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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze120.0ms (1%)

Memory

-6.5MiB live, 141.6MiB 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)

sample3.6s (29.3%)

Memory

1.2MiB live, 3 621.5MiB allocated

Samples

1.6s	6 216×	0	valid
1.5s	2 040×	1	valid
0.0ms	3×	0	invalid

Precisions

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

ival-log: 1.4s (54.4% of total)

ival-sub: 696.0ms (27.7% of total)

ival-mult: 254.0ms (10.1% of total)

adjust: 133.0ms (5.3% of total)

ival-add: 50.0ms (2% of total)

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

exact: 6.0ms (0.2% of total)

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

Bogosity

explain419.0ms (3.4%)

Memory

3.4MiB live, 677.9MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
254	-	-	`(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	254	0

Confusion

	Predicted +	Predicted -
+	32	0
-	222	2

Precision

0.12598425196850394

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	32	0	0
-	222	0	2

Precision?

0.12598425196850394

Recall?

1.0

Freqs

test

number	freq
0	2
1	254

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

203.0ms	382×	1	valid
83.0ms	102×	2	valid
3.0ms	28×	0	valid

Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 227.0ms

ival-log: 116.0ms (51.2% of total)

ival-sub: 48.0ms (21.2% of total)

ival-mult: 35.0ms (15.5% of total)

adjust: 21.0ms (9.3% of total)

ival-add: 5.0ms (2.2% of total)

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

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

exact: 0.0ms (0% of total)

preprocess33.0ms (0.3%)

Memory

15.1MiB live, 65.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16

Stop Event

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

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)

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

Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

2.2MiB live, 2.2MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	89.4%	(-.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)

Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify9.0ms (0.1%)

Memory

-24.5MiB live, 19.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
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	(-.f64 (+.f64 (.f64 (-.f64 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	(+.f64 (.f64 (-.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	33	66
2	52	66
3	82	66
4	115	66
5	121	66
6	124	66
0	124	64

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

localize242.0ms (2%)

Memory

3.0MiB live, 342.5MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.015625	(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.15625	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	58.30262912289742	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

162.0ms	51×	2	valid
64.0ms	191×	1	valid
2.0ms	14×	0	valid

Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 208.0ms

adjust: 146.0ms (70.3% of total)

ival-log: 39.0ms (18.8% of total)

ival-sub: 13.0ms (6.3% of total)

ival-mult: 7.0ms (3.4% of total)

ival-add: 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)

series128.0ms (1%)

Memory

17.2MiB live, 150.5MiB allocated

Counts

6 → 86

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))))
(-.f64 (+.f64 (.f64 (-.f64 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 x #s(literal 1 binary64))
(log.f64 (-.f64 #s(literal 1 binary64) 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)))
-1
(- x 1)
(* 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))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (- (/ 1 x) 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)))
(- (* (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)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* y (+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 1)))))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(- (+ (* -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))))
(- (+ (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))
(* (+ (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)) (- 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)))
(- (* -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)))
(+ (* -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
34.0ms	y	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
33.0ms	z	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
20.0ms	y	@	inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
12.0ms	y	@	-inf	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
10.0ms	x	@	0	((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))

simplify247.0ms (2%)

Memory

21.5MiB live, 169.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	232	1560
1	786	1431
2	2849	1356
0	8511	1307

Stop Event

1×	iter limit
1×	node limit

Counts

86 → 85

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

rewrite291.0ms (2.4%)

Memory

-0.1MiB live, 233.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	53
0	23	53
1	95	51
2	744	51
0	8347	47

Stop Event

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

Counts

6 → 210

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

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

eval82.0ms (0.7%)

Memory: -5.3MiB live, 55.3MiB allocated
Compiler: Compiled 12 005 to 1 192 computations (90.1% saved)

prune42.0ms (0.3%)

Memory

-14.5MiB live, 30.8MiB allocated

Pruning

17 alts after pruning (17 fresh and 0 done)

	Pruned	Kept	Total
New	268	17	285
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	269	17	286

Accuracy

99.9%

Counts

286 → 17

Alt Table

Click to see full alt table

Status	Accuracy	Program
	77.3%	(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
▶	99.8%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
	39.1%	(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64))))
	47.4%	(-.f64 (/.f64 (fma.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (fma.f64 z z (+.f64 z #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 1 binary64) x) (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))))) (.f64 (+.f64 #s(literal 1 binary64) x) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))) t)
	66.9%	(-.f64 (+.f64 (/.f64 (.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
	57.9%	(-.f64 (+.f64 (/.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))) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #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 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (.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 (-.f64 (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)))) t)
	99.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
▶	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
▶	80.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
	88.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
	38.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	78.4%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t)))
▶	37.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 016 to 718 computations (29.3% saved)

simplify164.0ms (1.3%)

Memory

17.6MiB live, 64.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	54	511
0	89	511
1	133	511
2	210	511
3	402	511
4	653	511
5	1557	511
6	2849	511
7	3962	511
8	7420	511
0	8525	498

Stop Event

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

Calls

Call 1

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

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

localize440.0ms (3.6%)

Memory

-5.3MiB live, 339.6MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.15625	(fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.49153182003014617	(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
accuracy	6.069392648166379	(*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)
accuracy	58.30262912289742	(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy	0.02734375	(.f64 (-.f64 (.f64 (-.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y)
accuracy	0.15625	(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy	0.3026369947068433	#s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
accuracy	0.3671875	(.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y)
accuracy	0.01171875	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
accuracy	0.01171875	(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy	0.15625	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy	0.0	(neg.f64 t)
accuracy	40.195939693712994	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.0	(log.f64 y)
accuracy	0.0078125	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
accuracy	0.0078125	(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
accuracy	0.15625	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))

Samples

226.0ms	189×	1	valid
169.0ms	51×	2	valid
5.0ms	16×	0	valid

Compiler

Compiled 388 to 44 computations (88.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 239.0ms

adjust: 67.0ms (28.1% of total)

ival-mult: 67.0ms (28.1% of total)

ival-log: 52.0ms (21.8% of total)

ival-sub: 21.0ms (8.8% of total)

ival-add: 11.0ms (4.6% of total)

ival-neg: 8.0ms (3.4% of total)

const: 7.0ms (2.9% of total)

ival-div: 4.0ms (1.7% of total)

ival-log1p: 2.0ms (0.8% of total)

exact: 1.0ms (0.4% of total)

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

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

series193.0ms (1.6%)

Memory

4.8MiB live, 229.0MiB allocated

Counts

27 → 167

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
48.0ms	z	@	0	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (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 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (log (- 1 y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (* (- (* -1/4 y) 1/3) y) (log (- 1 y)) (* (- (* (- (* -1/4 y) 1/3) y) 1/2) y) (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
45.0ms	z	@	-inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (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 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (log (- 1 y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (* (- (* -1/4 y) 1/3) y) (log (- 1 y)) (* (- (* (- (* -1/4 y) 1/3) y) 1/2) y) (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
29.0ms	z	@	inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (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 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (log (- 1 y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (* (- (* -1/4 y) 1/3) y) (log (- 1 y)) (* (- (* (- (* -1/4 y) 1/3) y) 1/2) y) (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
18.0ms	y	@	-inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (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 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (log (- 1 y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (* (- (* -1/4 y) 1/3) y) (log (- 1 y)) (* (- (* (- (* -1/4 y) 1/3) y) 1/2) y) (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
10.0ms	y	@	inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (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 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (log (- 1 y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (* (- (* -1/4 y) 1/3) y) (log (- 1 y)) (* (- (* (- (* -1/4 y) 1/3) y) 1/2) y) (log (- 1 y)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))

simplify172.0ms (1.4%)

Memory

0.9MiB live, 231.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	476	2973
1	1674	2730
2	6365	2700
0	8315	2588

Stop Event

1×	iter limit
1×	node limit

Counts

167 → 164

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

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

rewrite246.0ms (2%)

Memory

-2.6MiB live, 376.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	54	373
0	90	373
1	364	368
2	2750	363
0	8678	361

Stop Event

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

Counts

27 → 409

Calls

Call 1

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

Outputs
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (-.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t))) (.f64 (-.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t)) (pow.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 2 binary64)))) (.f64 (-.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t)) (-.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t))))
(/.f64 (fma.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (-.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (.f64 (fma.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (-.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (pow.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 3 binary64)))) (.f64 (fma.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (-.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (fma.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (-.f64 (-.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t))))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))))))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t)))) (.f64 (+.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)))
(/.f64 (fma.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (.f64 (+.f64 #s(literal 1 binary64) z) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t))))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))))))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t)))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)))
(/.f64 (fma.f64 (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (.f64 z z) #s(literal 1 binary64))) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t))))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (.f64 z z) #s(literal 1 binary64))) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))) (.f64 (+.f64 #s(literal 1 binary64) z) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))))))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (.f64 z z) #s(literal 1 binary64))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t)))) (.f64 (+.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (.f64 z z) #s(literal 1 binary64))) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (.f64 (+.f64 #s(literal 1 binary64) z) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t))))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))))))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t)))) (*.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)))
(/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (.f64 (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))) (+.f64 #s(literal 1 binary64) z) (.f64 (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))))) (.f64 (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (fma.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)) (.f64 (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))))) (*.f64 (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
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(/.f64 (-.f64 (.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (.f64 t t))) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (pow.f64 t #s(literal 3 binary64)))) (pow.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) #s(literal 2 binary64)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t))) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (neg.f64 (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t))
(/.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))))
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)) (/.f64 (.f64 t t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t)))
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) t) (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)) t)
(+.f64 #s(literal 0 binary64) (log.f64 y))
(+.f64 (log.f64 y) #s(literal 0 binary64))
(log.f64 y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(*.f64 y (neg.f64 (-.f64 z #s(literal 1 binary64))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y))
(/.f64 (.f64 (-.f64 (.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (neg.f64 y)) (fma.f64 z z (+.f64 #s(literal 1 binary64) z)))
(/.f64 (.f64 (neg.f64 y) (-.f64 (.f64 z z) #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) z))
(/.f64 (*.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) z)))
(neg.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))))
(.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y)
(.f64 y (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)))
(/.f64 (.f64 (-.f64 (.f64 #s(literal 1/16 binary64) (*.f64 y y)) #s(literal 1/9 binary64)) y) (fma.f64 #s(literal -1/4 binary64) y #s(literal 1/3 binary64)))
(/.f64 (.f64 (-.f64 (.f64 #s(literal -1/64 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/27 binary64)) y) (fma.f64 #s(literal 1/16 binary64) (*.f64 y y) (fma.f64 y #s(literal -1/12 binary64) #s(literal 1/9 binary64))))
(/.f64 (.f64 y (-.f64 (.f64 #s(literal 1/16 binary64) (*.f64 y y)) #s(literal 1/9 binary64))) (fma.f64 #s(literal -1/4 binary64) y #s(literal 1/3 binary64)))
(/.f64 (.f64 y (-.f64 (.f64 #s(literal -1/64 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/27 binary64))) (fma.f64 #s(literal 1/16 binary64) (*.f64 y y) (fma.f64 y #s(literal -1/12 binary64) #s(literal 1/9 binary64))))
#s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
(.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64))
(.f64 (-.f64 (.f64 (-.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y)
(.f64 y (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) #s(literal 1 binary64)))
(.f64 y (-.f64 (.f64 (-.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)))
(.f64 #s(literal 1 binary64) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) y) (fma.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 3 binary64)) #s(literal 1/8 binary64)) y) (+.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/4 binary64)) (pow.f64 (.f64 (-.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 2 binary64))))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 2 binary64)) #s(literal 1/4 binary64))) (fma.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 3 binary64)) #s(literal 1/8 binary64))) (+.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/4 binary64)) (pow.f64 (.f64 (-.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 2 binary64))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (*.f64 y y)))) (log.f64 (neg.f64 (+.f64 y #s(literal 1 binary64)))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (log.f64 (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(-.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(/.f64 (fma.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) (neg.f64 z) (.f64 (neg.f64 z) (neg.f64 (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))))) (*.f64 z z))
(/.f64 (fma.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) z (.f64 (neg.f64 z) (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))) (*.f64 (neg.f64 z) z))
(/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z) (.f64 z (neg.f64 (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))))) (*.f64 z (neg.f64 z)))
(/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (.f64 z (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))) (*.f64 z z))
(/.f64 (fma.f64 (neg.f64 (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (neg.f64 z) (.f64 (neg.f64 z) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))))) (*.f64 z z))
(/.f64 (fma.f64 (neg.f64 (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) z (.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (*.f64 (neg.f64 z) z))
(/.f64 (fma.f64 (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))) (neg.f64 z) (.f64 z (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))))) (*.f64 z (neg.f64 z)))
(/.f64 (-.f64 (pow.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) #s(literal 2 binary64)) (pow.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 2 binary64))) (/.f64 (log.f64 (/.f64 (pow.f64 y (neg.f64 (-.f64 x #s(literal 1 binary64)))) (-.f64 #s(literal 1 binary64) y))) z))
(/.f64 (+.f64 (pow.f64 (.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) #s(literal 3 binary64)) (pow.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)))))
(/.f64 (neg.f64 (neg.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64))))))) (neg.f64 (neg.f64 z)))
(/.f64 (fma.f64 (.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))) z (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) z))) (.f64 z z))
(/.f64 (-.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (.f64 (log.f64 (/.f64 (pow.f64 y (neg.f64 (-.f64 x #s(literal 1 binary64)))) (-.f64 #s(literal 1 binary64) y))) z))
(/.f64 (+.f64 (pow.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64))) (.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (neg.f64 (-.f64 x #s(literal 1 binary64)))))) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) z))
(/.f64 (neg.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64)))))) (neg.f64 z))
(/.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) z)
(neg.f64 (/.f64 (neg.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64)))))) z))
(neg.f64 (/.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) (neg.f64 z)))
(fma.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (neg.f64 (log.f64 y)) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(+.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)))
(+.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))

eval110.0ms (0.9%)

Memory: -19.5MiB live, 224.5MiB allocated
Compiler: Compiled 33 203 to 2 900 computations (91.3% saved)

prune28.0ms (0.2%)

Memory

33.2MiB live, 81.3MiB allocated

Pruning

23 alts after pruning (22 fresh and 1 done)

	Pruned	Kept	Total
New	599	19	618
Fresh	9	3	12
Picked	4	1	5
Done	0	0	0
Total	612	23	635

Accuracy

100.0%

Counts

635 → 23

Alt Table

Click to see full alt table

Status	Accuracy	Program
	88.5%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
▶	66.5%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
▶	99.5%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
	76.6%	(-.f64 (+.f64 (/.f64 (.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (*.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)
	66.3%	(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (*.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)
	76.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	66.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64)) (+.f64 (fma.f64 x x x) #s(literal 1 binary64))) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
	79.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ ( (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (neg.f64 (log.f64 y))))) z)) t)
	61.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ ( (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))) z)) t)
	88.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶	88.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
▶	81.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z))) t)
	94.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
▶	47.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
	65.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
✓	37.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	3.4%	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
	34.9%	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Compiler

Compiled 1 572 to 1 110 computations (29.4% saved)

simplify135.0ms (1.1%)

Memory

-0.8MiB live, 187.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	58	539
0	89	530
1	130	530
2	200	530
3	394	530
4	768	522
5	1625	522
6	3120	522
7	5728	522
8	7768	522
0	8014	516

Stop Event

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

Calls

Call 1

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

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

localize220.0ms (1.8%)

Memory

15.4MiB live, 346.6MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 y)
accuracy	0.0078125	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
accuracy	0.0078125	(-.f64 (neg.f64 (log.f64 y)) t)
accuracy	23.232422664385947	#s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t))
accuracy	0.01171875	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
accuracy	0.2578125	(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64))))
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)))
accuracy	11.09636312445775	(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)
accuracy	0.01171875	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
accuracy	0.16015625	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))
accuracy	10.0695158030263	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
accuracy	0.0	(neg.f64 y)
accuracy	0.01171875	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
accuracy	52.60684039984529	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
accuracy	0.03125	(.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
accuracy	0.15625	(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy	0.35546875	(*.f64 #s(literal -1/3 binary64) y)
accuracy	0.42908147560480003	#s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))

Samples

77.0ms	170×	0	valid
73.0ms	85×	1	valid
1.0ms	1×	2	valid

Compiler

Compiled 350 to 43 computations (87.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 117.0ms

ival-mult: 44.0ms (37.6% of total)

ival-log: 22.0ms (18.8% of total)

ival-sub: 19.0ms (16.2% of total)

adjust: 11.0ms (9.4% of total)

ival-add: 8.0ms (6.8% of total)

const: 4.0ms (3.4% of total)

ival-neg: 4.0ms (3.4% of total)

ival-div: 2.0ms (1.7% of total)

ival-log1p: 2.0ms (1.7% of total)

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

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

exact: 0.0ms (0% of total)

series72.0ms (0.6%)

Memory

1.7MiB live, 138.4MiB allocated

Counts

26 → 143

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
11.0ms	y	@	0	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (log y) (- x 1)) y) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (neg y) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (- (* (log y) (- x 1)) t) (- (neg (log y)) t) (log y))
10.0ms	y	@	inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (log y) (- x 1)) y) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (neg y) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (- (* (log y) (- x 1)) t) (- (neg (log y)) t) (log y))
10.0ms	y	@	-inf	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (log y) (- x 1)) y) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (neg y) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (- (* (log y) (- x 1)) t) (- (neg (log y)) t) (log y))
9.0ms	x	@	0	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (log y) (- x 1)) y) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (neg y) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (- (* (log y) (- x 1)) t) (- (neg (log y)) t) (log y))
7.0ms	z	@	0	((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (neg y) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (log y) (- x 1)) y) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (neg y) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (- (* (log y) (- x 1)) t) (- (neg (log y)) t) (log y))

simplify184.0ms (1.5%)

Memory

-15.7MiB live, 270.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	383	2118
1	1330	1958
2	4984	1933
0	8187	1842

Stop Event

1×	iter limit
1×	node limit

Counts

143 → 141

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

Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(-.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) 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 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+ y (* -1 (log y)))
(-.f64 y (log.f64 y))
(+ y (+ (* -1 (log y)) (* x (log y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y)
(* y (- (+ 1 (* -1 (/ (log y) y))) z))
(*.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) y)
(+ (* x (log y)) (* y (- (+ 1 (* -1 (/ (log y) y))) z)))
(fma.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) y (*.f64 (log.f64 y) x))
(* -1 (log y))
(neg.f64 (log.f64 y))
(+ (* -1 (log y)) (* x (log y)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(- (+ 1 (* -1 (/ (log y) y))) z)
(-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z)
(- (+ 1 (+ (* -1 (/ (log y) y)) (/ (* x (log y)) y))) z)
(fma.f64 (/.f64 (log.f64 y) y) (+.f64 #s(literal -1 binary64) x) (-.f64 #s(literal 1 binary64) z))
(- (* -1 (log y)) t)
(-.f64 (neg.f64 (log.f64 y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t)
(* 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 (log.f64 y) (/.f64 (-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t) x)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ y x))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x)
(* x (+ (log y) (/ (* y (- (+ 1 (* -1 (/ (log y) y))) z)) x)))
(*.f64 (fma.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) (/.f64 y x) (log.f64 y)) x)
(* x (+ (log y) (* -1 (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(/ (* x (log y)) y)
(*.f64 (log.f64 y) (/.f64 x y))
(* x (- (+ (* -1 (/ (log y) (* x y))) (+ (/ 1 x) (/ (log y) y))) (/ z x)))
(*.f64 (+.f64 (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) x) (/.f64 (log.f64 y) y)) x)
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 (log.f64 y) t) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ y (* -1 (log y))) x)))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (+ 1 (* -1 (/ (log y) y))) z)) x)))))
(*.f64 (fma.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) (/.f64 y x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(* -1 (* x (+ (* -1 (/ (log y) y)) (* -1 (/ (- (+ 1 (* -1 (/ (log y) y))) z) x)))))
(*.f64 (+.f64 (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) x) (/.f64 (log.f64 y) y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 (log.f64 y) t) x)) x)
(- (* (log y) (- x 1)) t)
(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 (neg.f64 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)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (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 (neg.f64 (-.f64 z #s(literal 1 binary64)))) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(* -1 y)
(neg.f64 y)
(* y (- (* -1/2 y) 1))
(.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(.f64 (-.f64 (.f64 (-.f64 (*.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 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (.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))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))
(* -1 (* y z))
(*.f64 (neg.f64 y) z)
(+ y (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
(* -1/3 y)
(*.f64 #s(literal -1/3 binary64) y)
(* -1/2 y)
(*.f64 #s(literal -1/2 binary64) y)
(* y (- (* -1/3 y) 1/2))
(.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
(/ (* (log y) (- x 1)) y)
(*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y))
(/ (+ (* y (- 1 z)) (* (log y) (- x 1))) y)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)) y)
(* -1 (+ t (log y)))
(neg.f64 (+.f64 (log.f64 y) t))
(log y)
(log.f64 y)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) 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)
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) 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)
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1 binary64) (fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (/.f64 (/.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/3 binary64) (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)))) y) y)))) t)
(+ (log -1) (* -1 (log (/ 1 y))))
(+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64)))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(-.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (/.f64 #s(literal 1 binary64) y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(-.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (/.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1 binary64)) y))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(+.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (log.f64 #s(literal -1 binary64)))
(* -1/3 (pow y 3))
(*.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal -1/3 binary64))
(* -1 (* (pow y 3) (+ 1/3 (* 1/2 (/ 1 y)))))
(*.f64 (+.f64 (/.f64 #s(literal -1/2 binary64) y) #s(literal -1/3 binary64)) (pow.f64 y #s(literal 3 binary64)))
(* (pow y 3) (- (* -1 (/ (+ 1/2 (/ 1 y)) y)) 1/3))
(*.f64 (-.f64 (/.f64 (+.f64 (/.f64 #s(literal -1 binary64) y) #s(literal -1/2 binary64)) y) #s(literal 1/3 binary64)) (pow.f64 y #s(literal 3 binary64)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)))
(+ (* -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)))))
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y
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(+ (log -1) (* -1 (log (/ -1 y))))
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(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
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#s(literal -1 binary64)
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(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
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(+ (* -1 (* y z)) (* y (+ 1 (/ (* (log y) (- x 1)) y))))
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
z
(* z (- 1 (/ 1 z)))
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rewrite196.0ms (1.6%)

Memory

17.2MiB live, 213.5MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	58	459
0	89	450
1	346	444
2	2461	444
0	8355	444

Stop Event

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

Counts

26 → 298

Calls

Call 1

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

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

eval68.0ms (0.5%)

Memory: -23.2MiB live, 125.0MiB allocated
Compiler: Compiled 27 319 to 2 133 computations (92.2% saved)

prune28.0ms (0.2%)

Memory

2.5MiB live, 49.4MiB allocated

Pruning

27 alts after pruning (24 fresh and 3 done)

	Pruned	Kept	Total
New	457	12	469
Fresh	5	12	17
Picked	3	2	5
Done	0	1	1
Total	465	27	492

Accuracy

100.0%

Counts

492 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	66.5%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
	88.5%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
	76.6%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))) t))
	66.2%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx ( (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
	66.3%	(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (*.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)
	76.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
▶	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
▶	99.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
	79.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ ( (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (neg.f64 (log.f64 y))))) z)) t)
	61.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ ( (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))) z)) t)
	88.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	59.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 (/.f64 (fma.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) z) (.f64 y (neg.f64 (-.f64 (.f64 z z) #s(literal 1 binary64))))) (*.f64 y (+.f64 #s(literal 1 binary64) z))) y))) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
✓	47.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
▶	47.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	70.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y))) y))) t)
	53.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (*.f64 (log.f64 y) (/.f64 x y))) y))) t)
▶	65.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	72.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (fma.f64 (*.f64 y (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) y) y)))) t)
	54.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
▶	87.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x)))) t)
	93.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (*.f64 (fma.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) (/.f64 y x) (log.f64 y)) x)))) t)
✓	37.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
	3.4%	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
	34.9%	#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))

Compiler

Compiled 2 035 to 1 346 computations (33.9% saved)

simplify148.0ms (1.2%)

Memory

4.6MiB live, 143.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	726
0	91	717
1	159	717
2	342	712
3	869	712
4	2095	697
5	3727	697
6	5566	697
7	7291	697
0	8116	663

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

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

localize326.0ms (2.6%)

Memory

-14.2MiB live, 268.4MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.28125	(/.f64 (-.f64 y (log.f64 y)) x)
accuracy	0.7850597449005449	(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x)
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x))))
accuracy	10.0695158030263	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x)))
accuracy	0.01171875	(*.f64 (-.f64 z #s(literal 1 binary64)) y)
accuracy	0.02734375	(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.15234375	(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
accuracy	0.5331560040868877	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
accuracy	0.01171875	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
accuracy	0.0234375	(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
accuracy	27.32852391766633	#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
accuracy	0.01171875	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
accuracy	0.8632194923663018	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y)))
accuracy	11.09636312445775	(.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y)
accuracy	52.304847581906635	#s(approx (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) 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	(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
accuracy	0.15234375	(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
accuracy	0.5331560040868877	#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))

Samples

109.0ms	86×	1	valid
67.0ms	170×	0	valid

Compiler

Compiled 417 to 45 computations (89.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 146.0ms

ival-log: 63.0ms (43.1% of total)

ival-mult: 43.0ms (29.4% of total)

ival-add: 13.0ms (8.9% of total)

ival-sub: 9.0ms (6.2% of total)

adjust: 8.0ms (5.5% of total)

ival-div: 5.0ms (3.4% of total)

ival-neg: 4.0ms (2.7% of total)

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

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

exact: 0.0ms (0% of total)

series321.0ms (2.6%)

Memory

-6.2MiB live, 203.9MiB allocated

Counts

27 → 158

Calls

Call 1

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

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)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(* y (- (+ 1 (* -1 (/ (log y) y))) z))
(+ (* x (log y)) (* y (- (+ 1 (* -1 (/ (log y) y))) z)))
-1
(- x 1)
(- y (log y))
(- (+ y (* x (log y))) (log y))
(- (+ 1 (* -1 (/ (log y) y))) z)
(- (+ 1 (+ (* -1 (/ (log y) y)) (/ (* x (log y)) y))) z)
(/ (- y (log y)) x)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (+ (log y) (/ (* y (- (+ 1 (* -1 (/ (log y) y))) z)) x)))
x
(* x (- 1 (/ 1 x)))
(* x (- (+ (log y) (/ y x)) (/ (log y) x)))
(/ (* x (log y)) y)
(* x (- (+ (* -1 (/ (log y) (* x y))) (+ (/ 1 x) (/ (log y) y))) (/ z 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)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (+ 1 (* -1 (/ (log y) y))) z)) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- y (log y)) x)))))
(* -1 (* x (+ (* -1 (/ (log y) y)) (* -1 (/ (- (+ 1 (* -1 (/ (log y) y))) z) 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)))
(log y)
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(* -1 (log y))
(- (* y (- 1 z)) (log y))
(* x (- (log y) (/ (log y) x)))
(+ y (* x (- (log y) (/ (log y) x))))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* -1 (- z 1))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(/ (* (log y) (- x 1)) y)
(/ (+ (* y (- 1 z)) (* (log y) (- x 1))) y)
(+ (log y) (* y (- z 1)))
(* y (- z 1))
(* -1 (/ (log y) x))
(+ (* -1 (/ (log y) x)) (/ y x))
(- (+ (* -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 (log (/ 1 y)))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* y (- 1 z))
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z))
(* y (- (+ 1 (/ (log (/ 1 y)) y)) z))
y
(* y (+ 1 (/ (* x (- (* -1 (log (/ 1 y))) (* -1 (/ (log (/ 1 y)) x)))) y)))
(* -1/2 (* y (- z 1)))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(- 1 z)
(- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z)
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 1))
(/ y x)
(* y (+ (/ 1 x) (/ (log (/ 1 y)) (* x 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)
(+ (* -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))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(* -1 (* y (+ (* -1 (- 1 z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)))))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) y)) (/ (log -1) y)) (* -1 (- z 1)))))
(* -1 (* y (- (* -1 (/ (* x (+ (log -1) (+ (* -1 (log (/ -1 y))) (* -1 (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)))))) y)) 1)))
(* -1 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 y))))
(- (+ 1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)) z)
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) (* x y))) (/ (log -1) (* x y))) (/ 1 x))))
(- (+ (* -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))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* y (+ 1 (/ (* (log y) (- x 1)) y)))
(+ (* -1 (* y z)) (* y (+ 1 (/ (* (log y) (- x 1)) y))))
(* -1 (+ (log y) (* -1 y)))
(- (* -1 (* y z)) (+ (log y) (* -1 y)))
(* -1 (* y (- (* -1/2 y) 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1))))
(* -1 (- (* -1/2 y) 1))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(+ 1 (/ (* (log y) (- x 1)) y))
(+ 1 (+ (* -1 z) (/ (* (log y) (- x 1)) y)))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
(* -1 y)
(+ (* -1 y) (* y 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))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ (* y (+ 1 (/ (* (log y) (- x 1)) y))) z)))
(* z (- (* -1 (/ (+ (log y) (* -1 y)) z)) y))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))))
(* z (- (* -1/2 y) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* -1 z)
(* z (- (+ (/ 1 z) (/ (* (log y) (- x 1)) (* y z))) 1))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* z (+ y (* -1 (/ y 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 (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ (* y (+ 1 (/ (* (log y) (- x 1)) y))) z)))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ (log y) z)) (* -1 y))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (/ (* y (- (* -1/2 y) 1)) z))))
(* -1 (* z (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (* z (+ 1 (* -1 (/ (+ 1 (/ (* (log y) (- x 1)) y)) z)))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(* -1 (* z (+ (* -1 y) (/ 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
124.0ms	t	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (* (+ (log y) (/ (- y (log y)) x)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (+ (* (- z 1) y) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (/ (- y (log y)) x))
85.0ms	y	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (* (+ (log y) (/ (- y (log y)) x)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (+ (* (- z 1) y) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (/ (- y (log y)) x))
43.0ms	x	@	-inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (* (+ (log y) (/ (- y (log y)) x)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (+ (* (- z 1) y) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (/ (- y (log y)) x))
15.0ms	y	@	-inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (* (+ (log y) (/ (- y (log y)) x)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (+ (* (- z 1) y) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (/ (- y (log y)) x))
12.0ms	x	@	inf	((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (* (+ (log y) (/ (- y (log y)) x)) x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (- z 1) (+ (* -1/2 y) -1)) (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) (+ (* (- z 1) y) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (/ (- y (log y)) x))

simplify257.0ms (2.1%)

Memory

-9.2MiB live, 131.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	437	2452
1	1569	2240
2	5771	2221
0	8226	2095

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)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(* y (- (+ 1 (* -1 (/ (log y) y))) z))
(+ (* x (log y)) (* y (- (+ 1 (* -1 (/ (log y) y))) z)))
-1
(- x 1)
(- y (log y))
(- (+ y (* x (log y))) (log y))
(- (+ 1 (* -1 (/ (log y) y))) z)
(- (+ 1 (+ (* -1 (/ (log y) y)) (/ (* x (log y)) y))) z)
(/ (- y (log y)) x)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (+ (log y) (/ (* y (- (+ 1 (* -1 (/ (log y) y))) z)) x)))
x
(* x (- 1 (/ 1 x)))
(* x (- (+ (log y) (/ y x)) (/ (log y) x)))
(/ (* x (log y)) y)
(* x (- (+ (* -1 (/ (log y) (* x y))) (+ (/ 1 x) (/ (log y) y))) (/ z 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)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (+ 1 (* -1 (/ (log y) y))) z)) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- y (log y)) x)))))
(* -1 (* x (+ (* -1 (/ (log y) y)) (* -1 (/ (- (+ 1 (* -1 (/ (log y) y))) z) 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)))
(log y)
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(* -1 (log y))
(- (* y (- 1 z)) (log y))
(* x (- (log y) (/ (log y) x)))
(+ y (* x (- (log y) (/ (log y) x))))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* -1 (- z 1))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(/ (* (log y) (- x 1)) y)
(/ (+ (* y (- 1 z)) (* (log y) (- x 1))) y)
(+ (log y) (* y (- z 1)))
(* y (- z 1))
(* -1 (/ (log y) x))
(+ (* -1 (/ (log y) x)) (/ y x))
(- (+ (* -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 (log (/ 1 y)))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* y (- 1 z))
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z))
(* y (- (+ 1 (/ (log (/ 1 y)) y)) z))
y
(* y (+ 1 (/ (* x (- (* -1 (log (/ 1 y))) (* -1 (/ (log (/ 1 y)) x)))) y)))
(* -1/2 (* y (- z 1)))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(- 1 z)
(- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z)
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 1))
(/ y x)
(* y (+ (/ 1 x) (/ (log (/ 1 y)) (* x 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)
(+ (* -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))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(* -1 (* y (+ (* -1 (- 1 z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)))))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) y)) (/ (log -1) y)) (* -1 (- z 1)))))
(* -1 (* y (- (* -1 (/ (* x (+ (log -1) (+ (* -1 (log (/ -1 y))) (* -1 (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)))))) y)) 1)))
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(- (+ (* -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 (+ (* -1 z) (/ (* (log y) (- x 1)) y)))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
(* -1 y)
(+ (* -1 y) (* y z))
(* z (log (- 1 y)))
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(* 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))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
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(* -1 z)
(* z (- (+ (/ 1 z) (/ (* (log y) (- x 1)) (* y z))) 1))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* z (+ y (* -1 (/ y 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)))))
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(* -1 (* z (+ 1 (* -1 (/ (+ 1 (/ (* (log y) (- x 1)) y)) z)))))
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(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
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Outputs
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(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (neg.f64 (log.f64 y)) t))
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#s(literal -1 binary64)
(- x 1)
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(/ (- y (log y)) x)
(/.f64 (-.f64 y (log.f64 y)) x)
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(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
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(*.f64 (fma.f64 (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) x) y (log.f64 y)) x)
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(*.f64 (+.f64 (/.f64 (-.f64 y (log.f64 y)) x) (log.f64 y)) x)
(/ (* x (log y)) y)
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
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(*.f64 (+.f64 (/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) y)) z) x) (/.f64 (log.f64 y) y)) x)
(- (* (log y) (- x 1)) t)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
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(fma.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) 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 (neg.f64 (-.f64 z #s(literal 1 binary64)))) y (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(* (log y) (- x 1))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
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(log y)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
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(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
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(.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
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(/ (* (log y) (- x 1)) y)
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(/.f64 (neg.f64 (log.f64 y)) x)
(+ (* -1 (/ (log y) x)) (/ y x))
(/.f64 (-.f64 y (log.f64 y)) x)
(- (+ (* -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)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) 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)) (-.f64 (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) 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)
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rewrite407.0ms (3.3%)

Memory

38.1MiB live, 227.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	639
0	91	630
1	387	620
2	2982	620
0	8528	612

Stop Event

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

Counts

27 → 514

Calls

Call 1

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

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

eval140.0ms (1.1%)

Memory: 5.6MiB live, 150.0MiB allocated
Compiler: Compiled 40 679 to 3 349 computations (91.8% saved)

prune72.0ms (0.6%)

Memory

-4.1MiB live, 85.8MiB allocated

Pruning

32 alts after pruning (28 fresh and 4 done)

	Pruned	Kept	Total
New	622	12	634
Fresh	3	16	19
Picked	3	2	5
Done	1	2	3
Total	629	32	661

Accuracy

100.0%

Counts

661 → 32

Alt Table

Click to see full alt table

Status	Accuracy	Program
	88.5%	(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
	76.6%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))) t))
	66.2%	(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx ( (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
	66.3%	(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (*.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)
	76.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y) (.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
	88.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (.f64 #s(approx ( (- z 1) y) (neg.f64 y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
	99.0%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
	79.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ ( (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (neg.f64 (log.f64 y))))) z)) t)
	61.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ ( (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))) z)) t)
	88.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
	69.4%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	59.6%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 (/.f64 (fma.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) z) (.f64 y (neg.f64 (-.f64 (.f64 z z) #s(literal 1 binary64))))) (*.f64 y (+.f64 #s(literal 1 binary64) z))) y))) t)
	89.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
✓	47.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
✓	47.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
	70.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y))) y))) t)
	53.1%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (*.f64 (log.f64 y) (/.f64 x y))) y))) t)
✓	65.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
	72.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (fma.f64 (*.f64 y (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) y) y)))) t)
	65.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (/.f64 (*.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (/.f64 (-.f64 y (log.f64 y)) x) #s(literal 2 binary64))) x) (-.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)))))) t)
	54.5%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (/.f64 (*.f64 (+.f64 (pow.f64 (/.f64 (-.f64 y (log.f64 y)) x) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) x) (fma.f64 (/.f64 (-.f64 y (log.f64 y)) x) (-.f64 (/.f64 (-.f64 y (log.f64 y)) x) (log.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))))) t)
	54.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
	62.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) #s(approx (* (+ (log y) (/ (- y (log y)) x)) x) (fma.f64 (*.f64 y x) (/.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) y) y))))) t)
	87.3%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) #s(approx (* (+ (log y) (/ (- y (log y)) x)) x) (*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x))))) t)
	59.2%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (+ (* (/ (- x 1) y) (log y)) (neg (- z 1))) y) (.f64 (.f64 y (+.f64 (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) y) #s(literal 1 binary64)) z) #s(literal -1 binary64))) z)))) t)
	54.9%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
	35.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (neg.f64 (/.f64 (-.f64 z (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) y) #s(literal 1 binary64))) y))) (.f64 y y)))) t)
	47.8%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
	30.7%	(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (neg.f64 (fma.f64 #s(literal 1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 z #s(literal 1 binary64)) y))) (.f64 y y)))) t)
	13.6%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	34.9%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓	37.2%	#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 3 840 to 1 314 computations (65.8% saved)

regimes221.0ms (1.8%)

Memory

2.1MiB live, 151.6MiB allocated

Counts

61 → 1

Calls

Call 1

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

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

Calls

8 calls:

67.0ms	x
52.0ms	t
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))))
15.0ms	z
15.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes143.0ms (1.2%)

Memory

15.1MiB live, 101.9MiB allocated

Counts

41 → 1

Calls

Call 1

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

41.0ms	(-.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)
38.0ms	t
11.0ms	z
10.0ms	x
10.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes114.0ms (0.9%)

Memory

-12.2MiB live, 91.4MiB allocated

Counts

34 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

47.0ms	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))))
9.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	z
9.0ms	x

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes133.0ms (1.1%)

Memory

-26.5MiB live, 118.0MiB allocated

Counts

29 → 1

Calls

Call 1

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

Outputs

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

Calls

8 calls:

36.0ms	y
29.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
28.0ms	t
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	z

Results

Accuracy	Segments	Branch
99.3%	1	`(-.f64 z #s(literal 1 binary64))`
99.3%	1	`(-.f64 x #s(literal 1 binary64))`
99.3%	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))))`
99.3%	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)`
99.3%	1	`x`
99.3%	1	`y`
99.3%	1	`z`
99.3%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes69.0ms (0.6%)

Memory

18.3MiB live, 64.2MiB allocated

Counts

23 → 1

Calls

Call 1

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

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

Calls

8 calls:

22.0ms	(-.f64 x #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))))
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	z
7.0ms	t

Results

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

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes75.0ms (0.6%)

Memory

-21.1MiB live, 69.5MiB allocated

Counts

16 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

26.0ms	(-.f64 z #s(literal 1 binary64))
19.0ms	y
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
5.0ms	t

Results

Accuracy	Segments	Branch
91.7%	2	`(-.f64 z #s(literal 1 binary64))`
96.4%	3	`(-.f64 x #s(literal 1 binary64))`
95.5%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
94.8%	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)`
96.4%	3	`x`
88.2%	1	`y`
91.7%	2	`z`
88.2%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes64.0ms (0.5%)

Memory

-5.5MiB live, 92.5MiB allocated

Counts

15 → 2

Calls

Call 1

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

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

Calls

6 calls:

40.0ms	(-.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)
5.0ms	z
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))))
4.0ms	(-.f64 z #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
91.7%	2	`(-.f64 z #s(literal 1 binary64))`
91.7%	2	`z`
88.2%	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)`
88.2%	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))))`
88.2%	1	`(-.f64 x #s(literal 1 binary64))`
88.2%	1	`x`

Compiler

Compiled 40 to 47 computations (-17.5% saved)

regimes9.0ms (0.1%)

Memory

24.5MiB live, 24.5MiB allocated

Counts

14 → 2

Calls

Call 1

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

Outputs

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

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

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
91.6%	2	`(-.f64 z #s(literal 1 binary64))`
91.6%	2	`z`

Compiler

Compiled 4 to 10 computations (-150% saved)

regimes75.0ms (0.6%)

Memory

-4.0MiB live, 85.1MiB allocated

Counts

13 → 4

Calls

Call 1

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

Calls

8 calls:

11.0ms	x
4.0ms	(-.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)
4.0ms	z
4.0ms	(+.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))))
4.0ms	y

Results

Accuracy	Segments	Branch
87.0%	3	`(-.f64 x #s(literal 1 binary64))`
88.8%	4	`x`
72.8%	3	`t`
87.0%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
87.0%	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)`
69.4%	1	`y`
73.0%	2	`(-.f64 z #s(literal 1 binary64))`
73.0%	2	`z`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes15.0ms (0.1%)

Memory

32.7MiB live, 32.7MiB allocated

Counts

11 → 4

Calls

Call 1

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

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

Calls

4 calls:

4.0ms	(+.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))))
4.0ms	(-.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)
4.0ms	x
3.0ms	(-.f64 x #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
63.8%	5	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
79.9%	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))))`
78.2%	3	`(-.f64 x #s(literal 1 binary64))`
80.6%	4	`x`

Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes18.0ms (0.1%)

Memory

-48.6MiB live, 4.1MiB allocated

Counts

8 → 4

Calls

Call 1

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

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

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
80.5%	4	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes19.0ms (0.2%)

Memory

25.5MiB live, 25.5MiB allocated

Counts

7 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

7 calls:

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	t
3.0ms	x
3.0ms	z
3.0ms	y

Results

Accuracy	Segments	Branch
47.8%	1	`y`
62.6%	3	`t`
51.6%	3	`(-.f64 z #s(literal 1 binary64))`
53.1%	3	`z`
69.5%	3	`(-.f64 x #s(literal 1 binary64))`
68.9%	3	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
69.5%	3	`x`

Compiler

Compiled 25 to 41 computations (-64% saved)

regimes17.0ms (0.1%)

Memory

-20.2MiB live, 27.4MiB allocated

Counts

5 → 1

Calls

Call 1

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

Outputs

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

Calls

7 calls:

4.0ms	z
2.0ms	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	x
2.0ms	t

Results

Accuracy	Segments	Branch
47.8%	1	`(-.f64 z #s(literal 1 binary64))`
47.8%	1	`z`
47.8%	1	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
47.8%	1	`t`
47.8%	1	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
47.8%	1	`x`
47.8%	1	`(-.f64 x #s(literal 1 binary64))`

Compiler

Compiled 41 to 51 computations (-24.4% saved)

regimes13.0ms (0.1%)

Memory

32.3MiB live, 32.3MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

Outputs

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
47.7%	1	`(-.f64 z #s(literal 1 binary64))`
47.7%	1	`(-.f64 x #s(literal 1 binary64))`
47.7%	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))))`
47.7%	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)`
47.7%	1	`x`
47.7%	1	`z`
47.7%	1	`y`
47.7%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes12.0ms (0.1%)

Memory

-20.1MiB live, 26.1MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs

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

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

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
47.5%	1	`y`
47.5%	1	`(-.f64 x #s(literal 1 binary64))`
47.5%	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))))`
47.5%	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)`
47.5%	1	`z`
47.5%	1	`(-.f64 z #s(literal 1 binary64))`
47.5%	1	`x`
47.5%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

regimes9.0ms (0.1%)

Memory

19.3MiB live, 19.3MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

8 calls:

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

Results

Accuracy	Segments	Branch
37.2%	1	`(-.f64 z #s(literal 1 binary64))`
37.2%	1	`(-.f64 x #s(literal 1 binary64))`
37.2%	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))))`
37.2%	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)`
37.2%	1	`x`
37.2%	1	`z`
37.2%	1	`y`
37.2%	1	`t`

Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch90.0ms (0.7%)

Memory

-3.6MiB live, 91.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
53.0ms	8.394776797848746e+19	3.2907146477421194e+23
32.0ms	-0.02418278739914781	-0.0003206127248856656

Samples

55.0ms	91×	1	valid
14.0ms	149×	0	valid

Compiler

Compiled 980 to 741 computations (24.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 61.0ms

ival-log: 46.0ms (75.3% of total)

ival-sub: 6.0ms (9.8% of total)

ival-mult: 4.0ms (6.5% of total)

adjust: 3.0ms (4.9% of total)

ival-add: 2.0ms (3.3% of total)

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

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

exact: 0.0ms (0% of total)

bsearch52.0ms (0.4%)

Memory

-3.0MiB live, 87.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
49.0ms	-1.64983995698653e+244	-2.345348687020832e+236

Samples

34.0ms	95×	1	valid
5.0ms	49×	0	valid

Compiler

Compiled 695 to 489 computations (29.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 34.0ms

ival-log: 21.0ms (62.6% of total)

ival-sub: 4.0ms (11.9% of total)

adjust: 3.0ms (8.9% of total)

ival-mult: 3.0ms (8.9% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory

4.1MiB live, 4.1MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-1.64983995698653e+244	-2.345348687020832e+236

Compiler

Compiled 560 to 426 computations (23.9% saved)

bsearch81.0ms (0.7%)

Memory

-16.3MiB live, 82.6MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	8.394776797848746e+19	3.2907146477421194e+23
32.0ms	8.286057761476209e-75	3.140077023011603e-70
43.0ms	-2.1531824415998266	-0.02418278739914781

Samples

39.0ms	163×	0	valid
26.0ms	77×	1	valid

Compiler

Compiled 1 841 to 1 207 computations (34.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 57.0ms

ival-sub: 30.0ms (52.4% of total)

ival-log: 19.0ms (33.2% of total)

ival-mult: 4.0ms (7% of total)

adjust: 3.0ms (5.2% of total)

ival-add: 1.0ms (1.7% of total)

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

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

exact: 0.0ms (0% of total)

bsearch45.0ms (0.4%)

Memory

24.8MiB live, 71.0MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
34.0ms	2.4501257547327202e+36	4.829362498107585e+39
1.0ms	8.286057761476209e-75	3.140077023011603e-70
7.0ms	-4.463804202171743e+51	-4.009356049954415e+51

Samples

25.0ms	63×	1	valid
9.0ms	97×	0	valid

Compiler

Compiled 1 516 to 987 computations (34.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 29.0ms

ival-log: 18.0ms (62.8% of total)

ival-sub: 4.0ms (13.9% of total)

ival-mult: 3.0ms (10.5% of total)

adjust: 2.0ms (7% of total)

ival-add: 1.0ms (3.5% of total)

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

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

exact: 0.0ms (0% of total)

bsearch3.0ms (0%)

Memory

6.1MiB live, 6.1MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	2.4501257547327202e+36	4.829362498107585e+39
1.0ms	8.286057761476209e-75	3.140077023011603e-70
0.0ms	-4.463804202171743e+51	-4.009356049954415e+51

Compiler

Compiled 1 516 to 997 computations (34.2% saved)

bsearch1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	2.4501257547327202e+36	4.829362498107585e+39
0.0ms	-4.463804202171743e+51	-4.009356049954415e+51

Compiler

Compiled 20 to 22 computations (-10% saved)

simplify80.0ms (0.6%)

Memory

-17.1MiB live, 73.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	159	1046
1	265	1046
2	412	1042
3	756	1042
4	1654	1036
5	2909	1036
6	4702	1036
7	5595	1036
8	6515	1036

Stop Event

1×	node limit

Calls

Call 1

Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) 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 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #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 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(if (<=.f64 x #s(literal -5534023222112865/9223372036854775808 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (if (<=.f64 x #s(literal 85000000000000000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)))
(if (<=.f64 z #s(literal -850000000000000084727312135175746637550404829760623669654297469820816124962461107618288989821469915949421236887283485579420904812710512672945539508564207596291172722590654488674374088877866512671863436497826973845558171802163951863595008 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 (neg.f64 y) z))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t))
(if (<=.f64 z #s(literal -850000000000000084727312135175746637550404829760623669654297469820816124962461107618288989821469915949421236887283485579420904812710512672945539508564207596291172722590654488674374088877866512671863436497826973845558171802163951863595008 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 (neg.f64 y) z))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t))
(if (<=.f64 x #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) (if (<=.f64 x #s(literal 85000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t))))
(if (<=.f64 x #s(literal -4399999999999999837249374588699575806050811116519424 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) (if (<=.f64 x #s(literal 4299999999999999997646152066002367545344 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -4399999999999999837249374588699575806050811116519424 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) (if (<=.f64 x #s(literal 4299999999999999997646152066002367545344 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -4200000000000000237373583589302012081900587512233984 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 4000000000000000169682549496071847936 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (-.f64 (.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ ( (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (-.f64 (*.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 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) 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 (-.f64 (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (.f64 (-.f64 (.f64 (-.f64 (.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (.f64 (.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #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 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(if (<=.f64 x #s(literal -5534023222112865/9223372036854775808 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (if (<=.f64 x #s(literal 85000000000000000000 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)))
(if (or (<=.f64 x #s(literal -5534023222112865/9223372036854775808 binary64)) (not (<=.f64 x #s(literal 85000000000000000000 binary64)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t))
(if (<=.f64 z #s(literal -850000000000000084727312135175746637550404829760623669654297469820816124962461107618288989821469915949421236887283485579420904812710512672945539508564207596291172722590654488674374088877866512671863436497826973845558171802163951863595008 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 (neg.f64 y) z))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t))
(if (<=.f64 z #s(literal -850000000000000084727312135175746637550404829760623669654297469820816124962461107618288989821469915949421236887283485579420904812710512672945539508564207596291172722590654488674374088877866512671863436497826973845558171802163951863595008 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 (neg.f64 y) z))) t) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t))
(if (<=.f64 x #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) (if (<=.f64 x #s(literal 85000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t))))
(if (<=.f64 x #s(literal -4399999999999999837249374588699575806050811116519424 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) (if (<=.f64 x #s(literal 4299999999999999997646152066002367545344 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -4399999999999999837249374588699575806050811116519424 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) (if (<=.f64 x #s(literal 4299999999999999997646152066002367545344 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -4399999999999999837249374588699575806050811116519424 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) (if (<=.f64 x #s(literal 4299999999999999997646152066002367545344 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -4399999999999999837249374588699575806050811116519424 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 2331202670670875/7770675568902916283677847627294075626569627356208558085007249638955617140820833992704 binary64)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) (if (<=.f64 x #s(literal 4299999999999999997646152066002367545344 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)))))
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(if (or (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -4200000000000000237373583589302012081900587512233984 binary64)) (not (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 4000000000000000169682549496071847936 binary64)))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (-.f64 #s(approx (+ ( (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (-.f64 (*.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 (+ (* (log y) (- x 1)) (* (* (- z 1) (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (-.f64 (*.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 x) (log y)) (* (neg y) (- z 1))) (.f64 #s(approx (+ ( (/ (- x 1) y) (log y)) (neg (- z 1))) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.7s (13.7%)

Memory

11.1MiB live, 1 166.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	383	2118
1	1330	1958
2	4984	1933
0	8187	1842
0	476	2973
1	1674	2730
2	6365	2700
0	8315	2588
0	14	53
0	23	53
1	95	51
2	744	51
0	8347	47
0	232	1560
1	786	1431
2	2849	1356
0	8511	1307
0	437	2452
1	1569	2240
2	5771	2221
0	8226	2095

Stop Event

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

Compiler

Compiled 1 358 to 506 computations (62.7% saved)

preprocess132.0ms (1.1%)

Memory: -3.9MiB live, 275.0MiB allocated
Compiler: Compiled 2 138 to 346 computations (83.8% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16

start0.0ms (0%)

analyze120.0ms (1%)

sample3.6s (29.3%)

explain419.0ms (3.4%)

preprocess33.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify9.0ms (0.1%)

localize242.0ms (2%)

series128.0ms (1%)

simplify247.0ms (2%)

rewrite291.0ms (2.4%)

eval82.0ms (0.7%)

prune42.0ms (0.3%)

simplify164.0ms (1.3%)

localize440.0ms (3.6%)

series193.0ms (1.6%)

simplify172.0ms (1.4%)

rewrite246.0ms (2%)

eval110.0ms (0.9%)

prune28.0ms (0.2%)

simplify135.0ms (1.1%)

localize220.0ms (1.8%)

series72.0ms (0.6%)

simplify184.0ms (1.5%)

rewrite196.0ms (1.6%)

eval68.0ms (0.5%)

prune28.0ms (0.2%)

simplify148.0ms (1.2%)

localize326.0ms (2.6%)

series321.0ms (2.6%)

simplify257.0ms (2.1%)

rewrite407.0ms (3.3%)

eval140.0ms (1.1%)

prune72.0ms (0.6%)

regimes221.0ms (1.8%)

regimes143.0ms (1.2%)

regimes114.0ms (0.9%)

regimes133.0ms (1.1%)

regimes69.0ms (0.6%)

regimes75.0ms (0.6%)

regimes64.0ms (0.5%)

regimes9.0ms (0.1%)

regimes75.0ms (0.6%)

regimes15.0ms (0.1%)

regimes18.0ms (0.1%)

regimes19.0ms (0.2%)

regimes17.0ms (0.1%)

regimes13.0ms (0.1%)

regimes12.0ms (0.1%)

regimes9.0ms (0.1%)

bsearch90.0ms (0.7%)

bsearch52.0ms (0.4%)

bsearch1.0ms (0%)

bsearch81.0ms (0.7%)

bsearch45.0ms (0.4%)

bsearch3.0ms (0%)

bsearch1.0ms (0%)

simplify80.0ms (0.6%)

soundness1.7s (13.7%)

preprocess132.0ms (1.1%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	70	252
1	141	252
2	306	252
3	577	252
4	869	252
5	936	252
6	967	252
0	14	17
0	23	17
1	33	17
2	52	17
3	82	17
4	115	17
5	121	17
6	124	17
0	124	16