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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze87.0ms (0.9%)

Memory

-40.3MiB live, 85.2MiB 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)

sample1.2s (12%)

Memory

53.4MiB live, 1 233.9MiB allocated

Samples

839.0ms	8 256×	0	valid
31.0ms	491×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 495.0ms

ival-log: 195.0ms (39.4% of total)

ival-div: 102.0ms (20.6% of total)

ival-mult: 100.0ms (20.2% of total)

ival-sub: 86.0ms (17.4% of total)

ival-true: 7.0ms (1.4% of total)

ival-assert: 4.0ms (0.8% of total)

Bogosity

explain147.0ms (1.5%)

Memory

-3.8MiB live, 124.6MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
53	-	1	(-1.1933439255415572e-258 -1.4328985439975044e+61 4.445257878737194e-250)	`(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	28	0
↳	`(/.f64 x y)`	overflow	28
`log.f64`	`(log.f64 (/.f64 x y))`	uflow-rescue	4	0
↳	`(/.f64 x y)`	underflow	24

Confusion

	Predicted +	Predicted -
+	32	21
-	0	203

Precision

1.0

Recall

0.6037735849056604

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	32	0	21
-	0	0	203

Precision?

1.0

Recall?

0.6037735849056604

Freqs

test

number	freq
0	224
1	32

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

45.0ms

512×

valid

Compiler

Compiled 84 to 32 computations (61.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 21.0ms

ival-log: 9.0ms (43% of total)

ival-div: 5.0ms (23.9% of total)

ival-mult: 4.0ms (19.1% of total)

ival-sub: 3.0ms (14.3% of total)

ival-true: 1.0ms (4.8% of total)

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

preprocess101.0ms (1%)

Memory

3.0MiB live, 78.5MiB 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: 0.5MiB live, 0.5MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	80.3%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Compiler

Compiled 8 to 7 computations (12.5% saved)

simplify32.0ms (0.3%)

Memory

-20.9MiB live, 21.3MiB 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

localize44.0ms (0.4%)

Memory

0.4MiB live, 38.2MiB 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	0.28515625	(*.f64 x (log.f64 (/.f64 x y)))
accuracy	12.69923850256642	(log.f64 (/.f64 x y))

Samples

38.0ms

256×

valid

Compiler

Compiled 50 to 16 computations (68% saved)

Precisions

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

ival-log: 4.0ms (39.4% of total)

ival-div: 2.0ms (19.7% of total)

ival-mult: 2.0ms (19.7% of total)

ival-sub: 1.0ms (9.8% of total)

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

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

series146.0ms (1.5%)

Memory

14.3MiB live, 234.0MiB 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
35.0ms	x	@	-inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
30.0ms	y	@	0	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
30.0ms	y	@	-inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
24.0ms	x	@	0	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
10.0ms	x	@	inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))

simplify264.0ms (2.7%)

Memory

13.2MiB live, 285.6MiB 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)

rewrite256.0ms (2.6%)

Memory

8.6MiB live, 285.9MiB 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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eval456.0ms (4.6%)

Memory: 14.0MiB live, 90.1MiB allocated
Compiler: Compiled 12 069 to 1 177 computations (90.2% saved)

prune53.0ms (0.5%)

Memory

-29.5MiB live, 53.8MiB allocated

Pruning

17 alts after pruning (17 fresh and 0 done)

	Pruned	Kept	Total
New	400	17	417
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	401	17	418

Accuracy

100.0%

Counts

418 → 17

Alt Table

Click to see full alt table

Status	Accuracy	Program
	46.4%	(fma.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (/.f64 (.f64 x 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))))
▶	58.4%	(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))))
	46.5%	(fma.f64 (.f64 (.f64 x x) (log.f64 (/.f64 x y))) (/.f64 (log.f64 (/.f64 x y)) (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (*.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	80.3%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	46.8%	(/.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))
▶	80.2%	(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)))
	48.9%	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
	49.0%	(-.f64 (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)) z)
	49.2%	(-.f64 (*.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (-.f64 (log.f64 x) (neg.f64 (log.f64 y))))) z)
	50.2%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
▶	49.3%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
▶	80.7%	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
	46.7%	(.f64 (fma.f64 (neg.f64 z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) #s(literal -1 binary64)))
	79.0%	(.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) (.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) #s(literal -1 binary64))))
	24.3%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	40.8%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
▶	51.6%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 542 to 360 computations (33.6% saved)

simplify489.0ms (4.9%)

Memory

-41.8MiB live, 196.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(log.f64 (/.f64 y x))
cost-diff	0	(pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64))
cost-diff	0	(*.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) x)
cost-diff	8192	(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))))
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)))
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 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)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	221
0	61	217
1	98	217
2	173	217
3	351	217
4	670	217
5	1248	217
6	2600	212
7	3217	211
8	3420	211
9	3554	211
10	3638	211
11	3649	209
12	4004	209
13	4648	209
14	4874	209
15	5197	209
16	5322	209
17	5326	209
18	5326	209
19	5326	209
20	5766	209
21	6567	209
22	7966	209
0	8171	208

Stop Event

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

Calls

Call 1

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

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

localize106.0ms (1.1%)

Memory

33.0MiB live, 153.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.7057480698633523	(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))))
accuracy	7.797274240070972	(log.f64 (/.f64 y x))
accuracy	7.990381452576293	(log.f64 (/.f64 x y))
accuracy	8.47140226103208	(/.f64 (*.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))
accuracy	0.0703125	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
accuracy	0.09765625	(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)))
accuracy	0.27247750857211617	(pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64))
accuracy	7.990381452576293	(log.f64 (/.f64 x y))
accuracy	0	(log.f64 x)
accuracy	0.0078125	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
accuracy	0.12890625	(*.f64 x (-.f64 (log.f64 x) (log.f64 y)))
accuracy	0.25690758218053467	(-.f64 (log.f64 x) (log.f64 y))
accuracy	0	(neg.f64 z)
accuracy	15.674584042445488	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
accuracy	0	(neg.f64 (log.f64 (/.f64 y x)))
accuracy	0.0078125	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
accuracy	0.12890625	(*.f64 x (neg.f64 (log.f64 (/.f64 y x))))
accuracy	7.797274240070972	(log.f64 (/.f64 y x))

Samples

44.0ms	127×	0	valid
37.0ms	129×	0	invalid

Compiler

Compiled 443 to 67 computations (84.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 59.0ms

ival-log: 18.0ms (30.3% of total)

ival-mult: 11.0ms (18.5% of total)

ival-div: 9.0ms (15.1% of total)

ival-sub: 6.0ms (10.1% of total)

ival-pow: 4.0ms (6.7% of total)

ival-add: 3.0ms (5% of total)

ival-neg: 3.0ms (5% of total)

ival-pow2: 3.0ms (5% of total)

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

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

exact: 0.0ms (0% of total)

series450.0ms (4.5%)

Memory

0.1MiB live, 579.5MiB allocated

Counts

18 → 504

Calls

Call 1

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

Outputs
#s(alt (* -1 (* x (log (/ y x)))) (taylor 0 z) (#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 (+ (* -1 z) (* -1 (* x (log (/ y x))))) (taylor 0 z) (#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 (+ (* -1 z) (* -1 (* x (log (/ y x))))) (taylor 0 z) (#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 (+ (* -1 z) (* -1 (* x (log (/ y x))))) (taylor 0 z) (#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 (* 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 #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 (pow (log (/ y x)) 2)) (log (/ x y))) (taylor 0 z) (#s(alt (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)))) (patch (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)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (/ (* z (pow (log (/ y x)) 2)) (pow (log (/ x y)) 2))) (/ (* x (pow (log (/ y x)) 2)) (log (/ x y)))) (taylor 0 z) (#s(alt (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)))) (patch (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)))) #<representation binary64>) () ())) ())
#s(alt (+ (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (/ y x)) 2) (* x (pow (log (/ x y)) 3)))) (/ 1 (* x (log (/ x y))))))) (/ (pow (log (/ y x)) 2) (pow (log (/ x y)) 2)))) (/ (* x (pow (log (/ y x)) 2)) (log (/ x y)))) (taylor 0 z) (#s(alt (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)))) (patch (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)))) #<representation binary64>) () ())) ())
#s(alt (+ (* z (- (* z (- (* z (- (/ 1 (* (pow x 2) (pow (log (/ x y)) 2))) (/ (pow (log (/ y x)) 2) (* (pow x 2) (pow (log (/ x y)) 4))))) (+ (* -1 (/ (pow (log (/ y x)) 2) (* x (pow (log (/ x y)) 3)))) (/ 1 (* x (log (/ x y))))))) (/ (pow (log (/ y x)) 2) (pow (log (/ x y)) 2)))) (/ (* x (pow (log (/ y x)) 2)) (log (/ x y)))) (taylor 0 z) (#s(alt (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)))) (patch (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)))) #<representation binary64>) () ())) ())
#s(alt (/ (pow z 2) (* x (log (/ x y)))) (taylor 0 z) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (+ (* -1 (/ z (* (pow x 2) (pow (log (/ x y)) 2)))) (/ 1 (* x (log (/ x y)))))) (taylor 0 z) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (+ (* z (- (/ z (* (pow x 3) (pow (log (/ x y)) 3))) (/ 1 (* (pow x 2) (pow (log (/ x y)) 2))))) (/ 1 (* x (log (/ x y)))))) (taylor 0 z) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (+ (* z (- (* z (+ (* -1 (/ z (* (pow x 4) (pow (log (/ x y)) 4)))) (/ 1 (* (pow x 3) (pow (log (/ x y)) 3))))) (/ 1 (* (pow x 2) (pow (log (/ x y)) 2))))) (/ 1 (* x (log (/ x y)))))) (taylor 0 z) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#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 (* z (- (* -1 (/ (* x (log (/ y x))) z)) 1)) (taylor inf z) (#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 (* z (- (* -1 (/ (* x (log (/ y x))) z)) 1)) (taylor inf z) (#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 (* z (- (* -1 (/ (* x (log (/ y x))) z)) 1)) (taylor inf z) (#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 (* -1 z) (taylor inf 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 (* z (- (/ (* x (log (/ x y))) z) 1)) (taylor inf 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 (* z (- (/ (* x (log (/ x y))) z) 1)) (taylor inf 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 (* z (- (/ (* x (log (/ x y))) z) 1)) (taylor inf 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 inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf 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>) () ())) ())
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#s(alt (pow (+ (log (* -1 y)) (log (/ -1 x))) 2) (taylor -inf x) (#s(alt (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (patch (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (pow (+ (log (* -1 y)) (log (/ -1 x))) 2) (taylor -inf x) (#s(alt (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (patch (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (pow (+ (log (* -1 y)) (log (/ -1 x))) 2) (taylor -inf x) (#s(alt (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (patch (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (pow (+ (log (* -1 y)) (log (/ -1 x))) 2) (taylor -inf x) (#s(alt (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (patch (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (/ (pow z 2) (* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))) (taylor -inf x) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (+ (* -1 (/ (pow z 2) (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))) (/ (pow z 3) (* x (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 2)))) x)) (taylor -inf x) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (+ (* -1 (/ (- (/ (pow z 4) (* x (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 3))) (/ (pow z 3) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 2))) x)) (* -1 (/ (pow z 2) (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) x)) (taylor -inf x) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (pow z 5) (* x (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 4))) (/ (pow z 4) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 3))) x)) (/ (pow z 3) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 2))) x)) (* -1 (/ (pow z 2) (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) x)) (taylor -inf x) (#s(alt (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) (patch (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)) #<representation binary64>) () ())) ())

Calls

9 calls:

Time	Variable		Point	Expression
97.0ms	y	@	-inf	((- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ 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)) (+ (* (* (pow (log (/ y x)) 2) x) (/ x (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* (pow (log (/ y x)) 2) x) (pow (log (/ y x)) 2) (/ (* z z) (+ (* (log (/ x y)) x) z)))
77.0ms	y	@	0	((- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ 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)) (+ (* (* (pow (log (/ y x)) 2) x) (/ x (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* (pow (log (/ y x)) 2) x) (pow (log (/ y x)) 2) (/ (* z z) (+ (* (log (/ x y)) x) z)))
75.0ms	x	@	0	((- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ 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)) (+ (* (* (pow (log (/ y x)) 2) x) (/ x (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* (pow (log (/ y x)) 2) x) (pow (log (/ y x)) 2) (/ (* z z) (+ (* (log (/ x y)) x) z)))
62.0ms	x	@	-inf	((- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ 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)) (+ (* (* (pow (log (/ y x)) 2) x) (/ x (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* (pow (log (/ y x)) 2) x) (pow (log (/ y x)) 2) (/ (* z z) (+ (* (log (/ x y)) x) z)))
37.0ms	y	@	inf	((- (* x (neg (log (/ y x)))) z) (* x (neg (log (/ y x)))) (neg (log (/ y x))) (log (/ y x)) (- (* x (log (/ x y))) z) (neg z) (- (* x (- (log x) (log y))) z) (* x (- (log x) (log y))) (- (log x) (log y)) (log x) (/ 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)) (+ (* (* (pow (log (/ y x)) 2) x) (/ x (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* (pow (log (/ y x)) 2) x) (pow (log (/ y x)) 2) (/ (* z z) (+ (* (log (/ x y)) x) z)))

simplify246.0ms (2.5%)

Memory

5.5MiB live, 234.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	554	6933
1	1747	6568
2	6256	6316
0	8505	6199

Stop Event

1×	iter limit
1×	node limit

Counts

504 → 501

Calls

Call 1

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

rewrite258.0ms (2.6%)

Memory

22.7MiB live, 377.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	150
0	61	118
1	229	118
2	1265	118
0	8716	118

Stop Event

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

Counts

18 → 2 580

Calls

Call 1

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

Outputs
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eval832.0ms (8.4%)

Memory: -116.4MiB live, 902.3MiB allocated
Compiler: Compiled 138 397 to 4 381 computations (96.8% saved)

prune134.0ms (1.4%)

Memory

-30.6MiB live, 249.4MiB allocated

Pruning

26 alts after pruning (23 fresh and 3 done)

	Pruned	Kept	Total
New	3 319	18	3 337
Fresh	7	5	12
Picked	2	3	5
Done	0	0	0
Total	3 328	26	3 354

Accuracy

100.0%

Counts

3 354 → 26

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	58.4%	(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))))
	58.6%	(fma.f64 (.f64 (.f64 (log.f64 (/.f64 y x)) x) (log.f64 (/.f64 y 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))))
▶	80.3%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	43.4%	(pow.f64 (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1/2 binary64)) #s(literal -2 binary64))
▶	43.1%	(pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64))
	46.8%	(/.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))
	80.2%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))
	24.6%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 (/.f64 #s(literal 1 binary64) x) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 (/.f64 #s(literal -1 binary64) x))))))
	40.7%	(/.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)))))
	49.2%	(/.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 x) (log.f64 y)) x (neg.f64 z)))))
	51.5%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))
	48.9%	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
	49.0%	(-.f64 (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)) z)
	50.1%	(-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 3 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 3 binary64))) (fma.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 x)) (fma.f64 (log.f64 (neg.f64 y)) (log.f64 (neg.f64 y)) (.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))))))) z)
	50.2%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
✓	49.3%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	72.1%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	42.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (-.f64 (log.f64 x) (/.f64 z x)) (log.f64 y)) x))
▶	24.3%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	40.8%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (log.f64 (/.f64 x y)) x))
	41.1%	#s(approx (- (* x (neg (log (/ y x)))) z) (*.f64 (neg.f64 x) (log.f64 (/.f64 y x))))
▶	17.8%	#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) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))))
▶	29.6%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
	17.7%	#s(approx (- (* x (log (/ x y))) z) (.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z))))))
	29.5%	#s(approx (- (* x (log (/ x y))) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z))))
✓	51.6%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 668 to 517 computations (22.6% saved)

simplify140.0ms (1.4%)

Memory

19.2MiB live, 131.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
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	(sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)))
cost-diff	7104	(pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64))
cost-diff	0	(log.f64 x)
cost-diff	0	(-.f64 (log.f64 x) (log.f64 y))
cost-diff	0	(*.f64 (-.f64 (log.f64 x) (log.f64 y)) x)
cost-diff	0	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
cost-diff	64	(-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64)))
cost-diff	192	(+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))
cost-diff	320	(*.f64 #s(literal 0 binary64) z)
cost-diff	7488	(/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) 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	(neg.f64 z)
cost-diff	0	(/.f64 x y)
cost-diff	0	(log.f64 (/.f64 x y))
cost-diff	0	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	39	200
0	60	156
1	102	148
2	185	144
3	312	144
4	722	144
5	2644	144
6	4519	144
7	7160	144
0	8173	144

Stop Event

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

Calls

Call 1

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

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

localize126.0ms (1.3%)

Memory

22.1MiB live, 249.5MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.05859375	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
accuracy	0.17416000976844204	(pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64))
accuracy	0.2773267744528608	(sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)))
accuracy	6.537584146456732	(log.f64 (/.f64 x y))
accuracy	0	(log.f64 x)
accuracy	0.08984375	(*.f64 (-.f64 (log.f64 x) (log.f64 y)) x)
accuracy	0.17619751148611282	(-.f64 (log.f64 x) (log.f64 y))
accuracy	9.767728428257662	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
accuracy	0	(+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))
accuracy	0	(*.f64 #s(literal 0 binary64) z)
accuracy	11.389476137674258	#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) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))))
accuracy	13.987340145983985	(/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z))))
accuracy	0	(*.f64 (neg.f64 z) z)
accuracy	0	(neg.f64 z)
accuracy	10.027150975031134	(/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))
accuracy	11.389476137674258	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
accuracy	0	(/.f64 x y)
accuracy	0	(neg.f64 z)
accuracy	0.05859375	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
accuracy	6.537584146456732	(log.f64 (/.f64 x y))

Samples

50.0ms	172×	0	invalid
43.0ms	84×	0	valid

Compiler

Compiled 350 to 63 computations (82% saved)

Precisions

Click to see histograms. Total time spent on operations: 70.0ms

ival-log: 21.0ms (30% of total)

ival-mult: 15.0ms (21.4% of total)

ival-pow: 11.0ms (15.7% of total)

ival-div: 7.0ms (10% of total)

ival-add: 7.0ms (10% of total)

ival-sub: 3.0ms (4.3% of total)

ival-sqrt: 2.0ms (2.9% of total)

ival-pow2: 2.0ms (2.9% of total)

exact: 1.0ms (1.4% of total)

ival-neg: 1.0ms (1.4% of total)

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

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

series408.0ms (4.1%)

Memory

-27.8MiB live, 428.0MiB allocated

Counts

19 → 420

Calls

Call 1

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

Outputs
#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 (* -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 (* -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 (* -1 z) (taylor 0 z) (#s(alt (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) (patch (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) (patch (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) (patch (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) (patch (/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) z) (patch (.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) z) (patch (.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) z) (patch (.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt 0 (taylor 0 z) (#s(alt (.f64 #s(literal 0 binary64) z) (patch (.f64 #s(literal 0 binary64) z) #<representation binary64>) () ())) ())
#s(alt (pow z 2) (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z))) (patch (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())) ())
#s(alt (pow z 2) (taylor 0 z) (#s(alt (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z))) (patch (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z))) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#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 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#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 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#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 (* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (taylor -inf x) (#s(alt #s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (.f64 (-.f64 (log.f64 x) (log.f64 y)) x)) (patch #s(approx (/ 1 (pow (+ ( (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (.f64 (-.f64 (log.f64 x) (log.f64 y)) x)) (patch #s(approx (/ 1 (pow (+ ( (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x)) #<representation binary64>) () ())) ())
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#s(alt (* x (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y))) (taylor -inf x) (#s(alt (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) (patch (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt (* x (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y))) (taylor -inf x) (#s(alt (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) (patch (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt (* x (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y))) (taylor -inf x) (#s(alt (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) (patch (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt (* x (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y))) (taylor -inf x) (#s(alt (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) (patch (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y)) (taylor -inf x) (#s(alt (-.f64 (log.f64 x) (log.f64 y)) (patch (-.f64 (log.f64 x) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y)) (taylor -inf x) (#s(alt (-.f64 (log.f64 x) (log.f64 y)) (patch (-.f64 (log.f64 x) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y)) (taylor -inf x) (#s(alt (-.f64 (log.f64 x) (log.f64 y)) (patch (-.f64 (log.f64 x) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (log -1) (* -1 (log (/ -1 x)))) (log y)) (taylor -inf x) (#s(alt (-.f64 (log.f64 x) (log.f64 y)) (patch (-.f64 (log.f64 x) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 x)))) (taylor -inf x) (#s(alt (log.f64 x) (patch (log.f64 x) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 x)))) (taylor -inf x) (#s(alt (log.f64 x) (patch (log.f64 x) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 x)))) (taylor -inf x) (#s(alt (log.f64 x) (patch (log.f64 x) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 x)))) (taylor -inf x) (#s(alt (log.f64 x) (patch (log.f64 x) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (taylor -inf x) (#s(alt (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) (patch (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#s(alt (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) (patch (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#s(alt (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) (patch (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#s(alt (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) (patch (pow.f64 (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* (sqrt (* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))) (pow (sqrt -1) 2))) (taylor -inf x) (#s(alt (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) (patch (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1/2 (* (sqrt (/ 1 (* (pow x 3) (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) z)) (* (sqrt (/ (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) x)) (pow (sqrt -1) 2))))) (taylor -inf x) (#s(alt (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) (patch (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1/2 (* (sqrt (/ 1 (* (pow x 3) (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) z)) (+ (* -1/8 (* (sqrt (/ 1 (* (pow x 5) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 3)))) (/ (pow z 2) (pow (sqrt -1) 2)))) (* (sqrt (/ (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) x)) (pow (sqrt -1) 2)))))) (taylor -inf x) (#s(alt (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) (patch (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1/2 (* (sqrt (/ 1 (* (pow x 3) (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) z)) (+ (* -1/8 (* (sqrt (/ 1 (* (pow x 5) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 3)))) (/ (pow z 2) (pow (sqrt -1) 2)))) (+ (* -1/16 (* (sqrt (/ 1 (* (pow x 7) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 5)))) (/ (pow z 3) (pow (sqrt -1) 4)))) (* (sqrt (/ (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) x)) (pow (sqrt -1) 2))))))) (taylor -inf x) (#s(alt (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) (patch (sqrt.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (taylor -inf x) (#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) (fma.f64 z z (.f64 #s(literal 0 binary64) 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) (fma.f64 z z (*.f64 #s(literal 0 binary64) z))))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#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) (fma.f64 z z (.f64 #s(literal 0 binary64) 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) (fma.f64 z z (*.f64 #s(literal 0 binary64) z))))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#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) (fma.f64 z z (.f64 #s(literal 0 binary64) 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) (fma.f64 z z (*.f64 #s(literal 0 binary64) z))))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (/ z x)))) (taylor -inf x) (#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) (fma.f64 z z (.f64 #s(literal 0 binary64) 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) (fma.f64 z z (*.f64 #s(literal 0 binary64) z))))) #<representation binary64>) () ())) ())

Calls

9 calls:

Time	Variable		Point	Expression
140.0ms	x	@	0	((+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ x y) (neg z) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (- 0 (pow z 3)) (+ 0 (+ (* z z) (* 0 z)))) (* 0 z) (+ 0 (+ (* z z) (* 0 z))) (- 0 (pow z 3)) (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (sqrt (+ (* (log (/ x y)) x) (neg z))) (- (* x (log (/ x y))) z))
62.0ms	x	@	inf	((+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ x y) (neg z) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (- 0 (pow z 3)) (+ 0 (+ (* z z) (* 0 z)))) (* 0 z) (+ 0 (+ (* z z) (* 0 z))) (- 0 (pow z 3)) (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (sqrt (+ (* (log (/ x y)) x) (neg z))) (- (* x (log (/ x y))) z))
57.0ms	y	@	0	((+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ x y) (neg z) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (- 0 (pow z 3)) (+ 0 (+ (* z z) (* 0 z)))) (* 0 z) (+ 0 (+ (* z z) (* 0 z))) (- 0 (pow z 3)) (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (sqrt (+ (* (log (/ x y)) x) (neg z))) (- (* x (log (/ x y))) z))
50.0ms	x	@	-inf	((+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ x y) (neg z) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (- 0 (pow z 3)) (+ 0 (+ (* z z) (* 0 z)))) (* 0 z) (+ 0 (+ (* z z) (* 0 z))) (- 0 (pow z 3)) (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (sqrt (+ (* (log (/ x y)) x) (neg z))) (- (* x (log (/ x y))) z))
29.0ms	y	@	-inf	((+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ x y) (neg z) (/ (* (neg z) z) (+ 0 z)) (+ 0 z) (- (* x (log (/ x y))) z) (* (neg z) z) (/ (- 0 (pow z 3)) (+ 0 (+ (* z z) (* 0 z)))) (* 0 z) (+ 0 (+ (* z z) (* 0 z))) (- 0 (pow z 3)) (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (sqrt (+ (* (log (/ x y)) x) (neg z))) (- (* x (log (/ x y))) z))

simplify191.0ms (1.9%)

Memory

20.1MiB live, 212.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	272	3815
1	764	3692
2	2597	3671
3	6046	3557
0	8823	3525

Stop Event

1×	iter limit
1×	node limit

Counts

420 → 408

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)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
z
z
z
z
(* x (log (/ x y)))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
0
0
0
0
(pow z 2)
(pow z 2)
(pow z 2)
(pow z 2)
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -1 (pow z 3))
(* x (log (/ x y)))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(* x (log (/ x y)))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(sqrt (* x (log (/ x y))))
(+ (sqrt (* x (log (/ x y)))) (* -1/2 (* (sqrt (/ 1 (* x (log (/ x y))))) z)))
(+ (sqrt (* x (log (/ x y)))) (* z (+ (* -1/2 (sqrt (/ 1 (* x (log (/ x y)))))) (* -1/8 (* (sqrt (/ 1 (* (pow x 3) (pow (log (/ x y)) 3)))) z)))))
(+ (sqrt (* x (log (/ x y)))) (* z (+ (* -1/2 (sqrt (/ 1 (* x (log (/ x y)))))) (* z (+ (* -1/8 (sqrt (/ 1 (* (pow x 3) (pow (log (/ x y)) 3))))) (* -1/16 (* (sqrt (/ 1 (* (pow x 5) (pow (log (/ x y)) 5)))) z)))))))
(* 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 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
z
z
z
z
(* -1 z)
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
0
0
0
0
(pow z 2)
(pow z 2)
(pow z 2)
(pow z 2)
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -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)
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* (sqrt z) (sqrt -1))
(* z (+ (* 1/2 (* (/ (* x (log (/ x y))) (sqrt -1)) (sqrt (/ 1 (pow z 3))))) (* (sqrt (/ 1 z)) (sqrt -1))))
(* z (+ (* -1/8 (* (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow (sqrt -1) 3)) (sqrt (/ 1 (pow z 5))))) (+ (* 1/2 (* (/ (* x (log (/ x y))) (sqrt -1)) (sqrt (/ 1 (pow z 3))))) (* (sqrt (/ 1 z)) (sqrt -1)))))
(* z (+ (* -1/8 (* (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow (sqrt -1) 3)) (sqrt (/ 1 (pow z 5))))) (+ (* 1/16 (* (/ (* (pow x 3) (pow (log (/ x y)) 3)) (pow (sqrt -1) 5)) (sqrt (/ 1 (pow z 7))))) (+ (* 1/2 (* (/ (* x (log (/ x y))) (sqrt -1)) (sqrt (/ 1 (pow z 3))))) (* (sqrt (/ 1 z)) (sqrt -1))))))
(* -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)))))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
z
z
z
z
(* -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)))))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
0
0
0
0
(pow z 2)
(pow z 2)
(pow z 2)
(pow z 2)
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -1 (pow z 3))
(* -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)))))
(* -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)))))
(* -1 (* (sqrt z) (sqrt -1)))
(* -1 (* z (+ (* 1/2 (* (* x (* (log (/ x y)) (sqrt -1))) (sqrt (/ 1 (pow z 3))))) (* (sqrt (/ 1 z)) (sqrt -1)))))
(* -1 (* z (+ (* -1/8 (* (* (pow x 2) (* (pow (log (/ x y)) 2) (sqrt -1))) (sqrt (/ 1 (pow z 5))))) (+ (* 1/2 (* (* x (* (log (/ x y)) (sqrt -1))) (sqrt (/ 1 (pow z 3))))) (* (sqrt (/ 1 z)) (sqrt -1))))))
(* -1 (* z (+ (* -1/8 (* (* (pow x 2) (* (pow (log (/ x y)) 2) (sqrt -1))) (sqrt (/ 1 (pow z 5))))) (+ (* 1/16 (* (* (pow x 3) (* (pow (log (/ x y)) 3) (sqrt -1))) (sqrt (/ 1 (pow z 7))))) (+ (* 1/2 (* (* x (* (log (/ x y)) (sqrt -1))) (sqrt (/ 1 (pow z 3))))) (* (sqrt (/ 1 z)) (sqrt -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)))))
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rewrite79.0ms (0.8%)

Memory

-22.4MiB live, 91.9MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	39	156
0	60	110
1	251	100
0	1723	100

Stop Event

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

Counts

19 → 528

Calls

Call 1

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

Outputs
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eval236.0ms (2.4%)

Memory: 39.6MiB live, 351.7MiB allocated
Compiler: Compiled 17 725 to 1 860 computations (89.5% saved)

prune142.0ms (1.4%)

Memory

-34.2MiB live, 164.7MiB allocated

Pruning

33 alts after pruning (28 fresh and 5 done)

	Pruned	Kept	Total
New	1 244	17	1 261
Fresh	7	11	18
Picked	3	2	5
Done	0	3	3
Total	1 254	33	1 287

Accuracy

100.0%

Counts

1 287 → 33

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	50.2%	(fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z))
✓	58.4%	(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))))
	58.6%	(fma.f64 (.f64 (.f64 (log.f64 (/.f64 y x)) x) (log.f64 (/.f64 y 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))))
✓	80.3%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	43.4%	(pow.f64 (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1/2 binary64)) #s(literal -2 binary64))
	21.5%	(pow.f64 (sqrt.f64 #s(approx (+ (* (log (/ x y)) x) (neg z)) (*.f64 (log.f64 (/.f64 x y)) x))) #s(literal 2 binary64))
	28.5%	(pow.f64 (sqrt.f64 #s(approx (+ (* (log (/ x y)) x) (neg z)) (neg.f64 z))) #s(literal 2 binary64))
	46.8%	(/.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))
▶	80.2%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))
	24.6%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 (/.f64 #s(literal 1 binary64) x) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 (/.f64 #s(literal -1 binary64) x))))))
	40.7%	(/.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)))))
	49.2%	(/.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 x) (log.f64 y)) x (neg.f64 z)))))
	51.5%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))
	50.1%	(-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 3 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 3 binary64))) (fma.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 x)) (fma.f64 (log.f64 (neg.f64 y)) (log.f64 (neg.f64 y)) (.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))))))) z)
✓	49.3%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	40.8%	#s(approx (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (*.f64 (log.f64 (/.f64 x y)) x))
	24.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)))
	24.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)))
	72.1%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	42.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (-.f64 (log.f64 x) (/.f64 z x)) (log.f64 y)) x))
	24.6%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
✓	24.3%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	41.1%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (neg.f64 (log.f64 (/.f64 y x))) x))
▶	17.8%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (*.f64 z z)))
	20.2%	#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)))
	29.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (.f64 (/.f64 #s(literal 1 binary64) (neg.f64 z)) (*.f64 z z)) z) (+.f64 #s(literal 0 binary64) z)))
	17.8%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (.f64 (neg.f64 z) z) z) (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))))
	27.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 z) (.f64 (neg.f64 z) z)))))
▶	27.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
▶	29.6%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
	29.5%	#s(approx (- (* x (log (/ x y))) z) (.f64 (/.f64 #s(literal 1 binary64) (neg.f64 z)) (.f64 z z)))
	51.5%	#s(approx (- (* x (log (/ x y))) z) (.f64 z (.f64 (neg.f64 z) (pow.f64 z #s(literal -1 binary64)))))
✓	51.6%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 794 to 626 computations (21.2% saved)

simplify113.0ms (1.1%)

Memory

29.1MiB live, 142.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(neg.f64 x)
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	(fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z))
cost-diff	0	(neg.f64 z)
cost-diff	0	(pow.f64 (neg.f64 z) #s(literal 3 binary64))
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (*.f64 z z)))
cost-diff	7488	(/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (*.f64 z z))
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
cost-diff	128	(/.f64 #s(literal 1 binary64) (neg.f64 z))
cost-diff	1024	(/.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z))))
cost-diff	1472	(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))
cost-diff	0	(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) z))
cost-diff	1024	(/.f64 (*.f64 (neg.f64 z) z) 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	(/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	32	198
0	54	154
1	101	147
2	283	141
3	1244	141
4	2421	141
5	4147	141
6	5622	141
7	7986	141
0	8057	141

Stop Event

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

Calls

Call 1

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

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

localize118.0ms (1.2%)

Memory

-11.9MiB live, 195.5MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0	(log.f64 (neg.f64 y))
accuracy	0	(log.f64 (neg.f64 x))
accuracy	0.06640625	(fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z))
accuracy	0.2691487985433817	(-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))
accuracy	0	(*.f64 z z)
accuracy	0	(neg.f64 z)
accuracy	15.305628343927637	#s(approx (- (* x (log (/ x y))) z) (/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (*.f64 z z)))
accuracy	20.27096672577047	(/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (*.f64 z z))
accuracy	0	(neg.f64 z)
accuracy	13.654709426119616	(/.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z))))
accuracy	13.701584426119616	(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))
accuracy	15.305628343927637	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
accuracy	0	(*.f64 (neg.f64 z) z)
accuracy	0	(neg.f64 z)
accuracy	13.654709426119616	(/.f64 (*.f64 (neg.f64 z) z) z)
accuracy	15.305628343927637	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
accuracy	0.06640625	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
accuracy	0.0703125	(/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)))
accuracy	0.08984375	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))))
accuracy	4.7088570499901214	(log.f64 (/.f64 x y))

Samples

45.0ms	127×	0	invalid
33.0ms	129×	0	valid

Compiler

Compiled 347 to 59 computations (83% saved)

Precisions

Click to see histograms. Total time spent on operations: 58.0ms

ival-div: 25.0ms (43.3% of total)

ival-mult: 10.0ms (17.3% of total)

ival-log: 10.0ms (17.3% of total)

ival-pow: 4.0ms (6.9% of total)

ival-neg: 3.0ms (5.2% of total)

ival-add: 2.0ms (3.5% of total)

ival-sub: 2.0ms (3.5% of total)

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

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

exact: 0.0ms (0% of total)

series396.0ms (4%)

Memory

-10.2MiB live, 503.5MiB allocated

Counts

21 → 444

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
181.0ms	y	@	0	((/ 1 (/ 1 (+ (* (log (/ x y)) x) (neg z)))) (/ 1 (+ (* (log (/ x y)) x) (neg z))) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ (* (neg z) z) z) (- (* x (log (/ x y))) z) (* (neg z) z) (neg z) (* (* (neg z) z) (/ 1 (neg z))) (/ (* (neg z) z) (* (* (neg z) z) (/ 1 (neg z)))) (/ 1 (neg z)) (- (* x (log (/ x y))) z) (/ (pow (neg z) 3) (* z z)) (- (* x (log (/ x y))) z) (pow (neg z) 3) (+ (* (- (log (neg x)) (log (neg y))) x) (neg z)) (- (log (neg x)) (log (neg y))) (log (neg x)) (neg x) (* z z) (log (neg y)))
41.0ms	x	@	-inf	((/ 1 (/ 1 (+ (* (log (/ x y)) x) (neg z)))) (/ 1 (+ (* (log (/ x y)) x) (neg z))) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ (* (neg z) z) z) (- (* x (log (/ x y))) z) (* (neg z) z) (neg z) (* (* (neg z) z) (/ 1 (neg z))) (/ (* (neg z) z) (* (* (neg z) z) (/ 1 (neg z)))) (/ 1 (neg z)) (- (* x (log (/ x y))) z) (/ (pow (neg z) 3) (* z z)) (- (* x (log (/ x y))) z) (pow (neg z) 3) (+ (* (- (log (neg x)) (log (neg y))) x) (neg z)) (- (log (neg x)) (log (neg y))) (log (neg x)) (neg x) (* z z) (log (neg y)))
35.0ms	y	@	-inf	((/ 1 (/ 1 (+ (* (log (/ x y)) x) (neg z)))) (/ 1 (+ (* (log (/ x y)) x) (neg z))) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ (* (neg z) z) z) (- (* x (log (/ x y))) z) (* (neg z) z) (neg z) (* (* (neg z) z) (/ 1 (neg z))) (/ (* (neg z) z) (* (* (neg z) z) (/ 1 (neg z)))) (/ 1 (neg z)) (- (* x (log (/ x y))) z) (/ (pow (neg z) 3) (* z z)) (- (* x (log (/ x y))) z) (pow (neg z) 3) (+ (* (- (log (neg x)) (log (neg y))) x) (neg z)) (- (log (neg x)) (log (neg y))) (log (neg x)) (neg x) (* z z) (log (neg y)))
33.0ms	x	@	0	((/ 1 (/ 1 (+ (* (log (/ x y)) x) (neg z)))) (/ 1 (+ (* (log (/ x y)) x) (neg z))) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ (* (neg z) z) z) (- (* x (log (/ x y))) z) (* (neg z) z) (neg z) (* (* (neg z) z) (/ 1 (neg z))) (/ (* (neg z) z) (* (* (neg z) z) (/ 1 (neg z)))) (/ 1 (neg z)) (- (* x (log (/ x y))) z) (/ (pow (neg z) 3) (* z z)) (- (* x (log (/ x y))) z) (pow (neg z) 3) (+ (* (- (log (neg x)) (log (neg y))) x) (neg z)) (- (log (neg x)) (log (neg y))) (log (neg x)) (neg x) (* z z) (log (neg y)))
28.0ms	x	@	inf	((/ 1 (/ 1 (+ (* (log (/ x y)) x) (neg z)))) (/ 1 (+ (* (log (/ x y)) x) (neg z))) (+ (* (log (/ x y)) x) (neg z)) (log (/ x y)) (/ (* (neg z) z) z) (- (* x (log (/ x y))) z) (* (neg z) z) (neg z) (* (* (neg z) z) (/ 1 (neg z))) (/ (* (neg z) z) (* (* (neg z) z) (/ 1 (neg z)))) (/ 1 (neg z)) (- (* x (log (/ x y))) z) (/ (pow (neg z) 3) (* z z)) (- (* x (log (/ x y))) z) (pow (neg z) 3) (+ (* (- (log (neg x)) (log (neg y))) x) (neg z)) (- (log (neg x)) (log (neg y))) (log (neg x)) (neg x) (* z z) (log (neg y)))

simplify204.0ms (2.1%)

Memory

22.9MiB live, 186.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	248	4127
1	742	3848
2	2407	3796
0	8443	3743

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

rewrite79.0ms (0.8%)

Memory

-18.6MiB live, 72.0MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	32	169
0	54	125
1	207	106
0	1126	106

Stop Event

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

Counts

21 → 671

Calls

Call 1

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

Outputs
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eval283.0ms (2.9%)

Memory: 37.5MiB live, 336.6MiB allocated
Compiler: Compiled 22 840 to 2 287 computations (90% saved)

prune119.0ms (1.2%)

Memory

-6.4MiB live, 269.2MiB allocated

Pruning

44 alts after pruning (37 fresh and 7 done)

	Pruned	Kept	Total
New	1 497	20	1 517
Fresh	6	17	23
Picked	3	2	5
Done	0	5	5
Total	1 506	44	1 550

Accuracy

100.0%

Counts

1 550 → 44

Alt Table

Click to see full alt table

Status	Accuracy	Program
	50.0%	(fma.f64 (/.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (*.f64 (neg.f64 (log.f64 (neg.f64 y))) (neg.f64 (log.f64 (neg.f64 y))))) (-.f64 (log.f64 (neg.f64 x)) (neg.f64 (log.f64 (neg.f64 y))))) x (neg.f64 z))
✓	50.2%	(fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z))
✓	58.4%	(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))))
	58.6%	(fma.f64 (.f64 (.f64 (log.f64 (/.f64 y x)) x) (log.f64 (/.f64 y 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))))
✓	80.3%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	43.4%	(pow.f64 (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1/2 binary64)) #s(literal -2 binary64))
	21.5%	(pow.f64 (sqrt.f64 #s(approx (+ (* (log (/ x y)) x) (neg z)) (*.f64 (log.f64 (/.f64 x y)) x))) #s(literal 2 binary64))
	28.5%	(pow.f64 (sqrt.f64 #s(approx (+ (* (log (/ x y)) x) (neg z)) (neg.f64 z))) #s(literal 2 binary64))
	46.8%	(/.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))
	24.3%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (/ x y)) x) (neg z)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))))
	40.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (/ x y)) x) (neg z)) (*.f64 (log.f64 (/.f64 x y)) x))))
	40.7%	(/.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)))))
	51.5%	(/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))
✓	49.3%	(-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z)
	40.8%	#s(approx (pow (sqrt (+ (* (log (/ x y)) x) (neg z))) 2) (*.f64 (log.f64 (/.f64 x y)) x))
	24.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)))
	24.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)))
	72.1%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	42.0%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (-.f64 (log.f64 x) (/.f64 z x)) (log.f64 y)) x))
	24.6%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
✓	24.3%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	41.1%	#s(approx (/ 1 (pow (+ (* (log (/ x y)) x) (neg z)) -1)) (*.f64 (neg.f64 (log.f64 (/.f64 y x))) x))
	17.7%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) z)) #s(literal 3 binary64)) (*.f64 z z)))
	20.2%	#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)))
	17.8%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) z)) (.f64 (neg.f64 z) z)))
	27.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 z (/.f64 #s(literal -1 binary64) z)) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
	29.6%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 z (/.f64 #s(literal -1 binary64) z)) z))
	27.0%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal -1 binary64) z) z)) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
	29.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal -1 binary64) z) z)) z))
	29.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (.f64 (/.f64 #s(literal -1 binary64) z) (*.f64 z z)) z) z))
	17.8%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (.f64 (neg.f64 z) z) z) (*.f64 z z)))
	27.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 z) (.f64 (neg.f64 z) z)))))
	27.0%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal -1 binary64) z) z)) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
	27.1%	#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))))
	17.5%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (.f64 (/.f64 (/.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal -1 binary64) z)) (*.f64 (neg.f64 z) z)) z) (/.f64 #s(literal 1 binary64) (neg.f64 z)))))
	17.7%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 (neg.f64 z) z)))))))
	17.9%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (.f64 (neg.f64 z) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 (/.f64 #s(literal -1 binary64) z) (.f64 (neg.f64 z) z))))))
	17.7%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (.f64 (neg.f64 z) z) (.f64 (*.f64 z z) (/.f64 #s(literal 1 binary64) (pow.f64 (neg.f64 z) #s(literal 3 binary64)))))))
	27.1%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (.f64 (neg.f64 z) z) (.f64 (.f64 (neg.f64 z) z) (.f64 z (/.f64 #s(literal 1 binary64) (*.f64 (neg.f64 z) z))))))
✓	29.6%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
	29.5%	#s(approx (- (* x (log (/ x y))) z) (.f64 (/.f64 #s(literal -1 binary64) z) (.f64 z z)))
	51.5%	#s(approx (- (* x (log (/ x y))) z) (.f64 z (.f64 (neg.f64 z) (pow.f64 z #s(literal -1 binary64)))))
✓	51.6%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
	43.6%	#s(approx (+ (* (- (log (neg x)) (log (neg y))) x) (neg z)) (*.f64 (fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) (/.f64 x z) #s(literal -1 binary64)) z))

Compiler

Compiled 1 636 to 718 computations (56.1% saved)

regimes294.0ms (3%)

Memory

-12.3MiB live, 337.6MiB allocated

Counts

73 → 2

Calls

Call 1

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

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

Calls

5 calls:

51.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
42.0ms	(*.f64 x (log.f64 (/.f64 x y)))
28.0ms	z
23.0ms	y
22.0ms	x

Results

Accuracy	Segments	Branch
99.5%	2	`x`
99.5%	2	`y`
80.7%	1	`z`
93.7%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
93.7%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes35.0ms (0.4%)

Memory

2.4MiB live, 76.9MiB allocated

Counts

51 → 2

Calls

Call 1

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

Calls

2 calls:

16.0ms	y
14.0ms	x

Results

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

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes33.0ms (0.3%)

Memory

25.8MiB live, 63.2MiB allocated

Counts

50 → 2

Calls

Call 1

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

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

Calls

2 calls:

16.0ms	x
14.0ms	y

Results

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

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes64.0ms (0.6%)

Memory

-20.7MiB live, 85.3MiB allocated

Counts

46 → 3

Calls

Call 1

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

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

Calls

4 calls:

21.0ms	y
15.0ms	(*.f64 x (log.f64 (/.f64 x y)))
13.0ms	x
12.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Results

Accuracy	Segments	Branch
92.9%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
92.9%	3	`(*.f64 x (log.f64 (/.f64 x y)))`
91.1%	4	`x`
80.7%	1	`y`

Compiler

Compiled 16 to 19 computations (-18.8% saved)

regimes31.0ms (0.3%)

Memory

-16.2MiB live, 58.3MiB allocated

Counts

44 → 3

Calls

Call 1

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

Outputs

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

(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 #s(literal -1 binary64) z)))

Calls

2 calls:

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

Results

Accuracy	Segments	Branch
90.2%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
90.2%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 14 to 13 computations (7.1% saved)

regimes31.0ms (0.3%)

Memory

-7.0MiB live, 35.4MiB allocated

Counts

33 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

20.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
9.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
90.1%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
90.1%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 14 to 13 computations (7.1% saved)

regimes84.0ms (0.8%)

Memory

36.6MiB live, 145.5MiB allocated

Counts

32 → 3

Calls

Call 1

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

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

Calls

5 calls:

41.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
12.0ms	y
11.0ms	z
9.0ms	x
9.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
72.1%	3	`z`
60.2%	4	`y`
71.6%	3	`x`
58.1%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
72.6%	5	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes22.0ms (0.2%)

Memory

-9.0MiB live, 40.1MiB allocated

Counts

29 → 3

Calls

Call 1

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

1 calls:

20.0ms

Results

Accuracy	Segments	Branch
71.7%	3	`z`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes58.0ms (0.6%)

Memory

-6.5MiB live, 105.5MiB allocated

Accuracy

Total -27.7b remaining (-89.5%)

Threshold costs -27.7b (-89.5%)

Counts

26 → 1

Calls

Call 1

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

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

Calls

5 calls:

17.0ms	z
16.0ms	x
9.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
7.0ms	y
7.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
51.6%	1	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
51.6%	1	`y`
51.6%	1	`(*.f64 x (log.f64 (/.f64 x y)))`
51.6%	1	`x`
51.6%	1	`z`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

bsearch45.0ms (0.5%)

Memory

-17.3MiB live, 28.0MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
26.0ms	-6.073075036017211e-301	2.2480666523805565e-307

Samples

9.0ms	144×	0	valid
8.0ms	147×	0	invalid

Compiler

Compiled 191 to 193 computations (-1% saved)

Precisions

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

ival-div: 3.0ms (30.9% of total)

ival-log: 3.0ms (30.9% of total)

ival-mult: 2.0ms (20.6% of total)

ival-sub: 1.0ms (10.3% of total)

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

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

bsearch1.0ms (0%)

Memory

4.5MiB live, 4.5MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-6.073075036017211e-301	2.2480666523805565e-307

Compiler

Compiled 191 to 193 computations (-1% 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	-6.073075036017211e-301	2.2480666523805565e-307

Compiler

Compiled 173 to 175 computations (-1.2% saved)

bsearch1.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	6.059120768136863e+307	+inf
0.0ms	-inf	-4.0862565583257417e+295

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch1.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	6.059120768136863e+307	+inf
0.0ms	-inf	-4.0862565583257417e+295

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch1.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	6.059120768136863e+307	+inf
0.0ms	-inf	-4.0862565583257417e+295

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch26.0ms (0.3%)

Memory

0.7MiB live, 37.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
11.0ms	21172969662509916000.0	5.20440137872707e+19
13.0ms	-1.411562147917034e-101	-2.4808303661865468e-104

Samples

17.0ms

208×

valid

Compiler

Compiled 154 to 208 computations (-35.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 8.0ms

ival-log: 4.0ms (49% of total)

ival-div: 2.0ms (24.5% of total)

ival-mult: 2.0ms (24.5% of total)

ival-sub: 1.0ms (12.3% of total)

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

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

bsearch10.0ms (0.1%)

Memory

18.4MiB live, 18.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	21172969662509916000.0	5.20440137872707e+19
8.0ms	-1.411562147917034e-101	-2.4808303661865468e-104

Samples

5.0ms

80×

valid

Compiler

Compiled 141 to 195 computations (-38.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 3.0ms

ival-div: 1.0ms (32.4% of total)

ival-log: 1.0ms (32.4% of total)

ival-mult: 1.0ms (32.4% of total)

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

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

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

simplify30.0ms (0.3%)

Memory

-8.7MiB live, 66.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	79	334
1	106	334
2	130	334
3	145	334
4	150	334
5	151	334

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z)) (-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (neg.f64 (log.f64 (/.f64 y x)))) 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 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 #s(literal -1 binary64) 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))))
(if (<=.f64 z #s(literal -2048904322212513/315216049571155833698232320801148910440637914163723573343586347233965774171977684891314130039079325126453023922454528 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 24000000000000000000 binary64)) #s(approx (- (* x (neg (log (/ y x)))) z) (.f64 (neg.f64 x) (log.f64 (/.f64 y x)))) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 z #s(literal -1063854167302651/78804012392788958424558080200287227610159478540930893335896586808491443542994421222828532509769831281613255980613632 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 23000000000000000000 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))

Outputs
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z)) (-.f64 (*.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (fma.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x (neg.f64 z)) (-.f64 (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x) z) (-.f64 (.f64 (-.f64 (log.f64 x) (log.f64 y)) x) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z) (-.f64 (.f64 x (-.f64 (log.f64 x) (log.f64 y))) z))
(if (<=.f64 y #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 (log.f64 (/.f64 y x)) (neg.f64 x)) 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 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 #s(literal -1 binary64) 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 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 #s(literal -1 binary64) 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) (/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) 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 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336 binary64)) (-.f64 (.f64 (log.f64 (/.f64 x y)) x) z) (/.f64 #s(literal 1 binary64) #s(approx (pow (+ (* (log (/ x y)) x) (neg z)) -1) (/.f64 #s(literal -1 binary64) z)))))
(if (<=.f64 z #s(literal -2048904322212513/315216049571155833698232320801148910440637914163723573343586347233965774171977684891314130039079325126453023922454528 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 24000000000000000000 binary64)) #s(approx (- (* x (neg (log (/ y x)))) z) (.f64 (neg.f64 x) (log.f64 (/.f64 y x)))) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 z #s(literal -2048904322212513/315216049571155833698232320801148910440637914163723573343586347233965774171977684891314130039079325126453023922454528 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 24000000000000000000 binary64)) #s(approx (- (* x (neg (log (/ y x)))) z) (.f64 (log.f64 (/.f64 y x)) (neg.f64 x))) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 z #s(literal -1063854167302651/78804012392788958424558080200287227610159478540930893335896586808491443542994421222828532509769831281613255980613632 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) (if (<=.f64 z #s(literal 23000000000000000000 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))

soundness1.1s (11.4%)

Memory

-20.3MiB live, 721.4MiB allocated

Iterations

Useful iterations: 0 (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
0	39	156
0	60	110
1	251	100
0	1723	100
0	554	6933
1	1747	6568
2	6256	6316
0	8505	6199
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

Compiler

Compiled 500 to 264 computations (47.2% saved)

preprocess77.0ms (0.8%)

Memory: -4.2MiB live, 153.2MiB allocated
Compiler: Compiled 504 to 168 computations (66.7% 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%)

analyze87.0ms (0.9%)

sample1.2s (12%)

explain147.0ms (1.5%)

preprocess101.0ms (1%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify32.0ms (0.3%)

localize44.0ms (0.4%)

series146.0ms (1.5%)

simplify264.0ms (2.7%)

rewrite256.0ms (2.6%)

eval456.0ms (4.6%)

prune53.0ms (0.5%)

simplify489.0ms (4.9%)

localize106.0ms (1.1%)

series450.0ms (4.5%)

simplify246.0ms (2.5%)

rewrite258.0ms (2.6%)

eval832.0ms (8.4%)

prune134.0ms (1.4%)

simplify140.0ms (1.4%)

localize126.0ms (1.3%)

series408.0ms (4.1%)

simplify191.0ms (1.9%)

rewrite79.0ms (0.8%)

eval236.0ms (2.4%)

prune142.0ms (1.4%)

simplify113.0ms (1.1%)

localize118.0ms (1.2%)

series396.0ms (4%)

simplify204.0ms (2.1%)

rewrite79.0ms (0.8%)

eval283.0ms (2.9%)

prune119.0ms (1.2%)

regimes294.0ms (3%)

regimes35.0ms (0.4%)

regimes33.0ms (0.3%)

regimes64.0ms (0.6%)

regimes31.0ms (0.3%)

regimes31.0ms (0.3%)

regimes84.0ms (0.8%)

regimes22.0ms (0.2%)

regimes58.0ms (0.6%)

bsearch45.0ms (0.5%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch26.0ms (0.3%)

bsearch10.0ms (0.1%)

simplify30.0ms (0.3%)

soundness1.1s (11.4%)

preprocess77.0ms (0.8%)

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