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
✓	49.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	88.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
	78.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
▶	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
	49.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
▶	32.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/.f64 (neg.f64 x) (/.f64 #s(literal -1 binary64) (log.f64 y))))
▶	13.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
✓	32.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
	16.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	38.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 634 to 1 169 computations (28.5% saved)

simplify402.0ms (2.8%)

Memory

-11.8MiB live, 144.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(pow.f64 x #s(literal -1 binary64))
cost-diff	0	#s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y)))
cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y))))
cost-diff	5760	(/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y))
cost-diff	0	(/.f64 #s(literal -1 binary64) (log.f64 y))
cost-diff	0	(neg.f64 x)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/.f64 (neg.f64 x) (/.f64 #s(literal -1 binary64) (log.f64 y))))
cost-diff	1216	(/.f64 (neg.f64 x) (/.f64 #s(literal -1 binary64) (log.f64 y)))
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(*.f64 (log1p.f64 (neg.f64 y)) z)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
cost-diff	0	(*.f64 (-.f64 #s(literal 1 binary64) z) y)
cost-diff	0	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)))) t)
cost-diff	128	(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y))))
cost-diff	1088	(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	343
0	75	325
1	124	319
2	227	317
3	537	313
4	1250	313
5	2772	313
6	4834	313
7	6231	313
8	6924	313
9	7040	313
10	7056	313
11	7061	313
12	7061	313
13	7085	313
14	7085	313
15	7642	313
16	7724	313
17	7760	313
18	7760	313
19	7760	313
0	7760	300

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize262.0ms (1.8%)

Memory

-8.2MiB live, 391.0MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0	(log.f64 y)
accuracy	0.25	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y))))
accuracy	0.3818550293053261	(/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y))
accuracy	43.192958912977964	#s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (pow.f64 x #s(literal -1 binary64)) (log.f64 y)))
accuracy	0	(log.f64 y)
accuracy	0.2578125	(/.f64 #s(literal -1 binary64) (log.f64 y))
accuracy	0.296875	(/.f64 (neg.f64 x) (/.f64 #s(literal -1 binary64) (log.f64 y)))
accuracy	43.19882550261872	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/.f64 (neg.f64 x) (/.f64 #s(literal -1 binary64) (log.f64 y))))
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.0078125	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	55.56765509859276	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(-.f64 #s(literal 1 binary64) z)
accuracy	0	(*.f64 (-.f64 #s(literal 1 binary64) z) y)
accuracy	0.3191875979758392	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
accuracy	52.46609853941722	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
accuracy	0.0234375	(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y))))
accuracy	0.03125	(/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))
accuracy	0.17416000976844204	(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
accuracy	0.6651419487936183	#s(approx (log (- 1 y)) (neg.f64 y))

Samples

147.0ms	189×	1	valid
76.0ms	58×	2	valid
3.0ms	9×	0	valid

Compiler

Compiled 624 to 93 computations (85.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 170.0ms

ival-log: 46.0ms (27% of total)

adjust: 40.0ms (23.5% of total)

ival-div: 26.0ms (15.3% of total)

ival-sub: 20.0ms (11.7% of total)

ival-mult: 15.0ms (8.8% of total)

ival-add: 13.0ms (7.6% of total)

ival-pow: 5.0ms (2.9% of total)

ival-neg: 3.0ms (1.8% of total)

ival-log1p: 2.0ms (1.2% of total)

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

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

exact: 0.0ms (0% of total)

series249.0ms (1.7%)

Memory

-6.9MiB live, 231.5MiB allocated

Counts

23 → 624

Calls

Call 1

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

12 calls:

Time	Variable		Point	Expression
32.0ms	x	@	inf	((/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (- 1 z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (neg x) (/ -1 (log y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (neg x) (/ -1 (log y)) (/ (pow x -1) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow x -1) (log (- 1 y)) (/ 1 (- x 1)) (- 1 z))
32.0ms	z	@	-inf	((/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (- 1 z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (neg x) (/ -1 (log y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (neg x) (/ -1 (log y)) (/ (pow x -1) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow x -1) (log (- 1 y)) (/ 1 (- x 1)) (- 1 z))
32.0ms	y	@	-inf	((/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (- 1 z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (neg x) (/ -1 (log y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (neg x) (/ -1 (log y)) (/ (pow x -1) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow x -1) (log (- 1 y)) (/ 1 (- x 1)) (- 1 z))
17.0ms	z	@	0	((/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (- 1 z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (neg x) (/ -1 (log y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (neg x) (/ -1 (log y)) (/ (pow x -1) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow x -1) (log (- 1 y)) (/ 1 (- x 1)) (- 1 z))
11.0ms	x	@	0	((/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (- 1 z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (neg x) (/ -1 (log y))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (neg x) (/ -1 (log y)) (/ (pow x -1) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow x -1) (log (- 1 y)) (/ 1 (- x 1)) (- 1 z))

simplify284.0ms (2%)

Memory

20.6MiB live, 252.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	673	12231
1	2135	11451
2	7107	11270
0	8250	10461

Stop Event

1×	iter limit
1×	node limit

Counts

624 → 623

Calls

Call 1

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

rewrite426.0ms (3%)

Memory

-30.3MiB live, 300.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	302
0	75	285
1	322	273
2	2321	273
0	9368	262

Stop Event

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

Counts

23 → 617

Calls

Call 1

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

Outputs
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eval349.0ms (2.4%)

Memory: 45.6MiB live, 399.8MiB allocated
Compiler: Compiled 58 105 to 3 434 computations (94.1% saved)

prune157.0ms (1.1%)

Memory

-37.3MiB live, 161.9MiB allocated

Pruning

33 alts after pruning (26 fresh and 7 done)

	Pruned	Kept	Total
New	1 293	12	1 305
Fresh	5	14	19
Picked	2	3	5
Done	0	4	4
Total	1 300	33	1 333

Accuracy

100.0%

Counts

1 333 → 33

Alt Table

Click to see full alt table

Status	Accuracy	Program
	79.8%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
	69.0%	(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (-.f64 x #s(literal -1 binary64))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg t)) (neg.f64 t)))
	17.3%	(pow.f64 (pow.f64 #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (pow.f64 (*.f64 (log.f64 y) x) #s(literal -1 binary64))) #s(literal -1/2 binary64)) #s(literal 2 binary64))
	68.5%	(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y))) #s(literal 2 binary64)) (.f64 t t)) #s(literal 1 binary64) (.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)) t) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y)) t) #s(literal 1 binary64)))
✓	32.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
	13.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
	32.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 y))))
	38.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	70.9%	(-.f64 (/.f64 (fma.f64 (.f64 (fma.f64 z z #s(literal -1 binary64)) #s(approx (log (- 1 y)) (neg.f64 y))) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))) (.f64 (+.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))) (*.f64 (+.f64 z #s(literal 1 binary64)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
	88.7%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
	68.9%	(-.f64 #s(approx (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y)))))) t)
	79.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (.f64 (log.f64 y) (.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))))) t)
	79.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 (log.f64 y) x)))) t)
	68.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
✓	49.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	88.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
	32.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 z z)) y) (+.f64 z #s(literal 1 binary64))))) t)
	78.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
✓	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
	39.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) y))) t)
	49.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) #s(approx (* (- 1 z) y) (*.f64 (-.f64 (/.f64 y z) y) z)))) t)
	32.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) x)))
✓	32.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/.f64 (neg.f64 x) (/.f64 #s(literal -1 binary64) (log.f64 y))))
✓	13.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	2.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
✓	32.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
	13.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	13.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	12.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
	13.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
	16.5%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	38.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 3 118 to 1 073 computations (65.6% saved)

regimes186.0ms (1.3%)

Memory

46.1MiB live, 358.1MiB allocated

Counts

65 → 1

Calls

Call 1

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

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

Calls

8 calls:

44.0ms	(-.f64 x #s(literal 1 binary64))
21.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
21.0ms	y
20.0ms	t
20.0ms	z

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes133.0ms (0.9%)

Memory

-8.6MiB live, 277.0MiB allocated

Counts

51 → 1

Calls

Call 1

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

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

Calls

8 calls:

21.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
16.0ms	(-.f64 z #s(literal 1 binary64))
16.0ms	y
16.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
16.0ms	z

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes76.0ms (0.5%)

Memory

-31.6MiB live, 204.8MiB allocated

Counts

28 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

11.0ms	z
10.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
10.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms	y
9.0ms	x

Results

Accuracy	Segments	Branch
98.6%	3	`x`
88.8%	1	`y`
97.1%	3	`z`
91.2%	2	`t`
98.6%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.6%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
98.6%	3	`(-.f64 x #s(literal 1 binary64))`
97.1%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes39.0ms (0.3%)

Memory

29.3MiB live, 109.0MiB allocated

Counts

27 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

11.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	x
8.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
97.9%	3	`x`
95.3%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
97.5%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
97.9%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes71.0ms (0.5%)

Memory

-4.4MiB live, 161.9MiB allocated

Counts

26 → 2

Calls

Call 1

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

Outputs

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

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

Calls

7 calls:

12.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
11.0ms	z
10.0ms	(-.f64 x #s(literal 1 binary64))
8.0ms	t

Results

Accuracy	Segments	Branch
88.8%	1	`t`
88.8%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
90.6%	2	`z`
90.6%	2	`(-.f64 z #s(literal 1 binary64))`
88.8%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
88.8%	1	`x`
88.8%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 41 to 51 computations (-24.4% saved)

regimes18.0ms (0.1%)

Memory

7.9MiB live, 47.4MiB allocated

Counts

25 → 2

Calls

Call 1

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

Outputs

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

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
90.4%	2	`z`
90.4%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 4 to 10 computations (-150% saved)

regimes70.0ms (0.5%)

Memory

-12.8MiB live, 147.0MiB allocated

Counts

23 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

15.0ms	(-.f64 x #s(literal 1 binary64))
9.0ms	t
8.0ms	x
8.0ms	y
8.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
75.9%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
78.4%	3	`x`
68.9%	1	`y`
68.9%	1	`t`
78.0%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
78.4%	3	`(-.f64 x #s(literal 1 binary64))`
71.3%	2	`z`
71.3%	2	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes16.0ms (0.1%)

Memory

-2.6MiB live, 36.5MiB allocated

Counts

22 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
78.4%	3	`x`
78.4%	3	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 4 to 10 computations (-150% saved)

regimes136.0ms (0.9%)

Memory

9.8MiB live, 129.0MiB allocated

Counts

20 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

75.0ms	(-.f64 x #s(literal 1 binary64))
17.0ms	(-.f64 z #s(literal 1 binary64))
9.0ms	y
7.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
65.0%	3	`t`
49.5%	1	`y`
55.2%	3	`z`
54.9%	3	`(-.f64 z #s(literal 1 binary64))`
53.3%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
69.6%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
70.1%	3	`(-.f64 x #s(literal 1 binary64))`
70.1%	3	`x`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes51.0ms (0.4%)

Memory

-23.0MiB live, 98.3MiB allocated

Counts

15 → 1

Calls

Call 1

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

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

Calls

7 calls:

16.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	x
6.0ms	t
5.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	z

Results

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

Compiler

Compiled 41 to 51 computations (-24.4% saved)

regimes25.0ms (0.2%)

Memory

4.7MiB live, 44.4MiB allocated

Counts

4 → 1

Calls

Call 1

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

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

Calls

8 calls:

8.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(-.f64 z #s(literal 1 binary64))
2.0ms	t
2.0ms	x

Results

Accuracy	Segments	Branch
49.2%	1	`z`
49.2%	1	`x`
49.2%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
49.2%	1	`y`
49.2%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
49.2%	1	`(-.f64 x #s(literal 1 binary64))`
49.2%	1	`t`
49.2%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes18.0ms (0.1%)

Memory

6.6MiB live, 45.5MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs

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

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

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

Outputs

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

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

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

Calls

8 calls:

3.0ms	t
2.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
39.1%	1	`x`
39.1%	1	`y`
43.5%	3	`z`
46.5%	3	`t`
39.1%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
39.1%	1	`(-.f64 x #s(literal 1 binary64))`
45.7%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
43.5%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes13.0ms (0.1%)

Memory

-2.9MiB live, 35.7MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

8 calls:

3.0ms	x
1.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms	y
1.0ms	t

Results

Accuracy	Segments	Branch
38.7%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
38.7%	1	`(-.f64 x #s(literal 1 binary64))`
38.7%	1	`x`
38.7%	1	`y`
38.7%	1	`z`
38.7%	1	`(-.f64 z #s(literal 1 binary64))`
38.7%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
38.7%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch1.0ms (0%)

Memory

1.9MiB live, 1.9MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	-0.997108677608447	-0.9790717903422325
0.0ms	-21992950129490548.0	-30.815578827628332

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory

1.9MiB live, 1.9MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	-0.9999999999999943	-0.9999999999921327
0.0ms	-1.0000002201159846	-1.0000000000005935

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch0.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	4.256549370818183e+211	4.352902932887674e+222

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	4.256549370818183e+211	4.352902932887674e+222

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory

2.1MiB live, 2.1MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	-0.9790717903422325	253.8248805036626
0.0ms	-1.0000002201159846	-1.0000000000005935

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch79.0ms (0.6%)

Memory

11.9MiB live, 174.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
32.0ms	0.02092820965776752	254.8248805036626
42.0ms	-2.20115984477604e-7	-5.934331343640707e-13

Samples

37.0ms	96×	1	valid
26.0ms	176×	0	valid

Compiler

Compiled 1 006 to 718 computations (28.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 52.0ms

ival-log: 27.0ms (52.2% of total)

ival-mult: 11.0ms (21.3% of total)

ival-sub: 8.0ms (15.5% of total)

adjust: 3.0ms (5.8% of total)

ival-add: 2.0ms (3.9% of total)

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

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

exact: 0.0ms (0% of total)

bsearch103.0ms (0.7%)

Memory

-8.4MiB live, 147.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
28.0ms	1.47909357291205e+29	2.590641322461304e+31
70.0ms	-21992950129490548.0	-29.815578827628332

Samples

41.0ms	95×	1	valid
17.0ms	177×	0	valid

Compiler

Compiled 1 006 to 718 computations (28.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 46.0ms

ival-log: 29.0ms (63.3% of total)

ival-sub: 7.0ms (15.3% of total)

ival-mult: 5.0ms (10.9% of total)

adjust: 3.0ms (6.6% of total)

ival-add: 2.0ms (4.4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch83.0ms (0.6%)

Memory

12.2MiB live, 93.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
49.0ms	0.006972472458385451	0.14540959185701927
30.0ms	-1.0787654398423208e-36	-4.832527489143057e-38

Samples

35.0ms	141×	0	valid
34.0ms	83×	1	valid

Compiler

Compiled 776 to 581 computations (25.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 62.0ms

ival-mult: 26.0ms (42% of total)

ival-log: 26.0ms (42% of total)

ival-sub: 6.0ms (9.7% of total)

adjust: 3.0ms (4.8% of total)

ival-add: 1.0ms (1.6% of total)

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

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

exact: 0.0ms (0% of total)

simplify54.0ms (0.4%)

Memory

-6.6MiB live, 69.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	112	809
1	141	809
2	163	809
3	175	809
4	195	809
5	243	809

Stop Event

1×

saturated

Calls

Call 1

Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -20000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 (log.f64 y) x)))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2206763817411543/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 (log.f64 y) x)))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -4503600528090421/4503599627370496 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2251799813673989/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 49999999999999995479700522383768796750828459370288199293446396232636225513976650518267070869242994014784776519255333159340432639921443621581114593421638826653196203084930967019206774335332538842228389918338449408 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 49999999999999995479700522383768796750828459370288199293446396232636225513976650518267070869242994014784776519255333159340432639921443621581114593421638826653196203084930967019206774335332538842228389918338449408 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -4503600528090421/4503599627370496 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1/2 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -4061235175267895/18889465931478580854784 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 19/2 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(literal 1 binary64) z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -16000000000000000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 4899999999999999844107182669824 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(literal 1 binary64) z) y))) t) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
(if (<=.f64 t #s(literal -6345489348897821/5986310706507378352962293074805895248510699696029696 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5224175567749775/36028797018963968 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Outputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -20000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (.f64 x (log.f64 y))))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2206763817411543/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (*.f64 x (log.f64 y))))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -4503600528090421/4503599627370496 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2251799813673989/2251799813685248 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 49999999999999995479700522383768796750828459370288199293446396232636225513976650518267070869242994014784776519255333159340432639921443621581114593421638826653196203084930967019206774335332538842228389918338449408 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 49999999999999995479700522383768796750828459370288199293446396232636225513976650518267070869242994014784776519255333159340432639921443621581114593421638826653196203084930967019206774335332538842228389918338449408 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -4503600528090421/4503599627370496 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1/2 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 z (log1p.f64 (neg.f64 y)))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -4061235175267895/18889465931478580854784 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 19/2 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(literal 1 binary64) z) y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -16000000000000000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 4899999999999999844107182669824 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(literal 1 binary64) z) y))) t) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
(if (<=.f64 t #s(literal -6345489348897821/5986310706507378352962293074805895248510699696029696 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5224175567749775/36028797018963968 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.1s (7.4%)

Memory

8.4MiB live, 931.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	226	2467
1	700	2291
2	2128	2149
3	7416	2149
0	8643	1990
0	757	14309
1	2396	13435
2	7892	13339
0	8559	12378
0	788	12839
1	2516	12004
0	8229	11055
0	14	50
0	23	50
1	95	50
2	757	50
0	8471	44
0	673	12231
1	2135	11451
2	7107	11270
0	8250	10461

Stop Event

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

Compiler

Compiled 1 029 to 367 computations (64.3% saved)

preprocess120.0ms (0.8%)

Memory: -32.4MiB live, 202.2MiB allocated
Compiler: Compiled 1 652 to 254 computations (84.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze85.0ms (0.6%)

sample2.5s (17.1%)

explain647.0ms (4.5%)

preprocess201.0ms (1.4%)

eval0.0ms (0%)

prune12.0ms (0.1%)

simplify129.0ms (0.9%)

localize186.0ms (1.3%)

series376.0ms (2.6%)

simplify323.0ms (2.2%)

rewrite440.0ms (3.1%)

eval170.0ms (1.2%)

prune60.0ms (0.4%)

simplify188.0ms (1.3%)

localize323.0ms (2.2%)

series234.0ms (1.6%)

simplify552.0ms (3.8%)

rewrite282.0ms (2%)

eval625.0ms (4.4%)

prune272.0ms (1.9%)

simplify292.0ms (2%)

localize303.0ms (2.1%)

series413.0ms (2.9%)

simplify379.0ms (2.6%)

rewrite471.0ms (3.3%)

eval395.0ms (2.8%)

prune59.0ms (0.4%)

simplify402.0ms (2.8%)

localize262.0ms (1.8%)

series249.0ms (1.7%)

simplify284.0ms (2%)

rewrite426.0ms (3%)

eval349.0ms (2.4%)

prune157.0ms (1.1%)

regimes186.0ms (1.3%)

regimes133.0ms (0.9%)

regimes76.0ms (0.5%)

regimes39.0ms (0.3%)

regimes71.0ms (0.5%)

regimes18.0ms (0.1%)

regimes70.0ms (0.5%)

regimes16.0ms (0.1%)

regimes136.0ms (0.9%)

regimes51.0ms (0.4%)

regimes25.0ms (0.2%)

regimes18.0ms (0.1%)

regimes13.0ms (0.1%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

bsearch1.0ms (0%)

bsearch79.0ms (0.6%)

bsearch103.0ms (0.7%)

bsearch83.0ms (0.6%)

simplify54.0ms (0.4%)

soundness1.1s (7.4%)

preprocess120.0ms (0.8%)

end0.0ms (0%)

Profiling