Metrics for Numeric.SpecFunctions.Extra:bd0 from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze71.0ms (0.7%)

Memory

6.7MiB live, 81.3MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
0%	0%	74.9%	0.1%	0%	25%	0%	3
0%	0%	74.9%	0.1%	0%	25%	0%	4
0%	0%	74.9%	0.1%	0%	25%	0%	5
30%	18.7%	43.7%	0.1%	0%	37.4%	0%	6
30%	18.7%	43.7%	0.1%	0%	37.4%	0%	7
35%	21.8%	40.6%	0.1%	0%	37.4%	0%	8
52.8%	29.6%	26.5%	0.1%	0%	43.7%	0%	9
52.8%	29.6%	26.5%	0.1%	0%	43.7%	0%	10
59.7%	33.5%	22.6%	0.1%	0%	43.7%	0%	11
72.8%	38.6%	14.4%	0.1%	0%	46.8%	0%	12

Compiler

Compiled 10 to 9 computations (10% saved)

sample1.0s (9.5%)

Memory

-128.1MiB live, 1 087.6MiB allocated

Samples

519.0ms	8 256×	0	valid
33.0ms	525×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 328.0ms

ival-log: 121.0ms (36.9% of total)

ival-div: 94.0ms (28.7% of total)

ival-mult: 62.0ms (18.9% of total)

ival-sub: 41.0ms (12.5% of total)

ival-true: 7.0ms (2.1% of total)

ival-assert: 3.0ms (0.9% of total)

Bogosity

explain146.0ms (1.3%)

Memory

-5.8MiB live, 114.6MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
61	-	4	(-1.2194543846974808e-203 -1.2042844619314842e-203 -7.570577939279878e+25)	`(log.f64 (/.f64 x y))`
0	-	0	-	`(/.f64 x y)`
0	-	0	-	`(*.f64 x (log.f64 (/.f64 x y)))`
0	-	0	-	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
0	-	0	-	`y`
0	-	0	-	`z`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (/.f64 x y))`	oflow-rescue	35	0
↳	`(/.f64 x y)`	overflow	35
`log.f64`	`(log.f64 (/.f64 x y))`	uflow-rescue	4	0
↳	`(/.f64 x y)`	underflow	22

Confusion

	Predicted +	Predicted -
+	38	19
-	1	198

Precision

0.9743589743589743

Recall

0.6666666666666666

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	38	0	19
-	1	1	197

Precision?

0.95

Recall?

0.6666666666666666

Freqs

test

number	freq
0	217
1	39

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

98.0ms

512×

valid

Compiler

Compiled 60 to 25 computations (58.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 81.0ms

ival-mult: 66.0ms (81.4% of total)

ival-log: 8.0ms (9.9% of total)

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

ival-sub: 2.0ms (2.5% of total)

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

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

preprocess79.0ms (0.7%)

Memory

14.4MiB live, 52.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	33	83
1	65	81
2	144	78
3	328	78
4	555	78
5	945	78
6	1525	78
7	1867	78
8	2098	78
9	2174	78
10	2194	78
11	2196	78
12	2200	78
0	7	8
0	11	8
1	14	8
2	19	8
3	25	8
4	39	8
5	60	8
6	111	8
7	172	8
8	243	8
9	293	8
10	376	8
11	416	8
12	505	8
13	527	8
14	541	8
15	587	8
16	591	8
0	591	8

Stop Event

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

Calls

Call 1

Inputs
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Outputs
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))

Compiler

Compiled 8 to 7 computations (12.5% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	78.7%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Compiler

Compiled 8 to 7 computations (12.5% saved)

simplify21.0ms (0.2%)

Memory

-15.8MiB live, 21.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(/.f64 x y)
cost-diff	0	(log.f64 (/.f64 x y))
cost-diff	0	(*.f64 x (log.f64 (/.f64 x y)))
cost-diff	0	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	24
0	11	24
1	14	24
2	19	24
3	25	24
4	39	24
5	60	24
6	111	24
7	172	24
8	243	24
9	293	24
10	376	24
11	416	24
12	505	24
13	527	24
14	541	24
15	587	24
16	591	24
0	591	24

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
(*.f64 x (log.f64 (/.f64 x y)))
x
(log.f64 (/.f64 x y))
(/.f64 x y)
y
z

Outputs
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
(*.f64 x (log.f64 (/.f64 x y)))
(*.f64 (log.f64 (/.f64 x y)) x)
x
(log.f64 (/.f64 x y))
(/.f64 x y)
y
z

localize23.0ms (0.2%)

Memory

3.8MiB live, 41.7MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(/.f64 x y)
accuracy	0.01171875	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
accuracy	0.2578125	(*.f64 x (log.f64 (/.f64 x y)))
accuracy	14.102039521776103	(log.f64 (/.f64 x y))

Samples

18.0ms

256×

valid

Compiler

Compiled 26 to 9 computations (65.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 10.0ms

ival-log: 5.0ms (47.9% of total)

ival-div: 2.0ms (19.2% of total)

ival-mult: 2.0ms (19.2% of total)

ival-sub: 1.0ms (9.6% of total)

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

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

series157.0ms (1.4%)

Memory

18.2MiB live, 240.5MiB allocated

Counts

4 → 108

Calls

Call 1

Inputs
#s(alt (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (patch (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) #<representation binary64>) () ())
#s(alt (.f64 x (log.f64 (/.f64 x y))) (patch (.f64 x (log.f64 (/.f64 x y))) #<representation binary64>) () ())
#s(alt (log.f64 (/.f64 x y)) (patch (log.f64 (/.f64 x y)) #<representation binary64>) () ())
#s(alt (/.f64 x y) (patch (/.f64 x y) #<representation binary64>) () ())

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

Calls

9 calls:

Time	Variable		Point	Expression
47.0ms	x	@	-inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
32.0ms	y	@	0	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
26.0ms	x	@	0	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
25.0ms	y	@	-inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
10.0ms	y	@	inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))

simplify215.0ms (2%)

Memory

30.4MiB live, 189.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	54	775
1	154	719
2	424	719
3	1132	719
4	2897	719
5	4858	719
6	5921	719
7	6565	719
8	6831	719
9	6911	719
10	7952	719
0	8339	719

Stop Event

1×	iter limit
1×	node limit

Counts

108 → 108

Calls

Call 1

Inputs
(* x (log (/ x y)))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(* -1 z)
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(- (* x (+ (log x) (* -1 (log y)))) z)
(- (* x (+ (log x) (* -1 (log y)))) z)
(- (* x (+ (log x) (* -1 (log y)))) z)
(- (* x (+ (log x) (* -1 (log y)))) z)
(* x (+ (log x) (* -1 (log y))))
(* x (+ (log x) (* -1 (log y))))
(* x (+ (log x) (* -1 (log y))))
(* x (+ (log x) (* -1 (log y))))
(+ (log x) (* -1 (log y)))
(+ (log x) (* -1 (log y)))
(+ (log x) (* -1 (log y)))
(+ (log x) (* -1 (log y)))
(/ x y)
(/ x y)
(/ x y)
(/ x y)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(* x (+ (log x) (log (/ 1 y))))
(* x (+ (log x) (log (/ 1 y))))
(* x (+ (log x) (log (/ 1 y))))
(* x (+ (log x) (log (/ 1 y))))
(+ (log x) (log (/ 1 y)))
(+ (log x) (log (/ 1 y)))
(+ (log x) (log (/ 1 y)))
(+ (log x) (log (/ 1 y)))
(/ x y)
(/ x y)
(/ x y)
(/ x y)
(- (* x (+ (log (* -1 x)) (log (/ -1 y)))) z)
(- (* x (+ (log (* -1 x)) (log (/ -1 y)))) z)
(- (* x (+ (log (* -1 x)) (log (/ -1 y)))) z)
(- (* x (+ (log (* -1 x)) (log (/ -1 y)))) z)
(* x (+ (log (* -1 x)) (log (/ -1 y))))
(* x (+ (log (* -1 x)) (log (/ -1 y))))
(* x (+ (log (* -1 x)) (log (/ -1 y))))
(* x (+ (log (* -1 x)) (log (/ -1 y))))
(+ (log (* -1 x)) (log (/ -1 y)))
(+ (log (* -1 x)) (log (/ -1 y)))
(+ (log (* -1 x)) (log (/ -1 y)))
(+ (log (* -1 x)) (log (/ -1 y)))
(/ x y)
(/ x y)
(/ x y)
(/ x y)
(* -1 z)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(- (* x (+ (log x) (log (/ 1 y)))) z)
(* x (+ (log x) (log (/ 1 y))))
(* x (+ (log x) (log (/ 1 y))))
(* x (+ (log x) (log (/ 1 y))))
(* x (+ (log x) (log (/ 1 y))))
(+ (log x) (log (/ 1 y)))
(+ (log x) (log (/ 1 y)))
(+ (log x) (log (/ 1 y)))
(+ (log x) (log (/ 1 y)))
(/ x y)
(/ x y)
(/ x y)
(/ x y)
(* x (+ (log (/ 1 y)) (* -1 (log (/ 1 x)))))
(* x (+ (log (/ 1 y)) (+ (* -1 (log (/ 1 x))) (* -1 (/ z x)))))
(* x (+ (log (/ 1 y)) (+ (* -1 (log (/ 1 x))) (* -1 (/ z x)))))
(* x (+ (log (/ 1 y)) (+ (* -1 (log (/ 1 x))) (* -1 (/ z x)))))
(* x (+ (log (/ 1 y)) (* -1 (log (/ 1 x)))))
(* x (+ (log (/ 1 y)) (* -1 (log (/ 1 x)))))
(* x (+ (log (/ 1 y)) (* -1 (log (/ 1 x)))))
(* x (+ (log (/ 1 y)) (* -1 (log (/ 1 x)))))
(+ (log (/ 1 y)) (* -1 (log (/ 1 x))))
(+ (log (/ 1 y)) (* -1 (log (/ 1 x))))
(+ (log (/ 1 y)) (* -1 (log (/ 1 x))))
(+ (log (/ 1 y)) (* -1 (log (/ 1 x))))
(/ x y)
(/ x y)
(/ x y)
(/ x y)
(* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))
(* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x))))
(* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x))))
(* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x))))
(* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))
(* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))
(* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))
(* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))
(+ (log (/ -1 y)) (* -1 (log (/ -1 x))))
(+ (log (/ -1 y)) (* -1 (log (/ -1 x))))
(+ (log (/ -1 y)) (* -1 (log (/ -1 x))))
(+ (log (/ -1 y)) (* -1 (log (/ -1 x))))
(/ x y)
(/ x y)
(/ x y)
(/ x y)

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

rewrite364.0ms (3.3%)

Memory

9.5MiB live, 307.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	21
0	11	21
1	38	21
2	230	21
3	2061	21
0	8395	21

Stop Event

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

Counts

4 → 309

Calls

Call 1

Inputs
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
(*.f64 x (log.f64 (/.f64 x y)))
(log.f64 (/.f64 x y))
(/.f64 x y)

Outputs
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eval244.0ms (2.2%)

Memory: -2.3MiB live, 152.6MiB allocated
Compiler: Compiled 12 069 to 1 177 computations (90.2% saved)

prune24.0ms (0.2%)

Memory

21.7MiB live, 59.1MiB allocated

Pruning

18 alts after pruning (17 fresh and 1 done)

	Pruned	Kept	Total
New	400	17	417
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	400	18	418

Accuracy

100.0%

Counts

418 → 18

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.9%	(fma.f64 (.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	45.1%	(fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
▶	46.5%	(/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z))
▶	78.6%	(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)))
	57.5%	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
	50.3%	(-.f64 (/.f64 (.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x) (log.f64 (.f64 y x))) z)
▶	36.5%	(-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z)
	57.4%	(-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (fma.f64 (log.f64 x) (log.f64 x) (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 (log.f64 x) (neg.f64 (log.f64 y))))))) z)
	77.2%	(-.f64 (*.f64 x (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64))) (log.f64 (/.f64 y x)))) z)
	57.3%	(-.f64 (*.f64 x (-.f64 (/.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (-.f64 (log.f64 x) (neg.f64 (log.f64 y)))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (-.f64 (log.f64 x) (neg.f64 (log.f64 y)))))) z)
	41.9%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
▶	57.5%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	50.4%	(-.f64 (.f64 x (.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (pow.f64 (fma.f64 (log.f64 y) (log.f64 (*.f64 y x)) (pow.f64 (log.f64 x) #s(literal 2 binary64))) #s(literal -1 binary64)))) z)
	78.5%	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
✓	78.7%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
	32.6%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	45.0%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
▶	44.4%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 590 to 415 computations (29.7% saved)

simplify145.0ms (1.3%)

Memory

-29.0MiB live, 124.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (*.f64 (neg.f64 x) (neg.f64 y))))
cost-diff	0	(.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y)))))
cost-diff	0	(-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z)
cost-diff	256	(*.f64 (neg.f64 x) (neg.f64 y))
cost-diff	0	(pow.f64 (*.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))
cost-diff	0	(neg.f64 z)
cost-diff	0	(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64)))
cost-diff	14976	(/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z))
cost-diff	0	(log.f64 x)
cost-diff	0	(-.f64 (log.f64 x) (log.f64 y))
cost-diff	0	(*.f64 x (-.f64 (log.f64 x) (log.f64 y)))
cost-diff	0	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
cost-diff	0	(log.f64 (/.f64 x y))
cost-diff	0	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
cost-diff	0	(pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))
cost-diff	7168	(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	39	258
0	68	254
1	107	242
2	195	232
3	388	232
4	1203	232
5	3296	232
6	6425	232
0	8141	232

Stop Event

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

Calls

Call 1

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

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

localize167.0ms (1.5%)

Memory

-20.3MiB live, 176.8MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
accuracy	0	(neg.f64 x)
accuracy	0	(log.f64 (*.f64 (neg.f64 x) (neg.f64 y)))
accuracy	0	(log.f64 (neg.f64 y))
accuracy	0	(log.f64 (neg.f64 x))
accuracy	0	(/.f64 x y)
accuracy	0	(*.f64 (log.f64 (/.f64 x y)) x)
accuracy	0	(neg.f64 z)
accuracy	0	(log.f64 (/.f64 x y))
accuracy	0	(-.f64 (log.f64 x) (log.f64 y))
accuracy	0	(*.f64 x (-.f64 (log.f64 x) (log.f64 y)))
accuracy	0	(log.f64 y)
accuracy	0	(log.f64 x)
accuracy	0	(neg.f64 z)
accuracy	0	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
accuracy	0	(/.f64 x y)
accuracy	0	(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)))
accuracy	0	(neg.f64 z)
accuracy	0	(log.f64 (/.f64 x y))

Samples

139.0ms

256×

invalid

Compiler

Compiled 264 to 39 computations (85.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 103.0ms

ival-pow2: 35.0ms (34.1% of total)

ival-pow: 24.0ms (23.4% of total)

ival-log: 14.0ms (13.6% of total)

ival-mult: 9.0ms (8.8% of total)

ival-div: 7.0ms (6.8% of total)

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

ival-add: 3.0ms (2.9% of total)

ival-neg: 3.0ms (2.9% of total)

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

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

exact: 0.0ms (0% of total)

series1.0s (9.2%)

Memory

-36.6MiB live, 1 027.8MiB allocated

Counts

24 → 600

Calls

Call 1

Inputs
#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) #<representation binary64>) () ())
#s(alt (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) #<representation binary64>) () ())
#s(alt (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (patch (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #<representation binary64>) () ())
#s(alt (log.f64 (/.f64 x y)) (patch (log.f64 (/.f64 x y)) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (patch #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) #<representation binary64>) () ())
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) (patch (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) #<representation binary64>) () ())
#s(alt (.f64 x (-.f64 (log.f64 x) (log.f64 y))) (patch (.f64 x (-.f64 (log.f64 x) (log.f64 y))) #<representation binary64>) () ())
#s(alt (-.f64 (log.f64 x) (log.f64 y)) (patch (-.f64 (log.f64 x) (log.f64 y)) #<representation binary64>) () ())
#s(alt (log.f64 x) (patch (log.f64 x) #<representation binary64>) () ())
#s(alt (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())
#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) #<representation binary64>) () ())
#s(alt (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64)) (patch (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64)) #<representation binary64>) () ())
#s(alt (.f64 (neg.f64 x) (neg.f64 y)) (patch (.f64 (neg.f64 x) (neg.f64 y)) #<representation binary64>) () ())
#s(alt (-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z) (patch (-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z) #<representation binary64>) () ())
#s(alt (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) (patch (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) #<representation binary64>) () ())
#s(alt (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y)))) (patch (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y)))) #<representation binary64>) () ())
#s(alt (/.f64 x y) (patch (/.f64 x y) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt (.f64 (log.f64 (/.f64 x y)) x) (patch (.f64 (log.f64 (/.f64 x y)) x) #<representation binary64>) () ())
#s(alt (log.f64 (neg.f64 x)) (patch (log.f64 (neg.f64 x)) #<representation binary64>) () ())
#s(alt (log.f64 (neg.f64 y)) (patch (log.f64 (neg.f64 y)) #<representation binary64>) () ())
#s(alt (log.f64 (.f64 (neg.f64 x) (neg.f64 y))) (patch (log.f64 (.f64 (neg.f64 x) (neg.f64 y))) #<representation binary64>) () ())
#s(alt (neg.f64 x) (patch (neg.f64 x) #<representation binary64>) () ())

Outputs
#s(alt (* x (log (/ x y))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log (/ x y)))) (taylor 0 z) (#s(alt (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (+ (/ 1 (* x (log (/ x y)))) (/ z (* (pow x 2) (pow (log (/ x y)) 2)))) (taylor 0 z) (#s(alt (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (+ (* z (+ (/ 1 (* (pow x 2) (pow (log (/ x y)) 2))) (/ z (* (pow x 3) (pow (log (/ x y)) 3))))) (/ 1 (* x (log (/ x y))))) (taylor 0 z) (#s(alt (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (+ (* z (+ (* z (+ (/ 1 (* (pow x 3) (pow (log (/ x y)) 3))) (/ z (* (pow x 4) (pow (log (/ x y)) 4))))) (/ 1 (* (pow x 2) (pow (log (/ x y)) 2))))) (/ 1 (* x (log (/ x y))))) (taylor 0 z) (#s(alt (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x (log (/ x y))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (patch (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (patch (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (patch (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (patch (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* x (log (/ x y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (patch #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (patch #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (patch #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (patch #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* x (- (log x) (log y))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) (patch (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (- (log x) (log y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) (patch (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (- (log x) (log y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) (patch (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (- (log x) (log y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) (patch (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z) #<representation binary64>) () ())) ())
#s(alt (* x (log (/ x y))) (taylor 0 z) (#s(alt (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (pow (log (/ x y)) 2)) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (pow z 2)) (* (pow x 2) (pow (log (/ x y)) 2))) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (pow z 2)) (* (pow x 2) (pow (log (/ x y)) 2))) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (pow z 2)) (* (pow x 2) (pow (log (/ x y)) 2))) (taylor 0 z) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (/ (* x (- (pow (log (neg x)) 2) (pow (log (neg y)) 2))) (log (* x y))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z) (patch (-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (/ (* x (- (pow (log (neg x)) 2) (pow (log (neg y)) 2))) (log (* x y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z) (patch (-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (log.f64 (.f64 (neg.f64 x) (neg.f64 y))))) z) #<representation binary64>) () ())) ())
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Calls

9 calls:

Time	Variable		Point	Expression
396.0ms	y	@	-inf	((/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (pow (+ (* (log (/ x y)) x) (neg z)) -1) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (pow (* (log (/ x y)) x) 2) (* (neg x) (neg y)) (- (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) z) (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y)))) (/ x y) (log y) (* (log (/ x y)) x) (log (neg x)) (log (neg y)) (log (* (neg x) (neg y))) (neg x))
167.0ms	x	@	0	((/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (pow (+ (* (log (/ x y)) x) (neg z)) -1) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (pow (* (log (/ x y)) x) 2) (* (neg x) (neg y)) (- (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) z) (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y)))) (/ x y) (log y) (* (log (/ x y)) x) (log (neg x)) (log (neg y)) (log (* (neg x) (neg y))) (neg x))
119.0ms	y	@	inf	((/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (pow (+ (* (log (/ x y)) x) (neg z)) -1) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (pow (* (log (/ x y)) x) 2) (* (neg x) (neg y)) (- (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) z) (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y)))) (/ x y) (log y) (* (log (/ x y)) x) (log (neg x)) (log (neg y)) (log (* (neg x) (neg y))) (neg x))
113.0ms	y	@	0	((/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (pow (+ (* (log (/ x y)) x) (neg z)) -1) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (pow (* (log (/ x y)) x) 2) (* (neg x) (neg y)) (- (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) z) (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y)))) (/ x y) (log y) (* (log (/ x y)) x) (log (neg x)) (log (neg y)) (log (* (neg x) (neg y))) (neg x))
69.0ms	x	@	-inf	((/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (pow (+ (* (log (/ x y)) x) (neg z)) -1) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (pow (* (log (/ x y)) x) 2) (* (neg x) (neg y)) (- (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) z) (* x (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y))))) (/ (- (pow (log (neg x)) 2) (pow (log (neg y)) 2)) (log (* (neg x) (neg y)))) (/ x y) (log y) (* (log (/ x y)) x) (log (neg x)) (log (neg y)) (log (* (neg x) (neg y))) (neg x))

simplify218.0ms (2%)

Memory

52.6MiB live, 235.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	341	7019
1	952	6750
2	3088	6698
0	8263	6628

Stop Event

1×	iter limit
1×	node limit

Counts

600 → 600

Calls

Call 1

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

rewrite286.0ms (2.6%)

Memory

7.7MiB live, 322.1MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	39	200
0	68	189
1	257	181
2	1524	181
0	8552	181

Stop Event

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

Counts

24 → 1 337

Calls

Call 1

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

Outputs
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eval360.0ms (3.3%)

Memory: 13.0MiB live, 619.2MiB allocated
Compiler: Compiled 67 232 to 4 529 computations (93.3% saved)

prune85.0ms (0.8%)

Memory

-4.6MiB live, 208.8MiB allocated

Pruning

25 alts after pruning (22 fresh and 3 done)

	Pruned	Kept	Total
New	2 276	17	2 293
Fresh	7	5	12
Picked	3	2	5
Done	0	1	1
Total	2 286	25	2 311

Accuracy

100.0%

Counts

2 311 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.9%	(fma.f64 (.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	41.8%	(pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64))
	27.9%	(/.f64 #s(approx (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (.f64 (pow.f64 (log.f64 (/.f64 x y)) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 (log.f64 (/.f64 x y)) x z))
	78.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))
	44.9%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 (/.f64 x y)))))
	32.6%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 (+.f64 (/.f64 (/.f64 z x) (pow.f64 (-.f64 (log.f64 x) (log.f64 y)) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 (log.f64 x) (log.f64 y)))) x)))
	41.9%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal 1 binary64) (fma.f64 (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 (neg.f64 x))) x (neg.f64 z)))))
	44.3%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))
	57.5%	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
	50.3%	(-.f64 (/.f64 (.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x) (log.f64 (.f64 y x))) z)
▶	20.5%	(-.f64 (*.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) z)
▶	78.7%	(-.f64 (*.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z)
▶	41.9%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
✓	57.5%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	50.4%	(-.f64 (.f64 x (.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log.f64 y) (log.f64 (*.f64 y x)) (pow.f64 (log.f64 x) #s(literal 2 binary64))))))) z)
	78.5%	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
✓	78.7%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
	69.1%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	32.6%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	45.0%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (log.f64 (/.f64 x y)) x))
	49.9%	#s(approx (- (* x (- (log x) (log y))) z) (*.f64 (fma.f64 (/.f64 (-.f64 (log.f64 x) (log.f64 y)) z) x #s(literal -1 binary64)) z))
▶	1.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))))
▶	24.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
	24.4%	#s(approx (- (* x (log (/ x y))) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z))))
✓	44.4%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 648 to 522 computations (19.4% saved)

simplify123.0ms (1.1%)

Memory

1.8MiB live, 160.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(sqrt.f64 (log.f64 (neg.f64 x)))
cost-diff	0	(*.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y)))))
cost-diff	0	(-.f64 (*.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) z)
cost-diff	8128	(fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))
cost-diff	0	(log.f64 (neg.f64 x))
cost-diff	0	(-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))
cost-diff	0	(*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))))
cost-diff	0	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
cost-diff	192	(+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))
cost-diff	192	(+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64)))
cost-diff	448	(*.f64 #s(literal 0 binary64) (neg.f64 z))
cost-diff	7488	(/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))))
cost-diff	0	(*.f64 (neg.f64 z) z)
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
cost-diff	192	(+.f64 #s(literal 0 binary64) z)
cost-diff	1024	(/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))
cost-diff	0	(/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))
cost-diff	0	(*.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))))
cost-diff	0	(-.f64 (*.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z)
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	41	268
0	71	207
1	128	191
2	227	177
3	382	177
4	773	177
5	2283	177
6	3553	177
7	6208	177
8	7659	177
0	8120	177

Stop Event

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

Calls

Call 1

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

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

localize126.0ms (1.2%)

Memory

15.9MiB live, 170.6MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(-.f64 (*.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) z)
accuracy	0.02734375	(sqrt.f64 (log.f64 (neg.f64 x)))
accuracy	0.0625	(*.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y)))))
accuracy	0.1303750922478051	(fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))
accuracy	0	(log.f64 (neg.f64 x))
accuracy	0.0078125	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
accuracy	0.0625	(*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))))
accuracy	0.1206963699849738	(-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))
accuracy	0	(*.f64 #s(literal 0 binary64) (neg.f64 z))
accuracy	0	(neg.f64 z)
accuracy	9.410839398752016	(/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))))
accuracy	12.910347851059838	#s(approx (- (* x (log (/ x y))) z) (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))))
accuracy	0	(*.f64 (neg.f64 z) z)
accuracy	0	(neg.f64 z)
accuracy	6.291368320858048	(/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))
accuracy	10.306393656361603	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
accuracy	0.03515625	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))
accuracy	0.0546875	(/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))
accuracy	0.0625	(*.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))))
accuracy	3.631986358367108	(log.f64 (/.f64 x y))

Samples

55.0ms	203×	0	invalid
34.0ms	53×	0	valid

Compiler

Compiled 247 to 40 computations (83.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 66.0ms

ival-log: 27.0ms (40.8% of total)

ival-mult: 10.0ms (15.1% of total)

ival-div: 8.0ms (12.1% of total)

ival-sub: 6.0ms (9.1% of total)

ival-add: 4.0ms (6% of total)

ival-neg: 4.0ms (6% of total)

ival-pow: 4.0ms (6% of total)

ival-sqrt: 1.0ms (1.5% of total)

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

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

exact: 0.0ms (0% of total)

series317.0ms (2.9%)

Memory

-46.3MiB live, 383.0MiB allocated

Counts

23 → 492

Calls

Call 1

Inputs
#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))) #<representation binary64>) () ())
#s(alt (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) (patch (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) #<representation binary64>) () ())
#s(alt (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) (patch (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))) (patch (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))) #<representation binary64>) () ())
#s(alt (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) (patch (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) #<representation binary64>) () ())
#s(alt (+.f64 #s(literal 0 binary64) z) (patch (+.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) (patch #s(approx (- ( x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())
#s(alt (.f64 (neg.f64 z) z) (patch (.f64 (neg.f64 z) z) #<representation binary64>) () ())
#s(alt (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) (patch (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) #<representation binary64>) () ())
#s(alt (.f64 #s(literal 0 binary64) (neg.f64 z)) (patch (.f64 #s(literal 0 binary64) (neg.f64 z)) #<representation binary64>) () ())
#s(alt (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (patch (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) #<representation binary64>) () ())
#s(alt (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))) (patch (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))) #<representation binary64>) () ())
#s(alt (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (patch (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) #<representation binary64>) () ())
#s(alt (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) (patch (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) #<representation binary64>) () ())
#s(alt (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) (patch (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) #<representation binary64>) () ())
#s(alt (log.f64 (neg.f64 x)) (patch (log.f64 (neg.f64 x)) #<representation binary64>) () ())
#s(alt (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y)))) (patch (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y)))) #<representation binary64>) () ())
#s(alt (-.f64 (.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) z) (patch (-.f64 (.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) z) #<representation binary64>) () ())
#s(alt (.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) (patch (.f64 x (fma.f64 (sqrt.f64 (log.f64 (neg.f64 x))) (sqrt.f64 (log.f64 (neg.f64 x))) (neg.f64 (log.f64 (neg.f64 y))))) #<representation binary64>) () ())
#s(alt (sqrt.f64 (log.f64 (neg.f64 x))) (patch (sqrt.f64 (log.f64 (neg.f64 x))) #<representation binary64>) () ())
#s(alt (log.f64 (/.f64 x y)) (patch (log.f64 (/.f64 x y)) #<representation binary64>) () ())
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log (/ x y))) z) (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))))) (patch #s(approx (- (* x (log (/ x y))) z) (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))))) #<representation binary64>) () ())

Outputs
#s(alt (* x (log (/ x y))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) (patch (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) (patch (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) (patch (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) (patch (-.f64 (.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) (patch (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) (patch (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) (patch (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) (patch (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) z) (patch (+.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) z) (patch (+.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) z) (patch (+.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) z) (patch (+.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt (* x (log (/ x y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) (patch #s(approx (- ( x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) (patch #s(approx (- ( x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) (patch #s(approx (- ( x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log (/ x y)))) (taylor 0 z) (#s(alt #s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) (patch #s(approx (- ( x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) z) (patch (.f64 (neg.f64 z) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) z) (patch (.f64 (neg.f64 z) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) z) (patch (.f64 (neg.f64 z) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor 0 z) (#s(alt (.f64 (neg.f64 z) z) (patch (.f64 (neg.f64 z) z) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) (patch (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) (patch (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) (patch (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) #<representation binary64>) () ())) ())
#s(alt z (taylor 0 z) (#s(alt (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) (patch (/.f64 (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) (neg.f64 z)) (patch (.f64 #s(literal 0 binary64) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) (neg.f64 z)) (patch (.f64 #s(literal 0 binary64) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) (neg.f64 z)) (patch (.f64 #s(literal 0 binary64) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) (neg.f64 z)) (patch (.f64 #s(literal 0 binary64) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (pow z 3) (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (patch (+.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) #<representation binary64>) () ())) ())
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Calls

9 calls:

Time	Variable		Point	Expression
64.0ms	x	@	0	((/ 1 (/ 1 (log (/ x y)))) (- (* x (/ 1 (/ 1 (log (/ x y))))) z) (* x (/ 1 (/ 1 (log (/ x y))))) (/ 1 (log (/ x y))) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z))))) (* 0 (neg z)) (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z)))) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y)))) (- (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) z) (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) (sqrt (log (neg x))) (log (/ x y)) (neg z) (- (* x (log (/ x y))) z))
61.0ms	x	@	-inf	((/ 1 (/ 1 (log (/ x y)))) (- (* x (/ 1 (/ 1 (log (/ x y))))) z) (* x (/ 1 (/ 1 (log (/ x y))))) (/ 1 (log (/ x y))) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z))))) (* 0 (neg z)) (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z)))) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y)))) (- (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) z) (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) (sqrt (log (neg x))) (log (/ x y)) (neg z) (- (* x (log (/ x y))) z))
54.0ms	y	@	inf	((/ 1 (/ 1 (log (/ x y)))) (- (* x (/ 1 (/ 1 (log (/ x y))))) z) (* x (/ 1 (/ 1 (log (/ x y))))) (/ 1 (log (/ x y))) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z))))) (* 0 (neg z)) (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z)))) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y)))) (- (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) z) (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) (sqrt (log (neg x))) (log (/ x y)) (neg z) (- (* x (log (/ x y))) z))
49.0ms	y	@	-inf	((/ 1 (/ 1 (log (/ x y)))) (- (* x (/ 1 (/ 1 (log (/ x y))))) z) (* x (/ 1 (/ 1 (log (/ x y))))) (/ 1 (log (/ x y))) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z))))) (* 0 (neg z)) (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z)))) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y)))) (- (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) z) (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) (sqrt (log (neg x))) (log (/ x y)) (neg z) (- (* x (log (/ x y))) z))
28.0ms	y	@	0	((/ 1 (/ 1 (log (/ x y)))) (- (* x (/ 1 (/ 1 (log (/ x y))))) z) (* x (/ 1 (/ 1 (log (/ x y))))) (/ 1 (log (/ x y))) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z))))) (* 0 (neg z)) (+ 0 (pow z 3)) (+ 0 (- (* z z) (* 0 (neg z)))) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y)))) (- (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) z) (* x (+ (* (sqrt (log (neg x))) (sqrt (log (neg x)))) (neg (log (neg y))))) (sqrt (log (neg x))) (log (/ x y)) (neg z) (- (* x (log (/ x y))) z))

simplify150.0ms (1.4%)

Memory

4.4MiB live, 113.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	114	3831
1	300	3671
2	788	3671
3	2246	3671
4	5573	3655
0	8158	3655

Stop Event

1×	iter limit
1×	node limit

Counts

492 → 468

Calls

Call 1

Inputs
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(/.f64 #s(literal 1 binary64) (+.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 (neg.f64 x))))
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(*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)
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rewrite319.0ms (2.9%)

Memory

-2.1MiB live, 354.5MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	41	213
0	71	131
1	300	109
2	2014	109
0	8457	109

Stop Event

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

Counts

23 → 2 419

Calls

Call 1

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

Outputs
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eval539.0ms (4.9%)

Memory: 54.9MiB live, 926.9MiB allocated
Compiler: Compiled 87 996 to 4 647 computations (94.7% saved)

prune178.0ms (1.6%)

Memory

18.6MiB live, 256.4MiB allocated

Pruning

37 alts after pruning (33 fresh and 4 done)

	Pruned	Kept	Total
New	3 013	20	3 033
Fresh	4	13	17
Picked	4	1	5
Done	0	3	3
Total	3 021	37	3 058

Accuracy

100.0%

Counts

3 058 → 37

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.9%	(fma.f64 (.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	41.9%	(fma.f64 (log.f64 (neg.f64 x)) x (-.f64 (*.f64 (neg.f64 x) (log.f64 (neg.f64 y))) z))
	27.9%	(/.f64 #s(approx (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (.f64 (pow.f64 (log.f64 (/.f64 x y)) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 (log.f64 (/.f64 x y)) x z))
	78.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))
	44.9%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 (/.f64 x y)))))
	44.3%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))
	41.9%	(-.f64 (fma.f64 (neg.f64 x) (log.f64 (neg.f64 y)) (*.f64 (log.f64 (neg.f64 x)) x)) z)
▶	57.5%	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
	50.3%	(-.f64 (/.f64 (.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x) (log.f64 (.f64 y x))) z)
▶	78.7%	(-.f64 (/.f64 x (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64))) z)
✓	78.7%	(-.f64 (*.f64 x (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y))))) z)
✓	57.5%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	50.4%	(-.f64 (.f64 x (.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log.f64 y) (log.f64 (*.f64 y x)) (pow.f64 (log.f64 x) #s(literal 2 binary64))))))) z)
▶	78.5%	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
✓	78.7%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
	69.1%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	32.6%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	45.0%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (log.f64 (/.f64 x y)) x))
	22.4%	#s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
	49.9%	#s(approx (- (* x (- (log x) (log y))) z) (*.f64 (fma.f64 (/.f64 (-.f64 (log.f64 x) (log.f64 y)) z) x #s(literal -1 binary64)) z))
	1.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 (.f64 (neg.f64 z) z) (.f64 z z)) (neg.f64 z)) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (*.f64 #s(literal 0 binary64) (neg.f64 z))))))
	16.7%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 (.f64 (neg.f64 z) z) (neg.f64 z)) (neg.f64 z)) (+.f64 #s(literal 0 binary64) z)))
	1.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal -1 binary64) (pow.f64 (/.f64 #s(literal -1 binary64) z) #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (-.f64 (.f64 #s(literal 0 binary64) (/.f64 #s(literal -1 binary64) z)) (neg.f64 z)) (.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) z))))
	1.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (neg.f64 z) (.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
	14.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (neg.f64 z) (.f64 (neg.f64 z) z))) (.f64 (neg.f64 z) z))))
▶	24.4%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
	21.9%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) z))))
	24.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 z z) z))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z)))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) z)))
	24.4%	#s(approx (- (* x (log (/ x y))) z) (.f64 (.f64 z z) (/.f64 #s(literal -1 binary64) z)))
	44.3%	#s(approx (- (* x (log (/ x y))) z) (.f64 z (.f64 (neg.f64 z) (pow.f64 z #s(literal -1 binary64)))))
✓	44.4%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
	1.3%	#s(approx (- (* x (log (/ x y))) z) (exp.f64 (log.f64 z)))
▶	2.3%	#s(approx (- (* x (log (/ x y))) z) z)

Compiler

Compiled 862 to 696 computations (19.3% saved)

simplify202.0ms (1.8%)

Memory

-32.1MiB live, 114.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 (neg.f64 (log.f64 y)) x)
cost-diff	0	(log.f64 x)
cost-diff	0	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
cost-diff	320	(fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x))
cost-diff	0	(log.f64 (/.f64 y x))
cost-diff	0	(neg.f64 (log.f64 (/.f64 y x)))
cost-diff	0	(*.f64 x (neg.f64 (log.f64 (/.f64 y x))))
cost-diff	128	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
cost-diff	0	(*.f64 (neg.f64 z) z)
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
cost-diff	1024	(/.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z)))
cost-diff	1408	(/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) z)
cost-diff	0	(log.f64 (/.f64 x y))
cost-diff	0	(pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64))
cost-diff	0	(-.f64 (/.f64 x (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64))) z)
cost-diff	6848	(/.f64 x (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	31	157
0	53	153
1	88	145
2	175	129
3	415	129
4	840	129
5	2008	129
6	3034	129
7	4232	129
8	5584	129
9	6356	129
10	6882	129
11	7390	129
12	7742	129
13	7983	129
0	8785	128

Stop Event

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

Calls

Call 1

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

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

localize92.0ms (0.8%)

Memory

16.8MiB live, 127.9MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score
accuracy	0	(log.f64 y)
accuracy	0	(log.f64 x)
accuracy	0.171875	(*.f64 (neg.f64 (log.f64 y)) x)
accuracy	0.3205185627135785	(fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x))
accuracy	0	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
accuracy	0	(neg.f64 (log.f64 (/.f64 y x)))
accuracy	0.15234375	(*.f64 x (neg.f64 (log.f64 (/.f64 y x))))
accuracy	7.574037587107102	(log.f64 (/.f64 y x))
accuracy	0	(neg.f64 z)
accuracy	0.11328125	(/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))
accuracy	17.83771692702268	(/.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z)))
accuracy	21.178022796792966	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
accuracy	36.13680559983269	#s(approx (- (* x (log (/ x y))) z) z)
accuracy	0	(-.f64 (/.f64 x (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64))) z)
accuracy	0.16015625	(pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64))
accuracy	0.19140625	(/.f64 x (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64)))
accuracy	7.990399195873499	(log.f64 (/.f64 x y))

Samples

44.0ms	148×	0	valid
27.0ms	108×	0	invalid

Compiler

Compiled 148 to 30 computations (79.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 54.0ms

ival-log: 20.0ms (37.2% of total)

ival-mult: 11.0ms (20.5% of total)

ival-div: 10.0ms (18.6% of total)

ival-sub: 5.0ms (9.3% of total)

ival-pow: 4.0ms (7.4% of total)

ival-neg: 3.0ms (5.6% of total)

ival-add: 1.0ms (1.9% of total)

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

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

exact: 0.0ms (0% of total)

series425.0ms (3.9%)

Memory

3.0MiB live, 566.5MiB allocated

Counts

19 → 444

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
105.0ms	x	@	0	((/ x (pow (log (/ x y)) -1)) (- (/ x (pow (log (/ x y)) -1)) z) (pow (log (/ x y)) -1) (log (/ x y)) (- (* x (log (/ x y))) z) (/ -1 (/ -1 z)) (/ (* (neg z) z) (/ -1 (/ -1 z))) (- (* x (log (/ x y))) z) (* (neg z) z) (- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (log x) (* (neg (log y)) x) (neg z) (log y))
90.0ms	x	@	-inf	((/ x (pow (log (/ x y)) -1)) (- (/ x (pow (log (/ x y)) -1)) z) (pow (log (/ x y)) -1) (log (/ x y)) (- (* x (log (/ x y))) z) (/ -1 (/ -1 z)) (/ (* (neg z) z) (/ -1 (/ -1 z))) (- (* x (log (/ x y))) z) (* (neg z) z) (- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (log x) (* (neg (log y)) x) (neg z) (log y))
60.0ms	y	@	inf	((/ x (pow (log (/ x y)) -1)) (- (/ x (pow (log (/ x y)) -1)) z) (pow (log (/ x y)) -1) (log (/ x y)) (- (* x (log (/ x y))) z) (/ -1 (/ -1 z)) (/ (* (neg z) z) (/ -1 (/ -1 z))) (- (* x (log (/ x y))) z) (* (neg z) z) (- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (log x) (* (neg (log y)) x) (neg z) (log y))
50.0ms	y	@	0	((/ x (pow (log (/ x y)) -1)) (- (/ x (pow (log (/ x y)) -1)) z) (pow (log (/ x y)) -1) (log (/ x y)) (- (* x (log (/ x y))) z) (/ -1 (/ -1 z)) (/ (* (neg z) z) (/ -1 (/ -1 z))) (- (* x (log (/ x y))) z) (* (neg z) z) (- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (log x) (* (neg (log y)) x) (neg z) (log y))
46.0ms	y	@	-inf	((/ x (pow (log (/ x y)) -1)) (- (/ x (pow (log (/ x y)) -1)) z) (pow (log (/ x y)) -1) (log (/ x y)) (- (* x (log (/ x y))) z) (/ -1 (/ -1 z)) (/ (* (neg z) z) (/ -1 (/ -1 z))) (- (* x (log (/ x y))) z) (* (neg z) z) (- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (log x) (* (neg (log y)) x) (neg z) (log y))

simplify213.0ms (2%)

Memory

2.7MiB live, 314.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	148	3846
1	458	3263
2	1267	3215
3	3306	3191
0	8201	3179

Stop Event

1×	iter limit
1×	node limit

Counts

444 → 432

Calls

Call 1

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

rewrite428.0ms (3.9%)

Memory

-9.8MiB live, 276.1MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	31	132
0	53	131
1	193	111
2	1292	99
0	8596	99

Stop Event

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

Counts

19 → 1 448

Calls

Call 1

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

Outputs
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eval306.0ms (2.8%)

Memory: 34.0MiB live, 553.8MiB allocated
Compiler: Compiled 44 948 to 2 546 computations (94.3% saved)

prune146.0ms (1.3%)

Memory

-27.1MiB live, 202.8MiB allocated

Pruning

39 alts after pruning (34 fresh and 5 done)

	Pruned	Kept	Total
New	1 870	10	1 880
Fresh	4	24	28
Picked	3	2	5
Done	1	3	4
Total	1 878	39	1 917

Accuracy

100.0%

Counts

1 917 → 39

Alt Table

Click to see full alt table

Status	Accuracy	Program
	57.9%	(fma.f64 (.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	57.5%	(fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z)))
	27.9%	(/.f64 #s(approx (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (.f64 (pow.f64 (log.f64 (/.f64 x y)) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 (log.f64 (/.f64 x y)) x z))
	78.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))
	44.9%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 (/.f64 #s(literal 1 binary64) x) (log.f64 (/.f64 x y)))))
	44.3%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))
	41.9%	(-.f64 (fma.f64 (neg.f64 x) (log.f64 (neg.f64 y)) (*.f64 (log.f64 (neg.f64 x)) x)) z)
	78.7%	(-.f64 (/.f64 x (/.f64 #s(literal 1 binary64) (log.f64 (/.f64 x y)))) z)
	57.4%	(-.f64 (*.f64 x (fma.f64 (neg.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y)) (log.f64 x))) z)
✓	57.5%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	50.4%	(-.f64 (.f64 x (.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log.f64 y) (log.f64 (*.f64 y x)) (pow.f64 (log.f64 x) #s(literal 2 binary64))))))) z)
✓	78.7%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
	69.1%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	32.6%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	45.0%	#s(approx (/ (+ (* (neg z) z) (pow (* (log (/ x y)) x) 2)) (+ (* (log (/ x y)) x) z)) (*.f64 (log.f64 (/.f64 x y)) x))
	22.4%	#s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
	49.9%	#s(approx (- (* x (- (log x) (log y))) z) (*.f64 (fma.f64 (/.f64 (-.f64 (log.f64 x) (log.f64 y)) z) x #s(literal -1 binary64)) z))
	44.8%	#s(approx (- (* x (neg (log (/ y x)))) z) (*.f64 (neg.f64 x) (log.f64 (/.f64 y x))))
	1.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 (.f64 (neg.f64 z) z) (.f64 z z)) (neg.f64 z)) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (*.f64 #s(literal 0 binary64) (neg.f64 z))))))
	16.7%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 (.f64 (neg.f64 z) z) (neg.f64 z)) (neg.f64 z)) (+.f64 #s(literal 0 binary64) z)))
	24.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 z (/.f64 #s(literal -1 binary64) z)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
	24.4%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (*.f64 z z))) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
	1.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal -1 binary64) (pow.f64 (/.f64 #s(literal -1 binary64) z) #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z))))))
	24.4%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal -1 binary64) z) (/.f64 #s(literal 1 binary64) (*.f64 z z))))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (-.f64 (.f64 #s(literal 0 binary64) (/.f64 #s(literal -1 binary64) z)) (neg.f64 z)) (.f64 (neg.f64 z) (/.f64 #s(literal -1 binary64) z))))
	1.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (neg.f64 z) (.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
	24.4%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (.f64 (/.f64 #s(literal -1 binary64) z) (*.f64 z z)) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
	14.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (neg.f64 z) (.f64 (neg.f64 z) z))) (.f64 (neg.f64 z) z))))
✓	24.4%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z))))
	21.9%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (/.f64 #s(literal -1 binary64) z) (*.f64 (neg.f64 z) z))))
	24.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 z z) z))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) z)))
	24.4%	#s(approx (- (* x (log (/ x y))) z) (.f64 (/.f64 #s(literal -1 binary64) z) (.f64 z z)))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) z)))
	44.3%	#s(approx (- (* x (log (/ x y))) z) (.f64 z (.f64 (neg.f64 z) (pow.f64 z #s(literal -1 binary64)))))
✓	44.4%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
	1.3%	#s(approx (- (* x (log (/ x y))) z) (exp.f64 (log.f64 z)))
✓	2.3%	#s(approx (- (* x (log (/ x y))) z) z)

Compiler

Compiled 1 352 to 634 computations (53.1% saved)

regimes109.0ms (1%)

Memory

8.0MiB live, 204.3MiB allocated

Counts

65 → 2

Calls

Call 1

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

Outputs
(-.f64 (fma.f64 (neg.f64 x) (log.f64 (neg.f64 y)) (*.f64 (log.f64 (neg.f64 x)) x)) z)
(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)

Calls

5 calls:

25.0ms	x
20.0ms	(*.f64 x (log.f64 (/.f64 x y)))
20.0ms	z
20.0ms	y
20.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Results

Accuracy	Segments	Branch
99.5%	2	`x`
99.5%	2	`y`
81.2%	2	`z`
91.0%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
91.0%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes32.0ms (0.3%)

Memory

-15.5MiB live, 59.3MiB allocated

Counts

44 → 2

Calls

Call 1

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

Outputs
(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)

Calls

2 calls:

15.0ms	y
13.0ms	x

Results

Accuracy	Segments	Branch
99.5%	2	`x`
99.5%	2	`y`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes31.0ms (0.3%)

Memory

33.3MiB live, 68.7MiB allocated

Counts

43 → 2

Calls

Call 1

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

Outputs
(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
(fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z)))

Calls

2 calls:

16.0ms	x
12.0ms	y

Results

Accuracy	Segments	Branch
99.4%	2	`x`
99.4%	2	`y`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes35.0ms (0.3%)

Memory

-30.0MiB live, 91.5MiB allocated

Counts

42 → 4

Calls

Call 1

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

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

Calls

2 calls:

19.0ms	y
14.0ms	x

Results

Accuracy	Segments	Branch
95.7%	4	`x`
92.7%	3	`y`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes14.0ms (0.1%)

Memory

31.9MiB live, 31.9MiB allocated

Counts

41 → 4

Calls

Call 1

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

Outputs
#s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)

Calls

1 calls:

12.0ms

Results

Accuracy	Segments	Branch
95.7%	4	`x`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes188.0ms (1.7%)

Memory

-52.3MiB live, 46.5MiB allocated

Counts

40 → 3

Calls

Call 1

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

Outputs
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)

Calls

2 calls:

169.0ms	x
17.0ms	y

Results

Accuracy	Segments	Branch
90.5%	2	`y`
92.4%	3	`x`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes51.0ms (0.5%)

Memory

4.2MiB live, 81.0MiB allocated

Counts

39 → 3

Calls

Call 1

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

Outputs
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))

Calls

4 calls:

13.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
13.0ms	(*.f64 x (log.f64 (/.f64 x y)))
11.0ms	x
11.0ms	y

Results

Accuracy	Segments	Branch
88.7%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
88.7%	3	`(*.f64 x (log.f64 (/.f64 x y)))`
78.7%	1	`y`
87.0%	4	`x`

Compiler

Compiled 16 to 19 computations (-18.8% saved)

regimes24.0ms (0.2%)

Memory

20.6MiB live, 59.7MiB allocated

Counts

37 → 3

Calls

Call 1

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

Outputs
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Calls

2 calls:

12.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
10.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
88.3%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
88.3%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 14 to 13 computations (7.1% saved)

regimes46.0ms (0.4%)

Memory

1.6MiB live, 84.3MiB allocated

Counts

27 → 3

Calls

Call 1

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

Outputs
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Calls

5 calls:

10.0ms	(*.f64 x (log.f64 (/.f64 x y)))
9.0ms	z
8.0ms	y
8.0ms	x
8.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Results

Accuracy	Segments	Branch
50.0%	2	`y`
73.9%	3	`z`
66.9%	3	`x`
58.3%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
68.0%	5	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes45.0ms (0.4%)

Memory

-13.3MiB live, 62.4MiB allocated

Counts

24 → 1

Calls

Call 1

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

Outputs
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Calls

5 calls:

14.0ms	y
9.0ms	z
7.0ms	x
7.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
7.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
44.4%	1	`y`
44.4%	1	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
44.4%	1	`(*.f64 x (log.f64 (/.f64 x y)))`
44.4%	1	`x`
44.4%	1	`z`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes7.0ms (0.1%)

Memory

14.3MiB live, 14.3MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (- (* x (log (/ x y))) z) z)

Outputs
#s(approx (- (* x (log (/ x y))) z) z)

Calls

5 calls:

1.0ms	y
1.0ms	x
1.0ms	z
1.0ms	(*.f64 x (log.f64 (/.f64 x y)))
1.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Results

Accuracy	Segments	Branch
2.3%	1	`x`
2.3%	1	`z`
2.3%	1	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
2.3%	1	`(*.f64 x (log.f64 (/.f64 x y)))`
2.3%	1	`y`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

bsearch55.0ms (0.5%)

Memory

-11.5MiB live, 30.1MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
52.0ms	-9.658688731676278e-306	1.377049032379685e-304

Samples

34.0ms	189×	0	invalid
9.0ms	144×	0	valid

Compiler

Compiled 227 to 202 computations (11% saved)

Precisions

Click to see histograms. Total time spent on operations: 10.0ms

ival-div: 3.0ms (30% of total)

ival-log: 3.0ms (30% of total)

ival-sub: 2.0ms (20% of total)

ival-mult: 2.0ms (20% of total)

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

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

bsearch1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-9.658688731676278e-306	1.377049032379685e-304

Compiler

Compiled 209 to 202 computations (3.3% saved)

bsearch1.0ms (0%)

Memory

1.8MiB live, 1.8MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-9.658688731676278e-306	1.377049032379685e-304

Compiler

Compiled 200 to 193 computations (3.5% saved)

bsearch101.0ms (0.9%)

Memory

19.5MiB live, 127.2MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	predicate-same
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
2.0ms	-5.067722994661347e-301	9.443290151811771e-295
33.0ms	-1.314531508237635e-166	-9.889469049019301e-170
60.0ms	-6.887202824889478e+129	-1.2038279154297728e+104

Samples

29.0ms	470×	0	invalid
21.0ms	320×	0	valid

Compiler

Compiled 310 to 349 computations (-12.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 27.0ms

ival-log: 10.0ms (36.6% of total)

ival-div: 7.0ms (25.6% of total)

ival-mult: 5.0ms (18.3% of total)

ival-sub: 4.0ms (14.6% of total)

ival-true: 1.0ms (3.7% of total)

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

bsearch2.0ms (0%)

Memory

5.2MiB live, 5.2MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	predicate-same
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	-5.067722994661347e-301	9.443290151811771e-295
1.0ms	-1.314531508237635e-166	-9.889469049019301e-170
1.0ms	-6.887202824889478e+129	-1.2038279154297728e+104

Compiler

Compiled 309 to 349 computations (-12.9% saved)

bsearch1.0ms (0%)

Memory

2.6MiB live, 2.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	predicate-same
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	-5.067722994661347e-301	9.443290151811771e-295
1.0ms	-1.314531508237635e-166	-9.889469049019301e-170

Compiler

Compiled 111 to 140 computations (-26.1% saved)

bsearch1.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.8132557415345845e+303	1.0886245219832084e+305
0.0ms	-inf	-1.2740292529500448e+300

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch1.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	5.882658157511583e+305	+inf
0.0ms	-inf	-1.2740292529500448e+300

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch35.0ms (0.3%)

Memory

-25.7MiB live, 24.2MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
11.0ms	0.24733032278833625	10.515544452996746
22.0ms	-5.898351284556709e+20	-2065952.4600686121

Samples

16.0ms

272×

valid

Compiler

Compiled 181 to 251 computations (-38.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-log: 3.0ms (32.8% of total)

ival-div: 2.0ms (21.8% of total)

ival-mult: 2.0ms (21.8% of total)

ival-sub: 1.0ms (10.9% of total)

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

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

simplify43.0ms (0.4%)

Memory

15.5MiB live, 54.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	82	405
1	111	405
2	135	405
3	146	405
4	148	405

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (fma.f64 (neg.f64 x) (log.f64 (neg.f64 y)) (.f64 (log.f64 (neg.f64 x)) x)) z) (-.f64 (fma.f64 (log.f64 x) x (.f64 (neg.f64 (log.f64 y)) x)) z))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (-.f64 (fma.f64 (log.f64 x) x (.f64 (neg.f64 (log.f64 y)) x)) z))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z))))
(if (<=.f64 x #s(literal -800000000000000012447532903573474419414561117536849146695816464344667024931804562611988311932037958140965024694272000 binary64)) #s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z))))))
(if (<=.f64 x #s(literal -800000000000000012447532903573474419414561117536849146695816464344667024931804562611988311932037958140965024694272000 binary64)) #s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))))
(if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)))
(if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal -inf.0 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal 2000000000000000000323530153572912876425337292463318876590990034202234998451477495730520486068427830507559547136360674832054891641135558399286783083212052137222301492244569952354513300088401054553614654135380924225322855000394102452979796521357526782898752177094584641628255914972661310937838244526555136 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) #s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))))
(if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal -inf.0 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal 1000000000000000017216064596736454828831087825013238982328892017892380671244575047987920451875459594568606138861698291060311049225532948520696938805711440650122628514669428460356992624968028329550689224175284346730060716088829214255439694630119794546505512415617982143262670862918816362862119154749127262208 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 z #s(literal -9500000000 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 1 binary64)) #s(approx (- (* x (log (/ x y))) z) (.f64 (log.f64 (/.f64 x y)) x)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z))))
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
#s(approx (- (* x (log (/ x y))) z) z)

Outputs
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (fma.f64 (neg.f64 x) (log.f64 (neg.f64 y)) (.f64 (log.f64 (neg.f64 x)) x)) z) (-.f64 (fma.f64 (log.f64 x) x (.f64 (neg.f64 (log.f64 y)) x)) z))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (-.f64 (fma.f64 (log.f64 x) x (.f64 (neg.f64 (log.f64 y)) x)) z))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x) z) (-.f64 (fma.f64 (log.f64 x) x (.f64 (neg.f64 (log.f64 y)) x)) z))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z))))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x) z) (fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z))))
(if (<=.f64 x #s(literal -800000000000000012447532903573474419414561117536849146695816464344667024931804562611988311932037958140965024694272000 binary64)) #s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z))))))
(if (<=.f64 x #s(literal -800000000000000012447532903573474419414561117536849146695816464344667024931804562611988311932037958140965024694272000 binary64)) #s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 (log.f64 (/.f64 x y)) x) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (fma.f64 (log.f64 x) x (neg.f64 (fma.f64 (log.f64 y) x z))))))
(if (<=.f64 x #s(literal -800000000000000012447532903573474419414561117536849146695816464344667024931804562611988311932037958140965024694272000 binary64)) #s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))))
(if (<=.f64 x #s(literal -800000000000000012447532903573474419414561117536849146695816464344667024931804562611988311932037958140965024694272000 binary64)) #s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 (log.f64 (/.f64 x y)) x) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (-.f64 (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x) z))))
(if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)))
(if (<=.f64 x #s(literal -3569247311728675/16996415770136547158066822609678996074546979767265021542382212422412913915547271767653200072487337141404458543559888032491090538804886631661104639320530795262202600666732583009015300096 binary64)) (-.f64 (.f64 (log.f64 (/.f64 x y)) x) z) (if (<=.f64 x #s(literal -6032057205060441/12064114410120881697684249086315471354100504503497011563593230129923244688987454586741947156276531487416450850028801674329627080999958126358211839195533902044386710183415792069701368078118158360793576698212191168580174892152827542937880954483101341506291035205862448784848059094859987648259778470316291228729945882624 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (-.f64 (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x) z)))
(if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal -inf.0 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal 2000000000000000000323530153572912876425337292463318876590990034202234998451477495730520486068427830507559547136360674832054891641135558399286783083212052137222301492244569952354513300088401054553614654135380924225322855000394102452979796521357526782898752177094584641628255914972661310937838244526555136 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) #s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))))
(if (<=.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal -inf.0 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2000000000000000000323530153572912876425337292463318876590990034202234998451477495730520486068427830507559547136360674832054891641135558399286783083212052137222301492244569952354513300088401054553614654135380924225322855000394102452979796521357526782898752177094584641628255914972661310937838244526555136 binary64)) (-.f64 (.f64 (log.f64 (/.f64 x y)) x) z) #s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))))
(if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal -inf.0 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 (.f64 x (log.f64 (/.f64 x y))) #s(literal 1000000000000000017216064596736454828831087825013238982328892017892380671244575047987920451875459594568606138861698291060311049225532948520696938805711440650122628514669428460356992624968028329550689224175284346730060716088829214255439694630119794546505512415617982143262670862918816362862119154749127262208 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal -inf.0 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 1000000000000000017216064596736454828831087825013238982328892017892380671244575047987920451875459594568606138861698291060311049225532948520696938805711440650122628514669428460356992624968028329550689224175284346730060716088829214255439694630119794546505512415617982143262670862918816362862119154749127262208 binary64)) (-.f64 (.f64 (log.f64 (/.f64 x y)) x) z) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 z #s(literal -9500000000 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 1 binary64)) #s(approx (- (* x (log (/ x y))) z) (.f64 (log.f64 (/.f64 x y)) x)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z))))
#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
#s(approx (- (* x (log (/ x y))) z) z)

soundness1.8s (16.1%)

Memory

-10.0MiB live, 762.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	31	132
0	53	131
1	193	111
2	1292	99
0	8596	99
0	54	775
1	154	719
2	424	719
3	1132	719
4	2897	719
5	4858	719
6	5921	719
7	6565	719
8	6831	719
9	6911	719
10	7952	719
0	8339	719
0	114	3831
1	300	3671
2	788	3671
3	2246	3671
4	5573	3655
0	8158	3655
0	39	200
0	68	189
1	257	181
2	1524	181
0	8552	181
0	41	213
0	71	131
1	300	109
2	2014	109
0	8457	109
0	7	21
0	11	21
1	38	21
2	230	21
3	2061	21
0	8395	21

Stop Event

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

Compiler

Compiled 712 to 397 computations (44.2% saved)

preprocess119.0ms (1.1%)

Memory: -25.4MiB live, 90.5MiB allocated
Compiler: Compiled 632 to 180 computations (71.5% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	7	24
0	11	24
1	14	24
2	19	24
3	25	24
4	39	24
5	60	24
6	111	24
7	172	24
8	243	24
9	293	24
10	376	24
11	416	24
12	505	24
13	527	24
14	541	24
15	587	24
16	591	24
0	591	24

Iter	Nodes	Cost
0	7	24
0	11	24
1	14	24
2	19	24
3	25	24
4	39	24
5	60	24
6	111	24
7	172	24
8	243	24
9	293	24
10	376	24
11	416	24
12	505	24
13	527	24
14	541	24
15	587	24
16	591	24
0	591	24

start0.0ms (0%)

analyze71.0ms (0.7%)

sample1.0s (9.5%)

explain146.0ms (1.3%)

preprocess79.0ms (0.7%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify21.0ms (0.2%)

localize23.0ms (0.2%)

series157.0ms (1.4%)

simplify215.0ms (2%)

rewrite364.0ms (3.3%)

eval244.0ms (2.2%)

prune24.0ms (0.2%)

simplify145.0ms (1.3%)

localize167.0ms (1.5%)

series1.0s (9.2%)

simplify218.0ms (2%)

rewrite286.0ms (2.6%)

eval360.0ms (3.3%)

prune85.0ms (0.8%)

simplify123.0ms (1.1%)

localize126.0ms (1.2%)

series317.0ms (2.9%)

simplify150.0ms (1.4%)

rewrite319.0ms (2.9%)

eval539.0ms (4.9%)

prune178.0ms (1.6%)

simplify202.0ms (1.8%)

localize92.0ms (0.8%)

series425.0ms (3.9%)

simplify213.0ms (2%)

rewrite428.0ms (3.9%)

eval306.0ms (2.8%)

prune146.0ms (1.3%)

regimes109.0ms (1%)

regimes32.0ms (0.3%)

regimes31.0ms (0.3%)

regimes35.0ms (0.3%)

regimes14.0ms (0.1%)

regimes188.0ms (1.7%)

regimes51.0ms (0.5%)

regimes24.0ms (0.2%)

regimes46.0ms (0.4%)

regimes45.0ms (0.4%)

regimes7.0ms (0.1%)

bsearch55.0ms (0.5%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch101.0ms (0.9%)

bsearch2.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch35.0ms (0.3%)

simplify43.0ms (0.4%)

soundness1.8s (16.1%)

preprocess119.0ms (1.1%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	7	24
0	11	24
1	14	24
2	19	24
3	25	24
4	39	24
5	60	24
6	111	24
7	172	24
8	243	24
9	293	24
10	376	24
11	416	24
12	505	24
13	527	24
14	541	24
15	587	24
16	591	24
0	591	24