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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze84.0ms (0.7%)

Memory

-21.9MiB live, 174.4MiB 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)

sample1.3s (11.6%)

Memory

30.3MiB live, 1 410.7MiB allocated

Samples

973.0ms	8 256×	0	valid
30.0ms	549×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 596.0ms

ival-div: 240.0ms (40.3% of total)

ival-log: 193.0ms (32.4% of total)

ival-sub: 82.0ms (13.8% of total)

ival-mult: 70.0ms (11.8% of total)

ival-true: 7.0ms (1.2% of total)

ival-assert: 4.0ms (0.7% of total)

Bogosity

explain150.0ms (1.3%)

Memory

9.9MiB live, 213.9MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
60	-	1	(1.4086806047571516e-305 538129430704.7901 3.7182330844242737e+307)	`(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	32	0
↳	`(/.f64 x y)`	overflow	32
`log.f64`	`(log.f64 (/.f64 x y))`	uflow-rescue	2	0
↳	`(/.f64 x y)`	underflow	27

Confusion

	Predicted +	Predicted -
+	33	25
-	1	197

Precision

0.9705882352941176

Recall

0.5689655172413793

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	33	0	25
-	1	0	197

Precision?

0.9705882352941176

Recall?

0.5689655172413793

Freqs

test

number	freq
0	222
1	34

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

96.0ms

512×

valid

Compiler

Compiled 60 to 25 computations (58.3% saved)

Precisions

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

ival-log: 7.0ms (34% of total)

ival-sub: 5.0ms (24.3% of total)

ival-div: 4.0ms (19.4% of total)

ival-mult: 4.0ms (19.4% of total)

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

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

preprocess87.0ms (0.8%)

Memory

-19.3MiB live, 100.0MiB 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
▶	78.1%	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)

Compiler

Compiled 8 to 7 computations (12.5% saved)

simplify18.0ms (0.2%)

Memory

21.4MiB live, 21.4MiB 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

localize136.0ms (1.2%)

Memory

-23.2MiB live, 14.1MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(/.f64 x y)
accuracy	0.0078125	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
accuracy	0.29296875	(*.f64 x (log.f64 (/.f64 x y)))
accuracy	14.35609904090674	(log.f64 (/.f64 x y))

Samples

16.0ms

256×

valid

Compiler

Compiled 26 to 9 computations (65.4% saved)

Precisions

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

ival-log: 3.0ms (34.4% of total)

ival-div: 2.0ms (22.9% of total)

ival-mult: 2.0ms (22.9% of total)

ival-sub: 1.0ms (11.5% of total)

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

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

series161.0ms (1.4%)

Memory

38.0MiB live, 186.4MiB 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
32.0ms	y	@	inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
32.0ms	x	@	-inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
29.0ms	x	@	0	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
24.0ms	y	@	0	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))
23.0ms	y	@	-inf	((- (* x (log (/ x y))) z) (* x (log (/ x y))) (log (/ x y)) (/ x y))

simplify216.0ms (1.9%)

Memory

-47.5MiB live, 216.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

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

Stop Event

1×	iter limit
1×	node limit

Counts

108 → 108

Calls

Call 1

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

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

rewrite494.0ms (4.3%)

Memory

10.2MiB live, 202.8MiB 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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eval52.0ms (0.4%)

Memory: -0.1MiB live, 118.4MiB allocated
Compiler: Compiled 12 069 to 1 177 computations (90.2% saved)

prune23.0ms (0.2%)

Memory

28.5MiB live, 67.1MiB allocated

Pruning

19 alts after pruning (19 fresh and 0 done)

	Pruned	Kept	Total
New	398	19	417
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	399	19	418

Accuracy

99.9%

Counts

418 → 19

Alt Table

Click to see full alt table

Status	Accuracy	Program
	58.1%	(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))))
▶	44.6%	(fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	78.1%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	78.0%	(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(literal -1 binary64)))
	52.1%	(-.f64 (fma.f64 (log.f64 x) x (*.f64 (neg.f64 (log.f64 y)) x)) z)
▶	52.1%	(-.f64 (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)) z)
	47.2%	(-.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))) (+.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)) (+.f64 (pow.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))))))) z)
	45.6%	(-.f64 (.f64 x (/.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (log.f64 (.f64 y x)))) z)
	52.0%	(-.f64 (*.f64 x (-.f64 (/.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (-.f64 (log.f64 x) (neg.f64 (log.f64 y)))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (-.f64 (log.f64 x) (neg.f64 (log.f64 y)))))) z)
	47.3%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
	77.8%	(-.f64 (*.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z)
▶	78.1%	(-.f64 (.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))) z)
	44.5%	(.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)))
	76.7%	(.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))))
	30.2%	(.f64 (pow.f64 (fma.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) z (pow.f64 (.f64 (log.f64 (/.f64 x y)) x) #s(literal 2 binary64))) #s(literal -1 binary64)) (-.f64 (pow.f64 (*.f64 (log.f64 (/.f64 x y)) x) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))))
▶	26.7%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	44.4%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
	52.1%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) x z)))
▶	47.1%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 644 to 436 computations (32.3% saved)

simplify281.0ms (2.4%)

Memory

-13.2MiB live, 151.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
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)) (fma.f64 (log.f64 (/.f64 x y)) x z))
cost-diff	0	(*.f64 x x)
cost-diff	8192	(fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
cost-diff	0	(log.f64 x)
cost-diff	0	(*.f64 (log.f64 x) x)
cost-diff	0	(-.f64 (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)) z)
cost-diff	448	(+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x))
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 (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
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 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))
cost-diff	0	(.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x))))
cost-diff	0	(-.f64 (.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))) z)
cost-diff	448	(*.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x))

Iterations

Useful iterations: 7 (0.0ms)

Iter	Nodes	Cost
0	39	235
0	69	235
1	114	229
2	200	217
3	382	217
4	967	217
5	1991	211
6	3404	210
7	3885	209
8	4093	209
9	4118	209
10	4124	209
11	4128	209
12	4288	209
13	4712	209
14	5446	209
15	6368	209
16	7037	209
17	7630	209
0	8081	209

Stop Event

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

Calls

Call 1

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

localize149.0ms (1.3%)

Memory

1.2MiB live, 189.8MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	7.323272671371029	(log.f64 (/.f64 x y))
accuracy	7.506117320394821	(log.f64 (/.f64 y x))
accuracy	8.806415211089572	(fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
accuracy	8.873245306110702	(/.f64 (*.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))
accuracy	0.0078125	(-.f64 (+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x)) z)
accuracy	0.11328125	(*.f64 (neg.f64 (log.f64 y)) x)
accuracy	0.1484375	(*.f64 (log.f64 x) x)
accuracy	0.2627223398535691	(+.f64 (.f64 (log.f64 x) x) (.f64 (neg.f64 (log.f64 y)) x))
accuracy	0	(log.f64 x)
accuracy	0.14453125	(*.f64 (-.f64 (log.f64 x) (log.f64 y)) x)
accuracy	0.258160511491824	(-.f64 (log.f64 x) (log.f64 y))
accuracy	16.21906129209775	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
accuracy	0	(neg.f64 z)
accuracy	16.981382551669007	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
accuracy	0.0078125	(-.f64 (.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))) z)
accuracy	0.10546875	(*.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x))
accuracy	0.14453125	(.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x))))
accuracy	7.323272671371029	(log.f64 (*.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))

Samples

74.0ms	122×	0	invalid
47.0ms	134×	0	valid

Compiler

Compiled 233 to 39 computations (83.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 62.0ms

ival-mult: 19.0ms (30.7% of total)

ival-log: 16.0ms (25.9% of total)

ival-div: 11.0ms (17.8% of total)

ival-sub: 5.0ms (8.1% of total)

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

ival-add: 3.0ms (4.9% of total)

ival-pow2: 3.0ms (4.9% of total)

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

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

exact: 0.0ms (0% of total)

series400.0ms (3.5%)

Memory

25.1MiB live, 569.7MiB allocated

Counts

21 → 540

Calls

Call 1

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

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

9 calls:

Time	Variable		Point	Expression
93.0ms	y	@	0	((* (/ -1 y) (neg x)) (- (* x (log (* (/ -1 y) (neg x)))) z) (* x (log (* (/ -1 y) (neg x)))) (log (* (/ -1 y) (neg x))) (- (* x (log (/ x y))) z) (neg z) (- (* x (log (/ x y))) z) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (* (log x) x) (+ (* (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (* (neg (log y)) x) (/ (* z z) (+ (* (log (/ x y)) x) z)) (log (/ y x)) (log (/ x y)))
88.0ms	y	@	-inf	((* (/ -1 y) (neg x)) (- (* x (log (* (/ -1 y) (neg x)))) z) (* x (log (* (/ -1 y) (neg x)))) (log (* (/ -1 y) (neg x))) (- (* x (log (/ x y))) z) (neg z) (- (* x (log (/ x y))) z) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (* (log x) x) (+ (* (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (* (neg (log y)) x) (/ (* z z) (+ (* (log (/ x y)) x) z)) (log (/ y x)) (log (/ x y)))
67.0ms	x	@	0	((* (/ -1 y) (neg x)) (- (* x (log (* (/ -1 y) (neg x)))) z) (* x (log (* (/ -1 y) (neg x)))) (log (* (/ -1 y) (neg x))) (- (* x (log (/ x y))) z) (neg z) (- (* x (log (/ x y))) z) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (* (log x) x) (+ (* (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (* (neg (log y)) x) (/ (* z z) (+ (* (log (/ x y)) x) z)) (log (/ y x)) (log (/ x y)))
46.0ms	x	@	-inf	((* (/ -1 y) (neg x)) (- (* x (log (* (/ -1 y) (neg x)))) z) (* x (log (* (/ -1 y) (neg x)))) (log (* (/ -1 y) (neg x))) (- (* x (log (/ x y))) z) (neg z) (- (* x (log (/ x y))) z) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (* (log x) x) (+ (* (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (* (neg (log y)) x) (/ (* z z) (+ (* (log (/ x y)) x) z)) (log (/ y x)) (log (/ x y)))
36.0ms	y	@	inf	((* (/ -1 y) (neg x)) (- (* x (log (* (/ -1 y) (neg x)))) z) (* x (log (* (/ -1 y) (neg x)))) (log (* (/ -1 y) (neg x))) (- (* x (log (/ x y))) z) (neg z) (- (* x (log (/ x y))) z) (* (- (log x) (log y)) x) (- (log x) (log y)) (log x) (+ (* (log x) x) (* (neg (log y)) x)) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (* (log x) x) (+ (* (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z))) (neg (/ (* z z) (+ (* (log (/ x y)) x) z)))) (* x x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (* (neg (log y)) x) (/ (* z z) (+ (* (log (/ x y)) x) z)) (log (/ y x)) (log (/ x y)))

simplify464.0ms (4%)

Memory

-179.8MiB live, 278.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	542	7641
1	1682	6942
2	6047	6809
0	8403	6694

Stop Event

1×	iter limit
1×	node limit

Counts

540 → 537

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))))
(* 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 y)))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 (* x (log y))) (* x (log x)))
(+ (* -1 z) (+ (* -1 (* x (log y))) (* x (log x))))
(+ (* -1 z) (+ (* -1 (* x (log y))) (* x (log x))))
(+ (* -1 z) (+ (* -1 (* x (log y))) (* x (log x))))
(/ (* 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 (log (/ y x)) 2) (* x (log (/ x y))))
(+ (* -1 (/ (* z (pow (log (/ y x)) 2)) (* (pow x 2) (pow (log (/ x y)) 2)))) (/ (pow (log (/ y x)) 2) (* x (log (/ x y)))))
(+ (* z (- (/ (* z (pow (log (/ y x)) 2)) (* (pow x 3) (pow (log (/ x y)) 3))) (/ (pow (log (/ y x)) 2) (* (pow x 2) (pow (log (/ x y)) 2))))) (/ (pow (log (/ y x)) 2) (* x (log (/ x y)))))
(+ (* z (- (* z (- (* -1 (/ (* z (pow (log (/ y x)) 2)) (* (pow x 4) (pow (log (/ x y)) 4)))) (* -1 (/ (pow (log (/ y x)) 2) (* (pow x 3) (pow (log (/ x y)) 3)))))) (/ (pow (log (/ y x)) 2) (* (pow x 2) (pow (log (/ x y)) 2))))) (/ (pow (log (/ y x)) 2) (* x (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 (- (/ (* 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))
(* -1 z)
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(* -1 z)
(* -1 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 z)
(* z (- (+ (* -1 (/ (* x (log y)) z)) (/ (* x (log x)) z)) 1))
(* z (- (+ (* -1 (/ (* x (log y)) z)) (/ (* x (log x)) z)) 1))
(* z (- (+ (* -1 (/ (* x (log y)) z)) (/ (* x (log x)) z)) 1))
(* -1 z)
(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow z 2))) (+ (/ (* x (log (/ x y))) z) (/ (* (pow x 2) (pow (log (/ y x)) 2)) (pow z 2)))) 1))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow z 2))) (+ (/ (* x (log (/ x y))) z) (+ (/ (* (pow x 2) (pow (log (/ y x)) 2)) (pow z 2)) (/ (* (pow x 3) (pow (log (/ x y)) 3)) (pow z 3))))) (+ 1 (/ (* (pow x 3) (* (log (/ x y)) (pow (log (/ y x)) 2))) (pow z 3)))))
(/ (pow (log (/ y x)) 2) z)
(/ (+ (* -1 (/ (* x (* (log (/ x y)) (pow (log (/ y x)) 2))) z)) (pow (log (/ y x)) 2)) z)
(/ (- (+ (/ (* (pow x 2) (* (pow (log (/ x y)) 2) (pow (log (/ y x)) 2))) (pow z 2)) (pow (log (/ y x)) 2)) (/ (* x (* (log (/ x y)) (pow (log (/ y x)) 2))) z)) z)
(/ (- (+ (* -1 (/ (* (pow x 3) (* (pow (log (/ x y)) 3) (pow (log (/ y x)) 2))) (pow z 3))) (pow (log (/ y x)) 2)) (+ (* -1 (/ (* (pow x 2) (* (pow (log (/ x y)) 2) (pow (log (/ y x)) 2))) (pow z 2))) (/ (* x (* (log (/ x y)) (pow (log (/ y x)) 2))) z))) z)
z
(* z (+ 1 (* -1 (/ (* x (log (/ x y))) z))))
(* z (- (+ 1 (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow z 2))) (/ (* x (log (/ x y))) z)))
(* z (- (+ 1 (* -1 (/ (* (pow x 3) (pow (log (/ x y)) 3)) (pow z 3)))) (+ (* -1 (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow z 2))) (/ (* 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 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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(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
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(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
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(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 (* x (log y))) (* x (log x))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 (* x (log y))) (* x (log x))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 (* x (log y))) (* x (log x))) z)))))
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(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 (/ (+ (* -1 (* (pow x 2) (pow (log (/ y x)) 2))) (* (pow x 2) (pow (log (/ x y)) 2))) z)) (* x (log (/ x y)))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 (/ (+ (* -1 (* (pow x 2) (pow (log (/ y x)) 2))) (+ (* -1 (/ (- (* (pow x 3) (pow (log (/ x y)) 3)) (* (pow x 3) (* (log (/ x y)) (pow (log (/ y x)) 2)))) z)) (* (pow x 2) (pow (log (/ x y)) 2)))) z)) (* x (log (/ x y)))) z)))))
(/ (pow (log (/ y x)) 2) z)
(* -1 (/ (+ (* -1 (pow (log (/ y x)) 2)) (/ (* x (* (log (/ x y)) (pow (log (/ y x)) 2))) z)) z))
(* -1 (/ (+ (* -1 (/ (- (/ (* (pow x 2) (* (pow (log (/ x y)) 2) (pow (log (/ y x)) 2))) z) (* x (* (log (/ x y)) (pow (log (/ y x)) 2)))) z)) (* -1 (pow (log (/ y x)) 2))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (* (pow (log (/ x y)) 3) (pow (log (/ y x)) 2))) z) (* (pow x 2) (* (pow (log (/ x y)) 2) (pow (log (/ y x)) 2)))) z)) (* x (* (log (/ x y)) (pow (log (/ y x)) 2)))) z)) (* -1 (pow (log (/ y x)) 2))) z))
z
(* -1 (* z (- (/ (* x (log (/ x y))) z) 1)))
(* -1 (* z (- (* -1 (/ (- (/ (* (pow x 2) (pow (log (/ x y)) 2)) z) (* x (log (/ x y)))) z)) 1)))
(* -1 (* z (- (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (pow (log (/ x y)) 3)) z) (* (pow x 2) (pow (log (/ x y)) 2))) z)) (* x (log (/ x y)))) z)) 1)))
(/ x y)
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Outputs
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(+ (log (/ -1 y)) (* -1 (log (/ -1 x))))
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rewrite240.0ms (2.1%)

Memory

20.4MiB live, 287.8MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	39	179
0	69	164
1	238	134
2	1544	134
0	8339	134

Stop Event

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

Counts

21 → 1 937

Calls

Call 1

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

Outputs
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eval484.0ms (4.2%)

Memory: 23.8MiB live, 572.3MiB allocated
Compiler: Compiled 103 252 to 3 795 computations (96.3% saved)

prune139.0ms (1.2%)

Memory

-0.5MiB live, 192.0MiB allocated

Pruning

21 alts after pruning (17 fresh and 4 done)

	Pruned	Kept	Total
New	2 565	13	2 578
Fresh	10	4	14
Picked	1	4	5
Done	0	0	0
Total	2 576	21	2 597

Accuracy

100.0%

Counts

2 597 → 21

Alt Table

Click to see full alt table

Status	Accuracy	Program
	44.5%	(fma.f64 (/.f64 (.f64 x x) (fma.f64 (log.f64 (/.f64 x y)) x z)) (/.f64 #s(literal 1 binary64) (pow.f64 (log.f64 (/.f64 y x)) #s(literal -2 binary64))) (/.f64 (.f64 (neg.f64 z) z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
	58.1%	(fma.f64 (/.f64 x (fma.f64 (log.f64 (/.f64 x y)) x z)) (/.f64 x (pow.f64 (log.f64 (/.f64 y x)) #s(literal -2 binary64))) (/.f64 (*.f64 (neg.f64 z) z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
▶	58.1%	(fma.f64 (.f64 (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) x) x (/.f64 (.f64 (neg.f64 z) z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
✓	44.6%	(fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) (neg.f64 (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z))))
▶	78.1%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	44.1%	(/.f64 (-.f64 (.f64 (.f64 x x) (neg.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)))) (*.f64 (neg.f64 z) z)) (neg.f64 (fma.f64 (log.f64 (/.f64 x y)) x z)))
▶	47.3%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
✓	78.1%	(-.f64 (.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))) z)
	76.7%	(.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))))
▶	52.1%	#s(approx (- (+ (* (log x) x) (* (neg (log y)) x)) z) (fma.f64 (-.f64 (log.f64 x) (log.f64 y)) x (neg.f64 z)))
	26.8%	#s(approx (- (* x (log (/ x y))) z) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (log.f64 x) x)))
	26.8%	#s(approx (- (* x (log (/ x y))) z) (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) x (*.f64 (log.f64 (neg.f64 x)) x)))
▶	26.9%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
	26.7%	#s(approx (- (* x (log (/ x y))) z) (-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x)))
	69.5%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	20.2%	#s(approx (- (* x (log (/ x y))) z) (.f64 (/.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (log.f64 (.f64 y x))) x))
	26.8%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
✓	26.7%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	44.5%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (neg.f64 (log.f64 (/.f64 y x))) x))
	44.4%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
✓	47.1%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))

Compiler

Compiled 586 to 425 computations (27.5% saved)

simplify260.0ms (2.3%)

Memory

-20.4MiB live, 90.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
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)) (fma.f64 (log.f64 (/.f64 x y)) x z))
cost-diff	0	(*.f64 (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) x)
cost-diff	0	(fma.f64 (.f64 (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) x) x (/.f64 (.f64 (neg.f64 z) z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
cost-diff	0	(log.f64 (neg.f64 x))
cost-diff	0	(-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))
cost-diff	0	(*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))))
cost-diff	0	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
cost-diff	0	(log.f64 x)
cost-diff	0	(-.f64 (log.f64 x) (log.f64 y))
cost-diff	0	(fma.f64 (-.f64 (log.f64 x) (log.f64 y)) x (neg.f64 z))
cost-diff	0	#s(approx (- (+ (* (log x) x) (* (neg (log y)) x)) z) (fma.f64 (-.f64 (log.f64 x) (log.f64 y)) x (neg.f64 z)))
cost-diff	0	(*.f64 (neg.f64 z) z)
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z)))
cost-diff	192	(+.f64 #s(literal 0 binary64) z)
cost-diff	1024	(/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))
cost-diff	0	(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	44	250
0	73	237
1	121	235
2	244	233
3	517	233
4	1059	233
5	2088	233
6	4935	233
7	7365	233
0	8033	233

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

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

localize154.0ms (1.3%)

Memory

31.6MiB live, 156.4MiB allocated

Localize:

Found 20 expressions of interest:

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

Samples

130.0ms

256×

invalid

Compiler

Compiled 242 to 43 computations (82.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 94.0ms

ival-add: 43.0ms (45.9% of total)

ival-log: 15.0ms (16% of total)

ival-mult: 14.0ms (14.9% of total)

ival-div: 9.0ms (9.6% of total)

ival-sub: 5.0ms (5.3% of total)

ival-neg: 4.0ms (4.3% of total)

ival-pow2: 3.0ms (3.2% of total)

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

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

exact: 0.0ms (0% of total)

series583.0ms (5.1%)

Memory

-5.2MiB live, 833.8MiB allocated

Counts

25 → 576

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

9 calls:

Time	Variable		Point	Expression
168.0ms	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) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (+ (* (- (log x) (log y)) x) (neg z)) (- (log x) (log y)) (log x) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) x) (/ (* (neg z) z) (+ (* (log (/ x y)) x) z))) (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (log y) (log (neg y)) (neg x) (neg y) (log (/ y x)))
91.0ms	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) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (+ (* (- (log x) (log y)) x) (neg z)) (- (log x) (log y)) (log x) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) x) (/ (* (neg z) z) (+ (* (log (/ x y)) x) z))) (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (log y) (log (neg y)) (neg x) (neg y) (log (/ y x)))
66.0ms	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) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (+ (* (- (log x) (log y)) x) (neg z)) (- (log x) (log y)) (log x) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) x) (/ (* (neg z) z) (+ (* (log (/ x y)) x) z))) (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (log y) (log (neg y)) (neg x) (neg y) (log (/ y x)))
64.0ms	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) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (+ (* (- (log x) (log y)) x) (neg z)) (- (log x) (log y)) (log x) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) x) (/ (* (neg z) z) (+ (* (log (/ x y)) x) z))) (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (log y) (log (neg y)) (neg x) (neg y) (log (/ y x)))
59.0ms	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) (- (+ (* (log x) x) (* (neg (log y)) x)) z) (+ (* (- (log x) (log y)) x) (neg z)) (- (log x) (log y)) (log x) (- (* x (- (log (neg x)) (log (neg y)))) z) (* x (- (log (neg x)) (log (neg y)))) (- (log (neg x)) (log (neg y))) (log (neg x)) (+ (* (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) x) (/ (* (neg z) z) (+ (* (log (/ x y)) x) z))) (* (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) x) (/ (pow (log (/ y x)) 2) (+ (* (log (/ x y)) x) z)) (pow (log (/ y x)) 2) (log y) (log (neg y)) (neg x) (neg y) (log (/ y x)))

simplify257.0ms (2.2%)

Memory

4.5MiB live, 315.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	582	8331
1	1796	7699
2	6332	7513
0	8734	7388

Stop Event

1×	iter limit
1×	node limit

Counts

576 → 564

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

rewrite222.0ms (1.9%)

Memory

-27.1MiB live, 276.3MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	44	196
0	73	149
1	299	145
2	1934	133
0	8699	133

Stop Event

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

Counts

25 → 1 721

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

Outputs
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eval558.0ms (4.9%)

Memory: 67.3MiB live, 887.8MiB allocated
Compiler: Compiled 88 129 to 4 777 computations (94.6% saved)

prune307.0ms (2.7%)

Memory

-10.2MiB live, 259.5MiB allocated

Pruning

30 alts after pruning (24 fresh and 6 done)

	Pruned	Kept	Total
New	2 854	17	2 871
Fresh	5	7	12
Picked	2	3	5
Done	1	3	4
Total	2 862	30	2 892

Accuracy

100.0%

Counts

2 892 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	58.1%	(fma.f64 (/.f64 x (.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) (pow.f64 (log.f64 (/.f64 y x)) #s(literal -2 binary64)))) x (/.f64 (.f64 (neg.f64 z) z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
	40.6%	(fma.f64 (.f64 (/.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x z)) x) x (/.f64 (.f64 z z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
✓	78.1%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	44.3%	(/.f64 (-.f64 (.f64 (.f64 (pow.f64 (log.f64 (/.f64 y x)) #s(literal 2 binary64)) x) x) (*.f64 z z)) (fma.f64 (log.f64 (/.f64 x y)) x z))
	47.3%	(-.f64 (fma.f64 (log.f64 (neg.f64 x)) x (*.f64 (neg.f64 (log.f64 (neg.f64 y))) x)) z)
	41.4%	(-.f64 (/.f64 (.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 3 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 3 binary64))) x) (fma.f64 (log.f64 (neg.f64 y)) (log.f64 (.f64 (neg.f64 y) (neg.f64 x))) (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)))) z)
	57.0%	(-.f64 (/.f64 (.f64 (.f64 (log.f64 (.f64 (neg.f64 y) (neg.f64 x))) (log.f64 (/.f64 x y))) x) (log.f64 (.f64 (neg.f64 y) (neg.f64 x)))) z)
▶	78.0%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 (/.f64 x y)) x))) z)
	47.3%	(-.f64 (+.f64 (.f64 (log.f64 (neg.f64 x)) x) (.f64 (neg.f64 (log.f64 (neg.f64 y))) x)) z)
✓	47.3%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
✓	78.1%	(-.f64 (.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))) z)
▶	76.7%	(.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))))
✓	52.1%	#s(approx (- (+ (* (log x) x) (* (neg (log y)) x)) z) (fma.f64 (-.f64 (log.f64 x) (log.f64 y)) x (neg.f64 z)))
	26.8%	#s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
	26.8%	#s(approx (- (* x (log (/ x y))) z) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (log.f64 x) x)))
	1.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 z (pow.f64 z #s(literal 3 binary64))) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)))
	2.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal 1 binary64) (pow.f64 z #s(literal -2 binary64))) (+.f64 #s(literal 0 binary64) z)))
	26.9%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
	2.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 z z) z))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 #s(literal 1 binary64) (pow.f64 z #s(literal -1 binary64))))
	47.0%	#s(approx (- (* x (log (/ x y))) z) (/.f64 #s(literal -1 binary64) (pow.f64 z #s(literal -1 binary64))))
▶	26.7%	#s(approx (- (* x (log (/ x y))) z) (-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x)))
	69.5%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
	2.2%	#s(approx (- (* x (log (/ x y))) z) (.f64 (pow.f64 z #s(literal -1 binary64)) (.f64 z z)))
	20.2%	#s(approx (- (* x (log (/ x y))) z) (.f64 (/.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (log.f64 (.f64 y x))) x))
✓	26.7%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	44.5%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (neg.f64 (log.f64 (/.f64 y x))) x))
▶	44.4%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
✓	47.1%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
▶	2.3%	#s(approx (- (* x (log (/ x y))) z) z)

Compiler

Compiled 715 to 555 computations (22.4% saved)

simplify164.0ms (1.4%)

Memory

-6.2MiB live, 212.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 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 z)
cost-diff	6080	(*.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)))
cost-diff	16000	(.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))))
cost-diff	0	(log.f64 x)
cost-diff	0	(*.f64 (log.f64 x) x)
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x)))
cost-diff	320	(-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x))
cost-diff	0	(/.f64 x y)
cost-diff	0	(log.f64 (/.f64 x y))
cost-diff	0	(*.f64 (log.f64 (/.f64 x y)) x)
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
cost-diff	0	#s(approx (- (* x (log (/ x y))) z) z)
cost-diff	0	(log.f64 (/.f64 x y))
cost-diff	0	(*.f64 (log.f64 (/.f64 x y)) x)
cost-diff	0	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 (/.f64 x y)) x))) z)
cost-diff	1792	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 (/.f64 x y)) x)))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	29	210
0	46	180
1	77	180
2	143	178
3	424	178
4	1823	178
5	5798	178
0	8551	178

Stop Event

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

Calls

Call 1

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

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

localize134.0ms (1.2%)

Memory

0.0MiB live, 233.1MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score
accuracy	0.0625	(fma.f64 (log.f64 (/.f64 x y)) x z)
accuracy	0.0859375	(pow.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) #s(literal -1 binary64))
accuracy	0.109375	(*.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)))
accuracy	7.323272671371029	(log.f64 (/.f64 x y))
accuracy	0.11328125	(*.f64 (log.f64 y) x)
accuracy	0.1484375	(*.f64 (log.f64 x) x)
accuracy	0.2627223398535691	(-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x))
accuracy	16.21906129209775	#s(approx (- (* x (log (/ x y))) z) (-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x)))
accuracy	0	(/.f64 x y)
accuracy	0.14453125	(*.f64 (log.f64 (/.f64 x y)) x)
accuracy	7.323272671371029	(log.f64 (/.f64 x y))
accuracy	16.21906129209775	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
accuracy	32.75760080539813	#s(approx (- (* x (log (/ x y))) z) z)
accuracy	0.1328125	(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 (/.f64 x y)) x))
accuracy	0.14453125	(*.f64 (log.f64 (/.f64 x y)) x)
accuracy	0.15234375	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 (/.f64 x y)) x)))
accuracy	7.323272671371029	(log.f64 (/.f64 x y))

Samples

75.0ms	122×	0	invalid
35.0ms	134×	0	valid

Compiler

Compiled 201 to 26 computations (87.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 67.0ms

ival-div: 31.0ms (46% of total)

ival-log: 14.0ms (20.8% of total)

ival-mult: 10.0ms (14.8% of total)

ival-sub: 5.0ms (7.4% of total)

ival-pow: 4.0ms (5.9% of total)

ival-add: 2.0ms (3% of total)

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

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

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

exact: 0.0ms (0% of total)

series288.0ms (2.5%)

Memory

3.5MiB live, 455.7MiB allocated

Counts

17 → 480

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
58.0ms	y	@	inf	((/ 1 (/ 1 (* (log (/ x y)) x))) (- (/ 1 (/ 1 (* (log (/ x y)) x))) z) (* (log (/ x y)) x) (log (/ x y)) (- (* x (log (/ x y))) z) (- (* x (log (/ x y))) z) (/ x y) (- (* (log x) x) (* (log y) x)) (- (* x (log (/ x y))) z) (* (log x) x) (log x) (* (+ (* (log (/ x y)) x) z) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1))) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1)) (+ (* (log (/ x y)) x) z) (/ 1 (* (log (/ x y)) x)) (* (log y) x) (pow (+ (* (log (/ x y)) x) z) -1))
54.0ms	x	@	inf	((/ 1 (/ 1 (* (log (/ x y)) x))) (- (/ 1 (/ 1 (* (log (/ x y)) x))) z) (* (log (/ x y)) x) (log (/ x y)) (- (* x (log (/ x y))) z) (- (* x (log (/ x y))) z) (/ x y) (- (* (log x) x) (* (log y) x)) (- (* x (log (/ x y))) z) (* (log x) x) (log x) (* (+ (* (log (/ x y)) x) z) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1))) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1)) (+ (* (log (/ x y)) x) z) (/ 1 (* (log (/ x y)) x)) (* (log y) x) (pow (+ (* (log (/ x y)) x) z) -1))
45.0ms	y	@	0	((/ 1 (/ 1 (* (log (/ x y)) x))) (- (/ 1 (/ 1 (* (log (/ x y)) x))) z) (* (log (/ x y)) x) (log (/ x y)) (- (* x (log (/ x y))) z) (- (* x (log (/ x y))) z) (/ x y) (- (* (log x) x) (* (log y) x)) (- (* x (log (/ x y))) z) (* (log x) x) (log x) (* (+ (* (log (/ x y)) x) z) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1))) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1)) (+ (* (log (/ x y)) x) z) (/ 1 (* (log (/ x y)) x)) (* (log y) x) (pow (+ (* (log (/ x y)) x) z) -1))
44.0ms	y	@	-inf	((/ 1 (/ 1 (* (log (/ x y)) x))) (- (/ 1 (/ 1 (* (log (/ x y)) x))) z) (* (log (/ x y)) x) (log (/ x y)) (- (* x (log (/ x y))) z) (- (* x (log (/ x y))) z) (/ x y) (- (* (log x) x) (* (log y) x)) (- (* x (log (/ x y))) z) (* (log x) x) (log x) (* (+ (* (log (/ x y)) x) z) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1))) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1)) (+ (* (log (/ x y)) x) z) (/ 1 (* (log (/ x y)) x)) (* (log y) x) (pow (+ (* (log (/ x y)) x) z) -1))
33.0ms	x	@	0	((/ 1 (/ 1 (* (log (/ x y)) x))) (- (/ 1 (/ 1 (* (log (/ x y)) x))) z) (* (log (/ x y)) x) (log (/ x y)) (- (* x (log (/ x y))) z) (- (* x (log (/ x y))) z) (/ x y) (- (* (log x) x) (* (log y) x)) (- (* x (log (/ x y))) z) (* (log x) x) (log x) (* (+ (* (log (/ x y)) x) z) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1))) (* (+ (* (log (/ x y)) x) (neg z)) (pow (+ (* (log (/ x y)) x) z) -1)) (+ (* (log (/ x y)) x) z) (/ 1 (* (log (/ x y)) x)) (* (log y) x) (pow (+ (* (log (/ x y)) x) z) -1))

simplify230.0ms (2%)

Memory

17.4MiB live, 248.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	374	5663
1	1200	5275
2	4034	5149
0	8354	5036

Stop Event

1×	iter limit
1×	node limit

Counts

480 → 477

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))))
(* x (log (/ x y)))
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(* x (log (/ x y)))
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(+ (* -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))))
(* x (log (/ x y)))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
(+ (* -1 z) (* x (log (/ x y))))
1
(+ 1 (* -2 (/ z (* x (log (/ x y))))))
(+ 1 (* z (- (* 2 (/ z (* (pow x 2) (pow (log (/ x y)) 2)))) (* 2 (/ 1 (* x (log (/ x y))))))))
(+ 1 (* z (- (* z (+ (* -2 (/ z (* (pow x 3) (pow (log (/ x y)) 3)))) (* 2 (/ 1 (* (pow x 2) (pow (log (/ x y)) 2)))))) (* 2 (/ 1 (* x (log (/ x y))))))))
(* x (log (/ x y)))
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(/ 1 (* x (log (/ x y))))
(+ (* -1 (/ z (* (pow x 2) (pow (log (/ x y)) 2)))) (/ 1 (* x (log (/ x y)))))
(+ (* z (- (/ z (* (pow x 3) (pow (log (/ x y)) 3))) (/ 1 (* (pow x 2) (pow (log (/ x y)) 2))))) (/ 1 (* x (log (/ x y)))))
(+ (* 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)
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(* z (- (/ (* x (log (/ x y))) z) 1))
(* -1 z)
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(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
(* -1 z)
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(* -1 z)
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(* -1 z)
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(* z (- (/ (* x (log (/ x y))) z) 1))
(* z (- (/ (* x (log (/ x y))) z) 1))
-1
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z
(* z (+ 1 (/ (* x (log (/ x y))) z)))
(* z (+ 1 (/ (* x (log (/ x y))) z)))
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(/ 1 z)
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(/ (- (+ 1 (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow z 2))) (/ (* x (log (/ x y))) z)) z)
(/ (- (+ 1 (* -1 (/ (* (pow x 3) (pow (log (/ x y)) 3)) (pow z 3)))) (+ (* -1 (/ (* (pow x 2) (pow (log (/ x y)) 2)) (pow z 2))) (/ (* x (log (/ x y))) 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 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)
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(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(* -1 z)
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(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log (/ x y))) z)))))
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(* -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
(- (* -1 (/ (- (* -1 (* x (log (/ x y)))) (* x (log (/ x y)))) z)) 1)
(- (* -1 (/ (- (+ (* -1 (* x (log (/ x y)))) (* -1 (/ (* x (* (log (/ x y)) (- (* -1 (* x (log (/ x y)))) (* x (log (/ x y)))))) z))) (* x (log (/ x y)))) z)) 1)
(- (* -1 (/ (- (+ (* -1 (* x (log (/ x y)))) (* -1 (/ (- (* -1 (/ (* (pow x 2) (* (pow (log (/ x y)) 2) (- (* -1 (* x (log (/ x y)))) (* x (log (/ x y)))))) z)) (* -1 (* x (* (log (/ x y)) (- (* -1 (* x (log (/ x y)))) (* x (log (/ x y)))))))) z))) (* x (log (/ x y)))) z)) 1)
z
(* -1 (* z (- (* -1 (/ (* x (log (/ x y))) z)) 1)))
(* -1 (* z (- (* -1 (/ (* x (log (/ x y))) z)) 1)))
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(* -1 (/ (- (* -1 (/ (- (/ (* (pow x 2) (pow (log (/ x y)) 2)) z) (* x (log (/ x y)))) z)) 1) z))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (pow (log (/ x y)) 3)) z) (* (pow x 2) (pow (log (/ x y)) 2))) z)) (* x (log (/ x y)))) z)) 1) z))
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(- (* x (+ (log x) (* -1 (log y)))) z)
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(/ (- (* x (+ (log x) (* -1 (log y)))) z) (+ z (* x (+ (log x) (* -1 (log y))))))
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(/ 1 (* x (+ (log x) (* -1 (log y)))))
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(* -1 (* x (log (/ 1 y))))
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(/ 1 (+ z (* x (+ (log x) (log (/ 1 y))))))
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(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) x))) x)
(* x (+ (log -1) (* -1 (log (/ -1 x)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) x))) x)
(+ (log -1) (* -1 (log (/ -1 x))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) x)))
(+ (log -1) (* -1 (log (/ -1 x))))
(-.f64 (log.f64 #s(literal -1 binary64)) (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)
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1
#s(literal 1 binary64)
(+ 1 (* -1 (/ (- (/ z (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (* -1 (/ z (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) x)))
(-.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) (/.f64 z (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 (/.f64 #s(literal -1 binary64) x))))) x))
(+ 1 (* -1 (/ (- (+ (* -1 (/ (* z (- (/ z (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))) (* -1 (/ z (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))))) (* x (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) (/ z (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))) (* -1 (/ z (+ (log (/ -1 y)) (* -1 (log (/ -1 x))))))) x)))
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(/.f64 (/.f64 #s(literal 1 binary64) x) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 (/.f64 #s(literal -1 binary64) x))))
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(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
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(*.f64 (log.f64 y) x)
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(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (pow z 3) (* x (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 4))) (/ (pow z 2) (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 3))) x)) (/ z (pow (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))) 2))) x)) (/ 1 (+ (log (/ -1 y)) (* -1 (log (/ -1 x)))))) x))
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rewrite475.0ms (4.1%)

Memory

-50.1MiB live, 299.2MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	29	165
0	46	133
1	161	131
2	1092	131
0	8568	131

Stop Event

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

Counts

17 → 1 288

Calls

Call 1

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

Outputs
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eval397.0ms (3.5%)

Memory: 43.1MiB live, 651.1MiB allocated
Compiler: Compiled 82 516 to 4 742 computations (94.3% saved)

prune92.0ms (0.8%)

Memory

15.6MiB live, 327.7MiB allocated

Pruning

31 alts after pruning (21 fresh and 10 done)

	Pruned	Kept	Total
New	2 561	5	2 566
Fresh	3	16	19
Picked	1	4	5
Done	0	6	6
Total	2 565	31	2 596

Accuracy

100.0%

Counts

2 596 → 31

Alt Table

Click to see full alt table

Status	Accuracy	Program
	58.1%	(fma.f64 (/.f64 x (.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) (pow.f64 (log.f64 (/.f64 y x)) #s(literal -2 binary64)))) x (/.f64 (.f64 (neg.f64 z) z) (fma.f64 (log.f64 (/.f64 x y)) x z)))
✓	78.1%	(fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z))
	54.5%	(/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) #s(literal 1 binary64) (.f64 (+.f64 #s(literal 0 binary64) z) (.f64 (log.f64 (/.f64 x y)) x))) (.f64 (+.f64 #s(literal 0 binary64) z) #s(literal 1 binary64)))
	47.3%	(-.f64 (fma.f64 (log.f64 (neg.f64 x)) x (*.f64 (neg.f64 (log.f64 (neg.f64 y))) x)) z)
	41.4%	(-.f64 (/.f64 (.f64 (-.f64 (pow.f64 (log.f64 (neg.f64 x)) #s(literal 3 binary64)) (pow.f64 (log.f64 (neg.f64 y)) #s(literal 3 binary64))) x) (fma.f64 (log.f64 (neg.f64 y)) (log.f64 (.f64 (neg.f64 y) (neg.f64 x))) (pow.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)))) z)
	57.0%	(-.f64 (/.f64 (.f64 (.f64 (log.f64 (.f64 (neg.f64 y) (neg.f64 x))) (log.f64 (/.f64 x y))) x) (log.f64 (.f64 (neg.f64 y) (neg.f64 x)))) z)
	78.0%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64)) x)) z)
✓	78.0%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 (/.f64 x y)) x))) z)
	47.3%	(-.f64 (+.f64 (.f64 (log.f64 (neg.f64 x)) x) (.f64 (neg.f64 (log.f64 (neg.f64 y))) x)) z)
✓	47.3%	(-.f64 (*.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z)
✓	78.1%	(-.f64 (.f64 x (log.f64 (.f64 (/.f64 #s(literal -1 binary64) y) (neg.f64 x)))) z)
	76.7%	(.f64 (fma.f64 (log.f64 (/.f64 x y)) x z) (.f64 (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) (/.f64 #s(literal 1 binary64) (fma.f64 (log.f64 (/.f64 x y)) x z))))
	69.5%	#s(approx (- (/ 1 (/ 1 (* (log (/ x y)) x))) z) (*.f64 (fma.f64 (log.f64 (/.f64 x y)) (/.f64 x z) #s(literal -1 binary64)) z))
✓	52.1%	#s(approx (- (+ (* (log x) x) (* (neg (log y)) x)) z) (fma.f64 (-.f64 (log.f64 x) (log.f64 y)) x (neg.f64 z)))
	26.8%	#s(approx (- (* x (- (log (neg x)) (log (neg y)))) z) (*.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x))
	26.8%	#s(approx (- (* x (log (/ x y))) z) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (log.f64 x) x)))
	1.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 (.f64 z (pow.f64 z #s(literal 3 binary64))) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)))
	2.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (/.f64 #s(literal 1 binary64) (pow.f64 z #s(literal -2 binary64))) (+.f64 #s(literal 0 binary64) z)))
	26.9%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 (neg.f64 z) z) z))
	2.2%	#s(approx (- (* x (log (/ x y))) z) (/.f64 (*.f64 z z) z))
	44.4%	#s(approx (- (* x (log (/ x y))) z) (/.f64 x (pow.f64 (log.f64 (/.f64 x y)) #s(literal -1 binary64))))
	2.3%	#s(approx (- (* x (log (/ x y))) z) (/.f64 #s(literal 1 binary64) (pow.f64 z #s(literal -1 binary64))))
	47.0%	#s(approx (- (* x (log (/ x y))) z) (/.f64 #s(literal -1 binary64) (pow.f64 z #s(literal -1 binary64))))
✓	26.7%	#s(approx (- (* x (log (/ x y))) z) (-.f64 (.f64 (log.f64 x) x) (.f64 (log.f64 y) x)))
	2.2%	#s(approx (- (* x (log (/ x y))) z) (.f64 (pow.f64 z #s(literal -1 binary64)) (.f64 z z)))
	20.2%	#s(approx (- (* x (log (/ x y))) z) (.f64 (/.f64 (-.f64 (pow.f64 (log.f64 x) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (log.f64 (.f64 y x))) x))
✓	26.7%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (-.f64 (log.f64 x) (log.f64 y)) x))
	44.5%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (neg.f64 (log.f64 (/.f64 y x))) x))
✓	44.4%	#s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 x y)) x))
✓	47.1%	#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
✓	2.3%	#s(approx (- (* x (log (/ x y))) z) z)

Compiler

Compiled 1 245 to 509 computations (59.1% saved)

regimes125.0ms (1.1%)

Memory

5.2MiB live, 157.3MiB allocated

Counts

55 → 2

Calls

Call 1

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

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

Calls

5 calls:

38.0ms	x
37.0ms	z
17.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
17.0ms	(*.f64 x (log.f64 (/.f64 x y)))
15.0ms	y

Results

Accuracy	Segments	Branch
99.4%	2	`x`
99.4%	2	`y`
81.3%	2	`z`
89.3%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
89.3%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes22.0ms (0.2%)

Memory

7.9MiB live, 43.7MiB allocated

Counts

30 → 2

Calls

Call 1

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

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

Calls

2 calls:

12.0ms	y
9.0ms	x

Results

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

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes34.0ms (0.3%)

Memory

-59.8MiB live, 47.5MiB allocated

Counts

27 → 4

Calls

Call 1

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

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

Calls

2 calls:

11.0ms	y
8.0ms	x

Results

Accuracy	Segments	Branch
97.0%	4	`x`
89.1%	2	`y`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes8.0ms (0.1%)

Memory

12.6MiB live, 12.6MiB allocated

Counts

23 → 3

Calls

Call 1

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

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

Calls

1 calls:

7.0ms

Results

Accuracy	Segments	Branch
93.4%	3	`x`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes30.0ms (0.3%)

Memory

6.4MiB live, 83.2MiB allocated

Counts

21 → 3

Calls

Call 1

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

Calls

4 calls:

8.0ms	y
8.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
7.0ms	x
6.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
89.1%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
89.1%	3	`(*.f64 x (log.f64 (/.f64 x y)))`
78.1%	1	`y`
89.4%	4	`x`

Compiler

Compiled 16 to 19 computations (-18.8% saved)

regimes10.0ms (0.1%)

Memory

0.1MiB live, 39.6MiB allocated

Counts

11 → 3

Calls

Call 1

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

Calls

2 calls:

5.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
4.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
89.1%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
89.1%	3	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 14 to 13 computations (7.1% saved)

regimes28.0ms (0.2%)

Memory

1.5MiB live, 52.1MiB allocated

Counts

10 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

12.0ms	x
4.0ms	z
4.0ms	y
4.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
4.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
50.2%	2	`y`
71.1%	3	`z`
71.3%	3	`x`
58.9%	3	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
72.2%	5	`(*.f64 x (log.f64 (/.f64 x y)))`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes4.0ms (0%)

Memory

10.0MiB live, 10.0MiB allocated

Counts

9 → 3

Calls

Call 1

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

Outputs
#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) (*.f64 (log.f64 (/.f64 x y)) x))

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
71.3%	3	`x`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes51.0ms (0.4%)

Memory

-15.6MiB live, 23.1MiB allocated

Counts

8 → 1

Calls

Call 1

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

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

Calls

5 calls:

37.0ms	x
3.0ms	z
3.0ms	y
3.0ms	(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)
3.0ms	(*.f64 x (log.f64 (/.f64 x y)))

Results

Accuracy	Segments	Branch
47.1%	1	`y`
47.1%	1	`(-.f64 (*.f64 x (log.f64 (/.f64 x y))) z)`
47.1%	1	`(*.f64 x (log.f64 (/.f64 x y)))`
47.1%	1	`z`
47.1%	1	`x`

Compiler

Compiled 17 to 22 computations (-29.4% saved)

regimes7.0ms (0.1%)

Memory

14.7MiB live, 14.7MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

5 calls:

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

Results

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

Compiler

Compiled 17 to 22 computations (-29.4% saved)

bsearch50.0ms (0.4%)

Memory

-5.1MiB live, 33.9MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
47.0ms	-2.066203093592443e-307	4.2013555579756395e-301

Samples

30.0ms	149×	0	invalid
8.0ms	144×	0	valid

Compiler

Compiled 218 to 211 computations (3.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 31.0ms

ival-div: 24.0ms (78.5% of total)

ival-log: 3.0ms (9.8% of total)

ival-mult: 2.0ms (6.5% of total)

ival-sub: 1.0ms (3.3% of total)

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

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

bsearch1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	-2.066203093592443e-307	4.2013555579756395e-301

Compiler

Compiled 200 to 202 computations (-1% saved)

bsearch96.0ms (0.8%)

Memory

-21.0MiB live, 58.8MiB allocated

Algorithm

3×	binary-search

Stop Event

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

Steps

Time	Left	Right
42.0ms	-6.060140371135549e-304	5.4858946353192806e-307
26.0ms	-4.986185746225362e-168	-1.1438577099736294e-170
24.0ms	-1.2064702850174614e+169	-4.0365164178177975e+168

Samples

49.0ms	240×	0	valid
26.0ms	315×	0	invalid

Compiler

Compiled 228 to 265 computations (-16.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 16.0ms

ival-div: 5.0ms (30.5% of total)

ival-log: 5.0ms (30.5% of total)

ival-mult: 4.0ms (24.4% of total)

ival-sub: 3.0ms (18.3% of total)

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

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

bsearch1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	predicate-same
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	-6.060140371135549e-304	5.4858946353192806e-307
1.0ms	-4.986185746225362e-168	-1.1438577099736294e-170

Compiler

Compiled 133 to 165 computations (-24.1% saved)

bsearch1.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	8.149111277139606e+302	+inf
0.0ms	-inf	-2.0676804023532388e+305

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	8.149111277139606e+302	+inf
0.0ms	-inf	-2.0676804023532388e+305

Compiler

Compiled 11 to 13 computations (-18.2% saved)

bsearch63.0ms (0.5%)

Memory

27.2MiB live, 65.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
23.0ms	9.410544501445304e+72	1.2752125387226801e+76
36.0ms	-2.2147578151277753e-32	-3.04225431279435e-38

Samples

16.0ms	272×	0	valid
14.0ms	253×	0	invalid

Compiler

Compiled 198 to 268 computations (-35.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 16.0ms

ival-log: 5.0ms (31.3% of total)

ival-div: 4.0ms (25% of total)

ival-mult: 3.0ms (18.8% of total)

ival-sub: 2.0ms (12.5% of total)

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

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

bsearch18.0ms (0.2%)

Memory

-35.4MiB live, 2.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	9.410544501445304e+72	1.2752125387226801e+76
16.0ms	-2.2147578151277753e-32	-3.04225431279435e-38

Compiler

Compiled 181 to 251 computations (-38.7% saved)

simplify53.0ms (0.5%)

Memory

4.0MiB live, 43.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	72	399
1	103	399
2	138	399
3	157	399
4	162	399
5	163	399

Stop Event

1×

saturated

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (fma.f64 (log.f64 (neg.f64 x)) x (.f64 (neg.f64 (log.f64 (neg.f64 y))) x)) z) #s(approx (- ( x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) x z))))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (.f64 x (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y)))) z) #s(approx (- ( x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) x z))))
(if (<=.f64 x #s(literal -11499999999999999658389688410250366828965708682881503947764649350050850490906737064000588914650571417524089195612265112282198447682304436302522610685473189927236958945280 binary64)) #s(approx (- (* x (log (/ x y))) z) (.f64 (-.f64 (log.f64 (neg.f64 x)) (log.f64 (neg.f64 y))) x)) (if (<=.f64 x #s(literal -8974107526632097/271942652322184754529069161754863937192751676276240344678115398758606622648756348282451201159797394262471336696958208519857448620878186106577674229128492724195241610667721328144244801536 binary64)) (-.f64 (.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z) (if (<=.f64 x #s(literal -5060056332682765/25300281663413827294061918339864663381194581220517764794612669753428792445999418361495047962679640561898384733039601488923726092173224184608376674992592313740189678034570795170558363467761652042654970959809093133570250935428086587327262919456144944542601257064044846194041676826903812816523290938580750782913463467636686848 binary64)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) x z))))))
(if (<=.f64 x #s(literal -8974107526632097/271942652322184754529069161754863937192751676276240344678115398758606622648756348282451201159797394262471336696958208519857448620878186106577674229128492724195241610667721328144244801536 binary64)) (-.f64 (.f64 x (neg.f64 (log.f64 (/.f64 y x)))) z) (if (<=.f64 x #s(literal -5060056332682765/25300281663413827294061918339864663381194581220517764794612669753428792445999418361495047962679640561898384733039601488923726092173224184608376674992592313740189678034570795170558363467761652042654970959809093133570250935428086587327262919456144944542601257064044846194041676826903812816523290938580750782913463467636686848 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) #s(approx (- (* x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) 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 1000000000000000000161765076786456438212668646231659438295495017101117499225738747865260243034213915253779773568180337416027445820567779199643391541606026068611150746122284976177256650044200527276807327067690462112661427500197051226489898260678763391449376088547292320814127957486330655468919122263277568 binary64)) (fma.f64 (log.f64 (/.f64 x y)) x (neg.f64 z)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 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 1000000000000000000161765076786456438212668646231659438295495017101117499225738747865260243034213915253779773568180337416027445820567779199643391541606026068611150746122284976177256650044200527276807327067690462112661427500197051226489898260678763391449376088547292320814127957486330655468919122263277568 binary64)) (-.f64 (.f64 x (log.f64 (/.f64 x y))) z) #s(approx (- (* x (log (/ x y))) z) (neg.f64 z))))
(if (<=.f64 x #s(literal -1461501637330903/91343852333181432387730302044767688728495783936 binary64)) #s(approx (- (* x (log (/ x y))) z) (.f64 (neg.f64 (log.f64 (/.f64 y x))) x)) (if (<=.f64 x #s(literal 9500000000000000544994064783134181012819936339512895317261518991792275456 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) #s(approx (- (* x (log (/ x y))) z) (*.f64 (neg.f64 (log.f64 (/.f64 y x))) x))))
(if (<=.f64 x #s(literal -1461501637330903/91343852333181432387730302044767688728495783936 binary64)) #s(approx (- (* x (log (/ x y))) z) (.f64 (log.f64 (/.f64 x y)) x)) (if (<=.f64 x #s(literal 9500000000000000544994064783134181012819936339512895317261518991792275456 binary64)) #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))
#s(approx (- (* x (log (/ x y))) z) z)

Outputs
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (fma.f64 (log.f64 (neg.f64 x)) x (.f64 (neg.f64 (log.f64 (neg.f64 y))) x)) z) #s(approx (- ( x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) x z))))
(if (<=.f64 y #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) (-.f64 (fma.f64 (log.f64 (neg.f64 x)) x (.f64 (log.f64 (neg.f64 y)) (neg.f64 x))) z) #s(approx (- ( x (log (/ x y))) z) (neg.f64 (fma.f64 (-.f64 (log.f64 y) (log.f64 x)) x z))))
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(if (<=.f64 x #s(literal -1461501637330903/91343852333181432387730302044767688728495783936 binary64)) #s(approx (- (* x (log (/ x y))) z) (.f64 (log.f64 (/.f64 y x)) (neg.f64 x))) (if (<=.f64 x #s(literal 9500000000000000544994064783134181012819936339512895317261518991792275456 binary64)) #s(approx (- ( x (log (/ x y))) z) (neg.f64 z)) #s(approx (- (* x (log (/ x y))) z) (*.f64 (log.f64 (/.f64 y x)) (neg.f64 x)))))
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#s(approx (- (* x (log (/ x y))) z) (neg.f64 z))
#s(approx (- (* x (log (/ x y))) z) z)

soundness1.7s (14.5%)

Memory

12.6MiB live, 530.9MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	44	196
0	73	149
1	299	145
2	1934	133
0	8699	133
0	39	179
0	69	164
1	238	134
2	1544	134
0	8339	134
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	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×	node limit
1×	iter limit
1×	iter limit
1×	node limit
1×	iter limit

Compiler

Compiled 423 to 232 computations (45.2% saved)

preprocess168.0ms (1.5%)

Memory: 26.6MiB live, 140.7MiB allocated
Compiler: Compiled 552 to 170 computations (69.2% 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%)

analyze84.0ms (0.7%)

sample1.3s (11.6%)

explain150.0ms (1.3%)

preprocess87.0ms (0.8%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify18.0ms (0.2%)

localize136.0ms (1.2%)

series161.0ms (1.4%)

simplify216.0ms (1.9%)

rewrite494.0ms (4.3%)

eval52.0ms (0.4%)

prune23.0ms (0.2%)

simplify281.0ms (2.4%)

localize149.0ms (1.3%)

series400.0ms (3.5%)

simplify464.0ms (4%)

rewrite240.0ms (2.1%)

eval484.0ms (4.2%)

prune139.0ms (1.2%)

simplify260.0ms (2.3%)

localize154.0ms (1.3%)

series583.0ms (5.1%)

simplify257.0ms (2.2%)

rewrite222.0ms (1.9%)

eval558.0ms (4.9%)

prune307.0ms (2.7%)

simplify164.0ms (1.4%)

localize134.0ms (1.2%)

series288.0ms (2.5%)

simplify230.0ms (2%)

rewrite475.0ms (4.1%)

eval397.0ms (3.5%)

prune92.0ms (0.8%)

regimes125.0ms (1.1%)

regimes22.0ms (0.2%)

regimes34.0ms (0.3%)

regimes8.0ms (0.1%)

regimes30.0ms (0.3%)

regimes10.0ms (0.1%)

regimes28.0ms (0.2%)

regimes4.0ms (0%)

regimes51.0ms (0.4%)

regimes7.0ms (0.1%)

bsearch50.0ms (0.4%)

bsearch1.0ms (0%)

bsearch96.0ms (0.8%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch63.0ms (0.5%)

bsearch18.0ms (0.2%)

simplify53.0ms (0.5%)

soundness1.7s (14.5%)

preprocess168.0ms (1.5%)

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