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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze73.0ms (0.5%)

Memory

-22.3MiB live, 136.1MiB 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 15 to 14 computations (6.7% saved)

sample3.1s (22.2%)

Memory

-79.8MiB live, 2 375.2MiB allocated

Samples

1.6s	2 357×	1	valid
702.0ms	5 899×	0	valid
0.0ms	6×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 2.0s

ival-log: 1.4s (73% of total)

ival-sub: 204.0ms (10.3% of total)

ival-mult: 193.0ms (9.8% of total)

adjust: 62.0ms (3.1% of total)

ival-add: 60.0ms (3% of total)

ival-true: 6.0ms (0.3% of total)

exact: 6.0ms (0.3% of total)

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

Bogosity

explain379.0ms (2.7%)

Memory

-8.5MiB live, 383.3MiB allocated

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

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

Confusion

	Predicted +	Predicted -
+	43	0
-	212	1

Precision

0.16862745098039217

Recall

1.0

Confusion?

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

Precision?

0.16862745098039217

Recall?

1.0

Freqs

test

number	freq
0	1
1	255

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

116.0ms	364×	1	valid
75.0ms	124×	2	valid
2.0ms	24×	0	valid

Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions

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

ival-log: 109.0ms (69.5% of total)

adjust: 15.0ms (9.6% of total)

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

ival-sub: 13.0ms (8.3% of total)

ival-add: 5.0ms (3.2% of total)

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

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

exact: 0.0ms (0% of total)

preprocess151.0ms (1.1%)

Memory

18.4MiB live, 54.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	64	196
1	148	188
2	371	185
3	996	185
4	2028	185
5	3131	185
6	3857	185
7	4041	185
8	4084	185
9	4094	185
10	4100	185
11	4182	185
12	4238	185
13	4262	185
14	4262	185
0	12	13
0	19	13
1	30	13
2	43	13
3	66	13
4	102	13
5	171	13
6	323	13
7	544	13
8	733	13
9	792	13
10	818	13
0	818	11

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

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

prune0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	86.0%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 13 to 12 computations (7.7% saved)

simplify18.0ms (0.1%)

Memory

7.9MiB live, 7.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	323	48
7	544	48
8	733	48
9	792	48
10	818	48
0	818	42

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize138.0ms (1%)

Memory

-12.7MiB live, 114.0MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.0078125	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.2109375	(*.f64 x (log.f64 y))
accuracy	58.75433073975596	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

80.0ms	182×	1	valid
45.0ms	62×	2	valid
1.0ms	12×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 102.0ms

ival-log: 65.0ms (63.5% of total)

ival-mult: 19.0ms (18.6% of total)

adjust: 10.0ms (9.8% of total)

ival-sub: 5.0ms (4.9% of total)

ival-add: 2.0ms (2% of total)

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

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

exact: 0.0ms (0% of total)

series189.0ms (1.4%)

Memory

-13.6MiB live, 298.1MiB allocated

Counts

5 → 66

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
71.0ms	x	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
42.0ms	z	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
16.0ms	y	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
13.0ms	y	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
9.0ms	z	@	inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))

simplify404.0ms (2.9%)

Memory

22.5MiB live, 213.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	192	1065
1	588	958
2	1869	906
3	5380	877
0	8917	802

Stop Event

1×	iter limit
1×	node limit

Counts

66 → 66

Calls

Call 1

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

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

rewrite326.0ms (2.4%)

Memory

-4.0MiB live, 205.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	38
0	19	38
1	67	38
2	506	38
3	6785	38
0	8257	32

Stop Event

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

Counts

5 → 240

Calls

Call 1

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

Outputs
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)))) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 4 binary64)) (pow.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) #s(literal 2 binary64)))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (*.f64 (log1p.f64 (neg.f64 y)) z))))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) (-.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)))
(.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y)))))
(.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64)) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))
(.f64 (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64)) (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))))
(.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))))
(.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))))))
(.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64)))
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(fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (neg.f64 x) (log.f64 y)))) (neg.f64 t))
(fma.f64 #s(literal -1 binary64) t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(fma.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64)) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (neg.f64 t))
(fma.f64 (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64)) (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 3 binary64))) (neg.f64 t))
(fma.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z t) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (*.f64 (log.f64 y) x))
(fma.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (neg.f64 t))
(fma.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))) (neg.f64 t))
(fma.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)) #s(literal -1 binary64)) (neg.f64 t))
(fma.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (neg.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
(fma.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64)) (neg.f64 (/.f64 (.f64 t t) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))))
(fma.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64))) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
(fma.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))) (neg.f64 t))
(fma.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64))) (neg.f64 t))
(fma.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64)) (neg.f64 t))
(fma.f64 t #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 t))
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (neg.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))) (neg.f64 (/.f64 (*.f64 t t) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))))
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64))) (neg.f64 t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) (neg.f64 t))
(fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 x (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(-.f64 (+.f64 (neg.f64 t) (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))) (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))
(-.f64 (+.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 0 binary64)) t)
(-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (-.f64 (.f64 (log.f64 y) x) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))) (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))))
(-.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))) (/.f64 (.f64 t t) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))))
(-.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (+.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) t))
(-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (-.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 t)))
(-.f64 #s(literal 0 binary64) (-.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
(-.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
(-.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (-.f64 t (.f64 (log.f64 y) x)))
(+.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) (*.f64 (log1p.f64 (neg.f64 y)) z))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))) (neg.f64 (/.f64 (.f64 t t) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (neg.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
(+.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) (*.f64 (log.f64 y) x))
(+.f64 (neg.f64 t) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(+.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) (neg.f64 t))
(+.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (fma.f64 (log.f64 y) x (neg.f64 t)))
(+.f64 (*.f64 (log.f64 y) x) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 z (log1p.f64 (neg.f64 y)))

eval94.0ms (0.7%)

Memory: -5.8MiB live, 107.0MiB allocated
Compiler: Compiled 11 225 to 1 196 computations (89.3% saved)

prune26.0ms (0.2%)

Memory

4.9MiB live, 49.3MiB allocated

Pruning

13 alts after pruning (13 fresh and 0 done)

	Pruned	Kept	Total
New	282	13	295
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	283	13	296

Accuracy

100.0%

Counts

296 → 13

Alt Table

Click to see full alt table

Status	Accuracy	Program
	38.1%	(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64))))
	99.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
▶	91.4%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	72.8%	(-.f64 (fma.f64 (.f64 (.f64 (log.f64 y) x) x) (/.f64 (log.f64 y) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))) t)
	73.6%	(-.f64 (fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
▶	72.9%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))) t)
▶	99.8%	(-.f64 (+.f64 (.f64 x (log.f64 y)) #s(approx ( z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
	99.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z))) t)
	58.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	99.6%	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
	84.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
▶	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
▶	43.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 740 to 460 computations (37.8% saved)

simplify121.0ms (0.9%)

Memory

-10.7MiB live, 185.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
cost-diff	0	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
cost-diff	1	(neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))
cost-diff	28	(fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (neg.f64 x) (log.f64 y)))
cost-diff	0	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))) t)
cost-diff	4	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))))
cost-diff	14	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
cost-diff	0	(-.f64 (+.f64 (.f64 x (log.f64 y)) #s(approx ( z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
cost-diff	1	(fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z))
cost-diff	1	(+.f64 (.f64 x (log.f64 y)) #s(approx ( z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
cost-diff	2	(fma.f64 (.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (.f64 #s(literal -1/2 binary64) z))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	54	544
0	96	517
1	179	517
2	353	502
3	1054	442
4	3245	429
5	7480	429
0	8118	409

Stop Event

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

Calls

Call 1

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

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

localize869.0ms (6.3%)

Memory

0.6MiB live, 401.0MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.28125	(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
accuracy	0.296875	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy	0.5319137695368841	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	6.626649640979962	(/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))
accuracy	0.2109375	(*.f64 (log.f64 y) x)
accuracy	0.305351269536884	(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
accuracy	1.8476459291510292	(-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)))
accuracy	22.153128500136027	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy	0.2109375	(*.f64 (log.f64 y) x)
accuracy	0.5161197536649069	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
accuracy	0.0	(neg.f64 t)
accuracy	36.41804912991943	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.0234375	(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
accuracy	0.17579046820055716	#s(approx (* z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))
accuracy	0.2109375	(*.f64 x (log.f64 y))
accuracy	0.34375	(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z)

Samples

186.0ms	206×	1	valid
31.0ms	28×	2	valid
9.0ms	22×	0	valid

Compiler

Compiled 557 to 55 computations (90.1% saved)

Precisions

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

ival-mult: 44.0ms (24.3% of total)

ival-log: 37.0ms (20.5% of total)

adjust: 26.0ms (14.4% of total)

ival-add: 17.0ms (9.4% of total)

ival-sub: 13.0ms (7.2% of total)

ival-div: 13.0ms (7.2% of total)

ival-pow2: 13.0ms (7.2% of total)

const: 8.0ms (4.4% of total)

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

ival-log1p: 3.0ms (1.7% of total)

exact: 1.0ms (0.6% of total)

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

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

series327.0ms (2.4%)

Memory

17.6MiB live, 289.7MiB allocated

Counts

27 → 346

Calls

Call 1

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

Outputs
(* z (log (- 1 y)))
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(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* -1 (+ t (* y z)))
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(/ 1 (* z (log (- 1 y))))
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(* -1 (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (+ t (* -1 (* z (log (- 1 y))))))
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(* x (pow (log y) 2))
(* (pow z 2) (pow (log (- 1 y)) 2))
(+ (* -1 (* (pow x 2) (pow (log y) 2))) (* (pow z 2) (pow (log (- 1 y)) 2)))
(* (pow x 2) (pow (log y) 2))
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(/ (- (+ (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4)))) (/ 1 (log y)))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))))) x)
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(/ (- (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)
(/ (- (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)
(/ (- (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (+ (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4)))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)
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(* -1 (* (pow x 2) (pow (log y) 2)))
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(/ (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) x)
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(/ 1 (log y))
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(* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))
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(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* z (log (- 1 y))) (pow (log y) 2))) (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 4))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3))) x))) x)) (/ 1 (log y))) x))
(* -1 (* x (- (* -1 (/ (- (* z (log (- 1 y))) t) x)) (log y))))
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(* -1 (* x (+ (log y) (* -1 (/ (* z (log (- 1 y))) x)))))
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(* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) x))
(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) x))
(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2))) (* -1 (/ (+ (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3)) (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) x))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) x))
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(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (* -1 (/ (- (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3))) x)) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
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(* -1/2 z)
(+ (* -1/2 z) (* -1/3 (* y z)))
(+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z)))))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
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(* -1 z)
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(- (* y (+ (* -1/2 z) (* -1/3 (* y z)))) z)
(- (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z)))))) z)
(- (* x (log y)) t)
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(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(log y)
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(+ (* y (+ (* y (- (* 1/2 (/ z (* (pow x 2) (pow (log y) 2)))) (* -1 (/ (pow z 2) (* (pow x 3) (pow (log y) 3)))))) (/ z (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
(+ (* y (+ (* y (- (+ (* 1/2 (/ z (* (pow x 2) (pow (log y) 2)))) (* y (- (* 1/3 (/ z (* (pow x 2) (pow (log y) 2)))) (+ (* -1 (/ (pow z 2) (* (pow x 3) (pow (log y) 3)))) (* -1 (/ (pow z 3) (* (pow x 4) (pow (log y) 4)))))))) (* -1 (/ (pow z 2) (* (pow x 3) (pow (log y) 3)))))) (/ z (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
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(* -1 (/ (* (pow y 2) (pow z 2)) (* x (log y))))
(* (pow y 2) (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (/ (pow z 2) (* x (log y))))) (/ (pow z 2) (* x (log y)))))
(* (pow y 2) (- (* y (- (+ (* y (- (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))) (* 11/12 (/ (pow z 2) (* x (log y)))))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (pow z 2) (* x (log y))))) (/ (pow z 2) (* x (log y)))))
(* (pow y 2) (- (* y (- (+ (* y (- (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (+ (* y (- (+ (* 1/3 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (+ (* 1/2 (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))) (/ (* z (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (* x (log y))))) (* 5/6 (/ (pow z 2) (* x (log y)))))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y))))) (* 11/12 (/ (pow z 2) (* x (log y)))))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (pow z 2) (* x (log y))))) (/ (pow z 2) (* x (log y)))))
(- (+ (* x (log y)) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)
(- (+ (* x (log y)) (* y (- (* y (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 z) (/ (pow z 2) (* x (log y)))))))) (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)
(* -1/3 z)
(+ (* -1/3 z) (* -1/4 (* y z)))
(* -1 (* y z))
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(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
-1/3
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(- (* (pow y 2) (+ (* y (+ (* 11/12 (* y (pow z 2))) (pow z 2))) (pow z 2))) (* (pow x 2) (pow (log y) 2)))
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(pow (+ (log -1) (* -1 (log (/ -1 y)))) 2)
(/ x (+ (* x (+ (log -1) (* -1 (log (/ -1 y))))) (* z (log (/ -1 y)))))
(+ (* -1 (/ (* x z) (* y (pow (+ (* x (+ (log -1) (* -1 (log (/ -1 y))))) (* z (log (/ -1 y)))) 2)))) (/ x (+ (* x (+ (log -1) (* -1 (log (/ -1 y))))) (* z (log (/ -1 y))))))
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(- (* z (log (- 1 y))) (+ t (* -1 (* x (log y)))))
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(* (pow z 2) (- (* -1 (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 2) (pow (log y) 2)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (- (* z (+ (* -1 (/ (* z (pow (log (- 1 y)) 4)) (* (pow x 3) (pow (log y) 3)))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
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(* z (- (* -1/4 y) 1/3))
(- (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 2)))
(* (pow z 2) (+ (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 2) (pow (log y) 2))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
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(+ (* z (- (/ (* z (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))) (* -1 (/ (log (- 1 y)) (* x (pow (log y) 2)))))) (/ 1 (log y)))
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(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (/ (* x (log y)) z) (+ y (/ t z))))
(/ (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (/ 1 (log (- 1 y)))) z)
(/ (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (+ (/ 1 (log (- 1 y))) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(/ (- (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (+ (* -1 (/ (* (pow x 3) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4)))) (/ 1 (log (- 1 y))))) (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(* z (+ (log (- 1 y)) (* -1 (/ (+ t (* -1 (* x (log y)))) z))))
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(* z (+ (log (- 1 y)) (* -1 (/ (* x (log y)) z))))
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(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
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(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
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(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
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Calls

12 calls:

Time	Variable		Point	Expression
67.0ms	y	@	-inf	((+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (* (+ (* -1/4 y) -1/3) z) (* x (log y)) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
39.0ms	y	@	inf	((+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (* (+ (* -1/4 y) -1/3) z) (* x (log y)) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
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simplify515.0ms (3.7%)

Memory

-26.6MiB live, 236.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1807	27339
1	6601	25764
0	8068	24857

Stop Event

1×	iter limit
1×	node limit

Counts

346 → 346

Calls

Call 1

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

rewrite479.0ms (3.5%)

Memory

41.8MiB live, 306.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	54	428
0	96	401
1	429	320
2	3519	320
0	10692	311

Stop Event

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

Counts

27 → 1 729

Calls

Call 1

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

Outputs
(.f64 (-.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (.f64 #s(literal 1/4 binary64) (.f64 z z))) (pow.f64 (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (*.f64 #s(literal 1/2 binary64) z)) #s(literal -1 binary64)))
(.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 z #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 3 binary64))) (pow.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (-.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y)) (pow.f64 (.f64 (*.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64))) #s(literal -1 binary64)))
(pow.f64 (/.f64 (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal 1/2 binary64) z)) (-.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (.f64 #s(literal 1/4 binary64) (.f64 z z)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (-.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64))) (fma.f64 #s(literal -1/8 binary64) (pow.f64 z #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 #s(literal 1/4 binary64) (.f64 z z)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64))) (-.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (*.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (.f64 #s(literal 1/4 binary64) (.f64 z z)))) (neg.f64 (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal 1/2 binary64) z))))
(/.f64 (neg.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 z #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (-.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (.f64 #s(literal 1/4 binary64) (.f64 z z))) (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal 1/2 binary64) z)))
(/.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 z #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 3 binary64))) (fma.f64 #s(literal 1/4 binary64) (.f64 z z) (-.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (.f64 (.f64 (.f64 (*.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal -1/2 binary64)) z))))
(/.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 z #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 3 binary64))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (-.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal 1/2 binary64) z)) (-.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (.f64 #s(literal 1/4 binary64) (.f64 z z)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (-.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64))) (fma.f64 #s(literal -1/8 binary64) (pow.f64 z #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 3 binary64)))))
(fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal -1/2 binary64) z))
(fma.f64 (.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) z (.f64 #s(literal -1/2 binary64) z))
(fma.f64 (.f64 z y) (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) (.f64 #s(literal -1/2 binary64) z))
(fma.f64 #s(literal -1/2 binary64) z (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y))
(fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z))
(fma.f64 z (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) (.f64 #s(literal -1/2 binary64) z))
(fma.f64 z #s(literal -1/2 binary64) (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y))
(fma.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) (.f64 z y) (.f64 #s(literal -1/2 binary64) z))
(fma.f64 y (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) (.f64 #s(literal -1/2 binary64) z))
(-.f64 (/.f64 (pow.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) #s(literal 2 binary64)) (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal 1/2 binary64) z))) (/.f64 (.f64 #s(literal 1/4 binary64) (.f64 z z)) (fma.f64 (.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) y) z (.f64 #s(literal 1/2 binary64) z))))
(+.f64 (.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y) (*.f64 #s(literal -1/2 binary64) z))
(+.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (*.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y))
(.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 #s(approx (* z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)) #s(literal 2 binary64))) (pow.f64 (-.f64 (.f64 (log.f64 y) x) #s(approx (* z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 #s(approx ( z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (pow.f64 (fma.f64 #s(approx (* z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)) (-.f64 #s(approx ( z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)) (.f64 (log.f64 y) x)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64)))
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eval319.0ms (2.3%)

Memory: 21.5MiB live, 476.9MiB allocated
Compiler: Compiled 108 329 to 7 380 computations (93.2% saved)

prune261.0ms (1.9%)

Memory

-1.0MiB live, 124.8MiB allocated

Pruning

18 alts after pruning (17 fresh and 1 done)

	Pruned	Kept	Total
New	1 584	15	1 599
Fresh	6	2	8
Picked	4	1	5
Done	0	0	0
Total	1 594	18	1 612

Accuracy

100.0%

Counts

1 612 → 18

Alt Table

Click to see full alt table

Status	Accuracy	Program
	58.1%	(/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (/.f64 #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal -1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) t) (/.f64 #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))
	56.4%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (* z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)) (fma.f64 (log.f64 y) x t)) (-.f64 (pow.f64 (fma.f64 (log.f64 y) x #s(approx ( z (log (- 1 y))) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) #s(literal 2 binary64)) (.f64 t t))))
▶	99.5%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))))) t)
	91.5%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 (log.f64 y) x)) x)) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	72.8%	(-.f64 (fma.f64 (.f64 (.f64 (log.f64 y) x) x) (/.f64 (log.f64 y) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))) t)
	72.8%	(-.f64 (/.f64 (-.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (neg.f64 x)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 (log.f64 y) x)))) t)
	84.6%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) t)
▶	99.8%	(-.f64 (+.f64 (.f64 x (log.f64 y)) #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))) t)
▶	87.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
	58.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
	23.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	48.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (pow.f64 (sqrt.f64 (*.f64 (log.f64 y) x)) #s(literal 2 binary64)) (fma.f64 z y t)))
	84.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))
	85.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
✓	43.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
▶	57.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
▶	57.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))

Compiler

Compiled 1 194 to 766 computations (35.8% saved)

simplify125.0ms (0.9%)

Memory

-27.8MiB live, 167.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	645
0	111	633
1	194	633
2	347	613
3	822	613
4	1754	613
5	4188	610
6	6248	610
0	8280	601

Stop Event

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

Calls

Call 1

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

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

localize521.0ms (3.8%)

Memory

-12.2MiB live, 480.1MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.28125	(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
accuracy	0.296875	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy	0.5319137695368841	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	27.499102512587644	#s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))))
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
accuracy	0.25390625	(/.f64 (log.f64 y) z)
accuracy	0.6249305485099769	(fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))
accuracy	7.20867953494895	(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)
accuracy	0.00390625	(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
accuracy	0.2109375	(*.f64 (log.f64 y) x)
accuracy	0.5161197536649069	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
accuracy	26.483404266585193	#s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
accuracy	0.0	(fma.f64 z y t)
accuracy	0.0	(neg.f64 (fma.f64 z y t))
accuracy	0.5161197536649069	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
accuracy	26.64107722673143	#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
accuracy	0.0078125	(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)
accuracy	0.0234375	(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
accuracy	0.17579046820055716	#s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))
accuracy	0.2109375	(*.f64 x (log.f64 y))

Samples

291.0ms	206×	1	valid
131.0ms	28×	2	valid
9.0ms	22×	0	valid

Compiler

Compiled 482 to 59 computations (87.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 301.0ms

ival-log: 108.0ms (35.9% of total)

ival-mult: 56.0ms (18.6% of total)

adjust: 41.0ms (13.6% of total)

ival-add: 36.0ms (12% of total)

ival-sub: 24.0ms (8% of total)

ival-div: 9.0ms (3% of total)

ival-pow2: 9.0ms (3% of total)

const: 8.0ms (2.7% of total)

ival-neg: 6.0ms (2% of total)

ival-log1p: 3.0ms (1% of total)

exact: 1.0ms (0.3% of total)

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

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

series172.0ms (1.2%)

Memory

0.2MiB live, 280.8MiB allocated

Counts

27 → 249

Calls

Call 1

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

Outputs
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* -1 (+ t (* y z)))
(- (* x (log y)) (+ t (* y z)))
(* -1 (* y z))
(+ (* -1 (* y z)) (* x (log y)))
(log (- 1 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(* -1 (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (* -1 (* z (log (- 1 y)))))
(- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* -1 (* z (log (- 1 y)))))
(* x (pow (log y) 2))
(* -1 (* z (log (- 1 y))))
(+ (* -1 (* x (log y))) (* -1 (* z (log (- 1 y)))))
(+ (* -1 (* z (log (- 1 y)))) (* x (- (* -1 (/ (* x (pow (log y) 2)) (* z (log (- 1 y))))) (log y))))
(+ (* -1 (* z (log (- 1 y)))) (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ (pow (log y) 2) (* z (log (- 1 y)))))) (log y))))
(* -1 (/ x (* z (log (- 1 y)))))
(* x (- (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* -1 (/ (* x (pow (log y) 2)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))
(* x (+ (log y) (* -1 (/ (* y z) x))))
(/ (* x (log y)) z)
(* x (+ (/ (log y) z) (/ (log (- 1 y)) x)))
(* x (+ (log y) (* -1 (/ (+ t (* -1 (* z (log (- 1 y))))) x))))
(* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x))))
(* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (* -1 (/ (* z (log (- 1 y))) x))))
(/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))
(/ (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) x)
(/ (- (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x)
(/ (- (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4)))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))))) x)
(/ 1 (log y))
(+ (/ 1 (log y)) (/ (* z (log (- 1 y))) (* x (pow (log y) 2))))
(- (+ (/ 1 (log y)) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))))
(- (+ (/ 1 (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4)))) (+ (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (log (- 1 y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (* -1 (* z (log (- 1 y))))) x)))))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (* -1 (/ (- (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3))) x)) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(+ (* -1 (/ (- (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (pow (log y) 3)))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 4))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))) x)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(log y)
(* -1 t)
(- (* -1 (* y z)) t)
t
(+ t (* y z))
(* -1 y)
(+ (* -1 y) (/ (* x (log y)) z))
(+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z))
(+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z))
(- (+ (* x (log y)) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)
(- (+ (* x (log y)) (* y (- (* y (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 z) (/ (pow z 2) (* x (log y)))))))) (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)
(+ (* x (log y)) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z)))
(+ (* x (log y)) (* y (- (* y (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 z) (/ (pow z 2) (* x (log y)))))))) (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z)))
(pow (log y) 2)
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
-1/3
(- (* -1/4 y) 1/3)
(* -1 z)
(+ (* -1 z) (* -1/2 (* y z)))
(+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))
(+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z)))))))
(/ (log y) z)
(/ (* (pow y 2) (pow z 2)) (* x (log y)))
(* (pow y 2) (+ (* y (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (/ (pow z 2) (* x (log y)))))
(* (pow y 2) (+ (* y (- (+ (* y (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (/ (pow z 2) (* x (log y)))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (/ (pow z 2) (* x (log y)))))
(* (pow y 2) (+ (* y (- (+ (* y (- (+ (* 11/12 (/ (pow z 2) (* x (log y)))) (* y (- (* 5/6 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (+ (* 1/2 (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))) (/ (* z (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (* x (log y)))))))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (/ (pow z 2) (* x (log y)))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (/ (pow z 2) (* x (log y)))))
(+ (* -1 (/ (* y z) (* x (pow (log y) 2)))) (/ 1 (log y)))
(+ (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2))))))) (/ z (* x (pow (log y) 2))))) (/ 1 (log y)))
(+ (* y (- (* y (- (* -1 (* y (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2)))))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/3 (/ z (* x (pow (log y) 2)))))))) (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2))))))) (/ z (* x (pow (log y) 2))))) (/ 1 (log y)))
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
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Calls

12 calls:

Time	Variable		Point	Expression
24.0ms	z	@	inf	((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (* (log y) x) (/ (log y) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
24.0ms	z	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (* (log y) x) (/ (log y) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
23.0ms	x	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (* (log y) x) (/ (log y) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
21.0ms	z	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (* (log y) x) (/ (log y) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
15.0ms	y	@	inf	((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (* z (log (- 1 y))) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (* (log y) x) (/ (log y) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))

simplify258.0ms (1.9%)

Memory

37.0MiB live, 228.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1098	14000
1	3954	12446
0	8355	11883

Stop Event

1×	iter limit
1×	node limit

Counts

249 → 248

Calls

Call 1

Inputs
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* -1 (+ t (* y z)))
(- (* x (log y)) (+ t (* y z)))
(* -1 (* y z))
(+ (* -1 (* y z)) (* x (log y)))
(log (- 1 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(* -1 (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (* -1 (* z (log (- 1 y)))))
(- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* -1 (* z (log (- 1 y)))))
(* x (pow (log y) 2))
(* -1 (* z (log (- 1 y))))
(+ (* -1 (* x (log y))) (* -1 (* z (log (- 1 y)))))
(+ (* -1 (* z (log (- 1 y)))) (* x (- (* -1 (/ (* x (pow (log y) 2)) (* z (log (- 1 y))))) (log y))))
(+ (* -1 (* z (log (- 1 y)))) (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ (pow (log y) 2) (* z (log (- 1 y)))))) (log y))))
(* -1 (/ x (* z (log (- 1 y)))))
(* x (- (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* -1 (/ (* x (pow (log y) 2)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))
(* x (+ (log y) (* -1 (/ (* y z) x))))
(/ (* x (log y)) z)
(* x (+ (/ (log y) z) (/ (log (- 1 y)) x)))
(* x (+ (log y) (* -1 (/ (+ t (* -1 (* z (log (- 1 y))))) x))))
(* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x))))
(* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (* -1 (/ (* z (log (- 1 y))) x))))
(/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))
(/ (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) x)
(/ (- (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x)
(/ (- (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4)))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))))) x)
(/ 1 (log y))
(+ (/ 1 (log y)) (/ (* z (log (- 1 y))) (* x (pow (log y) 2))))
(- (+ (/ 1 (log y)) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))))
(- (+ (/ 1 (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4)))) (+ (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (log (- 1 y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (* -1 (* z (log (- 1 y))))) x)))))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (* -1 (/ (- (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3))) x)) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(+ (* -1 (/ (- (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (pow (log y) 3)))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 4))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))) x)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(log y)
(* -1 t)
(- (* -1 (* y z)) t)
t
(+ t (* y z))
(* -1 y)
(+ (* -1 y) (/ (* x (log y)) z))
(+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z))
(+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z))
(- (+ (* x (log y)) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)
(- (+ (* x (log y)) (* y (- (* y (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 z) (/ (pow z 2) (* x (log y)))))))) (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)
(+ (* x (log y)) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z)))
(+ (* x (log y)) (* y (- (* y (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 z) (/ (pow z 2) (* x (log y)))))))) (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z)))
(pow (log y) 2)
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
-1/3
(- (* -1/4 y) 1/3)
(* -1 z)
(+ (* -1 z) (* -1/2 (* y z)))
(+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))
(+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z)))))))
(/ (log y) z)
(/ (* (pow y 2) (pow z 2)) (* x (log y)))
(* (pow y 2) (+ (* y (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (/ (pow z 2) (* x (log y)))))
(* (pow y 2) (+ (* y (- (+ (* y (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (/ (pow z 2) (* x (log y)))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (/ (pow z 2) (* x (log y)))))
(* (pow y 2) (+ (* y (- (+ (* y (- (+ (* 11/12 (/ (pow z 2) (* x (log y)))) (* y (- (* 5/6 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (+ (* 1/2 (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))) (/ (* z (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (* x (log y)))))))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (/ (pow z 2) (* x (log y)))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (/ (pow z 2) (* x (log y)))))
(+ (* -1 (/ (* y z) (* x (pow (log y) 2)))) (/ 1 (log y)))
(+ (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2))))))) (/ z (* x (pow (log y) 2))))) (/ 1 (log y)))
(+ (* y (- (* y (- (* -1 (* y (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2)))))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/3 (/ z (* x (pow (log y) 2)))))))) (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2))))))) (/ z (* x (pow (log y) 2))))) (/ 1 (log y)))
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ z (/ t y))))
(* y (- (* -1 (/ t y)) z))
(* y z)
(* y (+ z (/ t y)))
(* y (+ (* -1 z) (* -1 (/ (* x (log (/ 1 y))) y))))
(* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))))))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (* x (log (/ 1 y))) z)) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (* x (log (/ 1 y))) z)) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2)))))) (/ 1 y))
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(* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (log (- 1 y)))))
(.f64 (neg.f64 z) (-.f64 (neg.f64 (/.f64 (-.f64 (.f64 (log.f64 y) x) t) z)) (log1p.f64 (neg.f64 y))))
(* -1 (* z (- (* -1 (/ (- (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) z)) (* x (log y))) t) z)) (log (- 1 y)))))
(*.f64 (neg.f64 z) (-.f64 (neg.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) x (/.f64 #s(literal 0 binary64) z)) t) z)) (log1p.f64 (neg.f64 y))))
(* -1 (* z (- (* -1 (/ (* x (log y)) z)) (log (- 1 y)))))
(*.f64 (neg.f64 z) (neg.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))))
(* -1 (* z (- (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) z)) (* x (log y))) z)) (log (- 1 y)))))
(*.f64 (neg.f64 z) (-.f64 (neg.f64 (/.f64 (fma.f64 (log.f64 y) x (/.f64 #s(literal 0 binary64) z)) z)) (log1p.f64 (neg.f64 y))))
(* -1 (* z (+ (log (- 1 y)) (/ (* x (log y)) z))))
(*.f64 (neg.f64 z) (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))
(* -1 (* z (+ (log (- 1 y)) (* -1 (/ (- (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* z (log (- 1 y))))) (* x (log y))) z)))))
(.f64 (neg.f64 z) (-.f64 (log1p.f64 (neg.f64 y)) (/.f64 (.f64 #s(literal -1 binary64) (fma.f64 (/.f64 (.f64 x x) (log1p.f64 (neg.f64 y))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (.f64 (log.f64 y) x))) z)))
(* -1 (* z (+ (log (- 1 y)) (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (pow (log y) 3)) (* z (pow (log (- 1 y)) 2))) (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y))))) z)) (* x (log y))) z)))))
(.f64 (neg.f64 z) (-.f64 (log1p.f64 (neg.f64 y)) (/.f64 (-.f64 (/.f64 (neg.f64 (fma.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) z) (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64))) (.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (log1p.f64 (neg.f64 y)))))) z) (.f64 (log.f64 y) x)) z)))
(* -1 (/ (+ (/ x (log (- 1 y))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z))
(neg.f64 (/.f64 (fma.f64 (/.f64 (*.f64 x x) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64))) (/.f64 (log.f64 y) z) (/.f64 x (log1p.f64 (neg.f64 y)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(/.f64 (neg.f64 (-.f64 (/.f64 x (log1p.f64 (neg.f64 y))) (/.f64 (-.f64 (/.f64 (neg.f64 (.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) z)) (/.f64 (.f64 (.f64 x x) (log.f64 y)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)))) z))) z)
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 4) (pow (log y) 3)) (* z (pow (log (- 1 y)) 4))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (pow (log (- 1 y)) 3)))) z)) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(/.f64 (neg.f64 (-.f64 (/.f64 x (log1p.f64 (neg.f64 y))) (/.f64 (-.f64 (/.f64 (neg.f64 (fma.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) z) (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64))) (/.f64 (.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64))))) z) (/.f64 (.f64 (*.f64 x x) (log.f64 y)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)))) z))) z)
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(- (* x (log y)) (* y z))
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
(- (+ (* -1 t) (* x (log y))) (* y z))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(- (* -1 t) (* y z))
(neg.f64 (fma.f64 z y t))
(- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (.f64 (neg.f64 (.f64 z z)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(-.f64 (fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 t)) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(.f64 (-.f64 (/.f64 (.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(* t (- (* -1 (/ (* y z) t)) 1))
(*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)
(* t (+ 1 (/ (* y z) t)))
(fma.f64 (/.f64 (*.f64 z y) t) t t)
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(.f64 (-.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) t)) (fma.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (.f64 z z) t) #s(literal 1 binary64))) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (neg.f64 y) z (.f64 (log.f64 y) x)) t)))
(* -1 (* t (+ 1 (/ (* y z) t))))
(*.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(* -1 (* t (- (* -1 (/ (* y z) t)) 1)))
(*.f64 (neg.f64 t) (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (.f64 (neg.f64 (.f64 z z)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)))

rewrite300.0ms (2.2%)

Memory

-27.8MiB live, 291.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	479
0	111	469
1	455	465
2	3374	465
0	8340	456

Stop Event

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

Counts

27 → 443

Calls

Call 1

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

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

eval189.0ms (1.4%)

Memory: -13.6MiB live, 201.6MiB allocated
Compiler: Compiled 60 149 to 3 733 computations (93.8% saved)

prune30.0ms (0.2%)

Memory

30.3MiB live, 69.2MiB allocated

Pruning

25 alts after pruning (21 fresh and 4 done)

	Pruned	Kept	Total
New	745	12	757
Fresh	3	9	12
Picked	2	3	5
Done	0	1	1
Total	750	25	775

Accuracy

100.0%

Counts

775 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
	78.8%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (-.f64 (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))))) t))
▶	99.8%	(fma.f64 (log.f64 y) x (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t))
	58.1%	(/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (/.f64 #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal -1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) t) (/.f64 #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))
	56.4%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) (fma.f64 (log.f64 y) x t)) (-.f64 (pow.f64 (fma.f64 (log.f64 y) x #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))) #s(literal 2 binary64)) (.f64 t t))))
✓	99.5%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))))) t)
	99.5%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) x)) (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))))) t)
▶	99.7%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) #s(approx (/ x (+ ( (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))))) t)
	72.8%	(-.f64 (fma.f64 (.f64 (.f64 (log.f64 y) x) x) (/.f64 (log.f64 y) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))) t)
▶	84.6%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) t)
	87.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (log1p.f64 (neg.f64 y))) z)) t)
	58.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
	23.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	48.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (pow.f64 (sqrt.f64 (*.f64 (log.f64 y) x)) #s(literal 2 binary64)) (fma.f64 z y t)))
▶	84.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))
	85.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
✓	43.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
✓	57.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
	57.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 z) y))))
✓	57.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	45.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
	39.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
▶	16.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
	48.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))))
	49.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) #s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t))))

Compiler

Compiled 1 793 to 1 108 computations (38.2% saved)

simplify397.0ms (2.9%)

Memory

-31.2MiB live, 127.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	79	678
0	113	668
1	191	658
2	354	638
3	878	638
4	1899	599
5	4834	599
6	7534	599
0	8220	588

Stop Event

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

Calls

Call 1

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

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

localize420.0ms (3%)

Memory

15.4MiB live, 485.7MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.296875	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy	0.5319137695368841	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	17.130800349215317	#s(approx (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 #s(literal 1 binary64) (log.f64 y)))
accuracy	27.499102512587644	#s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))))
accuracy	0.2109375	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
accuracy	0.2109375	(*.f64 (log.f64 y) x)
accuracy	0.2890625	(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
accuracy	17.280748705112003	#s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
accuracy	0.0	(-.f64 (*.f64 (log.f64 y) x) t)
accuracy	0.0	(log.f64 y)
accuracy	0.2109375	(*.f64 (log.f64 y) x)
accuracy	9.741806434793105	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))
accuracy	0.0	(neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))
accuracy	0.5161197536649069	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
accuracy	26.64107722673143	#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))
accuracy	45.43369706726321	#s(approx (+ (* z y) t) (*.f64 z y))
accuracy	0.0078125	(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)
accuracy	0.0234375	(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
accuracy	0.09765625	(fma.f64 (log.f64 y) x (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t))
accuracy	0.17579046820055716	#s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))

Samples

286.0ms	219×	1	valid
19.0ms	15×	2	valid
9.0ms	22×	0	valid

Compiler

Compiled 495 to 66 computations (86.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 269.0ms

ival-mult: 76.0ms (28.2% of total)

ival-log: 45.0ms (16.7% of total)

ival-div: 42.0ms (15.6% of total)

adjust: 29.0ms (10.8% of total)

ival-add: 25.0ms (9.3% of total)

ival-sub: 17.0ms (6.3% of total)

ival-pow2: 16.0ms (5.9% of total)

const: 8.0ms (3% of total)

ival-neg: 7.0ms (2.6% of total)

ival-log1p: 3.0ms (1.1% of total)

exact: 1.0ms (0.4% of total)

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

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

series219.0ms (1.6%)

Memory

32.6MiB live, 266.2MiB allocated

Counts

23 → 296

Calls

Call 1

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

Outputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* -1 (+ t (* y z)))
(- (* x (log y)) (+ t (* y z)))
(* -1 t)
(- (* x (log y)) t)
(* x (log y))
(- (+ (* x (- (* -1 (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y))))))) (* -1 (log y)))) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(/ 1 (* z (log (- 1 y))))
(+ (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y)))))
(+ (* x (+ (* -1 (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ (* x (pow (log y) 2)) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ 1 (* z (log (- 1 y)))))
(+ (* x (+ (* -1 (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2)))) (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (* -1 (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3)))))))) (/ 1 (* z (log (- 1 y)))))
(/ 1 (* x (log y)))
(* -1 (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (+ t (* -1 (* z (log (- 1 y))))))
(- (* x (log y)) (* -1 (* z (log (- 1 y)))))
(- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* -1 (* z (log (- 1 y)))))
(* x (pow (log y) 2))
(* -1 (* z (log (- 1 y))))
(+ (* -1 (* x (log y))) (* -1 (* z (log (- 1 y)))))
(+ (* -1 (* z (log (- 1 y)))) (* x (- (* -1 (/ (* x (pow (log y) 2)) (* z (log (- 1 y))))) (log y))))
(+ (* -1 (* z (log (- 1 y)))) (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ (pow (log y) 2) (* z (log (- 1 y)))))) (log y))))
(* -1 (/ x (* z (log (- 1 y)))))
(* x (- (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y))))))
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(* (pow z 2) (+ (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 5)) (* (pow x 4) (pow (log y) 4))) (* -1 (/ (pow (log (- 1 y)) 4) (* (pow x 3) (pow (log y) 3)))))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(+ (* z (- (/ (* z (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))) (* -1 (/ (log (- 1 y)) (* x (pow (log y) 2)))))) (/ 1 (log y)))
(+ (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4))) (* -1 (/ (pow (log (- 1 y)) 2) (* (pow x 2) (pow (log y) 3)))))) (* -1 (/ (log (- 1 y)) (* x (pow (log y) 2)))))) (/ 1 (log y)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (+ (log (- 1 y)) (* -1 (/ t z))))
(* z (- (/ (* x (log y)) z) (+ y (/ t z))))
(* z (- (* -1 (/ t z)) y))
(* z (+ y (/ t z)))
(* z (+ (log (- 1 y)) (* -1 (/ (+ t (* -1 (* x (log y)))) z))))
(* z (- (+ (log (- 1 y)) (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (pow z 2)))) (+ (* -1 (/ (* x (log y)) z)) (/ t z))))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(/ (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (/ 1 (log (- 1 y)))) z)
(/ (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (+ (/ 1 (log (- 1 y))) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(/ (- (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (+ (* -1 (/ (* (pow x 3) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4)))) (/ 1 (log (- 1 y))))) (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(* z (- (/ (* x (log y)) z) (+ (* -1 (log (- 1 y))) (/ t z))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y))))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))) (+ (* -1 (log (- 1 y))) (/ t z))))
(* z (- (/ (* x (log y)) z) (* -1 (log (- 1 y)))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y))))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))) (* -1 (log (- 1 y)))))
(* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z))))
(* z (- (+ (* -1 (log (- 1 y))) (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))) (/ (* x (log y)) z)))
(* z (- (+ (* -1 (log (- 1 y))) (* -1 (/ (* (pow x 3) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 2))))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))))
(/ (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))))) z)
(/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z)
(/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 4) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4))))) (+ (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))) (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ t z))))
(* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))
(* -1 (* z (- (/ t z) (* -1 y))))
(* -1 (* z (+ (* -1 y) (* -1 (/ t z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (+ (* -1 (/ (* x (log y)) z)) (/ t z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* z (log (- 1 y))))) (/ (* (pow x 2) (pow (log y) 2)) (* z (log (- 1 y))))) (+ t (* -1 (* x (log y))))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (/ (- (/ (* x (log y)) (* z (pow (log (- 1 y)) 2))) (/ 1 (log (- 1 y)))) z))
(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* x (log y)) (pow (log (- 1 y)) 2))) (/ (* (pow x 2) (pow (log y) 2)) (* z (pow (log (- 1 y)) 3)))) z)) (/ 1 (log (- 1 y)))) z))
(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* x (log y)) (pow (log (- 1 y)) 2))) (* -1 (/ (- (/ (* (pow x 3) (pow (log y) 3)) (* z (pow (log (- 1 y)) 4))) (/ (* (pow x 2) (pow (log y) 2)) (pow (log (- 1 y)) 3))) z))) z)) (/ 1 (log (- 1 y)))) z))
(* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (log (- 1 y)))))
(* -1 (* z (- (* -1 (/ (- (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) z)) (* x (log y))) t) z)) (log (- 1 y)))))
(* -1 (* z (- (* -1 (/ (* x (log y)) z)) (log (- 1 y)))))
(* -1 (* z (- (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) z)) (* x (log y))) z)) (log (- 1 y)))))
(* -1 (* z (+ (log (- 1 y)) (/ (* x (log y)) z))))
(* -1 (* z (+ (log (- 1 y)) (* -1 (/ (- (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* z (log (- 1 y))))) (* x (log y))) z)))))
(* -1 (* z (+ (log (- 1 y)) (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (pow (log y) 3)) (* z (pow (log (- 1 y)) 2))) (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y))))) z)) (* x (log y))) z)))))
(* -1 (/ (+ (/ x (log (- 1 y))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 4) (pow (log y) 3)) (* z (pow (log (- 1 y)) 4))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (pow (log (- 1 y)) 3)))) z)) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (* z (log (- 1 y))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (* -1 t) (* y z))
(+ (* -1 t) (* x (log y)))
(- (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* x (log y))) (* z (log (- 1 y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* x (log y))) (* z (log (- 1 y))))))
(- (+ (* -1 t) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* x (log y))) (* z (log (- 1 y)))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* x (log y))) (* z (log (- 1 y))))))
(- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (/ (* z (log (- 1 y))) t) 1))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (* -1 (/ (* y z) t)) 1))
(* t (+ 1 (/ (* y z) t)))
(* t (- (/ (* x (log y)) t) 1))
(* t (- (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* x (log y))) (* z (log (- 1 y)))))) (+ 1 (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* x (log y))) (* z (log (- 1 y)))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* z (log (- 1 y))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (* t (+ 1 (/ (* y z) t))))
(* -1 (* t (- (* -1 (/ (* y z) t)) 1)))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* x (log y))) (* z (log (- 1 y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* x (log y))) (* z (log (- 1 y)))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))

Calls

12 calls:

Time	Variable		Point	Expression
56.0ms	y	@	-inf	((+ (* (log y) x) (- (* z (log (- 1 y))) t)) (log y) (- (* z (log (- 1 y))) t) (* z (log (- 1 y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) t) (* (log y) x) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (* (log y) x)) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
41.0ms	z	@	inf	((+ (* (log y) x) (- (* z (log (- 1 y))) t)) (log y) (- (* z (log (- 1 y))) t) (* z (log (- 1 y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) t) (* (log y) x) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (* (log y) x)) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
15.0ms	x	@	0	((+ (* (log y) x) (- (* z (log (- 1 y))) t)) (log y) (- (* z (log (- 1 y))) t) (* z (log (- 1 y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) t) (* (log y) x) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (* (log y) x)) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
14.0ms	y	@	inf	((+ (* (log y) x) (- (* z (log (- 1 y))) t)) (log y) (- (* z (log (- 1 y))) t) (* z (log (- 1 y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) t) (* (log y) x) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (* (log y) x)) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))
13.0ms	t	@	inf	((+ (* (log y) x) (- (* z (log (- 1 y))) t)) (log y) (- (* z (log (- 1 y))) t) (* z (log (- 1 y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) t) (* (log y) x) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (* (log y) x)) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (pow (log y) 2) (+ (* -1/4 y) -1/3) (* (+ (* (+ (* (+ (* -1/4 y) -1/3) y) -1/2) y) -1) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))

simplify537.0ms (3.9%)

Memory

-15.1MiB live, 221.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1642	23377
1	5988	21348
0	8110	20301

Stop Event

1×	iter limit
1×	node limit

Counts

296 → 295

Calls

Call 1

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

rewrite400.0ms (2.9%)

Memory

19.7MiB live, 250.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	79	519
0	113	511
1	484	463
2	3689	463
0	8928	449

Stop Event

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

Counts

23 → 360

Calls

Call 1

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

Outputs
(.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) #s(literal 2 binary64))) (pow.f64 (-.f64 (.f64 x (log.f64 y)) (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t)) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) #s(literal 3 binary64)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64))) (pow.f64 (fma.f64 (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) (-.f64 (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) (.f64 x (log.f64 y))) (pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64))) #s(literal -1 binary64)))
(pow.f64 (/.f64 (-.f64 (.f64 x (log.f64 y)) (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t)) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) (-.f64 (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) (.f64 x (log.f64 y))) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (+.f64 (pow.f64 (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t) #s(literal 3 binary64)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (fma.f64 (.f64 (neg.f64 x) (log.f64 y)) (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) (neg.f64 t)) (.f64 #s(literal -1 binary64) (-.f64 (pow.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 2 binary64)) (.f64 t t)))) (.f64 #s(literal -1 binary64) (-.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) (neg.f64 t))))
(/.f64 (fma.f64 (.f64 (neg.f64 x) (log.f64 y)) (+.f64 (pow.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 2 binary64)) (-.f64 (.f64 t t) (.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) (neg.f64 t)))) (.f64 #s(literal -1 binary64) (-.f64 (pow.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (.f64 #s(literal -1 binary64) (+.f64 (pow.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 2 binary64)) (-.f64 (.f64 t t) (.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) (neg.f64 t))))))
(/.f64 (fma.f64 (.f64 (neg.f64 x) (log.f64 y)) (neg.f64 (+.f64 t #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)))) (.f64 #s(literal -1 binary64) (neg.f64 (-.f64 (pow.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 2 binary64)) (.f64 t t))))) (.f64 #s(literal -1 binary64) (neg.f64 (+.f64 t #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))))))
(/.f64 (fma.f64 (.f64 (neg.f64 x) (log.f64 y)) (neg.f64 (fma.f64 t (+.f64 t #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))) (pow.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 2 binary64)))) (.f64 #s(literal -1 binary64) (neg.f64 (-.f64 (pow.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))) (.f64 #s(literal -1 binary64) (neg.f64 (fma.f64 t (+.f64 t #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))) (pow.f64 #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) #s(literal 2 binary64))))))
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eval413.0ms (3%)

Memory: 0.2MiB live, 203.7MiB allocated
Compiler: Compiled 67 515 to 3 754 computations (94.4% saved)

prune42.0ms (0.3%)

Memory

-10.3MiB live, 103.9MiB allocated

Pruning

25 alts after pruning (17 fresh and 8 done)

	Pruned	Kept	Total
New	742	6	748
Fresh	5	11	16
Picked	0	5	5
Done	1	3	4
Total	748	25	773

Accuracy

100.0%

Counts

773 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
	78.8%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (-.f64 (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))))) t))
✓	99.8%	(fma.f64 (log.f64 y) x (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t))
	58.1%	(/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (/.f64 #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal -1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) t) (/.f64 #s(literal -1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))
	99.5%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) x)) (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))))) t)
✓	99.7%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) #s(approx (/ x (+ ( (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (neg.f64 #s(approx (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))))) t)
	72.8%	(-.f64 (fma.f64 (.f64 (.f64 (log.f64 y) x) x) (/.f64 (log.f64 y) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))) t)
	84.5%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 (/.f64 #s(literal -1 binary64) (neg.f64 x)) (log.f64 y)))) t)
	84.6%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 (/.f64 #s(literal -1 binary64) (log.f64 y)) (neg.f64 x)))) t)
	84.5%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 #s(literal 1 binary64) (/.f64 x (pow.f64 (log.f64 y) #s(literal -1 binary64)))))) t)
✓	84.6%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) t)
	58.4%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	87.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (log1p.f64 (neg.f64 y))) z)) t)
	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
	23.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	84.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))
✓	43.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
✓	57.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
	57.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 z) y))))
✓	57.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	49.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64)) t)))))
	45.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
	39.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
✓	16.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
	48.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))))
	75.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) t) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)))

Compiler

Compiled 2 651 to 888 computations (66.5% saved)

regimes121.0ms (0.9%)

Memory

-5.4MiB live, 161.7MiB allocated

Counts

47 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

43.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
19.0ms	z
16.0ms	x
15.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	t

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes47.0ms (0.3%)

Memory

1.1MiB live, 83.9MiB allocated

Counts

23 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

9.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms	y
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms	z
7.0ms	t

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes59.0ms (0.4%)

Memory

-16.2MiB live, 62.6MiB allocated

Counts

20 → 1

Calls

Call 1

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

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

Calls

6 calls:

17.0ms	t
16.0ms	x
6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	y

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes32.0ms (0.2%)

Memory

23.3MiB live, 64.5MiB allocated

Counts

14 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

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

Results

Accuracy	Segments	Branch
86.6%	2	`y`
88.5%	3	`z`
84.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
88.8%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
90.4%	3	`x`
92.0%	3	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes10.0ms (0.1%)

Memory

-17.6MiB live, 20.7MiB allocated

Counts

12 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

5.0ms	x
4.0ms	t

Results

Accuracy	Segments	Branch
90.4%	3	`x`
84.6%	1	`t`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes4.0ms (0%)

Memory

10.8MiB live, 10.8MiB allocated

Counts

10 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

4.0ms

Results

Accuracy	Segments	Branch
89.9%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes21.0ms (0.2%)

Memory

14.5MiB live, 51.5MiB allocated

Counts

8 → 1

Calls

Call 1

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

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

Calls

6 calls:

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

Results

Accuracy	Segments	Branch
57.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
57.6%	1	`t`
57.6%	1	`y`
57.6%	1	`z`
57.6%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
57.6%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes10.0ms (0.1%)

Memory

-10.8MiB live, 28.0MiB allocated

Counts

2 → 3

Calls

Call 1

Inputs

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

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

Outputs

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

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

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

Calls

6 calls:

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

Results

Accuracy	Segments	Branch
43.1%	1	`y`
43.1%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
43.1%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
47.2%	3	`z`
43.1%	1	`x`
50.8%	3	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes3.0ms (0%)

Memory

8.1MiB live, 8.1MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

2 calls:

1.0ms	z
1.0ms	t

Results

Accuracy	Segments	Branch
43.1%	1	`z`
43.1%	1	`t`

Compiler

Compiled 2 to 8 computations (-300% saved)

bsearch134.0ms (1%)

Memory

1.1MiB live, 126.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
96.0ms	3.3281885542174454e-116	1.4264981359880554e-111
33.0ms	-9.987197374686795e-122	-9.163186899367679e-128

Samples

104.0ms	96×	1	valid
15.0ms	176×	0	valid

Compiler

Compiled 917 to 699 computations (23.8% saved)

Precisions

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

ival-log: 96.0ms (87.8% of total)

ival-mult: 5.0ms (4.6% of total)

ival-sub: 4.0ms (3.7% of total)

adjust: 2.0ms (1.8% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch144.0ms (1%)

Memory

-18.6MiB live, 76.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
25.0ms	1.7088052527447043e-92	1.5165302053238686e-90
116.0ms	-4.2608719217540067e-75	-2.6394652198976256e-80

Samples

32.0ms	98×	1	valid
13.0ms	158×	0	valid

Compiler

Compiled 640 to 563 computations (12% saved)

Precisions

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

ival-log: 24.0ms (65.9% of total)

ival-mult: 5.0ms (13.7% of total)

ival-sub: 3.0ms (8.2% of total)

adjust: 3.0ms (8.2% of total)

ival-add: 2.0ms (5.5% of total)

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

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

exact: 0.0ms (0% of total)

bsearch2.0ms (0%)

Memory

3.4MiB live, 3.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.7088052527447043e-92	1.5165302053238686e-90
1.0ms	-4.2608719217540067e-75	-2.6394652198976256e-80

Compiler

Compiled 816 to 627 computations (23.2% saved)

bsearch114.0ms (0.8%)

Memory

-0.4MiB live, 77.2MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
34.0ms	3.3281885542174454e-116	1.4264981359880554e-111
76.0ms	-1.094854537232797e-81	-1.9754011852970996e-98

Samples

55.0ms	163×	0	valid
44.0ms	109×	1	valid

Compiler

Compiled 934 to 685 computations (26.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 90.0ms

ival-log: 76.0ms (84.8% of total)

ival-mult: 5.0ms (5.6% of total)

ival-sub: 3.0ms (3.3% of total)

adjust: 3.0ms (3.3% of total)

ival-add: 2.0ms (2.2% of total)

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

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

exact: 0.0ms (0% of total)

simplify74.0ms (0.5%)

Memory

-20.8MiB live, 58.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	88	389
1	148	389
2	214	385
3	418	385
4	905	385
5	2315	385
6	6341	385

Stop Event

1×	node limit

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 x (log.f64 y)) #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))) t)
(fma.f64 (log.f64 y) x (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -4372661765362371/46517678354918840995156723704832290198633047083988355858015372747560914439257467092876227245680868195888801382801035387746214504231337984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (if (<=.f64 t #s(literal 6931674235302037/21661481985318866090456360813617841433097164651373566993519371723551728967231450179999800047688590453885868835635965404913860608 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (log.f64 y) x (.f64 (neg.f64 z) y)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))))
(if (<=.f64 x #s(literal -8276949764193527/266998379490113760299377713271194014325338065294581596243380200977777465722580068752870260867072 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (if (<=.f64 x #s(literal 7926331216861687/293567822846729153486185074598667128421960318613539983838411371441526128139326055432962374798096087878991872 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))))
(if (<=.f64 x #s(literal -8276949764193527/266998379490113760299377713271194014325338065294581596243380200977777465722580068752870260867072 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (if (<=.f64 x #s(literal 7926331216861687/293567822846729153486185074598667128421960318613539983838411371441526128139326055432962374798096087878991872 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -46479077901639/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 1126397063236581/173291855882550928723650886508942731464777317210988535948154973788413831737851601439998400381508723631086950685087723239310884864 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (.f64 z y))))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Outputs
(-.f64 (+.f64 (.f64 x (log.f64 y)) #s(approx ( z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y))) t)
(fma.f64 (log.f64 y) x (-.f64 #s(approx (* z (log (- 1 y))) (.f64 #s(approx (+ ( (+ (* (* (+ (* -1/4 y) -1/3) z) y) (* -1/2 z)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)) t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -4372661765362371/46517678354918840995156723704832290198633047083988355858015372747560914439257467092876227245680868195888801382801035387746214504231337984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (if (<=.f64 t #s(literal 6931674235302037/21661481985318866090456360813617841433097164651373566993519371723551728967231450179999800047688590453885868835635965404913860608 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (log.f64 y) x (.f64 (neg.f64 z) y)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))))
(if (or (<=.f64 t #s(literal -4372661765362371/46517678354918840995156723704832290198633047083988355858015372747560914439257467092876227245680868195888801382801035387746214504231337984 binary64)) (not (<=.f64 t #s(literal 6931674235302037/21661481985318866090456360813617841433097164651373566993519371723551728967231450179999800047688590453885868835635965404913860608 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 z) y)))))
(if (<=.f64 x #s(literal -8276949764193527/266998379490113760299377713271194014325338065294581596243380200977777465722580068752870260867072 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (if (<=.f64 x #s(literal 7926331216861687/293567822846729153486185074598667128421960318613539983838411371441526128139326055432962374798096087878991872 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))))
(if (or (<=.f64 x #s(literal -8276949764193527/266998379490113760299377713271194014325338065294581596243380200977777465722580068752870260867072 binary64)) (not (<=.f64 x #s(literal 7926331216861687/293567822846729153486185074598667128421960318613539983838411371441526128139326055432962374798096087878991872 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t))
(if (<=.f64 x #s(literal -8276949764193527/266998379490113760299377713271194014325338065294581596243380200977777465722580068752870260867072 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) (if (<=.f64 x #s(literal 7926331216861687/293567822846729153486185074598667128421960318613539983838411371441526128139326055432962374798096087878991872 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) t))))
(if (or (<=.f64 x #s(literal -8276949764193527/266998379490113760299377713271194014325338065294581596243380200977777465722580068752870260867072 binary64)) (not (<=.f64 x #s(literal 7926331216861687/293567822846729153486185074598667128421960318613539983838411371441526128139326055432962374798096087878991872 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) t)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -46479077901639/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 1126397063236581/173291855882550928723650886508942731464777317210988535948154973788413831737851601439998400381508723631086950685087723239310884864 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (.f64 z y))))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
(if (or (<=.f64 t #s(literal -46479077901639/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (not (<=.f64 t #s(literal 1126397063236581/173291855882550928723650886508942731464777317210988535948154973788413831737851601439998400381508723631086950685087723239310884864 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

soundness1.2s (8.5%)

Memory

15.8MiB live, 527.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1098	14000
1	3954	12446
0	8355	11883
0	74	479
0	111	469
1	455	465
2	3374	465
0	8340	456
0	1807	27339
1	6601	25764
0	8068	24857
0	192	1065
1	588	958
2	1869	906
3	5380	877
0	8917	802

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

Compiler

Compiled 500 to 257 computations (48.6% saved)

preprocess75.0ms (0.5%)

Memory: -2.3MiB live, 114.8MiB allocated
Compiler: Compiled 870 to 254 computations (70.8% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	323	48
7	544	48
8	733	48
9	792	48
10	818	48
0	818	42

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	323	48
7	544	48
8	733	48
9	792	48
10	818	48
0	818	42

start0.0ms (0%)

analyze73.0ms (0.5%)

sample3.1s (22.2%)

explain379.0ms (2.7%)

preprocess151.0ms (1.1%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify18.0ms (0.1%)

localize138.0ms (1%)

series189.0ms (1.4%)

simplify404.0ms (2.9%)

rewrite326.0ms (2.4%)

eval94.0ms (0.7%)

prune26.0ms (0.2%)

simplify121.0ms (0.9%)

localize869.0ms (6.3%)

series327.0ms (2.4%)

simplify515.0ms (3.7%)

rewrite479.0ms (3.5%)

eval319.0ms (2.3%)

prune261.0ms (1.9%)

simplify125.0ms (0.9%)

localize521.0ms (3.8%)

series172.0ms (1.2%)

simplify258.0ms (1.9%)

rewrite300.0ms (2.2%)

eval189.0ms (1.4%)

prune30.0ms (0.2%)

simplify397.0ms (2.9%)

localize420.0ms (3%)

series219.0ms (1.6%)

simplify537.0ms (3.9%)

rewrite400.0ms (2.9%)

eval413.0ms (3%)

prune42.0ms (0.3%)

regimes121.0ms (0.9%)

regimes47.0ms (0.3%)

regimes59.0ms (0.4%)

regimes32.0ms (0.2%)

regimes10.0ms (0.1%)

regimes4.0ms (0%)

regimes21.0ms (0.2%)

regimes10.0ms (0.1%)

regimes3.0ms (0%)

bsearch134.0ms (1%)

bsearch144.0ms (1%)

bsearch2.0ms (0%)

bsearch114.0ms (0.8%)

simplify74.0ms (0.5%)

soundness1.2s (8.5%)

preprocess75.0ms (0.5%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	323	48
7	544	48
8	733	48
9	792	48
10	818	48
0	818	42