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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze172.0ms (1.2%)

Memory

-28.3MiB live, 168.9MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 19 to 16 computations (15.8% saved)

sample3.4s (23.6%)

Memory

-93.5MiB live, 2 824.2MiB allocated

Samples

1.5s	2 084×	1	valid
1.1s	6 172×	0	valid
0.0ms	3×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 2.2s

ival-sub: 863.0ms (39.6% of total)

ival-log: 833.0ms (38.3% of total)

ival-mult: 266.0ms (12.2% of total)

adjust: 120.0ms (5.5% of total)

ival-add: 79.0ms (3.6% of total)

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

exact: 6.0ms (0.3% of total)

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

Bogosity

explain570.0ms (4%)

Memory

-16.3MiB live, 314.1MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	255	0

Confusion

	Predicted +	Predicted -
+	43	0
-	212	1

Precision

0.16862745098039217

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	43	0	0
-	212	0	1

Precision?

0.16862745098039217

Recall?

1.0

Freqs

test

number	freq
0	1
1	255

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

216.0ms	346×	1	valid
58.0ms	126×	2	valid
5.0ms	40×	0	valid

Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 242.0ms

ival-sub: 125.0ms (51.6% of total)

ival-log: 77.0ms (31.8% of total)

adjust: 21.0ms (8.7% of total)

ival-mult: 13.0ms (5.4% of total)

ival-add: 5.0ms (2.1% of total)

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

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

exact: 0.0ms (0% of total)

preprocess202.0ms (1.4%)

Memory

-5.8MiB live, 115.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	252
1	159	248
2	467	241
3	1722	240
4	4296	240
5	7181	240
0	14	17
0	23	17
1	38	17
2	64	17
3	140	17
4	297	17
5	818	17
6	2400	17
7	3629	17
8	4023	17
9	4069	17
10	4069	17
11	4452	17
12	4571	17
13	4571	17
14	4573	17
0	4573	15

Stop Event

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

Calls

Call 1

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

Outputs

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

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	86.1%	(-.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)

Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify135.0ms (0.9%)

Memory

24.0MiB live, 61.4MiB 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	1	(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff	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))))

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	2400	66
7	3629	66
8	4023	66
9	4069	66
10	4069	66
11	4452	66
12	4571	66
13	4571	66
14	4573	66
0	4573	60

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize186.0ms (1.3%)

Memory

-30.1MiB live, 93.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.02734375	(+.f64 (.f64 (-.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	0.14453125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	57.81987955946735	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

83.0ms	173×	1	valid
41.0ms	20×	0	valid
29.0ms	63×	2	valid

Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 129.0ms

ival-sub: 60.0ms (46.4% of total)

ival-log: 37.0ms (28.6% of total)

ival-add: 14.0ms (10.8% of total)

adjust: 11.0ms (8.5% of total)

ival-mult: 7.0ms (5.4% of total)

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

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

exact: 0.0ms (0% of total)

series122.0ms (0.8%)

Memory

13.7MiB live, 123.8MiB allocated

Counts

5 → 81

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

Calls

12 calls:

Time	Variable		Point	Expression
51.0ms	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))))
21.0ms	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))))
15.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
10.0ms	x	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
5.0ms	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))))

simplify208.0ms (1.5%)

Memory

2.7MiB live, 206.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	226	1566
1	700	1428
2	2170	1336
3	7518	1336
0	8093	1246

Stop Event

1×	iter limit
1×	node limit

Counts

81 → 81

Calls

Call 1

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

rewrite178.0ms (1.2%)

Memory

19.4MiB live, 252.1MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	50
0	23	50
1	95	50
2	757	50
0	8511	44

Stop Event

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

Counts

5 → 485

Calls

Call 1

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

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

eval135.0ms (0.9%)

Memory: -22.3MiB live, 138.8MiB allocated
Compiler: Compiled 20 589 to 1 855 computations (91% saved)

prune72.0ms (0.5%)

Memory

10.4MiB live, 49.8MiB allocated

Pruning

16 alts after pruning (16 fresh and 0 done)

	Pruned	Kept	Total
New	540	16	556
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	541	16	557

Accuracy

100.0%

Counts

557 → 16

Alt Table

Click to see full alt table

Status	Accuracy	Program
	77.5%	(fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (pow.f64 (-.f64 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)))
	51.5%	(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 t t)) (-.f64 x #s(literal -1 binary64)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (-.f64 x #s(literal -1 binary64))))
▶	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)))))
	64.4%	(-.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)
	86.0%	(-.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)
	99.6%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	99.5%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
▶	67.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
▶	98.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	99.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	84.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
	46.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	63.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	86.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))) t) t (neg.f64 t)))
▶	82.1%	#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))
▶	31.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 880 to 648 computations (26.4% saved)

simplify441.0ms (3.1%)

Memory

0.0MiB live, 159.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 (-.f64 z #s(literal 1 binary64)) t)
cost-diff	0	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
cost-diff	1	(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
cost-diff	4	(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
cost-diff	0	(-.f64 z #s(literal 1 binary64))
cost-diff	0	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
cost-diff	0	(-.f64 #s(literal 1 binary64) z)
cost-diff	0	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
cost-diff	0	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
cost-diff	0	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
cost-diff	0	(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	1	(/.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	3	(/.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	41	383
0	69	366
1	125	366
2	229	366
3	547	366
4	1370	361
5	3834	361
6	6644	361
0	8247	355

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

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

localize239.0ms (1.7%)

Memory

-21.3MiB live, 349.8MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.0234375	(/.f64 (-.f64 z #s(literal 1 binary64)) t)
accuracy	0.181972509768442	(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
accuracy	4.162512389445681	(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
accuracy	8.835335517553698	(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
accuracy	0.02734375	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))
accuracy	26.654192643110555	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y))))
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
accuracy	0.01953125	(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy	0.14453125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.9392302354551251	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
accuracy	0.0	(neg.f64 t)
accuracy	43.69616904350071	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.015625	(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	0.10546875	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
accuracy	0.26171875	(/.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	0.36337118344859365	(/.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

154.0ms	77×	1	valid
56.0ms	179×	0	valid

Compiler

Compiled 347 to 39 computations (88.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 181.0ms

adjust: 72.0ms (39.8% of total)

ival-add: 42.0ms (23.2% of total)

ival-mult: 20.0ms (11.1% of total)

ival-log: 20.0ms (11.1% of total)

ival-sub: 8.0ms (4.4% of total)

ival-div: 8.0ms (4.4% of total)

ival-log1p: 6.0ms (3.3% of total)

ival-neg: 4.0ms (2.2% of total)

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

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

exact: 0.0ms (0% of total)

series89.0ms (0.6%)

Memory

28.8MiB live, 228.1MiB allocated

Counts

22 → 219

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

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

12 calls:

Time	Variable		Point	Expression
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12.0ms	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)))) (+ (* (- 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)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (- z 1) t) (+ (* (log y) (- x 1)) (neg t)) (* (- x 1) (log y)) (log y) (+ (* (/ (- x 1) t) (log y)) -1))
8.0ms	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)))) (+ (* (- 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)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (- z 1) t) (+ (* (log y) (- x 1)) (neg t)) (* (- x 1) (log y)) (log y) (+ (* (/ (- x 1) t) (log y)) -1))
8.0ms	t	@	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)))) (+ (* (- 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)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (- z 1) t) (+ (* (log y) (- x 1)) (neg t)) (* (- x 1) (log y)) (log y) (+ (* (/ (- x 1) t) (log y)) -1))
7.0ms	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)))) (+ (* (- 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)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (- z 1) t) (+ (* (log y) (- x 1)) (neg t)) (* (- x 1) (log y)) (log y) (+ (* (/ (- x 1) t) (log y)) -1))

simplify188.0ms (1.3%)

Memory

-14.0MiB live, 210.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	824	7036
1	2646	6568
0	8481	6099

Stop Event

1×	iter limit
1×	node limit

Counts

219 → 218

Calls

Call 1

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

rewrite234.0ms (1.6%)

Memory

8.8MiB live, 372.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	41	319
0	69	307
1	329	307
2	2597	307
0	8870	303

Stop Event

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

Counts

22 → 1 009

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

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

eval174.0ms (1.2%)

Memory: 9.6MiB live, 277.2MiB allocated
Compiler: Compiled 60 865 to 4 769 computations (92.2% saved)

prune39.0ms (0.3%)

Memory

10.0MiB live, 95.0MiB allocated

Pruning

26 alts after pruning (25 fresh and 1 done)

	Pruned	Kept	Total
New	1 097	22	1 119
Fresh	8	3	11
Picked	4	1	5
Done	0	0	0
Total	1 109	26	1 135

Accuracy

100.0%

Counts

1 135 → 26

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.3%	(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))
	32.8%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (fma.f64 (/.f64 (-.f64 (+.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) x) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y))) (neg.f64 x))))
	33.6%	(/.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) (*.f64 (log.f64 y) x))))
	86.0%	(-.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)
	67.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	67.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
▶	67.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	67.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 x #s(literal 1 binary64)))))) t)
	66.7%	(-.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)
▶	99.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
	98.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
▶	84.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
	63.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	53.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (+.f64 (log1p.f64 (neg.f64 y)) (log.f64 y))))) t)
	84.6%	(-.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)
	77.5%	(-.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)
▶	87.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 y z)) y) z))) t)
	45.6%	(-.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)
▶	45.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))) t)
	16.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	33.7%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
	12.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	73.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64))) t))
	23.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 x (/.f64 (log.f64 y) t))) t))
✓	31.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	87.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (fma.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64)) t (*.f64 (-.f64 #s(literal 1 binary64) z) y))))

Compiler

Compiled 1 844 to 1 260 computations (31.7% saved)

simplify162.0ms (1.1%)

Memory

11.8MiB live, 166.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	572
0	80	568
1	143	568
2	297	568
3	734	568
4	2016	556
5	5043	556
6	7836	556
0	8031	522

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

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

localize207.0ms (1.4%)

Memory

-0.9MiB live, 195.0MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.015625	(/.f64 (-.f64 x #s(literal 1 binary64)) z)
accuracy	0.2890625	(fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 y z))
accuracy	0.9392302354551251	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 y z)) y) z)))
accuracy	7.681336537103342	(*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 y z)) y) z)
accuracy	0.01953125	(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
accuracy	0.02734375	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))
accuracy	0.9768181542497517	#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
accuracy	26.654192643110555	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y))))
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
accuracy	0.14453125	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	13.223492604981756	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy	0.0	(neg.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))) t)
accuracy	0.9392302354551251	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z)))
accuracy	50.22796121711522	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))
accuracy	0.01171875	(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.03125	(fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))
accuracy	0.14453125	(*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))
accuracy	0.5121322047484022	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))

Samples

60.0ms	78×	1	valid
54.0ms	178×	0	valid

Compiler

Compiled 367 to 41 computations (88.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 82.0ms

ival-mult: 24.0ms (29.3% of total)

ival-log: 19.0ms (23.2% of total)

ival-sub: 14.0ms (17.1% of total)

ival-add: 10.0ms (12.2% of total)

adjust: 7.0ms (8.5% of total)

ival-div: 4.0ms (4.9% of total)

ival-log1p: 2.0ms (2.4% of total)

ival-neg: 2.0ms (2.4% of total)

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

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

exact: 0.0ms (0% of total)

series307.0ms (2.1%)

Memory

-31.4MiB live, 180.3MiB allocated

Counts

27 → 158

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
96.0ms	z	@	-inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (neg y) (log y) (log (+ 1 (neg y))) (* (+ (* -1/2 y) -1) y) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/ (- x 1) z))
69.0ms	z	@	0	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (neg y) (log y) (log (+ 1 (neg y))) (* (+ (* -1/2 y) -1) y) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/ (- x 1) z))
50.0ms	y	@	0	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (neg y) (log y) (log (+ 1 (neg y))) (* (+ (* -1/2 y) -1) y) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/ (- x 1) z))
34.0ms	y	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (neg y) (log y) (log (+ 1 (neg y))) (* (+ (* -1/2 y) -1) y) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/ (- x 1) z))
16.0ms	z	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (- x 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (- z 1) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (neg y) (log y) (log (+ 1 (neg y))) (* (+ (* -1/2 y) -1) y) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/ (- x 1) z))

simplify230.0ms (1.6%)

Memory

13.5MiB live, 167.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	419	2548
1	1375	2350
2	4574	2236
0	8579	2087

Stop Event

1×	iter limit
1×	node limit

Counts

158 → 156

Calls

Call 1

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

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

rewrite309.0ms (2.2%)

Memory

-5.0MiB live, 198.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	505
0	80	501
1	350	501
2	2950	501
0	8183	471

Stop Event

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

Counts

27 → 640

Calls

Call 1

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

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

eval190.0ms (1.3%)

Memory: -5.2MiB live, 158.1MiB allocated
Compiler: Compiled 45 069 to 4 400 computations (90.2% saved)

prune59.0ms (0.4%)

Memory

-12.2MiB live, 64.7MiB allocated

Pruning

32 alts after pruning (29 fresh and 3 done)

	Pruned	Kept	Total
New	801	13	814
Fresh	4	16	20
Picked	3	2	5
Done	0	1	1
Total	808	32	840

Accuracy

100.0%

Counts

840 → 32

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.3%	(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))
	33.6%	(/.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) (*.f64 (log.f64 y) x))))
	86.0%	(-.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)
	67.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	67.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	66.7%	(-.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)
	98.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	84.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64))) y (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
▶	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
	62.9%	(-.f64 #s(approx (+ (* (- 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)
	53.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))) t)
✓	84.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
	63.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	53.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (-.f64 (neg.f64 (log.f64 y)) (log1p.f64 (neg.f64 y))))) t)
	84.6%	(-.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)
	87.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (/.f64 z (-.f64 x #s(literal 1 binary64)))) (/.f64 y z)) y) z))) t)
	45.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (/.f64 y z)) y) z))) t)
▶	66.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (-.f64 (/.f64 y z) (/.f64 (log.f64 y) z))) y) z))) t)
	86.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y))) y) z))) t)
	65.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (*.f64 (/.f64 (log.f64 y) z) x)) y) z))) t)
▶	45.6%	(-.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)
✓	45.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))) t)
	45.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
	28.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64))) (*.f64 y y)))) t)
	52.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
▶	16.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	33.7%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
	12.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
▶	73.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64))) t))
	23.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 x (/.f64 (log.f64 y) t))) t))
✓	31.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	87.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (fma.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64)) t (*.f64 (-.f64 #s(literal 1 binary64) z) y))))

Compiler

Compiled 2 333 to 1 542 computations (33.9% saved)

simplify187.0ms (1.3%)

Memory

13.2MiB live, 131.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	75	657
0	105	642
1	195	642
2	371	642
3	802	642
4	1835	642
5	4163	613
6	6209	613
0	8056	590

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

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

localize309.0ms (2.2%)

Memory

2.6MiB live, 279.4MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.22265625	(/.f64 (log.f64 y) z)
accuracy	0.9392302354551251	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (-.f64 (/.f64 y z) (/.f64 (log.f64 y) z))) y) z)))
accuracy	7.681336537103342	(.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (-.f64 (/.f64 y z) (/.f64 (log.f64 y) z))) y) z)
accuracy	30.43532485329132	#s(approx (+ (* (log y) (/ (- x 1) z)) (/ y z)) (-.f64 (/.f64 y z) (/.f64 (log.f64 y) z)))
accuracy	0.0078125	(/.f64 (-.f64 x #s(literal 1 binary64)) t)
accuracy	0.181972509768442	(fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64))
accuracy	8.835335517553698	(.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64))) t)
accuracy	9.463731278661642	#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64)))
accuracy	0.0	(neg.f64 y)
accuracy	0.0	(log1p.f64 (neg.f64 y))
accuracy	0.015625	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	53.39065458253922	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0.00390625	(-.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)
accuracy	0.01171875	(*.f64 (-.f64 #s(literal 1 binary64) z) y)
accuracy	0.9392302354551251	#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	49.857023526676	#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
accuracy	0.03125	(fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))
accuracy	0.14453125	(*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))
accuracy	0.5121322047484022	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))
accuracy	33.76347793393684	#s(approx (* (- z 1) (+ (* -1/2 y) -1)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z))

Samples

141.0ms	78×	1	valid
122.0ms	178×	0	valid

Compiler

Compiled 379 to 56 computations (85.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 204.0ms

ival-mult: 100.0ms (49% of total)

ival-add: 43.0ms (21.1% of total)

ival-log: 23.0ms (11.3% of total)

ival-div: 14.0ms (6.9% of total)

ival-sub: 11.0ms (5.4% of total)

adjust: 9.0ms (4.4% of total)

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

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

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

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

exact: 0.0ms (0% of total)

series303.0ms (2.1%)

Memory

18.9MiB live, 259.0MiB allocated

Counts

25 → 209

Calls

Call 1

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

Outputs
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(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
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(- (* -1 (/ (log y) t)) 1)
(- (+ (* -1 (/ (log y) t)) (/ (* x (log y)) t)) 1)
(* -1 (log y))
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(/ -1 t)
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(+ (* -1 (/ (log y) z)) (/ y z))
(+ (* -1 (/ (log y) z)) (+ (/ y z) (/ (* x (log y)) z)))
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(* x (log y))
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(* -1 (* z (log (/ -1 y))))
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Calls

12 calls:

Time	Variable		Point	Expression
161.0ms	z	@	-inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (log y) (/ (- x 1) t)) -1) (- (/ y z) (/ (log y) z)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (/ (- x 1) t) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (/ (log y) z))
49.0ms	z	@	0	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (log y) (/ (- x 1) t)) -1) (- (/ y z) (/ (log y) z)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (/ (- x 1) t) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (/ (log y) z))
23.0ms	y	@	-inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (log y) (/ (- x 1) t)) -1) (- (/ y z) (/ (log y) z)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (/ (- x 1) t) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (/ (log y) z))
18.0ms	z	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (log y) (/ (- x 1) t)) -1) (- (/ y z) (/ (log y) z)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (/ (- x 1) t) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (/ (log y) z))
10.0ms	y	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (+ (* (log y) (/ (- x 1) t)) -1) (- (/ y z) (/ (log y) z)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (log y) (+ -1 x)) (/ (- x 1) t) (+ (* (log y) (/ (- x 1) z)) (/ y z)) (* (- (+ (* (log y) (/ (- x 1) z)) (/ y z)) y) z) (/ (log y) z))

simplify256.0ms (1.8%)

Memory

-8.1MiB live, 266.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	644	3987
1	2081	3672
2	6732	3625
0	8344	3344

Stop Event

1×	iter limit
1×	node limit

Counts

209 → 208

Calls

Call 1

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

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

rewrite295.0ms (2.1%)

Memory

5.1MiB live, 326.3MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	75	586
0	105	559
1	488	559
2	4030	559
0	9509	537

Stop Event

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

Counts

25 → 386

Calls

Call 1

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

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

eval83.0ms (0.6%)

Memory: 3.9MiB live, 198.4MiB allocated
Compiler: Compiled 36 596 to 3 105 computations (91.5% saved)

prune71.0ms (0.5%)

Memory

-6.2MiB live, 113.3MiB allocated

Pruning

41 alts after pruning (34 fresh and 7 done)

	Pruned	Kept	Total
New	565	13	578
Fresh	3	21	24
Picked	1	4	5
Done	0	3	3
Total	569	41	610

Accuracy

100.0%

Counts

610 → 41

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.3%	(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))
	33.6%	(/.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) (*.f64 (log.f64 y) x))))
	86.0%	(-.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)
	67.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	67.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
	66.7%	(-.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)
	98.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
	84.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64))) y (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
✓	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
	62.9%	(-.f64 #s(approx (+ (* (- 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)
	53.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))) t)
✓	84.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
	63.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	53.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (-.f64 (neg.f64 (log.f64 y)) (log1p.f64 (neg.f64 y))))) t)
	84.6%	(-.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)
	66.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 #s(approx (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/.f64 (-.f64 y (log.f64 y)) z)) z (*.f64 (neg.f64 y) z)))) t)
	28.2%	(-.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)
	87.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (/.f64 z (-.f64 x #s(literal 1 binary64)))) (/.f64 y z)) y) z))) t)
	45.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (/.f64 y z)) y) z))) t)
✓	66.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (-.f64 (/.f64 y z) (/.f64 (log.f64 y) z))) y) z))) t)
	86.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y))) y) z))) t)
	65.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (*.f64 (/.f64 (log.f64 y) z) x)) y) z))) t)
✓	45.6%	(-.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)
✓	45.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))) t)
	29.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)) y) y))) t)
	28.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64))) (*.f64 y y)))) t)
	52.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
✓	16.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	3.6%	#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))
	33.7%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
	16.4%	#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))
	16.3%	#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))
	16.1%	#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 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
	15.8%	#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))
	16.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
	16.1%	#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 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))
	12.1%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	52.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) #s(approx (/ (- x 1) t) (/.f64 x t)) #s(literal -1 binary64))) t))
	52.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) #s(approx (/ (- x 1) t) (/.f64 #s(literal -1 binary64) t)) #s(literal -1 binary64))) t))
	23.0%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
✓	31.7%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 4 038 to 1 414 computations (65% saved)

regimes194.0ms (1.4%)

Memory

21.3MiB live, 373.2MiB 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 (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 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))
#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 #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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#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))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (/.f64 y z)) y) z))) 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 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#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)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64))) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)) y) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 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))
#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 (+ (* (- 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 (+ (* (- 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 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 x (/.f64 (log.f64 y) t))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) #s(approx (/ (- x 1) t) (/.f64 #s(literal -1 binary64) t)) #s(literal -1 binary64))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) #s(approx (/ (- x 1) t) (/.f64 x t)) #s(literal -1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (fma.f64 #s(literal 1/2 binary64) y #s(literal 1 binary64))) y (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 #s(approx (+ ( (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (*.f64 (/.f64 (log.f64 y) z) x)) 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) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- 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)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 #s(approx (+ (* (log y) (/ (- x 1) z)) (/ y z)) (/.f64 (-.f64 y (log.f64 y)) z)) z (*.f64 (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 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (fma.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) t) #s(literal -1 binary64)) t (*.f64 (-.f64 #s(literal 1 binary64) z) 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(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (-.f64 (/.f64 y z) (/.f64 (log.f64 y) z))) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (neg.f64 (log.f64 y)))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 y z)) y) z))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (/.f64 z (-.f64 x #s(literal 1 binary64)))) (/.f64 y z)) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (neg.f64 (+.f64 (log1p.f64 (neg.f64 y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (neg (log y))) (-.f64 (neg.f64 (log.f64 y)) (log1p.f64 (neg.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
(-.f64 (+.f64 (.f64 (-.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)))) (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))) t) t (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 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 x #s(literal 1 binary64)))))) t)
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
(fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (pow.f64 (-.f64 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)))
(pow.f64 (pow.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (.f64 t t)) (-.f64 x #s(literal -1 binary64)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (-.f64 x #s(literal -1 binary64))))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (fma.f64 (/.f64 (-.f64 (+.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (+.f64 #s(literal -1 binary64) z)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) x) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y))) (neg.f64 x))))

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:

42.0ms	t
27.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
25.0ms	y
23.0ms	x
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)

regimes208.0ms (1.4%)

Memory

-28.7MiB live, 218.8MiB allocated

Counts

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

Outputs

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

Calls

8 calls:

44.0ms	(-.f64 z #s(literal 1 binary64))
41.0ms	t
38.0ms	y
17.0ms	x
17.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes178.0ms (1.2%)

Memory

4.9MiB live, 236.7MiB allocated

Counts

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

Outputs

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

Calls

8 calls:

41.0ms	y
26.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
25.0ms	(-.f64 x #s(literal 1 binary64))
18.0ms	z
13.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes131.0ms (0.9%)

Memory

-7.3MiB live, 246.5MiB allocated

Counts

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

Outputs

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

Calls

8 calls:

26.0ms	(+.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))))
23.0ms	t
16.0ms	x
14.0ms	z
13.0ms	y

Results

Accuracy	Segments	Branch
99.2%	1	`x`
99.2%	1	`y`
99.2%	1	`z`
99.2%	1	`t`
99.2%	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)`
99.2%	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))))`
99.2%	1	`(-.f64 x #s(literal 1 binary64))`
99.2%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes133.0ms (0.9%)

Memory

20.4MiB live, 218.4MiB allocated

Counts

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

Outputs

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

Calls

8 calls:

47.0ms	y
12.0ms	(-.f64 x #s(literal 1 binary64))
12.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
12.0ms	(+.f64 (.f64 (-.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

Results

Accuracy	Segments	Branch
99.2%	1	`x`
99.2%	1	`y`
99.2%	1	`z`
99.2%	1	`t`
99.2%	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)`
99.2%	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))))`
99.2%	1	`(-.f64 x #s(literal 1 binary64))`
99.2%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes279.0ms (1.9%)

Memory

7.9MiB live, 127.4MiB allocated

Counts

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

Outputs

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

Calls

8 calls:

129.0ms	y
77.0ms	(-.f64 z #s(literal 1 binary64))
17.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	x
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))))

Results

Accuracy	Segments	Branch
99.0%	1	`x`
99.0%	1	`y`
99.0%	1	`z`
99.0%	1	`t`
99.0%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.0%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
99.0%	1	`(-.f64 x #s(literal 1 binary64))`
99.0%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes577.0ms (4%)

Memory

-28.5MiB live, 175.8MiB allocated

Counts

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

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:

141.0ms	y
137.0ms	t
130.0ms	(+.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))))
127.0ms	(-.f64 z #s(literal 1 binary64))
11.0ms	x

Results

Accuracy	Segments	Branch
98.9%	1	`x`
98.9%	1	`y`
98.9%	1	`z`
98.9%	1	`t`
98.9%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.9%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
98.9%	1	`(-.f64 x #s(literal 1 binary64))`
98.9%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes64.0ms (0.4%)

Memory

18.4MiB live, 136.8MiB allocated

Counts

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

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
98.7%	1	`x`
98.7%	1	`y`
98.7%	1	`z`
98.7%	1	`t`
98.7%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.7%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
98.7%	1	`(-.f64 x #s(literal 1 binary64))`
98.7%	1	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes60.0ms (0.4%)

Memory

8.0MiB live, 125.5MiB allocated

Counts

24 → 3

Calls

Call 1

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
95.6%	3	`x`
86.5%	2	`y`
93.1%	3	`z`
84.6%	1	`t`
91.8%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
95.1%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
95.6%	3	`(-.f64 x #s(literal 1 binary64))`
93.1%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes37.0ms (0.3%)

Memory

8.8MiB live, 89.0MiB 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 (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 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))
#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 #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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#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))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (/.f64 y z)) y) z))) 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 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#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)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64))) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)) y) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 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))
#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 (+ (* (- 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 (+ (* (- 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))) (*.f64 (neg.f64 y) z))) t)

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

5 calls:

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

Results

Accuracy	Segments	Branch
92.4%	3	`z`
92.4%	3	`(-.f64 z #s(literal 1 binary64))`
84.6%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
84.6%	1	`x`
84.6%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 23 to 33 computations (-43.5% saved)

regimes15.0ms (0.1%)

Memory

-6.2MiB live, 33.1MiB 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 (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 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))
#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 #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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#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))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (/.f64 y z)) y) z))) 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 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#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)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64))) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)) y) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 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))
#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 (+ (* (- 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)

Outputs

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

Calls

2 calls:

7.0ms	z
6.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
92.2%	3	`z`
92.2%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 4 to 10 computations (-150% saved)

regimes53.0ms (0.4%)

Memory

-4.2MiB live, 115.5MiB allocated

Counts

21 → 4

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

Calls

8 calls:

8.0ms	y
7.0ms	t
6.0ms	(-.f64 z #s(literal 1 binary64))
6.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	(+.f64 (.f64 (-.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
85.5%	4	`x`
66.9%	3	`t`
83.8%	3	`(-.f64 x #s(literal 1 binary64))`
87.1%	4	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
65.6%	2	`y`
83.7%	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)`
71.9%	3	`z`
71.9%	3	`(-.f64 z #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes8.0ms (0.1%)

Memory

-22.3MiB live, 17.0MiB allocated

Counts

20 → 4

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

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

Calls

1 calls:

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))))

Results

Accuracy	Segments	Branch
87.0%	4	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 15 to 13 computations (13.3% saved)

regimes24.0ms (0.2%)

Memory

15.4MiB live, 54.6MiB allocated

Counts

19 → 4

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
63.4%	4	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
77.7%	4	`(-.f64 x #s(literal 1 binary64))`
79.3%	5	`x`
78.8%	4	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes28.0ms (0.2%)

Memory

9.1MiB live, 51.3MiB allocated

Counts

16 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

8.0ms	x
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
4.0ms	(-.f64 z #s(literal 1 binary64))
4.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
51.1%	3	`z`
50.6%	3	`(-.f64 z #s(literal 1 binary64))`
67.8%	3	`(-.f64 x #s(literal 1 binary64))`
67.8%	3	`x`
66.7%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 23 to 33 computations (-43.5% saved)

regimes43.0ms (0.3%)

Memory

-1.7MiB live, 74.5MiB 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 (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 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))
#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 #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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#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))) (.f64 (-.f64 #s(approx (+ ( (log y) (/ (- x 1) z)) (/ y z)) (/.f64 y z)) y) z))) 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 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#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)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64))) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 #s(literal 1 binary64) z) y)) y) y))) t)

Outputs

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

Calls

8 calls:

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)
7.0ms	(-.f64 x #s(literal 1 binary64))
5.0ms	x
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	t

Results

Accuracy	Segments	Branch
45.7%	1	`(-.f64 z #s(literal 1 binary64))`
45.7%	1	`z`
45.7%	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)`
45.7%	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))))`
45.7%	1	`t`
45.7%	1	`y`
45.7%	1	`x`
45.7%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes23.0ms (0.2%)

Memory

6.5MiB live, 44.8MiB allocated

Counts

6 → 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 (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 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)))
#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 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))

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

8 calls:

5.0ms	(-.f64 z #s(literal 1 binary64))
3.0ms	(+.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))))
3.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms	t
3.0ms	y

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes18.0ms (0.1%)

Memory

4.3MiB live, 46.7MiB allocated

Counts

3 → 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 (neg.f64 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 (neg.f64 y) z))) t)

Calls

8 calls:

5.0ms	z
2.0ms	t
2.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	y

Results

Accuracy	Segments	Branch
45.5%	1	`t`
45.5%	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)`
45.5%	1	`(-.f64 x #s(literal 1 binary64))`
45.5%	1	`(-.f64 z #s(literal 1 binary64))`
45.5%	1	`x`
45.5%	1	`z`
45.5%	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))))`
45.5%	1	`y`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes14.0ms (0.1%)

Memory

-24.5MiB live, 54.3MiB allocated

Counts

2 → 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))

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:

2.0ms	y
2.0ms	(-.f64 x #s(literal 1 binary64))
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	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))))

Results

Accuracy	Segments	Branch
41.5%	3	`t`
31.7%	1	`(-.f64 x #s(literal 1 binary64))`
34.7%	2	`(-.f64 z #s(literal 1 binary64))`
31.7%	1	`x`
34.7%	2	`z`
39.0%	3	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
31.7%	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))))`
33.8%	2	`y`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes7.0ms (0%)

Memory

-10.7MiB live, 28.9MiB 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

5 calls:

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

Results

Accuracy	Segments	Branch
31.7%	1	`y`
31.7%	1	`z`
31.7%	1	`(-.f64 z #s(literal 1 binary64))`
31.7%	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)`
31.7%	1	`t`

Compiler

Compiled 23 to 32 computations (-39.1% saved)

bsearch1.0ms (0%)

Memory

3.5MiB live, 3.5MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	2.5364687929220324e+39	4.689558030976072e+44
0.0ms	-1.2443338469772974e+22	-29329710613043040.0

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory

2.3MiB live, 2.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.421562129720952e+206	1.5202760500158716e+208
0.0ms	-7.184125720287966e+131	-2.745532564235167e+129

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory

2.3MiB live, 2.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.421562129720952e+206	1.5202760500158716e+208
0.0ms	-7.184125720287966e+131	-2.745532564235167e+129

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory

2.1MiB live, 2.1MiB allocated

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	704.0916490579684	4138953.133594507
0.0ms	159.45649537733763	168.18458679715383
0.0ms	-1.0473863435158204e+49	-1.4088733896018085e+47

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	704.0916490579684	4138953.133594507
0.0ms	159.45649537733763	168.18458679715383
0.0ms	-1.0473863435158204e+49	-1.4088733896018085e+47

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch1.0ms (0%)

Memory

1.8MiB live, 1.8MiB allocated

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	1.3547851878363994e+69	1.0248536436109046e+70
0.0ms	159.45649537733763	168.18458679715383
0.0ms	-1.0473863435158204e+49	-1.4088733896018085e+47

Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	4.689558030976072e+44	1.8618087480830432e+46
0.0ms	-1.6332262553896448e+67	-6.16690945762519e+66

Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch58.0ms (0.4%)

Memory

24.2MiB live, 103.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
25.0ms	2.0250794800866903e+27	3.812007699443817e+29
29.0ms	-6681352400037.763	-18052178.110526223

Samples

25.0ms	63×	1	valid
19.0ms	193×	0	valid

Compiler

Compiled 884 to 661 computations (25.2% saved)

Precisions

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

ival-log: 21.0ms (58.6% of total)

ival-sub: 6.0ms (16.7% of total)

ival-mult: 4.0ms (11.2% of total)

ival-add: 2.0ms (5.6% of total)

adjust: 2.0ms (5.6% of total)

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

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

exact: 0.0ms (0% of total)

simplify83.0ms (0.6%)

Memory

-11.3MiB live, 65.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	171	1262
1	275	1262
2	423	1262
3	941	1262
4	2215	1262
5	4915	1262
6	7981	1262

Stop Event

1×	node 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)))))
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (* (- z 1) (+ (* -1/2 y) -1)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)) y (.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -10000000000000000000000 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 5000000000000000151893014213501833445376 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)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -499999999999999995414783701180638281843304424991242455992046113258834575832799818100521466993270785184801126587914991362494731124736 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (.f64 (neg.f64 y) z))) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 200000000000000007778715510217677686261474498590404026668604764015382588578769793526159931215755402774652920623882426582706341222818875123308036734442537880708869172525233887089132911615311892438644481327104 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)))
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))) t)
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#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Outputs
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(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (+ -1 x))) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 y) z))) t)
(if (<=.f64 t #s(literal -2400000000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2050000000000000123446755328 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))))
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#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))))) (neg.f64 t))

soundness1.7s (12.1%)

Memory

9.9MiB live, 1 048.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	824	7036
1	2646	6568
0	8481	6099
0	644	3987
1	2081	3672
2	6732	3625
0	8344	3344
0	419	2548
1	1375	2350
2	4574	2236
0	8579	2087
0	226	1566
1	700	1428
2	2170	1336
3	7518	1336
0	8093	1246
0	14	50
0	23	50
1	95	50
2	757	50
0	8511	44

Stop Event

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

Compiler

Compiled 1 704 to 629 computations (63.1% saved)

preprocess632.0ms (4.4%)

Memory: -3.7MiB live, 224.8MiB allocated
Compiler: Compiled 2 636 to 380 computations (85.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze172.0ms (1.2%)

sample3.4s (23.6%)

explain570.0ms (4%)

preprocess202.0ms (1.4%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify135.0ms (0.9%)

localize186.0ms (1.3%)

series122.0ms (0.8%)

simplify208.0ms (1.5%)

rewrite178.0ms (1.2%)

eval135.0ms (0.9%)

prune72.0ms (0.5%)

simplify441.0ms (3.1%)

localize239.0ms (1.7%)

series89.0ms (0.6%)

simplify188.0ms (1.3%)

rewrite234.0ms (1.6%)

eval174.0ms (1.2%)

prune39.0ms (0.3%)

simplify162.0ms (1.1%)

localize207.0ms (1.4%)

series307.0ms (2.1%)

simplify230.0ms (1.6%)

rewrite309.0ms (2.2%)

eval190.0ms (1.3%)

prune59.0ms (0.4%)

simplify187.0ms (1.3%)

localize309.0ms (2.2%)

series303.0ms (2.1%)

simplify256.0ms (1.8%)

rewrite295.0ms (2.1%)

eval83.0ms (0.6%)

prune71.0ms (0.5%)

regimes194.0ms (1.4%)

regimes208.0ms (1.4%)

regimes178.0ms (1.2%)

regimes131.0ms (0.9%)

regimes133.0ms (0.9%)

regimes279.0ms (1.9%)

regimes577.0ms (4%)

regimes64.0ms (0.4%)

regimes60.0ms (0.4%)

regimes37.0ms (0.3%)

regimes15.0ms (0.1%)

regimes53.0ms (0.4%)

regimes8.0ms (0.1%)

regimes24.0ms (0.2%)

regimes28.0ms (0.2%)

regimes43.0ms (0.3%)

regimes23.0ms (0.2%)

regimes18.0ms (0.1%)

regimes14.0ms (0.1%)

regimes7.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch58.0ms (0.4%)

simplify83.0ms (0.6%)

soundness1.7s (12.1%)

preprocess632.0ms (4.4%)

end0.0ms (0%)

Profiling