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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze101.0ms (1.1%)

Memory

0.8MiB live, 98.6MiB allocated; 43ms collecting garbage

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)

sample2.9s (31.9%)

Memory

7.7MiB live, 3 357.4MiB allocated; 848ms collecting garbage

Samples

1.5s	2 573×	1	valid
784.0ms	5 683×	0	valid
0.0ms	2×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.8s

ival-log: 1.0s (56.9% of total)

ival-mult: 333.0ms (18.3% of total)

adjust: 200.0ms (11% of total)

ival-sub: 169.0ms (9.3% of total)

ival-add: 71.0ms (3.9% of total)

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

exact: 5.0ms (0.3% of total)

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

Bogosity

explain460.0ms (5.1%)

Memory

-23.9MiB live, 590.2MiB allocated; 95ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
254	-	-	`(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	254	1

Confusion

	Predicted +	Predicted -
+	43	0
-	211	2

Precision

0.16929133858267717

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	43	0	0
-	211	1	1

Precision?

0.16862745098039217

Recall?

1.0

Freqs

test

number	freq
0	2
1	254

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

183.0ms	398×	1	valid
77.0ms	98×	2	valid
2.0ms	16×	0	valid

Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 195.0ms

ival-log: 91.0ms (46.6% of total)

adjust: 59.0ms (30.2% of total)

ival-sub: 22.0ms (11.3% of total)

ival-mult: 14.0ms (7.2% of total)

ival-add: 8.0ms (4.1% of total)

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

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

exact: 0.0ms (0% of total)

preprocess277.0ms (3.1%)

Memory

9.4MiB live, 253.6MiB allocated; 58ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	64	194
1	133	192
2	302	192
3	568	190
4	959	190
5	1550	185
6	7246	185
0	12	13
0	19	13
1	29	13
2	51	13
3	91	13
4	157	13
5	354	13
6	2191	13
7	5483	13
0	8627	11

Stop Event

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

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 (-.f64 (*.f64 (log.f64 y) x) t))

Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

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

prune0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	86.8%	(-.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)

simplify182.0ms (2%)

Memory

20.5MiB live, 109.3MiB allocated; 13ms collecting garbage

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	29	48
2	51	48
3	91	48
4	157	48
5	354	48
6	2191	48
7	5483	48
0	8627	42

Stop Event

1×	iter limit
1×	node limit
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 (-.f64 (*.f64 (log.f64 y) x) 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

localize226.0ms (2.5%)

Memory

-10.1MiB live, 173.9MiB allocated; 39ms collecting garbage

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	0.02734375	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	57.377007668998445	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

119.0ms	49×	2	valid
96.0ms	199×	1	valid
1.0ms	8×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 111.0ms

ival-log: 84.0ms (75.4% of total)

adjust: 12.0ms (10.8% of total)

ival-mult: 7.0ms (6.3% of total)

ival-sub: 5.0ms (4.5% 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)

series202.0ms (2.2%)

Memory

-13.1MiB live, 335.6MiB allocated; 66ms collecting garbage

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
50.0ms	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))))
33.0ms	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))))
28.0ms	t	@	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))))
26.0ms	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))))
12.0ms	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))))

simplify157.0ms (1.7%)

Memory

2.0MiB live, 189.3MiB allocated; 18ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	192	1081
1	651	972
2	2585	911
0	8307	858

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

rewrite48.0ms (0.5%)

Memory

5.9MiB live, 51.0MiB allocated; 7ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	12	38
0	19	38
1	71	36
0	545	36

Stop Event

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

Counts

5 → 50

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

eval11.0ms (0.1%)

Memory: 21.0MiB live, 21.0MiB allocated; 0ms collecting garbage
Compiler: Compiled 2 753 to 458 computations (83.4% saved)

prune10.0ms (0.1%)

Memory

-29.5MiB live, 15.6MiB allocated; 5ms collecting garbage

Pruning

9 alts after pruning (9 fresh and 0 done)

	Pruned	Kept	Total
New	100	9	109
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	101	9	110

Accuracy

99.9%

Counts

110 → 9

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z (*.f64 (log.f64 y) x))) t)
	99.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
▶	99.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
▶	86.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log1p.f64 (-.f64 #s(literal 0 binary64) y))) z)) t)
▶	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z)) t)
	88.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z (*.f64 (log.f64 y) x)) t) t (neg.f64 t)))
	84.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
	98.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
▶	46.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 430 to 334 computations (22.3% saved)

simplify152.0ms (1.7%)

Memory

-1.9MiB live, 100.2MiB allocated; 18ms collecting garbage

Localize:

Found 18 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	38	326
0	59	286
1	102	286
2	217	286
3	510	286
4	1507	286
5	7345	286
0	8389	286

Stop Event

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

Calls

Call 1

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

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

localize178.0ms (2%)

Memory

31.2MiB live, 117.0MiB allocated; 12ms collecting garbage

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log1p.f64 (-.f64 #s(literal 0 binary64) y))) z)) t)
accuracy	0.25390625	(/.f64 (log.f64 y) z)
accuracy	0.35359039464295233	(fma.f64 (/.f64 (log.f64 y) z) x (log1p.f64 (-.f64 #s(literal 0 binary64) y)))
accuracy	8.085701317148528	(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log1p.f64 (-.f64 #s(literal 0 binary64) y))) z)
accuracy	0.0234375	(.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
accuracy	0.04296875	(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.1875	(fma.f64 (log.f64 y) x (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
accuracy	0.6316031980379042	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
accuracy	0.0	(log1p.f64 (-.f64 #s(literal 0 binary64) y))
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z)) t)
accuracy	0.02734375	(*.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z)
accuracy	43.30633657202658	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z))
accuracy	0.0	(neg.f64 t)
accuracy	34.00257892487656	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z (*.f64 (log.f64 y) x)))
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z (*.f64 (log.f64 y) x))) t)
accuracy	0.0234375	(fma.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z (*.f64 (log.f64 y) x))
accuracy	0.2421875	(*.f64 (log.f64 y) x)

Samples

128.0ms	123×	1	valid
27.0ms	133×	0	valid

Compiler

Compiled 259 to 32 computations (87.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 128.0ms

adjust: 48.0ms (37.4% of total)

ival-log: 45.0ms (35.1% of total)

ival-mult: 18.0ms (14% of total)

ival-add: 7.0ms (5.5% of total)

ival-sub: 4.0ms (3.1% of total)

ival-div: 2.0ms (1.6% of total)

ival-log1p: 2.0ms (1.6% of total)

ival-neg: 1.0ms (0.8% of total)

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

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

exact: 0.0ms (0% of total)

series226.0ms (2.5%)

Memory

-14.1MiB live, 180.9MiB allocated; 21ms collecting garbage

Counts

22 → 113

Calls

Call 1

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

Outputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(* y (* z (- (* -1/2 y) 1)))
(+ (* x (log y)) (* y (* z (- (* -1/2 y) 1))))
(* x (log y))
(log (- 1 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* y (* z (- (* -1/2 y) 1))) x)))
(/ (* x (log y)) z)
(* x (+ (/ (log y) z) (/ (log (- 1 y)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (* z (- (* -1/2 y) 1))) x)))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (log (- 1 y)) x)))))
(* -1 y)
(- (* 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)) (* 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 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))))))))
(log y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 z)
(+ (* -1 z) (* -1/2 (* y z)))
(+ (* -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))
(/ (log y) z)
(- (+ (* -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 (* 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)))))))))
(* 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))))))))
(* -1/2 (* (pow y 2) z))
(* (pow y 2) (+ (* -1 (/ z y)) (* -1/2 z)))
(* (pow y 2) (+ (* -1 (/ z y)) (+ (* -1 (/ (* x (log (/ 1 y))) (pow y 2))) (* -1/2 z))))
(* -1 (log (/ 1 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))))))))
(* -1 (* x (log (/ 1 y))))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* -1/2 (* y z))
(* y (+ (* -1 (/ z y)) (* -1/2 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))
(* -1 (/ (log (/ 1 y)) z))
(- (+ (* -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)
(+ (* -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 (* 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)))
(* (pow y 2) (+ (* -1 (/ (+ z (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y))) y)) (* -1/2 z)))
(+ (log -1) (* -1 (log (/ -1 y))))
(* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (/ z y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(* 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 (* y (+ (* 1/2 z) (/ z y))))
(+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))
(- (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(/ (+ (log -1) (* -1 (log (/ -1 y)))) z)
(* z (- (* -1/2 y) 1))
(/ (+ (* x (log y)) (* z (log (- 1 y)))) z)
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (* x (log y)) 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
55.0ms	x	@	-inf	((- 0 y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (- 0 y))) z) (* (log y) x)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log (+ 1 (- 0 y))) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/ (log y) z))
53.0ms	z	@	-inf	((- 0 y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (- 0 y))) z) (* (log y) x)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log (+ 1 (- 0 y))) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/ (log y) z))
29.0ms	t	@	inf	((- 0 y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (- 0 y))) z) (* (log y) x)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log (+ 1 (- 0 y))) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/ (log y) z))
19.0ms	z	@	0	((- 0 y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (- 0 y))) z) (* (log y) x)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log (+ 1 (- 0 y))) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/ (log y) z))
16.0ms	z	@	inf	((- 0 y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (- 0 y))) z) (* (log y) x)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log (+ 1 (- 0 y))) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/ (log y) z))

simplify208.0ms (2.3%)

Memory

16.3MiB live, 117.7MiB allocated; 24ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	274	1829
1	971	1649
2	3983	1585
0	8266	1488

Stop Event

1×	iter limit
1×	node limit

Counts

113 → 113

Calls

Call 1

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

rewrite89.0ms (1%)

Memory

-32.1MiB live, 59.7MiB allocated; 6ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	38	283
0	59	253
1	262	253
0	2023	253

Stop Event

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

Counts

22 → 185

Calls

Call 1

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

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

eval64.0ms (0.7%)

Memory: 11.4MiB live, 65.9MiB allocated; 7ms collecting garbage
Compiler: Compiled 12 815 to 1 510 computations (88.2% saved)

prune20.0ms (0.2%)

Memory

-4.0MiB live, 43.0MiB allocated; 3ms collecting garbage

Pruning

18 alts after pruning (17 fresh and 1 done)

	Pruned	Kept	Total
New	340	14	354
Fresh	1	3	4
Picked	4	1	5
Done	0	0	0
Total	345	18	363

Accuracy

99.9%

Counts

363 → 18

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t)
	63.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (.f64 (-.f64 (pow.f64 (.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64))) z) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log1p.f64 (neg.f64 y))))) t)
	86.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))) z)) t)
▶	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	49.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
▶	85.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y))) z)) t)
	71.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	61.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z)) t)
	45.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
▶	61.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
▶	60.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 (neg.f64 y) z))) t)
	88.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (log1p.f64 (-.f64 #s(literal 0 binary64) y)) z (*.f64 (log.f64 y) x)) t) t (neg.f64 t)))
	84.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
	98.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	46.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 056 to 784 computations (25.8% saved)

simplify161.0ms (1.8%)

Memory

-0.9MiB live, 140.3MiB allocated; 20ms collecting garbage

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	458
0	74	408
1	122	408
2	225	408
3	456	408
4	1117	408
5	3911	408
6	7556	408
0	8009	404

Stop Event

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

Calls

Call 1

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

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

localize265.0ms (2.9%)

Memory

12.0MiB live, 248.5MiB allocated; 22ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y))) z)) t)
accuracy	0.1875	(fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y))
accuracy	1.5914792224886336	#s(approx (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y)))
accuracy	8.085701317148528	(.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y))) z)
accuracy	0.0	(log1p.f64 (neg.f64 y))
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
accuracy	0.02734375	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	43.30633657202658	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0.02734375	(.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
accuracy	0.03515625	(*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
accuracy	0.41563775129690783	#s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
accuracy	43.30633657202658	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
accuracy	0.0	(neg.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 (neg.f64 y) z))) t)
accuracy	2.1475975621029555	#s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 (neg.f64 y) z))
accuracy	43.30633657202658	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 (neg.f64 y) z)))
accuracy	0.0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t)
accuracy	0.0234375	(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
accuracy	0.2421875	(*.f64 (log.f64 y) x)

Samples

121.0ms	123×	1	valid
78.0ms	133×	0	valid

Compiler

Compiled 286 to 40 computations (86% saved)

Precisions

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

ival-mult: 66.0ms (38.7% of total)

ival-sub: 32.0ms (18.8% of total)

ival-log: 27.0ms (15.9% of total)

adjust: 22.0ms (12.9% of total)

ival-add: 8.0ms (4.7% of total)

ival-div: 4.0ms (2.3% of total)

const: 4.0ms (2.3% of total)

ival-log1p: 4.0ms (2.3% of total)

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

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

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

exact: 0.0ms (0% of total)

series143.0ms (1.6%)

Memory

-15.8MiB live, 279.5MiB allocated; 72ms collecting garbage

Counts

23 → 110

Calls

Call 1

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

Outputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(log (- 1 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(* x (log y))
(* -1 y)
(- (/ (* x (log y)) z) y)
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(/ (* x (log y)) z)
(* x (+ (/ (log y) z) (/ (log (- 1 y)) x)))
(* x (+ (* -1 (/ y x)) (/ (log y) z)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (log (- 1 y)) x)))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (/ y x))))
(- (* 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)) (* 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)))))))
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(+ (* -1 y) (/ (* 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))
(* -1/2 z)
(+ (* -1/2 z) (* -1/3 (* y z)))
(- (+ (* -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 (* 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))
(* 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))))))))
(* -1/3 (* (pow y 3) z))
(* (pow y 3) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(* (pow y 3) (+ (* -1 (/ z (pow y 2))) (+ (* -1/2 (/ z y)) (* -1/3 z))))
(* 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))
(* -1 (* x (log (/ 1 y))))
(* -1/3 (* y z))
(* y (+ (* -1/2 (/ z y)) (* -1/3 z)))
(* y (- (* -1 (/ (* x (log (/ 1 y))) (* y z))) 1))
(- (+ (* -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)
(+ (* -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))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* -1 (* (pow y 3) (+ (* 1/3 z) (* 1/2 (/ z y)))))
(* -1 (* (pow y 3) (+ (* -1 (/ (+ (* -1 (/ z y)) (* -1/2 z)) y)) (* 1/3 z))))
(* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (/ z y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))
(- (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (+ (* 1/3 z) (* 1/2 (/ z y)))))
(* -1 (* y (+ 1 (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) (* y z))))))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(/ (+ (* x (log y)) (* z (log (- 1 y)))) z)
(* z (- (* -1/3 y) 1/2))
(/ (+ (* -1 (* y z)) (* x (log y))) z)
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* y (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))))))
(+ (* -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
38.0ms	y	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (neg y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (log y) x) (neg y) (* z (+ (* -1/3 y) -1/2)) (+ (* (log y) (/ x z)) (neg y)))
16.0ms	z	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (neg y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (log y) x) (neg y) (* z (+ (* -1/3 y) -1/2)) (+ (* (log y) (/ x z)) (neg y)))
15.0ms	x	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (neg y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (log y) x) (neg y) (* z (+ (* -1/3 y) -1/2)) (+ (* (log y) (/ x z)) (neg y)))
12.0ms	z	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (neg y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (log y) x) (neg y) (* z (+ (* -1/3 y) -1/2)) (+ (* (log y) (/ x z)) (neg y)))
11.0ms	z	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (neg y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (neg y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (log y) x) (neg y) (* z (+ (* -1/3 y) -1/2)) (+ (* (log y) (/ x z)) (neg y)))

simplify175.0ms (1.9%)

Memory

21.7MiB live, 261.3MiB allocated; 28ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	282	1826
1	1000	1631
2	4345	1612
0	8156	1494

Stop Event

1×	iter limit
1×	node limit

Counts

110 → 110

Calls

Call 1

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

rewrite206.0ms (2.3%)

Memory

-9.6MiB live, 306.4MiB allocated; 95ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	407
0	74	357
1	316	357
2	2121	320
0	8817	316

Stop Event

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

Counts

23 → 230

Calls

Call 1

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

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

eval65.0ms (0.7%)

Memory: 31.5MiB live, 89.0MiB allocated; 40ms collecting garbage
Compiler: Compiled 17 381 to 1 714 computations (90.1% saved)

prune26.0ms (0.3%)

Memory

-39.3MiB live, 55.6MiB allocated; 12ms collecting garbage

Pruning

23 alts after pruning (18 fresh and 5 done)

	Pruned	Kept	Total
New	342	8	350
Fresh	2	10	12
Picked	1	4	5
Done	0	1	1
Total	345	23	368

Accuracy

99.9%

Counts

368 → 23

Alt Table

Click to see full alt table

Status	Accuracy	Program
	13.1%	(/.f64 (-.f64 (.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64)))) (.f64 (fma.f64 t (+.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64))) (pow.f64 t #s(literal 3 binary64)))) (.f64 (fma.f64 t (+.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64))) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64)))))
✓	99.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t)
	63.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (.f64 (-.f64 (pow.f64 (.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64))) z) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log1p.f64 (neg.f64 y))))) t)
✓	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	49.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
▶	71.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 (log.f64 y) z) x y)) z)) t)
✓	85.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y))) z)) t)
	55.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/.f64 (-.f64 (pow.f64 (.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (.f64 y y)) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) y))) z)) t)
	71.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	61.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z)) t)
▶	45.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
▶	46.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (/.f64 (.f64 (.f64 y y) z) y))) t)
	56.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (/.f64 (neg.f64 (.f64 (.f64 y y) z)) y))) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
✓	60.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 (neg.f64 y) z))) t)
▶	46.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 z y))) t)
	88.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t) t (neg.f64 t)))
	84.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
▶	98.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	46.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 935 to 971 computations (49.8% saved)

simplify151.0ms (1.7%)

Memory

38.5MiB live, 135.9MiB allocated; 14ms collecting garbage

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	480
0	81	444
1	139	444
2	301	444
3	710	434
4	2091	434
5	7212	434
0	8014	391

Stop Event

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

Calls

Call 1

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

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

localize249.0ms (2.8%)

Memory

10.6MiB live, 194.9MiB allocated; 28ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.25390625	(/.f64 (log.f64 y) z)
accuracy	0.35749664464295233	(fma.f64 (/.f64 (log.f64 y) z) x y)
accuracy	8.085701317148528	(.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 (log.f64 y) z) x y)) z)
accuracy	19.426274509704058	#s(approx (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 (log.f64 y) z) x y))
accuracy	0.03125	(fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y))
accuracy	0.6316031980379042	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y)))
accuracy	15.45822691228148	(*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y)
accuracy	43.30633657202652	#s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))
accuracy	6.866328719434768	(.f64 (.f64 y y) z)
accuracy	14.256661918062811	(/.f64 (.f64 (.f64 y y) z) y)
accuracy	43.30633657202658	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (/.f64 (.f64 (.f64 y y) z) y)))
accuracy	47.60864863254847	#s(approx (* (log (+ 1 (- 0 y))) z) (/.f64 (.f64 (.f64 y y) z) y))
accuracy	0.0	(*.f64 z y)
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 z y))) t)
accuracy	43.30633657202658	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 z y)))
accuracy	47.60864863254847	#s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 z y))
accuracy	0.0	(log.f64 y)
accuracy	0.0078125	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy	0.2421875	(*.f64 (log.f64 y) x)
accuracy	0.9419214196963142	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Samples

165.0ms	123×	1	valid
57.0ms	133×	0	valid

Compiler

Compiled 276 to 43 computations (84.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 172.0ms

ival-mult: 79.0ms (45.8% of total)

ival-add: 34.0ms (19.7% of total)

ival-log: 28.0ms (16.2% of total)

adjust: 15.0ms (8.7% of total)

ival-sub: 6.0ms (3.5% of total)

ival-div: 6.0ms (3.5% of total)

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

ival-neg: 1.0ms (0.6% of total)

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

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

exact: 0.0ms (0% of total)

series224.0ms (2.5%)

Memory

0.2MiB live, 232.2MiB allocated; 48ms collecting garbage

Counts

24 → 127

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
45.0ms	z	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* z y) (/ (* (* y y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* -1/2 z) (/ (neg z) y)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (* y y) z) (+ (* -1/2 z) (/ (neg z) y)) (+ (* (/ (log y) z) x) y) (/ (log y) z))
38.0ms	x	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* z y) (/ (* (* y y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* -1/2 z) (/ (neg z) y)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (* y y) z) (+ (* -1/2 z) (/ (neg z) y)) (+ (* (/ (log y) z) x) y) (/ (log y) z))
36.0ms	y	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* z y) (/ (* (* y y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* -1/2 z) (/ (neg z) y)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (* y y) z) (+ (* -1/2 z) (/ (neg z) y)) (+ (* (/ (log y) z) x) y) (/ (log y) z))
36.0ms	z	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* z y) (/ (* (* y y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* -1/2 z) (/ (neg z) y)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (* y y) z) (+ (* -1/2 z) (/ (neg z) y)) (+ (* (/ (log y) z) x) y) (/ (log y) z))
22.0ms	z	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* z y) (/ (* (* y y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (+ 1 (- 0 y))) z) (* (+ (* -1/2 z) (/ (neg z) y)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) z) (+ (* (/ (log y) z) x) (log (+ 1 (- 0 y)))) (* (* y y) z) (+ (* -1/2 z) (/ (neg z) y)) (+ (* (/ (log y) z) x) y) (/ (log y) z))

simplify184.0ms (2%)

Memory

5.8MiB live, 237.3MiB allocated; 58ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	325	1957
1	1171	1767
2	4799	1752
0	8716	1631

Stop Event

1×	iter limit
1×	node limit

Counts

127 → 126

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

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

rewrite94.0ms (1%)

Memory

3.9MiB live, 151.4MiB allocated; 12ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	436
0	81	416
1	333	407
0	2506	378

Stop Event

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

Counts

24 → 138

Calls

Call 1

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

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

eval30.0ms (0.3%)

Memory: -8.7MiB live, 82.2MiB allocated; 7ms collecting garbage
Compiler: Compiled 11 413 to 1 205 computations (89.4% saved)

prune27.0ms (0.3%)

Memory

-0.5MiB live, 54.1MiB allocated; 4ms collecting garbage

Pruning

26 alts after pruning (19 fresh and 7 done)

	Pruned	Kept	Total
New	240	7	247
Fresh	1	12	13
Picked	2	3	5
Done	1	4	5
Total	244	26	270

Accuracy

99.9%

Counts

270 → 26

Alt Table

Click to see full alt table

Status	Accuracy	Program
	13.1%	(/.f64 (-.f64 (.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64)))) (.f64 (fma.f64 t (+.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64))) (pow.f64 t #s(literal 3 binary64)))) (.f64 (fma.f64 t (+.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64))) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 x z) (log.f64 y) y)) z)) #s(literal 2 binary64)))))
✓	99.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t)
	63.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (.f64 (-.f64 (pow.f64 (.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64))) z) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log1p.f64 (neg.f64 y))))) t)
✓	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	49.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
✓	71.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (/.f64 (log.f64 y) z) x y)) z)) t)
✓	85.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y))) z)) t)
	55.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (/.f64 (-.f64 (pow.f64 (.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (.f64 y y)) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) y))) z)) t)
	71.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( (/ (log y) z) x) (log (+ 1 (- 0 y)))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
	62.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	61.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z)) t)
	26.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 (/.f64 z (.f64 y (neg.f64 y))) y (.f64 #s(literal -1/2 binary64) z)) y) y))) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))) t)
	44.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 #s(approx (+ (* -1/2 z) (/ (neg z) y)) (/.f64 (neg.f64 z) y)) y) y))) t)
	46.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (/.f64 (.f64 (.f64 z y) y) y))) t)
	56.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (/.f64 (neg.f64 (.f64 (.f64 y y) z)) y))) t)
	61.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
	36.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (/.f64 z y) (.f64 y y)))) t)
✓	46.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 z y))) t)
	84.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
✓	98.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	46.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	53.0%	#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))))
	86.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 (/.f64 (fma.f64 (neg.f64 y) z (.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t)))
	60.7%	#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 2 675 to 865 computations (67.7% saved)

regimes92.0ms (1%)

Memory

-24.3MiB live, 115.1MiB allocated; 8ms collecting garbage

Counts

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

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

Calls

6 calls:

36.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms	x
12.0ms	t
10.0ms	z
10.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes71.0ms (0.8%)

Memory

10.5MiB live, 100.5MiB allocated; 9ms collecting garbage

Counts

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

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

Calls

6 calls:

26.0ms	x
11.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms	t
8.0ms	z

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes102.0ms (1.1%)

Memory

8.3MiB live, 148.6MiB allocated; 84ms collecting garbage

Counts

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

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

Calls

6 calls:

35.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
24.0ms	x
19.0ms	z
8.0ms	t
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes72.0ms (0.8%)

Memory

16.9MiB live, 63.2MiB allocated; 12ms collecting garbage

Counts

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

37.0ms	x
7.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	t
7.0ms	z
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
98.4%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
98.4%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
98.4%	1	`x`
98.4%	1	`y`
98.4%	1	`z`
98.4%	1	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes46.0ms (0.5%)

Memory

-2.7MiB live, 88.2MiB allocated; 11ms collecting garbage

Counts

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

Outputs

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

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

Calls

6 calls:

10.0ms	y
9.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	x
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	t

Results

Accuracy	Segments	Branch
92.6%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
90.2%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
88.7%	2	`z`
94.1%	3	`x`
87.3%	2	`y`
90.7%	3	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes36.0ms (0.4%)

Memory

8.7MiB live, 62.0MiB allocated; 9ms collecting garbage

Counts

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

Outputs

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

Calls

6 calls:

11.0ms	t
5.0ms	z
5.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	x

Results

Accuracy	Segments	Branch
62.0%	1	`y`
62.0%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
62.0%	1	`z`
62.0%	1	`t`
62.0%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
62.0%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes27.0ms (0.3%)

Memory

8.7MiB live, 56.6MiB allocated; 1ms collecting garbage

Counts

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

Outputs

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

Calls

6 calls:

5.0ms	x
4.0ms	z
4.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	t

Results

Accuracy	Segments	Branch
61.9%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
61.9%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
61.9%	1	`y`
61.9%	1	`t`
61.9%	1	`x`
61.9%	1	`z`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes25.0ms (0.3%)

Memory

0.9MiB live, 47.8MiB allocated; 1ms collecting garbage

Counts

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

Outputs

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

Calls

6 calls:

5.0ms	x
4.0ms	z
4.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	t

Results

Accuracy	Segments	Branch
61.8%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
61.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
61.8%	1	`y`
61.8%	1	`t`
61.8%	1	`z`
61.8%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes21.0ms (0.2%)

Memory

-5.3MiB live, 41.5MiB allocated; 2ms collecting garbage

Counts

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

Outputs

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

Calls

6 calls:

4.0ms	z
3.0ms	x
3.0ms	t
3.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
61.6%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
61.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
61.6%	1	`y`
61.6%	1	`t`
61.6%	1	`x`
61.6%	1	`z`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes37.0ms (0.4%)

Memory

-22.3MiB live, 26.9MiB allocated; 4ms collecting garbage

Counts

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

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

Calls

6 calls:

24.0ms	t
2.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	z
2.0ms	x

Results

Accuracy	Segments	Branch
61.6%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
61.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
61.6%	1	`y`
61.6%	1	`t`
61.6%	1	`z`
61.6%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes11.0ms (0.1%)

Memory

21.3MiB live, 21.3MiB allocated; 0ms collecting garbage

Counts

4 → 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 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (*.f64 (neg.f64 y) z))) 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:

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

Results

Accuracy	Segments	Branch
60.7%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
60.7%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
60.7%	1	`y`
60.7%	1	`t`
60.7%	1	`z`
60.7%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes79.0ms (0.9%)

Memory

-31.0MiB live, 16.2MiB allocated; 1ms collecting garbage

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

6 calls:

74.0ms	(-.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	z
1.0ms	x
1.0ms	y

Results

Accuracy	Segments	Branch
46.9%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
46.9%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
46.9%	1	`y`
46.9%	1	`t`
46.9%	1	`z`
46.9%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

bsearch63.0ms (0.7%)

Memory

0.3MiB live, 92.7MiB allocated; 6ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
33.0ms	8.197682734136673e-33	7.853674444507379e-28
24.0ms	-2.615009434159864e-124	-3.082982161248572e-126

Samples

34.0ms	98×	1	valid
13.0ms	158×	0	valid

Compiler

Compiled 896 to 739 computations (17.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 38.0ms

ival-log: 24.0ms (63.9% of total)

adjust: 4.0ms (10.6% of total)

ival-mult: 4.0ms (10.6% of total)

ival-sub: 3.0ms (8% of total)

ival-add: 1.0ms (2.7% of total)

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

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

exact: 0.0ms (0% of total)

simplify42.0ms (0.5%)

Memory

43.7MiB live, 43.7MiB allocated; 0ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	99	386
1	168	381
2	291	381
3	582	381
4	1453	381
5	2896	381

Stop Event

1×	node limit

Calls

Call 1

Inputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) 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 x #s(literal -6859310779502913/95268205270873786358080970147496530326800480428008152797215483387004752771599292606210513399154418065180265231976520474104247304665780191232 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (if (<=.f64 x #s(literal 7992587079153375/5708990770823839524233143877797980545530986496 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t) #s(approx (- (+ (* x (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 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) 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))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) 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 x #s(literal -6859310779502913/95268205270873786358080970147496530326800480428008152797215483387004752771599292606210513399154418065180265231976520474104247304665780191232 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (if (<=.f64 x #s(literal 7992587079153375/5708990770823839524233143877797980545530986496 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))))
(if (or (<=.f64 x #s(literal -6859310779502913/95268205270873786358080970147496530326800480428008152797215483387004752771599292606210513399154418065180265231976520474104247304665780191232 binary64)) (not (<=.f64 x #s(literal 7992587079153375/5708990770823839524233143877797980545530986496 binary64)))) #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 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (log (+ 1 (- 0 y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (+ 1 (- 0 y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) 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))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

derivations720.0ms (8%)

Memory

-48.3MiB live, 300.2MiB allocated; 116ms collecting garbage

Stop Event

1×

fuel

Compiler

Compiled 391 to 103 computations (73.7% saved)

preprocess76.0ms (0.8%)

Memory: -2.7MiB live, 91.7MiB allocated; 23ms collecting garbage
Compiler: Compiled 870 to 274 computations (68.5% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

start0.0ms (0%)

analyze101.0ms (1.1%)

sample2.9s (31.9%)

explain460.0ms (5.1%)

preprocess277.0ms (3.1%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify182.0ms (2%)

localize226.0ms (2.5%)

series202.0ms (2.2%)

simplify157.0ms (1.7%)

rewrite48.0ms (0.5%)

eval11.0ms (0.1%)

prune10.0ms (0.1%)

simplify152.0ms (1.7%)

localize178.0ms (2%)

series226.0ms (2.5%)

simplify208.0ms (2.3%)

rewrite89.0ms (1%)

eval64.0ms (0.7%)

prune20.0ms (0.2%)

simplify161.0ms (1.8%)

localize265.0ms (2.9%)

series143.0ms (1.6%)

simplify175.0ms (1.9%)

rewrite206.0ms (2.3%)

eval65.0ms (0.7%)

prune26.0ms (0.3%)

simplify151.0ms (1.7%)

localize249.0ms (2.8%)

series224.0ms (2.5%)

simplify184.0ms (2%)

rewrite94.0ms (1%)

eval30.0ms (0.3%)

prune27.0ms (0.3%)

regimes92.0ms (1%)

regimes71.0ms (0.8%)

regimes102.0ms (1.1%)

regimes72.0ms (0.8%)

regimes46.0ms (0.5%)

regimes36.0ms (0.4%)

regimes27.0ms (0.3%)

regimes25.0ms (0.3%)

regimes21.0ms (0.2%)

regimes37.0ms (0.4%)

regimes11.0ms (0.1%)

regimes79.0ms (0.9%)

bsearch63.0ms (0.7%)

simplify42.0ms (0.5%)

derivations720.0ms (8%)

preprocess76.0ms (0.8%)

end0.0ms (0%)

Profiling